From 5011a3d65e822de4d3e254ea389f36a8d796b158 Mon Sep 17 00:00:00 2001 From: Teddy Todorov Date: Mon, 11 Jul 2022 18:46:16 -0700 Subject: [PATCH 01/11] Adds base for updating Microsoft.MachineLearningServices from version stable/2022-05-01 to version 2022-06-01-preview --- .../BatchDeployment/createOrUpdate.json | 220 + .../examples/BatchDeployment/delete.json | 15 + .../examples/BatchDeployment/get.json | 88 + .../examples/BatchDeployment/list.json | 95 + .../examples/BatchDeployment/update.json | 95 + .../BatchEndpoint/createOrUpdate.json | 139 + .../examples/BatchEndpoint/delete.json | 14 + .../examples/BatchEndpoint/get.json | 60 + .../examples/BatchEndpoint/list.json | 66 + .../examples/BatchEndpoint/listKeys.json | 18 + .../examples/BatchEndpoint/update.json | 71 + .../CodeContainer/createOrUpdate.json | 64 + .../examples/CodeContainer/delete.json | 13 + .../examples/CodeContainer/get.json | 33 + .../examples/CodeContainer/list.json | 58 + .../examples/CodeVersion/createOrUpdate.json | 79 + .../examples/CodeVersion/delete.json | 14 + .../examples/CodeVersion/get.json | 39 + .../examples/CodeVersion/list.json | 46 + .../ComponentContainer/createOrUpdate.json | 72 + .../examples/ComponentContainer/delete.json | 13 + .../examples/ComponentContainer/get.json | 36 + .../examples/ComponentContainer/list.json | 41 + .../ComponentVersion/createOrUpdate.json | 85 + .../examples/ComponentVersion/delete.json | 14 + .../examples/ComponentVersion/get.json | 41 + .../examples/ComponentVersion/list.json | 48 + .../Compute/createOrUpdate/AKSCompute.json | 56 + .../Compute/createOrUpdate/AmlCompute.json | 86 + .../createOrUpdate/BasicAKSCompute.json | 44 + .../createOrUpdate/BasicAmlCompute.json | 60 + .../BasicDataFactoryCompute.json | 44 + .../createOrUpdate/ComputeInstance.json | 61 + .../ComputeInstanceMinimal.json | 47 + .../createOrUpdate/KubernetesCompute.json | 123 + .../examples/Compute/delete.json | 20 + .../examples/Compute/get/AKSCompute.json | 27 + .../examples/Compute/get/AmlCompute.json | 56 + .../examples/Compute/get/ComputeInstance.json | 62 + .../Compute/get/KubernetesCompute.json | 54 + .../examples/Compute/list.json | 45 + .../examples/Compute/listKeys.json | 19 + .../examples/Compute/listNodes.json | 33 + .../examples/Compute/patch.json | 38 + .../examples/Compute/restart.json | 12 + .../examples/Compute/start.json | 12 + .../examples/Compute/stop.json | 12 + .../DataContainer/createOrUpdate.json | 79 + .../examples/DataContainer/delete.json | 13 + .../examples/DataContainer/get.json | 38 + .../examples/DataContainer/list.json | 67 + .../DataVersionBase/createOrUpdate.json | 82 + .../examples/DataVersionBase/delete.json | 14 + .../examples/DataVersionBase/get.json | 40 + .../examples/DataVersionBase/list.json | 48 + .../AzureBlobWAccountKey/createOrUpdate.json | 97 + .../createOrUpdate.json | 98 + .../createOrUpdate.json | 107 + .../AzureFileWAccountKey/createOrUpdate.json | 95 + .../examples/Datastore/delete.json | 13 + .../examples/Datastore/get.json | 43 + .../examples/Datastore/list.json | 56 + .../examples/Datastore/listSecrets.json | 18 + .../EnvironmentContainer/createOrUpdate.json | 82 + .../examples/EnvironmentContainer/delete.json | 13 + .../examples/EnvironmentContainer/get.json | 33 + .../examples/EnvironmentContainer/list.json | 38 + .../EnvironmentVersion/createOrUpdate.json | 138 + .../examples/EnvironmentVersion/delete.json | 14 + .../examples/EnvironmentVersion/get.json | 59 + .../examples/EnvironmentVersion/list.json | 66 + .../examples/ExternalFQDN/get.json | 46 + .../Job/CommandJob/createOrUpdate.json | 252 + .../examples/Job/CommandJob/get.json | 98 + .../examples/Job/CommandJob/list.json | 105 + .../Job/PipelineJob/createOrUpdate.json | 168 + .../examples/Job/PipelineJob/get.json | 69 + .../examples/Job/PipelineJob/list.json | 76 + .../examples/Job/SweepJob/createOrUpdate.json | 246 + .../examples/Job/SweepJob/get.json | 95 + .../examples/Job/SweepJob/list.json | 102 + .../examples/Job/cancel.json | 13 + .../examples/Job/delete.json | 14 + .../ModelContainer/createOrUpdate.json | 64 + .../examples/ModelContainer/delete.json | 13 + .../examples/ModelContainer/get.json | 33 + .../examples/ModelContainer/list.json | 38 + .../examples/ModelVersion/createOrUpdate.json | 103 + .../examples/ModelVersion/delete.json | 14 + .../examples/ModelVersion/get.json | 47 + .../examples/ModelVersion/list.json | 59 + .../examples/Notebook/listKeys.json | 16 + .../examples/Notebook/prepare.json | 21 + .../createOrUpdate.json | 244 + .../KubernetesOnlineDeployment/get.json | 96 + .../KubernetesOnlineDeployment/listSkus.json | 35 + .../KubernetesOnlineDeployment/update.json | 107 + .../createOrUpdate.json | 229 + .../ManagedOnlineDeployment/get.json | 91 + .../ManagedOnlineDeployment/listSkus.json | 35 + .../ManagedOnlineDeployment/update.json | 102 + .../examples/OnlineDeployment/delete.json | 15 + .../examples/OnlineDeployment/getLogs.json | 21 + .../examples/OnlineDeployment/list.json | 103 + .../OnlineEndpoint/createOrUpdate.json | 142 + .../examples/OnlineEndpoint/delete.json | 14 + .../examples/OnlineEndpoint/get.json | 62 + .../examples/OnlineEndpoint/getToken.json | 20 + .../examples/OnlineEndpoint/list.json | 73 + .../examples/OnlineEndpoint/listKeys.json | 18 + .../OnlineEndpoint/regenerateKeys.json | 17 + .../examples/OnlineEndpoint/update.json | 72 + .../createOrUpdate.json | 38 + .../PrivateEndpointConnection/delete.json | 14 + .../PrivateEndpointConnection/get.json | 30 + .../PrivateEndpointConnection/list.json | 50 + .../examples/PrivateLinkResource/list.json | 28 + .../examples/Quota/list.json | 415 + .../examples/Quota/update.json | 45 + .../examples/Usage/list.json | 400 + .../examples/VirtualMachineSize/list.json | 388 + .../examples/Workspace/create.json | 104 + .../examples/Workspace/delete.json | 13 + .../examples/Workspace/diagnose.json | 45 + .../examples/Workspace/get.json | 84 + .../Workspace/listByResourceGroup.json | 46 + .../Workspace/listBySubscription.json | 45 + .../examples/Workspace/listKeys.json | 35 + .../Workspace/listNotebookAccessToken.json | 20 + .../Workspace/listStorageAccountKeys.json | 15 + .../examples/Workspace/operationsList.json | 37 + .../examples/Workspace/resyncKeys.json | 12 + .../examples/Workspace/update.json | 41 + .../examples/WorkspaceConnection/create.json | 30 + .../examples/WorkspaceConnection/delete.json | 13 + .../examples/WorkspaceConnection/get.json | 23 + .../examples/WorkspaceConnection/list.json | 38 + .../examples/WorkspaceFeature/list.json | 26 + .../machineLearningServices.json | 5666 +++++++++ .../preview/2022-06-01-preview/mfe.json | 10065 ++++++++++++++++ .../2022-06-01-preview/workspaceFeatures.json | 114 + 141 files changed, 24907 insertions(+) create mode 100644 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specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json create mode 100644 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specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json new file mode 100644 index 000000000000..325a0ee4d68f --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json @@ -0,0 +1,220 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "compute": "string", + "errorThreshold": 1, + "retrySettings": { + "maxRetries": 1, + "timeout": "PT5M" + }, + "miniBatchSize": 1, + "loggingLevel": "Info", + "model": { + "referenceType": "Id", + "assetId": "string" + }, + "maxConcurrencyPerInstance": 1, + "outputAction": "SummaryOnly", 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"2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json new file mode 100644 index 000000000000..21b23ca7b532 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json @@ -0,0 +1,15 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json new file mode 100644 index 000000000000..c8e6ae6c9764 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json @@ -0,0 +1,88 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "compute": "string", + "errorThreshold": 1, + "retrySettings": { + "maxRetries": 1, + "timeout": "PT5M" + }, + "miniBatchSize": 1, + "loggingLevel": "Info", + "model": { + "referenceType": "Id", + "assetId": "string" + }, + "maxConcurrencyPerInstance": 1, + "outputAction": "SummaryOnly", + "outputFileName": "string", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "843c2bb4-e5f1-4267-98c8-ba22a99dbb00": null + } + } + }, + "provisioningState": "Creating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json new file mode 100644 index 000000000000..e6147538c70c --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json @@ -0,0 +1,95 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "compute": "string", + "errorThreshold": 1, + "retrySettings": { + "maxRetries": 1, + "timeout": "PT5M" + }, + "miniBatchSize": 1, + "loggingLevel": "Info", + "model": { + "referenceType": "Id", + "assetId": "string" + }, + "maxConcurrencyPerInstance": 1, + "outputAction": "SummaryOnly", + "outputFileName": "string", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "a3c13e2e-a213-4cac-9f5a-b49966906ad6": null + } + } + }, + "provisioningState": "Creating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json new file mode 100644 index 000000000000..b8d848abe295 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json @@ -0,0 +1,95 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string" + }, + "tags": {} + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "compute": "string", + "errorThreshold": 1, + "retrySettings": { + "maxRetries": 1, + "timeout": "PT5M" + }, + "miniBatchSize": 1, + "loggingLevel": "Info", + "model": { + "referenceType": "Id", + "assetId": "string" + }, + "maxConcurrencyPerInstance": 1, + "outputAction": "SummaryOnly", + "outputFileName": "string", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "1e5e1cf9-b0ea-4cf6-9764-e750bf85c10a": null + } + } + }, + "provisioningState": "Creating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json new file mode 100644 index 000000000000..b9a00bcb1919 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json @@ -0,0 +1,139 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + } + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "userAssignedIdentities": { + "string": {} + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + }, + "provisioningState": "Succeeded" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + }, + "provisioningState": "Updating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json new file mode 100644 index 000000000000..9670dd39b685 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "resourceGroup-1234", + "workspaceName": "testworkspace", + "endpointName": "testBatchEndpoint", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json new file mode 100644 index 000000000000..56eff71ddacb --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json @@ -0,0 +1,60 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json new file mode 100644 index 000000000000..12e3199e98ab --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json @@ -0,0 +1,66 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-05-01", + "$skipToken": "string", + "count": 1 + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json new file mode 100644 index 000000000000..dc5b791832d7 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json @@ -0,0 +1,18 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "primaryKey": "string", + "secondaryKey": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json new file mode 100644 index 000000000000..57532fd03eff --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json @@ -0,0 +1,71 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "body": { + "tags": {}, + "identity": { + "type": "SystemAssigned", + "userAssignedIdentities": { + "string": {} + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "defaults": { + "deploymentName": "string" + }, + "provisioningState": "Creating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json new file mode 100644 index 000000000000..af2ead3f29c0 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json @@ -0,0 +1,64 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testContainer", + "body": { + "properties": { + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/testContainer", + "name": "testContainer", + "type": "Microsoft.MachineLearningServices/workspaces/codes", + "properties": { + "description": "string", + "tags": { + "property1": "string", + "property2": "string" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/testContainer", + "name": "testContainer", + "type": "Microsoft.MachineLearningServices/workspaces/codes", + "properties": { + "description": "string", + "tags": { + "property1": "string", + "property2": "string" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json new file mode 100644 index 000000000000..6af478db9b12 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testContainer" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json new file mode 100644 index 000000000000..020774d61070 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json @@ -0,0 +1,33 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testContainer" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/testContainer", + "name": "testContainer", + "type": "Microsoft.MachineLearningServices/workspaces/codes", + "properties": { + "description": "string", + "tags": { + "property1": "string", + "property2": "string" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-08-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json new file mode 100644 index 000000000000..9aed9608ea19 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json @@ -0,0 +1,58 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "$skipToken": "skiptoken" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/testContainer", + "name": "testContainer", + "type": "Microsoft.MachineLearningServices/workspaces/codes", + "properties": { + "description": "string", + "tags": { + "property1": "string", + "property2": "string" + } + }, + "systemData": { + "createdAt": "2020-08-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-08-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/testContainer2", + "name": "testContainer2", + "type": "Microsoft.MachineLearningServices/workspaces/codes", + "properties": { + "description": "string", + "tags": { + "property1": "string", + "property2": "string" + } + }, + "systemData": { + "createdAt": "2020-08-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-08-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json new file mode 100644 index 000000000000..17d378156585 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json @@ -0,0 +1,79 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "codeUri": "https://blobStorage/folderName" + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "codeUri": "https://blobStorage/folderName" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "codeUri": "https://blobStorage/folderName" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json new file mode 100644 index 000000000000..05fef731fa55 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json new file mode 100644 index 000000000000..a906d24c9fd1 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json @@ -0,0 +1,39 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "codeUri": "https://blobStorage/folderName" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json new file mode 100644 index 000000000000..b4937e2a1a0e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json @@ -0,0 +1,46 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "codeUri": "https://blobStorage/folderName" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json new file mode 100644 index 000000000000..ea6f6d64d56b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json @@ -0,0 +1,72 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json new file mode 100644 index 000000000000..569920e83825 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json new file mode 100644 index 000000000000..731774356637 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json @@ -0,0 +1,36 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json new file mode 100644 index 000000000000..c1411d9db20a --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json @@ -0,0 +1,41 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-05-01", + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json new file mode 100644 index 000000000000..36197d964c35 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json @@ -0,0 +1,85 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01", + "body": { + 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"properties": { + "string": "string" + }, + "isAnonymous": false, + "componentSpec": { + "a6c1349d-5e45-48da-92c3-3ce176cb30e9": null + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json new file mode 100644 index 000000000000..05fef731fa55 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json new file mode 100644 index 000000000000..61f22809fac1 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json @@ -0,0 +1,41 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "componentSpec": { + "1a7c40b5-2029-4f5f-a8d6-fd0822038773": null + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json new file mode 100644 index 000000000000..22c94b9c57eb --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json @@ -0,0 +1,48 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "componentSpec": { + "50acbce5-cccc-475a-8ac6-c4da402afbd8": null + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json new file mode 100644 index 000000000000..8ba39dc2149b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json @@ -0,0 +1,56 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "AKS", + "properties": { + "agentCount": 4 + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "AKS", + "provisioningState": "Succeeded", + "properties": { + "agentCount": 4 + } + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "AKS", + "provisioningState": "Updating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json new file mode 100644 index 000000000000..e73b25f96f8c --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json @@ -0,0 +1,86 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "AmlCompute", + "description": "some compute", + "properties": { + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 4, + "nodeIdleTimeBeforeScaleDown": "PT5M" + } + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus2", + "properties": { + "description": "some compute", + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "computeType": "AmlCompute", + "provisioningState": "Succeeded", + "properties": { + "vmSize": "STANDARD_NC6", + "vmPriority": "Dedicated", + "osType": "Windows", + "virtualMachineImage": null, + "isolatedNetwork": false, + "subnet": { + "id": "test-subnet-resource-id" + }, + "scaleSettings": { + "maxNodeCount": 1, + "minNodeCount": 0, + "nodeIdleTimeBeforeScaleDown": "PT5M" + }, + "remoteLoginPortPublicAccess": "Enabled", + "allocationState": "Resizing", + "allocationStateTransitionTime": "2017-09-27T22:28:08.998Z", + "errors": null, + "currentNodeCount": 0, + "targetNodeCount": 1, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 0, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "enableNodePublicIp": true + } + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus2", + "properties": { + "description": "some compute", + "computeType": "AmlCompute", + "provisioningState": "Updating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json new file mode 100644 index 000000000000..e3fc0057381b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json @@ -0,0 +1,44 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "AKS" + } + } + }, + "responses": { + "200": { + "body": { + "id": "subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "AKS", + "provisioningState": "Creating" + } + } + }, + "201": { + "body": { + "id": "subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "AKS", + "provisioningState": "Creating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json new file mode 100644 index 000000000000..3983705439ef --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json @@ -0,0 +1,60 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "AmlCompute", + "properties": { + "vmSize": "STANDARD_NC6", + "vmPriority": "Dedicated", + "osType": "Windows", + "virtualMachineImage": { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/myResourceGroup/providers/Microsoft.Compute/galleries/myImageGallery/images/myImageDefinition/versions/0.0.1" + }, + "isolatedNetwork": false, + "scaleSettings": { + "maxNodeCount": 1, + "minNodeCount": 0, + "nodeIdleTimeBeforeScaleDown": "PT5M" + }, + "remoteLoginPortPublicAccess": "NotSpecified", + "enableNodePublicIp": true + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "AmlCompute", + "provisioningState": "Creating" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "AmlCompute", + "provisioningState": "Creating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json new file mode 100644 index 000000000000..ab854e8b2576 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json @@ -0,0 +1,44 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "DataFactory" + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "DataFactory", + "provisioningState": "Creating" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "DataFactory", + "provisioningState": "Creating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json new file mode 100644 index 000000000000..aae33ceacacf --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json @@ -0,0 +1,61 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "properties": { + "vmSize": "STANDARD_NC6", + "subnet": { + "id": "test-subnet-resource-id" + }, + "applicationSharingPolicy": "Personal", + "sshSettings": { + "sshPublicAccess": "Disabled" + }, + "computeInstanceAuthorizationType": "personal", + "personalComputeInstanceSettings": { + "assignedUser": { + "objectId": "00000000-0000-0000-0000-000000000000", + "tenantId": "00000000-0000-0000-0000-000000000000" + } + } + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "provisioningState": "Creating" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "provisioningState": "Creating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json new file mode 100644 index 000000000000..470dbfa9d68a --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json @@ -0,0 +1,47 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "properties": { + "vmSize": "STANDARD_NC6" + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "provisioningState": "Creating" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "computeType": "ComputeInstance", + "provisioningState": "Creating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json new file mode 100644 index 000000000000..9daf87d9b30b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json @@ -0,0 +1,123 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "Kubernetes", + "properties": { + "namespace": "default", + "defaultInstanceType": "defaultInstanceType", + "instanceTypes": { + "defaultInstanceType": { + "nodeSelector": null, + "resources": { + "requests": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + }, + "limits": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + } + } + } + } + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "Kubernetes", + "provisioningState": "Creating", + "properties": { + "relayConnectionString": null, + "serviceBusConnectionString": null, + "extensionPrincipalId": null, + "extensionInstanceReleaseTrain": "stable", + "vcName": null, + "namespace": "default", + "defaultInstanceType": "defaultInstanceType", + "instanceTypes": { + "defaultInstanceType": { + "nodeSelector": null, + "resources": { + "requests": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + }, + "limits": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + } + } + } + } + } + } + } + }, + "201": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "Kubernetes", + "provisioningState": "Creating", + "properties": { + "relayConnectionString": null, + "serviceBusConnectionString": null, + "extensionPrincipalId": null, + "extensionInstanceReleaseTrain": "stable", + "vcName": null, + "namespace": "default", + "defaultInstanceType": "defaultInstanceType", + "instanceTypes": { + "defaultInstanceType": { + "nodeSelector": null, + "resources": { + "requests": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + }, + "limits": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + } + } + } + } + } + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json new file mode 100644 index 000000000000..2230307bad3e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json @@ -0,0 +1,20 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "underlyingResourceAction": "Delete" + }, + "responses": { + "200": {}, + "202": { + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus...", + "Location": "https://management.azure.com/subscriptions/...pathToOperationResult..." + } + }, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json new file mode 100644 index 000000000000..8dd364d73b10 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json @@ -0,0 +1,27 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "AKS", + "provisioningState": "Succeeded" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json new file mode 100644 index 000000000000..4da33c66beaa --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json @@ -0,0 +1,56 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus2", + "properties": { + "description": "some compute", + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "computeType": "AmlCompute", + "provisioningState": "Succeeded", + "properties": { + "vmSize": "STANDARD_NC6", + "vmPriority": "Dedicated", + "osType": "Windows", + "virtualMachineImage": null, + "isolatedNetwork": false, + "subnet": { + "id": "test-subnet-resource-id" + }, + "scaleSettings": { + "maxNodeCount": 1, + "minNodeCount": 0, + "nodeIdleTimeBeforeScaleDown": "PT5M" + }, + "remoteLoginPortPublicAccess": "Enabled", + "allocationState": "Resizing", + "allocationStateTransitionTime": "2017-09-27T22:28:08.998Z", + "errors": null, + "currentNodeCount": 0, + "targetNodeCount": 1, + "nodeStateCounts": { + "preparingNodeCount": 0, + "runningNodeCount": 0, + "idleNodeCount": 0, + "unusableNodeCount": 0, + "leavingNodeCount": 0, + "preemptedNodeCount": 0 + }, + "enableNodePublicIp": true + } + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json new file mode 100644 index 000000000000..8a1466a3943e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json @@ -0,0 +1,62 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus2", + "properties": { + "description": "some compute", + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "computeType": "ComputeInstance", + "provisioningState": "Succeeded", + "properties": { + "vmSize": "STANDARD_NC6", + "subnet": { + "id": "test-subnet-resource-id" + }, + "applicationSharingPolicy": "Shared", + "sshSettings": { + "sshPublicAccess": "Enabled", + "adminUserName": "azureuser", + "sshPort": 22 + }, + "computeInstanceAuthorizationType": "personal", + "personalComputeInstanceSettings": { + "assignedUser": { + "objectId": "00000000-0000-0000-0000-000000000000", + "tenantId": "00000000-0000-0000-0000-000000000000" + } + }, + "createdBy": { + "userName": "foobar@microsoft.com", + "userOrgId": "00000000-0000-0000-0000-000000000000", + "userId": "00000000-0000-0000-0000-000000000000" + }, + "connectivityEndpoints": { + "publicIpAddress": "10.0.0.1", + "privateIpAddress": "10.0.0.1" + }, + "applications": [ + { + "displayName": "Jupyter", + "endpointUri": "https://compute123.eastus2.azureml.net/jupyter" + } + ], + "errors": null, + "state": "Running" + } + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json new file mode 100644 index 000000000000..074cb17719fc --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json @@ -0,0 +1,54 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "description": "some compute", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "Kubernetes", + "provisioningState": "Succeeded", + "isAttachedCompute": true, + "properties": { + "relayConnectionString": null, + "serviceBusConnectionString": null, + "extensionPrincipalId": null, + "extensionInstanceReleaseTrain": "stable", + "vcName": null, + "namespace": "default", + "defaultInstanceType": "defaultInstanceType", + "instanceTypes": { + "defaultInstanceType": { + "nodeSelector": null, + "resources": { + "requests": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + }, + "limits": { + "cpu": "1", + "memory": "4Gi", + "nvidia.com/gpu": null + } + } + } + } + } + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/list.json new file mode 100644 index 000000000000..657146bbdf03 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/list.json @@ -0,0 +1,45 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "api-version": "2021-04-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus", + "properties": { + "description": "some compute", + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2", + "computeType": "AKS", + "provisioningState": "Succeeded" + } + }, + { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute1234", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute1234", + "location": "eastus", + "properties": { + "description": "some compute", + "createdOn": "2021-04-01T22:00:00.0000000+00:00", + "modifiedOn": "2021-04-01T22:00:00.0000000+00:00", + "resourceId": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute1234-56826-c9b00420020b2", + "computeType": "AKS", + "provisioningState": "Succeeded" + } + } + ], + "nextLink": "nextLink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json new file mode 100644 index 000000000000..0a41db74c884 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json @@ -0,0 +1,19 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "computeType": "AKS", + "userKubeConfig": "user kube config...", + "adminKubeConfig": "admin kube config...", + "imagePullSecretName": "the image pull secret name" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json new file mode 100644 index 000000000000..5cdeca53227e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json @@ -0,0 +1,33 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "nodes": [ + { + "nodeId": "tvm-3601533753_1-20170719t162906z", + "privateIpAddress": "13.84.190.124", + "publicIpAddress": "13.84.190.134", + "port": 50000, + "nodeState": "running", + "runId": "2f378a44-38f2-443a-9f0d-9909d0b47890" + }, + { + "nodeId": "tvm-3601533753_2-20170719t162906z", + "privateIpAddress": "13.84.190.124", + "publicIpAddress": "13.84.190.134", + "port": 50001, + "nodeState": "idle" + } + ], + "nextLink": "nextLink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json new file mode 100644 index 000000000000..4373655fab5b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json @@ -0,0 +1,38 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01", + "parameters": { + "properties": { + "properties": { + "scaleSettings": { + "maxNodeCount": 4, + "minNodeCount": 4, + "nodeIdleTimeBeforeScaleDown": "PT5M" + } + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/computes/compute123", + "type": "Microsoft.MachineLearningServices/workspaces/computes", + "name": "compute123", + "location": "eastus2", + "properties": { + "description": "some compute", + "computeType": "AmlCompute", + "provisioningState": "Updating" + } + }, + "headers": { + "Azure-AsyncOperation": "https://management.azure.com/subscriptions/...pathToOperationStatus..." + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json new file mode 100644 index 000000000000..27608acb81a4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json @@ -0,0 +1,12 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json new file mode 100644 index 000000000000..27608acb81a4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json @@ -0,0 +1,12 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json new file mode 100644 index 000000000000..27608acb81a4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json @@ -0,0 +1,12 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-05-01" + }, + "responses": { + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json new file mode 100644 index 000000000000..2905f769afb9 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json @@ -0,0 +1,79 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "datacontainer123", + "body": { + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspace123/data/datacontainer123", + "name": "datacontainer123", + "type": "Microsoft.MachineLearningServices/workspaces/data", + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspace123/data/datacontainer123", + "name": "datacontainer123", + "type": "Microsoft.MachineLearningServices/workspaces/data", + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json new file mode 100644 index 000000000000..b400ce1bccce --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "datacontainer123" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json new file mode 100644 index 000000000000..f14a4608b32e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json @@ -0,0 +1,38 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "datacontainer123" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspace123/data/datacontainer123", + "name": "datacontainer123", + "type": "Microsoft.MachineLearningServices/workspaces/data", + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json new file mode 100644 index 000000000000..1ace6aa45290 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json @@ -0,0 +1,67 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspace123/data/datacontainer123", + "name": "datastore123", + "type": "Microsoft.MachineLearningServices/workspaces/data", + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspace123/data/datacontainer124", + "name": "datastore124", + "type": "Microsoft.MachineLearningServices/workspaces/data", + "properties": { + "dataType": "UriFile", + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + }, + "properties": { + "properties1": "value1", + "properties2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "nextlink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json new file mode 100644 index 000000000000..da1cbcdbfcb3 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json @@ -0,0 +1,82 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01", + "body": { + "properties": { + "dataType": "uri_file", + "dataUri": "string", + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "dataType": "uri_file", + "dataUri": "string", + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "dataType": "uri_file", + "dataUri": "string", + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json new file mode 100644 index 000000000000..05fef731fa55 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json new file mode 100644 index 000000000000..30d7e12ffc9e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json @@ -0,0 +1,40 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "dataType": "uri_file", + "dataUri": "string", + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json new file mode 100644 index 000000000000..b4577373abd7 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json @@ -0,0 +1,48 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string", + "$tags": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "dataType": "uri_file", + "dataUri": "string", + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json new file mode 100644 index 000000000000..2052f710a99b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json @@ -0,0 +1,97 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "skipValidation": false, + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "AccountKey", + "secrets": { + "secretsType": "AccountKey", + "key": "string" + } + }, + "datastoreType": "AzureBlob", + "accountName": "string", + "containerName": "string", + "endpoint": "core.windows.net", + "protocol": "https" + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "isDefault": false, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "string", + "containerName": "string", + "endpoint": "core.windows.net", + "protocol": "https" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "isDefault": false, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "string", + "containerName": "string", + "endpoint": "core.windows.net", + "protocol": "https" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json new file mode 100644 index 000000000000..9c5528bc8080 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json @@ -0,0 +1,98 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "skipValidation": false, + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "ServicePrincipal", + "authorityUrl": "string", + "resourceUrl": "string", + "tenantId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444", + "secrets": { + "secretsType": "ServicePrincipal", + "clientSecret": "string" + } + }, + "datastoreType": "AzureDataLakeGen1", + "storeName": "string" + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "ServicePrincipal", + "authorityUrl": "string", + "resourceUrl": "string", + "tenantId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + }, + "datastoreType": "AzureDataLakeGen1", + "storeName": "string" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "ServicePrincipal", + "authorityUrl": "string", + 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json @@ -0,0 +1,107 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "skipValidation": false, + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "ServicePrincipal", + "authorityUrl": "string", + "resourceUrl": "string", + "tenantId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444", + "secrets": { + "secretsType": "ServicePrincipal", + "clientSecret": "string" + } + }, + "datastoreType": "AzureDataLakeGen2", + "filesystem": "string", + "accountName": "string", + "endpoint": "string", + "protocol": "string" + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "ServicePrincipal", + "authorityUrl": "string", + "resourceUrl": "string", + "tenantId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + }, + "datastoreType": "AzureDataLakeGen2", + "filesystem": "string", + "accountName": "string", + "endpoint": "string", + "protocol": "string" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json new file mode 100644 index 000000000000..de2b864cfc67 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json @@ -0,0 +1,95 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "skipValidation": false, + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "AccountKey", + "secrets": { + "secretsType": "AccountKey", + "key": "string" + } + }, + "datastoreType": "AzureFile", + "accountName": "string", + "fileShareName": "string", + "endpoint": "string", + "protocol": "string" + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureFile", + "accountName": "string", + "fileShareName": "string", + "endpoint": "string", + "protocol": "string" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureFile", + "accountName": "string", + "fileShareName": "string", + "endpoint": "string", + "protocol": "string" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json new file mode 100644 index 000000000000..569920e83825 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json new file mode 100644 index 000000000000..a6f70871cbdf --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json @@ -0,0 +1,43 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "isDefault": false, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "string", + "containerName": "string", + "endpoint": "core.windows.net", + "protocol": "https" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json new file mode 100644 index 000000000000..980f9c8f8dd8 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json @@ -0,0 +1,56 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-05-01", + "$skipToken": "string", + "count": 1, + "isDefault": false, + "names": [ + "string" + ], + "searchText": "string", + "orderBy": "string", + "orderByAsc": false + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "isDefault": false, + "properties": null, + "credentials": { + "credentialsType": "AccountKey" + }, + "datastoreType": "AzureBlob", + "accountName": "string", + "containerName": "string", + "endpoint": "core.windows.net", + "protocol": "https" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json new file mode 100644 index 000000000000..1f6096077ec2 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json @@ -0,0 +1,18 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "secretsType": "AccountKey", + "key": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json new file mode 100644 index 000000000000..67cf5f46ec77 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json @@ -0,0 +1,82 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testEnvironment", + "body": { + "properties": { + "properties": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "tags": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "description": "string" + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/testEnvironment", + "name": "testEnvironment", + "type": "Microsoft.MachineLearningServices/workspaces/environments", + "properties": { + "properties": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "tags": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "description": "string" + }, + "systemData": { + "createdAt": "2020-12-04T03:39:11.300Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-12-04T03:39:11.300Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/testEnvironment", + "name": "testEnvironment", + "type": "Microsoft.MachineLearningServices/workspaces/environments", + "properties": { + "properties": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "tags": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "description": "string" + }, + "systemData": { + "createdAt": "2020-12-04T03:39:11.301Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-12-04T03:39:11.301Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json new file mode 100644 index 000000000000..6af478db9b12 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testContainer" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json new file mode 100644 index 000000000000..baf9d98ad686 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json @@ -0,0 +1,33 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "name": "testEnvironment" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/testEnvironment", + "name": "testEnvironment", + "type": "Microsoft.MachineLearningServices/workspaces/environments", + "properties": { + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json new file mode 100644 index 000000000000..95dfb0aab152 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json @@ -0,0 +1,38 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "$skipToken": "skiptoken" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/testEnvironment", + "name": "testEnvironment", + "type": "Microsoft.MachineLearningServices/workspaces/environments", + "properties": { + "description": "string", + "tags": { + "tag1": "value1", + "tag2": "value2" + } + }, + "systemData": { + "createdAt": "2020-12-01T12:00:00.000Z", + "createdBy": "John Smith", + "createdByType": "User", + "lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json new file mode 100644 index 000000000000..034eba427bb9 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json @@ -0,0 +1,138 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "image": "docker.io/tensorflow/serving:latest", + "condaFile": "string", + "build": { + "contextUri": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "dockerfilePath": "prod/Dockerfile" + }, + "inferenceConfig": { + "livenessRoute": { + "path": "string", + "port": 1 + }, + "readinessRoute": { + "path": "string", + "port": 1 + }, + "scoringRoute": { + "path": "string", + "port": 1 + } + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "environmentType": "Curated", + "image": "docker.io/tensorflow/serving:latest", + "condaFile": "string", + "build": { + "contextUri": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "dockerfilePath": "prod/Dockerfile" + }, + "inferenceConfig": { + "livenessRoute": { + "path": "string", + "port": 1 + }, + "readinessRoute": { + "path": "string", + "port": 1 + }, + "scoringRoute": { + "path": "string", + "port": 1 + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "environmentType": "Curated", + "image": "docker.io/tensorflow/serving:latest", + "condaFile": "string", + "build": { + "contextUri": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "dockerfilePath": "prod/Dockerfile" + }, + "inferenceConfig": { + "livenessRoute": { + "path": "string", + "port": 1 + }, + "readinessRoute": { + "path": "string", + "port": 1 + }, + "scoringRoute": { + "path": "string", + "port": 1 + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json new file mode 100644 index 000000000000..05fef731fa55 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json new file mode 100644 index 000000000000..5d46b10ffa82 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json @@ -0,0 +1,59 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "environmentType": "Curated", + "image": "docker.io/tensorflow/serving:latest", + "condaFile": "string", + "build": { + "contextUri": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "dockerfilePath": "prod/Dockerfile" + }, + "inferenceConfig": { + "livenessRoute": { + "path": "string", + "port": 1 + }, + "readinessRoute": { + "path": "string", + "port": 1 + }, + "scoringRoute": { + "path": "string", + "port": 1 + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json new file mode 100644 index 000000000000..2cae6e46b47b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json @@ -0,0 +1,66 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "environmentType": "Curated", + "image": "docker.io/tensorflow/serving:latest", + "condaFile": "string", + "build": { + "contextUri": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "dockerfilePath": "prod/Dockerfile" + }, + "inferenceConfig": { + "livenessRoute": { + "path": "string", + "port": 1 + }, + "readinessRoute": { + "path": "string", + "port": 1 + }, + "scoringRoute": { + "path": "string", + "port": 1 + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json new file mode 100644 index 000000000000..ce75b948fdf8 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json @@ -0,0 +1,46 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "properties": { + "category": "Azure Active Directory", + "endpoints": [ + { + "domainName": "login.microsoftonline.com", + "endpointDetails": [ + { + "port": 443 + } + ] + } + ] + } + }, + { + "properties": { + "category": "Azure portal", + "endpoints": [ + { + "domainName": "management.azure.com", + "endpointDetails": [ + { + "port": 443 + } + ] + } + ] + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json new file mode 100644 index 000000000000..6e52a3a3c0f7 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json @@ -0,0 +1,252 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "id": "string", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "jobType": "Command", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "e6b6493e-7d5e-4db3-be1e-306ec641327e": null + } + } + }, + "codeId": "string", + "command": "string", + "environmentId": 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--git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json new file mode 100644 index 000000000000..e96185d3e633 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json @@ -0,0 +1,102 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-05-01", + "$skipToken": "string", + "jobType": "string", + "tag": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + 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+ "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json new file mode 100644 index 000000000000..ec2b538ca087 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json @@ -0,0 +1,64 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "testContainer", + "body": { + "properties": { + "description": "Model container description", + "tags": { + "tag1": "value1", + "tag2": "value2" + } + } + } + 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"resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "testContainer" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json new file mode 100644 index 000000000000..f0cbdd2b8e0a --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json @@ -0,0 +1,33 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "name": "testContainer" + }, + "responses": { + "200": { + "body": { + "id": 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"lastModifiedAt": "2020-12-01T12:00:00.000Z", + "lastModifiedBy": "John Smith", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "nextlink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json new file mode 100644 index 000000000000..28c0777c5d56 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json @@ -0,0 +1,103 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01", + "body": { + "properties": 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "version": "string", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json new file mode 100644 index 000000000000..9043c8380b0c --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json @@ -0,0 +1,47 @@ +{ 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a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json new file mode 100644 index 000000000000..022c2918b4e5 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json @@ -0,0 +1,59 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-05-01", + "$skipToken": "string", + "$orderBy": "string", + "$top": 1, + "version": "string", + "description": "string", + "offset": 1, + "tags": "string", + "properties": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "isAnonymous": false, + "flavors": { + "string": { + "data": { + "string": "string" + } + } + }, + "modelType": "CustomModel", + "modelUri": "string" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json new file mode 100644 index 000000000000..469ec34a6731 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json @@ -0,0 +1,16 @@ +{ + "parameters": { + "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "primaryAccessKey": null, + "secondaryAccessKey": null + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json new file mode 100644 index 000000000000..337f56649123 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json @@ 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json @@ -0,0 +1,244 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "scaleSettings": { + "scaleType": "Default" + }, + "requestSettings": { + "maxQueueWait": "PT5M", + "requestTimeout": "PT5M", + "maxConcurrentRequestsPerInstance": 1 + }, + "modelMountPath": "string", + "appInsightsEnabled": false, + "livenessProbe": { + 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/get.json @@ -0,0 +1,96 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "scaleSettings": { + "scaleType": "Default" + }, + "requestSettings": { + "maxQueueWait": "PT5M", + "requestTimeout": "PT5M", + "maxConcurrentRequestsPerInstance": 1 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@@ -0,0 +1,91 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "scaleSettings": { + "scaleType": "Default" + }, + "requestSettings": { + "maxQueueWait": "PT5M", + "requestTimeout": "PT5M", + "maxConcurrentRequestsPerInstance": 1 + }, + "appInsightsEnabled": false, + "livenessProbe": { + "failureThreshold": 1, + "successThreshold": 1, + "timeout": "PT5M", + "period": "PT5M", + "initialDelay": "PT5M" + }, + 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"capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json new file mode 100644 index 000000000000..d7ce4dfd1573 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json @@ -0,0 +1,35 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01", + "$skipToken": "string", + "count": 1 + }, + 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"parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "deploymentName": "testDeploymentName", + "api-version": "2022-05-01", + "body": { + "tags": {}, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "scaleSettings": { + "scaleType": "Default" + }, + "requestSettings": { + "maxQueueWait": "PT5M", + "requestTimeout": "PT5M", + "maxConcurrentRequestsPerInstance": 1 + }, + "appInsightsEnabled": false, + "livenessProbe": { + "failureThreshold": 1, + "successThreshold": 1, + "timeout": "PT5M", + "period": "PT5M", + "initialDelay": "PT5M" + }, + "provisioningState": "Creating", + "instanceType": "string", + "model": "string", + "endpointComputeType": "Managed", + "modelMountPath": "string", + "readinessProbe": { + "failureThreshold": 30, + "successThreshold": 1, + "timeout": "PT2S", + "period": "PT10S", + "initialDelay": "PT1S" + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json new file mode 100644 index 000000000000..b92f54c179cc --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json @@ -0,0 +1,15 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "endpointName": "testEndpoint", + "deploymentName": "testDeployment" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json new file mode 100644 index 000000000000..6d66ad3ce0e8 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json @@ -0,0 +1,21 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "testrg123", + "workspaceName": "workspace123", + "api-version": "2022-05-01", + "endpointName": "testEndpoint", + "deploymentName": "testDeployment", + "body": { + "containerType": "StorageInitializer", + "tail": 0 + } + }, + "responses": { + "200": { + "body": { + "content": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json new file mode 100644 index 000000000000..030d806d818f --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json @@ -0,0 +1,103 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "$orderBy": "string", + "$top": 1, + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "codeConfiguration": { + "codeId": "string", + "scoringScript": "string" + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "scaleSettings": { + "scaleType": "Default" + }, + "requestSettings": { + "maxQueueWait": "PT5M", + "requestTimeout": "PT5M", + "maxConcurrentRequestsPerInstance": 1 + }, + "modelMountPath": "string", + "appInsightsEnabled": false, + "livenessProbe": { + "failureThreshold": 1, + "successThreshold": 1, + "timeout": "PT5M", + "period": "PT5M", + "initialDelay": "PT5M" + }, + "provisioningState": "Creating", + "instanceType": "string", + "model": "string", + "endpointComputeType": "Kubernetes", + "containerResourceRequirements": { + "containerResourceRequests": { + "cpu": "\"1\"", + "memory": "\"2Gi\"", + "gpu": "\"1\"" + }, + "containerResourceLimits": { + "cpu": "\"1\"", + "memory": "\"2Gi\"", + "gpu": "\"1\"" + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json new file mode 100644 index 000000000000..96d3ff500d9f --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json @@ -0,0 +1,142 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "body": { + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "authMode": "AMLToken", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "userAssignedIdentities": { + "string": {} + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "provisioningState": "Creating", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "provisioningState": "Creating", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json new file mode 100644 index 000000000000..5cde415bc9d4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json new file mode 100644 index 000000000000..74dd2880ba0b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json @@ -0,0 +1,62 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "provisioningState": "Creating", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json new file mode 100644 index 000000000000..cb9931025fba --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json @@ -0,0 +1,20 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "accessToken": "string", + "tokenType": "string", + "expiryTimeUtc": 1, + "refreshAfterTimeUtc": 1 + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json new file mode 100644 index 000000000000..6a1f487437f8 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json @@ -0,0 +1,73 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-05-01", + "$skipToken": "string", + "name": "string", + "count": 1, + "computeType": "Managed", + "tags": "string", + "properties": "string", + "orderBy": "CreatedAtDesc" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "provisioningState": "Creating", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json new file mode 100644 index 000000000000..dc5b791832d7 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json @@ -0,0 +1,18 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "primaryKey": "string", + "secondaryKey": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json new file mode 100644 index 000000000000..4fbb8e313285 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json @@ -0,0 +1,17 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "body": { + "keyType": "Primary", + "keyValue": "string" + } + }, + "responses": { + "200": {}, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json new file mode 100644 index 000000000000..cce41811d9af --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json @@ -0,0 +1,72 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "endpointName": "testEndpointName", + "api-version": "2022-05-01", + "body": { + "tags": {}, + "identity": { + "type": "SystemAssigned", + "userAssignedIdentities": { + "string": {} + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "properties": { + "string": "string" + }, + "scoringUri": "https://www.contoso.com/example", + "swaggerUri": "https://www.contoso.com/example", + "authMode": "AMLToken", + "provisioningState": "Creating", + "compute": "string", + "traffic": { + "string": 1 + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "User" + }, + "tags": {}, + "location": "string", + "kind": "string", + "identity": { + "type": "SystemAssigned", + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "userAssignedIdentities": { + "string": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "sku": { + "name": "string", + "tier": "Free", + "size": "string", + "family": "string", + "capacity": 1 + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json new file mode 100644 index 000000000000..45c9a4ef30d4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json @@ -0,0 +1,38 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "rg-1234", + "workspaceName": "testworkspace", + "privateEndpointConnectionName": "{privateEndpointConnectionName}", + "api-version": "2022-05-01", + "monitor": "true", + "properties": { + "properties": { + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved" + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateEndpointConnections/{privateEndpointConnectionName}", + "name": "{privateEndpointConnectionName}", + "type": "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections", + "properties": { + "provisioningState": "Succeeded", + "privateEndpoint": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.Network/privateEndpoints/petest01" + }, + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved", + "actionsRequired": "None" + } + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json new file mode 100644 index 000000000000..eae6cdecdd87 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json @@ -0,0 +1,14 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "rg-1234", + "workspaceName": "testworkspace", + "privateEndpointConnectionName": "{privateEndpointConnectionName}", + "api-version": "2022-05-01", + "monitor": "true" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json new file mode 100644 index 000000000000..7ada1804d757 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json @@ -0,0 +1,30 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "rg-1234", + "workspaceName": "testworkspace", + "privateEndpointConnectionName": "{privateEndpointConnectionName}", + "api-version": "2022-05-01", + "monitor": "true" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateEndpointConnections/{privateEndpointConnectionName}", + "name": "{privateEndpointConnectionName}", + "type": "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections", + "properties": { + "provisioningState": "Succeeded", + "privateEndpoint": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.Network/privateEndpoints/petest01" + }, + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved", + "actionsRequired": "None" + } + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json new file mode 100644 index 000000000000..d046d40efa9a --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json @@ -0,0 +1,50 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "rg-1234", + "workspaceName": "testworkspace", + "privateEndpointConnectionName": "{privateEndpointConnectionName}", + "api-version": "2022-05-01", + "monitor": "true" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateEndpointConnections/{privateEndpointConnectionName}", + "name": "{privateEndpointConnectionName}", + "type": "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections", + "properties": { + "provisioningState": "Succeeded", + "privateEndpoint": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.Network/privateEndpoints/petest01" + }, + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved", + "actionsRequired": "None" + } + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateEndpointConnections/{privateEndpointConnectionName}", + "name": "{privateEndpointConnectionName}", + "type": "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections", + "properties": { + "provisioningState": "Succeeded", + "privateEndpoint": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.Network/privateEndpoints/petest01" + }, + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved", + "actionsRequired": "None" + } + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json new file mode 100644 index 000000000000..a64177af4482 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json @@ -0,0 +1,28 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "rg-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "monitor": "true" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateLinkResources/amlworkspace", + "name": "amlworkspace", + "type": "Microsoft.MachineLearningServices/workspaces/privateLinkResources", + "properties": { + "groupId": "amlworkspace", + "requiredMembers": [ + "default" + ] + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json new file mode 100644 index 000000000000..093929e548a4 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json @@ -0,0 +1,415 @@ +{ + "parameters": { + "subscriptionId": "00000000-0000-0000-0000-000000000000", + "location": "eastus", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_D_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 48, + "name": { + "localizedValue": "Standard D Family Cluster Dedicated vCPUs", + "value": "Standard D Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_D_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 12, + "name": { + "value": "Standard D Family Cluster Dedicated vCPUs", + "localizedValue": "Standard D Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_D_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 12, + "name": { + "value": "Standard D Family Cluster Dedicated vCPUs", + "localizedValue": "Standard D Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_D_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard D Family Cluster Dedicated vCPUs", + "localizedValue": "Standard D Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quota", + "limit": 24, + "name": { + "value": "Standard DSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard DSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard DSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard DSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 12, + "name": { + "value": "Standard DSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard DSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 12, + "name": { + "value": "Standard DSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard DSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_Dv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 24, + "name": { + "localizedValue": "Standard Dv2 Family Cluster Dedicated vCPUs", + "value": "Standard Dv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_Dv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard Dv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard Dv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_Dv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard Dv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard Dv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_Dv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard Dv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard Dv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_FSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 24, + "name": { + "value": "Standard FSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard FSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_FSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard FSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard FSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_FSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard FSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard FSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_FSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 12, + "name": { + "value": "Standard FSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard FSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_NC_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 24, + "name": { + "localizedValue": "Standard NC Family Cluster Dedicated vCPUs", + "value": "Standard NC Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_NC_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NC Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NC Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_NC_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NC Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NC Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_NC_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NC Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NC Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_NCv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 0, + "name": { + "localizedValue": "Standard NCv2 Family Cluster Dedicated vCPUs", + "value": "Standard NCv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_NCv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_NCv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_NCv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_NCv3_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 0, + "name": { + "localizedValue": "Standard NCv3 Family Cluster Dedicated vCPUs", + "value": "Standard NCv3 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_NCv3_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv3 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv3 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_NCv3_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv3 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv3 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_NCv3_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NCv3 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NCv3 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_ND_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 0, + "name": { + "localizedValue": "Standard ND Family Cluster Dedicated vCPUs", + "value": "Standard ND Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_ND_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard ND Family Cluster Dedicated vCPUs", + "localizedValue": "Standard ND Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_ND_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard ND Family Cluster Dedicated vCPUs", + "localizedValue": "Standard ND Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_ND_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard ND Family Cluster Dedicated vCPUs", + "localizedValue": "Standard ND Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_NDv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 0, + "name": { + "value": "Standard NDv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NDv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_NDv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NDv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NDv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_NDv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NDv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NDv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_NDv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 0, + "name": { + "value": "Standard NDv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NDv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/quotas/Standard_NV_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/quotas", + "limit": 24, + "name": { + "localizedValue": "Standard NV Family Cluster Dedicated vCPUs", + "value": "Standard NV Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_NV_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NV Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NV Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_NV_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NV Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NV Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace3/quotas/Standard_NV_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 24, + "name": { + "value": "Standard NV Family Cluster Dedicated vCPUs", + "localizedValue": "Standard NV Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json new file mode 100644 index 000000000000..864d20dcff90 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json @@ -0,0 +1,45 @@ +{ + "parameters": { + "subscriptionId": "00000000-0000-0000-0000-000000000000", + "location": "eastus", + "api-version": "2022-05-01", + "parameters": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 100, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 200, + "unit": "Count" + } + ] + } + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 100, + "unit": "Count", + "status": "Success" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace2/quotas/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/workspaces/quotas", + "limit": 200, + "unit": "Count", + "status": "Success" + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json new file mode 100644 index 000000000000..c9093d485748 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json @@ -0,0 +1,400 @@ +{ + "parameters": { + "subscriptionId": "00000000-0000-0000-0000-000000000000", + "location": "eastus", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/usages", + "type": "Microsoft.MachineLearningServices/totalCores/usages", + "currentValue": 7, + "limit": 100, + "name": { + "localizedValue": "Clusters", + "value": "Clusters" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/usages", + "type": "Microsoft.MachineLearningServices/dedicatedCores/usages", + "currentValue": 14, + "limit": 24, + "name": { + "localizedValue": "Total Cluster Dedicated Regional vCPUs", + "value": "Total Cluster Dedicated Regional vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/usages/Standard_D_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/usages", + "currentValue": 0, + "limit": 48, + "name": { + "localizedValue": "Standard D Family Cluster Dedicated vCPUs", + "value": "Standard D Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/usages/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/usages", + "currentValue": 2, + "limit": 24, + "name": { + "value": "Standard DSv2 Family Cluster Dedicated vCPUs", + "localizedValue": "Standard DSv2 Family Cluster Dedicated vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/rg/providers/Microsoft.MachineLearningServices/workspaces/demo_workspace1/usages/Standard_DSv2_Family_Cluster_Dedicated_vCPUs", + "type": 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"localizedValue": "Standard NDv2 Family Cluster LowPriority vCPUs", + "value": "Standard NDv2 Family Cluster LowPriority vCPUs" + }, + "unit": "Count" + }, + { + "id": "/subscriptions/00000000-0000-0000-0000-000000000000/usages/Standard_NV_Family_Cluster_LowPriority_vCPUs", + "type": "Microsoft.MachineLearningServices/vmFamily/usages", + "currentValue": 0, + "limit": -1, + "name": { + "localizedValue": "Standard NV Family Cluster LowPriority vCPUs", + "value": "Standard NV Family Cluster LowPriority vCPUs" + }, + "unit": "Count" + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json new file mode 100644 index 000000000000..b6266f8f8807 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json @@ -0,0 +1,388 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "api-version": "2022-05-01", + "location": "eastus" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "name": "Standard_DS1_v2", + "family": "standardDSv2Family", + "vCPUs": 1, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 7168, + "memoryGB": 3.5, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.13, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.01, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.07, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.05, + "osType": "Windows", + "vmTier": "LowPriority" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance" + ] + }, + { + "name": "Standard_DS2_v2", + "family": "standardDSv2Family", + "vCPUs": 2, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 14336, + "memoryGB": 7.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.03, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.15, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.1, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.25, + "osType": "Windows", + "vmTier": "Standard" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance", + "MIR" + ] + }, + { + "name": "Standard_DS3_v2", + "family": "standardDSv2Family", + "vCPUs": 4, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 28672, + "memoryGB": 14.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.2, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.06, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.5, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.29, + "osType": "Linux", + "vmTier": "Standard" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance", + "MIR" + ] + }, + { + "name": "Standard_DS4_v2", + "family": "standardDSv2Family", + "vCPUs": 8, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 57344, + "memoryGB": 28.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.12, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.4, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 1.01, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.58, + "osType": "Linux", + "vmTier": "Standard" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance", + "MIR" + ] + }, + { + "name": "Standard_DS5_v2", + "family": "standardDSv2Family", + "vCPUs": 16, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 114688, + "memoryGB": 56.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 1.17, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.81, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 2.02, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.23, + "osType": "Linux", + "vmTier": "LowPriority" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance", + "MIR" + ] + }, + { + "name": "Standard_DS11_v2", + "family": "standardDSv2Family", + "vCPUs": 2, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 28672, + "memoryGB": 14.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.26, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.18, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.11, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.04, + "osType": "Linux", + "vmTier": "LowPriority" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance" + ] + }, + { + "name": "Standard_DS12_v2", + "family": "standardDSv2Family", + "vCPUs": 4, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 57344, + "memoryGB": 28.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.37, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.53, + "osType": "Windows", + "vmTier": "Standard" + }, + { + "retailPrice": 0.21, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.07, + "osType": "Linux", + "vmTier": "LowPriority" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance" + ] + }, + { + "name": "Standard_DS13_v2", + "family": "standardDSv2Family", + "vCPUs": 8, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 114688, + "memoryGB": 56.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.15, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.42, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 0.74, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 1.06, + "osType": "Windows", + "vmTier": "Standard" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance" + ] + }, + { + "name": "Standard_DS14_v2", + "family": "standardDSv2Family", + "vCPUs": 16, + "gpus": 0, + "osVhdSizeMB": 1047552, + "maxResourceVolumeMB": 229376, + "memoryGB": 112.0, + "lowPriorityCapable": true, + "premiumIO": true, + "estimatedVMPrices": { + "billingCurrency": "USD", + "unitOfMeasure": "OneHour", + "values": [ + { + "retailPrice": 0.3, + "osType": "Linux", + "vmTier": "LowPriority" + }, + { + "retailPrice": 1.48, + "osType": "Linux", + "vmTier": "Standard" + }, + { + "retailPrice": 0.84, + "osType": "Windows", + "vmTier": "LowPriority" + }, + { + "retailPrice": 2.11, + "osType": "Windows", + "vmTier": "Standard" + } + ] + }, + "supportedComputeTypes": [ + "AmlCompute", + "ComputeInstance" + ] + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json new file mode 100644 index 000000000000..8a22dcbbd9de --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json @@ -0,0 +1,104 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "parameters": { + "location": "eastus2euap", + "identity": { + "type": "SystemAssigned,UserAssigned", + "userAssignedIdentities": { + "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai": {} + } + }, + "properties": { + "friendlyName": "HelloName", + "description": "test description", + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "encryption": { + "status": "Enabled", + "identity": { + "userAssignedIdentity": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai" + }, + "keyVaultProperties": { + "keyVaultArmId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "keyIdentifier": "https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb", + "identityClientId": "" + } + }, + "hbiWorkspace": false, + "sharedPrivateLinkResources": [ + { + "name": "testdbresource", + "properties": { + "privateLinkResourceId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testdbresource/privateLinkResources/Sql", + "groupId": "Sql", + "requestMessage": "Please approve", + "status": "Approved" + } + } + ] + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "identity": { + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "type": "SystemAssigned,UserAssigned", + "userAssignedIdentities": { + "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName", + "description": "test description", + "encryption": { + "status": "Enabled", + "identity": { + "userAssignedIdentity": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai" + }, + "keyVaultProperties": { + "keyVaultArmId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "keyIdentifier": "https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb", + "identityClientId": "" + } + }, + "hbiWorkspace": false, + "allowPublicAccessWhenBehindVnet": false, + "publicNetworkAccess": "Disabled", + "sharedPrivateLinkResources": [ + { + "name": "testdbresource", + "properties": { + "privateLinkResourceId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testdbresource/privateLinkResources/Sql", + "groupId": "Sql", + "requestMessage": "Please approve", + "status": "Approved" + } + } + ] + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json new file mode 100644 index 000000000000..7297e988d7ae --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json new file mode 100644 index 000000000000..8e984164864c --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json @@ -0,0 +1,45 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "parameters": { + "value": { + "udr": {}, + "nsg": {}, + "resourceLock": {}, + "dnsResolution": {}, + "storageAccount": {}, + "keyVault": {}, + "containerRegistry": {}, + "applicationInsights": {}, + "others": {} + } + } + }, + "responses": { + "200": { + "body": { + "value": { + "userDefinedRouteResults": [], + "networkSecurityRuleResults": [], + "resourceLockResults": [], + "dnsResolutionResults": [ + { + "code": "CustomDNSInUse", + "level": "Warning", + "message": "We have detected an on-premise dns server is configured. Please make sure conditional forwarding is configured correctly according to doc https://foo" + } + ], + "storageAccountResults": [], + "keyVaultResults": [], + "containerRegistryResults": [], + "applicationInsightsResults": [], + "otherResults": [] + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json new file mode 100644 index 000000000000..768f0fc0e60e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json @@ -0,0 +1,84 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "identity": { + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "type": "SystemAssigned,UserAssigned", + "userAssignedIdentities": { + "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai": { + "principalId": "00000000-1111-2222-3333-444444444444", + "clientId": "00000000-1111-2222-3333-444444444444" + } + } + }, + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName", + "description": "test description", + "encryption": { + "status": "Enabled", + "identity": { + "userAssignedIdentity": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai" + }, + "keyVaultProperties": { + "keyVaultArmId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "keyIdentifier": "https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb", + "identityClientId": "" + } + }, + "hbiWorkspace": false, + "serviceProvisionedResourceGroup": "testworkspace_0000111122223333", + "privateLinkCount": 0, + "allowPublicAccessWhenBehindVnet": false, + "publicNetworkAccess": "Disabled", + "imageBuildCompute": "testcompute", + "privateEndpointConnections": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/privateEndpointConnections/testprivatelinkconnection", + "name": "testprivatelinkconnection", + "type": "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections", + "properties": { + "provisioningState": "Succeeded", + "privateEndpoint": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/rg-1234/providers/Microsoft.Network/privateEndpoints/petest01" + }, + "privateLinkServiceConnectionState": { + "status": "Approved", + "description": "Auto-Approved", + "actionsRequired": "None" + } + } + } + ], + "sharedPrivateLinkResources": [ + { + "name": "testcosmosdbresource", + "properties": { + "privateLinkResourceId": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testcosmosdbresource/privateLinkResources/Sql", + "groupId": "Sql", + "requestMessage": "Please approve", + "status": "Approved" + } + } + ] + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json new file mode 100644 index 000000000000..6ec903bcca68 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json @@ -0,0 +1,46 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName", + "description": "test description" + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace1", + "name": "testworkspace1", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistryNew", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkvNew", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccountOld", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName 1", + "description": "test description" + } + } + ], + "nextLink": "nextLink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json new file mode 100644 index 000000000000..9d359da2bd97 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json @@ -0,0 +1,45 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName", + "description": "test description" + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-5678/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistryNew", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkvNew", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccountOld", + "discoveryUrl": "http://example.com", + "friendlyName": "HelloName", + "description": "test description" + } + } + ], + "nextLink": "nextLink" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json new file mode 100644 index 000000000000..1b2d2dd252c0 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json @@ -0,0 +1,35 @@ +{ + "parameters": { + "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "userStorageKey": null, + "userStorageResourceId": "/subscriptions/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee/resourceGroups/ragargeastus2euap/providers/Microsoft.Storage/storageAccounts/testdemoworkazashomr", + "appInsightsInstrumentationKey": null, + "containerRegistryCredentials": { + "location": null, + "username": "testdemoworkjmjmeykp", + "passwords": [ + { + "name": "password", + "value": "" + }, + { + "name": "password2", + "value": "0KARRQoQHSUq1yViPWg7YFernOS=Ic/t" + } + ] + }, + "notebookAccessKeys": { + "primaryAccessKey": null, + "secondaryAccessKey": null + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json new file mode 100644 index 000000000000..35244b479e54 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json @@ -0,0 +1,20 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "notebookResourceId": "94350843095843059", + "hostName": "Host product name", + "publicDns": "resource.notebooks.azure.net", + "tokenType": "Bearer", + "expiresIn": 28800.0, + "scope": "aznb_identity" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json new file mode 100644 index 000000000000..e4b89ed0d32b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json @@ -0,0 +1,15 @@ +{ + "parameters": { + "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "userStorageKey": null + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json new file mode 100644 index 000000000000..2c1c194b382e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json @@ -0,0 +1,37 @@ +{ + "parameters": { + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "name": "Microsoft.MachineLearningServices/workspaces/write", + "display": { + "provider": "Microsoft MachineLearningServices", + "resource": "workspaces", + "operation": "Create/Update Machine Learning workspaces" + } + }, + { + "name": "Microsoft.MachineLearningServices/workspaces/delete", + "display": { + "provider": "Microsoft MachineLearningServices", + "resource": "workspaces", + "operation": "Delete Machine Learning workspaces" + } + }, + { + "name": "Microsoft.MachineLearningServices/workspaces/listkeys/action", + "display": { + "provider": "Microsoft MachineLearningServices", + "resource": "workspaces", + "operation": "List workspace Keys" + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json new file mode 100644 index 000000000000..ebf9f255c792 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json @@ -0,0 +1,12 @@ +{ + "parameters": { + "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json new file mode 100644 index 000000000000..d0620a5195be --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json @@ -0,0 +1,41 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2022-05-01", + "parameters": { + "properties": { + "friendlyName": "New friendly name", + "description": "new description", + "publicNetworkAccess": "Disabled" + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace", + "name": "testworkspace", + "type": "Microsoft.MachineLearningServices/workspaces", + "location": "eastus2euap", + "identity": { + "principalId": "00000000-1111-2222-3333-444444444444", + "tenantId": "00000000-1111-2222-3333-444444444444", + "type": "SystemAssigned" + }, + "properties": { + "containerRegistry": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry", + "keyVault": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv", + "applicationInsights": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights", + "storageAccount": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount", + "discoveryUrl": "http://example.com", + "friendlyName": "New friendly name", + "description": "new description", + "publicNetworkAccess": "Disabled" + } + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json new file mode 100644 index 000000000000..d67ab4151229 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json @@ -0,0 +1,30 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "resourceGroup-1", + "workspaceName": "workspace-1", + "connectionName": "connection-1", + "api-version": "2022-05-01", + "parameters": { + "properties": { + "category": "ContainerRegistry", + "target": "www.facebook.com", + "authType": "None" + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1/providers/Microsoft.MachineLearningServices/workspaces/workspace-1/connections/connection-1", + "name": "connection-1", + "type": "Microsoft.MachineLearningServices/workspaces/connections", + "properties": { + "category": "ContainerRegistry", + "target": "www.facebook.com", + "authType": "None" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json new file mode 100644 index 000000000000..3ea932d71a79 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "resourceGroup-1", + "workspaceName": "workspace-1", + "connectionName": "connection-1", + "api-version": "2022-05-01" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json new file mode 100644 index 000000000000..8cd8ce9b8d5b --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json @@ -0,0 +1,23 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "resourceGroup-1", + "workspaceName": "workspace-1", + "connectionName": "connection-1", + "api-version": "2022-05-01" + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1/providers/Microsoft.MachineLearningServices/workspaces/workspace-1/connections/connection-1", + "name": "connection-1", + "type": "Microsoft.MachineLearningServices/workspaces/connections", + "properties": { + "category": "ContainerRegistry", + "target": "www.facebook.com", + "authType": "None" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json new file mode 100644 index 000000000000..d1328a1c2e30 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json @@ -0,0 +1,38 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "resourceGroup-1", + "workspaceName": "workspace-1", + "api-version": "2022-05-01", + "target": "www.facebook.com", + "category": "ContainerRegistry" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1/providers/Microsoft.MachineLearningServices/workspaces/workspace-1/linkedWorkspaces/connection-1", + "name": "connection-1", + "type": "Microsoft.MachineLearningServices/workspaces/connections", + "properties": { + "category": "ContainerRegistry", + "target": "www.facebook.com", + "authType": "PAT" + } + }, + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1/providers/Microsoft.MachineLearningServices/workspaces/workspace-1/linkedWorkspaces/connection-2", + "name": "connection-2", + "type": "Microsoft.MachineLearningServices/workspaces/connections", + "properties": { + "category": "ContainerRegistry", + "target": "www.facebook.com", + "authType": "PAT" + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json new file mode 100644 index 000000000000..8e1bb8af6871 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json @@ -0,0 +1,26 @@ +{ + "parameters": { + "api-version": "2022-05-01", + "subscriptionId": "00000000-0000-0000-0000-000000000000", + "resourceGroupName": "myResourceGroup", + "workspaceName": "testworkspace" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "automatedml_createeditexperimentsui", + "displayName": "Create edit experiments UI", + "description": "Create, edit or delete AutoML experiments in the SDK" + }, + { + "id": "workspace_upgradeworkspaceui", + "displayName": "Upgrade workspace UI", + "description": "Upgrade workspace from Basic to enterprise from the UI" + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json new file mode 100644 index 000000000000..d4d4e8655c00 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -0,0 +1,5666 @@ +{ + "swagger": "2.0", + "info": { + "title": "Azure Machine Learning Workspaces", + "description": "These APIs allow end users to operate on Azure Machine Learning Workspace resources.", + "version": "2022-05-01" + }, + "host": "management.azure.com", + "schemes": [ + "https" + ], + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "security": [ + { + "azure_auth": [ + "user_impersonation" + ] + } + ], + "securityDefinitions": { + "azure_auth": { + "type": "oauth2", + "authorizationUrl": "https://login.microsoftonline.com/common/oauth2/authorize", + "flow": "implicit", + "description": "Azure Active Directory OAuth2 Flow.", + "scopes": { + "user_impersonation": "impersonate your user account" + } + } + }, + "paths": { + "/providers/Microsoft.MachineLearningServices/operations": { + "get": { + "tags": [ + "Operation" + ], + "description": "Lists all of the available Azure Machine Learning Workspaces REST API operations.", + "operationId": "Operations_List", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "x-ms-examples": { + "OperationsList": { + "$ref": "./examples/Workspace/operationsList.json" + } + }, + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/AmlOperationListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": null + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}": { + "get": { + "tags": [ + "Workspaces" + ], + "description": "Gets the properties of the specified machine learning workspace.", + "operationId": "Workspaces_Get", + "x-ms-examples": { + "Get Workspace": { + "$ref": "./examples/Workspace/get.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/Workspace" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "put": { + "tags": [ + "Workspaces" + ], + "description": "Creates or updates a workspace with the specified parameters.", + "operationId": "Workspaces_CreateOrUpdate", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Create Workspace": { + "$ref": "./examples/Workspace/create.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "name": "parameters", + "in": "body", + "description": "The parameters for creating or updating a machine learning workspace.", + "required": true, + "schema": { + "$ref": "#/definitions/Workspace" + } + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/Workspace" + } + }, + "202": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "delete": { + "tags": [ + "Workspaces" + ], + "description": "Deletes a machine learning workspace.", + "operationId": "Workspaces_Delete", + "x-ms-examples": { + "Delete Workspace": { + "$ref": "./examples/Workspace/delete.json" + } + }, + "x-ms-long-running-operation": true, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "202": { + "description": "The request was accepted; the request was well-formed and received properly." + }, + "204": { + "description": "The machine learning workspace does not exist in the subscription." + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "patch": { + "tags": [ + "Workspaces" + ], + "description": "Updates a machine learning workspace with the specified parameters.", + "operationId": "Workspaces_Update", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Update Workspace": { + "$ref": "./examples/Workspace/update.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "name": "parameters", + "in": "body", + "description": "The parameters for updating a machine learning workspace.", + "required": true, + "schema": { + "$ref": "#/definitions/WorkspaceUpdateParameters" + } + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/Workspace" + } + }, + "202": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces": { + "get": { + "tags": [ + "Workspaces" + ], + "description": "Lists all the available machine learning workspaces under the specified resource group.", + "operationId": "Workspaces_ListByResourceGroup", + "x-ms-examples": { + "Get Workspaces by Resource Group": { + "$ref": "./examples/Workspace/listByResourceGroup.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/PaginationParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/WorkspaceListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/diagnose": { + "post": { + "tags": [ + "Workspaces" + ], + "summary": "Diagnose workspace setup issue.", + "operationId": "Workspaces_Diagnose", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "parameters", + "description": "The parameter of diagnosing workspace health", + "schema": { + "$ref": "#/definitions/DiagnoseWorkspaceParameters" + } + } + ], + "responses": { + "202": { + "description": "Success", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DiagnoseResponseResult" + } + }, + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "Diagnose Workspace": { + "$ref": "./examples/Workspace/diagnose.json" + } + }, + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys": { + "post": { + "tags": [ + "Workspaces" + ], + "description": "Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry", + "operationId": "Workspaces_ListKeys", + "x-ms-examples": { + "List Workspace Keys": { + "$ref": "./examples/Workspace/listKeys.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/ListWorkspaceKeysResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys": { + "post": { + "tags": [ + "Workspaces" + ], + "description": "Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry", + "operationId": "Workspaces_ResyncKeys", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Resync Workspace Keys": { + "$ref": "./examples/Workspace/resyncKeys.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "202": { + "description": "The request was accepted; the request was well-formed and received properly." + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages": { + "get": { + "tags": [ + "Usage" + ], + "operationId": "Usages_List", + "description": "Gets the current usage information as well as limits for AML resources for given subscription and location.", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "name": "location", + "in": "path", + "required": true, + "type": "string", + "description": "The location for which resource usage is queried.", + "pattern": "^[-\\w\\._]+$" + } + ], + "responses": { + "200": { + "description": "OK", + "schema": { + "$ref": "#/definitions/ListUsagesResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + }, + "x-ms-examples": { + "List Usages": { + "$ref": "./examples/Usage/list.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes": { + "get": { + "tags": [ + "VirtualMachineSizes" + ], + "operationId": "VirtualMachineSizes_List", + "description": "Returns supported VM Sizes in a location", + "parameters": [ + { + "name": "location", + "in": "path", + "required": true, + "type": "string", + "description": "The location upon which virtual-machine-sizes is queried.", + "pattern": "^[-\\w\\._]+$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + } + ], + "responses": { + "200": { + "description": "OK", + "schema": { + "$ref": "#/definitions/VirtualMachineSizeListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "List VM Sizes": { + "$ref": "./examples/VirtualMachineSize/list.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas": { + "post": { + "tags": [ + "Quota" + ], + "operationId": "Quotas_Update", + "description": "Update quota for each VM family in workspace.", + "parameters": [ + { + "name": "location", + "in": "path", + "required": true, + "type": "string", + "description": "The location for update quota is queried.", + "pattern": "^[-\\w\\._]+$" + }, + { + "name": "parameters", + "in": "body", + "required": true, + "schema": { + "$ref": "#/definitions/QuotaUpdateParameters" + }, + "description": "Quota update parameters." + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + } + ], + "responses": { + "200": { + "description": "The operation was successful.", + "schema": { + "$ref": "#/definitions/UpdateWorkspaceQuotasResult" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "update quotas": { + "$ref": "./examples/Quota/update.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/quotas": { + "get": { + "tags": [ + "Quota" + ], + "operationId": "Quotas_List", + "description": "Gets the currently assigned Workspace Quotas based on VMFamily.", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "name": "location", + "in": "path", + "required": true, + "type": "string", + "description": "The location for which resource usage is queried.", + "pattern": "^[-\\w\\._]+$" + } + ], + "responses": { + "200": { + "description": "OK", + "schema": { + "$ref": "#/definitions/ListWorkspaceQuotas" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + }, + "x-ms-examples": { + "List workspace quotas by VMFamily": { + "$ref": "./examples/Quota/list.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces": { + "get": { + "tags": [ + "Workspaces" + ], + "description": "Lists all the available machine learning workspaces under the specified subscription.", + "operationId": "Workspaces_ListBySubscription", + "x-ms-examples": { + "Get Workspaces by subscription": { + "$ref": "./examples/Workspace/listBySubscription.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "#/parameters/PaginationParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/WorkspaceListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes": { + "get": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "x-ms-pageable": { + "nextLinkName": "nextLink" + }, + "operationId": "Compute_List", + "description": "Gets computes in specified workspace.", + "x-ms-examples": { + "Get Computes": { + "$ref": "./examples/Compute/list.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "#/parameters/PaginationParameter" + } + ], + "responses": { + "200": { + "description": "The response includes a paginated array of Machine Learning computes and a URI to the next set of results, if any. For the more information the limits of the number of items in a resource group, see https://azure.microsoft.com/en-us/documentation/articles/azure-subscription-service-limits/.", + "schema": { + "$ref": "#/definitions/PaginatedComputeResourcesList" + } + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}": { + "get": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Get", + "description": "Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them.", + "x-ms-examples": { + "Get a AKS Compute": { + "$ref": "./examples/Compute/get/AKSCompute.json" + }, + "Get a AML Compute": { + "$ref": "./examples/Compute/get/AmlCompute.json" + }, + "Get an ComputeInstance": { + "$ref": "./examples/Compute/get/ComputeInstance.json" + }, + "Get a Kubernetes Compute": { + "$ref": "./examples/Compute/get/KubernetesCompute.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "Success.", + "schema": { + "$ref": "#/definitions/ComputeResource" + } + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "put": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_CreateOrUpdate", + "description": "Creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet.", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Create a AML Compute": { + "$ref": "./examples/Compute/createOrUpdate/BasicAmlCompute.json" + }, + "Create an ComputeInstance Compute with minimal inputs": { + "$ref": "./examples/Compute/createOrUpdate/ComputeInstanceMinimal.json" + }, + "Create an ComputeInstance Compute": { + "$ref": "./examples/Compute/createOrUpdate/ComputeInstance.json" + }, + "Create an AKS Compute": { + "$ref": "./examples/Compute/createOrUpdate/BasicAKSCompute.json" + }, + "Create a DataFactory Compute": { + "$ref": "./examples/Compute/createOrUpdate/BasicDataFactoryCompute.json" + }, + "Update a AML Compute": { + "$ref": "./examples/Compute/createOrUpdate/AmlCompute.json" + }, + "Update an AKS Compute": { + "$ref": "./examples/Compute/createOrUpdate/AKSCompute.json" + }, + "Attach a Kubernetes Compute": { + "$ref": "./examples/Compute/createOrUpdate/KubernetesCompute.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "#/parameters/ComputeDefinitionParameter" + } + ], + "responses": { + "200": { + "description": "Compute creation or update initiated.", + "schema": { + "$ref": "#/definitions/ComputeResource" + } + }, + "201": { + "description": "Compute creation or update initiated.", + "headers": { + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + }, + "schema": { + "$ref": "#/definitions/ComputeResource" + } + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "patch": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Update", + "description": "Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation.", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Update a AmlCompute Compute": { + "$ref": "./examples/Compute/patch.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "name": "parameters", + "in": "body", + "required": true, + "schema": { + "$ref": "#/definitions/ClusterUpdateParameters" + }, + "description": "Additional parameters for cluster update." + } + ], + "responses": { + "200": { + "description": "Compute update initiated.", + "schema": { + "$ref": "#/definitions/ComputeResource" + } + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "delete": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Delete", + "description": "Deletes specified Machine Learning compute.", + "x-ms-long-running-operation": true, + "x-ms-examples": { + "Delete Compute": { + "$ref": "./examples/Compute/delete.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "#/parameters/UnderlyingResourceActionParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "202": { + "description": "Compute deletion initiated.", + "headers": { + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + } + } + }, + "204": { + "description": "No content; The target compute does not exist." + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes": { + "post": { + "tags": [ + "MachineLearningComputes" + ], + "operationId": "Compute_ListNodes", + "description": "Get the details (e.g IP address, port etc) of all the compute nodes in the compute.", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "The operation was successful. The response contains the list of IP addresses.", + "schema": { + "$ref": "#/definitions/AmlComputeNodesInformation" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink", + "itemName": "nodes" + }, + "x-ms-examples": { + "Get compute nodes information for a compute": { + "$ref": "./examples/Compute/listNodes.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listNotebookAccessToken": { + "post": { + "tags": [ + "Workspaces" + ], + "description": "return notebook access token and refresh token", + "operationId": "Workspaces_ListNotebookAccessToken", + "x-ms-examples": { + "List Workspace Keys": { + "$ref": "./examples/Workspace/listNotebookAccessToken.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/NotebookAccessTokenResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys": { + "post": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_ListKeys", + "description": "Gets secrets related to Machine Learning compute (storage keys, service credentials, etc).", + "x-ms-examples": { + "List AKS Compute Keys": { + "$ref": "./examples/Compute/listKeys.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "Success.", + "schema": { + "$ref": "#/definitions/ComputeSecrets" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/start": { + "post": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Start", + "description": "Posts a start action to a compute instance", + "x-ms-examples": { + "Start ComputeInstance Compute": { + "$ref": "./examples/Compute/start.json" + } + }, + "x-ms-long-running-operation": true, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "202": { + "description": "Success." + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/stop": { + "post": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Stop", + "description": "Posts a stop action to a compute instance", + "x-ms-examples": { + "Stop ComputeInstance Compute": { + "$ref": "./examples/Compute/stop.json" + } + }, + "x-ms-long-running-operation": true, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "202": { + "description": "Success." + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/restart": { + "post": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_Restart", + "description": "Posts a restart action to a compute instance", + "x-ms-examples": { + "Restart ComputeInstance Compute": { + "$ref": "./examples/Compute/restart.json" + } + }, + "x-ms-long-running-operation": true, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "202": { + "description": "Success." + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/privateEndpointConnections": { + "get": { + "tags": [ + "PrivateEndpointConnections" + ], + "operationId": "PrivateEndpointConnections_List", + "description": "List all the private endpoint connections associated with the workspace.", + "x-ms-examples": { + "StorageAccountListPrivateEndpointConnections": { + "$ref": "./examples/PrivateEndpointConnection/list.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + } + ], + "responses": { + "200": { + "description": "OK -- Successfully retrieved private endpoint connections.", + "schema": { + "$ref": "#/definitions/PrivateEndpointConnectionListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": null + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/privateEndpointConnections/{privateEndpointConnectionName}": { + "get": { + "tags": [ + "WorkspacePrivateEndpointConnections" + ], + "operationId": "PrivateEndpointConnections_Get", + "description": "Gets the specified private endpoint connection associated with the workspace.", + "x-ms-examples": { + "WorkspaceGetPrivateEndpointConnection": { + "$ref": "./examples/PrivateEndpointConnection/get.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/PrivateEndpointConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "OK -- Get the private endpoint connection properties successfully.", + "schema": { + "$ref": "#/definitions/PrivateEndpointConnection" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "put": { + "tags": [ + "WorkspacePrivateEndpointConnections" + ], + "operationId": "PrivateEndpointConnections_CreateOrUpdate", + "description": "Update the state of specified private endpoint connection associated with the workspace.", + "x-ms-examples": { + "WorkspacePutPrivateEndpointConnection": { + "$ref": "./examples/PrivateEndpointConnection/createOrUpdate.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/PrivateEndpointConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "name": "properties", + "in": "body", + "required": true, + "schema": { + "$ref": "#/definitions/PrivateEndpointConnection" + }, + "description": "The private endpoint connection properties." + } + ], + "responses": { + "200": { + "description": "OK -- Update the private endpoint connection properties successfully.", + "schema": { + "$ref": "#/definitions/PrivateEndpointConnection" + } + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + }, + "delete": { + "tags": [ + "WorkspacePrivateEndpointConnections" + ], + "operationId": "PrivateEndpointConnections_Delete", + "description": "Deletes the specified private endpoint connection associated with the workspace.", + "x-ms-examples": { + "WorkspaceDeletePrivateEndpointConnection": { + "$ref": "./examples/PrivateEndpointConnection/delete.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/PrivateEndpointConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "OK -- Delete the private endpoint connection successfully." + }, + "204": { + "description": "No Content -- The private endpoint connection does not exist." + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/privateLinkResources": { + "get": { + "tags": [ + "WorkspacePrivateLinkResources" + ], + "operationId": "PrivateLinkResources_List", + "description": "Gets the private link resources that need to be created for a workspace.", + "x-ms-examples": { + "WorkspaceListPrivateLinkResources": { + "$ref": "./examples/PrivateLinkResource/list.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "Successfully retrieved private link resources.", + "schema": { + "$ref": "#/definitions/PrivateLinkResourceListResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/prepareNotebook": { + "post": { + "tags": [ + "ProxyOperations" + ], + "operationId": "Workspaces_PrepareNotebook", + "description": "Prepare a notebook.", + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" + }, + "x-ms-examples": { + "Prepare Notebook": { + "$ref": "./examples/Notebook/prepare.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/NotebookResourceInfo" + } + }, + "202": { + "description": "The request was successful; the request was well-formed and received properly." + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listStorageAccountKeys": { + "post": { + "tags": [ + "ProxyOperations" + ], + "operationId": "Workspaces_ListStorageAccountKeys", + "description": "List storage account keys of a workspace.", + "x-ms-examples": { + "List Workspace Keys": { + "$ref": "./examples/Workspace/listStorageAccountKeys.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/ListStorageAccountKeysResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listNotebookKeys": { + "post": { + "tags": [ + "ProxyOperations" + ], + "operationId": "Workspaces_ListNotebookKeys", + "description": "List keys of a notebook.", + "x-ms-examples": { + "List Workspace Keys": { + "$ref": "./examples/Notebook/listKeys.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/ListNotebookKeysResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/connections/{connectionName}": { + "put": { + "tags": [ + "V2WorkspaceConnectionResource" + ], + "operationId": "WorkspaceConnections_Create", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "name": "parameters", + "in": "body", + "description": "The object for creating or updating a new workspace connection", + "required": true, + "schema": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2BasicResource" + } + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2BasicResource" + } + }, + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "CreateWorkspaceConnection": { + "$ref": "./examples/WorkspaceConnection/create.json" + } + } + }, + "get": { + "tags": [ + "V2WorkspaceConnectionResource" + ], + "operationId": "WorkspaceConnections_Get", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2BasicResource" + } + }, + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "GetWorkspaceConnection": { + "$ref": "./examples/WorkspaceConnection/get.json" + } + } + }, + "delete": { + "tags": [ + "V2WorkspaceConnectionResource" + ], + "operationId": "WorkspaceConnections_Delete", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ConnectionName" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "Success" + } + }, + "x-ms-examples": { + "DeleteWorkspaceConnection": { + "$ref": "./examples/WorkspaceConnection/delete.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/connections": { + "get": { + "tags": [ + "V2WorkspaceConnectionResource" + ], + "operationId": "WorkspaceConnections_List", + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/TargetParameter" + }, + { + "$ref": "#/parameters/CategoryParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2BasicResourceArmPaginatedResult" + } + }, + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "ListWorkspaceConnections": { + "$ref": "./examples/WorkspaceConnection/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/outboundNetworkDependenciesEndpoints": { + "get": { + "tags": [ + "OutboundNetworkDependenciesEndpoints" + ], + "summary": "Called by Client (Portal, CLI, etc) to get a list of all external outbound dependencies (FQDNs) programmatically.", + "operationId": "Workspaces_ListOutboundNetworkDependenciesEndpoints", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ExternalFQDNResponse" + } + }, + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-examples": { + "ListOutboundNetworkDependenciesEndpoints": { + "$ref": "./examples/ExternalFQDN/get.json" + } + } + } + } + }, + "parameters": { + "WorkspaceNameParameter": { + "name": "workspaceName", + "description": "Name of Azure Machine Learning workspace.", + "in": "path", + "type": "string", + "required": true, + "x-ms-parameter-location": "method" + }, + "ComputeNameParameter": { + "name": "computeName", + "description": "Name of the Azure Machine Learning compute.", + "in": "path", + "type": "string", + "required": true, + "x-ms-parameter-location": "method" + }, + "AsyncOperationIdParameter": { + "name": "asyncOperationId", + "description": "Identifier of an asynchronous Azure Machine Learning compute operation.", + "in": "path", + "type": "string", + "required": true, + "x-ms-parameter-location": "method" + }, + "LocationParameter": { + "name": "location", + "description": "The name of the Azure location/region.", + "in": "path", + "type": "string", + "required": true, + "x-ms-parameter-location": "method" + }, + "PaginationParameter": { + "in": "query", + "name": "$skip", + "type": "string", + "description": "Continuation token for pagination.", + "required": false, + "x-ms-parameter-location": "method" + }, + "ComputeDefinitionParameter": { + "in": "body", + "name": "parameters", + "description": "Payload with Machine Learning compute definition.", + "required": true, + "schema": { + "$ref": "#/definitions/ComputeResource" + }, + "x-ms-parameter-location": "method" + }, + "ComputeTypeParameter": { + "in": "query", + "name": "compute-type", + "type": "string", + "description": "Type of compute to filter by.", + "required": false, + "x-ms-parameter-location": "method" + }, + "UnderlyingResourceActionParameter": { + "in": "query", + "name": "underlyingResourceAction", + "type": "string", + "description": "Delete the underlying compute if 'Delete', or detach the underlying compute from workspace if 'Detach'.", + "required": true, + "enum": [ + "Delete", + "Detach" + ], + "x-ms-enum": { + "name": "UnderlyingResourceAction", + "modelAsString": true + }, + "x-ms-parameter-location": "method" + }, + "PrivateEndpointConnectionName": { + "name": "privateEndpointConnectionName", + "in": "path", + "required": true, + "type": "string", + "description": "The name of the private endpoint connection associated with the workspace", + "x-ms-parameter-location": "method" + }, + "ConnectionName": { + "name": "connectionName", + "in": "path", + "required": true, + "type": "string", + "description": "Friendly name of the workspace connection", + "x-ms-parameter-location": "method" + }, + "TargetParameter": { + "in": "query", + "name": "target", + "type": "string", + "description": "Target of the workspace connection.", + "required": false, + "x-ms-parameter-location": "method" + }, + "CategoryParameter": { + "in": "query", + "name": "category", + "type": "string", + "description": "Category of the workspace connection.", + "required": false, + "x-ms-parameter-location": "method" + } + }, + "definitions": { + "AmlOperation": { + "description": "Azure Machine Learning workspace REST API operation", + "type": "object", + "properties": { + "name": { + "description": "Operation name: {provider}/{resource}/{operation}", + "type": "string" + }, + "display": { + "description": "Display name of operation", + "type": "object", + "properties": { + "provider": { + "description": "The resource provider name: Microsoft.MachineLearningExperimentation", + "type": "string" + }, + "resource": { + "description": "The resource on which the operation is performed.", + "type": "string" + }, + "operation": { + "description": "The operation that users can perform.", + "type": "string" + }, + "description": { + "description": "The description for the operation.", + "type": "string" + } + } + }, + "isDataAction": { + "description": "Indicates whether the operation applies to data-plane", + "type": "boolean" + } + } + }, + "AmlOperationListResult": { + "type": "object", + "description": "An array of operations supported by the resource provider.", + "properties": { + "value": { + "type": "array", + "items": { + "$ref": "#/definitions/AmlOperation" + }, + "x-ms-identifiers": [ + "name" + ], + "description": "List of AML workspace operations supported by the AML workspace resource provider." + } + } + }, + "Workspace": { + "type": "object", + "description": "An object that represents a machine learning workspace.", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "$ref": "#/definitions/WorkspaceProperties", + "description": "The properties of the machine learning workspace.", + "x-ms-client-flatten": true + }, + "identity": { + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity", + "description": "The identity of the resource." + }, + "location": { + "description": "Specifies the location of the resource.", + "type": "string" + }, + "tags": { + "description": "Contains resource tags defined as key/value pairs.", + "type": "object", + "additionalProperties": { + "type": "string" + } + }, + "sku": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku", + "description": "The sku of the workspace." + } + } + }, + "WorkspaceProperties": { + "type": "object", + "description": "The properties of a machine learning workspace.", + "properties": { + "workspaceId": { + "description": "The immutable id associated with this workspace.", + "type": "string", + "readOnly": true + }, + "description": { + "description": "The description of this workspace.", + "type": "string" + }, + "friendlyName": { + "description": "The friendly name for this workspace. This name in mutable", + "type": "string" + }, + "keyVault": { + "description": "ARM id of the key vault associated with this workspace. This cannot be changed once the workspace has been created", + "type": "string" + }, + "applicationInsights": { + "description": "ARM id of the application insights associated with this workspace.", + "type": "string" + }, + "containerRegistry": { + "description": "ARM id of the container registry associated with this workspace.", + "type": "string", + "x-nullable": true + }, + "storageAccount": { + "description": "ARM id of the storage account associated with this workspace. This cannot be changed once the workspace has been created", + "type": "string" + }, + "discoveryUrl": { + "description": "Url for the discovery service to identify regional endpoints for machine learning experimentation services", + "type": "string" + }, + "provisioningState": { + "type": "string", + "enum": [ + "Unknown", + "Updating", + "Creating", + "Deleting", + "Succeeded", + "Failed", + "Canceled" + ], + "x-ms-enum": { + "name": "ProvisioningState", + "modelAsString": true + }, + "readOnly": true, + "description": "The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning." + }, + "encryption": { + "$ref": "#/definitions/EncryptionProperty", + "description": "The encryption settings of Azure ML workspace." + }, + "hbiWorkspace": { + "type": "boolean", + "description": "The flag to signal HBI data in the workspace and reduce diagnostic data collected by the service", + "default": false + }, + "serviceProvisionedResourceGroup": { + "type": "string", + "description": "The name of the managed resource group created by workspace RP in customer subscription if the workspace is CMK workspace", + "readOnly": true + }, + "privateLinkCount": { + "type": "integer", + "format": "int32", + "description": "Count of private connections in the workspace", + "readOnly": true + }, + "imageBuildCompute": { + "description": "The compute name for image build", + "type": "string" + }, + "allowPublicAccessWhenBehindVnet": { + "type": "boolean", + "description": "The flag to indicate whether to allow public access when behind VNet.", + "default": false + }, + "publicNetworkAccess": { + "type": "string", + "description": "Whether requests from Public Network are allowed.", + "enum": [ + "Enabled", + "Disabled" + ], + "x-ms-enum": { + "modelAsString": true, + "name": "PublicNetworkAccess" + } + }, + "privateEndpointConnections": { + "readOnly": true, + "type": "array", + "items": { + "$ref": "#/definitions/PrivateEndpointConnection" + }, + "x-ms-identifiers": [ + "name" + ], + "description": "The list of private endpoint connections in the workspace." + }, + "sharedPrivateLinkResources": { + "type": "array", + "items": { + "$ref": "#/definitions/SharedPrivateLinkResource" + }, + "x-ms-identifiers": [ + "name" + ], + "description": "The list of shared private link resources in this workspace." + }, + "notebookInfo": { + "readOnly": true, + "$ref": "#/definitions/NotebookResourceInfo", + "description": "The notebook info of Azure ML workspace." + }, + "serviceManagedResourcesSettings": { + "$ref": "#/definitions/ServiceManagedResourcesSettings", + "description": "The service managed resource settings." + }, + "primaryUserAssignedIdentity": { + "description": "The user assigned identity resource id that represents the workspace identity.", + "type": "string" + }, + "tenantId": { + "description": "The tenant id associated with this workspace.", + "type": "string", + "readOnly": true + }, + "storageHnsEnabled": { + "description": "If the storage associated with the workspace has hierarchical namespace(HNS) enabled.", + "type": "boolean", + "readOnly": true + }, + "mlFlowTrackingUri": { + "description": "The URI associated with this workspace that machine learning flow must point at to set up tracking.", + "type": "string", + "readOnly": true + }, + "v1LegacyMode": { + "description": "Enabling v1_legacy_mode may prevent you from using features provided by the v2 API.", + "default": false, + "type": "boolean" + } + } + }, + "WorkspaceUpdateParameters": { + "type": "object", + "description": "The parameters for updating a machine learning workspace.", + "properties": { + "tags": { + "description": "The resource tags for the machine learning workspace.", + "type": "object", + "additionalProperties": { + "type": "string" + } + }, + "sku": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku", + "description": "The sku of the workspace." + }, + "identity": { + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity", + "description": "The identity of the resource." + }, + "properties": { + "$ref": "#/definitions/WorkspacePropertiesUpdateParameters", + "description": "The properties that the machine learning workspace will be updated with.", + "x-ms-client-flatten": true + } + } + }, + "WorkspacePropertiesUpdateParameters": { + "type": "object", + "description": "The parameters for updating the properties of a machine learning workspace.", + "properties": { + "description": { + "description": "The description of this workspace.", + "type": "string" + }, + "friendlyName": { + "description": "The friendly name for this workspace.", + "type": "string" + }, + "imageBuildCompute": { + "description": "The compute name for image build", + "type": "string" + }, + "serviceManagedResourcesSettings": { + "$ref": "#/definitions/ServiceManagedResourcesSettings", + "description": "The service managed resource settings." + }, + "primaryUserAssignedIdentity": { + "description": "The user assigned identity resource id that represents the workspace identity.", + "type": "string" + }, + "publicNetworkAccess": { + "type": "string", + "description": "Whether requests from Public Network are allowed.", + "enum": [ + "Enabled", + "Disabled" + ], + "x-ms-enum": { + "modelAsString": true, + "name": "PublicNetworkAccess" + } + }, + "applicationInsights": { + "description": "ARM id of the application insights associated with this workspace.", + "type": "string" + }, + "containerRegistry": { + "description": "ARM id of the container registry associated with this workspace.", + "type": "string" + } + } + }, + "UsageName": { + "type": "object", + "properties": { + "value": { + "readOnly": true, + "type": "string", + "description": "The name of the resource." + }, + "localizedValue": { + "readOnly": true, + "type": "string", + "description": "The localized name of the resource." + } + }, + "description": "The Usage Names." + }, + "Usage": { + "type": "object", + "properties": { + "id": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource ID." + }, + "amlWorkspaceLocation": { + "readOnly": true, + "type": "string", + "description": "Region of the AML workspace in the id." + }, + "type": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource type." + }, + "unit": { + "readOnly": true, + "type": "string", + "description": "An enum describing the unit of usage measurement.", + "enum": [ + "Count" + ], + "x-ms-enum": { + "name": "UsageUnit", + "modelAsString": true + } + }, + "currentValue": { + "readOnly": true, + "type": "integer", + "format": "int64", + "description": "The current usage of the resource." + }, + "limit": { + "readOnly": true, + "type": "integer", + "format": "int64", + "description": "The maximum permitted usage of the resource." + }, + "name": { + "readOnly": true, + "$ref": "#/definitions/UsageName", + "description": "The name of the type of usage." + } + }, + "description": "Describes AML Resource Usage." + }, + "ListUsagesResult": { + "type": "object", + "properties": { + "value": { + "readOnly": true, + "type": "array", + "items": { + "$ref": "#/definitions/Usage" + }, + "description": "The list of AML resource usages." + }, + "nextLink": { + "readOnly": true, + "type": "string", + "description": "The URI to fetch the next page of AML resource usage information. Call ListNext() with this to fetch the next page of AML resource usage information." + } + }, + "description": "The List Usages operation response." + }, + "VirtualMachineSize": { + "type": "object", + "properties": { + "name": { + "type": "string", + "title": "Virtual Machine size name", + "description": "The name of the virtual machine size.", + "readOnly": true + }, + "family": { + "type": "string", + "title": "Virtual Machine family name", + "description": "The family name of the virtual machine size.", + "readOnly": true + }, + "vCPUs": { + "type": "integer", + "format": "int32", + "title": "Number of vPUs", + "description": "The number of vCPUs supported by the virtual machine size.", + "readOnly": true + }, + "gpus": { + "type": "integer", + "format": "int32", + "title": "Number of gPUs", + "description": "The number of gPUs supported by the virtual machine size.", + "readOnly": true + }, + "osVhdSizeMB": { + "type": "integer", + "format": "int32", + "title": "OS VHD Disk size", + "description": "The OS VHD disk size, in MB, allowed by the virtual machine size.", + "readOnly": true + }, + "maxResourceVolumeMB": { + "type": "integer", + "format": "int32", + "title": "Resource volume size", + "description": "The resource volume size, in MB, allowed by the virtual machine size.", + "readOnly": true + }, + "memoryGB": { + "type": "number", + "format": "double", + "title": "Memory size", + "description": "The amount of memory, in GB, supported by the virtual machine size.", + "readOnly": true + }, + "lowPriorityCapable": { + "type": "boolean", + "title": "Low priority capable", + "description": "Specifies if the virtual machine size supports low priority VMs.", + "readOnly": true + }, + "premiumIO": { + "type": "boolean", + "title": "Premium IO supported", + "description": "Specifies if the virtual machine size supports premium IO.", + "readOnly": true + }, + "estimatedVMPrices": { + "title": "Estimated VM prices", + "description": "The estimated price information for using a VM.", + "$ref": "#/definitions/EstimatedVMPrices" + }, + "supportedComputeTypes": { + "type": "array", + "items": { + "type": "string" + }, + "title": "Supported Compute Types", + "description": "Specifies the compute types supported by the virtual machine size." + } + }, + "description": "Describes the properties of a VM size." + }, + "EstimatedVMPrices": { + "type": "object", + "properties": { + "billingCurrency": { + "type": "string", + "title": "Billing currency", + "description": "Three lettered code specifying the currency of the VM price. Example: USD", + "enum": [ + "USD" + ], + "x-ms-enum": { + "name": "BillingCurrency", + "modelAsString": true + } + }, + "unitOfMeasure": { + "type": "string", + "title": "Unit of time measure", + "description": "The unit of time measurement for the specified VM price. Example: OneHour", + "enum": [ + "OneHour" + ], + "x-ms-enum": { + "name": "UnitOfMeasure", + "modelAsString": true + } + }, + "values": { + "type": "array", + "items": { + "$ref": "#/definitions/EstimatedVMPrice" + }, + "x-ms-identifiers": [], + "title": "List of estimated VM prices.", + "description": "The list of estimated prices for using a VM of a particular OS type, tier, etc." + } + }, + "required": [ + "billingCurrency", + "unitOfMeasure", + "values" + ], + "description": "The estimated price info for using a VM." + }, + "EstimatedVMPrice": { + "type": "object", + "properties": { + "retailPrice": { + "type": "number", + "format": "double", + "title": "Retail price", + "description": "The price charged for using the VM." + }, + "osType": { + "type": "string", + "title": "OS type", + "description": "Operating system type used by the VM.", + "enum": [ + "Linux", + "Windows" + ], + "x-ms-enum": { + "name": "VMPriceOSType", + "modelAsString": true + } + }, + "vmTier": { + "type": "string", + "title": "VM tier", + "description": "The type of the VM.", + "enum": [ + "Standard", + "LowPriority", + "Spot" + ], + "x-ms-enum": { + "name": "VMTier", + "modelAsString": true + } + } + }, + "required": [ + "retailPrice", + "osType", + "vmTier" + ], + "description": "The estimated price info for using a VM of a particular OS type, tier, etc." + }, + "VirtualMachineSizeListResult": { + "type": "object", + "properties": { + "value": { + "type": "array", + "items": { + "$ref": "#/definitions/VirtualMachineSize" + }, + "x-ms-identifiers": [ + "name" + ], + "description": "The list of virtual machine sizes supported by AmlCompute." + } + }, + "description": "The List Virtual Machine size operation response." + }, + "WorkspaceListResult": { + "type": "object", + "description": "The result of a request to list machine learning workspaces.", + "properties": { + "value": { + "description": "The list of machine learning workspaces. Since this list may be incomplete, the nextLink field should be used to request the next list of machine learning workspaces.", + "type": "array", + "items": { + "$ref": "#/definitions/Workspace" + } + }, + "nextLink": { + "description": "The URI that can be used to request the next list of machine learning workspaces.", + "type": "string" + } + } + }, + "QuotaBaseProperties": { + "type": "object", + "properties": { + "id": { + "type": "string", + "description": "Specifies the resource ID." + }, + "type": { + "type": "string", + "description": "Specifies the resource type." + }, + "limit": { + "type": "integer", + "format": "int64", + "title": "Limit.", + "description": "The maximum permitted quota of the resource." + }, + "unit": { + "type": "string", + "description": "An enum describing the unit of quota measurement.", + "enum": [ + "Count" + ], + "x-ms-enum": { + "name": "QuotaUnit", + "modelAsString": true + } + } + }, + "description": "The properties for Quota update or retrieval." + }, + "QuotaUpdateParameters": { + "type": "object", + "properties": { + "value": { + "description": "The list for update quota.", + "type": "array", + "items": { + "$ref": "#/definitions/QuotaBaseProperties" + } + }, + "location": { + "description": "Region of workspace quota to be updated.", + "type": "string" + } + }, + "description": "Quota update parameters." + }, + "DiagnoseRequestProperties": { + "type": "object", + "properties": { + "udr": { + "description": "Setting for diagnosing user defined routing", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "nsg": { + "description": "Setting for diagnosing network security group", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "resourceLock": { + "description": "Setting for diagnosing resource lock", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "dnsResolution": { + "description": "Setting for diagnosing dns resolution", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "storageAccount": { + "description": "Setting for diagnosing dependent storage account", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "keyVault": { + "description": "Setting for diagnosing dependent key vault", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "containerRegistry": { + "description": "Setting for diagnosing dependent container registry", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "applicationInsights": { + "description": "Setting for diagnosing dependent application insights", + "type": "object", + "additionalProperties": { + "type": "object" + } + }, + "others": { + "description": "Setting for diagnosing unclassified category of problems", + "type": "object", + "additionalProperties": { + "type": "object" + } + } + } + }, + "DiagnoseWorkspaceParameters": { + "type": "object", + "description": "Parameters to diagnose a workspace", + "properties": { + "value": { + "description": "Value of Parameters", + "$ref": "#/definitions/DiagnoseRequestProperties" + } + } + }, + "DiagnoseResult": { + "type": "object", + "description": "Result of Diagnose", + "properties": { + "code": { + "description": "Code for workspace setup error", + "type": "string", + "readOnly": true + }, + "level": { + "description": "Level of workspace setup error", + "enum": [ + "Warning", + "Error", + "Information" + ], + "type": "string", + "readOnly": true, + "x-ms-enum": { + "name": "DiagnoseResultLevel", + "modelAsString": true + } + }, + "message": { + "description": "Message of workspace setup error", + "type": "string", + "readOnly": true + } + } + }, + "DiagnoseResponseResult": { + "type": "object", + "properties": { + "value": { + "type": "object", + "properties": { + "userDefinedRouteResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "networkSecurityRuleResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "resourceLockResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "dnsResolutionResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "storageAccountResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "keyVaultResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "containerRegistryResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "applicationInsightsResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + }, + "otherResults": { + "type": "array", + "items": { + "$ref": "#/definitions/DiagnoseResult" + }, + "x-ms-identifiers": [ + "message" + ] + } + } + } + } + }, + "UpdateWorkspaceQuotasResult": { + "type": "object", + "properties": { + "value": { + "description": "The list of workspace quota update result.", + "items": { + "$ref": "#/definitions/UpdateWorkspaceQuotas" + }, + "readOnly": true, + "type": "array" + }, + "nextLink": { + "description": "The URI to fetch the next page of workspace quota update result. Call ListNext() with this to fetch the next page of Workspace Quota update result.", + "readOnly": true, + "type": "string" + } + }, + "description": "The result of update workspace quota." + }, + "UpdateWorkspaceQuotas": { + "type": "object", + "properties": { + "id": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource ID." + }, + "type": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource type." + }, + "limit": { + "type": "integer", + "format": "int64", + "title": "Limit.", + "description": "The maximum permitted quota of the resource." + }, + "unit": { + "readOnly": true, + "type": "string", + "description": "An enum describing the unit of quota measurement.", + "enum": [ + "Count" + ], + "x-ms-enum": { + "name": "QuotaUnit", + "modelAsString": true + } + }, + "status": { + "type": "string", + "readOnly": false, + "title": "Update Workspace Quota Status.", + "description": "Status of update workspace quota.", + "enum": [ + "Undefined", + "Success", + "Failure", + "InvalidQuotaBelowClusterMinimum", + "InvalidQuotaExceedsSubscriptionLimit", + "InvalidVMFamilyName", + "OperationNotSupportedForSku", + "OperationNotEnabledForRegion" + ], + "x-ms-enum": { + "name": "status", + "modelAsString": true + } + } + }, + "description": "The properties for update Quota response." + }, + "ResourceName": { + "type": "object", + "properties": { + "value": { + "readOnly": true, + "type": "string", + "description": "The name of the resource." + }, + "localizedValue": { + "readOnly": true, + "type": "string", + "description": "The localized name of the resource." + } + }, + "description": "The Resource Name." + }, + "ResourceQuota": { + "type": "object", + "properties": { + "id": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource ID." + }, + "amlWorkspaceLocation": { + "readOnly": true, + "type": "string", + "description": "Region of the AML workspace in the id." + }, + "type": { + "readOnly": true, + "type": "string", + "description": "Specifies the resource type." + }, + "name": { + "$ref": "#/definitions/ResourceName", + "description": "Name of the resource.", + "readOnly": true + }, + "limit": { + "readOnly": true, + "type": "integer", + "format": "int64", + "title": "Limit.", + "description": "The maximum permitted quota of the resource." + }, + "unit": { + "readOnly": true, + "type": "string", + "description": "An enum describing the unit of quota measurement.", + "enum": [ + "Count" + ], + "x-ms-enum": { + "name": "QuotaUnit", + "modelAsString": true + } + } + }, + "description": "The quota assigned to a resource." + }, + "ListWorkspaceQuotas": { + "type": "object", + "properties": { + "value": { + "description": "The list of Workspace Quotas by VM Family", + "items": { + "$ref": "#/definitions/ResourceQuota" + }, + "readOnly": true, + "type": "array" + }, + "nextLink": { + "description": "The URI to fetch the next page of workspace quota information by VM Family. Call ListNext() with this to fetch the next page of Workspace Quota information.", + "readOnly": true, + "type": "string" + } + }, + "description": "The List WorkspaceQuotasByVMFamily operation response." + }, + "ResourceId": { + "type": "object", + "properties": { + "id": { + "type": "string", + "description": "The ID of the resource" + } + }, + "required": [ + "id" + ], + "description": "Represents a resource ID. For example, for a subnet, it is the resource URL for the subnet.", + "x-ms-azure-resource": true + }, + "ListWorkspaceKeysResult": { + "type": "object", + "properties": { + "userStorageKey": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + }, + "userStorageResourceId": { + "readOnly": true, + "type": "string" + }, + "appInsightsInstrumentationKey": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + }, + "containerRegistryCredentials": { + "readOnly": true, + "$ref": "#/definitions/RegistryListCredentialsResult" + }, + "notebookAccessKeys": { + "readOnly": true, + "$ref": "#/definitions/ListNotebookKeysResult" + } + } + }, + "NotebookAccessTokenResult": { + "type": "object", + "properties": { + "notebookResourceId": { + "readOnly": true, + "type": "string" + }, + "hostName": { + "readOnly": true, + "type": "string" + }, + "publicDns": { + "readOnly": true, + "type": "string" + }, + "accessToken": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + }, + "tokenType": { + "readOnly": true, + "type": "string" + }, + "expiresIn": { + "readOnly": true, + "type": "integer", + "format": "int32" + }, + "refreshToken": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + }, + "scope": { + "readOnly": true, + "type": "string" + } + } + }, + "RegistryListCredentialsResult": { + "type": "object", + "properties": { + "location": { + "readOnly": true, + "type": "string" + }, + "username": { + "readOnly": true, + "type": "string" + }, + "passwords": { + "type": "array", + "items": { + "$ref": "#/definitions/Password" + }, + "x-ms-identifiers": [ + "name" + ] + } + } + }, + "Password": { + "type": "object", + "properties": { + "name": { + "readOnly": true, + "type": "string" + }, + "value": { + "readOnly": true, + "type": "string" + } + } + }, + "PaginatedComputeResourcesList": { + "type": "object", + "description": "Paginated list of Machine Learning compute objects wrapped in ARM resource envelope.", + "properties": { + "value": { + "type": "array", + "description": "An array of Machine Learning compute objects wrapped in ARM resource envelope.", + "items": { + "$ref": "#/definitions/ComputeResource" + } + }, + "nextLink": { + "type": "string", + "description": "A continuation link (absolute URI) to the next page of results in the list." + } + } + }, + "ComputeResource": { + "type": "object", + "description": "Machine Learning compute object wrapped into ARM resource envelope.", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + }, + { + "$ref": "#/definitions/ComputeResourceSchema" + } + ], + "properties": { + "identity": { + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity", + "description": "The identity of the resource." + }, + "location": { + "description": "Specifies the location of the resource.", + "type": "string" + }, + "tags": { + "description": "Contains resource tags defined as key/value pairs.", + "type": "object", + "x-nullable": true, + "additionalProperties": { + "type": "string" + } + }, + "sku": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku", + "description": "The sku of the workspace.", + "x-nullable": true + } + } + }, + "ComputeResourceSchema": { + "type": "object", + "properties": { + "properties": { + "description": "Compute properties", + "$ref": "#/definitions/Compute" + } + } + }, + "Compute": { + "type": "object", + "description": "Machine Learning compute object.", + "discriminator": "computeType", + "properties": { + "computeType": { + "description": "The type of compute", + "$ref": "#/definitions/ComputeType" + }, + "computeLocation": { + "description": "Location for the underlying compute", + "type": "string", + "readOnly": true + }, + "provisioningState": { + "type": "string", + "description": "The provision state of the cluster. Valid values are Unknown, Updating, Provisioning, Succeeded, and Failed.", + "enum": [ + "Unknown", + "Updating", + "Creating", + "Deleting", + "Succeeded", + "Failed", + "Canceled" + ], + "x-ms-enum": { + "name": "ProvisioningState", + "modelAsString": true + }, + "readOnly": true + }, + "description": { + "type": "string", + "description": "The description of the Machine Learning compute.", + "x-nullable": true + }, + "createdOn": { + "type": "string", + "readOnly": true, + "format": "date-time", + "description": "The time at which the compute was created." + }, + "modifiedOn": { + "type": "string", + "readOnly": true, + "format": "date-time", + "description": "The time at which the compute was last modified." + }, + "resourceId": { + "type": "string", + "description": "ARM resource id of the underlying compute", + "x-nullable": true + }, + "provisioningErrors": { + "type": "array", + "description": "Errors during provisioning", + "items": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + }, + "x-ms-identifiers": [ + "/error/code" + ], + "readOnly": true, + "x-nullable": true + }, + "isAttachedCompute": { + "type": "boolean", + "description": "Indicating whether the compute was provisioned by user and brought from outside if true, or machine learning service provisioned it if false.", + "readOnly": true + }, + "disableLocalAuth": { + "type": "boolean", + "description": "Opt-out of local authentication and ensure customers can use only MSI and AAD exclusively for authentication." + } + }, + "required": [ + "computeType" + ] + }, + "AKS": { + "description": "A Machine Learning compute based on AKS.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/AKSSchema" + } + ], + "x-ms-discriminator-value": "AKS" + }, + "AKSSchema": { + "type": "object", + "properties": { + "properties": { + "type": "object", + "description": "AKS properties", + "properties": { + "clusterFqdn": { + "description": "Cluster full qualified domain name", + "type": "string", + "x-nullable": true + }, + "systemServices": { + "type": "array", + "description": "System services", + "items": { + "$ref": "#/definitions/SystemService" + }, + "x-ms-identifiers": [ + "publicIpAddress" + ], + "readOnly": true, + "x-nullable": true + }, + "agentCount": { + "description": "Number of agents", + "type": "integer", + "format": "int32", + "minimum": 0, + "x-nullable": true + }, + "agentVmSize": { + "description": "Agent virtual machine size", + "type": "string", + "x-nullable": true + }, + "clusterPurpose": { + "description": "Intended usage of the cluster", + "type": "string", + "default": "FastProd", + "enum": [ + "FastProd", + "DenseProd", + "DevTest" + ], + "x-ms-enum": { + "name": "ClusterPurpose", + "modelAsString": true + } + }, + "sslConfiguration": { + "description": "SSL configuration", + "$ref": "#/definitions/SslConfiguration", + "x-nullable": true + }, + "aksNetworkingConfiguration": { + "description": "AKS networking configuration for vnet", + "$ref": "#/definitions/AksNetworkingConfiguration", + "x-nullable": true + }, + "loadBalancerType": { + "description": "Load Balancer Type", + "type": "string", + "default": "PublicIp", + "enum": [ + "PublicIp", + "InternalLoadBalancer" + ], + "x-ms-enum": { + "name": "LoadBalancerType", + "modelAsString": true + } + }, + "loadBalancerSubnet": { + "description": "Load Balancer Subnet", + "type": "string", + "x-nullable": true + } + } + } + } + }, + "Kubernetes": { + "description": "A Machine Learning compute based on Kubernetes Compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/KubernetesSchema" + } + ], + "x-ms-discriminator-value": "Kubernetes" + }, + "KubernetesSchema": { + "type": "object", + "description": "Kubernetes Compute Schema", + "properties": { + "properties": { + "description": "Properties of Kubernetes", + "$ref": "#/definitions/KubernetesProperties" + } + } + }, + "KubernetesProperties": { + "type": "object", + "description": "Kubernetes properties", + "properties": { + "relayConnectionString": { + "description": "Relay connection string.", + "type": "string", + "x-ms-secret": true, + "x-nullable": true + }, + "serviceBusConnectionString": { + "description": "ServiceBus connection string.", + "type": "string", + "x-ms-secret": true, + "x-nullable": true + }, + "extensionPrincipalId": { + "description": "Extension principal-id.", + "type": "string", + "x-nullable": true + }, + "extensionInstanceReleaseTrain": { + "description": "Extension instance release train.", + "type": "string" + }, + "vcName": { + "description": "VC name.", + "type": "string" + }, + "namespace": { + "description": "Compute namespace", + "type": "string", + "default": "default" + }, + "defaultInstanceType": { + "description": "Default instance type", + "type": "string" + }, + "instanceTypes": { + "description": "Instance Type Schema", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/InstanceTypeSchema" + } + } + } + }, + "AmlComputeProperties": { + "type": "object", + "description": "AML Compute properties", + "properties": { + "osType": { + "description": "Compute OS Type", + "type": "string", + "default": "Linux", + "enum": [ + "Linux", + "Windows" + ], + "x-ms-enum": { + "name": "OsType", + "modelAsString": true + } + }, + "vmSize": { + "description": "Virtual Machine Size", + "type": "string" + }, + "vmPriority": { + "description": "Virtual Machine priority", + "type": "string", + "enum": [ + "Dedicated", + "LowPriority" + ], + "x-ms-enum": { + "name": "VmPriority", + "modelAsString": true + } + }, + "virtualMachineImage": { + "description": "Virtual Machine image for AML Compute - windows only", + "$ref": "#/definitions/VirtualMachineImage", + "x-nullable": true + }, + "isolatedNetwork": { + "description": "Network is isolated or not", + "type": "boolean" + }, + "scaleSettings": { + "description": "Scale settings for AML Compute", + "$ref": "#/definitions/ScaleSettings" + }, + "userAccountCredentials": { + "title": "User account credentials.", + "description": "Credentials for an administrator user account that will be created on each compute node.", + "$ref": "#/definitions/UserAccountCredentials", + "x-nullable": true + }, + "subnet": { + "title": "Subnet.", + "description": "Virtual network subnet resource ID the compute nodes belong to.", + "$ref": "#/definitions/ResourceId", + "x-nullable": true + }, + "remoteLoginPortPublicAccess": { + "type": "string", + "default": "NotSpecified", + "title": "Close remote Login Access Port", + "description": "State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on all nodes of the cluster. Enabled - Indicates that the public ssh port is open on all nodes of the cluster. NotSpecified - Indicates that the public ssh port is closed on all nodes of the cluster if VNet is defined, else is open all public nodes. It can be default only during cluster creation time, after creation it will be either enabled or disabled.", + "enum": [ + "Enabled", + "Disabled", + "NotSpecified" + ], + "x-ms-enum": { + "name": "remoteLoginPortPublicAccess", + "modelAsString": true + } + }, + "allocationState": { + "type": "string", + "readOnly": true, + "title": "Allocation state.", + "description": "Allocation state of the compute. Possible values are: steady - Indicates that the compute is not resizing. There are no changes to the number of compute nodes in the compute in progress. A compute enters this state when it is created and when no operations are being performed on the compute to change the number of compute nodes. resizing - Indicates that the compute is resizing; that is, compute nodes are being added to or removed from the compute.", + "enum": [ + "Steady", + "Resizing" + ], + "x-ms-enum": { + "name": "AllocationState", + "modelAsString": true + } + }, + "allocationStateTransitionTime": { + "type": "string", + "readOnly": true, + "format": "date-time", + "title": "Allocation state transition time.", + "description": "The time at which the compute entered its current allocation state." + }, + "errors": { + "readOnly": true, + "title": "Errors.", + "description": "Collection of errors encountered by various compute nodes during node setup.", + "type": "array", + "x-nullable": true, + "items": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + }, + "x-ms-identifiers": [ + "/error/code" + ] + }, + "currentNodeCount": { + "type": "integer", + "readOnly": true, + "format": "int32", + "title": "Current node count.", + "description": "The number of compute nodes currently assigned to the compute.", + "x-nullable": true + }, + "targetNodeCount": { + "type": "integer", + "readOnly": true, + "format": "int32", + "title": "Target node count.", + "description": "The target number of compute nodes for the compute. If the allocationState is resizing, this property denotes the target node count for the ongoing resize operation. If the allocationState is steady, this property denotes the target node count for the previous resize operation.", + "x-nullable": true + }, + "nodeStateCounts": { + "title": "Node state counts.", + "description": "Counts of various node states on the compute.", + "readOnly": true, + "$ref": "#/definitions/NodeStateCounts", + "x-nullable": true + }, + "enableNodePublicIp": { + "type": "boolean", + "default": true, + "title": "Enable node public IP.", + "description": "Enable or disable node public IP address provisioning. Possible values are: Possible values are: true - Indicates that the compute nodes will have public IPs provisioned. false - Indicates that the compute nodes will have a private endpoint and no public IPs.", + "x-nullable": true + }, + "propertyBag": { + "type": "object", + "description": "A property bag containing additional properties.", + "x-nullable": true + } + } + }, + "AmlCompute": { + "description": "An Azure Machine Learning compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/AmlComputeSchema" + } + ], + "x-ms-discriminator-value": "AmlCompute" + }, + "AmlComputeSchema": { + "type": "object", + "description": "Properties(top level) of AmlCompute", + "properties": { + "properties": { + "description": "Properties of AmlCompute", + "$ref": "#/definitions/AmlComputeProperties" + } + } + }, + "ComputeInstanceProperties": { + "description": "Compute Instance properties", + "type": "object", + "properties": { + "vmSize": { + "description": "Virtual Machine Size", + "type": "string" + }, + "subnet": { + "title": "Subnet.", + "description": "Virtual network subnet resource ID the compute nodes belong to.", + "$ref": "#/definitions/ResourceId", + "x-nullable": true + }, + "applicationSharingPolicy": { + "type": "string", + "default": "Shared", + "title": "Sharing policy for applications on this compute instance", + "description": "Policy for sharing applications on this compute instance among users of parent workspace. If Personal, only the creator can access applications on this compute instance. When Shared, any workspace user can access applications on this instance depending on his/her assigned role.", + "enum": [ + "Personal", + "Shared" + ], + "x-ms-enum": { + "name": "applicationSharingPolicy", + "modelAsString": true + } + }, + "sshSettings": { + "description": "Specifies policy and settings for SSH access.", + "$ref": "#/definitions/ComputeInstanceSshSettings", + "x-nullable": true + }, + "connectivityEndpoints": { + "readOnly": true, + "description": "Describes all connectivity endpoints available for this ComputeInstance.", + "$ref": "#/definitions/ComputeInstanceConnectivityEndpoints" + }, + "applications": { + "type": "array", + "readOnly": true, + "description": "Describes available applications and their endpoints on this ComputeInstance.", + "items": { + "$ref": "#/definitions/ComputeInstanceApplication" + }, + "x-ms-identifiers": [ + "displayName" + ] + }, + "createdBy": { + "readOnly": true, + "description": "Describes information on user who created this ComputeInstance.", + "$ref": "#/definitions/ComputeInstanceCreatedBy" + }, + "errors": { + "readOnly": true, + "title": "Errors.", + "description": "Collection of errors encountered on this ComputeInstance.", + "type": "array", + "items": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + }, + "x-ms-identifiers": [ + "/error/code" + ] + }, + "state": { + "description": "The current state of this ComputeInstance.", + "$ref": "#/definitions/ComputeInstanceState", + "readOnly": true + }, + "computeInstanceAuthorizationType": { + "type": "string", + "title": "Compute Instance Authorization type.", + "description": "The Compute Instance Authorization type. Available values are personal (default).", + "default": "personal", + "x-nullable": true, + "enum": [ + "personal" + ], + "x-ms-enum": { + "name": "ComputeInstanceAuthorizationType", + "modelAsString": true + } + }, + "personalComputeInstanceSettings": { + "title": "Personal Compute Instance settings.", + "description": "Settings for a personal compute instance.", + "$ref": "#/definitions/PersonalComputeInstanceSettings", + "x-nullable": true + }, + "setupScripts": { + "description": "Details of customized scripts to execute for setting up the cluster.", + "$ref": "#/definitions/SetupScripts", + "x-nullable": true + }, + "lastOperation": { + "description": "The last operation on ComputeInstance.", + "$ref": "#/definitions/ComputeInstanceLastOperation", + "readOnly": true, + "x-nullable": true + }, + "schedules": { + "description": "The list of schedules to be applied on the computes.", + "$ref": "#/definitions/ComputeSchedules", + "x-nullable": true, + "readOnly": true + }, + "enableNodePublicIp": { + "type": "boolean", + "title": "Enable node public IP.", + "description": "Enable or disable node public IP address provisioning. Possible values are: Possible values are: true - Indicates that the compute nodes will have public IPs provisioned. false - Indicates that the compute nodes will have a private endpoint and no public IPs." + }, + "containers": { + "type": "array", + "readOnly": true, + "description": "Describes informations of containers on this ComputeInstance.", + "x-nullable": true, + "items": { + "$ref": "#/definitions/ComputeInstanceContainer" + }, + "x-ms-identifiers": [ + "name" + ] + }, + "dataDisks": { + "type": "array", + "readOnly": true, + "description": "Describes informations of dataDisks on this ComputeInstance.", + "x-nullable": true, + "items": { + "$ref": "#/definitions/ComputeInstanceDataDisk" + }, + "x-ms-identifiers": [] + }, + "dataMounts": { + "type": "array", + "readOnly": true, + "description": "Describes informations of dataMounts on this ComputeInstance.", + "x-nullable": true, + "items": { + "$ref": "#/definitions/ComputeInstanceDataMount" + }, + "x-ms-identifiers": [] + }, + "versions": { + "description": "ComputeInstance version.", + "$ref": "#/definitions/ComputeInstanceVersion", + "readOnly": true + } + } + }, + "ComputeInstance": { + "description": "An Azure Machine Learning compute instance.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/ComputeInstanceSchema" + } + ], + "x-ms-discriminator-value": "ComputeInstance" + }, + "ComputeInstanceSchema": { + "type": "object", + "description": "Properties(top level) of ComputeInstance", + "properties": { + "properties": { + "description": "Properties of ComputeInstance", + "$ref": "#/definitions/ComputeInstanceProperties" + } + } + }, + "VirtualMachine": { + "description": "A Machine Learning compute based on Azure Virtual Machines.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/VirtualMachineSchema" + } + ], + "x-ms-discriminator-value": "VirtualMachine" + }, + "VirtualMachineSchema": { + "type": "object", + "properties": { + "properties": { + "type": "object", + "properties": { + "virtualMachineSize": { + "description": "Virtual Machine size", + "type": "string" + }, + "sshPort": { + "description": "Port open for ssh connections.", + "type": "integer", + "format": "int32" + }, + "notebookServerPort": { + "description": "Notebook server port open for ssh connections.", + "type": "integer", + "format": "int32" + }, + "address": { + "description": "Public IP address of the virtual machine.", + "type": "string" + }, + "administratorAccount": { + "description": "Admin credentials for virtual machine", + "$ref": "#/definitions/VirtualMachineSshCredentials" + }, + "isNotebookInstanceCompute": { + "description": "Indicates whether this compute will be used for running notebooks.", + "type": "boolean" + } + } + } + } + }, + "HDInsightProperties": { + "type": "object", + "description": "HDInsight compute properties", + "properties": { + "sshPort": { + "description": "Port open for ssh connections on the master node of the cluster.", + "type": "integer", + "format": "int32" + }, + "address": { + "description": "Public IP address of the master node of the cluster.", + "type": "string" + }, + "administratorAccount": { + "description": "Admin credentials for master node of the cluster", + "$ref": "#/definitions/VirtualMachineSshCredentials", + "x-nullable": true + } + } + }, + "HDInsight": { + "description": "A HDInsight compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/HDInsightSchema" + } + ], + "x-ms-discriminator-value": "HDInsight" + }, + "HDInsightSchema": { + "type": "object", + "properties": { + "properties": { + "$ref": "#/definitions/HDInsightProperties" + } + } + }, + "DataFactory": { + "description": "A DataFactory compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + } + ], + "x-ms-discriminator-value": "DataFactory" + }, + "DatabricksProperties": { + "type": "object", + "description": "Properties of Databricks", + "properties": { + "databricksAccessToken": { + "description": "Databricks access token", + "type": "string" + }, + "workspaceUrl": { + "description": "Workspace Url", + "type": "string" + } + } + }, + "Databricks": { + "description": "A DataFactory compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/DatabricksSchema" + } + ], + "x-ms-discriminator-value": "Databricks" + }, + "DatabricksSchema": { + "type": "object", + "properties": { + "properties": { + "$ref": "#/definitions/DatabricksProperties" + } + } + }, + "DataLakeAnalytics": { + "description": "A DataLakeAnalytics compute.", + "allOf": [ + { + "$ref": "#/definitions/Compute" + }, + { + "$ref": "#/definitions/DataLakeAnalyticsSchema" + } + ], + "x-ms-discriminator-value": "DataLakeAnalytics" + }, + "DataLakeAnalyticsSchema": { + "type": "object", + "properties": { + "properties": { + "type": "object", + "properties": { + "dataLakeStoreAccountName": { + "description": "DataLake Store Account Name", + "type": "string" + } + } + } + } + }, + "SynapseSpark": { + "type": "object", + "description": "A SynapseSpark compute.", + "properties": { + "properties": { + "type": "object", + "properties": { + "autoScaleProperties": { + "description": "Auto scale properties.", + "$ref": "#/definitions/AutoScaleProperties" + }, + "autoPauseProperties": { + "description": "Auto pause properties.", + "$ref": "#/definitions/AutoPauseProperties" + }, + "sparkVersion": { + "description": "Spark version.", + "type": "string" + }, + "nodeCount": { + "description": "The number of compute nodes currently assigned to the compute.", + "type": "integer", + "format": "int32" + }, + "nodeSize": { + "description": "Node size.", + "type": "string" + }, + "nodeSizeFamily": { + "description": "Node size family.", + "type": "string" + }, + "subscriptionId": { + "description": "Azure subscription identifier.", + "type": "string" + }, + "resourceGroup": { + "description": "Name of the resource group in which workspace is located.", + "type": "string" + }, + "workspaceName": { + "description": "Name of Azure Machine Learning workspace.", + "type": "string" + }, + "poolName": { + "description": "Pool name.", + "type": "string" + } + } + } + }, + "allOf": [ + { + "$ref": "#/definitions/Compute" + } + ], + "x-ms-discriminator-value": "SynapseSpark" + }, + "SystemService": { + "type": "object", + "description": "A system service running on a compute.", + "properties": { + "systemServiceType": { + "description": "The type of this system service.", + "readOnly": true, + "type": "string" + }, + "publicIpAddress": { + "type": "string", + "description": "Public IP address", + "readOnly": true + }, + "version": { + "description": "The version for this type.", + "readOnly": true, + "type": "string" + } + } + }, + "SslConfiguration": { + "type": "object", + "description": "The ssl configuration for scoring", + "properties": { + "status": { + "description": "Enable or disable ssl for scoring", + "type": "string", + "enum": [ + "Disabled", + "Enabled", + "Auto" + ], + "x-ms-enum": { + "name": "SslConfigStatus", + "modelAsString": true + } + }, + "cert": { + "description": "Cert data", + "type": "string", + "x-ms-secret": true, + "x-nullable": true + }, + "key": { + "description": "Key data", + "type": "string", + "x-ms-secret": true, + "x-nullable": true + }, + "cname": { + "description": "CNAME of the cert", + "type": "string", + "x-nullable": true + }, + "leafDomainLabel": { + "description": "Leaf domain label of public endpoint", + "type": "string", + "x-nullable": true + }, + "overwriteExistingDomain": { + "description": "Indicates whether to overwrite existing domain label.", + "type": "boolean" + } + } + }, + "AksNetworkingConfiguration": { + "type": "object", + "description": "Advance configuration for AKS networking", + "properties": { + "subnetId": { + "description": "Virtual network subnet resource ID the compute nodes belong to", + "type": "string" + }, + "serviceCidr": { + "pattern": "^([0-9]{1,3}\\.){3}[0-9]{1,3}(\\/([0-9]|[1-2][0-9]|3[0-2]))?$", + "description": "A CIDR notation IP range from which to assign service cluster IPs. It must not overlap with any Subnet IP ranges.", + "type": "string" + }, + "dnsServiceIP": { + "pattern": "^(?:(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\\.){3}(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)$", + "description": "An IP address assigned to the Kubernetes DNS service. It must be within the Kubernetes service address range specified in serviceCidr.", + "type": "string" + }, + "dockerBridgeCidr": { + "pattern": "^([0-9]{1,3}\\.){3}[0-9]{1,3}(\\/([0-9]|[1-2][0-9]|3[0-2]))?$", + "description": "A CIDR notation IP range assigned to the Docker bridge network. It must not overlap with any Subnet IP ranges or the Kubernetes service address range.", + "type": "string" + } + } + }, + "UserAccountCredentials": { + "type": "object", + "properties": { + "adminUserName": { + "type": "string", + "title": "User name.", + "description": "Name of the administrator user account which can be used to SSH to nodes." + }, + "adminUserSshPublicKey": { + "type": "string", + "x-ms-secret": true, + "title": "SSH public key.", + "description": "SSH public key of the administrator user account." + }, + "adminUserPassword": { + "type": "string", + "x-ms-secret": true, + "title": "Password.", + "description": "Password of the administrator user account." + } + }, + "required": [ + "adminUserName" + ], + "description": "Settings for user account that gets created on each on the nodes of a compute." + }, + "ScaleSettings": { + "type": "object", + "description": "scale settings for AML Compute", + "properties": { + "maxNodeCount": { + "description": "Max number of nodes to use", + "type": "integer", + "format": "int32" + }, + "minNodeCount": { + "description": "Min number of nodes to use", + "type": "integer", + "format": "int32", + "default": 0 + }, + "nodeIdleTimeBeforeScaleDown": { + "type": "string", + "format": "duration", + "description": "Node Idle Time before scaling down amlCompute. This string needs to be in the RFC Format." + } + }, + "required": [ + "maxNodeCount" + ] + }, + "VirtualMachineImage": { + "type": "object", + "description": "Virtual Machine image for Windows AML Compute", + "properties": { + "id": { + "description": "Virtual Machine image path", + "type": "string" + } + }, + "required": [ + "id" + ] + }, + "NodeStateCounts": { + "type": "object", + "properties": { + "idleNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Idle node count.", + "description": "Number of compute nodes in idle state." + }, + "runningNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Running node count.", + "description": "Number of compute nodes which are running jobs." + }, + "preparingNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Preparing node count.", + "description": "Number of compute nodes which are being prepared." + }, + "unusableNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Unusable node count.", + "description": "Number of compute nodes which are in unusable state." + }, + "leavingNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Leaving node count.", + "description": "Number of compute nodes which are leaving the amlCompute." + }, + "preemptedNodeCount": { + "readOnly": true, + "type": "integer", + "format": "int32", + "title": "Preempted node count.", + "description": "Number of compute nodes which are in preempted state." + } + }, + "description": "Counts of various compute node states on the amlCompute." + }, + "ScaleSettingsInformation": { + "type": "object", + "properties": { + "scaleSettings": { + "$ref": "#/definitions/ScaleSettings", + "title": "Scale settings." + } + }, + "description": "Desired scale settings for the amlCompute." + }, + "ClusterUpdateProperties": { + "type": "object", + "properties": { + "properties": { + "description": "Properties of ClusterUpdate", + "$ref": "#/definitions/ScaleSettingsInformation" + } + }, + "description": "The properties of a amlCompute that need to be updated." + }, + "ClusterUpdateParameters": { + "type": "object", + "properties": { + "properties": { + "x-ms-client-flatten": true, + "$ref": "#/definitions/ClusterUpdateProperties", + "description": "The properties of the amlCompute." + } + }, + "description": "AmlCompute update parameters." + }, + "AmlComputeNodesInformation": { + "type": "object", + "description": "Result of AmlCompute Nodes", + "properties": { + "nodes": { + "readOnly": true, + "type": "array", + "items": { + "$ref": "#/definitions/AmlComputeNodeInformation" + }, + "x-ms-identifiers": [ + "nodeId" + ], + "description": "The collection of returned AmlCompute nodes details." + }, + "nextLink": { + "readOnly": true, + "type": "string", + "description": "The continuation token." + } + } + }, + "AmlComputeNodeInformation": { + "type": "object", + "description": "Compute node information related to a AmlCompute.", + "properties": { + "nodeId": { + "readOnly": true, + "type": "string", + "title": "Node ID.", + "description": "ID of the compute node." + }, + "privateIpAddress": { + "readOnly": true, + "type": "string", + "title": "Private IP address.", + "description": "Private IP address of the compute node.", + "x-nullable": true + }, + "publicIpAddress": { + "readOnly": true, + "type": "string", + "title": "Public IP address.", + "description": "Public IP address of the compute node.", + "x-nullable": true + }, + "port": { + "readOnly": true, + "type": "number", + "format": "int32", + "title": "Port.", + "description": "SSH port number of the node." + }, + "nodeState": { + "readOnly": true, + "type": "string", + "enum": [ + "idle", + "running", + "preparing", + "unusable", + "leaving", + "preempted" + ], + "description": "State of the compute node. Values are idle, running, preparing, unusable, leaving and preempted.", + "x-ms-enum": { + "name": "nodeState", + "modelAsString": true + } + }, + "runId": { + "readOnly": true, + "type": "string", + "title": "Run ID.", + "description": "ID of the Experiment running on the node, if any else null.", + "x-nullable": true + } + } + }, + "VirtualMachineSshCredentials": { + "type": "object", + "description": "Admin credentials for virtual machine", + "properties": { + "username": { + "description": "Username of admin account", + "type": "string" + }, + "password": { + "description": "Password of admin account", + "type": "string" + }, + "publicKeyData": { + "description": "Public key data", + "type": "string", + "x-ms-secret": true + }, + "privateKeyData": { + "description": "Private key data", + "type": "string", + "x-ms-secret": true + } + } + }, + "ComputeSecrets": { + "type": "object", + "description": "Secrets related to a Machine Learning compute. Might differ for every type of compute.", + "discriminator": "computeType", + "properties": { + "computeType": { + "description": "The type of compute", + "$ref": "#/definitions/ComputeType" + } + }, + "required": [ + "computeType" + ] + }, + "AksComputeSecretsProperties": { + "type": "object", + "description": "Properties of AksComputeSecrets", + "properties": { + "userKubeConfig": { + "type": "string", + "description": "Content of kubeconfig file that can be used to connect to the Kubernetes cluster." + }, + "adminKubeConfig": { + "type": "string", + "description": "Content of kubeconfig file that can be used to connect to the Kubernetes cluster." + }, + "imagePullSecretName": { + "type": "string", + "description": "Image registry pull secret.", + "x-nullable": true + } + } + }, + "AksComputeSecrets": { + "description": "Secrets related to a Machine Learning compute based on AKS.", + "allOf": [ + { + "$ref": "#/definitions/ComputeSecrets" + }, + { + "$ref": "#/definitions/AksComputeSecretsProperties" + } + ], + "x-ms-discriminator-value": "AKS" + }, + "VirtualMachineSecrets": { + "description": "Secrets related to a Machine Learning compute based on AKS.", + "allOf": [ + { + "$ref": "#/definitions/ComputeSecrets" + }, + { + "$ref": "#/definitions/VirtualMachineSecretsSchema" + } + ], + "x-ms-discriminator-value": "VirtualMachine" + }, + "VirtualMachineSecretsSchema": { + "type": "object", + "properties": { + "administratorAccount": { + "description": "Admin credentials for virtual machine.", + "$ref": "#/definitions/VirtualMachineSshCredentials" + } + } + }, + "DatabricksComputeSecretsProperties": { + "type": "object", + "description": "Properties of Databricks Compute Secrets", + "properties": { + "databricksAccessToken": { + "description": "access token for databricks account.", + "type": "string" + } + } + }, + "DatabricksComputeSecrets": { + "description": "Secrets related to a Machine Learning compute based on Databricks.", + "allOf": [ + { + "$ref": "#/definitions/ComputeSecrets" + }, + { + "$ref": "#/definitions/DatabricksComputeSecretsProperties" + } + ], + "x-ms-discriminator-value": "Databricks" + }, + "ComputeType": { + "type": "string", + "description": "The type of compute", + "enum": [ + "AKS", + "Kubernetes", + "AmlCompute", + "ComputeInstance", + "DataFactory", + "VirtualMachine", + "HDInsight", + "Databricks", + "DataLakeAnalytics", + "SynapseSpark" + ], + "x-ms-enum": { + "name": "ComputeType", + "modelAsString": true + } + }, + "PrivateEndpointConnectionListResult": { + "type": "object", + "properties": { + "value": { + "type": "array", + "description": "Array of private endpoint connections", + "items": { + "$ref": "#/definitions/PrivateEndpointConnection" + } + } + }, + "description": "List of private endpoint connection associated with the specified workspace" + }, + "PrivateEndpointConnection": { + "type": "object", + "properties": { + "properties": { + "$ref": "#/definitions/PrivateEndpointConnectionProperties", + "x-ms-client-flatten": true, + "description": "Resource properties." + }, + "identity": { + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity", + "description": "The identity of the resource." + }, + "location": { + "description": "Specifies the location of the resource.", + "type": "string" + }, + "tags": { + "description": "Contains resource tags defined as key/value pairs.", + "type": "object", + "additionalProperties": { + "type": "string" + } + }, + "sku": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku", + "description": "The sku of the workspace." + } + }, + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "description": "The Private Endpoint Connection resource." + }, + "PrivateEndpointConnectionProperties": { + "type": "object", + "properties": { + "privateEndpoint": { + "$ref": "#/definitions/PrivateEndpoint", + "description": "The resource of private end point." + }, + "privateLinkServiceConnectionState": { + "$ref": "#/definitions/PrivateLinkServiceConnectionState", + "description": "A collection of information about the state of the connection between service consumer and provider." + }, + "provisioningState": { + "$ref": "#/definitions/PrivateEndpointConnectionProvisioningState", + "description": "The provisioning state of the private endpoint connection resource." + } + }, + "required": [ + "privateLinkServiceConnectionState" + ], + "description": "Properties of the PrivateEndpointConnectProperties." + }, + "PrivateEndpoint": { + "type": "object", + "properties": { + "id": { + "readOnly": true, + "type": "string", + "description": "The ARM identifier for Private Endpoint" + }, + "subnetArmId": { + "readOnly": true, + "type": "string", + "description": "The ARM identifier for Subnet resource that private endpoint links to" + } + }, + "description": "The Private Endpoint resource." + }, + "PrivateLinkServiceConnectionState": { + "type": "object", + "properties": { + "status": { + "$ref": "#/definitions/PrivateEndpointServiceConnectionStatus", + "description": "Indicates whether the connection has been Approved/Rejected/Removed by the owner of the service." + }, + "description": { + "type": "string", + "description": "The reason for approval/rejection of the connection." + }, + "actionsRequired": { + "type": "string", + "description": "A message indicating if changes on the service provider require any updates on the consumer." + } + }, + "description": "A collection of information about the state of the connection between service consumer and provider." + }, + "PrivateEndpointServiceConnectionStatus": { + "type": "string", + "description": "The private endpoint connection status.", + "enum": [ + "Pending", + "Approved", + "Rejected", + "Disconnected", + "Timeout" + ], + "x-ms-enum": { + "name": "PrivateEndpointServiceConnectionStatus", + "modelAsString": true + } + }, + "PrivateEndpointConnectionProvisioningState": { + "type": "string", + "readOnly": true, + "description": "The current provisioning state.", + "enum": [ + "Succeeded", + "Creating", + "Deleting", + "Failed" + ], + "x-ms-enum": { + "name": "PrivateEndpointConnectionProvisioningState", + "modelAsString": true + } + }, + "PrivateLinkResourceListResult": { + "type": "object", + "properties": { + "value": { + "type": "array", + "description": "Array of private link resources", + "items": { + "$ref": "#/definitions/PrivateLinkResource" + } + } + }, + "description": "A list of private link resources" + }, + "PrivateLinkResource": { + "type": "object", + "properties": { + "properties": { + "$ref": "#/definitions/PrivateLinkResourceProperties", + "description": "Resource properties.", + "x-ms-client-flatten": true + }, + "identity": { + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity", + "description": "The identity of the resource." + }, + "location": { + "description": "Specifies the location of the resource.", + "type": "string" + }, + "tags": { + "description": "Contains resource tags defined as key/value pairs.", + "type": "object", + "additionalProperties": { + "type": "string" + } + }, + "sku": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku", + "description": "The sku of the workspace." + } + }, + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "description": "A private link resource" + }, + "PrivateLinkResourceProperties": { + "type": "object", + "properties": { + "groupId": { + "description": "The private link resource group id.", + "type": "string", + "readOnly": true + }, + "requiredMembers": { + "description": "The private link resource required member names.", + "type": "array", + "items": { + "type": "string" + }, + "readOnly": true + }, + "requiredZoneNames": { + "type": "array", + "items": { + "type": "string" + }, + "description": "The private link resource Private link DNS zone name." + } + }, + "description": "Properties of a private link resource." + }, + "SharedPrivateLinkResource": { + "type": "object", + "properties": { + "name": { + "description": "Unique name of the private link.", + "type": "string" + }, + "properties": { + "$ref": "#/definitions/SharedPrivateLinkResourceProperty", + "x-ms-client-flatten": true, + "description": "Resource properties." + } + } + }, + "SharedPrivateLinkResourceProperty": { + "type": "object", + "properties": { + "privateLinkResourceId": { + "description": "The resource id that private link links to.", + "type": "string" + }, + "groupId": { + "description": "The private link resource group id.", + "type": "string" + }, + "requestMessage": { + "description": "Request message.", + "type": "string" + }, + "status": { + "$ref": "#/definitions/PrivateEndpointServiceConnectionStatus", + "description": "Indicates whether the connection has been Approved/Rejected/Removed by the owner of the service." + } + }, + "description": "Properties of a shared private link resource." + }, + "EncryptionProperty": { + "properties": { + "status": { + "description": "Indicates whether or not the encryption is enabled for the workspace.", + "enum": [ + "Enabled", + "Disabled" + ], + "type": "string", + "x-ms-enum": { + "name": "EncryptionStatus", + "modelAsString": true + } + }, + "identity": { + "$ref": "#/definitions/IdentityForCmk", + "description": "The identity that will be used to access the key vault for encryption at rest." + }, + "keyVaultProperties": { + "$ref": "#/definitions/EncryptionKeyVaultProperties", + "description": "Customer Key vault properties." + } + }, + "required": [ + "status", + "keyVaultProperties" + ], + "type": "object" + }, + "EncryptionKeyVaultProperties": { + "properties": { + "keyVaultArmId": { + "description": "The ArmId of the keyVault where the customer owned encryption key is present.", + "type": "string" + }, + "keyIdentifier": { + "description": "Key vault uri to access the encryption key.", + "type": "string" + }, + "identityClientId": { + "description": "For future use - The client id of the identity which will be used to access key vault.", + "type": "string" + } + }, + "required": [ + "keyIdentifier", + "keyVaultArmId" + ], + "type": "object" + }, + "IdentityForCmk": { + "description": "Identity that will be used to access key vault for encryption at rest", + "type": "object", + "properties": { + "userAssignedIdentity": { + "description": "The ArmId of the user assigned identity that will be used to access the customer managed key vault", + "type": "string" + } + } + }, + "ComputeInstanceSshSettings": { + "type": "object", + "description": "Specifies policy and settings for SSH access.", + "properties": { + "sshPublicAccess": { + "type": "string", + "default": "Disabled", + "title": "Access policy for SSH", + "description": "State of the public SSH port. Possible values are: Disabled - Indicates that the public ssh port is closed on this instance. Enabled - Indicates that the public ssh port is open and accessible according to the VNet/subnet policy if applicable.", + "enum": [ + "Enabled", + "Disabled" + ], + "x-ms-enum": { + "name": "sshPublicAccess", + "modelAsString": true + } + }, + "adminUserName": { + "type": "string", + "readOnly": true, + "description": "Describes the admin user name." + }, + "sshPort": { + "type": "integer", + "format": "int32", + "readOnly": true, + "description": "Describes the port for connecting through SSH." + }, + "adminPublicKey": { + "type": "string", + "description": "Specifies the SSH rsa public key file as a string. Use \"ssh-keygen -t rsa -b 2048\" to generate your SSH key pairs." + } + } + }, + "ComputeInstanceState": { + "type": "string", + "description": "Current state of an ComputeInstance.", + "enum": [ + "Creating", + "CreateFailed", + "Deleting", + "Running", + "Restarting", + "JobRunning", + "SettingUp", + "SetupFailed", + "Starting", + "Stopped", + "Stopping", + "UserSettingUp", + "UserSetupFailed", + "Unknown", + "Unusable" + ], + "x-ms-enum": { + "name": "ComputeInstanceState", + "modelAsString": true + } + }, + "ComputeInstanceLastOperation": { + "type": "object", + "description": "The last operation on ComputeInstance.", + "properties": { + "operationName": { + "type": "string", + "description": "Name of the last operation.", + "enum": [ + "Create", + "Start", + "Stop", + "Restart", + "Reimage", + "Delete" + ], + "x-ms-enum": { + "name": "OperationName", + "modelAsString": true + } + }, + "operationTime": { + "type": "string", + "format": "date-time", + "description": "Time of the last operation." + }, + "operationStatus": { + "type": "string", + "description": "Operation status.", + "enum": [ + "InProgress", + "Succeeded", + "CreateFailed", + "StartFailed", + "StopFailed", + "RestartFailed", + "ReimageFailed", + "DeleteFailed" + ], + "x-ms-enum": { + "name": "OperationStatus", + "modelAsString": true + } + }, + "operationTrigger": { + "type": "string", + "description": "Trigger of operation.", + "enum": [ + "User", + "Schedule", + "IdleShutdown" + ], + "x-ms-enum": { + "name": "operationTrigger", + "modelAsString": true + } + } + } + }, + "ComputeInstanceVersion": { + "type": "object", + "description": "Version of computeInstance.", + "properties": { + "runtime": { + "type": "string", + "description": "Runtime of compute instance.", + "x-nullable": true + } + } + }, + "ComputeSchedules": { + "type": "object", + "description": "The list of schedules to be applied on the computes", + "properties": { + "computeStartStop": { + "type": "array", + "items": { + "$ref": "#/definitions/ComputeStartStopSchedule" + }, + "description": "The list of compute start stop schedules to be applied." + } + } + }, + "ComputeStartStopSchedule": { + "type": "object", + "description": "Compute start stop schedule properties", + "properties": { + "id": { + "description": "Schedule id.", + "readOnly": true, + "type": "string" + }, + "provisioningStatus": { + "type": "string", + "enum": [ + "Completed", + "Provisioning", + "Failed" + ], + "x-ms-enum": { + "name": "provisioningStatus", + "modelAsString": true + }, + "readOnly": true, + "description": "The current deployment state of schedule." + }, + "action": { + "$ref": "#/definitions/ComputePowerAction" + }, + "schedule": { + "$ref": "#/definitions/ScheduleBase" + } + } + }, + "ScheduleBase": { + "type": "object", + "properties": { + "id": { + "type": "string", + "x-nullable": true + }, + "provisioningStatus": { + "$ref": "#/definitions/ScheduleProvisioningState" + }, + "status": { + "$ref": "#/definitions/ScheduleStatus" + } + }, + "additionalProperties": false + }, + "ScheduleProvisioningState": { + "enum": [ + "Completed", + "Provisioning", + "Failed" + ], + "type": "string", + "x-ms-enum": { + "name": "ScheduleProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Completed" + }, + { + "value": "Provisioning" + }, + { + "value": "Failed" + } + ] + }, + "additionalProperties": false + }, + "ScheduleStatus": { + "enum": [ + "Enabled", + "Disabled" + ], + "type": "string", + "x-ms-enum": { + "name": "ScheduleStatus", + "modelAsString": true, + "values": [ + { + "value": "Enabled" + }, + { + "value": "Disabled" + } + ] + }, + "additionalProperties": false + }, + "ComputePowerAction": { + "type": "string", + "description": "The compute power action.", + "enum": [ + "Start", + "Stop" + ], + "x-ms-enum": { + "name": "ComputePowerAction", + "modelAsString": true + } + }, + "ComputeInstanceDataMount": { + "type": "object", + "description": "Defines an Aml Instance DataMount.", + "properties": { + "source": { + "type": "string", + "description": "Source of the ComputeInstance data mount." + }, + "sourceType": { + "description": "Data source type.", + "type": "string", + "enum": [ + "Dataset", + "Datastore", + "URI" + ], + "x-ms-enum": { + "name": "sourceType", + "modelAsString": true + } + }, + "mountName": { + "type": "string", + "description": "name of the ComputeInstance data mount." + }, + "mountAction": { + "description": "Mount Action.", + "type": "string", + "enum": [ + "Mount", + "Unmount" + ], + "x-ms-enum": { + "name": "mountAction", + "modelAsString": true + } + }, + "createdBy": { + "type": "string", + "description": "who this data mount created by." + }, + "mountPath": { + "type": "string", + "description": "Path of this data mount." + }, + "mountState": { + "description": "Mount state.", + "type": "string", + "enum": [ + "MountRequested", + "Mounted", + "MountFailed", + "UnmountRequested", + "UnmountFailed", + "Unmounted" + ], + "x-ms-enum": { + "name": "mountState", + "modelAsString": true + } + }, + "mountedOn": { + "type": "string", + "format": "date-time", + "title": "Mounted time.", + "description": "The time when the disk mounted." + }, + "error": { + "type": "string", + "description": "Error of this data mount." + } + } + }, + "ComputeInstanceDataDisk": { + "type": "object", + "description": "Defines an Aml Instance DataDisk.", + "properties": { + "caching": { + "description": "Caching type of Data Disk.", + "type": "string", + "enum": [ + "None", + "ReadOnly", + "ReadWrite" + ], + "x-ms-enum": { + "name": "caching", + "modelAsString": true + } + }, + "diskSizeGB": { + "type": "integer", + "format": "int32", + "title": "The initial disk size in gigabytes.", + "description": "The initial disk size in gigabytes." + }, + "lun": { + "type": "integer", + "format": "int32", + "title": "The logical unit number.", + "description": "The lun is used to uniquely identify each data disk. If attaching multiple disks, each should have a distinct lun." + }, + "storageAccountType": { + "description": "type of this storage account.", + "type": "string", + "default": "Standard_LRS", + "enum": [ + "Standard_LRS", + "Premium_LRS" + ], + "x-ms-enum": { + "name": "storageAccountType", + "modelAsString": true + } + } + } + }, + "ComputeInstanceContainer": { + "type": "object", + "description": "Defines an Aml Instance container.", + "properties": { + "name": { + "type": "string", + "description": "Name of the ComputeInstance container." + }, + "autosave": { + "description": "Auto save settings.", + "type": "string", + "enum": [ + "None", + "Local", + "Remote" + ], + "x-ms-enum": { + "name": "autosave", + "modelAsString": true + } + }, + "gpu": { + "type": "string", + "description": "Information of GPU." + }, + "network": { + "description": "network of this container.", + "type": "string", + "enum": [ + "Bridge", + "Host" + ], + "x-ms-enum": { + "name": "network", + "modelAsString": true + } + }, + "environment": { + "description": "Environment information of this container.", + "$ref": "#/definitions/ComputeInstanceEnvironmentInfo" + }, + "services": { + "type": "array", + "readOnly": true, + "description": "services of this containers.", + "items": { + "type": "object" + }, + "x-ms-identifiers": [] + } + } + }, + "ComputeInstanceEnvironmentInfo": { + "type": "object", + "description": "Environment information", + "properties": { + "name": { + "description": "name of environment.", + "type": "string" + }, + "version": { + "description": "version of environment.", + "type": "string" + } + } + }, + "ComputeInstanceApplication": { + "type": "object", + "description": "Defines an Aml Instance application and its connectivity endpoint URI.", + "properties": { + "displayName": { + "type": "string", + "description": "Name of the ComputeInstance application." + }, + "endpointUri": { + "type": "string", + "description": "Application' endpoint URI." + } + } + }, + "ComputeInstanceConnectivityEndpoints": { + "type": "object", + "readOnly": true, + "description": "Defines all connectivity endpoints and properties for an ComputeInstance.", + "properties": { + "publicIpAddress": { + "type": "string", + "readOnly": true, + "description": "Public IP Address of this ComputeInstance.", + "x-nullable": true + }, + "privateIpAddress": { + "type": "string", + "readOnly": true, + "description": "Private IP Address of this ComputeInstance (local to the VNET in which the compute instance is deployed).", + "x-nullable": true + } + } + }, + "ComputeInstanceCreatedBy": { + "type": "object", + "readOnly": true, + "description": "Describes information on user who created this ComputeInstance.", + "properties": { + "userName": { + "type": "string", + "readOnly": true, + "description": "Name of the user.", + "x-nullable": true + }, + "userOrgId": { + "type": "string", + "readOnly": true, + "description": "Uniquely identifies user' Azure Active Directory organization." + }, + "userId": { + "type": "string", + "readOnly": true, + "description": "Uniquely identifies the user within his/her organization.", + "x-nullable": true + } + } + }, + "PersonalComputeInstanceSettings": { + "type": "object", + "properties": { + "assignedUser": { + "$ref": "#/definitions/AssignedUser", + "title": "Assigned User.", + "description": "A user explicitly assigned to a personal compute instance." + } + }, + "description": "Settings for a personal compute instance." + }, + "AssignedUser": { + "type": "object", + "description": "A user that can be assigned to a compute instance.", + "properties": { + "objectId": { + "type": "string", + "description": "User’s AAD Object Id." + }, + "tenantId": { + "type": "string", + "description": "User’s AAD Tenant Id." + } + }, + "required": [ + "objectId", + "tenantId" + ] + }, + "ServiceManagedResourcesSettings": { + "type": "object", + "properties": { + "cosmosDb": { + "$ref": "#/definitions/CosmosDbSettings", + "description": "The settings for the service managed cosmosdb account." + } + } + }, + "CosmosDbSettings": { + "type": "object", + "properties": { + "collectionsThroughput": { + "type": "integer", + "format": "int32", + "description": "The throughput of the collections in cosmosdb database" + } + } + }, + "NotebookResourceInfo": { + "type": "object", + "properties": { + "fqdn": { + "type": "string" + }, + "resourceId": { + "type": "string", + "description": "the data plane resourceId that used to initialize notebook component" + }, + "notebookPreparationError": { + "$ref": "#/definitions/NotebookPreparationError", + "description": "The error that occurs when preparing notebook.", + "x-nullable": true + } + } + }, + "NotebookPreparationError": { + "type": "object", + "properties": { + "errorMessage": { + "type": "string" + }, + "statusCode": { + "format": "int32", + "type": "integer" + } + } + }, + "ListNotebookKeysResult": { + "type": "object", + "properties": { + "primaryAccessKey": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + }, + "secondaryAccessKey": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + } + } + }, + "ListStorageAccountKeysResult": { + "type": "object", + "properties": { + "userStorageKey": { + "readOnly": true, + "type": "string", + "x-ms-secret": true + } + } + }, + "ConnectionAuthType": { + "enum": [ + "PAT", + "ManagedIdentity", + "UsernamePassword", + "None", + "SAS" + ], + "type": "string", + "description": "Authentication type of the connection target", + "x-ms-enum": { + "name": "ConnectionAuthType", + "modelAsString": true + } + }, + "ConnectionCategory": { + "enum": [ + "PythonFeed", + "ContainerRegistry", + "Git" + ], + "type": "string", + "description": "Category of the connection", + "x-ms-enum": { + "name": "ConnectionCategory", + "modelAsString": true + } + }, + "WorkspaceConnectionUsernamePassword": { + "type": "object", + "properties": { + "username": { + "type": "string" + }, + "password": { + "type": "string" + } + }, + "additionalProperties": false + }, + "WorkspaceConnectionPersonalAccessToken": { + "type": "object", + "properties": { + "pat": { + "type": "string" + } + }, + "additionalProperties": false + }, + "PATAuthTypeWorkspaceConnectionProperties": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + ], + "properties": { + "credentials": { + "$ref": "#/definitions/WorkspaceConnectionPersonalAccessToken" + } + }, + "additionalProperties": false, + "x-ms-discriminator-value": "PAT" + }, + "WorkspaceConnectionSharedAccessSignature": { + "type": "object", + "properties": { + "sas": { + "type": "string" + } + }, + "additionalProperties": false + }, + "SASAuthTypeWorkspaceConnectionProperties": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + ], + "properties": { + "credentials": { + "$ref": "#/definitions/WorkspaceConnectionSharedAccessSignature" + } + }, + "additionalProperties": false, + "x-ms-discriminator-value": "SAS" + }, + "UsernamePasswordAuthTypeWorkspaceConnectionProperties": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + ], + "properties": { + "credentials": { + "$ref": "#/definitions/WorkspaceConnectionUsernamePassword" + } + }, + "additionalProperties": false, + "x-ms-discriminator-value": "UsernamePassword" + }, + "WorkspaceConnectionPropertiesV2": { + "required": [ + "authType" + ], + "type": "object", + "properties": { + "authType": { + "$ref": "#/definitions/ConnectionAuthType" + }, + "category": { + "$ref": "#/definitions/ConnectionCategory" + }, + "target": { + "type": "string" + }, + "value": { + "description": "Value details of the workspace connection.", + "type": "string" + }, + "valueFormat": { + "description": "format for the workspace connection value", + "type": "string", + "enum": [ + "JSON" + ], + "x-ms-enum": { + "name": "ValueFormat", + "modelAsString": true + } + } + }, + "additionalProperties": false, + "discriminator": "authType" + }, + "NoneAuthTypeWorkspaceConnectionProperties": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + ], + "additionalProperties": false, + "x-ms-discriminator-value": "None" + }, + "WorkspaceConnectionManagedIdentity": { + "type": "object", + "properties": { + "resourceId": { + "type": "string" + }, + "clientId": { + "type": "string" + } + }, + "additionalProperties": false + }, + "ManagedIdentityAuthTypeWorkspaceConnectionProperties": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + ], + "properties": { + "credentials": { + "$ref": "#/definitions/WorkspaceConnectionManagedIdentity" + } + }, + "additionalProperties": false, + "x-ms-discriminator-value": "ManagedIdentity" + }, + "WorkspaceConnectionPropertiesV2BasicResource": { + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2" + } + }, + "additionalProperties": false + }, + "WorkspaceConnectionPropertiesV2BasicResourceArmPaginatedResult": { + "type": "object", + "properties": { + "value": { + "type": "array", + "items": { + "$ref": "#/definitions/WorkspaceConnectionPropertiesV2BasicResource" + } + }, + "nextLink": { + "readOnly": true, + "type": "string" + } + }, + "additionalProperties": false + }, + "SetupScripts": { + "type": "object", + "description": "Details of customized scripts to execute for setting up the cluster.", + "properties": { + "scripts": { + "description": "Customized setup scripts", + "$ref": "#/definitions/ScriptsToExecute" + } + } + }, + "ScriptsToExecute": { + "type": "object", + "description": "Customized setup scripts", + "properties": { + "startupScript": { + "description": "Script that's run every time the machine starts.", + "$ref": "#/definitions/ScriptReference" + }, + "creationScript": { + "description": "Script that's run only once during provision of the compute.", + "$ref": "#/definitions/ScriptReference" + } + } + }, + "ScriptReference": { + "type": "object", + "description": "Script reference", + "properties": { + "scriptSource": { + "description": "The storage source of the script: inline, workspace.", + "type": "string" + }, + "scriptData": { + "description": "The location of scripts in the mounted volume.", + "type": "string" + }, + "scriptArguments": { + "description": "Optional command line arguments passed to the script to run.", + "type": "string" + }, + "timeout": { + "description": "Optional time period passed to timeout command.", + "type": "string" + } + } + }, + "AutoScaleProperties": { + "type": "object", + "description": "Auto scale properties", + "properties": { + "minNodeCount": { + "format": "int32", + "type": "integer" + }, + "enabled": { + "type": "boolean" + }, + "maxNodeCount": { + "format": "int32", + "type": "integer" + } + } + }, + "AutoPauseProperties": { + "type": "object", + "description": "Auto pause properties", + "properties": { + "delayInMinutes": { + "format": "int32", + "type": "integer" + }, + "enabled": { + "type": "boolean" + } + } + }, + "InstanceTypeSchema": { + "type": "object", + "description": "Instance type schema.", + "properties": { + "nodeSelector": { + "type": "object", + "description": "Node Selector", + "x-nullable": true, + "additionalProperties": { + "type": "string", + "x-nullable": true + } + }, + "resources": { + "type": "object", + "description": "Resource requests/limits for this instance type", + "properties": { + "requests": { + "description": "Resource requests for this instance type", + "$ref": "#/definitions/InstanceResourceSchema" + }, + "limits": { + "description": "Resource limits for this instance type", + "$ref": "#/definitions/InstanceResourceSchema" + } + } + } + } + }, + "InstanceResourceSchema": { + "type": "object", + "description": "Resource requests/limits for this instance type", + "additionalProperties": { + "type": "string" + } + }, + "FQDNEndpointDetail": { + "type": "object", + "properties": { + "port": { + "format": "int32", + "type": "integer" + } + } + }, + "FQDNEndpoint": { + "type": "object", + "properties": { + "domainName": { + "type": "string" + }, + "endpointDetails": { + "type": "array", + "items": { + "$ref": "#/definitions/FQDNEndpointDetail" + }, + "x-ms-identifiers": [ + "port" + ] + } + } + }, + "FQDNEndpointsProperties": { + "type": "object", + "properties": { + "category": { + "type": "string" + }, + "endpoints": { + "type": "array", + "items": { + "$ref": "#/definitions/FQDNEndpoint" + }, + "x-ms-identifiers": [ + "domainName" + ] + } + } + }, + "FQDNEndpoints": { + "type": "object", + "properties": { + "properties": { + "$ref": "#/definitions/FQDNEndpointsProperties" + } + } + }, + "ExternalFQDNResponse": { + "type": "object", + "properties": { + "value": { + "type": "array", + "items": { + "$ref": "#/definitions/FQDNEndpoints" + }, + "x-ms-identifiers": [ + "/properties/category" + ] + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json new file mode 100644 index 000000000000..926c62926ad0 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json @@ -0,0 +1,10065 @@ +{ + "swagger": "2.0", + "info": { + "title": "Azure Machine Learning Workspaces", + "version": "2022-05-01" + }, + "host": "management.azure.com", + "schemes": [ + "https" + ], + "paths": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints": { + "get": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Lists Batch inference endpoint in the workspace.", + "operationId": "BatchEndpoints_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "count", + "description": "Number of endpoints to be retrieved in a page of results.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}": { + "delete": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Delete Batch Inference Endpoint (asynchronous).", + "operationId": "BatchEndpoints_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Gets a batch inference endpoint by name.", + "operationId": "BatchEndpoints_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Name for the Batch Endpoint.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + } + }, + "x-ms-examples": { + "Get Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/get.json" + } + } + }, + "patch": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Update a batch inference endpoint (asynchronous).", + "operationId": "BatchEndpoints_Update", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Name for the Batch inference endpoint.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Mutable batch inference endpoint definition object.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialMinimalTrackedResourceWithIdentity" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Update Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/update.json" + } + }, + "x-ms-long-running-operation": true + }, + "put": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Creates a batch inference endpoint (asynchronous).", + "operationId": "BatchEndpoints_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Name for the Batch inference endpoint.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Batch inference endpoint definition object.", + "required": true, + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/deployments": { + "get": { + "tags": [ + "BatchDeployment" + ], + "summary": "Lists Batch inference deployments in the workspace.", + "operationId": "BatchDeployments_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Endpoint name", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Top of list.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Batch Deployment.": { + "$ref": "./examples/BatchDeployment/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/deployments/{deploymentName}": { + "delete": { + "tags": [ + "BatchDeployment" + ], + "summary": "Delete Batch Inference deployment (asynchronous).", + "operationId": "BatchDeployments_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Endpoint name", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference deployment identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Batch Deployment.": { + "$ref": "./examples/BatchDeployment/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "BatchDeployment" + ], + "summary": "Gets a batch inference deployment by id.", + "operationId": "BatchDeployments_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Endpoint name", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "The identifier for the Batch deployments.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + } + }, + "x-ms-examples": { + "Get Batch Deployment.": { + "$ref": "./examples/BatchDeployment/get.json" + } + } + }, + "patch": { + "tags": [ + "BatchDeployment" + ], + "summary": "Update a batch inference deployment (asynchronous).", + "operationId": "BatchDeployments_Update", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "The identifier for the Batch inference deployment.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Batch inference deployment definition object.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialBatchDeploymentPartialMinimalTrackedResourceWithProperties" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Update Batch Deployment.": { + "$ref": "./examples/BatchDeployment/update.json" + } + }, + "x-ms-long-running-operation": true + }, + "put": { + "tags": [ + "BatchDeployment" + ], + "summary": "Creates/updates a batch inference deployment (asynchronous).", + "operationId": "BatchDeployments_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "The identifier for the Batch inference deployment.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Batch inference deployment definition object.", + "required": true, + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Batch Deployment.": { + "$ref": "./examples/BatchDeployment/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/listkeys": { + "post": { + "tags": [ + "BatchEndpoint" + ], + "summary": "Lists batch Inference Endpoint keys.", + "operationId": "BatchEndpoints_ListKeys", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EndpointAuthKeys" + } + } + }, + "x-ms-examples": { + "ListKeys Batch Endpoint.": { + "$ref": "./examples/BatchEndpoint/listKeys.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/codes": { + "get": { + "tags": [ + "CodeContainer" + ], + "summary": "List containers.", + "operationId": "CodeContainers_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeContainerResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Code Container.": { + "$ref": "./examples/CodeContainer/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/codes/{name}": { + "delete": { + "tags": [ + "CodeContainer" + ], + "summary": "Delete container.", + "operationId": "CodeContainers_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Code Container.": { + "$ref": "./examples/CodeContainer/delete.json" + } + } + }, + "get": { + "tags": [ + "CodeContainer" + ], + "summary": "Get container.", + "operationId": "CodeContainers_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeContainerResource" + } + } + }, + "x-ms-examples": { + "Get Code Container.": { + "$ref": "./examples/CodeContainer/get.json" + } + } + }, + "put": { + "tags": [ + "CodeContainer" + ], + "summary": "Create or update container.", + "operationId": "CodeContainers_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Container entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/CodeContainerResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeContainerResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/CodeContainerResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Code Container.": { + "$ref": "./examples/CodeContainer/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/codes/{name}/versions": { + "get": { + "tags": [ + "CodeVersion" + ], + "summary": "List versions.", + "operationId": "CodeVersions_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Maximum number of records to return.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeVersionResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Code Version.": { + "$ref": "./examples/CodeVersion/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/codes/{name}/versions/{version}": { + "delete": { + "tags": [ + "CodeVersion" + ], + "summary": "Delete version.", + "operationId": "CodeVersions_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Code Version.": { + "$ref": "./examples/CodeVersion/delete.json" + } + } + }, + "get": { + "tags": [ + "CodeVersion" + ], + "summary": "Get version.", + "operationId": "CodeVersions_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeVersionResource" + } + } + }, + "x-ms-examples": { + "Get Code Version.": { + "$ref": "./examples/CodeVersion/get.json" + } + } + }, + "put": { + "tags": [ + "CodeVersion" + ], + "summary": "Create or update version.", + "operationId": "CodeVersions_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. 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This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Version entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/CodeVersionResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/CodeVersionResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/CodeVersionResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Code Version.": { + "$ref": "./examples/CodeVersion/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components": { + "get": { + "tags": [ + "ComponentContainer" + ], + "summary": "List component containers.", + "operationId": "ComponentContainers_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentContainerResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Component Container.": { + "$ref": "./examples/ComponentContainer/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}": { + "delete": { + "tags": [ + "ComponentContainer" + ], + "summary": "Delete container.", + "operationId": "ComponentContainers_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Component Container.": { + "$ref": "./examples/ComponentContainer/delete.json" + } + } + }, + "get": { + "tags": [ + "ComponentContainer" + ], + "summary": "Get container.", + "operationId": "ComponentContainers_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentContainerResource" + } + } + }, + "x-ms-examples": { + "Get Component Container.": { + "$ref": "./examples/ComponentContainer/get.json" + } + } + }, + "put": { + "tags": [ + "ComponentContainer" + ], + "summary": "Create or update container.", + "operationId": "ComponentContainers_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Container entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/ComponentContainerResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentContainerResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ComponentContainerResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Component Container.": { + "$ref": "./examples/ComponentContainer/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions": { + "get": { + "tags": [ + "ComponentVersion" + ], + "summary": "List component versions.", + "operationId": "ComponentVersions_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Component name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Maximum number of records to return.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentVersionResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Component Version.": { + "$ref": "./examples/ComponentVersion/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/components/{name}/versions/{version}": { + "delete": { + "tags": [ + "ComponentVersion" + ], + "summary": "Delete version.", + "operationId": "ComponentVersions_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Component Version.": { + "$ref": "./examples/ComponentVersion/delete.json" + } + } + }, + "get": { + "tags": [ + "ComponentVersion" + ], + "summary": "Get version.", + "operationId": "ComponentVersions_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentVersionResource" + } + } + }, + "x-ms-examples": { + "Get Component Version.": { + "$ref": "./examples/ComponentVersion/get.json" + } + } + }, + "put": { + "tags": [ + "ComponentVersion" + ], + "summary": "Create or update version.", + "operationId": "ComponentVersions_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Version entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/ComponentVersionResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ComponentVersionResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ComponentVersionResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Component Version.": { + "$ref": "./examples/ComponentVersion/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/data": { + "get": { + "tags": [ + "DataContainer" + ], + "summary": "List data containers.", + "operationId": "DataContainers_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataContainerResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Data Container.": { + "$ref": "./examples/DataContainer/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/data/{name}": { + "delete": { + "tags": [ + "DataContainer" + ], + "summary": "Delete container.", + "operationId": "DataContainers_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Data Container.": { + "$ref": "./examples/DataContainer/delete.json" + } + } + }, + "get": { + "tags": [ + "DataContainer" + ], + "summary": "Get container.", + "operationId": "DataContainers_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataContainerResource" + } + } + }, + "x-ms-examples": { + "Get Data Container.": { + "$ref": "./examples/DataContainer/get.json" + } + } + }, + "put": { + "tags": [ + "DataContainer" + ], + "summary": "Create or update container.", + "operationId": "DataContainers_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Container entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/DataContainerResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataContainerResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/DataContainerResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Data Container.": { + "$ref": "./examples/DataContainer/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/data/{name}/versions": { + "get": { + "tags": [ + "DataVersion" + ], + "summary": "List data versions in the data container", + "operationId": "DataVersions_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Data container's name", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Please choose OrderBy value from ['createdtime', 'modifiedtime']", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Top count of results, top count cannot be greater than the page size.\r\n If topCount > page size, results with be default page size count will be returned", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "$tags", + "description": "Comma-separated list of tag names (and optionally values). Example: tag1,tag2=value2", + "type": "string" + }, + { + "in": "query", + "name": "listViewType", + "description": "[ListViewType.ActiveOnly, ListViewType.ArchivedOnly, ListViewType.All]View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataVersionBaseResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Data Version Base.": { + "$ref": "./examples/DataVersionBase/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/data/{name}/versions/{version}": { + "delete": { + "tags": [ + "DataVersion" + ], + "summary": "Delete version.", + "operationId": "DataVersions_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Data Version Base.": { + "$ref": "./examples/DataVersionBase/delete.json" + } + } + }, + "get": { + "tags": [ + "DataVersion" + ], + "summary": "Get version.", + "operationId": "DataVersions_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataVersionBaseResource" + } + } + }, + "x-ms-examples": { + "Get Data Version Base.": { + "$ref": "./examples/DataVersionBase/get.json" + } + } + }, + "put": { + "tags": [ + "DataVersion" + ], + "summary": "Create or update version.", + "operationId": "DataVersions_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Version entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/DataVersionBaseResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DataVersionBaseResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/DataVersionBaseResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Data Version Base.": { + "$ref": "./examples/DataVersionBase/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/datastores": { + "get": { + "tags": [ + "Datastore" + ], + "summary": "List datastores.", + "operationId": "Datastores_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "count", + "description": "Maximum number of results to return.", + "type": "integer", + "format": "int32", + "default": 30 + }, + { + "in": "query", + "name": "isDefault", + "description": "Filter down to the workspace default datastore.", + "type": "boolean" + }, + { + "in": "query", + "name": "names", + "description": "Names of datastores to return.", + "type": "array", + "items": { + "type": "string" + } + }, + { + "in": "query", + "name": "searchText", + "description": "Text to search for in the datastore names.", + "type": "string" + }, + { + "in": "query", + "name": "orderBy", + "description": "Order by property (createdtime | modifiedtime | name).", + "type": "string" + }, + { + "in": "query", + "name": "orderByAsc", + "description": "Order by property in ascending order.", + "type": "boolean", + "default": false + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DatastoreResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List datastores.": { + "$ref": "./examples/Datastore/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/datastores/{name}": { + "delete": { + "tags": [ + "Datastore" + ], + "summary": "Delete datastore.", + "operationId": "Datastores_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Datastore name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete datastore.": { + "$ref": "./examples/Datastore/delete.json" + } + } + }, + "get": { + "tags": [ + "Datastore" + ], + "summary": "Get datastore.", + "operationId": "Datastores_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Datastore name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DatastoreResource" + } + } + }, + "x-ms-examples": { + "Get datastore.": { + "$ref": "./examples/Datastore/get.json" + } + } + }, + "put": { + "tags": [ + "Datastore" + ], + "summary": "Create or update datastore.", + "operationId": "Datastores_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Datastore name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "skipValidation", + "description": "Flag to skip validation.", + "type": "boolean", + "default": false + }, + { + "in": "body", + "name": "body", + "description": "Datastore entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/DatastoreResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DatastoreResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/DatastoreResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate datastore (AzureBlob w/ AccountKey).": { + "$ref": "./examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json" + }, + "CreateOrUpdate datastore (Azure Data Lake Gen1 w/ ServicePrincipal).": { + "$ref": "./examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json" + }, + "CreateOrUpdate datastore (Azure Data Lake Gen2 w/ Service Principal).": { + "$ref": "./examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json" + }, + "CreateOrUpdate datastore (Azure File store w/ AccountKey).": { + "$ref": "./examples/Datastore/AzureFileWAccountKey/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/datastores/{name}/listSecrets": { + "post": { + "tags": [ + "Datastore" + ], + "summary": "Get datastore secrets.", + "operationId": "Datastores_ListSecrets", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Datastore name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "description": "Base definition for datastore secrets.", + "$ref": "#/definitions/DatastoreSecrets" + } + } + }, + "x-ms-examples": { + "Get datastore secrets.": { + "$ref": "./examples/Datastore/listSecrets.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/environments": { + "get": { + "tags": [ + "EnvironmentContainer" + ], + "summary": "List environment containers.", + "operationId": "EnvironmentContainers_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentContainerResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Environment Container.": { + "$ref": "./examples/EnvironmentContainer/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/environments/{name}": { + "delete": { + "tags": [ + "EnvironmentContainer" + ], + "summary": "Delete container.", + "operationId": "EnvironmentContainers_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Environment Container.": { + "$ref": "./examples/EnvironmentContainer/delete.json" + } + } + }, + "get": { + "tags": [ + "EnvironmentContainer" + ], + "summary": "Get container.", + "operationId": "EnvironmentContainers_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentContainerResource" + } + } + }, + "x-ms-examples": { + "Get Environment Container.": { + "$ref": "./examples/EnvironmentContainer/get.json" + } + } + }, + "put": { + "tags": [ + "EnvironmentContainer" + ], + "summary": "Create or update container.", + "operationId": "EnvironmentContainers_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Container entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/EnvironmentContainerResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentContainerResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/EnvironmentContainerResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Environment Container.": { + "$ref": "./examples/EnvironmentContainer/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/environments/{name}/versions": { + "get": { + "tags": [ + "EnvironmentVersion" + ], + "summary": "List versions.", + "operationId": "EnvironmentVersions_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Maximum number of records to return.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentVersionResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Environment Version.": { + "$ref": "./examples/EnvironmentVersion/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/environments/{name}/versions/{version}": { + "delete": { + "tags": [ + "EnvironmentVersion" + ], + "summary": "Delete version.", + "operationId": "EnvironmentVersions_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Environment Version.": { + "$ref": "./examples/EnvironmentVersion/delete.json" + } + } + }, + "get": { + "tags": [ + "EnvironmentVersion" + ], + "summary": "Get version.", + "operationId": "EnvironmentVersions_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + } + }, + "x-ms-examples": { + "Get Environment Version.": { + "$ref": "./examples/EnvironmentVersion/get.json" + } + } + }, + "put": { + "tags": [ + "EnvironmentVersion" + ], + "summary": "Creates or updates an EnvironmentVersion.", + "operationId": "EnvironmentVersions_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Name of EnvironmentVersion. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "version", + "description": "Version of EnvironmentVersion.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Definition of EnvironmentVersion.", + "required": true, + "schema": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Environment Version.": { + "$ref": "./examples/EnvironmentVersion/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/jobs": { + "get": { + "tags": [ + "Job" + ], + "summary": "Lists Jobs in the workspace.", + "operationId": "Jobs_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "jobType", + "description": "Type of job to be returned.", + "type": "string" + }, + { + "in": "query", + "name": "tag", + "description": "Jobs returned will have this tag key.", + "type": "string" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/JobBaseResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Command Job.": { + "$ref": "./examples/Job/CommandJob/list.json" + }, + "List Sweep Job.": { + "$ref": "./examples/Job/SweepJob/list.json" + }, + "List Pipeline Job.": { + "$ref": "./examples/Job/PipelineJob/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/jobs/{id}": { + "delete": { + "tags": [ + "Job" + ], + "summary": "Deletes a Job (asynchronous).", + "operationId": "Jobs_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "id", + "description": "The name and identifier for the Job. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Job.": { + "$ref": "./examples/Job/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "Job" + ], + "summary": "Gets a Job by name/id.", + "operationId": "Jobs_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "id", + "description": "The name and identifier for the Job. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/JobBaseResource" + } + } + }, + "x-ms-examples": { + "Get Command Job.": { + "$ref": "./examples/Job/CommandJob/get.json" + }, + "Get Sweep Job.": { + "$ref": "./examples/Job/SweepJob/get.json" + }, + "Get Pipeline Job.": { + "$ref": "./examples/Job/PipelineJob/get.json" + } + } + }, + "put": { + "tags": [ + "Job" + ], + "summary": "Creates and executes a Job.", + "operationId": "Jobs_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "id", + "description": "The name and identifier for the Job. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Job definition object.", + "required": true, + "schema": { + "$ref": "#/definitions/JobBaseResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/JobBaseResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/JobBaseResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Command Job.": { + "$ref": "./examples/Job/CommandJob/createOrUpdate.json" + }, + "CreateOrUpdate Sweep Job.": { + "$ref": "./examples/Job/SweepJob/createOrUpdate.json" + }, + "CreateOrUpdate Pipeline Job.": { + "$ref": "./examples/Job/PipelineJob/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/jobs/{id}/cancel": { + "post": { + "tags": [ + "Job" + ], + "summary": "Cancels a Job (asynchronous).", + "operationId": "Jobs_Cancel", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "id", + "description": "The name and identifier for the Job. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "202": { + "description": "Accepted", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "200": { + "description": "Success" + } + }, + "x-ms-examples": { + "Cancel Job.": { + "$ref": "./examples/Job/cancel.json" + } + }, + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models": { + "get": { + "tags": [ + "ModelContainer" + ], + "summary": "List model containers.", + "operationId": "ModelContainers_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "count", + "description": "Maximum number of results to return.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelContainerResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Model Container.": { + "$ref": "./examples/ModelContainer/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}": { + "delete": { + "tags": [ + "ModelContainer" + ], + "summary": "Delete container.", + "operationId": "ModelContainers_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Model Container.": { + "$ref": "./examples/ModelContainer/delete.json" + } + } + }, + "get": { + "tags": [ + "ModelContainer" + ], + "summary": "Get container.", + "operationId": "ModelContainers_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelContainerResource" + } + } + }, + "x-ms-examples": { + "Get Model Container.": { + "$ref": "./examples/ModelContainer/get.json" + } + } + }, + "put": { + "tags": [ + "ModelContainer" + ], + "summary": "Create or update container.", + "operationId": "ModelContainers_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Container entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/ModelContainerResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelContainerResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ModelContainerResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Model Container.": { + "$ref": "./examples/ModelContainer/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions": { + "get": { + "tags": [ + "ModelVersion" + ], + "summary": "List model versions.", + "operationId": "ModelVersions_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Model name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Maximum number of records to return.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "version", + "description": "Model version.", + "type": "string" + }, + { + "in": "query", + "name": "description", + "description": "Model description.", + "type": "string" + }, + { + "in": "query", + "name": "offset", + "description": "Number of initial results to skip.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "tags", + "description": "Comma-separated list of tag names (and optionally values). Example: tag1,tag2=value2", + "type": "string" + }, + { + "in": "query", + "name": "properties", + "description": "Comma-separated list of property names (and optionally values). Example: prop1,prop2=value2", + "type": "string" + }, + { + "in": "query", + "name": "feed", + "description": "Name of the feed.", + "type": "string" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelVersionResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Model Version.": { + "$ref": "./examples/ModelVersion/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions/{version}": { + "delete": { + "tags": [ + "ModelVersion" + ], + "summary": "Delete version.", + "operationId": "ModelVersions_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Model Version.": { + "$ref": "./examples/ModelVersion/delete.json" + } + } + }, + "get": { + "tags": [ + "ModelVersion" + ], + "summary": "Get version.", + "operationId": "ModelVersions_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelVersionResource" + } + } + }, + "x-ms-examples": { + "Get Model Version.": { + "$ref": "./examples/ModelVersion/get.json" + } + } + }, + "put": { + "tags": [ + "ModelVersion" + ], + "summary": "Create or update version.", + "operationId": "ModelVersions_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Container name. This is case-sensitive.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Version entity to create or update.", + "required": true, + "schema": { + "$ref": "#/definitions/ModelVersionResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ModelVersionResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ModelVersionResource" + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Model Version.": { + "$ref": "./examples/ModelVersion/createOrUpdate.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints": { + "get": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "List Online Endpoints.", + "operationId": "OnlineEndpoints_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "name", + "description": "Name of the endpoint.", + "type": "string" + }, + { + "in": "query", + "name": "count", + "description": "Number of endpoints to be retrieved in a page of results.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "computeType", + "description": "EndpointComputeType to be filtered by.", + "type": "string", + "enum": [ + "Managed", + "Kubernetes", + "AzureMLCompute" + ], + "x-ms-enum": { + "name": "EndpointComputeType", + "modelAsString": true + } + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, + { + "in": "query", + "name": "tags", + "description": "A set of tags with which to filter the returned models. It is a comma separated string of tags key or tags key=value. Example: tagKey1,tagKey2,tagKey3=value3 .", + "type": "string" + }, + { + "in": "query", + "name": "properties", + "description": "A set of properties with which to filter the returned models. It is a comma separated string of properties key and/or properties key=value Example: propKey1,propKey2,propKey3=value3 .", + "type": "string" + }, + { + "in": "query", + "name": "orderBy", + "description": "The option to order the response.", + "type": "string", + "enum": [ + "CreatedAtDesc", + "CreatedAtAsc", + "UpdatedAtDesc", + "UpdatedAtAsc" + ], + "x-ms-enum": { + "name": "OrderString", + "modelAsString": true + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}": { + "delete": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Delete Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "204": { + "description": "No Content" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "200": { + "description": "Success" + } + }, + "x-ms-examples": { + "Delete Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Get Online Endpoint.", + "operationId": "OnlineEndpoints_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + } + }, + "x-ms-examples": { + "Get Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/get.json" + } + } + }, + "patch": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Update Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_Update", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Online Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialMinimalTrackedResourceWithIdentity" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Update Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/update.json" + } + }, + "x-ms-long-running-operation": true + }, + "put": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Create or update Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Online Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments": { + "get": { + "tags": [ + "OnlineDeployment" + ], + "summary": "List Inference Endpoint Deployments.", + "operationId": "OnlineDeployments_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Top of list.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Online Deployments.": { + "$ref": "./examples/OnlineDeployment/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}": { + "delete": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Delete Inference Endpoint Deployment (asynchronous).", + "operationId": "OnlineDeployments_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Delete Online Deployment.": { + "$ref": "./examples/OnlineDeployment/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Get Inference Deployment Deployment.", + "operationId": "OnlineDeployments_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + } + }, + "x-ms-examples": { + "Get Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/get.json" + }, + "Get Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/get.json" + } + } + }, + "patch": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Update Online Deployment (asynchronous).", + "operationId": "OnlineDeployments_Update", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Online Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialMinimalTrackedResourceWithSku" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Update Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/update.json" + }, + "Update Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/update.json" + } + }, + "x-ms-long-running-operation": true + }, + "put": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Create or update Inference Endpoint Deployment (asynchronous).", + "operationId": "OnlineDeployments_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Inference Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json" + }, + "CreateOrUpdate Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/getLogs": { + "post": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Polls an Endpoint operation.", + "operationId": "OnlineDeployments_GetLogs", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "The name and identifier for the endpoint.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "The request containing parameters for retrieving logs.", + "required": true, + "schema": { + "$ref": "#/definitions/DeploymentLogsRequest" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DeploymentLogs" + } + } + }, + "x-ms-examples": { + "Get Online Deployment Logs.": { + "$ref": "./examples/OnlineDeployment/getLogs.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/skus": { + "get": { + "tags": [ + "OnlineDeployment" + ], + "summary": "List Inference Endpoint Deployment Skus.", + "operationId": "OnlineDeployments_ListSkus", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "count", + "description": "Number of Skus to be retrieved in a page of results.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/SkuResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Managed Online Deployment Skus.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json" + }, + "List Kubernetes Online Deployment Skus.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/listKeys": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "List EndpointAuthKeys for an Endpoint using Key-based authentication.", + "operationId": "OnlineEndpoints_ListKeys", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EndpointAuthKeys" + } + } + }, + "x-ms-examples": { + "ListKeys Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/listKeys.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/regenerateKeys": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Regenerate EndpointAuthKeys for an Endpoint using Key-based authentication (asynchronous).", + "operationId": "OnlineEndpoints_RegenerateKeys", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "RegenerateKeys request .", + "required": true, + "schema": { + "$ref": "#/definitions/RegenerateEndpointKeysRequest" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "202": { + "description": "Accepted", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "RegenerateKeys Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/regenerateKeys.json" + } + }, + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/token": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Retrieve a valid AAD token for an Endpoint using AMLToken-based authentication.", + "operationId": "OnlineEndpoints_GetToken", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EndpointAuthToken" + } + } + }, + "x-ms-examples": { + "GetToken Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/getToken.json" + } + } + } + } + }, + "definitions": { + "AccountKeyDatastoreCredentials": { + "description": "Account key datastore credentials configuration.", + "required": [ + "secrets" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "secrets": { + "description": "[Required] Storage account secrets.", + "$ref": "#/definitions/AccountKeyDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + } + }, + "x-ms-discriminator-value": "AccountKey", + "additionalProperties": false + }, + "AccountKeyDatastoreSecrets": { + "description": "Datastore account key secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "key": { + "description": "Storage account key.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "AccountKey", + "additionalProperties": false + }, + "AmlToken": { + "description": "AML Token identity configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/IdentityConfiguration" + } + ], + "x-ms-discriminator-value": "AMLToken", + "additionalProperties": false + }, + "AssetBase": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "isAnonymous": { + "description": "If the name version are system generated (anonymous registration).", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "additionalProperties": false + }, + "AssetContainer": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + }, + "latestVersion": { + "description": "The latest version inside this container.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "nextVersion": { + "description": "The next auto incremental version", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "AssetJobInput": { + "description": "Asset input type.", + "required": [ + "uri" + ], + "type": "object", + "properties": { + "mode": { + "description": "Input Asset Delivery Mode.", + "default": "ReadOnlyMount", + "$ref": "#/definitions/InputDeliveryMode", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "uri": { + "description": "[Required] Input Asset URI.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "additionalProperties": false + }, + "AssetJobOutput": { + "description": "Asset output type.", + "type": "object", + "properties": { + "mode": { + "description": "Output Asset Delivery Mode.", + "default": "ReadWriteMount", + "$ref": "#/definitions/OutputDeliveryMode", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "uri": { + "description": "Output Asset URI.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "AssetReferenceBase": { + "description": "Base definition for asset references.", + "required": [ + "referenceType" + ], + "type": "object", + "properties": { + "referenceType": { + "description": "[Required] Specifies the type of asset reference.", + "$ref": "#/definitions/ReferenceType" + } + }, + "discriminator": "referenceType" + }, + "AzureBlobDatastore": { + "description": "Azure Blob datastore configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "Storage account name.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "containerName": { + "description": "Storage account container name.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureBlob", + "additionalProperties": false + }, + "AzureDataLakeGen1Datastore": { + "description": "Azure Data Lake Gen1 datastore configuration.", + "required": [ + "storeName" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "storeName": { + "description": "[Required] Azure Data Lake store name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureDataLakeGen1", + "additionalProperties": false + }, + "AzureDataLakeGen2Datastore": { + "description": "Azure Data Lake Gen2 datastore configuration.", + "required": [ + "accountName", + "filesystem" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "[Required] Storage account name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "filesystem": { + "description": "[Required] The name of the Data Lake Gen2 filesystem.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureDataLakeGen2", + "additionalProperties": false + }, + "AzureFileDatastore": { + "description": "Azure File datastore configuration.", + "required": [ + "accountName", + "fileShareName" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "[Required] Storage account name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "fileShareName": { + "description": "[Required] The name of the Azure file share that the datastore points to.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureFile", + "additionalProperties": false + }, + "BanditPolicy": { + "description": "Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EarlyTerminationPolicy" + } + ], + "properties": { + "slackAmount": { + "format": "float", + "description": "Absolute distance allowed from the best performing run.", + "default": 0, + "type": "number" + }, + "slackFactor": { + "format": "float", + "description": "Ratio of the allowed distance from the best performing run.", + "default": 0, + "type": "number" + } + }, + "x-ms-discriminator-value": "Bandit", + "additionalProperties": false + }, + "BatchDeployment": { + "description": "Batch inference settings per deployment.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointDeploymentPropertiesBase" + } + ], + "properties": { + "compute": { + "description": "Compute target for batch inference operation.", + "type": "string", + "x-nullable": true + }, + "errorThreshold": { + "format": "int32", + "description": "Error threshold, if the error count for the entire input goes above this value,\r\nthe batch inference will be aborted. Range is [-1, int.MaxValue].\r\nFor FileDataset, this value is the count of file failures.\r\nFor TabularDataset, this value is the count of record failures.\r\nIf set to -1 (the lower bound), all failures during batch inference will be ignored.", + "default": -1, + "type": "integer" + }, + "loggingLevel": { + "description": "Logging level for batch inference operation.", + "default": "Info", + "$ref": "#/definitions/BatchLoggingLevel" + }, + "maxConcurrencyPerInstance": { + "format": "int32", + "description": "Indicates maximum number of parallelism per instance.", + "default": 1, + "type": "integer" + }, + "miniBatchSize": { + "format": "int64", + "description": "Size of the mini-batch passed to each batch invocation.\r\nFor FileDataset, this is the number of files per mini-batch.\r\nFor TabularDataset, this is the size of the records in bytes, per mini-batch.", + "default": 10, + "type": "integer" + }, + "model": { + "description": "Reference to the model asset for the endpoint deployment.", + "$ref": "#/definitions/AssetReferenceBase", + "x-nullable": true + }, + "outputAction": { + "description": "Indicates how the output will be organized.", + "default": "AppendRow", + "$ref": "#/definitions/BatchOutputAction" + }, + "outputFileName": { + "description": "Customized output file name for append_row output action.", + "default": "predictions.csv", + "type": "string" + }, + "provisioningState": { + "description": "Provisioning state for the endpoint deployment.", + "$ref": "#/definitions/DeploymentProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "resources": { + "description": "Indicates compute configuration for the job.\r\nIf not provided, will default to the defaults defined in ResourceConfiguration.", + "$ref": "#/definitions/ResourceConfiguration", + "x-nullable": true + }, + "retrySettings": { + "description": "Retry Settings for the batch inference operation.\r\nIf not provided, will default to the defaults defined in BatchRetrySettings.", + "$ref": "#/definitions/BatchRetrySettings", + "x-nullable": true + } + }, + "x-ms-client-name": "BatchDeploymentProperties", + "additionalProperties": false + }, + "BatchDeploymentTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/BatchDeployment" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "BatchDeployment", + "additionalProperties": false + }, + "BatchDeploymentTrackedResourceArmPaginatedResult": { + "description": "A paginated list of BatchDeployment entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of BatchDeployment objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type BatchDeployment.", + "type": "array", + "items": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + } + }, + "additionalProperties": false + }, + "BatchEndpoint": { + "description": "Batch endpoint configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointPropertiesBase" + } + ], + "properties": { + "defaults": { + "description": "Default values for Batch Endpoint", + "$ref": "#/definitions/BatchEndpointDefaults", + "x-nullable": true + }, + "provisioningState": { + "description": "Provisioning state for the endpoint.", + "$ref": "#/definitions/EndpointProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + } + }, + "x-ms-client-name": "BatchEndpointProperties", + "additionalProperties": false + }, + "BatchEndpointDefaults": { + "description": "Batch endpoint default values", + "type": "object", + "properties": { + "deploymentName": { + "description": "Name of the deployment that will be default for the endpoint.\r\nThis deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "BatchEndpointTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/BatchEndpoint" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "BatchEndpoint", + "additionalProperties": false + }, + "BatchEndpointTrackedResourceArmPaginatedResult": { + "description": "A paginated list of BatchEndpoint entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of BatchEndpoint objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type BatchEndpoint.", + "type": "array", + "items": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + } + }, + "additionalProperties": false + }, + "BatchLoggingLevel": { + "description": "Log verbosity for batch inferencing.\r\nIncreasing verbosity order for logging is : Warning, Info and Debug.\r\nThe default value is Info.", + "enum": [ + "Info", + "Warning", + "Debug" + ], + "type": "string", + "x-ms-enum": { + "name": "BatchLoggingLevel", + "modelAsString": true, + "values": [ + { + "value": "Info" + }, + { + "value": "Warning" + }, + { + "value": "Debug" + } + ] + }, + "additionalProperties": false + }, + "BatchOutputAction": { + "description": "Enum to determine how batch inferencing will handle output", + "enum": [ + "SummaryOnly", + "AppendRow" + ], + "type": "string", + "x-ms-enum": { + "name": "BatchOutputAction", + "modelAsString": true, + "values": [ + { + "value": "SummaryOnly" + }, + { + "value": "AppendRow" + } + ] + }, + "additionalProperties": false + }, + "BatchRetrySettings": { + "description": "Retry settings for a batch inference operation.", + "type": "object", + "properties": { + "maxRetries": { + "format": "int32", + "description": "Maximum retry count for a mini-batch", + "default": 3, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "Invocation timeout for a mini-batch, in ISO 8601 format.", + "default": "PT30S", + "type": "string" + } + }, + "additionalProperties": false + }, + "BayesianSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that generates values based on previous values", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/SamplingAlgorithm" + } + ], + "x-ms-discriminator-value": "Bayesian", + "additionalProperties": false + }, + "BuildContext": { + "description": "Configuration settings for Docker build context", + "required": [ + "contextUri" + ], + "type": "object", + "properties": { + "contextUri": { + "description": "[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs.\r\n", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "example": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "dockerfilePath": { + "description": "Path to the Dockerfile in the build context.\r\n", + "default": "Dockerfile", + "type": "string", + "example": "prod/Dockerfile", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "CertificateDatastoreCredentials": { + "description": "Certificate datastore credentials configuration.", + "required": [ + "clientId", + "secrets", + "tenantId", + "thumbprint" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "authorityUrl": { + "description": "Authority URL used for authentication.", + "type": "string", + "x-nullable": true + }, + "clientId": { + "format": "uuid", + "description": "[Required] Service principal client ID.", + "type": "string" + }, + "resourceUrl": { + "description": "Resource the service principal has access to.", + "type": "string", + "x-nullable": true + }, + "secrets": { + "description": "[Required] Service principal secrets.", + "$ref": "#/definitions/CertificateDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + }, + "tenantId": { + "format": "uuid", + "description": "[Required] ID of the tenant to which the service principal belongs.", + "type": "string" + }, + "thumbprint": { + "description": "[Required] Thumbprint of the certificate used for authentication.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "x-ms-discriminator-value": "Certificate", + "additionalProperties": false + }, + "CertificateDatastoreSecrets": { + "description": "Datastore certificate secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "certificate": { + "description": "Service principal certificate.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Certificate", + "additionalProperties": false + }, + "CodeConfiguration": { + "description": "Configuration for a scoring code asset.", + "required": [ + "scoringScript" + ], + "type": "object", + "properties": { + "codeId": { + "description": "ARM resource ID of the code asset.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "scoringScript": { + "description": "[Required] The script to execute on startup. eg. \"score.py\"", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "CodeContainer": { + "description": "Container for code asset versions.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "CodeContainerProperties", + "additionalProperties": false + }, + "CodeContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/CodeContainer" + } + }, + "x-ms-client-name": "CodeContainer", + "additionalProperties": false + }, + "CodeContainerResourceArmPaginatedResult": { + "description": "A paginated list of CodeContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of CodeContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type CodeContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/CodeContainerResource" + } + } + }, + "additionalProperties": false + }, + "CodeVersion": { + "description": "Code asset version details.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "codeUri": { + "description": "Uri where code is located", + "type": "string", + "example": "https://blobStorage/folderName", + "x-nullable": true + } + }, + "x-ms-client-name": "CodeVersionProperties", + "additionalProperties": false + }, + "CodeVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/CodeVersion" + } + }, + "x-ms-client-name": "CodeVersion", + "additionalProperties": false + }, + "CodeVersionResourceArmPaginatedResult": { + "description": "A paginated list of CodeVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of CodeVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type CodeVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/CodeVersionResource" + } + } + }, + "additionalProperties": false + }, + "CommandJob": { + "description": "Command job definition.", + "required": [ + "command", + "environmentId" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], + "properties": { + "codeId": { + "description": "ARM resource ID of the code asset.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "command": { + "description": "[Required] The command to execute on startup of the job. eg. \"python train.py\"", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "distribution": { + "description": "Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.", + "$ref": "#/definitions/DistributionConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "environmentId": { + "description": "[Required] The ARM resource ID of the Environment specification for the job.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "environmentVariables": { + "description": "Environment variables included in the job.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "inputs": { + "description": "Mapping of input data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "limits": { + "description": "Command Job limit.", + "$ref": "#/definitions/CommandJobLimits", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "outputs": { + "description": "Mapping of output data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "parameters": { + "description": "Input parameters.", + "type": "object", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "resources": { + "description": "Compute Resource configuration for the job.", + "default": "{}", + "$ref": "#/definitions/ResourceConfiguration", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "Command", + "additionalProperties": false + }, + "CommandJobLimits": { + "description": "Command Job limit class.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobLimits" + } + ], + "x-ms-discriminator-value": "Command", + "additionalProperties": false + }, + "ComponentContainer": { + "description": "Component container definition.\r\n", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "ComponentContainerProperties", + "additionalProperties": false + }, + "ComponentContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ComponentContainer" + } + }, + "x-ms-client-name": "ComponentContainer", + "additionalProperties": false + }, + "ComponentContainerResourceArmPaginatedResult": { + "description": "A paginated list of ComponentContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ComponentContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ComponentContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/ComponentContainerResource" + } + } + }, + "additionalProperties": false + }, + "ComponentVersion": { + "description": "Definition of a component version: defines resources that span component types.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "componentSpec": { + "description": "Defines Component definition details.\r\n", + "type": "object", + "example": { + "name": "Hello_Python_World", + "display_name": "Hello_Python_World", + "version": 1, + "type": "command", + "code": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/mycode/versions/1", + "environment": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/AzureML-Tutorial/versions/1", + "command": "python hello.py" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-client-name": "ComponentVersionProperties", + "additionalProperties": false + }, + "ComponentVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ComponentVersion" + } + }, + "x-ms-client-name": "ComponentVersion", + "additionalProperties": false + }, + "ComponentVersionResourceArmPaginatedResult": { + "description": "A paginated list of ComponentVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ComponentVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ComponentVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/ComponentVersionResource" + } + } + }, + "additionalProperties": false + }, + "ContainerResourceRequirements": { + "description": "Resource requirements for each container instance within an online deployment.", + "type": "object", + "properties": { + "containerResourceLimits": { + "description": "Container resource limit info:", + "$ref": "#/definitions/ContainerResourceSettings", + "x-nullable": true + }, + "containerResourceRequests": { + "description": "Container resource request info:", + "$ref": "#/definitions/ContainerResourceSettings", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ContainerResourceSettings": { + "type": "object", + "properties": { + "cpu": { + "description": "Number of vCPUs request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "1", + "x-nullable": true + }, + "gpu": { + "description": "Number of Nvidia GPU cards request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "1", + "x-nullable": true + }, + "memory": { + "description": "Memory size request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "2Gi", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ContainerType": { + "enum": [ + "StorageInitializer", + "InferenceServer" + ], + "type": "string", + "x-ms-enum": { + "name": "ContainerType", + "modelAsString": true, + "values": [ + { + "value": "StorageInitializer" + }, + { + "value": "InferenceServer" + } + ] + }, + "additionalProperties": false + }, + "CredentialsType": { + "description": "Enum to determine the datastore credentials type.", + "enum": [ + "AccountKey", + "Certificate", + "None", + "Sas", + "ServicePrincipal" + ], + "type": "string", + "x-ms-enum": { + "name": "CredentialsType", + "modelAsString": true, + "values": [ + { + "value": "AccountKey" + }, + { + "value": "Certificate" + }, + { + "value": "None" + }, + { + "value": "Sas" + }, + { + "value": "ServicePrincipal" + } + ] + }, + "additionalProperties": false + }, + "CustomModelJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "custom_model", + "additionalProperties": false + }, + "CustomModelJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "custom_model", + "additionalProperties": false + }, + "DataContainer": { + "description": "Container for data asset versions.", + "required": [ + "dataType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "properties": { + "dataType": { + "description": "[Required] Specifies the type of data.", + "$ref": "#/definitions/DataType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-client-name": "DataContainerProperties", + "additionalProperties": false + }, + "DataContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/DataContainer" + } + }, + "x-ms-client-name": "DataContainer", + "additionalProperties": false + }, + "DataContainerResourceArmPaginatedResult": { + "description": "A paginated list of DataContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of DataContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type DataContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/DataContainerResource" + } + } + }, + "additionalProperties": false + }, + "DataPathAssetReference": { + "description": "Reference to an asset via its path in a datastore.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetReferenceBase" + } + ], + "properties": { + "datastoreId": { + "description": "ARM resource ID of the datastore where the asset is located.", + "type": "string", + "x-nullable": true + }, + "path": { + "description": "The path of the file/directory in the datastore.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "DataPath", + "additionalProperties": false + }, + "Datastore": { + "description": "Base definition for datastore contents configuration.", + "required": [ + "credentials", + "datastoreType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "credentials": { + "description": "[Required] Account credentials.", + "$ref": "#/definitions/DatastoreCredentials" + }, + "datastoreType": { + "description": "[Required] Storage type backing the datastore.", + "$ref": "#/definitions/DatastoreType" + }, + "isDefault": { + "description": "Readonly property to indicate if datastore is the workspace default datastore", + "type": "boolean", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + } + }, + "discriminator": "datastoreType", + "x-ms-client-name": "DatastoreProperties" + }, + "DatastoreCredentials": { + "description": "Base definition for datastore credentials.", + "required": [ + "credentialsType" + ], + "type": "object", + "properties": { + "credentialsType": { + "description": "[Required] Credential type used to authentication with storage.", + "$ref": "#/definitions/CredentialsType" + } + }, + "discriminator": "credentialsType" + }, + "DatastoreResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/Datastore" + } + }, + "x-ms-client-name": "Datastore", + "additionalProperties": false + }, + "DatastoreResourceArmPaginatedResult": { + "description": "A paginated list of Datastore entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of Datastore objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type Datastore.", + "type": "array", + "items": { + "$ref": "#/definitions/DatastoreResource" + } + } + }, + "additionalProperties": false + }, + "DatastoreSecrets": { + "description": "Base definition for datastore secrets.", + "required": [ + "secretsType" + ], + "type": "object", + "properties": { + "secretsType": { + "description": "[Required] Credential type used to authentication with storage.", + "$ref": "#/definitions/SecretsType" + } + }, + "discriminator": "secretsType" + }, + "DatastoreType": { + "description": "Enum to determine the datastore contents type.", + "enum": [ + "AzureBlob", + "AzureDataLakeGen1", + "AzureDataLakeGen2", + "AzureFile" + ], + "type": "string", + "x-ms-enum": { + "name": "DatastoreType", + "modelAsString": true, + "values": [ + { + "value": "AzureBlob" + }, + { + "value": "AzureDataLakeGen1" + }, + { + "value": "AzureDataLakeGen2" + }, + { + "value": "AzureFile" + } + ] + }, + "additionalProperties": false + }, + "DataType": { + "description": "Enum to determine the type of data.", + "enum": [ + "uri_file", + "uri_folder", + "mltable" + ], + "type": "string", + "x-ms-enum": { + "name": "DataType", + "modelAsString": true, + "values": [ + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + } + ] + }, + "additionalProperties": false + }, + "DataVersionBase": { + "description": "Data version base definition", + "required": [ + "dataType", + "dataUri" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "dataType": { + "description": "[Required] Specifies the type of data.", + "$ref": "#/definitions/DataType", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "dataUri": { + "description": "[Required] Uri of the data. Usage/meaning depends on Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20220501.Assets.DataVersionBase.DataType", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "dataType", + "x-ms-client-name": "DataVersionBaseProperties" + }, + "DataVersionBaseResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/DataVersionBase" + } + }, + "x-ms-client-name": "DataVersionBase", + "additionalProperties": false + }, + "DataVersionBaseResourceArmPaginatedResult": { + "description": "A paginated list of DataVersionBase entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of DataVersionBase objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type DataVersionBase.", + "type": "array", + "items": { + "$ref": "#/definitions/DataVersionBaseResource" + } + } + }, + "additionalProperties": false + }, + "DefaultScaleSettings": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineScaleSettings" + } + ], + "x-ms-discriminator-value": "Default", + "additionalProperties": false + }, + "DeploymentLogs": { + "type": "object", + "properties": { + "content": { + "description": "The retrieved online deployment logs.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "DeploymentLogsRequest": { + "type": "object", + "properties": { + "containerType": { + "description": "The type of container to retrieve logs from.", + "default": "InferenceServer", + "$ref": "#/definitions/ContainerType" + }, + "tail": { + "format": "int32", + "description": "The maximum number of lines to tail.", + "type": "integer", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "DeploymentProvisioningState": { + "description": "Possible values for DeploymentProvisioningState.", + "enum": [ + "Creating", + "Deleting", + "Scaling", + "Updating", + "Succeeded", + "Failed", + "Canceled" + ], + "type": "string", + "x-ms-enum": { + "name": "DeploymentProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Creating" + }, + { + "value": "Deleting" + }, + { + "value": "Scaling" + }, + { + "value": "Updating" + }, + { + "value": "Succeeded" + }, + { + "value": "Failed" + }, + { + "value": "Canceled" + } + ] + }, + "additionalProperties": false + }, + "DistributionConfiguration": { + "description": "Base definition for job distribution configuration.", + "required": [ + "distributionType" + ], + "type": "object", + "properties": { + "distributionType": { + "description": "[Required] Specifies the type of distribution framework.", + "$ref": "#/definitions/DistributionType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "distributionType" + }, + "DistributionType": { + "description": "Enum to determine the job distribution type.", + "enum": [ + "PyTorch", + "TensorFlow", + "Mpi" + ], + "type": "string", + "x-ms-enum": { + "name": "DistributionType", + "modelAsString": true, + "values": [ + { + "value": "PyTorch" + }, + { + "value": "TensorFlow" + }, + { + "value": "Mpi" + } + ] + }, + "additionalProperties": false + }, + "EarlyTerminationPolicy": { + "description": "Early termination policies enable canceling poor-performing runs before they complete", + "required": [ + "policyType" + ], + "type": "object", + "properties": { + "delayEvaluation": { + "format": "int32", + "description": "Number of intervals by which to delay the first evaluation.", + "default": 0, + "type": "integer" + }, + "evaluationInterval": { + "format": "int32", + "description": "Interval (number of runs) between policy evaluations.", + "default": 0, + "type": "integer" + }, + "policyType": { + "description": "[Required] Name of policy configuration", + "$ref": "#/definitions/EarlyTerminationPolicyType" + } + }, + "discriminator": "policyType" + }, + "EarlyTerminationPolicyType": { + "enum": [ + "Bandit", + "MedianStopping", + "TruncationSelection" + ], + "type": "string", + "x-ms-enum": { + "name": "EarlyTerminationPolicyType", + "modelAsString": true, + "values": [ + { + "value": "Bandit" + }, + { + "value": "MedianStopping" + }, + { + "value": "TruncationSelection" + } + ] + }, + "additionalProperties": false + }, + "EndpointAuthKeys": { + "description": "Keys for endpoint authentication.", + "type": "object", + "properties": { + "primaryKey": { + "description": "The primary key.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "secondaryKey": { + "description": "The secondary key.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointAuthMode": { + "description": "Enum to determine endpoint authentication mode.", + "enum": [ + "AMLToken", + "Key", + "AADToken" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointAuthMode", + "modelAsString": true, + "values": [ + { + "value": "AMLToken" + }, + { + "value": "Key" + }, + { + "value": "AADToken" + } + ] + }, + "additionalProperties": false + }, + "EndpointAuthToken": { + "description": "Service Token", + "type": "object", + "properties": { + "accessToken": { + "description": "Access token for endpoint authentication.", + "type": "string", + "x-nullable": true + }, + "expiryTimeUtc": { + "format": "int64", + "description": "Access token expiry time (UTC).", + "default": 0, + "type": "integer" + }, + "refreshAfterTimeUtc": { + "format": "int64", + "description": "Refresh access token after time (UTC).", + "default": 0, + "type": "integer" + }, + "tokenType": { + "description": "Access token type.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointComputeType": { + "description": "Enum to determine endpoint compute type.", + "enum": [ + "Managed", + "Kubernetes", + "AzureMLCompute" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointComputeType", + "modelAsString": true, + "values": [ + { + "value": "Managed" + }, + { + "value": "Kubernetes" + }, + { + "value": "AzureMLCompute" + } + ] + }, + "additionalProperties": false + }, + "EndpointDeploymentPropertiesBase": { + "description": "Base definition for endpoint deployment.", + "type": "object", + "properties": { + "codeConfiguration": { + "description": "Code configuration for the endpoint deployment.", + "$ref": "#/definitions/CodeConfiguration", + "x-nullable": true + }, + "description": { + "description": "Description of the endpoint deployment.", + "type": "string", + "x-nullable": true + }, + "environmentId": { + "description": "ARM resource ID or AssetId of the environment specification for the endpoint deployment.", + "type": "string", + "x-nullable": true + }, + "environmentVariables": { + "description": "Environment variables configuration for the deployment.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "properties": { + "description": "Property dictionary. Properties can be added, but not removed or altered.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointPropertiesBase": { + "description": "Inference Endpoint base definition", + "required": [ + "authMode" + ], + "type": "object", + "properties": { + "authMode": { + "description": "[Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does.", + "$ref": "#/definitions/EndpointAuthMode" + }, + "description": { + "description": "Description of the inference endpoint.", + "type": "string", + "x-nullable": true + }, + "keys": { + "description": "EndpointAuthKeys to set initially on an Endpoint.\r\nThis property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.", + "$ref": "#/definitions/EndpointAuthKeys", + "x-ms-mutability": [ + "create" + ], + "x-ms-secret": true, + "x-nullable": true + }, + "properties": { + "description": "Property dictionary. Properties can be added, but not removed or altered.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "scoringUri": { + "format": "uri", + "description": "Endpoint URI.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "swaggerUri": { + "format": "uri", + "description": "Endpoint Swagger URI.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointProvisioningState": { + "description": "State of endpoint provisioning.", + "enum": [ + "Creating", + "Deleting", + "Succeeded", + "Failed", + "Updating", + "Canceled" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Creating" + }, + { + "value": "Deleting" + }, + { + "value": "Succeeded" + }, + { + "value": "Failed" + }, + { + "value": "Updating" + }, + { + "value": "Canceled" + } + ] + }, + "additionalProperties": false + }, + "EnvironmentContainer": { + "description": "Container for environment specification versions.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "EnvironmentContainerProperties", + "additionalProperties": false + }, + "EnvironmentContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/EnvironmentContainer" + } + }, + "x-ms-client-name": "EnvironmentContainer", + "additionalProperties": false + }, + "EnvironmentContainerResourceArmPaginatedResult": { + "description": "A paginated list of EnvironmentContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of EnvironmentContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type EnvironmentContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/EnvironmentContainerResource" + } + } + }, + "additionalProperties": false + }, + "EnvironmentType": { + "description": "Environment type is either user created or curated by Azure ML service", + "enum": [ + "Curated", + "UserCreated" + ], + "type": "string", + "x-ms-enum": { + "name": "EnvironmentType", + "modelAsString": true, + "values": [ + { + "value": "Curated" + }, + { + "value": "UserCreated" + } + ] + }, + "additionalProperties": false + }, + "EnvironmentVersion": { + "description": "Environment version details.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "build": { + "description": "Configuration settings for Docker build context.", + "$ref": "#/definitions/BuildContext", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "condaFile": { + "description": "Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages.\r\n", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "environmentType": { + "description": "Environment type is either user managed or curated by the Azure ML service\r\n", + "$ref": "#/definitions/EnvironmentType", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "image": { + "description": "Name of the image that will be used for the environment.\r\n", + "type": "string", + "example": "docker.io/tensorflow/serving:latest", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "inferenceConfig": { + "description": "Defines configuration specific to inference.", + "$ref": "#/definitions/InferenceContainerProperties", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "osType": { + "description": "The OS type of the environment.", + "default": "Linux", + "$ref": "#/definitions/OperatingSystemType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-client-name": "EnvironmentVersionProperties", + "additionalProperties": false + }, + "EnvironmentVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/EnvironmentVersion" + } + }, + "x-ms-client-name": "EnvironmentVersion", + "additionalProperties": false + }, + "EnvironmentVersionResourceArmPaginatedResult": { + "description": "A paginated list of EnvironmentVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of EnvironmentVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type EnvironmentVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + } + }, + "additionalProperties": false + }, + "FlavorData": { + "type": "object", + "properties": { + "data": { + "description": "Model flavor-specific data.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "Goal": { + "description": "Defines supported metric goals for hyperparameter tuning", + "enum": [ + "Minimize", + "Maximize" + ], + "type": "string", + "x-ms-enum": { + "name": "Goal", + "modelAsString": true, + "values": [ + { + "value": "Minimize" + }, + { + "value": "Maximize" + } + ] + }, + "additionalProperties": false + }, + "GridSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that exhaustively generates every value combination in the space", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/SamplingAlgorithm" + } + ], + "x-ms-discriminator-value": "Grid", + "additionalProperties": false + }, + "IdAssetReference": { + "description": "Reference to an asset via its ARM resource ID.", + "required": [ + "assetId" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetReferenceBase" + } + ], + "properties": { + "assetId": { + "description": "[Required] ARM resource ID of the asset.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "x-ms-discriminator-value": "Id", + "additionalProperties": false + }, + "IdentityConfiguration": { + "description": "Base definition for identity configuration.", + "required": [ + "identityType" + ], + "type": "object", + "properties": { + "identityType": { + "description": "[Required] Specifies the type of identity framework.", + "$ref": "#/definitions/IdentityConfigurationType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "identityType" + }, + "IdentityConfigurationType": { + "description": "Enum to determine identity framework.", + "enum": [ + "Managed", + "AMLToken", + "UserIdentity" + ], + "type": "string", + "x-ms-enum": { + "name": "IdentityConfigurationType", + "modelAsString": true, + "values": [ + { + "value": "Managed" + }, + { + "value": "AMLToken" + }, + { + "value": "UserIdentity" + } + ] + }, + "additionalProperties": false + }, + "InferenceContainerProperties": { + "type": "object", + "properties": { + "livenessRoute": { + "description": "The route to check the liveness of the inference server container.", + "$ref": "#/definitions/Route" + }, + "readinessRoute": { + "description": "The route to check the readiness of the inference server container.", + "$ref": "#/definitions/Route" + }, + "scoringRoute": { + "description": "The port to send the scoring requests to, within the inference server container.", + "$ref": "#/definitions/Route" + } + }, + "additionalProperties": false + }, + "InputDeliveryMode": { + "description": "Enum to determine the input data delivery mode.", + "enum": [ + "ReadOnlyMount", + "ReadWriteMount", + "Download", + "Direct", + "EvalMount", + "EvalDownload" + ], + "type": "string", + "x-ms-enum": { + "name": "InputDeliveryMode", + "modelAsString": true, + "values": [ + { + "value": "ReadOnlyMount" + }, + { + "value": "ReadWriteMount" + }, + { + "value": "Download" + }, + { + "value": "Direct" + }, + { + "value": "EvalMount" + }, + { + "value": "EvalDownload" + } + ] + }, + "additionalProperties": false + }, + "JobBase": { + "description": "Base definition for a job.", + "required": [ + "jobType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "computeId": { + "description": "ARM resource ID of the compute resource.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "displayName": { + "description": "Display name of job.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "experimentName": { + "description": "The name of the experiment the job belongs to. If not set, the job is placed in the \"Default\" experiment.", + "default": "Default", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "identity": { + "description": "Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.\r\nDefaults to AmlToken if null.", + "$ref": "#/definitions/IdentityConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + }, + "jobType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobType", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "services": { + "description": "List of JobEndpoints.\r\nFor local jobs, a job endpoint will have an endpoint value of FileStreamObject.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/JobService", + "x-nullable": true + }, + "x-nullable": true + }, + "status": { + "description": "Status of the job.", + "$ref": "#/definitions/JobStatus", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + } + }, + "discriminator": "jobType", + "x-ms-client-name": "JobBaseProperties" + }, + "JobBaseResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/JobBase" + } + }, + "x-ms-client-name": "JobBase", + "additionalProperties": false + }, + "JobBaseResourceArmPaginatedResult": { + "description": "A paginated list of JobBase entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of JobBase objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type JobBase.", + "type": "array", + "items": { + "$ref": "#/definitions/JobBaseResource" + } + } + }, + "additionalProperties": false + }, + "JobInput": { + "description": "Command job definition.", + "required": [ + "jobInputType" + ], + "type": "object", + "properties": { + "description": { + "description": "Description for the input.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "jobInputType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobInputType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "jobInputType" + }, + "JobInputType": { + "description": "Enum to determine the Job Input Type.", + "enum": [ + "literal", + "uri_file", + "uri_folder", + "mltable", + "custom_model", + "mlflow_model", + "triton_model" + ], + "type": "string", + "x-ms-enum": { + "name": "JobInputType", + "modelAsString": true, + "values": [ + { + "value": "literal" + }, + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + }, + { + "value": "custom_model" + }, + { + "value": "mlflow_model" + }, + { + "value": "triton_model" + } + ] + }, + "additionalProperties": false + }, + "JobLimits": { + "required": [ + "jobLimitsType" + ], + "type": "object", + "properties": { + "jobLimitsType": { + "description": "[Required] JobLimit type.", + "$ref": "#/definitions/JobLimitsType" + }, + "timeout": { + "format": "duration", + "description": "The max run duration in ISO 8601 format, after which the job will be cancelled. Only supports duration with precision as low as Seconds.", + "type": "string", + "x-nullable": true + } + }, + "discriminator": "jobLimitsType" + }, + "JobLimitsType": { + "enum": [ + "Command", + "Sweep" + ], + "type": "string", + "x-ms-enum": { + "name": "JobLimitsType", + "modelAsString": true, + "values": [ + { + "value": "Command" + }, + { + "value": "Sweep" + } + ] + }, + "additionalProperties": false + }, + "JobOutput": { + "description": "Job output definition container information on where to find job output/logs.", + "required": [ + "jobOutputType" + ], + "type": "object", + "properties": { + "description": { + "description": "Description for the output.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "jobOutputType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobOutputType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "jobOutputType" + }, + "JobOutputType": { + "description": "Enum to determine the Job Output Type.", + "enum": [ + "uri_file", + "uri_folder", + "mltable", + "custom_model", + "mlflow_model", + "triton_model" + ], + "type": "string", + "x-ms-enum": { + "name": "JobOutputType", + "modelAsString": true, + "values": [ + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + }, + { + "value": "custom_model" + }, + { + "value": "mlflow_model" + }, + { + "value": "triton_model" + } + ] + }, + "additionalProperties": false + }, + "JobService": { + "description": "Job endpoint definition", + "type": "object", + "properties": { + "endpoint": { + "description": "Url for endpoint.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "errorMessage": { + "description": "Any error in the service.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "jobServiceType": { + "description": "Endpoint type.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "port": { + "format": "int32", + "description": "Port for endpoint.", + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "properties": { + "description": "Additional properties to set on the endpoint.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "status": { + "description": "Status of endpoint.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "JobStatus": { + "description": "The status of a job.", + "enum": [ + "NotStarted", + "Starting", + "Provisioning", + "Preparing", + "Queued", + "Running", + "Finalizing", + "CancelRequested", + "Completed", + "Failed", + "Canceled", + "NotResponding", + "Paused", + "Unknown" + ], + "type": "string", + "x-ms-enum": { + "name": "JobStatus", + "modelAsString": true, + "values": [ + { + "value": "NotStarted", + "description": "Run hasn't started yet." + }, + { + "value": "Starting", + "description": "Run has started. The user has a run ID." + }, + { + "value": "Provisioning", + "description": "(Not used currently) It will be used if ES is creating the compute target." + }, + { + "value": "Preparing", + "description": "The run environment is being prepared." + }, + { + "value": "Queued", + "description": "The job is queued in the compute target. For example, in BatchAI the job is in queued state, while waiting for all required nodes to be ready." + }, + { + "value": "Running", + "description": "The job started to run in the compute target." + }, + { + "value": "Finalizing", + "description": "Job is completed in the target. It is in output collection state now." + }, + { + "value": "CancelRequested", + "description": "Cancellation has been requested for the job." + }, + { + "value": "Completed", + "description": "Job completed successfully. This reflects that both the job itself and output collection states completed successfully" + }, + { + "value": "Failed", + "description": "Job failed." + }, + { + "value": "Canceled", + "description": "Following cancellation request, the job is now successfully canceled." + }, + { + "value": "NotResponding", + "description": "When heartbeat is enabled, if the run isn't updating any information to RunHistory then the run goes to NotResponding state.\nNotResponding is the only state that is exempt from strict transition orders. A run can go from NotResponding to any of the previous states." + }, + { + "value": "Paused", + "description": "The job is paused by users. Some adjustment to labeling jobs can be made only in paused state." + }, + { + "value": "Unknown", + "description": "Default job status if not mapped to all other statuses" + } + ] + }, + "additionalProperties": false + }, + "JobType": { + "description": "Enum to determine the type of job.", + "enum": [ + "Command", + "Sweep", + "Pipeline" + ], + "type": "string", + "x-ms-enum": { + "name": "JobType", + "modelAsString": true, + "values": [ + { + "value": "Command" + }, + { + "value": "Sweep" + }, + { + "value": "Pipeline" + } + ] + }, + "additionalProperties": false + }, + "KeyType": { + "enum": [ + "Primary", + "Secondary" + ], + "type": "string", + "x-ms-enum": { + "name": "KeyType", + "modelAsString": true, + "values": [ + { + "value": "Primary" + }, + { + "value": "Secondary" + } + ] + }, + "additionalProperties": false + }, + "KubernetesOnlineDeployment": { + "description": "Properties specific to a KubernetesOnlineDeployment.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineDeployment" + } + ], + "properties": { + "containerResourceRequirements": { + "description": "The resource requirements for the container (cpu and memory).", + "$ref": "#/definitions/ContainerResourceRequirements", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Kubernetes", + "additionalProperties": false + }, + "ListViewType": { + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "type": "string", + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + }, + "additionalProperties": false + }, + "LiteralJobInput": { + "description": "Literal input type.", + "required": [ + "value" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobInput" + } + ], + "properties": { + "value": { + "description": "[Required] Literal value for the input.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "x-ms-discriminator-value": "literal", + "additionalProperties": false + }, + "ManagedIdentity": { + "description": "Managed identity configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/IdentityConfiguration" + } + ], + "properties": { + "clientId": { + "format": "uuid", + "description": "Specifies a user-assigned identity by client ID. For system-assigned, do not set this field.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "objectId": { + "format": "uuid", + "description": "Specifies a user-assigned identity by object ID. For system-assigned, do not set this field.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "resourceId": { + "description": "Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Managed", + "additionalProperties": false + }, + "ManagedOnlineDeployment": { + "description": "Properties specific to a ManagedOnlineDeployment.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineDeployment" + } + ], + "x-ms-discriminator-value": "Managed", + "additionalProperties": false + }, + "MedianStoppingPolicy": { + "description": "Defines an early termination policy based on running averages of the primary metric of all runs", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EarlyTerminationPolicy" + } + ], + "x-ms-discriminator-value": "MedianStopping", + "additionalProperties": false + }, + "MLFlowModelJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "mlflow_model", + "additionalProperties": false + }, + "MLFlowModelJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "mlflow_model", + "additionalProperties": false + }, + "MLTableData": { + "description": "MLTable data definition", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DataVersionBase" + } + ], + "properties": { + "referencedUris": { + "description": "Uris referenced in the MLTable definition (required for lineage)", + "type": "array", + "items": { + "type": "string" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "mltable", + "additionalProperties": false + }, + "MLTableJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "mltable", + "additionalProperties": false + }, + "MLTableJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "mltable", + "additionalProperties": false + }, + "ModelContainer": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "ModelContainerProperties", + "additionalProperties": false + }, + "ModelContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ModelContainer" + } + }, + "x-ms-client-name": "ModelContainer", + "additionalProperties": false + }, + "ModelContainerResourceArmPaginatedResult": { + "description": "A paginated list of ModelContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ModelContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ModelContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/ModelContainerResource" + } + } + }, + "additionalProperties": false + }, + "ModelVersion": { + "description": "Model asset version details.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "flavors": { + "description": "Mapping of model flavors to their properties.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/FlavorData", + "x-nullable": true + }, + "x-nullable": true + }, + "jobName": { + "description": "Name of the training job which produced this model", + "type": "string", + "x-nullable": true + }, + "modelType": { + "description": "The storage format for this entity. Used for NCD.", + "type": "string", + "x-nullable": true + }, + "modelUri": { + "description": "The URI path to the model contents.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-client-name": "ModelVersionProperties", + "additionalProperties": false + }, + "ModelVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ModelVersion" + } + }, + "x-ms-client-name": "ModelVersion", + "additionalProperties": false + }, + "ModelVersionResourceArmPaginatedResult": { + "description": "A paginated list of ModelVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ModelVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ModelVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/ModelVersionResource" + } + } + }, + "additionalProperties": false + }, + "Mpi": { + "description": "MPI distribution configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DistributionConfiguration" + } + ], + "properties": { + "processCountPerInstance": { + "format": "int32", + "description": "Number of processes per MPI node.", + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Mpi", + "additionalProperties": false + }, + "NoneDatastoreCredentials": { + "description": "Empty/none datastore credentials.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "x-ms-discriminator-value": "None", + "additionalProperties": false + }, + "Objective": { + "description": "Optimization objective.", + "required": [ + "goal", + "primaryMetric" + ], + "type": "object", + "properties": { + "goal": { + "description": "[Required] Defines supported metric goals for hyperparameter tuning", + "$ref": "#/definitions/Goal" + }, + "primaryMetric": { + "description": "[Required] Name of the metric to optimize.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "additionalProperties": false + }, + "OnlineDeployment": { + "required": [ + "endpointComputeType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointDeploymentPropertiesBase" + } + ], + "properties": { + "appInsightsEnabled": { + "description": "If true, enables Application Insights logging.", + "default": false, + "type": "boolean" + }, + "endpointComputeType": { + "description": "[Required] The compute type of the endpoint.", + "$ref": "#/definitions/EndpointComputeType" + }, + "instanceType": { + "description": "Compute instance type.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "livenessProbe": { + "description": "Liveness probe monitors the health of the container regularly.", + "$ref": "#/definitions/ProbeSettings", + "x-nullable": true + }, + "model": { + "description": "The URI path to the model.", + "type": "string", + "x-nullable": true + }, + "modelMountPath": { + "description": "The path to mount the model in custom container.", + "type": "string", + "x-nullable": true + }, + "provisioningState": { + "description": "Provisioning state for the endpoint deployment.", + "$ref": "#/definitions/DeploymentProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "readinessProbe": { + "description": "Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.", + "$ref": "#/definitions/ProbeSettings", + "x-nullable": true + }, + "requestSettings": { + "description": "Request settings for the deployment.", + "$ref": "#/definitions/OnlineRequestSettings", + "x-nullable": true + }, + "scaleSettings": { + "description": "Scale settings for the deployment.\r\nIf it is null or not provided,\r\nit defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment\r\nand to DefaultScaleSettings for ManagedOnlineDeployment.", + "$ref": "#/definitions/OnlineScaleSettings", + "x-nullable": true + } + }, + "discriminator": "endpointComputeType", + "x-ms-client-name": "OnlineDeploymentProperties" + }, + "OnlineDeploymentTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/OnlineDeployment" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "OnlineDeployment", + "additionalProperties": false + }, + "OnlineDeploymentTrackedResourceArmPaginatedResult": { + "description": "A paginated list of OnlineDeployment entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of OnlineDeployment objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type OnlineDeployment.", + "type": "array", + "items": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + } + }, + "additionalProperties": false + }, + "OnlineEndpoint": { + "description": "Online endpoint configuration", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointPropertiesBase" + } + ], + "properties": { + "compute": { + "description": "ARM resource ID of the compute if it exists.\r\noptional", + "type": "string", + "x-nullable": true + }, + "provisioningState": { + "description": "Provisioning state for the endpoint.", + "$ref": "#/definitions/EndpointProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "traffic": { + "description": "Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100.", + "type": "object", + "additionalProperties": { + "format": "int32", + "type": "integer" + }, + "x-nullable": true + } + }, + "x-ms-client-name": "OnlineEndpointProperties", + "additionalProperties": false + }, + "OnlineEndpointTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/OnlineEndpoint" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "OnlineEndpoint", + "additionalProperties": false + }, + "OnlineEndpointTrackedResourceArmPaginatedResult": { + "description": "A paginated list of OnlineEndpoint entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of OnlineEndpoint objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type OnlineEndpoint.", + "type": "array", + "items": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + } + }, + "additionalProperties": false + }, + "OnlineRequestSettings": { + "description": "Online deployment scoring requests configuration.", + "type": "object", + "properties": { + "maxConcurrentRequestsPerInstance": { + "format": "int32", + "description": "The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.", + "default": 1, + "type": "integer" + }, + "maxQueueWait": { + "format": "duration", + "description": "The maximum amount of time a request will stay in the queue in ISO 8601 format.\r\nDefaults to 500ms.", + "default": "PT0.5S", + "type": "string" + }, + "requestTimeout": { + "format": "duration", + "description": "The scoring timeout in ISO 8601 format.\r\nDefaults to 5000ms.", + "default": "PT5S", + "type": "string" + } + }, + "additionalProperties": false + }, + "OnlineScaleSettings": { + "description": "Online deployment scaling configuration.", + "required": [ + "scaleType" + ], + "type": "object", + "properties": { + "scaleType": { + "description": "[Required] Type of deployment scaling algorithm", + "$ref": "#/definitions/ScaleType" + } + }, + "discriminator": "scaleType" + }, + "OperatingSystemType": { + "description": "The type of operating system.", + "enum": [ + "Linux", + "Windows" + ], + "type": "string", + "x-ms-enum": { + "name": "OperatingSystemType", + "modelAsString": true, + "values": [ + { + "value": "Linux" + }, + { + "value": "Windows" + } + ] + }, + "additionalProperties": false + }, + "OrderString": { + "enum": [ + "CreatedAtDesc", + "CreatedAtAsc", + "UpdatedAtDesc", + "UpdatedAtAsc" + ], + "type": "string", + "x-ms-enum": { + "name": "OrderString", + "modelAsString": true, + "values": [ + { + "value": "CreatedAtDesc" + }, + { + "value": "CreatedAtAsc" + }, + { + "value": "UpdatedAtDesc" + }, + { + "value": "UpdatedAtAsc" + } + ] + }, + "additionalProperties": false + }, + "OutputDeliveryMode": { + "description": "Output data delivery mode enums.", + "enum": [ + "ReadWriteMount", + "Upload" + ], + "type": "string", + "x-ms-enum": { + "name": "OutputDeliveryMode", + "modelAsString": true, + "values": [ + { + "value": "ReadWriteMount" + }, + { + "value": "Upload" + } + ] + }, + "additionalProperties": false + }, + "OutputPathAssetReference": { + "description": "Reference to an asset via its path in a job output.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetReferenceBase" + } + ], + "properties": { + "jobId": { + "description": "ARM resource ID of the job.", + "type": "string", + "x-nullable": true + }, + "path": { + "description": "The path of the file/directory in the job output.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "OutputPath", + "additionalProperties": false + }, + "PartialBatchDeployment": { + "description": "Mutable batch inference settings per deployment.", + "type": "object", + "properties": { + "description": { + "description": "Description of the endpoint deployment.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "PartialBatchDeploymentPartialMinimalTrackedResourceWithProperties": { + "description": "Strictly used in update requests.", + "type": "object", + "properties": { + "properties": { + "description": "Additional attributes of the entity.", + "$ref": "#/definitions/PartialBatchDeployment" + }, + "tags": { + "description": "Resource tags.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + } + } + }, + "additionalProperties": false + }, + "PartialManagedServiceIdentity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "type": "object", + "properties": { + "type": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentityType" + }, + "userAssignedIdentities": { + "description": "The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/PartialUserAssignedIdentity" + } + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResource": { + "description": "Strictly used in update requests.", + "type": "object", + "properties": { + "tags": { + "description": "Resource tags.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + } + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResourceWithIdentity": { + "description": "Strictly used in update requests.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/PartialMinimalTrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "#/definitions/PartialManagedServiceIdentity" + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResourceWithSku": { + "description": "Strictly used in update requests.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/PartialMinimalTrackedResource" + } + ], + "properties": { + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "#/definitions/PartialSku" + } + }, + "additionalProperties": false + }, + "PartialSku": { + "description": "Common SKU definition.", + "type": "object", + "properties": { + "capacity": { + "format": "int32", + "description": "If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.", + "type": "integer" + }, + "family": { + "description": "If the service has different generations of hardware, for the same SKU, then that can be captured here.", + "type": "string" + }, + "name": { + "description": "The name of the SKU. Ex - P3. It is typically a letter+number code.", + "type": "string" + }, + "size": { + "description": "The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.", + "type": "string" + }, + "tier": { + "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" + } + }, + "additionalProperties": false + }, + "PartialUserAssignedIdentity": { + "type": "object", + "additionalProperties": false + }, + "PipelineJob": { + "description": "Pipeline Job definition: defines generic to MFE attributes.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], + "properties": { + "inputs": { + "description": "Inputs for the pipeline job.", + "type": "object", + "additionalProperties": { + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "jobs": { + "description": "Jobs construct the Pipeline Job.", + "type": "object", + "additionalProperties": { + "type": "object", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "outputs": { + "description": "Outputs for the pipeline job", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "settings": { + "description": "Pipeline settings, for things like ContinueRunOnStepFailure etc.", + "type": "object", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Pipeline", + "additionalProperties": false + }, + "ProbeSettings": { + "description": "Deployment container liveness/readiness probe configuration.", + "type": "object", + "properties": { + "failureThreshold": { + "format": "int32", + "description": "The number of failures to allow before returning an unhealthy status.", + "default": 30, + "type": "integer" + }, + "initialDelay": { + "format": "duration", + "description": "The delay before the first probe in ISO 8601 format.", + "type": "string", + "x-nullable": true + }, + "period": { + "format": "duration", + "description": "The length of time between probes in ISO 8601 format.", + "default": "PT10S", + "type": "string" + }, + "successThreshold": { + "format": "int32", + "description": "The number of successful probes before returning a healthy status.", + "default": 1, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "The probe timeout in ISO 8601 format.", + "default": "PT2S", + "type": "string" + } + }, + "additionalProperties": false + }, + "PyTorch": { + "description": "PyTorch distribution configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DistributionConfiguration" + } + ], + "properties": { + "processCountPerInstance": { + "format": "int32", + "description": "Number of processes per node.", + "type": "integer", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "PyTorch", + "additionalProperties": false + }, + "RandomSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that generates values randomly", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/SamplingAlgorithm" + } + ], + "properties": { + "rule": { + "description": "The specific type of random algorithm", + "default": "Random", + "$ref": "#/definitions/RandomSamplingAlgorithmRule" + }, + "seed": { + "format": "int32", + "description": "An optional integer to use as the seed for random number generation", + "type": "integer", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Random", + "additionalProperties": false + }, + "RandomSamplingAlgorithmRule": { + "description": "The specific type of random algorithm", + "enum": [ + "Random", + "Sobol" + ], + "type": "string", + "x-ms-enum": { + "name": "RandomSamplingAlgorithmRule", + "modelAsString": true, + "values": [ + { + "value": "Random" + }, + { + "value": "Sobol" + } + ] + }, + "additionalProperties": false + }, + "ReferenceType": { + "description": "Enum to determine which reference method to use for an asset.", + "enum": [ + "Id", + "DataPath", + "OutputPath" + ], + "type": "string", + "x-ms-enum": { + "name": "ReferenceType", + "modelAsString": true, + "values": [ + { + "value": "Id" + }, + { + "value": "DataPath" + }, + { + "value": "OutputPath" + } + ] + }, + "additionalProperties": false + }, + "RegenerateEndpointKeysRequest": { + "required": [ + "keyType" + ], + "type": "object", + "properties": { + "keyType": { + "description": "[Required] Specification for which type of key to generate. Primary or Secondary.", + "$ref": "#/definitions/KeyType", + "example": "Primary" + }, + "keyValue": { + "description": "The value the key is set to.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ResourceBase": { + "type": "object", + "properties": { + "description": { + "description": "The asset description text.", + "type": "string", + "x-nullable": true + }, + "properties": { + "description": "The asset property dictionary.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "tags": { + "description": "Tag dictionary. Tags can be added, removed, and updated.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ResourceConfiguration": { + "type": "object", + "properties": { + "instanceCount": { + "format": "int32", + "description": "Optional number of instances or nodes used by the compute target.", + "default": 1, + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "instanceType": { + "description": "Optional type of VM used as supported by the compute target.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "properties": { + "description": "Additional properties bag.", + "type": "object", + "additionalProperties": { + "type": "object", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "Route": { + "required": [ + "path", + "port" + ], + "type": "object", + "properties": { + "path": { + "description": "[Required] The path for the route.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + }, + "port": { + "format": "int32", + "description": "[Required] The port for the route.", + "type": "integer" + } + }, + "additionalProperties": false + }, + "SamplingAlgorithm": { + "description": "The Sampling Algorithm used to generate hyperparameter values, along with properties to\r\nconfigure the algorithm", + "required": [ + "samplingAlgorithmType" + ], + "type": "object", + "properties": { + "samplingAlgorithmType": { + "description": "[Required] The algorithm used for generating hyperparameter values, along with configuration properties", + "$ref": "#/definitions/SamplingAlgorithmType" + } + }, + "discriminator": "samplingAlgorithmType" + }, + "SamplingAlgorithmType": { + "enum": [ + "Grid", + "Random", + "Bayesian" + ], + "type": "string", + "x-ms-enum": { + "name": "SamplingAlgorithmType", + "modelAsString": true, + "values": [ + { + "value": "Grid" + }, + { + "value": "Random" + }, + { + "value": "Bayesian" + } + ] + }, + "additionalProperties": false + }, + "SasDatastoreCredentials": { + "description": "SAS datastore credentials configuration.", + "required": [ + "secrets" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "secrets": { + "description": "[Required] Storage container secrets.", + "$ref": "#/definitions/SasDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + } + }, + "x-ms-discriminator-value": "Sas", + "additionalProperties": false + }, + "SasDatastoreSecrets": { + "description": "Datastore SAS secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "sasToken": { + "description": "Storage container SAS token.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Sas", + "additionalProperties": false + }, + "ScaleType": { + "enum": [ + "Default", + "TargetUtilization" + ], + "type": "string", + "x-ms-enum": { + "name": "ScaleType", + "modelAsString": true, + "values": [ + { + "value": "Default" + }, + { + "value": "TargetUtilization" + } + ] + }, + "additionalProperties": false + }, + "SecretsType": { + "description": "Enum to determine the datastore secrets type.", + "enum": [ + "AccountKey", + "Certificate", + "Sas", + "ServicePrincipal" + ], + "type": "string", + "x-ms-enum": { + "name": "SecretsType", + "modelAsString": true, + "values": [ + { + "value": "AccountKey" + }, + { + "value": "Certificate" + }, + { + "value": "Sas" + }, + { + "value": "ServicePrincipal" + } + ] + }, + "additionalProperties": false + }, + "ServiceDataAccessAuthIdentity": { + "enum": [ + "None", + "WorkspaceSystemAssignedIdentity", + "WorkspaceUserAssignedIdentity" + ], + "type": "string", + "x-ms-enum": { + "name": "ServiceDataAccessAuthIdentity", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "Do not use any identity for service data access." + }, + { + "value": "WorkspaceSystemAssignedIdentity", + "description": "Use the system assigned managed identity of the Workspace to authenticate service data access." + }, + { + "value": "WorkspaceUserAssignedIdentity", + "description": "Use the user assigned managed identity of the Workspace to authenticate service data access." + } + ] + }, + "additionalProperties": false + }, + "ServicePrincipalDatastoreCredentials": { + "description": "Service Principal datastore credentials configuration.", + "required": [ + "clientId", + "secrets", + "tenantId" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "authorityUrl": { + "description": "Authority URL used for authentication.", + "type": "string", + "x-nullable": true + }, + "clientId": { + "format": "uuid", + "description": "[Required] Service principal client ID.", + "type": "string" + }, + "resourceUrl": { + "description": "Resource the service principal has access to.", + "type": "string", + "x-nullable": true + }, + "secrets": { + "description": "[Required] Service principal secrets.", + "$ref": "#/definitions/ServicePrincipalDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + }, + "tenantId": { + "format": "uuid", + "description": "[Required] ID of the tenant to which the service principal belongs.", + "type": "string" + } + }, + "x-ms-discriminator-value": "ServicePrincipal", + "additionalProperties": false + }, + "ServicePrincipalDatastoreSecrets": { + "description": "Datastore Service Principal secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "clientSecret": { + "description": "Service principal secret.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "ServicePrincipal", + "additionalProperties": false + }, + "SkuCapacity": { + "description": "SKU capacity information", + "type": "object", + "properties": { + "default": { + "format": "int32", + "description": "Gets or sets the default capacity.", + "default": 0, + "type": "integer" + }, + "maximum": { + "format": "int32", + "description": "Gets or sets the maximum.", + "default": 0, + "type": "integer" + }, + "minimum": { + "format": "int32", + "description": "Gets or sets the minimum.", + "default": 0, + "type": "integer" + }, + "scaleType": { + "description": "Gets or sets the type of the scale.", + "default": "Automatic", + "$ref": "#/definitions/SkuScaleType" + } + }, + "additionalProperties": false + }, + "SkuResource": { + "description": "Fulfills ARM Contract requirement to list all available SKUS for a resource.", + "type": "object", + "properties": { + "capacity": { + "description": "Gets or sets the Sku Capacity.", + "$ref": "#/definitions/SkuCapacity", + "x-nullable": true + }, + "resourceType": { + "description": "The resource type name.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "sku": { + "description": "Gets or sets the Sku.", + "$ref": "#/definitions/SkuSetting", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "SkuResourceArmPaginatedResult": { + "description": "A paginated list of SkuResource entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of SkuResource objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type SkuResource.", + "type": "array", + "items": { + "$ref": "#/definitions/SkuResource" + }, + "x-ms-identifiers": [] + } + }, + "additionalProperties": false + }, + "SkuScaleType": { + "description": "Node scaling setting for the compute sku.", + "enum": [ + "Automatic", + "Manual", + "None" + ], + "type": "string", + "x-ms-enum": { + "name": "SkuScaleType", + "modelAsString": true, + "values": [ + { + "value": "Automatic", + "description": "Automatically scales node count." + }, + { + "value": "Manual", + "description": "Node count scaled upon user request." + }, + { + "value": "None", + "description": "Fixed set of nodes." + } + ] + }, + "additionalProperties": false + }, + "SkuSetting": { + "description": "SkuSetting fulfills the need for stripped down SKU info in ARM contract.", + "required": [ + "name" + ], + "type": "object", + "properties": { + "name": { + "description": "[Required] The name of the SKU. Ex - P3. It is typically a letter+number code.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + }, + "tier": { + "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", + "default": "Basic", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" + } + }, + "additionalProperties": false + }, + "SweepJob": { + "description": "Sweep job definition.", + "required": [ + "objective", + "samplingAlgorithm", + "searchSpace", + "trial" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], + "properties": { + "earlyTermination": { + "description": "Early termination policies enable canceling poor-performing runs before they complete", + "$ref": "#/definitions/EarlyTerminationPolicy", + "x-nullable": true + }, + "inputs": { + "description": "Mapping of input data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "limits": { + "description": "Sweep Job limit.", + "default": "{}", + "$ref": "#/definitions/SweepJobLimits", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "objective": { + "description": "[Required] Optimization objective.", + "$ref": "#/definitions/Objective" + }, + "outputs": { + "description": "Mapping of output data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "samplingAlgorithm": { + "description": "[Required] The hyperparameter sampling algorithm", + "$ref": "#/definitions/SamplingAlgorithm" + }, + "searchSpace": { + "description": "[Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter", + "type": "object" + }, + "trial": { + "description": "[Required] Trial component definition.", + "$ref": "#/definitions/TrialComponent" + } + }, + "x-ms-discriminator-value": "Sweep", + "additionalProperties": false + }, + "SweepJobLimits": { + "description": "Sweep Job limit class.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobLimits" + } + ], + "properties": { + "maxConcurrentTrials": { + "format": "int32", + "description": "Sweep Job max concurrent trials.", + "type": "integer", + "x-nullable": true + }, + "maxTotalTrials": { + "format": "int32", + "description": "Sweep Job max total trials.", + "type": "integer", + "x-nullable": true + }, + "trialTimeout": { + "format": "duration", + "description": "Sweep Job Trial timeout value.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Sweep", + "additionalProperties": false + }, + "TargetUtilizationScaleSettings": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineScaleSettings" + } + ], + "properties": { + "maxInstances": { + "format": "int32", + "description": "The maximum number of instances that the deployment can scale to. The quota will be reserved for max_instances.", + "default": 1, + "type": "integer" + }, + "minInstances": { + "format": "int32", + "description": "The minimum number of instances to always be present.", + "default": 1, + "type": "integer" + }, + "pollingInterval": { + "format": "duration", + "description": "The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.", + "default": "PT1S", + "type": "string" + }, + "targetUtilizationPercentage": { + "format": "int32", + "description": "Target CPU usage for the autoscaler.", + "default": 70, + "type": "integer" + } + }, + "x-ms-discriminator-value": "TargetUtilization", + "additionalProperties": false + }, + "TensorFlow": { + "description": "TensorFlow distribution configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DistributionConfiguration" + } + ], + "properties": { + "parameterServerCount": { + "format": "int32", + "description": "Number of parameter server tasks.", + "default": 0, + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "workerCount": { + "format": "int32", + "description": "Number of workers. If not specified, will default to the instance count.", + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "TensorFlow", + "additionalProperties": false + }, + "TrialComponent": { + "description": "Trial component definition.", + "required": [ + "command", + "environmentId" + ], + "type": "object", + "properties": { + "codeId": { + "description": "ARM resource ID of the code asset.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "command": { + "description": "[Required] The command to execute on startup of the job. eg. \"python train.py\"", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "distribution": { + "description": "Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.", + "$ref": "#/definitions/DistributionConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "environmentId": { + "description": "[Required] The ARM resource ID of the Environment specification for the job.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + }, + "environmentVariables": { + "description": "Environment variables included in the job.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "resources": { + "description": "Compute Resource configuration for the job.", + "default": "{}", + "$ref": "#/definitions/ResourceConfiguration", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "TritonModelJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "triton_model", + "additionalProperties": false + }, + "TritonModelJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "triton_model", + "additionalProperties": false + }, + "TruncationSelectionPolicy": { + "description": "Defines an early termination policy that cancels a given percentage of runs at each evaluation interval.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EarlyTerminationPolicy" + } + ], + "properties": { + "truncationPercentage": { + "format": "int32", + "description": "The percentage of runs to cancel at each evaluation interval.", + "default": 0, + "type": "integer" + } + }, + "x-ms-discriminator-value": "TruncationSelection", + "additionalProperties": false + }, + "UriFileDataVersion": { + "description": "uri-file data version entity", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DataVersionBase" + } + ], + "x-ms-discriminator-value": "uri_file", + "additionalProperties": false + }, + "UriFileJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "uri_file", + "additionalProperties": false + }, + "UriFileJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "uri_file", + "additionalProperties": false + }, + "UriFolderDataVersion": { + "description": "uri-folder data version entity", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DataVersionBase" + } + ], + "x-ms-discriminator-value": "uri_folder", + "additionalProperties": false + }, + "UriFolderJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "uri_folder", + "additionalProperties": false + }, + "UriFolderJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "uri_folder", + "additionalProperties": false + }, + "UserIdentity": { + "description": "User identity configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/IdentityConfiguration" + } + ], + "x-ms-discriminator-value": "UserIdentity", + "additionalProperties": false + } + }, + "securityDefinitions": { + "azure_auth": { + "type": "oauth2", + "flow": "implicit", + "authorizationUrl": "https://login.microsoftonline.com/common/oauth2/authorize", + "scopes": { + "user_impersonation": "impersonate your user account" + }, + "description": "Azure Active Directory OAuth2 Flow." + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json new file mode 100644 index 000000000000..7b38b739f392 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json @@ -0,0 +1,114 @@ +{ + "swagger": "2.0", + "info": { + "title": "Azure Machine Learning Workspaces", + "version": "2022-05-01" + }, + "host": "management.azure.com", + "schemes": [ + "https" + ], + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "paths": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/features": { + "get": { + "tags": [ + "Workspaces" + ], + "description": "Lists all enabled features for a workspace", + "operationId": "WorkspaceFeatures_List", + "x-ms-examples": { + "List Workspace features": { + "$ref": "./examples/WorkspaceFeature/list.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + } + ], + "responses": { + "200": { + "description": "The request was successful; the request was well-formed and received properly.", + "schema": { + "$ref": "#/definitions/ListAmlUserFeatureResult" + } + }, + "default": { + "description": "Error response describing why the operation failed", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + } + }, + "definitions": { + "AmlUserFeature": { + "description": "Features enabled for a workspace", + "type": "object", + "properties": { + "id": { + "description": "Specifies the feature ID", + "type": "string" + }, + "displayName": { + "description": "Specifies the feature name ", + "type": "string" + }, + "description": { + "description": "Describes the feature for user experience", + "type": "string" + } + } + }, + "ListAmlUserFeatureResult": { + "type": "object", + "properties": { + "value": { + "readOnly": true, + "type": "array", + "items": { + "$ref": "#/definitions/AmlUserFeature" + }, + "description": "The list of AML user facing features." + }, + "nextLink": { + "readOnly": true, + "type": "string", + "description": "The URI to fetch the next page of AML user features information. Call ListNext() with this to fetch the next page of AML user features information." + } + }, + "description": "The List Aml user feature operation response." + } + }, + "securityDefinitions": { + "azure_auth": { + "type": "oauth2", + "flow": "implicit", + "authorizationUrl": "https://login.microsoftonline.com/common/oauth2/authorize", + "scopes": { + "user_impersonation": "impersonate your user account" + }, + "description": "Azure Active Directory OAuth2 Flow." + } + } +} From dafbf641e063a92bd20f1df4320d9df1c4bd8dcc Mon Sep 17 00:00:00 2001 From: Teddy Todorov Date: Mon, 11 Jul 2022 18:46:19 -0700 Subject: [PATCH 02/11] Updates readme --- .../resource-manager/readme.md | 31 ++++++++++++------- 1 file changed, 19 insertions(+), 12 deletions(-) diff --git a/specification/machinelearningservices/resource-manager/readme.md b/specification/machinelearningservices/resource-manager/readme.md index 44f4a3d8dc6f..4f69b67ecbdc 100644 --- a/specification/machinelearningservices/resource-manager/readme.md +++ b/specification/machinelearningservices/resource-manager/readme.md @@ -24,17 +24,27 @@ To see additional help and options, run: These are the global settings for the Machine Learning Services API. - ``` yaml openapi-type: arm -tag: package-2022-05-01 +tag: package-preview-2022-06 ``` + +### Tag: package-preview-2022-06 + +These settings apply only when `--tag=package-preview-2022-06` is specified on the command line. + +```yaml $(tag) == 'package-preview-2022-06' +input-file: + - Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json + - Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json + - Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json +``` ### Tag: package-2022-05-01 These settings apply only when `--tag=package-2022-05-01` is specified on the command line. -```yaml $(tag) == 'package-2022-05-01' +``` yaml $(tag) == 'package-2022-05-01' input-file: - Microsoft.MachineLearningServices/stable/2022-05-01/machineLearningServices.json - Microsoft.MachineLearningServices/stable/2022-05-01/mfe.json @@ -45,7 +55,7 @@ input-file: These settings apply only when `--tag=package-2022-02-01-preview` is specified on the command line. -```yaml $(tag) == 'package-2022-02-01-preview' +``` yaml $(tag) == 'package-2022-02-01-preview' input-file: - Microsoft.MachineLearningServices/preview/2022-02-01-preview/machineLearningServices.json - Microsoft.MachineLearningServices/preview/2022-02-01-preview/mfe.json @@ -56,7 +66,7 @@ input-file: These settings apply only when `--tag=package-2022-01-01-preview` is specified on the command line. -```yaml $(tag) == 'package-2022-01-01-preview' +``` yaml $(tag) == 'package-2022-01-01-preview' input-file: - Microsoft.MachineLearningServices/preview/2022-01-01-preview/machineLearningServices.json - Microsoft.MachineLearningServices/preview/2022-01-01-preview/workspaceFeatures.json @@ -67,7 +77,7 @@ input-file: These settings apply only when `--tag=package-2021-07` is specified on the command line. -```yaml $(tag) == 'package-2021-07-01' +``` yaml $(tag) == 'package-2021-07-01' input-file: - Microsoft.MachineLearningServices/stable/2021-07-01/machineLearningServices.json - Microsoft.MachineLearningServices/stable/2021-07-01/workspaceFeatures.json @@ -78,7 +88,7 @@ input-file: These settings apply only when `--tag=package-2021-04` is specified on the command line. -```yaml $(tag) == 'package-2021-04-01' +``` yaml $(tag) == 'package-2021-04-01' input-file: - Microsoft.MachineLearningServices/stable/2021-04-01/machineLearningServices.json ``` @@ -87,17 +97,16 @@ input-file: These settings apply only when `--tag=package-2021-01` is specified on the command line. -```yaml $(tag) == 'package-2021-01-01' +``` yaml $(tag) == 'package-2021-01-01' input-file: - Microsoft.MachineLearningServices/stable/2021-01-01/machineLearningServices.json ``` - ### Tag: package-2021-03-01-preview These settings apply only when `--tag=package-2021-03-01-preview` is specified on the command line. -```yaml $(tag) == 'package-2021-03-01-preview' +``` yaml $(tag) == 'package-2021-03-01-preview' input-file: - Microsoft.MachineLearningServices/preview/2021-03-01-preview/machineLearningServices.json - Microsoft.MachineLearningServices/preview/2021-03-01-preview/mfe.json @@ -284,5 +293,3 @@ See configuration in [readme.go.md](./readme.go.md) ## Java See configuration in [readme.java.md](./readme.java.md) - - From af315cc1cbc456ed092bde9dcb27b71512d8c8e8 Mon Sep 17 00:00:00 2001 From: Teddy Todorov Date: Mon, 11 Jul 2022 18:46:23 -0700 Subject: [PATCH 03/11] Updates API version in new specs and examples --- .../examples/BatchDeployment/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/BatchDeployment/delete.json | 2 +- .../2022-06-01-preview/examples/BatchDeployment/get.json | 2 +- .../2022-06-01-preview/examples/BatchDeployment/list.json | 2 +- .../2022-06-01-preview/examples/BatchDeployment/update.json | 2 +- .../examples/BatchEndpoint/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/BatchEndpoint/delete.json | 2 +- .../preview/2022-06-01-preview/examples/BatchEndpoint/get.json | 2 +- .../preview/2022-06-01-preview/examples/BatchEndpoint/list.json | 2 +- .../2022-06-01-preview/examples/BatchEndpoint/listKeys.json | 2 +- .../2022-06-01-preview/examples/BatchEndpoint/update.json | 2 +- .../examples/CodeContainer/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/CodeContainer/delete.json | 2 +- .../preview/2022-06-01-preview/examples/CodeContainer/get.json | 2 +- .../preview/2022-06-01-preview/examples/CodeContainer/list.json | 2 +- .../2022-06-01-preview/examples/CodeVersion/createOrUpdate.json | 2 +- .../preview/2022-06-01-preview/examples/CodeVersion/delete.json | 2 +- .../preview/2022-06-01-preview/examples/CodeVersion/get.json | 2 +- .../preview/2022-06-01-preview/examples/CodeVersion/list.json | 2 +- .../examples/ComponentContainer/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/ComponentContainer/delete.json | 2 +- .../2022-06-01-preview/examples/ComponentContainer/get.json | 2 +- .../2022-06-01-preview/examples/ComponentContainer/list.json | 2 +- .../examples/ComponentVersion/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/ComponentVersion/delete.json | 2 +- .../2022-06-01-preview/examples/ComponentVersion/get.json | 2 +- .../2022-06-01-preview/examples/ComponentVersion/list.json | 2 +- .../examples/Compute/createOrUpdate/AKSCompute.json | 2 +- .../examples/Compute/createOrUpdate/AmlCompute.json | 2 +- .../examples/Compute/createOrUpdate/BasicAKSCompute.json | 2 +- .../examples/Compute/createOrUpdate/BasicAmlCompute.json | 2 +- .../Compute/createOrUpdate/BasicDataFactoryCompute.json | 2 +- .../examples/Compute/createOrUpdate/ComputeInstance.json | 2 +- .../examples/Compute/createOrUpdate/ComputeInstanceMinimal.json | 2 +- .../examples/Compute/createOrUpdate/KubernetesCompute.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/delete.json | 2 +- .../2022-06-01-preview/examples/Compute/get/AKSCompute.json | 2 +- .../2022-06-01-preview/examples/Compute/get/AmlCompute.json | 2 +- .../examples/Compute/get/ComputeInstance.json | 2 +- .../examples/Compute/get/KubernetesCompute.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/listKeys.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/listNodes.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/patch.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/restart.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/start.json | 2 +- .../preview/2022-06-01-preview/examples/Compute/stop.json | 2 +- .../examples/DataContainer/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/DataContainer/delete.json | 2 +- .../preview/2022-06-01-preview/examples/DataContainer/get.json | 2 +- .../preview/2022-06-01-preview/examples/DataContainer/list.json | 2 +- .../examples/DataVersionBase/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/DataVersionBase/delete.json | 2 +- .../2022-06-01-preview/examples/DataVersionBase/get.json | 2 +- .../2022-06-01-preview/examples/DataVersionBase/list.json | 2 +- .../examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json | 2 +- .../AzureDataLakeGen1WServicePrincipal/createOrUpdate.json | 2 +- .../AzureDataLakeGen2WServicePrincipal/createOrUpdate.json | 2 +- .../examples/Datastore/AzureFileWAccountKey/createOrUpdate.json | 2 +- .../preview/2022-06-01-preview/examples/Datastore/delete.json | 2 +- .../preview/2022-06-01-preview/examples/Datastore/get.json | 2 +- .../preview/2022-06-01-preview/examples/Datastore/list.json | 2 +- .../2022-06-01-preview/examples/Datastore/listSecrets.json | 2 +- .../examples/EnvironmentContainer/createOrUpdate.json | 2 +- .../examples/EnvironmentContainer/delete.json | 2 +- .../2022-06-01-preview/examples/EnvironmentContainer/get.json | 2 +- .../2022-06-01-preview/examples/EnvironmentContainer/list.json | 2 +- .../examples/EnvironmentVersion/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/EnvironmentVersion/delete.json | 2 +- .../2022-06-01-preview/examples/EnvironmentVersion/get.json | 2 +- .../2022-06-01-preview/examples/EnvironmentVersion/list.json | 2 +- .../preview/2022-06-01-preview/examples/ExternalFQDN/get.json | 2 +- .../examples/Job/CommandJob/createOrUpdate.json | 2 +- .../preview/2022-06-01-preview/examples/Job/CommandJob/get.json | 2 +- .../2022-06-01-preview/examples/Job/CommandJob/list.json | 2 +- .../examples/Job/PipelineJob/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/Job/PipelineJob/get.json | 2 +- .../2022-06-01-preview/examples/Job/PipelineJob/list.json | 2 +- .../examples/Job/SweepJob/createOrUpdate.json | 2 +- .../preview/2022-06-01-preview/examples/Job/SweepJob/get.json | 2 +- .../preview/2022-06-01-preview/examples/Job/SweepJob/list.json | 2 +- .../preview/2022-06-01-preview/examples/Job/cancel.json | 2 +- .../preview/2022-06-01-preview/examples/Job/delete.json | 2 +- .../examples/ModelContainer/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/ModelContainer/delete.json | 2 +- .../preview/2022-06-01-preview/examples/ModelContainer/get.json | 2 +- .../2022-06-01-preview/examples/ModelContainer/list.json | 2 +- .../examples/ModelVersion/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/ModelVersion/delete.json | 2 +- .../preview/2022-06-01-preview/examples/ModelVersion/get.json | 2 +- .../preview/2022-06-01-preview/examples/ModelVersion/list.json | 2 +- .../preview/2022-06-01-preview/examples/Notebook/listKeys.json | 2 +- .../preview/2022-06-01-preview/examples/Notebook/prepare.json | 2 +- .../KubernetesOnlineDeployment/createOrUpdate.json | 2 +- .../OnlineDeployment/KubernetesOnlineDeployment/get.json | 2 +- .../OnlineDeployment/KubernetesOnlineDeployment/listSkus.json | 2 +- .../OnlineDeployment/KubernetesOnlineDeployment/update.json | 2 +- .../ManagedOnlineDeployment/createOrUpdate.json | 2 +- .../examples/OnlineDeployment/ManagedOnlineDeployment/get.json | 2 +- .../OnlineDeployment/ManagedOnlineDeployment/listSkus.json | 2 +- .../OnlineDeployment/ManagedOnlineDeployment/update.json | 2 +- .../2022-06-01-preview/examples/OnlineDeployment/delete.json | 2 +- .../2022-06-01-preview/examples/OnlineDeployment/getLogs.json | 2 +- .../2022-06-01-preview/examples/OnlineDeployment/list.json | 2 +- .../examples/OnlineEndpoint/createOrUpdate.json | 2 +- .../2022-06-01-preview/examples/OnlineEndpoint/delete.json | 2 +- .../preview/2022-06-01-preview/examples/OnlineEndpoint/get.json | 2 +- .../2022-06-01-preview/examples/OnlineEndpoint/getToken.json | 2 +- .../2022-06-01-preview/examples/OnlineEndpoint/list.json | 2 +- .../2022-06-01-preview/examples/OnlineEndpoint/listKeys.json | 2 +- .../examples/OnlineEndpoint/regenerateKeys.json | 2 +- .../2022-06-01-preview/examples/OnlineEndpoint/update.json | 2 +- .../examples/PrivateEndpointConnection/createOrUpdate.json | 2 +- .../examples/PrivateEndpointConnection/delete.json | 2 +- .../examples/PrivateEndpointConnection/get.json | 2 +- .../examples/PrivateEndpointConnection/list.json | 2 +- .../2022-06-01-preview/examples/PrivateLinkResource/list.json | 2 +- .../preview/2022-06-01-preview/examples/Quota/list.json | 2 +- .../preview/2022-06-01-preview/examples/Quota/update.json | 2 +- .../preview/2022-06-01-preview/examples/Usage/list.json | 2 +- .../2022-06-01-preview/examples/VirtualMachineSize/list.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/create.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/delete.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/diagnose.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/get.json | 2 +- .../examples/Workspace/listByResourceGroup.json | 2 +- .../examples/Workspace/listBySubscription.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/listKeys.json | 2 +- .../examples/Workspace/listNotebookAccessToken.json | 2 +- .../examples/Workspace/listStorageAccountKeys.json | 2 +- .../2022-06-01-preview/examples/Workspace/operationsList.json | 2 +- .../2022-06-01-preview/examples/Workspace/resyncKeys.json | 2 +- .../preview/2022-06-01-preview/examples/Workspace/update.json | 2 +- .../2022-06-01-preview/examples/WorkspaceConnection/create.json | 2 +- .../2022-06-01-preview/examples/WorkspaceConnection/delete.json | 2 +- .../2022-06-01-preview/examples/WorkspaceConnection/get.json | 2 +- .../2022-06-01-preview/examples/WorkspaceConnection/list.json | 2 +- .../2022-06-01-preview/examples/WorkspaceFeature/list.json | 2 +- .../preview/2022-06-01-preview/machineLearningServices.json | 2 +- .../preview/2022-06-01-preview/mfe.json | 2 +- .../preview/2022-06-01-preview/workspaceFeatures.json | 2 +- 140 files changed, 140 insertions(+), 140 deletions(-) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json index 325a0ee4d68f..c9a0344913d3 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json index 21b23ca7b532..ce3c66295c80 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json index c8e6ae6c9764..922594105884 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json index e6147538c70c..61f45f2b5b90 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json index b8d848abe295..395d3365809b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchDeployment/update.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json index b9a00bcb1919..6a08716652e8 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json index 9670dd39b685..15bb36fadd14 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "resourceGroup-1234", "workspaceName": "testworkspace", "endpointName": "testBatchEndpoint", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json index 56eff71ddacb..985d8460cb92 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json index 12e3199e98ab..8f8974be00ce 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "count": 1 }, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json index dc5b791832d7..ad406f009726 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/listKeys.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json index 57532fd03eff..193ad32a665a 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/BatchEndpoint/update.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "tags": {}, "identity": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json index af2ead3f29c0..0dc33be78f85 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/createOrUpdate.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer", "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json index 6af478db9b12..1da2feb19d2e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json index 020774d61070..7154f96eaa96 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json index 9aed9608ea19..64b2829a5f7a 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeContainer/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "skiptoken" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json index 17d378156585..afc327dd8c85 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json index 05fef731fa55..88cd9d447af4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json index a906d24c9fd1..60c2a5895ac0 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json index b4937e2a1a0e..b424ea0f6835 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/CodeVersion/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json index ea6f6d64d56b..2daecaac1bc9 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json index 569920e83825..5e43d8439bfc 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json index 731774356637..dc76efe7f3a0 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json index c1411d9db20a..8e0b19a75d8b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentContainer/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json index 36197d964c35..a326def20e56 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json index 05fef731fa55..88cd9d447af4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json index 61f22809fac1..d8e63a1893d1 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json index 22c94b9c57eb..a15c69ef76ed 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ComponentVersion/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json index 8ba39dc2149b..9bc7e7ee8d14 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AKSCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json index e73b25f96f8c..29fa9c2e356a 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/AmlCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json index e3fc0057381b..413c20a6e558 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAKSCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json index 3983705439ef..fefd02b96acb 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicAmlCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json index ab854e8b2576..e86c7e7b8dc6 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/BasicDataFactoryCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json index aae33ceacacf..91d4cafc08c5 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json index 470dbfa9d68a..db99ae906e77 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstanceMinimal.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json index 9daf87d9b30b..4473bd57ad48 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/KubernetesCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus", "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json index 2230307bad3e..ab7379ec20a7 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "underlyingResourceAction": "Delete" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json index 8dd364d73b10..91273cd9677b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AKSCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json index 4da33c66beaa..7997715782be 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/AmlCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json index 8a1466a3943e..193fbc14fedb 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json index 074cb17719fc..d80f7fe8df7b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/KubernetesCompute.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json index 0a41db74c884..173c8d5a4b49 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listKeys.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json index 5cdeca53227e..794c47cc48f8 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/listNodes.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json index 4373655fab5b..6016f13c1386 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/patch.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "properties": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json index 27608acb81a4..9694d33d1235 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/restart.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "202": {} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json index 27608acb81a4..9694d33d1235 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/start.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "202": {} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json index 27608acb81a4..9694d33d1235 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/stop.json @@ -4,7 +4,7 @@ "resourceGroupName": "testrg123", "workspaceName": "workspaces123", "computeName": "compute123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "202": {} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json index 2905f769afb9..197d0983794c 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/createOrUpdate.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "datacontainer123", "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json index b400ce1bccce..17bf864a59cc 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "datacontainer123" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json index f14a4608b32e..d97511e241b8 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "datacontainer123" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json index 1ace6aa45290..2a6d346660d4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataContainer/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json index da1cbcdbfcb3..a6875f8734b1 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "dataType": "uri_file", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json index 05fef731fa55..88cd9d447af4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json index 30d7e12ffc9e..17a5e8cf69a3 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json index b4577373abd7..74f77844a048 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/DataVersionBase/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json index 2052f710a99b..232af6289e27 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureBlobWAccountKey/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "skipValidation": false, "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json index 9c5528bc8080..d317f2b9d2ce 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen1WServicePrincipal/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "skipValidation": false, "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json index dc9d5f997f40..488c993eb89e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureDataLakeGen2WServicePrincipal/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "skipValidation": false, "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json index de2b864cfc67..d261fd5cb343 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/AzureFileWAccountKey/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "skipValidation": false, "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json index 569920e83825..5e43d8439bfc 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json index a6f70871cbdf..cfbe5537ec78 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json index 980f9c8f8dd8..aea2980d521d 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "count": 1, "isDefault": false, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json index 1f6096077ec2..5cbcc1b3f0a3 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Datastore/listSecrets.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json index 67cf5f46ec77..91120a93cc87 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/createOrUpdate.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testEnvironment", "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json index 6af478db9b12..1da2feb19d2e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json index baf9d98ad686..1b8a764b52dd 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testEnvironment" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json index 95dfb0aab152..107380c3e9c7 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentContainer/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "skiptoken" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json index 034eba427bb9..694da8fb9ae7 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json index 05fef731fa55..88cd9d447af4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json index 5d46b10ffa82..60c0b3c1bb9e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json index 2cae6e46b47b..b0f9f38894be 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/EnvironmentVersion/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json index ce75b948fdf8..b7bb87b4531e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ExternalFQDN/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json index 6e52a3a3c0f7..66d64389072a 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/get.json index 71a70c394cfb..3c2b03f4adb5 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/list.json index caa601e75252..2ed8a4aa4402 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/CommandJob/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "jobType": "string", "tag": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/createOrUpdate.json index fbc4015f4b0f..a1857255f0d7 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/get.json index 289045872d25..691496e4261c 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/list.json index 847f710b3d56..7d620a15fabd 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/PipelineJob/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "jobType": "string", "tag": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/createOrUpdate.json index b0f5c66dbbf2..8df85f61291c 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/get.json index b3d2929006d2..c60c43371a58 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json index e96185d3e633..6bc841471178 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/SweepJob/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "jobType": "string", "tag": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/cancel.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/cancel.json index 979428e68c37..7d2fc4ff219d 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/cancel.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/cancel.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/delete.json index 300806c3c5bc..949d3c1eee48 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "id": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json index ec2b538ca087..f24b6e889731 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/createOrUpdate.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer", "body": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/delete.json index cedcc99c8c0e..7fcc01f6f5d0 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json index f0cbdd2b8e0a..6cac50a77ff4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/list.json index dbc1fe9191c2..1dd1fe495b75 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelContainer/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "name": "testContainer" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json index 28c0777c5d56..c2989b0297cf 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/delete.json index 05fef731fa55..88cd9d447af4 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/delete.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json index 9043c8380b0c..eb445f265272 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "name": "string", "version": "string", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json index 022c2918b4e5..c305f0cff509 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/ModelVersion/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "name": "string", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "$orderBy": "string", "$top": 1, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json index 469ec34a6731..8bddc9d00992 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/listKeys.json @@ -3,7 +3,7 @@ "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", "resourceGroupName": "testrg123", "workspaceName": "workspaces123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json index 337f56649123..e1111773def5 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Notebook/prepare.json @@ -3,7 +3,7 @@ "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", "resourceGroupName": "testrg123", "workspaceName": "workspaces123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json index f0b0e8268356..b2a31258d87f 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/get.json index 60ff20447dac..3068d4bdd09a 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json index d7ce4dfd1573..04e4c6f4369e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "count": 1 }, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/update.json index 855d26371e6b..acef7ea33ecf 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/KubernetesOnlineDeployment/update.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "tags": {}, "sku": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json index 67336e6116af..b423681c80de 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/get.json index 3e34a3c2f7f0..cf883359ec74 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/get.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json index d7ce4dfd1573..04e4c6f4369e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "count": 1 }, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/update.json index 76f7572de5d6..24e88143117b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/ManagedOnlineDeployment/update.json @@ -5,7 +5,7 @@ "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", "deploymentName": "testDeploymentName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "tags": {}, "sku": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json index b92f54c179cc..64a51ffbbd58 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "endpointName": "testEndpoint", "deploymentName": "testDeployment" }, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json index 6d66ad3ce0e8..b74df29df485 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/getLogs.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "testrg123", "workspaceName": "workspace123", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "endpointName": "testEndpoint", "deploymentName": "testDeployment", "body": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json index 030d806d818f..32edc3bd3e72 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineDeployment/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$orderBy": "string", "$top": 1, "$skipToken": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json index 96d3ff500d9f..63a20b9fe51b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "properties": { "description": "string", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json index 5cde415bc9d4..536e159342f2 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json index 74dd2880ba0b..91f331b5f02d 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json index cb9931025fba..d48bede783f6 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/getToken.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json index 6a1f487437f8..28393ad8e888 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "$skipToken": "string", "name": "string", "count": 1, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json index dc5b791832d7..ad406f009726 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/listKeys.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json index 4fbb8e313285..3204b70cf6c9 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/regenerateKeys.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "keyType": "Primary", "keyValue": "string" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json index cce41811d9af..5e3772a6c924 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/OnlineEndpoint/update.json @@ -4,7 +4,7 @@ "resourceGroupName": "test-rg", "workspaceName": "my-aml-workspace", "endpointName": "testEndpointName", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "body": { "tags": {}, "identity": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json index 45c9a4ef30d4..cb789ff48b45 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/createOrUpdate.json @@ -4,7 +4,7 @@ "resourceGroupName": "rg-1234", "workspaceName": "testworkspace", "privateEndpointConnectionName": "{privateEndpointConnectionName}", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "monitor": "true", "properties": { "properties": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json index eae6cdecdd87..ff4d84a1b12c 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "rg-1234", "workspaceName": "testworkspace", "privateEndpointConnectionName": "{privateEndpointConnectionName}", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "monitor": "true" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json index 7ada1804d757..2a30515ba1ba 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "rg-1234", "workspaceName": "testworkspace", "privateEndpointConnectionName": "{privateEndpointConnectionName}", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "monitor": "true" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json index d046d40efa9a..eb20f5d5281b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateEndpointConnection/list.json @@ -4,7 +4,7 @@ "resourceGroupName": "rg-1234", "workspaceName": "testworkspace", "privateEndpointConnectionName": "{privateEndpointConnectionName}", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "monitor": "true" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json index a64177af4482..c74e937a6708 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/PrivateLinkResource/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "rg-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "monitor": "true" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json index 093929e548a4..d7f3654e7301 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/list.json @@ -2,7 +2,7 @@ "parameters": { "subscriptionId": "00000000-0000-0000-0000-000000000000", "location": "eastus", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json index 864d20dcff90..1a003b9b3414 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Quota/update.json @@ -2,7 +2,7 @@ "parameters": { "subscriptionId": "00000000-0000-0000-0000-000000000000", "location": "eastus", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "value": [ { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json index c9093d485748..6f5b9249b948 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Usage/list.json @@ -2,7 +2,7 @@ "parameters": { "subscriptionId": "00000000-0000-0000-0000-000000000000", "location": "eastus", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json index b6266f8f8807..cc2396844978 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/VirtualMachineSize/list.json @@ -1,7 +1,7 @@ { "parameters": { "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "location": "eastus" }, "responses": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json index 8a22dcbbd9de..10cee447075b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/create.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "location": "eastus2euap", "identity": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json index 7297e988d7ae..5b8e914c75e2 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/delete.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json index 8e984164864c..73b68b6c2b02 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/diagnose.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "value": { "udr": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json index 768f0fc0e60e..5ecd9288d535 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/get.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json index 6ec903bcca68..daf1d0d25f63 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listByResourceGroup.json @@ -2,7 +2,7 @@ "parameters": { "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json index 9d359da2bd97..2c98cc0f5a49 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listBySubscription.json @@ -1,7 +1,7 @@ { "parameters": { "subscriptionId": "00000000-1111-2222-3333-444444444444", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json index 1b2d2dd252c0..fe7a12c2a59e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listKeys.json @@ -3,7 +3,7 @@ "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", "resourceGroupName": "testrg123", "workspaceName": "workspaces123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json index 35244b479e54..3b4ab6375f40 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listNotebookAccessToken.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json index e4b89ed0d32b..ecd4f4052c48 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/listStorageAccountKeys.json @@ -3,7 +3,7 @@ "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", "resourceGroupName": "testrg123", "workspaceName": "workspaces123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json index 2c1c194b382e..da78000becad 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/operationsList.json @@ -1,6 +1,6 @@ { "parameters": { - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json index ebf9f255c792..9c1e8b9eb238 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/resyncKeys.json @@ -3,7 +3,7 @@ "subscriptionId": "aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", "resourceGroupName": "testrg123", "workspaceName": "workspaces123", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json index d0620a5195be..8be71bf0b5b1 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Workspace/update.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "workspace-1234", "workspaceName": "testworkspace", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "properties": { "friendlyName": "New friendly name", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json index d67ab4151229..db9781474944 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/create.json @@ -4,7 +4,7 @@ "resourceGroupName": "resourceGroup-1", "workspaceName": "workspace-1", "connectionName": "connection-1", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "parameters": { "properties": { "category": "ContainerRegistry", diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json index 3ea932d71a79..8c131a5f10ea 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/delete.json @@ -4,7 +4,7 @@ "resourceGroupName": "resourceGroup-1", "workspaceName": "workspace-1", "connectionName": "connection-1", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": {}, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json index 8cd8ce9b8d5b..5d66e1e7fa42 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/get.json @@ -4,7 +4,7 @@ "resourceGroupName": "resourceGroup-1", "workspaceName": "workspace-1", "connectionName": "connection-1", - "api-version": "2022-05-01" + "api-version": "2022-06-01-preview" }, "responses": { "200": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json index d1328a1c2e30..a51dab9b94b2 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceConnection/list.json @@ -3,7 +3,7 @@ "subscriptionId": "00000000-1111-2222-3333-444444444444", "resourceGroupName": "resourceGroup-1", "workspaceName": "workspace-1", - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "target": "www.facebook.com", "category": "ContainerRegistry" }, diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json index 8e1bb8af6871..c07976f0ea9d 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/WorkspaceFeature/list.json @@ -1,6 +1,6 @@ { "parameters": { - "api-version": "2022-05-01", + "api-version": "2022-06-01-preview", "subscriptionId": "00000000-0000-0000-0000-000000000000", "resourceGroupName": "myResourceGroup", "workspaceName": "testworkspace" diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index d4d4e8655c00..12f7d95ab6d7 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -3,7 +3,7 @@ "info": { "title": "Azure Machine Learning Workspaces", "description": "These APIs allow end users to operate on Azure Machine Learning Workspace resources.", - "version": "2022-05-01" + "version": "2022-06-01-preview" }, "host": "management.azure.com", "schemes": [ diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json index 926c62926ad0..611306f25621 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json @@ -2,7 +2,7 @@ "swagger": "2.0", "info": { "title": "Azure Machine Learning Workspaces", - "version": "2022-05-01" + "version": "2022-06-01-preview" }, "host": "management.azure.com", "schemes": [ diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json index 7b38b739f392..d2839ab3951b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/workspaceFeatures.json @@ -2,7 +2,7 @@ "swagger": "2.0", "info": { "title": "Azure Machine Learning Workspaces", - "version": "2022-05-01" + "version": "2022-06-01-preview" }, "host": "management.azure.com", "schemes": [ From b11e89f76fd161aa2b2357673dcfaeb85b6aa2c7 Mon Sep 17 00:00:00 2001 From: teochaban Date: Fri, 15 Jul 2022 22:56:55 -0700 Subject: [PATCH 04/11] Add idleShutdownSetting to Compute Instances (#19748) * Added idleTimeBeforeShutdown to compute instance properties * Added api UpdateIdleShutdownSetting Co-authored-by: Teo Magnino Chaban --- .../Compute/updateIdleShutdownSetting.json | 15 +++++ .../machineLearningServices.json | 65 +++++++++++++++++++ 2 files changed, 80 insertions(+) create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateIdleShutdownSetting.json diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateIdleShutdownSetting.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateIdleShutdownSetting.json new file mode 100644 index 000000000000..de0eff0e2a52 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateIdleShutdownSetting.json @@ -0,0 +1,15 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-06-01-preview", + "parameters": { + "idleTimeBeforeShutdown": "PT120M" + } + }, + "responses": { + "200": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index 12f7d95ab6d7..5b764c2593d3 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -1270,6 +1270,57 @@ } } }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/updateIdleShutdownSetting": { + "post": { + "tags": [ + "MachineLearningComputes" + ], + "operationId": "Compute_UpdateIdleShutdownSetting", + "description": "Updates the idle shutdown setting of a compute instance.", + "x-ms-examples": { + "Update idle shutdown setting of ComputeInstance": { + "$ref": "./examples/Compute/updateIdleShutdownSetting.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "name": "parameters", + "in": "body", + "required": true, + "description": "The object for updating idle shutdown setting of specified ComputeInstance.", + "schema": { + "$ref": "#/definitions/IdleShutdownSetting" + } + } + ], + "responses": { + "200": { + "description": "Success." + }, + "default": { + "description": "Error response describing why the operation failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/privateEndpointConnections": { "get": { "tags": [ @@ -3662,6 +3713,10 @@ "x-nullable": true, "readOnly": true }, + "idleTimeBeforeShutdown": { + "type": "string", + "description": "Stops compute instance after user defined period of inactivity. Time is defined in ISO8601 format. Minimum is 15 min, maximum is 3 days." + }, "enableNodePublicIp": { "type": "boolean", "title": "Enable node public IP.", @@ -5661,6 +5716,16 @@ ] } } + }, + "IdleShutdownSetting": { + "type": "object", + "description": "Stops compute instance after user defined period of inactivity.", + "properties": { + "idleTimeBeforeShutdown": { + "type": "string", + "description": "Time is defined in ISO8601 format. Minimum is 15 min, maximum is 3 days." + } + } } } } From 99844b12a2cb0d2f4f289ad6eac3be5f522afef3 Mon Sep 17 00:00:00 2001 From: Teddy Todorov Date: Sun, 17 Jul 2022 19:36:55 -0700 Subject: [PATCH 05/11] Add mfe.json 2022-06-01-preview changes (#19740) * update mfe.json with 2022-06-01-preview spec * update go.md with preview-2022-06 * add AutoMLJob examples (initial) * add LabelingJob examples (initial) * add Schedule examples (initial) * prettier * update AutoMLJob examples * update LabelingJob examples * update LabelingJob examples * prettier * typo fixes * add Vectorizer to custom-words.txt * add missing * is this a breaking change? * Revert "update go.md with preview-2022-06" This reverts commit b49c64ae0eb258069251c8c13085fd1e5dde56e2. --- custom-words.txt | 1 + .../Job/AutoMLJob/createOrUpdate.json | 252 + .../examples/Job/AutoMLJob/get.json | 97 + .../examples/Job/AutoMLJob/list.json | 100 + .../examples/LabelingJob/createOrUpdate.json | 242 + .../examples/LabelingJob/delete.json | 13 + .../examples/LabelingJob/exportLabels.json | 24 + .../examples/LabelingJob/get.json | 100 + .../examples/LabelingJob/list.json | 104 + .../examples/LabelingJob/pause.json | 12 + .../examples/LabelingJob/resume.json | 13 + .../examples/Schedule/createOrUpdate.json | 119 + .../examples/Schedule/delete.json | 14 + .../examples/Schedule/get.json | 52 + .../examples/Schedule/list.json | 57 + .../preview/2022-06-01-preview/mfe.json | 12535 +++++++++++----- 16 files changed, 10189 insertions(+), 3546 deletions(-) create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/createOrUpdate.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/get.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/list.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/createOrUpdate.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/delete.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/exportLabels.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/get.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/list.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/pause.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/resume.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/createOrUpdate.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/delete.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/get.json create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/list.json diff --git a/custom-words.txt b/custom-words.txt index cb9ffdbf97ba..e70feaf46b1d 100644 --- a/custom-words.txt +++ b/custom-words.txt @@ -2315,6 +2315,7 @@ Vcore Vcores VCPU vcsa +Vectorizer versionid Vertica Vfyc diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/createOrUpdate.json new file mode 100644 index 000000000000..bf7771f23009 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/createOrUpdate.json @@ -0,0 +1,252 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "id": "string", + "api-version": "2022-02-01-preview", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "isArchived": false, + "identity": { + "identityType": "AMLToken" + }, + "jobType": "AutoML", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "9bec0ab0-c62f-4fa9-a97c-7b24bbcc90ad": null + } + } + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "taskDetails": { + "taskType": "ImageClassification", + "limitSettings": { + "maxTrials": 2 + }, + "targetColumnName": "string", + "trainingData": { + "jobInputType": "mltable", + "uri": "string" + }, + "modelSettings": { + "validationCropSize": 2 + }, + "searchSpace": [ + { + "validationCropSize": "choice(2, 360)" + } + ] + }, + "outputs": { + "string": { + "description": "string", + "uri": "string", + "mode": "ReadWriteMount", + "jobOutputType": "uri_file" + } + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "status": "Scheduled", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "status": "string", + "errorMessage": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "isArchived": false, + "identity": { + "identityType": "AMLToken" + }, + "jobType": "AutoML", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "9bec0ab0-c62f-4fa9-a97c-7b24bbcc90ad": null + } + } + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "taskDetails": { + "taskType": "ImageClassification", + "limitSettings": { + "maxTrials": 2 + }, + "targetColumnName": "string", + "trainingData": { + "jobInputType": "mltable", + "uri": "string" + }, + "modelSettings": { + "validationCropSize": 2 + }, + "searchSpace": [ + { + "validationCropSize": "choice(2, 360)" + } + ] + }, + "outputs": { + "string": { + "description": "string", + "uri": "string", + "mode": "ReadWriteMount", + "jobOutputType": "uri_file" + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "ManagedIdentity" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "status": "Scheduled", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "status": "string", + "errorMessage": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "isArchived": false, + "identity": { + "identityType": "AMLToken" + }, + "jobType": "AutoML", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "9bec0ab0-c62f-4fa9-a97c-7b24bbcc90ad": null + } + } + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "taskDetails": { + "taskType": "ImageClassification", + "limitSettings": { + "maxTrials": 2 + }, + "targetColumnName": "string", + "trainingData": { + "jobInputType": "mltable", + "uri": "string" + }, + "modelSettings": { + "validationCropSize": 2 + }, + "searchSpace": [ + { + "validationCropSize": "choice(2, 360)" + } + ] + }, + "outputs": { + "string": { + "description": "string", + "uri": "string", + "mode": "ReadWriteMount", + "jobOutputType": "uri_file" + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "ManagedIdentity" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/get.json new file mode 100644 index 000000000000..a058b7b4970e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/get.json @@ -0,0 +1,97 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "id": "string", + "api-version": "2022-02-01-preview" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "status": "Scheduled", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "status": "string", + "errorMessage": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "isArchived": false, + "identity": { + "identityType": "AMLToken" + }, + "jobType": "AutoML", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "9bec0ab0-c62f-4fa9-a97c-7b24bbcc90ad": null + } + } + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "taskDetails": { + "taskType": "ImageClassification", + "limitSettings": { + "maxTrials": 2 + }, + "targetColumnName": "string", + "trainingData": { + "jobInputType": "mltable", + "uri": "string" + }, + "modelSettings": { + "validationCropSize": 2 + }, + "searchSpace": [ + { + "validationCropSize": "choice(2, 360)" + } + ] + }, + "outputs": { + "string": { + "description": "string", + "uri": "string", + "mode": "ReadWriteMount", + "jobOutputType": "uri_file" + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "ManagedIdentity" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/list.json new file mode 100644 index 000000000000..41c1c3ea5ba9 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Job/AutoMLJob/list.json @@ -0,0 +1,100 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-02-01-preview" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "status": "Scheduled", + "experimentName": "string", + "services": { + "string": { + "jobServiceType": "string", + "port": 1, + "endpoint": "string", + "status": "string", + "errorMessage": "string", + "properties": { + "string": "string" + } + } + }, + "computeId": "string", + "isArchived": false, + "identity": { + "identityType": "AMLToken" + }, + "jobType": "AutoML", + "resources": { + "instanceCount": 1, + "instanceType": "string", + "properties": { + "string": { + "9bec0ab0-c62f-4fa9-a97c-7b24bbcc90ad": null + } + } + }, + "environmentId": "string", + "environmentVariables": { + "string": "string" + }, + "taskDetails": { + "taskType": "ImageClassification", + "limitSettings": { + "maxTrials": 2 + }, + "targetColumnName": "string", + "trainingData": { + "jobInputType": "mltable", + "uri": "string" + }, + "modelSettings": { + "validationCropSize": 2 + }, + "searchSpace": [ + { + "validationCropSize": "choice(2, 360)" + } + ] + }, + "outputs": { + "string": { + "description": "string", + "uri": "string", + "mode": "ReadWriteMount", + "jobOutputType": "uri_file" + } + } + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "User", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "ManagedIdentity" + } + } + ] + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/createOrUpdate.json new file mode 100644 index 000000000000..3c4147087d36 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/createOrUpdate.json @@ -0,0 +1,242 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob", + "body": { + "properties": { + "jobType": "Labeling", + "description": "string", + "tags": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "properties": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "labelCategories": { + "myCategory1": { + "displayName": "myCategory1Title", + "multiSelectEnabled": true, + "classes": { + "myLabelClass1": { + "displayName": "myLabelClass1", + "subclasses": {} + }, + "myLabelClass2": { + "displayName": "myLabelClass2", + "subclasses": {} + } + } + }, + "myCategory2": { + "displayName": "myCategory2Title", + "multiSelectEnabled": true, + "classes": { + "myLabelClass1": { + "displayName": "myLabelClass1", + "subclasses": {} + }, + "myLabelClass2": { + "displayName": "myLabelClass2", + "subclasses": {} + } + } + } + }, + "jobInstructions": { + "uri": "link/to/instructions" + }, + "mlAssistConfiguration": { + "mlAssist": "Enabled", + "inferencingComputeBinding": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/computes/myscoringcompute", + "trainingComputeBinding": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/computes/mytrainingompute" + }, + "labelingJobMediaProperties": { + "mediaType": "Image" + } + } + } + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/labelingJobs/testLabelingJob", + "name": "testLabelingJob", + "type": 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b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/delete.json new file mode 100644 index 000000000000..1ba8bb4c1baf --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/delete.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob" + }, + "responses": { + "200": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/exportLabels.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/exportLabels.json new file mode 100644 index 000000000000..d66b0e3edf6e --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/exportLabels.json @@ -0,0 +1,24 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob", + "body": { + "format": "Dataset" + } + }, + "responses": { + "200": { + "body": { + "format": "Dataset", + "labelingJobId": "string", + "exportedRowCount": 0, + "startDateTime": "2021-02-08T23:34:40.730Z", + "endDateTime": "2021-02-08T23:34:40.730Z" + } + }, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/get.json new file mode 100644 index 000000000000..6a14474d19a9 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/get.json @@ -0,0 +1,100 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob", + "includeJobInstructions": true, + "includeLabelCategories": true + }, + "responses": { + "200": { + "body": { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/labelingJobs/testLabelingJob", + "name": "testLabelingJob", + "type": 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"2021-03-01-preview", + "$skipToken": "skiptoken", + "count": "10" + }, + "responses": { + "200": { + "body": { + "value": [ + { + "id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/labelingJobs/testLabelingJob", + "name": "testLabelingJob", + "type": "Microsoft.MachineLearningServices/workspaces/labelingJobs", + "properties": { + "jobType": "Labeling", + "description": "string", + "tags": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "properties": { + "additionalProp1": "string", + "additionalProp2": "string", + "additionalProp3": "string" + }, + "labelCategories": { + "myCategory1": { + "displayName": "myCategory1Title", + "multiSelectEnabled": true, + "classes": { + "myLabelClass1": { + "displayName": "myLabelClass1", + "subclasses": {} + }, + "myLabelClass2": { + "displayName": "myLabelClass2", + "subclasses": {} + } + } + }, + "myCategory2": { + "displayName": "myCategory2Title", + "multiSelectEnabled": true, + "classes": { + "myLabelClass1": { + "displayName": "myLabelClass1", + "subclasses": {} + }, + "myLabelClass2": { + "displayName": "myLabelClass2", + "subclasses": {} + } + } + } + }, + "jobInstructions": { + "uri": "link/to/instructions" + }, + "mlAssistConfiguration": { + "mlAssist": "Enabled", + "inferencingComputeBinding": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/computes/myscoringcompute", + "trainingComputeBinding": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/computes/mytrainingompute" + }, + "labelingJobMediaProperties": { + "mediaType": "Image" + }, + "projectId": "3fa85f64-5717-4562-b3fc-2c963f66afa6", + "status": "NotStarted", + "progressMetrics": { + 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--- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/pause.json @@ -0,0 +1,12 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob" + }, + "responses": { + "200": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/resume.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/resume.json new file mode 100644 index 000000000000..2d9060120bdf --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/LabelingJob/resume.json @@ -0,0 +1,13 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "workspace-1234", + "workspaceName": "testworkspace", + "api-version": "2021-03-01-preview", + "id": "testLabelingJob" + }, + "responses": { + "200": {}, + "202": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/createOrUpdate.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/createOrUpdate.json new file mode 100644 index 000000000000..d60e6473abc2 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/createOrUpdate.json @@ -0,0 +1,119 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-06-01-preview", + "body": { + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "isEnabled": false, + "trigger": { + "endTime": "string", + "startTime": "string", + "timeZone": "string", + "triggerType": "Cron", + "expression": "string" + }, + "action": { + "actionType": "InvokeBatchEndpoint", + "endpointInvocationDefinition": { + "9965593e-526f-4b89-bb36-761138cf2794": null + } + } + } + } + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "isEnabled": false, + "trigger": { + "endTime": "string", + "startTime": "string", + "timeZone": "string", + "triggerType": "Cron", + "expression": "string" + }, + "action": { + "actionType": "InvokeBatchEndpoint", + "endpointInvocationDefinition": { + "d77a9a9a-4bb5-4c0c-8a77-459be8b82b9f": null + } + }, + "provisioningState": "Succeeded" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "Key", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "Application" + } + } + }, + "201": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "isEnabled": false, + "trigger": { + "endTime": "string", + "startTime": "string", + "timeZone": "string", + "triggerType": "Cron", + "expression": "string" + }, + "action": { + "actionType": "InvokeBatchEndpoint", + "endpointInvocationDefinition": { + "13ea51e0-ff28-49c3-a85d-9b5199eb14e5": null + } + }, + 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"api-version": "2022-06-01-preview" + }, + "responses": { + "200": {}, + "202": {}, + "204": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/get.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/get.json new file mode 100644 index 000000000000..11835b068068 --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/get.json @@ -0,0 +1,52 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "name": "string", + "api-version": "2022-06-01-preview" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "isEnabled": false, + "trigger": { + "endTime": "string", + "startTime": "string", + "timeZone": "string", + "triggerType": "Cron", + "expression": "string" + }, + "action": { + "actionType": "InvokeBatchEndpoint", + "endpointInvocationDefinition": { + "a108545b-def1-4c86-8e53-dbcb1de3a8bc": null + } + }, + "provisioningState": "Creating" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "Key", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "Key" + } + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/list.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/list.json new file mode 100644 index 000000000000..a6a1c208bbcf --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Schedule/list.json @@ -0,0 +1,57 @@ +{ + "parameters": { + "subscriptionId": "00000000-1111-2222-3333-444444444444", + "resourceGroupName": "test-rg", + "workspaceName": "my-aml-workspace", + "api-version": "2022-06-01-preview", + "$skipToken": "string" + }, + "responses": { + "200": { + "headers": {}, + "body": { + "value": [ + { + "id": "string", + "name": "string", + "type": "string", + "properties": { + "description": "string", + "tags": { + "string": "string" + }, + "properties": { + "string": "string" + }, + "displayName": "string", + "isEnabled": false, + "trigger": { + "endTime": "string", + "startTime": "string", + "timeZone": "string", + "triggerType": "Cron", + "expression": "string" + }, + "action": { + "actionType": "InvokeBatchEndpoint", + "endpointInvocationDefinition": { + "00cd1396-a094-4d48-8d86-14c43a55a6af": null + } + }, + "provisioningState": "Deleting" + }, + "systemData": { + "createdAt": "2020-01-01T12:34:56.999Z", + "createdBy": "string", + "createdByType": "Key", + "lastModifiedAt": "2020-01-01T12:34:56.999Z", + "lastModifiedBy": "string", + "lastModifiedByType": "Application" + } + } + ], + "nextLink": "string" + } + } + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json index 611306f25621..ffb34281c516 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json @@ -3305,6 +3305,18 @@ } ] } + }, + { + "in": "query", + "name": "scheduled", + "description": "Indicator whether the job is scheduled job.", + "type": "boolean" + }, + { + "in": "query", + "name": "scheduleId", + "description": "The scheduled id for listing the job triggered from", + "type": "string" } ], "responses": { @@ -3325,6 +3337,9 @@ "List Command Job.": { "$ref": "./examples/Job/CommandJob/list.json" }, + "List AutoML Job.": { + "$ref": "./examples/Job/AutoMLJob/list.json" + }, "List Sweep Job.": { "$ref": "./examples/Job/SweepJob/list.json" }, @@ -3458,6 +3473,9 @@ "Get Command Job.": { "$ref": "./examples/Job/CommandJob/get.json" }, + "Get AutoML Job.": { + "$ref": "./examples/Job/AutoMLJob/get.json" + }, "Get Sweep Job.": { "$ref": "./examples/Job/SweepJob/get.json" }, @@ -3533,6 +3551,9 @@ "CreateOrUpdate Command Job.": { "$ref": "./examples/Job/CommandJob/createOrUpdate.json" }, + "CreateOrUpdate AutoML Job.": { + "$ref": "./examples/Job/AutoMLJob/createOrUpdate.json" + }, "CreateOrUpdate Sweep Job.": { "$ref": "./examples/Job/SweepJob/createOrUpdate.json" }, @@ -3611,13 +3632,13 @@ } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/labelingJobs": { "get": { "tags": [ - "ModelContainer" + "LabelingJob" ], - "summary": "List model containers.", - "operationId": "ModelContainers_List", + "summary": "Lists labeling jobs in the workspace.", + "operationId": "LabelingJobs_List", "produces": [ "application/json" ], @@ -3640,36 +3661,9 @@ { "in": "query", "name": "count", - "description": "Maximum number of results to return.", + "description": "Number of labeling jobs to return.", "type": "integer", "format": "int32" - }, - { - "in": "query", - "name": "listViewType", - "description": "View type for including/excluding (for example) archived entities.", - "type": "string", - "default": "ActiveOnly", - "enum": [ - "ActiveOnly", - "ArchivedOnly", - "All" - ], - "x-ms-enum": { - "name": "ListViewType", - "modelAsString": true, - "values": [ - { - "value": "ActiveOnly" - }, - { - "value": "ArchivedOnly" - }, - { - "value": "All" - } - ] - } } ], "responses": { @@ -3682,13 +3676,13 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/ModelContainerResourceArmPaginatedResult" + "$ref": "#/definitions/LabelingJobResourceArmPaginatedResult" } } }, "x-ms-examples": { - "List Model Container.": { - "$ref": "./examples/ModelContainer/list.json" + "List Labeling Job.": { + "$ref": "./examples/LabelingJob/list.json" } }, "x-ms-pageable": { @@ -3696,13 +3690,13 @@ } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/labelingJobs/{id}": { "delete": { "tags": [ - "ModelContainer" + "LabelingJob" ], - "summary": "Delete container.", - "operationId": "ModelContainers_Delete", + "summary": "Delete a labeling job.", + "operationId": "LabelingJobs_Delete", "produces": [ "application/json" ], @@ -3718,8 +3712,8 @@ }, { "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string" }, @@ -3742,17 +3736,17 @@ } }, "x-ms-examples": { - "Delete Model Container.": { - "$ref": "./examples/ModelContainer/delete.json" + "Delete Labeling Job.": { + "$ref": "./examples/LabelingJob/delete.json" } } }, "get": { "tags": [ - "ModelContainer" + "LabelingJob" ], - "summary": "Get container.", - "operationId": "ModelContainers_Get", + "summary": "Gets a labeling job by name/id.", + "operationId": "LabelingJobs_Get", "produces": [ "application/json" ], @@ -3768,13 +3762,27 @@ }, { "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "includeJobInstructions", + "description": "Boolean value to indicate whether to include JobInstructions in response.", + "type": "boolean", + "default": false + }, + { + "in": "query", + "name": "includeLabelCategories", + "description": "Boolean value to indicate Whether to include LabelCategories in response.", + "type": "boolean", + "default": false } ], "responses": { @@ -3787,22 +3795,22 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/ModelContainerResource" + "$ref": "#/definitions/LabelingJobResource" } } }, "x-ms-examples": { - "Get Model Container.": { - "$ref": "./examples/ModelContainer/get.json" + "Get Labeling Job.": { + "$ref": "./examples/LabelingJob/get.json" } } }, "put": { "tags": [ - "ModelContainer" + "LabelingJob" ], - "summary": "Create or update container.", - "operationId": "ModelContainers_CreateOrUpdate", + "summary": "Creates or updates a labeling job (asynchronous).", + "operationId": "LabelingJobs_CreateOrUpdate", "consumes": [ "application/json" ], @@ -3821,8 +3829,8 @@ }, { "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string", "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" @@ -3833,10 +3841,10 @@ { "in": "body", "name": "body", - "description": "Container entity to create or update.", + "description": "LabelingJob definition object.", "required": true, "schema": { - "$ref": "#/definitions/ModelContainerResource" + "$ref": "#/definitions/LabelingJobResource" } } ], @@ -3847,33 +3855,48 @@ "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" } }, - "200": { - "description": "Success", + "201": { + "description": "Created", "schema": { - "$ref": "#/definitions/ModelContainerResource" + "$ref": "#/definitions/LabelingJobResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } } }, - "201": { - "description": "Created", + "200": { + "description": "Success", "schema": { - "$ref": "#/definitions/ModelContainerResource" + "$ref": "#/definitions/LabelingJobResource" } } }, "x-ms-examples": { - "CreateOrUpdate Model Container.": { - "$ref": "./examples/ModelContainer/createOrUpdate.json" + "CreateOrUpdate Labeling Job.": { + "$ref": "./examples/LabelingJob/createOrUpdate.json" } - } + }, + "x-ms-long-running-operation": true } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions": { - "get": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/labelingJobs/{id}/exportLabels": { + "post": { "tags": [ - "ModelVersion" + "LabelingJob" + ], + "summary": "Export labels from a labeling job (asynchronous).", + "operationId": "LabelingJobs_ExportLabels", + "consumes": [ + "application/json" ], - "summary": "List model versions.", - "operationId": "ModelVersions_List", "produces": [ "application/json" ], @@ -3889,8 +3912,8 @@ }, { "in": "path", - "name": "name", - "description": "Model name. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string" }, @@ -3898,83 +3921,12 @@ "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" }, { - "$ref": "machineLearningServices.json#/parameters/PaginationParameter" - }, - { - "in": "query", - "name": "$orderBy", - "description": "Ordering of list.", - "type": "string" - }, - { - "in": "query", - "name": "$top", - "description": "Maximum number of records to return.", - "type": "integer", - "format": "int32" - }, - { - "in": "query", - "name": "version", - "description": "Model version.", - "type": "string" - }, - { - "in": "query", - "name": "description", - "description": "Model description.", - "type": "string" - }, - { - "in": "query", - "name": "offset", - "description": "Number of initial results to skip.", - "type": "integer", - "format": "int32" - }, - { - "in": "query", - "name": "tags", - "description": "Comma-separated list of tag names (and optionally values). Example: tag1,tag2=value2", - "type": "string" - }, - { - "in": "query", - "name": "properties", - "description": "Comma-separated list of property names (and optionally values). Example: prop1,prop2=value2", - "type": "string" - }, - { - "in": "query", - "name": "feed", - "description": "Name of the feed.", - "type": "string" - }, - { - "in": "query", - "name": "listViewType", - "description": "View type for including/excluding (for example) archived entities.", - "type": "string", - "default": "ActiveOnly", - "enum": [ - "ActiveOnly", - "ArchivedOnly", - "All" - ], - "x-ms-enum": { - "name": "ListViewType", - "modelAsString": true, - "values": [ - { - "value": "ActiveOnly" - }, - { - "value": "ArchivedOnly" - }, - { - "value": "All" - } - ] + "in": "body", + "name": "body", + "description": "The export summary.", + "required": true, + "schema": { + "$ref": "#/definitions/ExportSummary" } } ], @@ -3988,27 +3940,44 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/ModelVersionResourceArmPaginatedResult" + "$ref": "#/definitions/ExportSummary" + } + }, + "202": { + "description": "Accepted", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } } } }, "x-ms-examples": { - "List Model Version.": { - "$ref": "./examples/ModelVersion/list.json" + "ExportLabels Labeling Job.": { + "$ref": "./examples/LabelingJob/exportLabels.json" } }, - "x-ms-pageable": { - "nextLinkName": "nextLink" + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions/{version}": { - "delete": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/labelingJobs/{id}/pause": { + "post": { "tags": [ - "ModelVersion" + "LabelingJob" ], - "summary": "Delete version.", - "operationId": "ModelVersions_Delete", + "summary": "Pause a labeling job.", + "operationId": "LabelingJobs_Pause", "produces": [ "application/json" ], @@ -4024,15 +3993,8 @@ }, { "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", - "required": true, - "type": "string" - }, - { - "in": "path", - "name": "version", - "description": "Version identifier. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string" }, @@ -4049,23 +4011,22 @@ }, "200": { "description": "Success" - }, - "204": { - "description": "No Content" } }, "x-ms-examples": { - "Delete Model Version.": { - "$ref": "./examples/ModelVersion/delete.json" + "Pause Labeling Job.": { + "$ref": "./examples/LabelingJob/pause.json" } } - }, - "get": { + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/labelingJobs/{id}/resume": { + "post": { "tags": [ - "ModelVersion" + "LabelingJob" ], - "summary": "Get version.", - "operationId": "ModelVersions_Get", + "summary": "Resume a labeling job (asynchronous).", + "operationId": "LabelingJobs_Resume", "produces": [ "application/json" ], @@ -4081,90 +4042,13 @@ }, { "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", - "required": true, - "type": "string" - }, - { - "in": "path", - "name": "version", - "description": "Version identifier. This is case-sensitive.", - "required": true, - "type": "string" - }, - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" - } - ], - "responses": { - "default": { - "description": "Error", - "schema": { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" - } - }, - "200": { - "description": "Success", - "schema": { - "$ref": "#/definitions/ModelVersionResource" - } - } - }, - "x-ms-examples": { - "Get Model Version.": { - "$ref": "./examples/ModelVersion/get.json" - } - } - }, - "put": { - "tags": [ - "ModelVersion" - ], - "summary": "Create or update version.", - "operationId": "ModelVersions_CreateOrUpdate", - "consumes": [ - "application/json" - ], - "produces": [ - "application/json" - ], - "parameters": [ - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" - }, - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" - }, - { - "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" - }, - { - "in": "path", - "name": "name", - "description": "Container name. This is case-sensitive.", - "required": true, - "type": "string", - "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" - }, - { - "in": "path", - "name": "version", - "description": "Version identifier. This is case-sensitive.", + "name": "id", + "description": "The name and identifier for the LabelingJob.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" - }, - { - "in": "body", - "name": "body", - "description": "Version entity to create or update.", - "required": true, - "schema": { - "$ref": "#/definitions/ModelVersionResource" - } } ], "responses": { @@ -4175,32 +4059,43 @@ } }, "200": { - "description": "Success", - "schema": { - "$ref": "#/definitions/ModelVersionResource" - } + "description": "Success" }, - "201": { - "description": "Created", - "schema": { - "$ref": "#/definitions/ModelVersionResource" + "202": { + "description": "Accepted", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } } } }, "x-ms-examples": { - "CreateOrUpdate Model Version.": { - "$ref": "./examples/ModelVersion/createOrUpdate.json" + "Resume Labeling Job.": { + "$ref": "./examples/LabelingJob/resume.json" } + }, + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models": { "get": { "tags": [ - "OnlineEndpoint" + "ModelContainer" ], - "summary": "List Online Endpoints.", - "operationId": "OnlineEndpoints_List", + "summary": "List model containers.", + "operationId": "ModelContainers_List", "produces": [ "application/json" ], @@ -4218,62 +4113,40 @@ "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" }, { - "in": "query", - "name": "name", - "description": "Name of the endpoint.", - "type": "string" + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" }, { "in": "query", "name": "count", - "description": "Number of endpoints to be retrieved in a page of results.", + "description": "Maximum number of results to return.", "type": "integer", "format": "int32" }, { "in": "query", - "name": "computeType", - "description": "EndpointComputeType to be filtered by.", - "type": "string", - "enum": [ - "Managed", - "Kubernetes", - "AzureMLCompute" - ], - "x-ms-enum": { - "name": "EndpointComputeType", - "modelAsString": true - } - }, - { - "$ref": "machineLearningServices.json#/parameters/PaginationParameter" - }, - { - "in": "query", - "name": "tags", - "description": "A set of tags with which to filter the returned models. It is a comma separated string of tags key or tags key=value. Example: tagKey1,tagKey2,tagKey3=value3 .", - "type": "string" - }, - { - "in": "query", - "name": "properties", - "description": "A set of properties with which to filter the returned models. It is a comma separated string of properties key and/or properties key=value Example: propKey1,propKey2,propKey3=value3 .", - "type": "string" - }, - { - "in": "query", - "name": "orderBy", - "description": "The option to order the response.", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", "type": "string", + "default": "ActiveOnly", "enum": [ - "CreatedAtDesc", - "CreatedAtAsc", - "UpdatedAtDesc", - "UpdatedAtAsc" + "ActiveOnly", + "ArchivedOnly", + "All" ], "x-ms-enum": { - "name": "OrderString", - "modelAsString": true + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] } } ], @@ -4287,13 +4160,13 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResourceArmPaginatedResult" + "$ref": "#/definitions/ModelContainerResourceArmPaginatedResult" } } }, "x-ms-examples": { - "List Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/list.json" + "List Model Container.": { + "$ref": "./examples/ModelContainer/list.json" } }, "x-ms-pageable": { @@ -4301,13 +4174,13 @@ } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}": { "delete": { "tags": [ - "OnlineEndpoint" + "ModelContainer" ], - "summary": "Delete Online Endpoint (asynchronous).", - "operationId": "OnlineEndpoints_Delete", + "summary": "Delete container.", + "operationId": "ModelContainers_Delete", "produces": [ "application/json" ], @@ -4323,8 +4196,8 @@ }, { "in": "path", - "name": "endpointName", - "description": "Online Endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string" }, @@ -4339,47 +4212,25 @@ "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" } }, - "204": { - "description": "No Content" - }, - "202": { - "description": "Accepted", - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Location": { - "description": "URI to poll for asynchronous operation result.", - "type": "string" - }, - "Retry-After": { - "description": "Duration the client should wait between requests, in seconds.", - "type": "integer", - "format": "int32", - "maximum": 600, - "minimum": 10 - } - } - }, "200": { "description": "Success" + }, + "204": { + "description": "No Content" } }, "x-ms-examples": { - "Delete Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/delete.json" + "Delete Model Container.": { + "$ref": "./examples/ModelContainer/delete.json" } - }, - "x-ms-long-running-operation": true + } }, "get": { "tags": [ - "OnlineEndpoint" + "ModelContainer" ], - "summary": "Get Online Endpoint.", - "operationId": "OnlineEndpoints_Get", + "summary": "Get container.", + "operationId": "ModelContainers_Get", "produces": [ "application/json" ], @@ -4395,8 +4246,8 @@ }, { "in": "path", - "name": "endpointName", - "description": "Online Endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string" }, @@ -4414,22 +4265,22 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" + "$ref": "#/definitions/ModelContainerResource" } } }, "x-ms-examples": { - "Get Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/get.json" + "Get Model Container.": { + "$ref": "./examples/ModelContainer/get.json" } } }, - "patch": { + "put": { "tags": [ - "OnlineEndpoint" + "ModelContainer" ], - "summary": "Update Online Endpoint (asynchronous).", - "operationId": "OnlineEndpoints_Update", + "summary": "Create or update container.", + "operationId": "ModelContainers_CreateOrUpdate", "consumes": [ "application/json" ], @@ -4448,92 +4299,8 @@ }, { "in": "path", - "name": "endpointName", - "description": "Online Endpoint name.", - "required": true, - "type": "string" - }, - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" - }, - { - "in": "body", - "name": "body", - "description": "Online Endpoint entity to apply during operation.", - "required": true, - "schema": { - "$ref": "#/definitions/PartialMinimalTrackedResourceWithIdentity" - } - } - ], - "responses": { - "default": { - "description": "Error", - "schema": { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" - } - }, - "200": { - "description": "Success", - "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" - } - }, - "202": { - "description": "Accepted", - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Location": { - "description": "URI to poll for asynchronous operation result.", - "type": "string" - }, - "Retry-After": { - "description": "Duration the client should wait between requests, in seconds.", - "type": "integer", - "format": "int32", - "maximum": 600, - "minimum": 10 - } - } - } - }, - "x-ms-examples": { - "Update Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/update.json" - } - }, - "x-ms-long-running-operation": true - }, - "put": { - "tags": [ - "OnlineEndpoint" - ], - "summary": "Create or update Online Endpoint (asynchronous).", - "operationId": "OnlineEndpoints_CreateOrUpdate", - "consumes": [ - "application/json" - ], - "produces": [ - "application/json" - ], - "parameters": [ - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" - }, - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" - }, - { - "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" - }, - { - "in": "path", - "name": "endpointName", - "description": "Online Endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string", "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" @@ -4544,10 +4311,10 @@ { "in": "body", "name": "body", - "description": "Online Endpoint entity to apply during operation.", + "description": "Container entity to create or update.", "required": true, "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" + "$ref": "#/definitions/ModelContainerResource" } } ], @@ -4561,42 +4328,30 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" + "$ref": "#/definitions/ModelContainerResource" } }, "201": { "description": "Created", "schema": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" - }, - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Azure-AsyncOperation": { - "description": "URI to poll for asynchronous operation status.", - "type": "string" - } + "$ref": "#/definitions/ModelContainerResource" } } }, "x-ms-examples": { - "CreateOrUpdate Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/createOrUpdate.json" + "CreateOrUpdate Model Container.": { + "$ref": "./examples/ModelContainer/createOrUpdate.json" } - }, - "x-ms-long-running-operation": true + } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions": { "get": { "tags": [ - "OnlineDeployment" + "ModelVersion" ], - "summary": "List Inference Endpoint Deployments.", - "operationId": "OnlineDeployments_List", + "summary": "List model versions.", + "operationId": "ModelVersions_List", "produces": [ "application/json" ], @@ -4612,14 +4367,17 @@ }, { "in": "path", - "name": "endpointName", - "description": "Inference endpoint name.", + "name": "name", + "description": "Model name. This is case-sensitive.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + }, { "in": "query", "name": "$orderBy", @@ -4629,12 +4387,73 @@ { "in": "query", "name": "$top", - "description": "Top of list.", + "description": "Maximum number of records to return.", "type": "integer", "format": "int32" }, { - "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + "in": "query", + "name": "version", + "description": "Model version.", + "type": "string" + }, + { + "in": "query", + "name": "description", + "description": "Model description.", + "type": "string" + }, + { + "in": "query", + "name": "offset", + "description": "Number of initial results to skip.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "tags", + "description": "Comma-separated list of tag names (and optionally values). Example: tag1,tag2=value2", + "type": "string" + }, + { + "in": "query", + "name": "properties", + "description": "Comma-separated list of property names (and optionally values). Example: prop1,prop2=value2", + "type": "string" + }, + { + "in": "query", + "name": "feed", + "description": "Name of the feed.", + "type": "string" + }, + { + "in": "query", + "name": "listViewType", + "description": "View type for including/excluding (for example) archived entities.", + "type": "string", + "default": "ActiveOnly", + "enum": [ + "ActiveOnly", + "ArchivedOnly", + "All" + ], + "x-ms-enum": { + "name": "ListViewType", + "modelAsString": true, + "values": [ + { + "value": "ActiveOnly" + }, + { + "value": "ArchivedOnly" + }, + { + "value": "All" + } + ] + } } ], "responses": { @@ -4647,13 +4466,13 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResourceArmPaginatedResult" + "$ref": "#/definitions/ModelVersionResourceArmPaginatedResult" } } }, "x-ms-examples": { - "List Online Deployments.": { - "$ref": "./examples/OnlineDeployment/list.json" + "List Model Version.": { + "$ref": "./examples/ModelVersion/list.json" } }, "x-ms-pageable": { @@ -4661,13 +4480,13 @@ } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions/{version}": { "delete": { "tags": [ - "OnlineDeployment" + "ModelVersion" ], - "summary": "Delete Inference Endpoint Deployment (asynchronous).", - "operationId": "OnlineDeployments_Delete", + "summary": "Delete version.", + "operationId": "ModelVersions_Delete", "produces": [ "application/json" ], @@ -4683,15 +4502,15 @@ }, { "in": "path", - "name": "endpointName", - "description": "Inference endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string" }, { "in": "path", - "name": "deploymentName", - "description": "Inference Endpoint Deployment name.", + "name": "version", + "description": "Version identifier. This is case-sensitive.", "required": true, "type": "string" }, @@ -4711,42 +4530,20 @@ }, "204": { "description": "No Content" - }, - "202": { - "description": "Accepted", - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Location": { - "description": "URI to poll for asynchronous operation result.", - "type": "string" - }, - "Retry-After": { - "description": "Duration the client should wait between requests, in seconds.", - "type": "integer", - "format": "int32", - "maximum": 600, - "minimum": 10 - } - } } }, "x-ms-examples": { - "Delete Online Deployment.": { - "$ref": "./examples/OnlineDeployment/delete.json" + "Delete Model Version.": { + "$ref": "./examples/ModelVersion/delete.json" } - }, - "x-ms-long-running-operation": true + } }, "get": { "tags": [ - "OnlineDeployment" + "ModelVersion" ], - "summary": "Get Inference Deployment Deployment.", - "operationId": "OnlineDeployments_Get", + "summary": "Get version.", + "operationId": "ModelVersions_Get", "produces": [ "application/json" ], @@ -4762,16 +4559,16 @@ }, { "in": "path", - "name": "endpointName", - "description": "Inference endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string" }, { "in": "path", - "name": "deploymentName", - "description": "Inference Endpoint Deployment name.", - "required": true, + "name": "version", + "description": "Version identifier. This is case-sensitive.", + "required": true, "type": "string" }, { @@ -4788,25 +4585,22 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" + "$ref": "#/definitions/ModelVersionResource" } } }, "x-ms-examples": { - "Get Managed Online Deployment.": { - "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/get.json" - }, - "Get Kubernetes Online Deployment.": { - "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/get.json" + "Get Model Version.": { + "$ref": "./examples/ModelVersion/get.json" } } }, - "patch": { + "put": { "tags": [ - "OnlineDeployment" + "ModelVersion" ], - "summary": "Update Online Deployment (asynchronous).", - "operationId": "OnlineDeployments_Update", + "summary": "Create or update version.", + "operationId": "ModelVersions_CreateOrUpdate", "consumes": [ "application/json" ], @@ -4825,19 +4619,18 @@ }, { "in": "path", - "name": "endpointName", - "description": "Online Endpoint name.", + "name": "name", + "description": "Container name. This is case-sensitive.", "required": true, "type": "string", "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" }, { "in": "path", - "name": "deploymentName", - "description": "Inference Endpoint Deployment name.", + "name": "version", + "description": "Version identifier. This is case-sensitive.", "required": true, - "type": "string", - "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" @@ -4845,10 +4638,10 @@ { "in": "body", "name": "body", - "description": "Online Endpoint entity to apply during operation.", + "description": "Version entity to create or update.", "required": true, "schema": { - "$ref": "#/definitions/PartialMinimalTrackedResourceWithSku" + "$ref": "#/definitions/ModelVersionResource" } } ], @@ -4862,50 +4655,30 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" + "$ref": "#/definitions/ModelVersionResource" } }, - "202": { - "description": "Accepted", - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Location": { - "description": "URI to poll for asynchronous operation result.", - "type": "string" - }, - "Retry-After": { - "description": "Duration the client should wait between requests, in seconds.", - "type": "integer", - "format": "int32", - "maximum": 600, - "minimum": 10 - } + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ModelVersionResource" } } }, "x-ms-examples": { - "Update Managed Online Deployment.": { - "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/update.json" - }, - "Update Kubernetes Online Deployment.": { - "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/update.json" + "CreateOrUpdate Model Version.": { + "$ref": "./examples/ModelVersion/createOrUpdate.json" } - }, - "x-ms-long-running-operation": true - }, - "put": { + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints": { + "get": { "tags": [ - "OnlineDeployment" - ], - "summary": "Create or update Inference Endpoint Deployment (asynchronous).", - "operationId": "OnlineDeployments_CreateOrUpdate", - "consumes": [ - "application/json" + "OnlineEndpoint" ], + "summary": "List Online Endpoints.", + "operationId": "OnlineEndpoints_List", "produces": [ "application/json" ], @@ -4920,31 +4693,65 @@ "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" }, { - "in": "path", - "name": "endpointName", - "description": "Inference endpoint name.", - "required": true, - "type": "string", - "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" }, { - "in": "path", - "name": "deploymentName", - "description": "Inference Endpoint Deployment name.", - "required": true, + "in": "query", + "name": "name", + "description": "Name of the endpoint.", + "type": "string" + }, + { + "in": "query", + "name": "count", + "description": "Number of endpoints to be retrieved in a page of results.", + "type": "integer", + "format": "int32" + }, + { + "in": "query", + "name": "computeType", + "description": "EndpointComputeType to be filtered by.", "type": "string", - "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + "enum": [ + "Managed", + "Kubernetes", + "AzureMLCompute" + ], + "x-ms-enum": { + "name": "EndpointComputeType", + "modelAsString": true + } }, { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" }, { - "in": "body", - "name": "body", - "description": "Inference Endpoint entity to apply during operation.", - "required": true, - "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" + "in": "query", + "name": "tags", + "description": "A set of tags with which to filter the returned models. It is a comma separated string of tags key or tags key=value. Example: tagKey1,tagKey2,tagKey3=value3 .", + "type": "string" + }, + { + "in": "query", + "name": "properties", + "description": "A set of properties with which to filter the returned models. It is a comma separated string of properties key and/or properties key=value Example: propKey1,propKey2,propKey3=value3 .", + "type": "string" + }, + { + "in": "query", + "name": "orderBy", + "description": "The option to order the response.", + "type": "string", + "enum": [ + "CreatedAtDesc", + "CreatedAtAsc", + "UpdatedAtDesc", + "UpdatedAtAsc" + ], + "x-ms-enum": { + "name": "OrderString", + "modelAsString": true } } ], @@ -4958,48 +4765,27 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" - } - }, - "201": { - "description": "Created", - "schema": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" - }, - "headers": { - "x-ms-async-operation-timeout": { - "description": "Timeout for the client to use when polling the asynchronous operation.", - "type": "string", - "format": "duration" - }, - "Azure-AsyncOperation": { - "description": "URI to poll for asynchronous operation status.", - "type": "string" - } + "$ref": "#/definitions/OnlineEndpointTrackedResourceArmPaginatedResult" } } }, "x-ms-examples": { - "CreateOrUpdate Managed Online Deployment.": { - "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json" - }, - "CreateOrUpdate Kubernetes Online Deployment.": { - "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json" + "List Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/list.json" } }, - "x-ms-long-running-operation": true + "x-ms-pageable": { + "nextLinkName": "nextLink" + } } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/getLogs": { - "post": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}": { + "delete": { "tags": [ - "OnlineDeployment" - ], - "summary": "Polls an Endpoint operation.", - "operationId": "OnlineDeployments_GetLogs", - "consumes": [ - "application/json" + "OnlineEndpoint" ], + "summary": "Delete Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_Delete", "produces": [ "application/json" ], @@ -5016,28 +4802,12 @@ { "in": "path", "name": "endpointName", - "description": "Inference endpoint name.", - "required": true, - "type": "string" - }, - { - "in": "path", - "name": "deploymentName", - "description": "The name and identifier for the endpoint.", + "description": "Online Endpoint name.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" - }, - { - "in": "body", - "name": "body", - "description": "The request containing parameters for retrieving logs.", - "required": true, - "schema": { - "$ref": "#/definitions/DeploymentLogsRequest" - } } ], "responses": { @@ -5047,27 +4817,47 @@ "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" } }, - "200": { - "description": "Success", - "schema": { - "$ref": "#/definitions/DeploymentLogs" + "204": { + "description": "No Content" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } } + }, + "200": { + "description": "Success" } }, "x-ms-examples": { - "Get Online Deployment Logs.": { - "$ref": "./examples/OnlineDeployment/getLogs.json" + "Delete Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/delete.json" } - } - } - }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/skus": { + }, + "x-ms-long-running-operation": true + }, "get": { "tags": [ - "OnlineDeployment" + "OnlineEndpoint" ], - "summary": "List Inference Endpoint Deployment Skus.", - "operationId": "OnlineDeployments_ListSkus", + "summary": "Get Online Endpoint.", + "operationId": "OnlineEndpoints_Get", "produces": [ "application/json" ], @@ -5084,29 +4874,12 @@ { "in": "path", "name": "endpointName", - "description": "Inference endpoint name.", - "required": true, - "type": "string" - }, - { - "in": "path", - "name": "deploymentName", - "description": "Inference Endpoint Deployment name.", + "description": "Online Endpoint name.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" - }, - { - "in": "query", - "name": "count", - "description": "Number of Skus to be retrieved in a page of results.", - "type": "integer", - "format": "int32" - }, - { - "$ref": "machineLearningServices.json#/parameters/PaginationParameter" } ], "responses": { @@ -5119,30 +4892,25 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/SkuResourceArmPaginatedResult" + "$ref": "#/definitions/OnlineEndpointTrackedResource" } } }, "x-ms-examples": { - "List Managed Online Deployment Skus.": { - "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json" - }, - "List Kubernetes Online Deployment Skus.": { - "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json" + "Get Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/get.json" } - }, - "x-ms-pageable": { - "nextLinkName": "nextLink" } - } - }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/listKeys": { - "post": { + }, + "patch": { "tags": [ "OnlineEndpoint" ], - "summary": "List EndpointAuthKeys for an Endpoint using Key-based authentication.", - "operationId": "OnlineEndpoints_ListKeys", + "summary": "Update Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_Update", + "consumes": [ + "application/json" + ], "produces": [ "application/json" ], @@ -5165,6 +4933,15 @@ }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Online Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialMinimalTrackedResourceWithIdentity" + } } ], "responses": { @@ -5177,24 +4954,44 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/EndpointAuthKeys" + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } } } }, "x-ms-examples": { - "ListKeys Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/listKeys.json" + "Update Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/update.json" } - } - } - }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/regenerateKeys": { - "post": { + }, + "x-ms-long-running-operation": true + }, + "put": { "tags": [ "OnlineEndpoint" ], - "summary": "Regenerate EndpointAuthKeys for an Endpoint using Key-based authentication (asynchronous).", - "operationId": "OnlineEndpoints_RegenerateKeys", + "summary": "Create or update Online Endpoint (asynchronous).", + "operationId": "OnlineEndpoints_CreateOrUpdate", "consumes": [ "application/json" ], @@ -5216,7 +5013,8 @@ "name": "endpointName", "description": "Online Endpoint name.", "required": true, - "type": "string" + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" @@ -5224,10 +5022,10 @@ { "in": "body", "name": "body", - "description": "RegenerateKeys request .", + "description": "Online Endpoint entity to apply during operation.", "required": true, "schema": { - "$ref": "#/definitions/RegenerateEndpointKeysRequest" + "$ref": "#/definitions/OnlineEndpointTrackedResource" } } ], @@ -5239,43 +5037,44 @@ } }, "200": { - "description": "Success" + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + } }, - "202": { - "description": "Accepted", + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" + }, "headers": { - "Location": { - "description": "URI to poll for asynchronous operation result.", - "type": "string" + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" }, - "Retry-After": { - "description": "Duration the client should wait between requests, in seconds.", - "type": "integer", - "format": "int32", - "maximum": 600, - "minimum": 10 + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" } } } }, "x-ms-examples": { - "RegenerateKeys Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/regenerateKeys.json" + "CreateOrUpdate Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/createOrUpdate.json" } }, - "x-ms-long-running-operation": true, - "x-ms-long-running-operation-options": { - "final-state-via": "location" - } + "x-ms-long-running-operation": true } }, - "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/token": { - "post": { + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments": { + "get": { "tags": [ - "OnlineEndpoint" + "OnlineDeployment" ], - "summary": "Retrieve a valid AAD token for an Endpoint using AMLToken-based authentication.", - "operationId": "OnlineEndpoints_GetToken", + "summary": "List Inference Endpoint Deployments.", + "operationId": "OnlineDeployments_List", "produces": [ "application/json" ], @@ -5292,12 +5091,28 @@ { "in": "path", "name": "endpointName", - "description": "Online Endpoint name.", + "description": "Inference endpoint name.", "required": true, "type": "string" }, { "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "$orderBy", + "description": "Ordering of list.", + "type": "string" + }, + { + "in": "query", + "name": "$top", + "description": "Top of list.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" } ], "responses": { @@ -5310,123 +5125,3645 @@ "200": { "description": "Success", "schema": { - "$ref": "#/definitions/EndpointAuthToken" + "$ref": "#/definitions/OnlineDeploymentTrackedResourceArmPaginatedResult" } } }, "x-ms-examples": { - "GetToken Online Endpoint.": { - "$ref": "./examples/OnlineEndpoint/getToken.json" + "List Online Deployments.": { + "$ref": "./examples/OnlineDeployment/list.json" } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" } } - } - }, - "definitions": { - "AccountKeyDatastoreCredentials": { - "description": "Account key datastore credentials configuration.", - "required": [ - "secrets" - ], - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreCredentials" - } - ], - "properties": { - "secrets": { - "description": "[Required] Storage account secrets.", - "$ref": "#/definitions/AccountKeyDatastoreSecrets", - "x-ms-mutability": [ - "create", - "update" - ], - "x-ms-secret": true - } - }, - "x-ms-discriminator-value": "AccountKey", - "additionalProperties": false - }, - "AccountKeyDatastoreSecrets": { - "description": "Datastore account key secrets.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreSecrets" - } - ], - "properties": { - "key": { - "description": "Storage account key.", - "type": "string", - "x-nullable": true - } - }, - "x-ms-discriminator-value": "AccountKey", - "additionalProperties": false - }, - "AmlToken": { - "description": "AML Token identity configuration.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/IdentityConfiguration" - } - ], - "x-ms-discriminator-value": "AMLToken", - "additionalProperties": false }, - "AssetBase": { - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/ResourceBase" - } - ], - "properties": { - "isAnonymous": { - "description": "If the name version are system generated (anonymous registration).", - "default": false, - "type": "boolean", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "isArchived": { - "description": "Is the asset archived?", - "default": false, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}": { + "delete": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Delete Inference Endpoint Deployment (asynchronous).", + "operationId": "OnlineDeployments_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "204": { + "description": "No Content" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Delete Online Deployment.": { + "$ref": "./examples/OnlineDeployment/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Get Inference Deployment Deployment.", + "operationId": "OnlineDeployments_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + } + }, + "x-ms-examples": { + "Get Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/get.json" + }, + "Get Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/get.json" + } + } + }, + "patch": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Update Online Deployment (asynchronous).", + "operationId": "OnlineDeployments_Update", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Online Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/PartialMinimalTrackedResourceWithSku" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "Update Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/update.json" + }, + "Update Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/update.json" + } + }, + "x-ms-long-running-operation": true + }, + "put": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Create or update Inference Endpoint Deployment (asynchronous).", + "operationId": "OnlineDeployments_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Inference Endpoint entity to apply during operation.", + "required": true, + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/OnlineDeploymentTrackedResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Managed Online Deployment.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/createOrUpdate.json" + }, + "CreateOrUpdate Kubernetes Online Deployment.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/getLogs": { + "post": { + "tags": [ + "OnlineDeployment" + ], + "summary": "Polls an Endpoint operation.", + "operationId": "OnlineDeployments_GetLogs", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "The name and identifier for the endpoint.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "The request containing parameters for retrieving logs.", + "required": true, + "schema": { + "$ref": "#/definitions/DeploymentLogsRequest" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/DeploymentLogs" + } + } + }, + "x-ms-examples": { + "Get Online Deployment Logs.": { + "$ref": "./examples/OnlineDeployment/getLogs.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/deployments/{deploymentName}/skus": { + "get": { + "tags": [ + "OnlineDeployment" + ], + "summary": "List Inference Endpoint Deployment Skus.", + "operationId": "OnlineDeployments_ListSkus", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Inference endpoint name.", + "required": true, + "type": "string" + }, + { + "in": "path", + "name": "deploymentName", + "description": "Inference Endpoint Deployment name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "query", + "name": "count", + "description": "Number of Skus to be retrieved in a page of results.", + "type": "integer", + "format": "int32" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/SkuResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Managed Online Deployment Skus.": { + "$ref": "./examples/OnlineDeployment/ManagedOnlineDeployment/listSkus.json" + }, + "List Kubernetes Online Deployment Skus.": { + "$ref": "./examples/OnlineDeployment/KubernetesOnlineDeployment/listSkus.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/listKeys": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "List EndpointAuthKeys for an Endpoint using Key-based authentication.", + "operationId": "OnlineEndpoints_ListKeys", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EndpointAuthKeys" + } + } + }, + "x-ms-examples": { + "ListKeys Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/listKeys.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/regenerateKeys": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Regenerate EndpointAuthKeys for an Endpoint using Key-based authentication (asynchronous).", + "operationId": "OnlineEndpoints_RegenerateKeys", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "RegenerateKeys request .", + "required": true, + "schema": { + "$ref": "#/definitions/RegenerateEndpointKeysRequest" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "202": { + "description": "Accepted", + "headers": { + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + } + }, + "x-ms-examples": { + "RegenerateKeys Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/regenerateKeys.json" + } + }, + "x-ms-long-running-operation": true, + "x-ms-long-running-operation-options": { + "final-state-via": "location" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/onlineEndpoints/{endpointName}/token": { + "post": { + "tags": [ + "OnlineEndpoint" + ], + "summary": "Retrieve a valid AAD token for an Endpoint using AMLToken-based authentication.", + "operationId": "OnlineEndpoints_GetToken", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "endpointName", + "description": "Online Endpoint name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/EndpointAuthToken" + } + } + }, + "x-ms-examples": { + "GetToken Online Endpoint.": { + "$ref": "./examples/OnlineEndpoint/getToken.json" + } + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/schedules": { + "get": { + "tags": [ + "Schedule" + ], + "summary": "List schedules in specified workspace.", + "operationId": "Schedules_List", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/PaginationParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ScheduleResourceArmPaginatedResult" + } + } + }, + "x-ms-examples": { + "List Schedules.": { + "$ref": "./examples/Schedule/list.json" + } + }, + "x-ms-pageable": { + "nextLinkName": "nextLink" + } + } + }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/schedules/{name}": { + "delete": { + "tags": [ + "Schedule" + ], + "summary": "Delete schedule.", + "operationId": "Schedules_Delete", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Schedule name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success" + }, + "202": { + "description": "Accepted", + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Location": { + "description": "URI to poll for asynchronous operation result.", + "type": "string" + }, + "Retry-After": { + "description": "Duration the client should wait between requests, in seconds.", + "type": "integer", + "format": "int32", + "maximum": 600, + "minimum": 10 + } + } + }, + "204": { + "description": "No Content" + } + }, + "x-ms-examples": { + "Delete Schedule.": { + "$ref": "./examples/Schedule/delete.json" + } + }, + "x-ms-long-running-operation": true + }, + "get": { + "tags": [ + "Schedule" + ], + "summary": "Get schedule.", + "operationId": "Schedules_Get", + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Schedule name.", + "required": true, + "type": "string" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ScheduleResource" + } + } + }, + "x-ms-examples": { + "Get Schedule.": { + "$ref": "./examples/Schedule/get.json" + } + } + }, + "put": { + "tags": [ + "Schedule" + ], + "summary": "Create or update schedule.", + "operationId": "Schedules_CreateOrUpdate", + "consumes": [ + "application/json" + ], + "produces": [ + "application/json" + ], + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "machineLearningServices.json#/parameters/WorkspaceNameParameter" + }, + { + "in": "path", + "name": "name", + "description": "Schedule name.", + "required": true, + "type": "string", + "pattern": "^[a-zA-Z0-9][a-zA-Z0-9\\-_]{0,254}$" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "body", + "description": "Schedule definition.", + "required": true, + "schema": { + "$ref": "#/definitions/ScheduleResource" + } + } + ], + "responses": { + "default": { + "description": "Error", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + }, + "200": { + "description": "Success", + "schema": { + "$ref": "#/definitions/ScheduleResource" + } + }, + "201": { + "description": "Created", + "schema": { + "$ref": "#/definitions/ScheduleResource" + }, + "headers": { + "x-ms-async-operation-timeout": { + "description": "Timeout for the client to use when polling the asynchronous operation.", + "type": "string", + "format": "duration" + }, + "Azure-AsyncOperation": { + "description": "URI to poll for asynchronous operation status.", + "type": "string" + } + } + } + }, + "x-ms-examples": { + "CreateOrUpdate Schedule.": { + "$ref": "./examples/Schedule/createOrUpdate.json" + } + }, + "x-ms-long-running-operation": true + } + } + }, + "definitions": { + "AccountKeyDatastoreCredentials": { + "description": "Account key datastore credentials configuration.", + "required": [ + "secrets" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "secrets": { + "description": "[Required] Storage account secrets.", + "$ref": "#/definitions/AccountKeyDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + } + }, + "x-ms-discriminator-value": "AccountKey", + "additionalProperties": false + }, + "AccountKeyDatastoreSecrets": { + "description": "Datastore account key secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "key": { + "description": "Storage account key.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "AccountKey", + "additionalProperties": false + }, + "AmlToken": { + "description": "AML Token identity configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/IdentityConfiguration" + } + ], + "x-ms-discriminator-value": "AMLToken", + "additionalProperties": false + }, + "AssetBase": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "isAnonymous": { + "description": "If the name version are system generated (anonymous registration).", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "additionalProperties": false + }, + "AssetContainer": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + }, + "latestVersion": { + "description": "The latest version inside this container.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "nextVersion": { + "description": "The next auto incremental version", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "AssetJobInput": { + "description": "Asset input type.", + "required": [ + "uri" + ], + "type": "object", + "properties": { + "mode": { + "description": "Input Asset Delivery Mode.", + "default": "ReadOnlyMount", + "$ref": "#/definitions/InputDeliveryMode", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "uri": { + "description": "[Required] Input Asset URI.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "additionalProperties": false + }, + "AssetJobOutput": { + "description": "Asset output type.", + "type": "object", + "properties": { + "mode": { + "description": "Output Asset Delivery Mode.", + "default": "ReadWriteMount", + "$ref": "#/definitions/OutputDeliveryMode", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "uri": { + "description": "Output Asset URI.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "AssetReferenceBase": { + "description": "Base definition for asset references.", + "required": [ + "referenceType" + ], + "type": "object", + "properties": { + "referenceType": { + "description": "[Required] Specifies the type of asset reference.", + "$ref": "#/definitions/ReferenceType" + } + }, + "discriminator": "referenceType" + }, + "AutoForecastHorizon": { + "description": "Forecast horizon determined automatically by system.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ForecastHorizon" + } + ], + "x-ms-discriminator-value": "Auto", + "additionalProperties": false + }, + "AutoMLJob": { + "description": "AutoMLJob class.\r\nUse this class for executing AutoML tasks like Classification/Regression etc.\r\nSee TaskType enum for all the tasks supported.", + "required": [ + "taskDetails" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], + "properties": { + "environmentId": { + "description": "The ARM resource ID of the Environment specification for the job.\r\nThis is optional value to provide, if not provided, AutoML will default this to Production AutoML curated environment version when running the job.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "environmentVariables": { + "description": "Environment variables included in the job.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "outputs": { + "description": "Mapping of output data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "resources": { + "description": "Compute Resource configuration for the job.", + "default": "{}", + "$ref": "#/definitions/JobResourceConfiguration", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "taskDetails": { + "description": "[Required] This represents scenario which can be one of Tables/NLP/Image", + "$ref": "#/definitions/AutoMLVertical" + } + }, + "x-ms-discriminator-value": "AutoML", + "additionalProperties": false + }, + "AutoMLVertical": { + "description": "AutoML vertical class.\r\nBase class for AutoML verticals - TableVertical/ImageVertical/NLPVertical", + "required": [ + "taskType", + "trainingData" + ], + "type": "object", + "properties": { + "logVerbosity": { + "description": "Log verbosity for the job.", + "default": "Info", + "$ref": "#/definitions/LogVerbosity" + }, + "targetColumnName": { + "description": "Target column name: This is prediction values column.\r\nAlso known as label column name in context of classification tasks.", + "type": "string", + "x-nullable": true + }, + "taskType": { + "description": "[Required] Task type for AutoMLJob.", + "$ref": "#/definitions/TaskType", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "trainingData": { + "description": "[Required] Training data input.", + "$ref": "#/definitions/MLTableJobInput" + } + }, + "discriminator": "taskType" + }, + "AutoNCrossValidations": { + "description": "N-Cross validations determined automatically.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/NCrossValidations" + } + ], + "x-ms-discriminator-value": "Auto", + "additionalProperties": false + }, + "AutoSeasonality": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Seasonality" + } + ], + "x-ms-discriminator-value": "Auto", + "additionalProperties": false + }, + "AutoTargetLags": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TargetLags" + } + ], + "x-ms-discriminator-value": "Auto", + "additionalProperties": false + }, + "AutoTargetRollingWindowSize": { + "description": "Target lags rolling window determined automatically.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TargetRollingWindowSize" + } + ], + "x-ms-discriminator-value": "Auto", + "additionalProperties": false + }, + "AzureBlobDatastore": { + "description": "Azure Blob datastore configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AzureDatastore" + }, + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "Storage account name.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "containerName": { + "description": "Storage account container name.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureBlob", + "additionalProperties": false + }, + "AzureDataLakeGen1Datastore": { + "description": "Azure Data Lake Gen1 datastore configuration.", + "required": [ + "storeName" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AzureDatastore" + }, + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "storeName": { + "description": "[Required] Azure Data Lake store name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureDataLakeGen1", + "additionalProperties": false + }, + "AzureDataLakeGen2Datastore": { + "description": "Azure Data Lake Gen2 datastore configuration.", + "required": [ + "accountName", + "filesystem" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AzureDatastore" + }, + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "[Required] Storage account name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "filesystem": { + "description": "[Required] The name of the Data Lake Gen2 filesystem.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureDataLakeGen2", + "additionalProperties": false + }, + "AzureDatastore": { + "description": "Base definition for Azure datastore contents configuration.", + "type": "object", + "properties": { + "resourceGroup": { + "description": "Azure Resource Group name", + "type": "string", + "x-nullable": true + }, + "subscriptionId": { + "description": "Azure Subscription Id", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "AzureFileDatastore": { + "description": "Azure File datastore configuration.", + "required": [ + "accountName", + "fileShareName" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AzureDatastore" + }, + { + "$ref": "#/definitions/Datastore" + } + ], + "properties": { + "accountName": { + "description": "[Required] Storage account name.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "endpoint": { + "description": "Azure cloud endpoint for the storage account.", + "type": "string", + "example": "core.windows.net", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "fileShareName": { + "description": "[Required] The name of the Azure file share that the datastore points to.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "protocol": { + "description": "Protocol used to communicate with the storage account.", + "type": "string", + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "serviceDataAccessAuthIdentity": { + "description": "Indicates which identity to use to authenticate service data access to customer's storage.", + "default": "None", + "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "AzureFile", + "additionalProperties": false + }, + "BanditPolicy": { + "description": "Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EarlyTerminationPolicy" + } + ], + "properties": { + "slackAmount": { + "format": "float", + "description": "Absolute distance allowed from the best performing run.", + "default": 0, + "type": "number" + }, + "slackFactor": { + "format": "float", + "description": "Ratio of the allowed distance from the best performing run.", + "default": 0, + "type": "number" + } + }, + "x-ms-discriminator-value": "Bandit", + "additionalProperties": false + }, + "BatchDeployment": { + "description": "Batch inference settings per deployment.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointDeploymentPropertiesBase" + } + ], + "properties": { + "compute": { + "description": "Compute target for batch inference operation.", + "type": "string", + "x-nullable": true + }, + "errorThreshold": { + "format": "int32", + "description": "Error threshold, if the error count for the entire input goes above this value,\r\nthe batch inference will be aborted. Range is [-1, int.MaxValue].\r\nFor FileDataset, this value is the count of file failures.\r\nFor TabularDataset, this value is the count of record failures.\r\nIf set to -1 (the lower bound), all failures during batch inference will be ignored.", + "default": -1, + "type": "integer" + }, + "loggingLevel": { + "description": "Logging level for batch inference operation.", + "default": "Info", + "$ref": "#/definitions/BatchLoggingLevel" + }, + "maxConcurrencyPerInstance": { + "format": "int32", + "description": "Indicates maximum number of parallelism per instance.", + "default": 1, + "type": "integer" + }, + "miniBatchSize": { + "format": "int64", + "description": "Size of the mini-batch passed to each batch invocation.\r\nFor FileDataset, this is the number of files per mini-batch.\r\nFor TabularDataset, this is the size of the records in bytes, per mini-batch.", + "default": 10, + "type": "integer" + }, + "model": { + "description": "Reference to the model asset for the endpoint deployment.", + "$ref": "#/definitions/AssetReferenceBase", + "x-nullable": true + }, + "outputAction": { + "description": "Indicates how the output will be organized.", + "default": "AppendRow", + "$ref": "#/definitions/BatchOutputAction" + }, + "outputFileName": { + "description": "Customized output file name for append_row output action.", + "default": "predictions.csv", + "type": "string" + }, + "provisioningState": { + "description": "Provisioning state for the endpoint deployment.", + "$ref": "#/definitions/DeploymentProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "resources": { + "description": "Indicates compute configuration for the job.\r\nIf not provided, will default to the defaults defined in ResourceConfiguration.", + "$ref": "#/definitions/DeploymentResourceConfiguration", + "x-nullable": true + }, + "retrySettings": { + "description": "Retry Settings for the batch inference operation.\r\nIf not provided, will default to the defaults defined in BatchRetrySettings.", + "$ref": "#/definitions/BatchRetrySettings", + "x-nullable": true + } + }, + "x-ms-client-name": "BatchDeploymentProperties", + "additionalProperties": false + }, + "BatchDeploymentTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/BatchDeployment" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "BatchDeployment", + "additionalProperties": false + }, + "BatchDeploymentTrackedResourceArmPaginatedResult": { + "description": "A paginated list of BatchDeployment entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of BatchDeployment objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type BatchDeployment.", + "type": "array", + "items": { + "$ref": "#/definitions/BatchDeploymentTrackedResource" + } + } + }, + "additionalProperties": false + }, + "BatchEndpoint": { + "description": "Batch endpoint configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointPropertiesBase" + } + ], + "properties": { + "defaults": { + "description": "Default values for Batch Endpoint", + "$ref": "#/definitions/BatchEndpointDefaults", + "x-nullable": true + }, + "provisioningState": { + "description": "Provisioning state for the endpoint.", + "$ref": "#/definitions/EndpointProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + } + }, + "x-ms-client-name": "BatchEndpointProperties", + "additionalProperties": false + }, + "BatchEndpointDefaults": { + "description": "Batch endpoint default values", + "type": "object", + "properties": { + "deploymentName": { + "description": "Name of the deployment that will be default for the endpoint.\r\nThis deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "BatchEndpointTrackedResource": { + "required": [ + "location", + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/BatchEndpoint" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + } + }, + "x-ms-client-name": "BatchEndpoint", + "additionalProperties": false + }, + "BatchEndpointTrackedResourceArmPaginatedResult": { + "description": "A paginated list of BatchEndpoint entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of BatchEndpoint objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type BatchEndpoint.", + "type": "array", + "items": { + "$ref": "#/definitions/BatchEndpointTrackedResource" + } + } + }, + "additionalProperties": false + }, + "BatchLoggingLevel": { + "description": "Log verbosity for batch inferencing.\r\nIncreasing verbosity order for logging is : Warning, Info and Debug.\r\nThe default value is Info.", + "enum": [ + "Info", + "Warning", + "Debug" + ], + "type": "string", + "x-ms-enum": { + "name": "BatchLoggingLevel", + "modelAsString": true, + "values": [ + { + "value": "Info" + }, + { + "value": "Warning" + }, + { + "value": "Debug" + } + ] + }, + "additionalProperties": false + }, + "BatchOutputAction": { + "description": "Enum to determine how batch inferencing will handle output", + "enum": [ + "SummaryOnly", + "AppendRow" + ], + "type": "string", + "x-ms-enum": { + "name": "BatchOutputAction", + "modelAsString": true, + "values": [ + { + "value": "SummaryOnly" + }, + { + "value": "AppendRow" + } + ] + }, + "additionalProperties": false + }, + "BatchRetrySettings": { + "description": "Retry settings for a batch inference operation.", + "type": "object", + "properties": { + "maxRetries": { + "format": "int32", + "description": "Maximum retry count for a mini-batch", + "default": 3, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "Invocation timeout for a mini-batch, in ISO 8601 format.", + "default": "PT30S", + "type": "string" + } + }, + "additionalProperties": false + }, + "BayesianSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that generates values based on previous values", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/SamplingAlgorithm" + } + ], + "x-ms-discriminator-value": "Bayesian", + "additionalProperties": false + }, + "BlockedTransformers": { + "description": "Enum for all classification models supported by AutoML.", + "enum": [ + "TextTargetEncoder", + "OneHotEncoder", + "CatTargetEncoder", + "TfIdf", + "WoETargetEncoder", + "LabelEncoder", + "WordEmbedding", + "NaiveBayes", + "CountVectorizer", + "HashOneHotEncoder" + ], + "type": "string", + "x-ms-enum": { + "name": "BlockedTransformers", + "modelAsString": true, + "values": [ + { + "value": "TextTargetEncoder", + "description": "Target encoding for text data." + }, + { + "value": "OneHotEncoder", + "description": "Ohe hot encoding creates a binary feature transformation." + }, + { + "value": "CatTargetEncoder", + "description": "Target encoding for categorical data." + }, + { + "value": "TfIdf", + "description": "Tf-Idf stands for, term-frequency times inverse document-frequency. This is a common term weighting scheme for identifying information from documents." + }, + { + "value": "WoETargetEncoder", + "description": "Weight of Evidence encoding is a technique used to encode categorical variables. It uses the natural log of the P(1)/P(0) to create weights." + }, + { + "value": "LabelEncoder", + "description": "Label encoder converts labels/categorical variables in a numerical form." + }, + { + "value": "WordEmbedding", + "description": "Word embedding helps represents words or phrases as a vector, or a series of numbers." + }, + { + "value": "NaiveBayes", + "description": "Naive Bayes is a classified that is used for classification of discrete features that are categorically distributed." + }, + { + "value": "CountVectorizer", + "description": "Count Vectorizer converts a collection of text documents to a matrix of token counts." + }, + { + "value": "HashOneHotEncoder", + "description": "Hashing One Hot Encoder can turn categorical variables into a limited number of new features. This is often used for high-cardinality categorical features." + } + ] + }, + "additionalProperties": false + }, + "BuildContext": { + "description": "Configuration settings for Docker build context", + "required": [ + "contextUri" + ], + "type": "object", + "properties": { + "contextUri": { + "description": "[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs.\r\n", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "example": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "dockerfilePath": { + "description": "Path to the Dockerfile in the build context.\r\n", + "default": "Dockerfile", + "type": "string", + "example": "prod/Dockerfile", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "CertificateDatastoreCredentials": { + "description": "Certificate datastore credentials configuration.", + "required": [ + "clientId", + "secrets", + "tenantId", + "thumbprint" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "properties": { + "authorityUrl": { + "description": "Authority URL used for authentication.", + "type": "string", + "x-nullable": true + }, + "clientId": { + "format": "uuid", + "description": "[Required] Service principal client ID.", + "type": "string" + }, + "resourceUrl": { + "description": "Resource the service principal has access to.", + "type": "string", + "x-nullable": true + }, + "secrets": { + "description": "[Required] Service principal secrets.", + "$ref": "#/definitions/CertificateDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + }, + "tenantId": { + "format": "uuid", + "description": "[Required] ID of the tenant to which the service principal belongs.", + "type": "string" + }, + "thumbprint": { + "description": "[Required] Thumbprint of the certificate used for authentication.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "x-ms-discriminator-value": "Certificate", + "additionalProperties": false + }, + "CertificateDatastoreSecrets": { + "description": "Datastore certificate secrets.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreSecrets" + } + ], + "properties": { + "certificate": { + "description": "Service principal certificate.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Certificate", + "additionalProperties": false + }, + "Classification": { + "description": "Classification task in AutoML Table vertical.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TableVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "positiveLabel": { + "description": "Positive label for binary metrics calculation.", + "type": "string", + "x-nullable": true + }, + "primaryMetric": { + "description": "Primary metric for the task.", + "default": "AUCWeighted", + "$ref": "#/definitions/ClassificationPrimaryMetrics" + }, + "trainingSettings": { + "description": "Inputs for training phase for an AutoML Job.", + "$ref": "#/definitions/ClassificationTrainingSettings", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Classification", + "additionalProperties": false + }, + "ClassificationModels": { + "description": "Enum for all classification models supported by AutoML.", + "enum": [ + "LogisticRegression", + "SGD", + "MultinomialNaiveBayes", + "BernoulliNaiveBayes", + "SVM", + "LinearSVM", + "KNN", + "DecisionTree", + "RandomForest", + "ExtremeRandomTrees", + "LightGBM", + "GradientBoosting", + "XGBoostClassifier" + ], + "type": "string", + "x-ms-enum": { + "name": "ClassificationModels", + "modelAsString": true, + "values": [ + { + "value": "LogisticRegression", + "description": "Logistic regression is a fundamental classification technique.\nIt belongs to the group of linear classifiers and is somewhat similar to polynomial and linear regression.\nLogistic regression is fast and relatively uncomplicated, and it's convenient for you to interpret the results.\nAlthough it's essentially a method for binary classification, it can also be applied to multiclass problems." + }, + { + "value": "SGD", + "description": "SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications\nto find the model parameters that correspond to the best fit between predicted and actual outputs." + }, + { + "value": "MultinomialNaiveBayes", + "description": "The multinomial Naive Bayes classifier is suitable for classification with discrete features (e.g., word counts for text classification).\nThe multinomial distribution normally requires integer feature counts. However, in practice, fractional counts such as tf-idf may also work." + }, + { + "value": "BernoulliNaiveBayes", + "description": "Naive Bayes classifier for multivariate Bernoulli models." + }, + { + "value": "SVM", + "description": "A support vector machine (SVM) is a supervised machine learning model that uses classification algorithms for two-group classification problems.\nAfter giving an SVM model sets of labeled training data for each category, they're able to categorize new text." + }, + { + "value": "LinearSVM", + "description": "A support vector machine (SVM) is a supervised machine learning model that uses classification algorithms for two-group classification problems.\nAfter giving an SVM model sets of labeled training data for each category, they're able to categorize new text.\nLinear SVM performs best when input data is linear, i.e., data can be easily classified by drawing the straight line between classified values on a plotted graph." + }, + { + "value": "KNN", + "description": "K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints\nwhich further means that the new data point will be assigned a value based on how closely it matches the points in the training set." + }, + { + "value": "DecisionTree", + "description": "Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks.\nThe goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features." + }, + { + "value": "RandomForest", + "description": "Random forest is a supervised learning algorithm.\nThe \"forest\" it builds, is an ensemble of decision trees, usually trained with the “bagging” method.\nThe general idea of the bagging method is that a combination of learning models increases the overall result." + }, + { + "value": "ExtremeRandomTrees", + "description": "Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm." + }, + { + "value": "LightGBM", + "description": "LightGBM is a gradient boosting framework that uses tree based learning algorithms." + }, + { + "value": "GradientBoosting", + "description": "The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution." + }, + { + "value": "XGBoostClassifier", + "description": "XGBoost: Extreme Gradient Boosting Algorithm. This algorithm is used for structured data where target column values can be divided into distinct class values." + } + ] + }, + "additionalProperties": false + }, + "ClassificationMultilabelPrimaryMetrics": { + "description": "Primary metrics for classification multilabel tasks.", + "enum": [ + "AUCWeighted", + "Accuracy", + "NormMacroRecall", + "AveragePrecisionScoreWeighted", + "PrecisionScoreWeighted", + "IOU" + ], + "type": "string", + "x-ms-enum": { + "name": "ClassificationMultilabelPrimaryMetrics", + "modelAsString": true, + "values": [ + { + "value": "AUCWeighted", + "description": "AUC is the Area under the curve.\nThis metric represents arithmetic mean of the score for each class,\nweighted by the number of true instances in each class." + }, + { + "value": "Accuracy", + "description": "Accuracy is the ratio of predictions that exactly match the true class labels." + }, + { + "value": "NormMacroRecall", + "description": "Normalized macro recall is recall macro-averaged and normalized, so that random\nperformance has a score of 0, and perfect performance has a score of 1." + }, + { + "value": "AveragePrecisionScoreWeighted", + "description": "The arithmetic mean of the average precision score for each class, weighted by\nthe number of true instances in each class." + }, + { + "value": "PrecisionScoreWeighted", + "description": "The arithmetic mean of precision for each class, weighted by number of true instances in each class." + }, + { + "value": "IOU", + "description": "Intersection Over Union. Intersection of predictions divided by union of predictions." + } + ] + }, + "additionalProperties": false + }, + "ClassificationPrimaryMetrics": { + "description": "Primary metrics for classification tasks.", + "enum": [ + "AUCWeighted", + "Accuracy", + "NormMacroRecall", + "AveragePrecisionScoreWeighted", + "PrecisionScoreWeighted" + ], + "type": "string", + "x-ms-enum": { + "name": "ClassificationPrimaryMetrics", + "modelAsString": true, + "values": [ + { + "value": "AUCWeighted", + "description": "AUC is the Area under the curve.\nThis metric represents arithmetic mean of the score for each class,\nweighted by the number of true instances in each class." + }, + { + "value": "Accuracy", + "description": "Accuracy is the ratio of predictions that exactly match the true class labels." + }, + { + "value": "NormMacroRecall", + "description": "Normalized macro recall is recall macro-averaged and normalized, so that random\nperformance has a score of 0, and perfect performance has a score of 1." + }, + { + "value": "AveragePrecisionScoreWeighted", + "description": "The arithmetic mean of the average precision score for each class, weighted by\nthe number of true instances in each class." + }, + { + "value": "PrecisionScoreWeighted", + "description": "The arithmetic mean of precision for each class, weighted by number of true instances in each class." + } + ] + }, + "additionalProperties": false + }, + "ClassificationTrainingSettings": { + "description": "Classification Training related configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TrainingSettings" + } + ], + "properties": { + "allowedTrainingAlgorithms": { + "description": "Allowed models for classification task.", + "type": "array", + "items": { + "$ref": "#/definitions/ClassificationModels" + }, + "x-nullable": true + }, + "blockedTrainingAlgorithms": { + "description": "Blocked models for classification task.", + "type": "array", + "items": { + "$ref": "#/definitions/ClassificationModels" + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "CocoExportSummary": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ExportSummary" + } + ], + "properties": { + "containerName": { + "description": "The container name to which the labels will be exported.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "snapshotPath": { + "description": "The output path where the labels will be exported.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Coco", + "additionalProperties": false + }, + "CodeConfiguration": { + "description": "Configuration for a scoring code asset.", + "required": [ + "scoringScript" + ], + "type": "object", + "properties": { + "codeId": { + "description": "ARM resource ID of the code asset.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "scoringScript": { + "description": "[Required] The script to execute on startup. eg. \"score.py\"", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "CodeContainer": { + "description": "Container for code asset versions.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "CodeContainerProperties", + "additionalProperties": false + }, + "CodeContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/CodeContainer" + } + }, + "x-ms-client-name": "CodeContainer", + "additionalProperties": false + }, + "CodeContainerResourceArmPaginatedResult": { + "description": "A paginated list of CodeContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of CodeContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type CodeContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/CodeContainerResource" + } + } + }, + "additionalProperties": false + }, + "CodeVersion": { + "description": "Code asset version details.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "codeUri": { + "description": "Uri where code is located", + "type": "string", + "example": "https://blobStorage/folderName", + "x-nullable": true + } + }, + "x-ms-client-name": "CodeVersionProperties", + "additionalProperties": false + }, + "CodeVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/CodeVersion" + } + }, + "x-ms-client-name": "CodeVersion", + "additionalProperties": false + }, + "CodeVersionResourceArmPaginatedResult": { + "description": "A paginated list of CodeVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of CodeVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type CodeVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/CodeVersionResource" + } + } + }, + "additionalProperties": false + }, + "ColumnTransformer": { + "description": "Column transformer parameters.", + "type": "object", + "properties": { + "fields": { + "description": "Fields to apply transformer logic on.", + "type": "array", + "items": { + "type": "string" + }, + "x-nullable": true + }, + "parameters": { + "description": "Different properties to be passed to transformer.\r\nInput expected is dictionary of key,value pairs in JSON format.", + "type": "object", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "CommandJob": { + "description": "Command job definition.", + "required": [ + "command", + "environmentId" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], + "properties": { + "codeId": { + "description": "ARM resource ID of the code asset.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "command": { + "description": "[Required] The command to execute on startup of the job. eg. \"python train.py\"", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "distribution": { + "description": "Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.", + "$ref": "#/definitions/DistributionConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "environmentId": { + "description": "[Required] The ARM resource ID of the Environment specification for the job.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "environmentVariables": { + "description": "Environment variables included in the job.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "inputs": { + "description": "Mapping of input data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "limits": { + "description": "Command Job limit.", + "$ref": "#/definitions/CommandJobLimits", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "outputs": { + "description": "Mapping of output data bindings used in the job.", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "parameters": { + "description": "Input parameters.", + "type": "object", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "resources": { + "description": "Compute Resource configuration for the job.", + "default": "{}", + "$ref": "#/definitions/JobResourceConfiguration", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "Command", + "additionalProperties": false + }, + "CommandJobLimits": { + "description": "Command Job limit class.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobLimits" + } + ], + "x-ms-discriminator-value": "Command", + "additionalProperties": false + }, + "ComponentContainer": { + "description": "Component container definition.\r\n", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "x-ms-client-name": "ComponentContainerProperties", + "additionalProperties": false + }, + "ComponentContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ComponentContainer" + } + }, + "x-ms-client-name": "ComponentContainer", + "additionalProperties": false + }, + "ComponentContainerResourceArmPaginatedResult": { + "description": "A paginated list of ComponentContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ComponentContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ComponentContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/ComponentContainerResource" + } + } + }, + "additionalProperties": false + }, + "ComponentVersion": { + "description": "Definition of a component version: defines resources that span component types.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "componentSpec": { + "description": "Defines Component definition details.\r\n", + "type": "object", + "example": { + "name": "Hello_Python_World", + "display_name": "Hello_Python_World", + "version": 1, + "type": "command", + "code": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/mycode/versions/1", + "environment": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/AzureML-Tutorial/versions/1", + "command": "python hello.py" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "x-ms-client-name": "ComponentVersionProperties", + "additionalProperties": false + }, + "ComponentVersionResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/ComponentVersion" + } + }, + "x-ms-client-name": "ComponentVersion", + "additionalProperties": false + }, + "ComponentVersionResourceArmPaginatedResult": { + "description": "A paginated list of ComponentVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of ComponentVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type ComponentVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/ComponentVersionResource" + } + } + }, + "additionalProperties": false + }, + "ContainerResourceRequirements": { + "description": "Resource requirements for each container instance within an online deployment.", + "type": "object", + "properties": { + "containerResourceLimits": { + "description": "Container resource limit info:", + "$ref": "#/definitions/ContainerResourceSettings", + "x-nullable": true + }, + "containerResourceRequests": { + "description": "Container resource request info:", + "$ref": "#/definitions/ContainerResourceSettings", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ContainerResourceSettings": { + "type": "object", + "properties": { + "cpu": { + "description": "Number of vCPUs request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "1", + "x-nullable": true + }, + "gpu": { + "description": "Number of Nvidia GPU cards request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "1", + "x-nullable": true + }, + "memory": { + "description": "Memory size request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "type": "string", + "example": "2Gi", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ContainerType": { + "enum": [ + "StorageInitializer", + "InferenceServer" + ], + "type": "string", + "x-ms-enum": { + "name": "ContainerType", + "modelAsString": true, + "values": [ + { + "value": "StorageInitializer" + }, + { + "value": "InferenceServer" + } + ] + }, + "additionalProperties": false + }, + "CredentialsType": { + "description": "Enum to determine the datastore credentials type.", + "enum": [ + "AccountKey", + "Certificate", + "None", + "Sas", + "ServicePrincipal", + "KerberosKeytab", + "KerberosPassword" + ], + "type": "string", + "x-ms-enum": { + "name": "CredentialsType", + "modelAsString": true, + "values": [ + { + "value": "AccountKey" + }, + { + "value": "Certificate" + }, + { + "value": "None" + }, + { + "value": "Sas" + }, + { + "value": "ServicePrincipal" + }, + { + "value": "KerberosKeytab" + }, + { + "value": "KerberosPassword" + } + ] + }, + "additionalProperties": false + }, + "CronTrigger": { + "required": [ + "expression" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TriggerBase" + } + ], + "properties": { + "expression": { + "description": "[Required] Specifies cron expression of schedule.\r\nThe expression should follow NCronTab format.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "x-ms-discriminator-value": "Cron", + "additionalProperties": false + }, + "CsvExportSummary": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ExportSummary" + } + ], + "properties": { + "containerName": { + "description": "The container name to which the labels will be exported.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "snapshotPath": { + "description": "The output path where the labels will be exported.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "CSV", + "additionalProperties": false + }, + "CustomForecastHorizon": { + "description": "The desired maximum forecast horizon in units of time-series frequency.", + "required": [ + "value" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ForecastHorizon" + } + ], + "properties": { + "value": { + "format": "int32", + "description": "[Required] Forecast horizon value.", + "type": "integer" + } + }, + "x-ms-discriminator-value": "Custom", + "additionalProperties": false + }, + "CustomModelJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } + ], + "x-ms-discriminator-value": "custom_model", + "additionalProperties": false + }, + "CustomModelJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "custom_model", + "additionalProperties": false + }, + "CustomNCrossValidations": { + "description": "N-Cross validations are specified by user.", + "required": [ + "value" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/NCrossValidations" + } + ], + "properties": { + "value": { + "format": "int32", + "description": "[Required] N-Cross validations value.", + "type": "integer" + } + }, + "x-ms-discriminator-value": "Custom", + "additionalProperties": false + }, + "CustomSeasonality": { + "required": [ + "value" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Seasonality" + } + ], + "properties": { + "value": { + "format": "int32", + "description": "[Required] Seasonality value.", + "type": "integer" + } + }, + "x-ms-discriminator-value": "Custom", + "additionalProperties": false + }, + "CustomTargetLags": { + "required": [ + "values" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TargetLags" + } + ], + "properties": { + "values": { + "description": "[Required] Set target lags values.", + "type": "array", + "items": { + "format": "int32", + "type": "integer" + } + } + }, + "x-ms-discriminator-value": "Custom", + "additionalProperties": false + }, + "CustomTargetRollingWindowSize": { + "required": [ + "value" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TargetRollingWindowSize" + } + ], + "properties": { + "value": { + "format": "int32", + "description": "[Required] TargetRollingWindowSize value.", + "type": "integer" + } + }, + "x-ms-discriminator-value": "Custom", + "additionalProperties": false + }, + "DataContainer": { + "description": "Container for data asset versions.", + "required": [ + "dataType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" + } + ], + "properties": { + "dataType": { + "description": "[Required] Specifies the type of data.", + "$ref": "#/definitions/DataType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-client-name": "DataContainerProperties", + "additionalProperties": false + }, + "DataContainerResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/DataContainer" + } + }, + "x-ms-client-name": "DataContainer", + "additionalProperties": false + }, + "DataContainerResourceArmPaginatedResult": { + "description": "A paginated list of DataContainer entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of DataContainer objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type DataContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/DataContainerResource" + } + } + }, + "additionalProperties": false + }, + "DataPathAssetReference": { + "description": "Reference to an asset via its path in a datastore.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetReferenceBase" + } + ], + "properties": { + "datastoreId": { + "description": "ARM resource ID of the datastore where the asset is located.", + "type": "string", + "x-nullable": true + }, + "path": { + "description": "The path of the file/directory in the datastore.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "DataPath", + "additionalProperties": false + }, + "DatasetExportSummary": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ExportSummary" + } + ], + "properties": { + "labeledAssetName": { + "description": "The unique name of the labeled data asset.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Dataset", + "additionalProperties": false + }, + "Datastore": { + "description": "Base definition for datastore contents configuration.", + "required": [ + "credentials", + "datastoreType" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], + "properties": { + "credentials": { + "description": "[Required] Account credentials.", + "$ref": "#/definitions/DatastoreCredentials" + }, + "datastoreType": { + "description": "[Required] Storage type backing the datastore.", + "$ref": "#/definitions/DatastoreType" + }, + "isDefault": { + "description": "Readonly property to indicate if datastore is the workspace default datastore", "type": "boolean", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + } + }, + "discriminator": "datastoreType", + "x-ms-client-name": "DatastoreProperties" + }, + "DatastoreCredentials": { + "description": "Base definition for datastore credentials.", + "required": [ + "credentialsType" + ], + "type": "object", + "properties": { + "credentialsType": { + "description": "[Required] Credential type used to authentication with storage.", + "$ref": "#/definitions/CredentialsType" + } + }, + "discriminator": "credentialsType" + }, + "DatastoreResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/Datastore" + } + }, + "x-ms-client-name": "Datastore", + "additionalProperties": false + }, + "DatastoreResourceArmPaginatedResult": { + "description": "A paginated list of Datastore entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of Datastore objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type Datastore.", + "type": "array", + "items": { + "$ref": "#/definitions/DatastoreResource" + } + } + }, + "additionalProperties": false + }, + "DatastoreSecrets": { + "description": "Base definition for datastore secrets.", + "required": [ + "secretsType" + ], + "type": "object", + "properties": { + "secretsType": { + "description": "[Required] Credential type used to authentication with storage.", + "$ref": "#/definitions/SecretsType" + } + }, + "discriminator": "secretsType" + }, + "DatastoreType": { + "description": "Enum to determine the datastore contents type.", + "enum": [ + "AzureBlob", + "AzureDataLakeGen1", + "AzureDataLakeGen2", + "AzureFile", + "Hdfs" + ], + "type": "string", + "x-ms-enum": { + "name": "DatastoreType", + "modelAsString": true, + "values": [ + { + "value": "AzureBlob" + }, + { + "value": "AzureDataLakeGen1" + }, + { + "value": "AzureDataLakeGen2" + }, + { + "value": "AzureFile" + }, + { + "value": "Hdfs" + } + ] + }, + "additionalProperties": false + }, + "DataType": { + "description": "Enum to determine the type of data.", + "enum": [ + "uri_file", + "uri_folder", + "mltable" + ], + "type": "string", + "x-ms-enum": { + "name": "DataType", + "modelAsString": true, + "values": [ + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + } + ] + }, + "additionalProperties": false + }, + "DataVersionBase": { + "description": "Data version base definition", + "required": [ + "dataType", + "dataUri" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetBase" + } + ], + "properties": { + "dataType": { + "description": "[Required] Specifies the type of data.", + "$ref": "#/definitions/DataType", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "dataUri": { + "description": "[Required] Uri of the data. Usage/meaning depends on Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20220601Preview.Assets.DataVersionBase.DataType", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "dataType", + "x-ms-client-name": "DataVersionBaseProperties" + }, + "DataVersionBaseResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], + "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + } + ], + "properties": { + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/DataVersionBase" + } + }, + "x-ms-client-name": "DataVersionBase", + "additionalProperties": false + }, + "DataVersionBaseResourceArmPaginatedResult": { + "description": "A paginated list of DataVersionBase entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of DataVersionBase objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type DataVersionBase.", + "type": "array", + "items": { + "$ref": "#/definitions/DataVersionBaseResource" + } + } + }, + "additionalProperties": false + }, + "DefaultScaleSettings": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineScaleSettings" + } + ], + "x-ms-discriminator-value": "Default", + "additionalProperties": false + }, + "DeploymentLogs": { + "type": "object", + "properties": { + "content": { + "description": "The retrieved online deployment logs.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "DeploymentLogsRequest": { + "type": "object", + "properties": { + "containerType": { + "description": "The type of container to retrieve logs from.", + "default": "InferenceServer", + "$ref": "#/definitions/ContainerType" + }, + "tail": { + "format": "int32", + "description": "The maximum number of lines to tail.", + "type": "integer", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "DeploymentProvisioningState": { + "description": "Possible values for DeploymentProvisioningState.", + "enum": [ + "Creating", + "Deleting", + "Scaling", + "Updating", + "Succeeded", + "Failed", + "Canceled" + ], + "type": "string", + "x-ms-enum": { + "name": "DeploymentProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Creating" + }, + { + "value": "Deleting" + }, + { + "value": "Scaling" + }, + { + "value": "Updating" + }, + { + "value": "Succeeded" + }, + { + "value": "Failed" + }, + { + "value": "Canceled" + } + ] + }, + "additionalProperties": false + }, + "DistributionConfiguration": { + "description": "Base definition for job distribution configuration.", + "required": [ + "distributionType" + ], + "type": "object", + "properties": { + "distributionType": { + "description": "[Required] Specifies the type of distribution framework.", + "$ref": "#/definitions/DistributionType", "x-ms-mutability": [ "create", - "read", - "update" + "read" ] } }, + "discriminator": "distributionType" + }, + "DistributionType": { + "description": "Enum to determine the job distribution type.", + "enum": [ + "PyTorch", + "TensorFlow", + "Mpi" + ], + "type": "string", + "x-ms-enum": { + "name": "DistributionType", + "modelAsString": true, + "values": [ + { + "value": "PyTorch" + }, + { + "value": "TensorFlow" + }, + { + "value": "Mpi" + } + ] + }, "additionalProperties": false }, - "AssetContainer": { + "EarlyTerminationPolicy": { + "description": "Early termination policies enable canceling poor-performing runs before they complete", + "required": [ + "policyType" + ], "type": "object", - "allOf": [ - { - "$ref": "#/definitions/ResourceBase" + "properties": { + "delayEvaluation": { + "format": "int32", + "description": "Number of intervals by which to delay the first evaluation.", + "default": 0, + "type": "integer" + }, + "evaluationInterval": { + "format": "int32", + "description": "Interval (number of runs) between policy evaluations.", + "default": 0, + "type": "integer" + }, + "policyType": { + "description": "[Required] Name of policy configuration", + "$ref": "#/definitions/EarlyTerminationPolicyType" + } + }, + "discriminator": "policyType" + }, + "EarlyTerminationPolicyType": { + "enum": [ + "Bandit", + "MedianStopping", + "TruncationSelection" + ], + "type": "string", + "x-ms-enum": { + "name": "EarlyTerminationPolicyType", + "modelAsString": true, + "values": [ + { + "value": "Bandit" + }, + { + "value": "MedianStopping" + }, + { + "value": "TruncationSelection" + } + ] + }, + "additionalProperties": false + }, + "EgressPublicNetworkAccessType": { + "description": "Enum to determine whether PublicNetworkAccess is Enabled or Disabled for egress of a deployment.", + "enum": [ + "Enabled", + "Disabled" + ], + "type": "string", + "x-ms-enum": { + "name": "EgressPublicNetworkAccessType", + "modelAsString": true, + "values": [ + { + "value": "Enabled" + }, + { + "value": "Disabled" + } + ] + }, + "additionalProperties": false + }, + "EndpointAuthKeys": { + "description": "Keys for endpoint authentication.", + "type": "object", + "properties": { + "primaryKey": { + "description": "The primary key.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "secondaryKey": { + "description": "The secondary key.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointAuthMode": { + "description": "Enum to determine endpoint authentication mode.", + "enum": [ + "AMLToken", + "Key", + "AADToken" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointAuthMode", + "modelAsString": true, + "values": [ + { + "value": "AMLToken" + }, + { + "value": "Key" + }, + { + "value": "AADToken" + } + ] + }, + "additionalProperties": false + }, + "EndpointAuthToken": { + "description": "Service Token", + "type": "object", + "properties": { + "accessToken": { + "description": "Access token for endpoint authentication.", + "type": "string", + "x-nullable": true + }, + "expiryTimeUtc": { + "format": "int64", + "description": "Access token expiry time (UTC).", + "default": 0, + "type": "integer" + }, + "refreshAfterTimeUtc": { + "format": "int64", + "description": "Refresh access token after time (UTC).", + "default": 0, + "type": "integer" + }, + "tokenType": { + "description": "Access token type.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "EndpointComputeType": { + "description": "Enum to determine endpoint compute type.", + "enum": [ + "Managed", + "Kubernetes", + "AzureMLCompute" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointComputeType", + "modelAsString": true, + "values": [ + { + "value": "Managed" + }, + { + "value": "Kubernetes" + }, + { + "value": "AzureMLCompute" + } + ] + }, + "additionalProperties": false + }, + "EndpointDeploymentPropertiesBase": { + "description": "Base definition for endpoint deployment.", + "type": "object", + "properties": { + "codeConfiguration": { + "description": "Code configuration for the endpoint deployment.", + "$ref": "#/definitions/CodeConfiguration", + "x-nullable": true + }, + "description": { + "description": "Description of the endpoint deployment.", + "type": "string", + "x-nullable": true + }, + "environmentId": { + "description": "ARM resource ID of the environment specification for the endpoint deployment.", + "type": "string", + "x-nullable": true + }, + "environmentVariables": { + "description": "Environment variables configuration for the deployment.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "properties": { + "description": "Property dictionary. Properties can be added, but not removed or altered.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true } + }, + "additionalProperties": false + }, + "EndpointPropertiesBase": { + "description": "Inference Endpoint base definition", + "required": [ + "authMode" ], + "type": "object", "properties": { - "isArchived": { - "description": "Is the asset archived?", - "default": false, - "type": "boolean", + "authMode": { + "description": "[Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does.", + "$ref": "#/definitions/EndpointAuthMode" + }, + "description": { + "description": "Description of the inference endpoint.", + "type": "string", + "x-nullable": true + }, + "keys": { + "description": "EndpointAuthKeys to set initially on an Endpoint.\r\nThis property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.", + "$ref": "#/definitions/EndpointAuthKeys", "x-ms-mutability": [ - "create", - "read", - "update" - ] + "create" + ], + "x-ms-secret": true, + "x-nullable": true }, - "latestVersion": { - "description": "The latest version inside this container.", + "properties": { + "description": "Property dictionary. Properties can be added, but not removed or altered.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "scoringUri": { + "format": "uri", + "description": "Endpoint URI.", "type": "string", "readOnly": true, "x-ms-mutability": [ @@ -5434,8 +8771,9 @@ ], "x-nullable": true }, - "nextVersion": { - "description": "The next auto incremental version", + "swaggerUri": { + "format": "uri", + "description": "Endpoint Swagger URI.", "type": "string", "readOnly": true, "x-ms-mutability": [ @@ -5446,851 +8784,1817 @@ }, "additionalProperties": false }, - "AssetJobInput": { - "description": "Asset input type.", + "EndpointProvisioningState": { + "description": "State of endpoint provisioning.", + "enum": [ + "Creating", + "Deleting", + "Succeeded", + "Failed", + "Updating", + "Canceled" + ], + "type": "string", + "x-ms-enum": { + "name": "EndpointProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Creating" + }, + { + "value": "Deleting" + }, + { + "value": "Succeeded" + }, + { + "value": "Failed" + }, + { + "value": "Updating" + }, + { + "value": "Canceled" + } + ] + }, + "additionalProperties": false + }, + "EndpointScheduleAction": { "required": [ - "uri" + "actionType", + "endpointInvocationDefinition" ], "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ScheduleActionBase" + } + ], "properties": { - "mode": { - "description": "Input Asset Delivery Mode.", - "default": "ReadOnlyMount", - "$ref": "#/definitions/InputDeliveryMode", + "endpointInvocationDefinition": { + "description": "[Required] Defines Schedule action definition details.\r\n", + "type": "object", + "example": { + "endpoint": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/hello-pipeline", + "inputs": { + "create_time": "${{creation_context.trigger_time}}" + } + }, "x-ms-mutability": [ "create", - "read" + "read", + "update" ] - }, - "uri": { - "description": "[Required] Input Asset URI.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" } }, + "x-ms-discriminator-value": "InvokeBatchEndpoint", "additionalProperties": false }, - "AssetJobOutput": { - "description": "Asset output type.", + "EnvironmentContainer": { + "description": "Container for environment specification versions.", "type": "object", - "properties": { - "mode": { - "description": "Output Asset Delivery Mode.", - "default": "ReadWriteMount", - "$ref": "#/definitions/OutputDeliveryMode", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "uri": { - "description": "Output Asset URI.", - "type": "string", - "x-nullable": true + "allOf": [ + { + "$ref": "#/definitions/AssetContainer" } - }, + ], + "x-ms-client-name": "EnvironmentContainerProperties", "additionalProperties": false }, - "AssetReferenceBase": { - "description": "Base definition for asset references.", + "EnvironmentContainerResource": { + "description": "Azure Resource Manager resource envelope.", "required": [ - "referenceType" + "properties" ], "type": "object", - "properties": { - "referenceType": { - "description": "[Required] Specifies the type of asset reference.", - "$ref": "#/definitions/ReferenceType" - } - }, - "discriminator": "referenceType" - }, - "AzureBlobDatastore": { - "description": "Azure Blob datastore configuration.", - "type": "object", "allOf": [ { - "$ref": "#/definitions/Datastore" + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" } ], "properties": { - "accountName": { - "description": "Storage account name.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "containerName": { - "description": "Storage account container name.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "endpoint": { - "description": "Azure cloud endpoint for the storage account.", - "type": "string", - "example": "core.windows.net", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "protocol": { - "description": "Protocol used to communicate with the storage account.", - "type": "string", - "example": "https", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "serviceDataAccessAuthIdentity": { - "description": "Indicates which identity to use to authenticate service data access to customer's storage.", - "default": "None", - "$ref": "#/definitions/ServiceDataAccessAuthIdentity", - "x-ms-mutability": [ - "create", - "read" - ] + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/EnvironmentContainer" } }, - "x-ms-discriminator-value": "AzureBlob", + "x-ms-client-name": "EnvironmentContainer", "additionalProperties": false }, - "AzureDataLakeGen1Datastore": { - "description": "Azure Data Lake Gen1 datastore configuration.", - "required": [ - "storeName" - ], + "EnvironmentContainerResourceArmPaginatedResult": { + "description": "A paginated list of EnvironmentContainer entities.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/Datastore" - } - ], "properties": { - "serviceDataAccessAuthIdentity": { - "description": "Indicates which identity to use to authenticate service data access to customer's storage.", - "default": "None", - "$ref": "#/definitions/ServiceDataAccessAuthIdentity", - "x-ms-mutability": [ - "create", - "read" - ] + "nextLink": { + "description": "The link to the next page of EnvironmentContainer objects. If null, there are no additional pages.", + "type": "string" }, - "storeName": { - "description": "[Required] Azure Data Lake store name.", - "pattern": "[a-zA-Z0-9_]", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ] + "value": { + "description": "An array of objects of type EnvironmentContainer.", + "type": "array", + "items": { + "$ref": "#/definitions/EnvironmentContainerResource" + } } }, - "x-ms-discriminator-value": "AzureDataLakeGen1", "additionalProperties": false }, - "AzureDataLakeGen2Datastore": { - "description": "Azure Data Lake Gen2 datastore configuration.", - "required": [ - "accountName", - "filesystem" - ], + "EnvironmentType": { + "description": "Environment type is either user created or curated by Azure ML service", + "enum": [ + "Curated", + "UserCreated" + ], + "type": "string", + "x-ms-enum": { + "name": "EnvironmentType", + "modelAsString": true, + "values": [ + { + "value": "Curated" + }, + { + "value": "UserCreated" + } + ] + }, + "additionalProperties": false + }, + "EnvironmentVersion": { + "description": "Environment version details.", "type": "object", "allOf": [ { - "$ref": "#/definitions/Datastore" + "$ref": "#/definitions/AssetBase" } ], "properties": { - "accountName": { - "description": "[Required] Storage account name.", - "pattern": "[a-zA-Z0-9_]", - "type": "string", + "build": { + "description": "Configuration settings for Docker build context.", + "$ref": "#/definitions/BuildContext", "x-ms-mutability": [ "create", "read" ] }, - "endpoint": { - "description": "Azure cloud endpoint for the storage account.", + "condaFile": { + "description": "Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages.\r\n", "type": "string", - "example": "core.windows.net", "x-ms-mutability": [ "create", "read" - ], - "x-nullable": true + ] }, - "filesystem": { - "description": "[Required] The name of the Data Lake Gen2 filesystem.", - "pattern": "[a-zA-Z0-9_]", + "environmentType": { + "description": "Environment type is either user managed or curated by the Azure ML service\r\n", + "$ref": "#/definitions/EnvironmentType", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "image": { + "description": "Name of the image that will be used for the environment.\r\n", "type": "string", + "example": "docker.io/tensorflow/serving:latest", "x-ms-mutability": [ "create", "read" ] }, - "protocol": { - "description": "Protocol used to communicate with the storage account.", - "type": "string", - "example": "https", + "inferenceConfig": { + "description": "Defines configuration specific to inference.", + "$ref": "#/definitions/InferenceContainerProperties", "x-ms-mutability": [ "create", "read" - ], - "x-nullable": true + ] }, - "serviceDataAccessAuthIdentity": { - "description": "Indicates which identity to use to authenticate service data access to customer's storage.", - "default": "None", - "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "osType": { + "description": "The OS type of the environment.", + "default": "Linux", + "$ref": "#/definitions/OperatingSystemType", "x-ms-mutability": [ "create", "read" ] } }, - "x-ms-discriminator-value": "AzureDataLakeGen2", + "x-ms-client-name": "EnvironmentVersionProperties", "additionalProperties": false }, - "AzureFileDatastore": { - "description": "Azure File datastore configuration.", + "EnvironmentVersionResource": { + "description": "Azure Resource Manager resource envelope.", "required": [ - "accountName", - "fileShareName" + "properties" ], "type": "object", "allOf": [ { - "$ref": "#/definitions/Datastore" + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" } ], "properties": { - "accountName": { - "description": "[Required] Storage account name.", - "pattern": "[a-zA-Z0-9_]", + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/EnvironmentVersion" + } + }, + "x-ms-client-name": "EnvironmentVersion", + "additionalProperties": false + }, + "EnvironmentVersionResourceArmPaginatedResult": { + "description": "A paginated list of EnvironmentVersion entities.", + "type": "object", + "properties": { + "nextLink": { + "description": "The link to the next page of EnvironmentVersion objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type EnvironmentVersion.", + "type": "array", + "items": { + "$ref": "#/definitions/EnvironmentVersionResource" + } + } + }, + "additionalProperties": false + }, + "ExportFormatType": { + "description": "The format of exported labels.", + "enum": [ + "Dataset", + "Coco", + "CSV" + ], + "type": "string", + "x-ms-enum": { + "name": "ExportFormatType", + "modelAsString": true, + "values": [ + { + "value": "Dataset" + }, + { + "value": "Coco" + }, + { + "value": "CSV" + } + ] + }, + "additionalProperties": false + }, + "ExportSummary": { + "required": [ + "format" + ], + "type": "object", + "properties": { + "endDateTime": { + "format": "date-time", + "description": "The time when the export was completed.", "type": "string", + "readOnly": true, "x-ms-mutability": [ - "create", "read" - ] + ], + "x-nullable": true }, - "endpoint": { - "description": "Azure cloud endpoint for the storage account.", - "type": "string", - "example": "core.windows.net", + "exportedRowCount": { + "format": "int64", + "description": "The total number of labeled datapoints exported.", + "type": "integer", + "readOnly": true, "x-ms-mutability": [ - "create", "read" ], "x-nullable": true }, - "fileShareName": { - "description": "[Required] The name of the Azure file share that the datastore points to.", - "pattern": "[a-zA-Z0-9_]", - "type": "string", + "format": { + "description": "[Required] The format of exported labels, also as the discriminator.", + "$ref": "#/definitions/ExportFormatType", "x-ms-mutability": [ "create", "read" ] }, - "protocol": { - "description": "Protocol used to communicate with the storage account.", + "labelingJobId": { + "description": "Name and identifier of the job containing exported labels.", "type": "string", - "example": "https", + "readOnly": true, "x-ms-mutability": [ - "create", "read" ], "x-nullable": true }, - "serviceDataAccessAuthIdentity": { - "description": "Indicates which identity to use to authenticate service data access to customer's storage.", - "default": "None", - "$ref": "#/definitions/ServiceDataAccessAuthIdentity", + "startDateTime": { + "format": "date-time", + "description": "The time when the export was requested.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + } + }, + "discriminator": "format" + }, + "FeatureLags": { + "description": "Flag for generating lags for the numeric features.", + "enum": [ + "None", + "Auto" + ], + "type": "string", + "x-ms-enum": { + "name": "FeatureLags", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "No feature lags generated." + }, + { + "value": "Auto", + "description": "System auto-generates feature lags." + } + ] + }, + "additionalProperties": false + }, + "FeaturizationMode": { + "description": "Featurization mode - determines data featurization mode.", + "enum": [ + "Auto", + "Custom", + "Off" + ], + "type": "string", + "x-ms-enum": { + "name": "FeaturizationMode", + "modelAsString": true, + "values": [ + { + "value": "Auto", + "description": "Auto mode, system performs featurization without any custom featurization inputs." + }, + { + "value": "Custom", + "description": "Custom featurization." + }, + { + "value": "Off", + "description": "Featurization off. 'Forecasting' task cannot use this value." + } + ] + }, + "additionalProperties": false + }, + "FeaturizationSettings": { + "description": "Featurization Configuration.", + "type": "object", + "properties": { + "datasetLanguage": { + "description": "Dataset language, useful for the text data.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "FlavorData": { + "type": "object", + "properties": { + "data": { + "description": "Model flavor-specific data.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ForecastHorizon": { + "description": "The desired maximum forecast horizon in units of time-series frequency.", + "required": [ + "mode" + ], + "type": "object", + "properties": { + "mode": { + "description": "[Required] Set forecast horizon value selection mode.", + "$ref": "#/definitions/ForecastHorizonMode", "x-ms-mutability": [ "create", "read" ] } }, - "x-ms-discriminator-value": "AzureFile", + "discriminator": "mode" + }, + "ForecastHorizonMode": { + "description": "Enum to determine forecast horizon selection mode.", + "enum": [ + "Auto", + "Custom" + ], + "type": "string", + "x-ms-enum": { + "name": "ForecastHorizonMode", + "modelAsString": true, + "values": [ + { + "value": "Auto", + "description": "Forecast horizon to be determined automatically." + }, + { + "value": "Custom", + "description": "Use the custom forecast horizon." + } + ] + }, + "additionalProperties": false + }, + "Forecasting": { + "description": "Forecasting task in AutoML Table vertical.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/TableVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "forecastingSettings": { + "description": "Forecasting task specific inputs.", + "$ref": "#/definitions/ForecastingSettings", + "x-nullable": true + }, + "primaryMetric": { + "description": "Primary metric for forecasting task.", + "default": "NormalizedRootMeanSquaredError", + "$ref": "#/definitions/ForecastingPrimaryMetrics" + }, + "trainingSettings": { + "description": "Inputs for training phase for an AutoML Job.", + "$ref": "#/definitions/ForecastingTrainingSettings", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Forecasting", + "additionalProperties": false + }, + "ForecastingModels": { + "description": "Enum for all forecasting models supported by AutoML.", + "enum": [ + "AutoArima", + "Prophet", + "Naive", + "SeasonalNaive", + "Average", + "SeasonalAverage", + "ExponentialSmoothing", + "Arimax", + "TCNForecaster", + "ElasticNet", + "GradientBoosting", + "DecisionTree", + "KNN", + "LassoLars", + "SGD", + "RandomForest", + "ExtremeRandomTrees", + "LightGBM", + "XGBoostRegressor" + ], + "type": "string", + "x-ms-enum": { + "name": "ForecastingModels", + "modelAsString": true, + "values": [ + { + "value": "AutoArima", + "description": "Auto-Autoregressive Integrated Moving Average (ARIMA) model uses time-series data and statistical analysis to interpret the data and make future predictions.\nThis model aims to explain data by using time series data on its past values and uses linear regression to make predictions." + }, + { + "value": "Prophet", + "description": "Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects.\nIt works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well." + }, + { + "value": "Naive", + "description": "The Naive forecasting model makes predictions by carrying forward the latest target value for each time-series in the training data." + }, + { + "value": "SeasonalNaive", + "description": "The Seasonal Naive forecasting model makes predictions by carrying forward the latest season of target values for each time-series in the training data." + }, + { + "value": "Average", + "description": "The Average forecasting model makes predictions by carrying forward the average of the target values for each time-series in the training data." + }, + { + "value": "SeasonalAverage", + "description": "The Seasonal Average forecasting model makes predictions by carrying forward the average value of the latest season of data for each time-series in the training data." + }, + { + "value": "ExponentialSmoothing", + "description": "Exponential smoothing is a time series forecasting method for univariate data that can be extended to support data with a systematic trend or seasonal component." + }, + { + "value": "Arimax", + "description": "An Autoregressive Integrated Moving Average with Explanatory Variable (ARIMAX) model can be viewed as a multiple regression model with one or more autoregressive (AR) terms and/or one or more moving average (MA) terms.\nThis method is suitable for forecasting when data is stationary/non stationary, and multivariate with any type of data pattern, i.e., level/trend /seasonality/cyclicity." + }, + { + "value": "TCNForecaster", + "description": "TCNForecaster: Temporal Convolutional Networks Forecaster. //TODO: Ask forecasting team for brief intro." + }, + { + "value": "ElasticNet", + "description": "Elastic net is a popular type of regularized linear regression that combines two popular penalties, specifically the L1 and L2 penalty functions." + }, + { + "value": "GradientBoosting", + "description": "The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution." + }, + { + "value": "DecisionTree", + "description": "Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks.\nThe goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features." + }, + { + "value": "KNN", + "description": "K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints\nwhich further means that the new data point will be assigned a value based on how closely it matches the points in the training set." + }, + { + "value": "LassoLars", + "description": "Lasso model fit with Least Angle Regression a.k.a. Lars. It is a Linear Model trained with an L1 prior as regularizer." + }, + { + "value": "SGD", + "description": "SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications\nto find the model parameters that correspond to the best fit between predicted and actual outputs.\nIt's an inexact but powerful technique." + }, + { + "value": "RandomForest", + "description": "Random forest is a supervised learning algorithm.\nThe \"forest\" it builds, is an ensemble of decision trees, usually trained with the “bagging” method.\nThe general idea of the bagging method is that a combination of learning models increases the overall result." + }, + { + "value": "ExtremeRandomTrees", + "description": "Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm." + }, + { + "value": "LightGBM", + "description": "LightGBM is a gradient boosting framework that uses tree based learning algorithms." + }, + { + "value": "XGBoostRegressor", + "description": "XGBoostRegressor: Extreme Gradient Boosting Regressor is a supervised machine learning model using ensemble of base learners." + } + ] + }, "additionalProperties": false }, - "BanditPolicy": { - "description": "Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/EarlyTerminationPolicy" - } + "ForecastingPrimaryMetrics": { + "description": "Primary metrics for Forecasting task.", + "enum": [ + "SpearmanCorrelation", + "NormalizedRootMeanSquaredError", + "R2Score", + "NormalizedMeanAbsoluteError" ], - "properties": { - "slackAmount": { - "format": "float", - "description": "Absolute distance allowed from the best performing run.", - "default": 0, - "type": "number" - }, - "slackFactor": { - "format": "float", - "description": "Ratio of the allowed distance from the best performing run.", - "default": 0, - "type": "number" - } + "type": "string", + "x-ms-enum": { + "name": "ForecastingPrimaryMetrics", + "modelAsString": true, + "values": [ + { + "value": "SpearmanCorrelation", + "description": "The Spearman's rank coefficient of correlation is a non-parametric measure of rank correlation." + }, + { + "value": "NormalizedRootMeanSquaredError", + "description": "The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales." + }, + { + "value": "R2Score", + "description": "The R2 score is one of the performance evaluation measures for forecasting-based machine learning models." + }, + { + "value": "NormalizedMeanAbsoluteError", + "description": "The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales." + } + ] }, - "x-ms-discriminator-value": "Bandit", "additionalProperties": false }, - "BatchDeployment": { - "description": "Batch inference settings per deployment.", + "ForecastingSettings": { + "description": "Forecasting specific parameters.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/EndpointDeploymentPropertiesBase" - } - ], "properties": { - "compute": { - "description": "Compute target for batch inference operation.", + "countryOrRegionForHolidays": { + "description": "Country or region for holidays for forecasting tasks.\r\nThese should be ISO 3166 two-letter country/region codes, for example 'US' or 'GB'.", "type": "string", "x-nullable": true }, - "errorThreshold": { + "cvStepSize": { "format": "int32", - "description": "Error threshold, if the error count for the entire input goes above this value,\r\nthe batch inference will be aborted. Range is [-1, int.MaxValue].\r\nFor FileDataset, this value is the count of file failures.\r\nFor TabularDataset, this value is the count of record failures.\r\nIf set to -1 (the lower bound), all failures during batch inference will be ignored.", - "default": -1, - "type": "integer" + "description": "Number of periods between the origin time of one CV fold and the next fold. For\r\nexample, if `CVStepSize` = 3 for daily data, the origin time for each fold will be\r\nthree days apart.", + "type": "integer", + "x-nullable": true }, - "loggingLevel": { - "description": "Logging level for batch inference operation.", - "default": "Info", - "$ref": "#/definitions/BatchLoggingLevel" + "featureLags": { + "description": "Flag for generating lags for the numeric features with 'auto' or null.", + "default": "None", + "$ref": "#/definitions/FeatureLags" }, - "maxConcurrencyPerInstance": { - "format": "int32", - "description": "Indicates maximum number of parallelism per instance.", - "default": 1, - "type": "integer" + "forecastHorizon": { + "description": "The desired maximum forecast horizon in units of time-series frequency.", + "$ref": "#/definitions/ForecastHorizon", + "x-nullable": true }, - "miniBatchSize": { - "format": "int64", - "description": "Size of the mini-batch passed to each batch invocation.\r\nFor FileDataset, this is the number of files per mini-batch.\r\nFor TabularDataset, this is the size of the records in bytes, per mini-batch.", - "default": 10, - "type": "integer" + "frequency": { + "description": "When forecasting, this parameter represents the period with which the forecast is desired, for example daily, weekly, yearly, etc. The forecast frequency is dataset frequency by default.", + "type": "string", + "x-nullable": true }, - "model": { - "description": "Reference to the model asset for the endpoint deployment.", - "$ref": "#/definitions/AssetReferenceBase", + "seasonality": { + "description": "Set time series seasonality as an integer multiple of the series frequency.\r\nIf seasonality is set to 'auto', it will be inferred.", + "$ref": "#/definitions/Seasonality", "x-nullable": true }, - "outputAction": { - "description": "Indicates how the output will be organized.", - "default": "AppendRow", - "$ref": "#/definitions/BatchOutputAction" + "shortSeriesHandlingConfig": { + "description": "The parameter defining how if AutoML should handle short time series.", + "default": "Auto", + "$ref": "#/definitions/ShortSeriesHandlingConfiguration" }, - "outputFileName": { - "description": "Customized output file name for append_row output action.", - "default": "predictions.csv", - "type": "string" + "targetAggregateFunction": { + "description": "The function to be used to aggregate the time series target column to conform to a user specified frequency.\r\nIf the TargetAggregateFunction is set i.e. not 'None', but the freq parameter is not set, the error is raised. The possible target aggregation functions are: \"sum\", \"max\", \"min\" and \"mean\".", + "default": "None", + "$ref": "#/definitions/TargetAggregationFunction" }, - "provisioningState": { - "description": "Provisioning state for the endpoint deployment.", - "$ref": "#/definitions/DeploymentProvisioningState", - "readOnly": true, - "x-ms-mutability": [ - "read" - ] + "targetLags": { + "description": "The number of past periods to lag from the target column.", + "$ref": "#/definitions/TargetLags", + "x-nullable": true }, - "resources": { - "description": "Indicates compute configuration for the job.\r\nIf not provided, will default to the defaults defined in ResourceConfiguration.", - "$ref": "#/definitions/ResourceConfiguration", + "targetRollingWindowSize": { + "description": "The number of past periods used to create a rolling window average of the target column.", + "$ref": "#/definitions/TargetRollingWindowSize", "x-nullable": true }, - "retrySettings": { - "description": "Retry Settings for the batch inference operation.\r\nIf not provided, will default to the defaults defined in BatchRetrySettings.", - "$ref": "#/definitions/BatchRetrySettings", + "timeColumnName": { + "description": "The name of the time column. This parameter is required when forecasting to specify the datetime column in the input data used for building the time series and inferring its frequency.", + "type": "string", + "x-nullable": true + }, + "timeSeriesIdColumnNames": { + "description": "The names of columns used to group a timeseries. It can be used to create multiple series.\r\nIf grain is not defined, the data set is assumed to be one time-series. This parameter is used with task type forecasting.", + "type": "array", + "items": { + "type": "string" + }, "x-nullable": true + }, + "useStl": { + "description": "Configure STL Decomposition of the time-series target column.", + "default": "None", + "$ref": "#/definitions/UseStl" } }, - "x-ms-client-name": "BatchDeploymentProperties", "additionalProperties": false }, - "BatchDeploymentTrackedResource": { - "required": [ - "location", - "properties" - ], + "ForecastingTrainingSettings": { + "description": "Forecasting Training related configuration.", "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + "$ref": "#/definitions/TrainingSettings" } ], "properties": { - "identity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" - }, - "kind": { - "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", - "type": "string" - }, - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/BatchDeployment" + "allowedTrainingAlgorithms": { + "description": "Allowed models for forecasting task.", + "type": "array", + "items": { + "$ref": "#/definitions/ForecastingModels" + }, + "x-nullable": true }, - "sku": { - "description": "Sku details required for ARM contract for Autoscaling.", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + "blockedTrainingAlgorithms": { + "description": "Blocked models for forecasting task.", + "type": "array", + "items": { + "$ref": "#/definitions/ForecastingModels" + }, + "x-nullable": true } }, - "x-ms-client-name": "BatchDeployment", "additionalProperties": false }, - "BatchDeploymentTrackedResourceArmPaginatedResult": { - "description": "A paginated list of BatchDeployment entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of BatchDeployment objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type BatchDeployment.", - "type": "array", - "items": { - "$ref": "#/definitions/BatchDeploymentTrackedResource" + "Goal": { + "description": "Defines supported metric goals for hyperparameter tuning", + "enum": [ + "Minimize", + "Maximize" + ], + "type": "string", + "x-ms-enum": { + "name": "Goal", + "modelAsString": true, + "values": [ + { + "value": "Minimize" + }, + { + "value": "Maximize" } - } + ] }, "additionalProperties": false }, - "BatchEndpoint": { - "description": "Batch endpoint configuration.", + "GridSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that exhaustively generates every value combination in the space", "type": "object", "allOf": [ { - "$ref": "#/definitions/EndpointPropertiesBase" + "$ref": "#/definitions/SamplingAlgorithm" + } + ], + "x-ms-discriminator-value": "Grid", + "additionalProperties": false + }, + "HdfsDatastore": { + "required": [ + "nameNodeAddress" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/Datastore" } ], "properties": { - "defaults": { - "description": "Default values for Batch Endpoint", - "$ref": "#/definitions/BatchEndpointDefaults", + "hdfsServerCertificate": { + "description": "The TLS cert of the HDFS server. Needs to be a base64 encoded string. Required if \"Https\" protocol is selected.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "provisioningState": { - "description": "Provisioning state for the endpoint.", - "$ref": "#/definitions/EndpointProvisioningState", - "readOnly": true, + "nameNodeAddress": { + "description": "[Required] IP Address or DNS HostName.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", "x-ms-mutability": [ + "create", "read" ] - } - }, - "x-ms-client-name": "BatchEndpointProperties", - "additionalProperties": false - }, - "BatchEndpointDefaults": { - "description": "Batch endpoint default values", - "type": "object", - "properties": { - "deploymentName": { - "description": "Name of the deployment that will be default for the endpoint.\r\nThis deployment will end up getting 100% traffic when the endpoint scoring URL is invoked.", + }, + "protocol": { + "description": "Protocol used to communicate with the storage account (Https/Http).", + "default": "http", "type": "string", - "x-nullable": true + "example": "https", + "x-ms-mutability": [ + "create", + "read" + ] } }, + "x-ms-discriminator-value": "Hdfs", "additionalProperties": false }, - "BatchEndpointTrackedResource": { + "IdAssetReference": { + "description": "Reference to an asset via its ARM resource ID.", "required": [ - "location", - "properties" + "assetId" ], "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + "$ref": "#/definitions/AssetReferenceBase" } ], "properties": { - "identity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" - }, - "kind": { - "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "assetId": { + "description": "[Required] ARM resource ID of the asset.", + "pattern": "[a-zA-Z0-9_]", "type": "string" - }, - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/BatchEndpoint" - }, - "sku": { - "description": "Sku details required for ARM contract for Autoscaling.", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" } }, - "x-ms-client-name": "BatchEndpoint", + "x-ms-discriminator-value": "Id", "additionalProperties": false }, - "BatchEndpointTrackedResourceArmPaginatedResult": { - "description": "A paginated list of BatchEndpoint entities.", + "IdentityConfiguration": { + "description": "Base definition for identity configuration.", + "required": [ + "identityType" + ], "type": "object", "properties": { - "nextLink": { - "description": "The link to the next page of BatchEndpoint objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type BatchEndpoint.", - "type": "array", - "items": { - "$ref": "#/definitions/BatchEndpointTrackedResource" - } + "identityType": { + "description": "[Required] Specifies the type of identity framework.", + "$ref": "#/definitions/IdentityConfigurationType", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "additionalProperties": false + "discriminator": "identityType" }, - "BatchLoggingLevel": { - "description": "Log verbosity for batch inferencing.\r\nIncreasing verbosity order for logging is : Warning, Info and Debug.\r\nThe default value is Info.", + "IdentityConfigurationType": { + "description": "Enum to determine identity framework.", "enum": [ - "Info", - "Warning", - "Debug" + "Managed", + "AMLToken", + "UserIdentity" ], "type": "string", "x-ms-enum": { - "name": "BatchLoggingLevel", + "name": "IdentityConfigurationType", "modelAsString": true, "values": [ { - "value": "Info" + "value": "Managed" }, { - "value": "Warning" + "value": "AMLToken" }, { - "value": "Debug" + "value": "UserIdentity" } ] }, "additionalProperties": false }, - "BatchOutputAction": { - "description": "Enum to determine how batch inferencing will handle output", + "ImageAnnotationType": { + "description": "Annotation type of image data.", "enum": [ - "SummaryOnly", - "AppendRow" + "Classification", + "BoundingBox", + "InstanceSegmentation" ], "type": "string", "x-ms-enum": { - "name": "BatchOutputAction", + "name": "ImageAnnotationType", "modelAsString": true, "values": [ { - "value": "SummaryOnly" + "value": "Classification" }, { - "value": "AppendRow" + "value": "BoundingBox" + }, + { + "value": "InstanceSegmentation" } ] }, "additionalProperties": false }, - "BatchRetrySettings": { - "description": "Retry settings for a batch inference operation.", + "ImageClassification": { + "description": "Image Classification. Multi-class image classification is used when an image is classified with only a single label\r\nfrom a set of classes - e.g. each image is classified as either an image of a 'cat' or a 'dog' or a 'duck'.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageClassificationBase" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric to optimize for this task.", + "default": "Accuracy", + "$ref": "#/definitions/ClassificationPrimaryMetrics" + } + }, + "x-ms-discriminator-value": "ImageClassification", + "additionalProperties": false + }, + "ImageClassificationBase": { "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageVertical" + } + ], "properties": { - "maxRetries": { + "modelSettings": { + "description": "Settings used for training the model.", + "$ref": "#/definitions/ImageModelSettingsClassification", + "x-nullable": true + }, + "searchSpace": { + "description": "Search space for sampling different combinations of models and their hyperparameters.", + "type": "array", + "items": { + "$ref": "#/definitions/ImageModelDistributionSettingsClassification" + }, + "x-nullable": true, + "x-ms-identifiers": [] + } + }, + "additionalProperties": false + }, + "ImageClassificationMultilabel": { + "description": "Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels\r\nfrom a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageClassificationBase" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric to optimize for this task.", + "default": "IOU", + "$ref": "#/definitions/ClassificationMultilabelPrimaryMetrics" + } + }, + "x-ms-discriminator-value": "ImageClassificationMultilabel", + "additionalProperties": false + }, + "ImageInstanceSegmentation": { + "description": "Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level,\r\ndrawing a polygon around each object in the image.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageObjectDetectionBase" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric to optimize for this task.", + "default": "MeanAveragePrecision", + "$ref": "#/definitions/InstanceSegmentationPrimaryMetrics" + } + }, + "x-ms-discriminator-value": "ImageInstanceSegmentation", + "additionalProperties": false + }, + "ImageLimitSettings": { + "description": "Limit settings for the AutoML job.", + "type": "object", + "properties": { + "maxConcurrentTrials": { "format": "int32", - "description": "Maximum retry count for a mini-batch", - "default": 3, + "description": "Maximum number of concurrent AutoML iterations.", + "default": 1, + "type": "integer" + }, + "maxTrials": { + "format": "int32", + "description": "Maximum number of AutoML iterations.", + "default": 1, "type": "integer" }, "timeout": { "format": "duration", - "description": "Invocation timeout for a mini-batch, in ISO 8601 format.", - "default": "PT30S", + "description": "AutoML job timeout.", + "default": "P7D", "type": "string" } }, "additionalProperties": false }, - "BayesianSamplingAlgorithm": { - "description": "Defines a Sampling Algorithm that generates values based on previous values", + "ImageModelDistributionSettings": { + "description": "Distribution expressions to sweep over values of model settings.\r\n\r\nSome examples are:\r\n\r\nModelName = \"choice('seresnext', 'resnest50')\";\r\nLearningRate = \"uniform(0.001, 0.01)\";\r\nLayersToFreeze = \"choice(0, 2)\";\r\n\r\nAll distributions can be specified as distribution_name(min, max) or choice(val1, val2, ..., valn)\r\nwhere distribution name can be: uniform, quniform, loguniform, etc\r\nFor more details on how to compose distribution expressions please check the documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "object", + "properties": { + "amsGradient": { + "description": "Enable AMSGrad when optimizer is 'adam' or 'adamw'.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "augmentations": { + "description": "Settings for using Augmentations.", + "type": "string", + "example": "choice('hflip;mosaic;random_crop', 'mosaic')", + "x-nullable": true + }, + "beta1": { + "description": "Value of 'beta1' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1].", + "type": "string", + "example": "uniform(0, 1)", + "x-nullable": true + }, + "beta2": { + "description": "Value of 'beta2' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1].", + "type": "string", + "example": "uniform(0, 1)", + "x-nullable": true + }, + "distributed": { + "description": "Whether to use distributer training.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "earlyStopping": { + "description": "Enable early stopping logic during training.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "earlyStoppingDelay": { + "description": "Minimum number of epochs or validation evaluations to wait before primary metric improvement\r\nis tracked for early stopping. Must be a positive integer.", + "type": "string", + "example": "choice(1, 5)", + "x-nullable": true + }, + "earlyStoppingPatience": { + "description": "Minimum number of epochs or validation evaluations with no primary metric improvement before\r\nthe run is stopped. Must be a positive integer.", + "type": "string", + "example": "choice(1, 5)", + "x-nullable": true + }, + "enableOnnxNormalization": { + "description": "Enable normalization when exporting ONNX model.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "evaluationFrequency": { + "description": "Frequency to evaluate validation dataset to get metric scores. Must be a positive integer.", + "type": "string", + "example": "choice(1, 5)", + "x-nullable": true + }, + "gradientAccumulationStep": { + "description": "Gradient accumulation means running a configured number of \"GradAccumulationStep\" steps without\r\nupdating the model weights while accumulating the gradients of those steps, and then using\r\nthe accumulated gradients to compute the weight updates. Must be a positive integer.", + "type": "string", + "example": "choice(1, 5)", + "x-nullable": true + }, + "layersToFreeze": { + "description": "Number of layers to freeze for the model. Must be a positive integer.\r\nFor instance, passing 2 as value for 'seresnext' means\r\nfreezing layer0 and layer1. For a full list of models supported and details on layer freeze, please\r\nsee: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "string", + "example": "choice(1, 2)", + "x-nullable": true + }, + "learningRate": { + "description": "Initial learning rate. Must be a float in the range [0, 1].", + "type": "string", + "example": "uniform(0.0005, 0.005)", + "x-nullable": true + }, + "learningRateScheduler": { + "description": "Type of learning rate scheduler. Must be 'warmup_cosine' or 'step'.", + "type": "string", + "example": "choice('warmup_cosine', 'step')", + "x-nullable": true + }, + "modelName": { + "description": "Name of the model to use for training.\r\nFor more information on the available models please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "string", + "example": "choice('seresnext', 'resnest50')", + "x-nullable": true + }, + "momentum": { + "description": "Value of momentum when optimizer is 'sgd'. Must be a float in the range [0, 1].", + "type": "string", + "example": "quniform(0, 1)", + "x-nullable": true + }, + "nesterov": { + "description": "Enable nesterov when optimizer is 'sgd'.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "numberOfEpochs": { + "description": "Number of training epochs. Must be a positive integer.", + "type": "string", + "example": "choice(15, 30)", + "x-nullable": true + }, + "numberOfWorkers": { + "description": "Number of data loader workers. Must be a non-negative integer.", + "type": "string", + "example": "uniform(8, 16)", + "x-nullable": true + }, + "optimizer": { + "description": "Type of optimizer. Must be either 'sgd', 'adam', or 'adamw'.", + "type": "string", + "example": "choice('sgd', 'adam', 'adamw')", + "x-nullable": true + }, + "randomSeed": { + "description": "Random seed to be used when using deterministic training.", + "type": "string", + "example": "loguniform(0, 1)", + "x-nullable": true + }, + "stepLRGamma": { + "description": "Value of gamma when learning rate scheduler is 'step'. Must be a float in the range [0, 1].", + "type": "string", + "example": "choice(0.1, 0.2, 0.25)", + "x-nullable": true + }, + "stepLRStepSize": { + "description": "Value of step size when learning rate scheduler is 'step'. Must be a positive integer.", + "type": "string", + "example": "choice(1, 2, 3)", + "x-nullable": true + }, + "trainingBatchSize": { + "description": "Training batch size. Must be a positive integer.", + "type": "string", + "example": "choice(1, 2, 3)", + "x-nullable": true + }, + "validationBatchSize": { + "description": "Validation batch size. Must be a positive integer.", + "type": "string", + "example": "choice(1, 2, 3)", + "x-nullable": true + }, + "warmupCosineLRCycles": { + "description": "Value of cosine cycle when learning rate scheduler is 'warmup_cosine'. Must be a float in the range [0, 1].", + "type": "string", + "example": "uniform(0, 1)", + "x-nullable": true + }, + "warmupCosineLRWarmupEpochs": { + "description": "Value of warmup epochs when learning rate scheduler is 'warmup_cosine'. Must be a positive integer.", + "type": "string", + "example": "choice(1, 2, 3)", + "x-nullable": true + }, + "weightDecay": { + "description": "Value of weight decay when optimizer is 'sgd', 'adam', or 'adamw'. Must be a float in the range[0, 1].", + "type": "string", + "example": "uniform(0, 1)", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ImageModelDistributionSettingsClassification": { + "description": "Distribution expressions to sweep over values of model settings.\r\n\r\nSome examples are:\r\n\r\nModelName = \"choice('seresnext', 'resnest50')\";\r\nLearningRate = \"uniform(0.001, 0.01)\";\r\nLayersToFreeze = \"choice(0, 2)\";\r\n\r\nFor more details on how to compose distribution expressions please check the documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageModelDistributionSettings" + } + ], + "properties": { + "trainingCropSize": { + "description": "Image crop size that is input to the neural network for the training dataset. Must be a positive integer.", + "type": "string", + "example": "choice(224, 360)", + "x-nullable": true + }, + "validationCropSize": { + "description": "Image crop size that is input to the neural network for the validation dataset. Must be a positive integer.", + "type": "string", + "example": "choice(224, 360)", + "x-nullable": true + }, + "validationResizeSize": { + "description": "Image size to which to resize before cropping for validation dataset. Must be a positive integer.", + "type": "string", + "example": "choice(128, 256)", + "x-nullable": true + }, + "weightedLoss": { + "description": "Weighted loss. The accepted values are 0 for no weighted loss.\r\n1 for weighted loss with sqrt.(class_weights). 2 for weighted loss with class_weights. Must be 0 or 1 or 2.", + "type": "string", + "example": "choice(0, 1, 2)", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "ImageModelDistributionSettingsObjectDetection": { + "description": "Distribution expressions to sweep over values of model settings.\r\n\r\nSome examples are:\r\n\r\nModelName = \"choice('seresnext', 'resnest50')\";\r\nLearningRate = \"uniform(0.001, 0.01)\";\r\nLayersToFreeze = \"choice(0, 2)\";\r\n\r\nFor more details on how to compose distribution expressions please check the documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", "type": "object", "allOf": [ { - "$ref": "#/definitions/SamplingAlgorithm" + "$ref": "#/definitions/ImageModelDistributionSettings" } ], - "x-ms-discriminator-value": "Bayesian", - "additionalProperties": false - }, - "BuildContext": { - "description": "Configuration settings for Docker build context", - "required": [ - "contextUri" - ], - "type": "object", "properties": { - "contextUri": { - "description": "[Required] URI of the Docker build context used to build the image. Supports blob URIs on environment creation and may return blob or Git URIs.\r\n", - "pattern": "[a-zA-Z0-9_]", + "boxDetectionsPerImage": { + "description": "Maximum number of detections per image, for all classes. Must be a positive integer.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", "type": "string", - "example": "https://storage-account.blob.core.windows.net/azureml/DockerBuildContext/95ddede6b9b8c4e90472db3acd0a8d28/", - "x-ms-mutability": [ - "create", - "read" - ] + "example": "choice(50, 100)", + "x-nullable": true }, - "dockerfilePath": { - "description": "Path to the Dockerfile in the build context.\r\n", - "default": "Dockerfile", + "boxScoreThreshold": { + "description": "During inference, only return proposals with a classification score greater than\r\nBoxScoreThreshold. Must be a float in the range[0, 1].", "type": "string", - "example": "prod/Dockerfile", - "x-ms-mutability": [ - "create", - "read" - ] + "example": "uniform(0.1, 0.2)", + "x-nullable": true + }, + "imageSize": { + "description": "Image size for train and validation. Must be a positive integer.\r\nNote: The training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice(224, 640)", + "x-nullable": true + }, + "maxSize": { + "description": "Maximum size of the image to be rescaled before feeding it to the backbone.\r\nMust be a positive integer. Note: training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice(640, 1333)", + "x-nullable": true + }, + "minSize": { + "description": "Minimum size of the image to be rescaled before feeding it to the backbone.\r\nMust be a positive integer. Note: training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice(300, 600)", + "x-nullable": true + }, + "modelSize": { + "description": "Model size. Must be 'small', 'medium', 'large', or 'xlarge'.\r\nNote: training run may get into CUDA OOM if the model size is too big.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice('small', 'medium', 'large', 'xlarge')", + "x-nullable": true + }, + "multiScale": { + "description": "Enable multi-scale image by varying image size by +/- 50%.\r\nNote: training run may get into CUDA OOM if no sufficient GPU memory.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice(true, false)", + "x-nullable": true + }, + "nmsIouThreshold": { + "description": "IOU threshold used during inference in NMS post processing. Must be float in the range [0, 1].", + "type": "string", + "example": "uniform(0.1, 0.2)", + "x-nullable": true + }, + "tileGridSize": { + "description": "The grid size to use for tiling each image. Note: TileGridSize must not be\r\nNone to enable small object detection logic. A string containing two integers in mxn format.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "string", + "example": "choice('3x2', '2x2')", + "x-nullable": true + }, + "tileOverlapRatio": { + "description": "Overlap ratio between adjacent tiles in each dimension. Must be float in the range [0, 1).\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "string", + "example": "uniform(0.1, 0.2)", + "x-nullable": true + }, + "tilePredictionsNmsThreshold": { + "description": "The IOU threshold to use to perform NMS while merging predictions from tiles and image.\r\nUsed in validation/ inference. Must be float in the range [0, 1].\r\nNote: This settings is not supported for the 'yolov5' algorithm.\r\nNMS: Non-maximum suppression", + "type": "string", + "example": "uniform(0.2, 0.3)", + "x-nullable": true + }, + "validationIouThreshold": { + "description": "IOU threshold to use when computing validation metric. Must be float in the range [0, 1].", + "type": "string", + "example": "uniform(0.2, 0.3)", + "x-nullable": true + }, + "validationMetricType": { + "description": "Metric computation method to use for validation metrics. Must be 'none', 'coco', 'voc', or 'coco_voc'.", + "type": "string", + "example": "choice('none', 'coco', 'voc', 'coco_voc')", + "x-nullable": true } }, "additionalProperties": false }, - "CertificateDatastoreCredentials": { - "description": "Certificate datastore credentials configuration.", - "required": [ - "clientId", - "secrets", - "tenantId", - "thumbprint" - ], + "ImageModelSettings": { + "description": "Settings used for training the model.\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreCredentials" - } - ], "properties": { - "authorityUrl": { - "description": "Authority URL used for authentication.", + "advancedSettings": { + "description": "Settings for advanced scenarios.", "type": "string", + "example": "key1:val1;key2;key3:val3;key4", "x-nullable": true }, - "clientId": { - "format": "uuid", - "description": "[Required] Service principal client ID.", - "type": "string" + "amsGradient": { + "description": "Enable AMSGrad when optimizer is 'adam' or 'adamw'.", + "type": "boolean", + "x-nullable": true }, - "resourceUrl": { - "description": "Resource the service principal has access to.", + "augmentations": { + "description": "Settings for using Augmentations.", "type": "string", + "example": "hflip;mosaic;random_crop", "x-nullable": true }, - "secrets": { - "description": "[Required] Service principal secrets.", - "$ref": "#/definitions/CertificateDatastoreSecrets", - "x-ms-mutability": [ - "create", - "update" - ], - "x-ms-secret": true + "beta1": { + "format": "float", + "description": "Value of 'beta1' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true }, - "tenantId": { - "format": "uuid", - "description": "[Required] ID of the tenant to which the service principal belongs.", - "type": "string" + "beta2": { + "format": "float", + "description": "Value of 'beta2' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true }, - "thumbprint": { - "description": "[Required] Thumbprint of the certificate used for authentication.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" + "checkpointFrequency": { + "format": "int32", + "description": "Frequency to store model checkpoints. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "checkpointModel": { + "description": "The pretrained checkpoint model for incremental training.", + "$ref": "#/definitions/MLFlowModelJobInput", + "x-nullable": true + }, + "checkpointRunId": { + "description": "The id of a previous run that has a pretrained checkpoint for incremental training.", + "type": "string", + "x-nullable": true + }, + "distributed": { + "description": "Whether to use distributed training.", + "type": "boolean", + "x-nullable": true + }, + "earlyStopping": { + "description": "Enable early stopping logic during training.", + "type": "boolean", + "x-nullable": true + }, + "earlyStoppingDelay": { + "format": "int32", + "description": "Minimum number of epochs or validation evaluations to wait before primary metric improvement\r\nis tracked for early stopping. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "earlyStoppingPatience": { + "format": "int32", + "description": "Minimum number of epochs or validation evaluations with no primary metric improvement before\r\nthe run is stopped. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "enableOnnxNormalization": { + "description": "Enable normalization when exporting ONNX model.", + "type": "boolean", + "x-nullable": true + }, + "evaluationFrequency": { + "format": "int32", + "description": "Frequency to evaluate validation dataset to get metric scores. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "gradientAccumulationStep": { + "format": "int32", + "description": "Gradient accumulation means running a configured number of \"GradAccumulationStep\" steps without\r\nupdating the model weights while accumulating the gradients of those steps, and then using\r\nthe accumulated gradients to compute the weight updates. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "layersToFreeze": { + "format": "int32", + "description": "Number of layers to freeze for the model. Must be a positive integer.\r\nFor instance, passing 2 as value for 'seresnext' means\r\nfreezing layer0 and layer1. For a full list of models supported and details on layer freeze, please\r\nsee: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "integer", + "x-nullable": true + }, + "learningRate": { + "format": "float", + "description": "Initial learning rate. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true + }, + "learningRateScheduler": { + "description": "Type of learning rate scheduler. Must be 'warmup_cosine' or 'step'.", + "default": "None", + "$ref": "#/definitions/LearningRateScheduler" + }, + "modelName": { + "description": "Name of the model to use for training.\r\nFor more information on the available models please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", + "type": "string", + "x-nullable": true + }, + "momentum": { + "format": "float", + "description": "Value of momentum when optimizer is 'sgd'. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true + }, + "nesterov": { + "description": "Enable nesterov when optimizer is 'sgd'.", + "type": "boolean", + "x-nullable": true + }, + "numberOfEpochs": { + "format": "int32", + "description": "Number of training epochs. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "numberOfWorkers": { + "format": "int32", + "description": "Number of data loader workers. Must be a non-negative integer.", + "type": "integer", + "x-nullable": true + }, + "optimizer": { + "description": "Type of optimizer.", + "default": "None", + "$ref": "#/definitions/StochasticOptimizer" + }, + "randomSeed": { + "format": "int32", + "description": "Random seed to be used when using deterministic training.", + "type": "integer", + "x-nullable": true + }, + "stepLRGamma": { + "format": "float", + "description": "Value of gamma when learning rate scheduler is 'step'. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true + }, + "stepLRStepSize": { + "format": "int32", + "description": "Value of step size when learning rate scheduler is 'step'. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "trainingBatchSize": { + "format": "int32", + "description": "Training batch size. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "validationBatchSize": { + "format": "int32", + "description": "Validation batch size. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "warmupCosineLRCycles": { + "format": "float", + "description": "Value of cosine cycle when learning rate scheduler is 'warmup_cosine'. Must be a float in the range [0, 1].", + "type": "number", + "x-nullable": true + }, + "warmupCosineLRWarmupEpochs": { + "format": "int32", + "description": "Value of warmup epochs when learning rate scheduler is 'warmup_cosine'. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "weightDecay": { + "format": "float", + "description": "Value of weight decay when optimizer is 'sgd', 'adam', or 'adamw'. Must be a float in the range[0, 1].", + "type": "number", + "x-nullable": true } }, - "x-ms-discriminator-value": "Certificate", "additionalProperties": false }, - "CertificateDatastoreSecrets": { - "description": "Datastore certificate secrets.", + "ImageModelSettingsClassification": { + "description": "Settings used for training the model.\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", "type": "object", "allOf": [ { - "$ref": "#/definitions/DatastoreSecrets" + "$ref": "#/definitions/ImageModelSettings" } ], "properties": { - "certificate": { - "description": "Service principal certificate.", - "type": "string", + "trainingCropSize": { + "format": "int32", + "description": "Image crop size that is input to the neural network for the training dataset. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "validationCropSize": { + "format": "int32", + "description": "Image crop size that is input to the neural network for the validation dataset. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "validationResizeSize": { + "format": "int32", + "description": "Image size to which to resize before cropping for validation dataset. Must be a positive integer.", + "type": "integer", + "x-nullable": true + }, + "weightedLoss": { + "format": "int32", + "description": "Weighted loss. The accepted values are 0 for no weighted loss.\r\n1 for weighted loss with sqrt.(class_weights). 2 for weighted loss with class_weights. Must be 0 or 1 or 2.", + "type": "integer", "x-nullable": true } }, - "x-ms-discriminator-value": "Certificate", "additionalProperties": false }, - "CodeConfiguration": { - "description": "Configuration for a scoring code asset.", - "required": [ - "scoringScript" - ], + "ImageModelSettingsObjectDetection": { + "description": "Settings used for training the model.\r\nFor more information on the available settings please visit the official documentation:\r\nhttps://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.", "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ImageModelSettings" + } + ], "properties": { - "codeId": { - "description": "ARM resource ID of the code asset.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], + "boxDetectionsPerImage": { + "format": "int32", + "description": "Maximum number of detections per image, for all classes. Must be a positive integer.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "integer", + "x-nullable": true + }, + "boxScoreThreshold": { + "format": "float", + "description": "During inference, only return proposals with a classification score greater than\r\nBoxScoreThreshold. Must be a float in the range[0, 1].", + "type": "number", + "x-nullable": true + }, + "imageSize": { + "format": "int32", + "description": "Image size for train and validation. Must be a positive integer.\r\nNote: The training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "type": "integer", + "x-nullable": true + }, + "maxSize": { + "format": "int32", + "description": "Maximum size of the image to be rescaled before feeding it to the backbone.\r\nMust be a positive integer. Note: training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "integer", + "x-nullable": true + }, + "minSize": { + "format": "int32", + "description": "Minimum size of the image to be rescaled before feeding it to the backbone.\r\nMust be a positive integer. Note: training run may get into CUDA OOM if the size is too big.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "integer", + "x-nullable": true + }, + "modelSize": { + "description": "Model size. Must be 'small', 'medium', 'large', or 'xlarge'.\r\nNote: training run may get into CUDA OOM if the model size is too big.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "default": "None", + "$ref": "#/definitions/ModelSize" + }, + "multiScale": { + "description": "Enable multi-scale image by varying image size by +/- 50%.\r\nNote: training run may get into CUDA OOM if no sufficient GPU memory.\r\nNote: This settings is only supported for the 'yolov5' algorithm.", + "type": "boolean", + "x-nullable": true + }, + "nmsIouThreshold": { + "format": "float", + "description": "IOU threshold used during inference in NMS post processing. Must be a float in the range [0, 1].", + "type": "number", "x-nullable": true }, - "scoringScript": { - "description": "[Required] The script to execute on startup. eg. \"score.py\"", - "minLength": 1, - "pattern": "[a-zA-Z0-9_]", + "tileGridSize": { + "description": "The grid size to use for tiling each image. Note: TileGridSize must not be\r\nNone to enable small object detection logic. A string containing two integers in mxn format.\r\nNote: This settings is not supported for the 'yolov5' algorithm.", "type": "string", - "x-ms-mutability": [ - "create", - "read" - ] + "example": "3x2", + "x-nullable": true + }, + "tileOverlapRatio": { + "format": "float", + "description": "Overlap ratio between adjacent tiles in each dimension. Must be float in the range [0, 1).\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "number", + "x-nullable": true + }, + "tilePredictionsNmsThreshold": { + "format": "float", + "description": "The IOU threshold to use to perform NMS while merging predictions from tiles and image.\r\nUsed in validation/ inference. Must be float in the range [0, 1].\r\nNote: This settings is not supported for the 'yolov5' algorithm.", + "type": "number", + "x-nullable": true + }, + "validationIouThreshold": { + "format": "float", + "description": "IOU threshold to use when computing validation metric. Must be float in the range [0, 1].", + "type": "number", + "x-nullable": true + }, + "validationMetricType": { + "description": "Metric computation method to use for validation metrics.", + "default": "None", + "$ref": "#/definitions/ValidationMetricType" } }, "additionalProperties": false }, - "CodeContainer": { - "description": "Container for code asset versions.", + "ImageObjectDetection": { + "description": "Image Object Detection. Object detection is used to identify objects in an image and locate each object with a\r\nbounding box e.g. locate all dogs and cats in an image and draw a bounding box around each.", "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetContainer" + "$ref": "#/definitions/ImageObjectDetectionBase" + }, + { + "$ref": "#/definitions/AutoMLVertical" } ], - "x-ms-client-name": "CodeContainerProperties", + "properties": { + "primaryMetric": { + "description": "Primary metric to optimize for this task.", + "default": "MeanAveragePrecision", + "$ref": "#/definitions/ObjectDetectionPrimaryMetrics" + } + }, + "x-ms-discriminator-value": "ImageObjectDetection", "additionalProperties": false }, - "CodeContainerResource": { - "description": "Azure Resource Manager resource envelope.", - "required": [ - "properties" - ], + "ImageObjectDetectionBase": { "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "#/definitions/ImageVertical" } ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/CodeContainer" + "modelSettings": { + "description": "Settings used for training the model.", + "$ref": "#/definitions/ImageModelSettingsObjectDetection", + "x-nullable": true + }, + "searchSpace": { + "description": "Search space for sampling different combinations of models and their hyperparameters.", + "type": "array", + "items": { + "$ref": "#/definitions/ImageModelDistributionSettingsObjectDetection" + }, + "x-nullable": true, + "x-ms-identifiers": [] } }, - "x-ms-client-name": "CodeContainer", "additionalProperties": false }, - "CodeContainerResourceArmPaginatedResult": { - "description": "A paginated list of CodeContainer entities.", + "ImageSweepLimitSettings": { + "description": "Limit settings for model sweeping and hyperparameter sweeping.", "type": "object", "properties": { - "nextLink": { - "description": "The link to the next page of CodeContainer objects. If null, there are no additional pages.", - "type": "string" + "maxConcurrentTrials": { + "format": "int32", + "description": "Maximum number of concurrent iterations for the underlying Sweep job.", + "type": "integer", + "x-nullable": true }, - "value": { - "description": "An array of objects of type CodeContainer.", - "type": "array", - "items": { - "$ref": "#/definitions/CodeContainerResource" - } + "maxTrials": { + "format": "int32", + "description": "Maximum number of iterations for the underlying Sweep job.", + "type": "integer", + "x-nullable": true } }, "additionalProperties": false }, - "CodeVersion": { - "description": "Code asset version details.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetBase" - } + "ImageSweepSettings": { + "description": "Model sweeping and hyperparameter sweeping related settings.", + "required": [ + "limits", + "samplingAlgorithm" ], + "type": "object", "properties": { - "codeUri": { - "description": "Uri where code is located", - "type": "string", - "example": "https://blobStorage/folderName", + "earlyTermination": { + "description": "Type of early termination policy.", + "$ref": "#/definitions/EarlyTerminationPolicy", "x-nullable": true + }, + "limits": { + "description": "[Required] Limit settings for model sweeping and hyperparameter sweeping.", + "$ref": "#/definitions/ImageSweepLimitSettings" + }, + "samplingAlgorithm": { + "description": "[Required] Type of the hyperparameter sampling algorithms.", + "$ref": "#/definitions/SamplingAlgorithmType" } }, - "x-ms-client-name": "CodeVersionProperties", "additionalProperties": false }, - "CodeVersionResource": { - "description": "Azure Resource Manager resource envelope.", + "ImageVertical": { + "description": "Abstract class for AutoML tasks that train image (computer vision) models -\r\nsuch as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.", "required": [ - "properties" + "limitSettings" ], "type": "object", - "allOf": [ - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" - } - ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/CodeVersion" + "limitSettings": { + "description": "[Required] Limit settings for the AutoML job.", + "$ref": "#/definitions/ImageLimitSettings" + }, + "sweepSettings": { + "description": "Model sweeping and hyperparameter sweeping related settings.", + "$ref": "#/definitions/ImageSweepSettings", + "x-nullable": true + }, + "validationData": { + "description": "Validation data inputs.", + "$ref": "#/definitions/MLTableJobInput", + "x-nullable": true + }, + "validationDataSize": { + "format": "double", + "description": "The fraction of training dataset that needs to be set aside for validation purpose.\r\nValues between (0.0 , 1.0)\r\nApplied when validation dataset is not provided.", + "type": "number", + "x-nullable": true } }, - "x-ms-client-name": "CodeVersion", "additionalProperties": false }, - "CodeVersionResourceArmPaginatedResult": { - "description": "A paginated list of CodeVersion entities.", + "InferenceContainerProperties": { "type": "object", "properties": { - "nextLink": { - "description": "The link to the next page of CodeVersion objects. If null, there are no additional pages.", - "type": "string" + "livenessRoute": { + "description": "The route to check the liveness of the inference server container.", + "$ref": "#/definitions/Route" }, - "value": { - "description": "An array of objects of type CodeVersion.", - "type": "array", - "items": { - "$ref": "#/definitions/CodeVersionResource" - } + "readinessRoute": { + "description": "The route to check the readiness of the inference server container.", + "$ref": "#/definitions/Route" + }, + "scoringRoute": { + "description": "The port to send the scoring requests to, within the inference server container.", + "$ref": "#/definitions/Route" } }, "additionalProperties": false }, - "CommandJob": { - "description": "Command job definition.", + "InputDeliveryMode": { + "description": "Enum to determine the input data delivery mode.", + "enum": [ + "ReadOnlyMount", + "ReadWriteMount", + "Download", + "Direct", + "EvalMount", + "EvalDownload" + ], + "type": "string", + "x-ms-enum": { + "name": "InputDeliveryMode", + "modelAsString": true, + "values": [ + { + "value": "ReadOnlyMount" + }, + { + "value": "ReadWriteMount" + }, + { + "value": "Download" + }, + { + "value": "Direct" + }, + { + "value": "EvalMount" + }, + { + "value": "EvalDownload" + } + ] + }, + "additionalProperties": false + }, + "InstanceSegmentationPrimaryMetrics": { + "description": "Primary metrics for InstanceSegmentation tasks.", + "enum": [ + "MeanAveragePrecision" + ], + "type": "string", + "x-ms-enum": { + "name": "InstanceSegmentationPrimaryMetrics", + "modelAsString": true, + "values": [ + { + "value": "MeanAveragePrecision", + "description": "Mean Average Precision (MAP) is the average of AP (Average Precision).\nAP is calculated for each class and averaged to get the MAP." + } + ] + }, + "additionalProperties": false + }, + "JobBase": { + "description": "Base definition for a job.", "required": [ - "command", - "environmentId" + "jobType" ], "type": "object", "allOf": [ { - "$ref": "#/definitions/JobBase" + "$ref": "#/definitions/ResourceBase" } ], "properties": { - "codeId": { - "description": "ARM resource ID of the code asset.", + "componentId": { + "description": "ARM resource ID of the component resource.", "type": "string", "x-ms-mutability": [ "create", @@ -6298,129 +10602,82 @@ ], "x-nullable": true }, - "command": { - "description": "[Required] The command to execute on startup of the job. eg. \"python train.py\"", - "minLength": 1, - "pattern": "[a-zA-Z0-9_]", + "computeId": { + "description": "ARM resource ID of the compute resource.", "type": "string", "x-ms-mutability": [ "create", "read" - ] + ], + "x-nullable": true }, - "distribution": { - "description": "Distribution configuration of the job. If set, this should be one of Mpi, Tensorflow, PyTorch, or null.", - "$ref": "#/definitions/DistributionConfiguration", + "displayName": { + "description": "Display name of job.", + "type": "string", "x-ms-mutability": [ "create", "read" ], "x-nullable": true }, - "environmentId": { - "description": "[Required] The ARM resource ID of the Environment specification for the job.", - "pattern": "[a-zA-Z0-9_]", + "experimentName": { + "description": "The name of the experiment the job belongs to. If not set, the job is placed in the \"Default\" experiment.", + "default": "Default", "type": "string", "x-ms-mutability": [ "create", "read" ] }, - "environmentVariables": { - "description": "Environment variables included in the job.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - }, + "identity": { + "description": "Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.\r\nDefaults to AmlToken if null.", + "$ref": "#/definitions/IdentityConfiguration", "x-ms-mutability": [ "create", "read" ], "x-nullable": true }, - "inputs": { - "description": "Mapping of input data bindings used in the job.", - "type": "object", - "additionalProperties": { - "description": "Command job definition.", - "$ref": "#/definitions/JobInput", - "x-nullable": true - }, + "isArchived": { + "description": "Is the asset archived?", + "default": false, + "type": "boolean", "x-ms-mutability": [ "create", - "read" - ], - "x-nullable": true + "read", + "update" + ] }, - "limits": { - "description": "Command Job limit.", - "$ref": "#/definitions/CommandJobLimits", + "jobType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobType", "x-ms-mutability": [ "create", "read" - ], - "x-nullable": true + ] }, - "outputs": { - "description": "Mapping of output data bindings used in the job.", + "services": { + "description": "List of JobEndpoints.\r\nFor local jobs, a job endpoint will have an endpoint value of FileStreamObject.", "type": "object", "additionalProperties": { - "description": "Job output definition container information on where to find job output/logs.", - "$ref": "#/definitions/JobOutput", + "$ref": "#/definitions/JobService", "x-nullable": true }, - "x-ms-mutability": [ - "create", - "read" - ], "x-nullable": true }, - "parameters": { - "description": "Input parameters.", - "type": "object", + "status": { + "description": "Status of the job.", + "$ref": "#/definitions/JobStatus", "readOnly": true, "x-ms-mutability": [ "read" - ], - "x-nullable": true - }, - "resources": { - "description": "Compute Resource configuration for the job.", - "default": "{}", - "$ref": "#/definitions/ResourceConfiguration", - "x-ms-mutability": [ - "create", - "read" ] } }, - "x-ms-discriminator-value": "Command", - "additionalProperties": false - }, - "CommandJobLimits": { - "description": "Command Job limit class.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/JobLimits" - } - ], - "x-ms-discriminator-value": "Command", - "additionalProperties": false - }, - "ComponentContainer": { - "description": "Component container definition.\r\n", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetContainer" - } - ], - "x-ms-client-name": "ComponentContainerProperties", - "additionalProperties": false + "discriminator": "jobType", + "x-ms-client-name": "JobBaseProperties" }, - "ComponentContainerResource": { + "JobBaseResource": { "description": "Azure Resource Manager resource envelope.", "required": [ "properties" @@ -6434,492 +10691,913 @@ "properties": { "properties": { "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/ComponentContainer" + "$ref": "#/definitions/JobBase" } }, - "x-ms-client-name": "ComponentContainer", + "x-ms-client-name": "JobBase", "additionalProperties": false }, - "ComponentContainerResourceArmPaginatedResult": { - "description": "A paginated list of ComponentContainer entities.", + "JobBaseResourceArmPaginatedResult": { + "description": "A paginated list of JobBase entities.", "type": "object", "properties": { "nextLink": { - "description": "The link to the next page of ComponentContainer objects. If null, there are no additional pages.", + "description": "The link to the next page of JobBase objects. If null, there are no additional pages.", "type": "string" }, "value": { - "description": "An array of objects of type ComponentContainer.", + "description": "An array of objects of type JobBase.", "type": "array", "items": { - "$ref": "#/definitions/ComponentContainerResource" + "$ref": "#/definitions/JobBaseResource" + } + } + }, + "additionalProperties": false + }, + "JobInput": { + "description": "Command job definition.", + "required": [ + "jobInputType" + ], + "type": "object", + "properties": { + "description": { + "description": "Description for the input.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "jobInputType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobInputType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "jobInputType" + }, + "JobInputType": { + "description": "Enum to determine the Job Input Type.", + "enum": [ + "literal", + "uri_file", + "uri_folder", + "mltable", + "custom_model", + "mlflow_model", + "triton_model" + ], + "type": "string", + "x-ms-enum": { + "name": "JobInputType", + "modelAsString": true, + "values": [ + { + "value": "literal" + }, + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + }, + { + "value": "custom_model" + }, + { + "value": "mlflow_model" + }, + { + "value": "triton_model" + } + ] + }, + "additionalProperties": false + }, + "JobLimits": { + "required": [ + "jobLimitsType" + ], + "type": "object", + "properties": { + "jobLimitsType": { + "description": "[Required] JobLimit type.", + "$ref": "#/definitions/JobLimitsType" + }, + "timeout": { + "format": "duration", + "description": "The max run duration in ISO 8601 format, after which the job will be cancelled. Only supports duration with precision as low as Seconds.", + "type": "string", + "x-nullable": true + } + }, + "discriminator": "jobLimitsType" + }, + "JobLimitsType": { + "enum": [ + "Command", + "Sweep" + ], + "type": "string", + "x-ms-enum": { + "name": "JobLimitsType", + "modelAsString": true, + "values": [ + { + "value": "Command" + }, + { + "value": "Sweep" + } + ] + }, + "additionalProperties": false + }, + "JobOutput": { + "description": "Job output definition container information on where to find job output/logs.", + "required": [ + "jobOutputType" + ], + "type": "object", + "properties": { + "description": { + "description": "Description for the output.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "jobOutputType": { + "description": "[Required] Specifies the type of job.", + "$ref": "#/definitions/JobOutputType", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "jobOutputType" + }, + "JobOutputType": { + "description": "Enum to determine the Job Output Type.", + "enum": [ + "uri_file", + "uri_folder", + "mltable", + "custom_model", + "mlflow_model", + "triton_model" + ], + "type": "string", + "x-ms-enum": { + "name": "JobOutputType", + "modelAsString": true, + "values": [ + { + "value": "uri_file" + }, + { + "value": "uri_folder" + }, + { + "value": "mltable" + }, + { + "value": "custom_model" + }, + { + "value": "mlflow_model" + }, + { + "value": "triton_model" + } + ] + }, + "additionalProperties": false + }, + "JobProvisioningState": { + "description": "Enum to determine the job provisioning state.", + "enum": [ + "Succeeded", + "Failed", + "Canceled", + "InProgress" + ], + "type": "string", + "x-ms-enum": { + "name": "JobProvisioningState", + "modelAsString": true, + "values": [ + { + "value": "Succeeded" + }, + { + "value": "Failed" + }, + { + "value": "Canceled" + }, + { + "value": "InProgress" } + ] + }, + "additionalProperties": false + }, + "DeploymentResourceConfiguration": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceConfiguration" } - }, + ], "additionalProperties": false }, - "ComponentVersion": { - "description": "Definition of a component version: defines resources that span component types.", + "JobResourceConfiguration": { "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetBase" + "$ref": "#/definitions/ResourceConfiguration" } ], "properties": { - "componentSpec": { - "description": "Defines Component definition details.\r\n", - "type": "object", - "example": { - "name": "Hello_Python_World", - "display_name": "Hello_Python_World", - "version": 1, - "type": "command", - "code": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/codes/mycode/versions/1", - "environment": "azureml:/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/environments/AzureML-Tutorial/versions/1", - "command": "python hello.py" - }, + "dockerArgs": { + "description": "Extra arguments to pass to the Docker run command. This would override any parameters that have already been set by the system, or in this section. This parameter is only supported for Azure ML compute types.", + "type": "string", "x-ms-mutability": [ "create", "read" ], "x-nullable": true + }, + "shmSize": { + "description": "Size of the docker container's shared memory block. This should be in the format of (number)(unit) where number as to be greater than 0 and the unit can be one of b(bytes), k(kilobytes), m(megabytes), or g(gigabytes).", + "default": "2g", + "pattern": "\\d+[bBkKmMgG]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "x-ms-client-name": "ComponentVersionProperties", "additionalProperties": false }, - "ComponentVersionResource": { - "description": "Azure Resource Manager resource envelope.", + "JobScheduleAction": { "required": [ - "properties" + "actionType", + "jobDefinition" ], "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "#/definitions/ScheduleActionBase" } ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/ComponentVersion" - } - }, - "x-ms-client-name": "ComponentVersion", - "additionalProperties": false - }, - "ComponentVersionResourceArmPaginatedResult": { - "description": "A paginated list of ComponentVersion entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of ComponentVersion objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type ComponentVersion.", - "type": "array", - "items": { - "$ref": "#/definitions/ComponentVersionResource" - } + "jobDefinition": { + "description": "[Required] Defines Schedule action definition details.", + "$ref": "#/definitions/JobBase", + "x-ms-mutability": [ + "create", + "read", + "update" + ] } }, + "x-ms-discriminator-value": "CreateJob", "additionalProperties": false }, - "ContainerResourceRequirements": { - "description": "Resource requirements for each container instance within an online deployment.", + "JobService": { + "description": "Job endpoint definition", "type": "object", "properties": { - "containerResourceLimits": { - "description": "Container resource limit info:", - "$ref": "#/definitions/ContainerResourceSettings", + "endpoint": { + "description": "Url for endpoint.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "containerResourceRequests": { - "description": "Container resource request info:", - "$ref": "#/definitions/ContainerResourceSettings", - "x-nullable": true - } - }, - "additionalProperties": false - }, - "ContainerResourceSettings": { - "type": "object", - "properties": { - "cpu": { - "description": "Number of vCPUs request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "errorMessage": { + "description": "Any error in the service.", "type": "string", - "example": "1", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], "x-nullable": true }, - "gpu": { - "description": "Number of Nvidia GPU cards request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "jobServiceType": { + "description": "Endpoint type.", "type": "string", - "example": "1", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "memory": { - "description": "Memory size request/limit for container. More info:\r\nhttps://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/", + "port": { + "format": "int32", + "description": "Port for endpoint.", + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "properties": { + "description": "Additional properties to set on the endpoint.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "status": { + "description": "Status of endpoint.", "type": "string", - "example": "2Gi", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], "x-nullable": true } }, "additionalProperties": false }, - "ContainerType": { + "JobStatus": { + "description": "The status of a job.", "enum": [ - "StorageInitializer", - "InferenceServer" + "NotStarted", + "Starting", + "Provisioning", + "Preparing", + "Queued", + "Running", + "Finalizing", + "CancelRequested", + "Completed", + "Failed", + "Canceled", + "NotResponding", + "Paused", + "Unknown", + "Scheduled" ], "type": "string", "x-ms-enum": { - "name": "ContainerType", + "name": "JobStatus", "modelAsString": true, "values": [ { - "value": "StorageInitializer" + "value": "NotStarted", + "description": "Run hasn't started yet." }, { - "value": "InferenceServer" + "value": "Starting", + "description": "Run has started. The user has a run ID." + }, + { + "value": "Provisioning", + "description": "(Not used currently) It will be used if ES is creating the compute target." + }, + { + "value": "Preparing", + "description": "The run environment is being prepared." + }, + { + "value": "Queued", + "description": "The job is queued in the compute target. For example, in BatchAI the job is in queued state, while waiting for all required nodes to be ready." + }, + { + "value": "Running", + "description": "The job started to run in the compute target." + }, + { + "value": "Finalizing", + "description": "Job is completed in the target. It is in output collection state now." + }, + { + "value": "CancelRequested", + "description": "Cancellation has been requested for the job." + }, + { + "value": "Completed", + "description": "Job completed successfully. This reflects that both the job itself and output collection states completed successfully" + }, + { + "value": "Failed", + "description": "Job failed." + }, + { + "value": "Canceled", + "description": "Following cancellation request, the job is now successfully canceled." + }, + { + "value": "NotResponding", + "description": "When heartbeat is enabled, if the run isn't updating any information to RunHistory then the run goes to NotResponding state.\nNotResponding is the only state that is exempt from strict transition orders. A run can go from NotResponding to any of the previous states." + }, + { + "value": "Paused", + "description": "The job is paused by users. Some adjustment to labeling jobs can be made only in paused state." + }, + { + "value": "Unknown", + "description": "Default job status if not mapped to all other statuses" + }, + { + "value": "Scheduled", + "description": "The job is in a scheduled state. Job is not in any active state." } ] }, "additionalProperties": false }, - "CredentialsType": { - "description": "Enum to determine the datastore credentials type.", + "JobType": { + "description": "Enum to determine the type of job.", "enum": [ - "AccountKey", - "Certificate", - "None", - "Sas", - "ServicePrincipal" + "AutoML", + "Command", + "Labeling", + "Sweep", + "Pipeline", + "Spark" ], "type": "string", "x-ms-enum": { - "name": "CredentialsType", + "name": "JobType", "modelAsString": true, "values": [ { - "value": "AccountKey" + "value": "AutoML" }, { - "value": "Certificate" + "value": "Command" }, { - "value": "None" + "value": "Labeling" }, { - "value": "Sas" + "value": "Sweep" }, { - "value": "ServicePrincipal" + "value": "Pipeline" + }, + { + "value": "Spark" } ] }, "additionalProperties": false }, - "CustomModelJobInput": { + "KerberosCredentials": { + "required": [ + "kerberosKdcAddress", + "kerberosPrincipal", + "kerberosRealm" + ], + "type": "object", + "properties": { + "kerberosKdcAddress": { + "description": "[Required] IP Address or DNS HostName.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "kerberosPrincipal": { + "description": "[Required] Kerberos Username", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "kerberosRealm": { + "description": "[Required] Domain over which a Kerberos authentication server has the authority to authenticate a user, host or service.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "additionalProperties": false + }, + "KerberosKeytabCredentials": { + "required": [ + "secrets" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetJobInput" + "$ref": "#/definitions/KerberosCredentials" }, { - "$ref": "#/definitions/JobInput" + "$ref": "#/definitions/DatastoreCredentials" } ], - "x-ms-discriminator-value": "custom_model", + "properties": { + "secrets": { + "description": "[Required] Keytab secrets.", + "$ref": "#/definitions/KerberosKeytabSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true + } + }, + "x-ms-discriminator-value": "KerberosKeytab", "additionalProperties": false }, - "CustomModelJobOutput": { + "KerberosKeytabSecrets": { "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetJobOutput" - }, - { - "$ref": "#/definitions/JobOutput" + "$ref": "#/definitions/DatastoreSecrets" } ], - "x-ms-discriminator-value": "custom_model", + "properties": { + "kerberosKeytab": { + "description": "Kerberos keytab secret.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "KerberosKeytab", "additionalProperties": false }, - "DataContainer": { - "description": "Container for data asset versions.", + "KerberosPasswordCredentials": { "required": [ - "dataType" + "secrets" ], "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetContainer" + "$ref": "#/definitions/KerberosCredentials" + }, + { + "$ref": "#/definitions/DatastoreCredentials" } ], "properties": { - "dataType": { - "description": "[Required] Specifies the type of data.", - "$ref": "#/definitions/DataType", + "secrets": { + "description": "[Required] Kerberos password secrets.", + "$ref": "#/definitions/KerberosPasswordSecrets", "x-ms-mutability": [ "create", - "read" - ] + "update" + ], + "x-ms-secret": true } }, - "x-ms-client-name": "DataContainerProperties", + "x-ms-discriminator-value": "KerberosPassword", "additionalProperties": false }, - "DataContainerResource": { - "description": "Azure Resource Manager resource envelope.", - "required": [ - "properties" - ], + "KerberosPasswordSecrets": { "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "#/definitions/DatastoreSecrets" } ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/DataContainer" + "kerberosPassword": { + "description": "Kerberos password secret.", + "type": "string", + "x-nullable": true } }, - "x-ms-client-name": "DataContainer", + "x-ms-discriminator-value": "KerberosPassword", "additionalProperties": false }, - "DataContainerResourceArmPaginatedResult": { - "description": "A paginated list of DataContainer entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of DataContainer objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type DataContainer.", - "type": "array", - "items": { - "$ref": "#/definitions/DataContainerResource" + "KeyType": { + "enum": [ + "Primary", + "Secondary" + ], + "type": "string", + "x-ms-enum": { + "name": "KeyType", + "modelAsString": true, + "values": [ + { + "value": "Primary" + }, + { + "value": "Secondary" } - } + ] }, "additionalProperties": false }, - "DataPathAssetReference": { - "description": "Reference to an asset via its path in a datastore.", + "KubernetesOnlineDeployment": { + "description": "Properties specific to a KubernetesOnlineDeployment.", "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetReferenceBase" + "$ref": "#/definitions/OnlineDeployment" } ], "properties": { - "datastoreId": { - "description": "ARM resource ID of the datastore where the asset is located.", + "containerResourceRequirements": { + "description": "The resource requirements for the container (cpu and memory).", + "$ref": "#/definitions/ContainerResourceRequirements", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Kubernetes", + "additionalProperties": false + }, + "LabelCategory": { + "description": "Label category definition", + "type": "object", + "properties": { + "classes": { + "description": "Dictionary of label classes in this category.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/LabelClass", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read", + "update" + ], + "x-nullable": true + }, + "displayName": { + "description": "Display name of the label category.", "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "path": { - "description": "The path of the file/directory in the datastore.", + "multiSelectEnabled": { + "description": "Indicates whether it is allowed to select multiple classes in this category.", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "additionalProperties": false + }, + "LabelClass": { + "description": "Label class definition", + "type": "object", + "properties": { + "displayName": { + "description": "Display name of the label class.", "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "subclasses": { + "description": "Dictionary of subclasses of the label class.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/LabelClass", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read", + "update" + ], "x-nullable": true } }, - "x-ms-discriminator-value": "DataPath", "additionalProperties": false }, - "Datastore": { - "description": "Base definition for datastore contents configuration.", - "required": [ - "credentials", - "datastoreType" - ], + "LabelingDataConfiguration": { + "description": "Labeling data configuration definition", + "type": "object", + "properties": { + "dataId": { + "description": "Resource Id of the data asset to perform labeling.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "incrementalDataRefreshEnabled": { + "description": "Indicates whether to enable incremental data refresh.", + "default": false, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "additionalProperties": false + }, + "LabelingJob": { + "description": "Labeling job definition", "type": "object", "allOf": [ { - "$ref": "#/definitions/ResourceBase" + "$ref": "#/definitions/JobBase" } ], "properties": { - "credentials": { - "description": "[Required] Account credentials.", - "$ref": "#/definitions/DatastoreCredentials" + "createdDateTime": { + "format": "date-time", + "description": "Created time of the job in UTC timezone.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true }, - "datastoreType": { - "description": "[Required] Storage type backing the datastore.", - "$ref": "#/definitions/DatastoreType" + "dataConfiguration": { + "description": "Configuration of data used in the job.", + "$ref": "#/definitions/LabelingDataConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true }, - "isDefault": { - "description": "Readonly property to indicate if datastore is the workspace default datastore", - "type": "boolean", + "jobInstructions": { + "description": "Labeling instructions of the job.", + "$ref": "#/definitions/LabelingJobInstructions", + "x-ms-mutability": [ + "create", + "read", + "update" + ], + "x-nullable": true + }, + "labelCategories": { + "description": "Label categories of the job.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/LabelCategory", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read", + "update" + ], + "x-nullable": true + }, + "labelingJobMediaProperties": { + "description": "Media type specific properties in the job.", + "$ref": "#/definitions/LabelingJobMediaProperties", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "mlAssistConfiguration": { + "description": "Configuration of MLAssist feature in the job.", + "default": "{\"MLAssist\":\"Disabled\"}", + "$ref": "#/definitions/MLAssistConfiguration", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "progressMetrics": { + "description": "Progress metrics of the job.", + "$ref": "#/definitions/ProgressMetrics", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "projectId": { + "format": "uuid", + "description": "Internal id of the job(Previously called project).", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "provisioningState": { + "description": "Specifies the labeling job provisioning state.", + "$ref": "#/definitions/JobProvisioningState", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "statusMessages": { + "description": "Status messages of the job.", + "type": "array", + "items": { + "$ref": "#/definitions/StatusMessage" + }, "readOnly": true, "x-ms-mutability": [ "read" - ] - } - }, - "discriminator": "datastoreType", - "x-ms-client-name": "DatastoreProperties" - }, - "DatastoreCredentials": { - "description": "Base definition for datastore credentials.", - "required": [ - "credentialsType" - ], - "type": "object", - "properties": { - "credentialsType": { - "description": "[Required] Credential type used to authentication with storage.", - "$ref": "#/definitions/CredentialsType" + ], + "x-nullable": true, + "x-ms-identifiers": [] } }, - "discriminator": "credentialsType" + "x-ms-discriminator-value": "Labeling", + "x-ms-client-name": "LabelingJobProperties", + "additionalProperties": false }, - "DatastoreResource": { - "description": "Azure Resource Manager resource envelope.", - "required": [ - "properties" - ], + "LabelingJobImageProperties": { + "description": "Properties of a labeling job for image data", "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "#/definitions/LabelingJobMediaProperties" } ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/Datastore" - } - }, - "x-ms-client-name": "Datastore", - "additionalProperties": false - }, - "DatastoreResourceArmPaginatedResult": { - "description": "A paginated list of Datastore entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of Datastore objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type Datastore.", - "type": "array", - "items": { - "$ref": "#/definitions/DatastoreResource" - } + "annotationType": { + "description": "Annotation type of image labeling job.", + "default": "Classification", + "$ref": "#/definitions/ImageAnnotationType", + "x-ms-mutability": [ + "create", + "read" + ] } }, + "x-ms-discriminator-value": "Image", "additionalProperties": false }, - "DatastoreSecrets": { - "description": "Base definition for datastore secrets.", - "required": [ - "secretsType" - ], + "LabelingJobInstructions": { + "description": "Instructions for labeling job", "type": "object", "properties": { - "secretsType": { - "description": "[Required] Credential type used to authentication with storage.", - "$ref": "#/definitions/SecretsType" + "uri": { + "description": "The link to a page with detailed labeling instructions for labelers.", + "type": "string", + "x-ms-mutability": [ + "create", + "read", + "update" + ], + "x-nullable": true } }, - "discriminator": "secretsType" - }, - "DatastoreType": { - "description": "Enum to determine the datastore contents type.", - "enum": [ - "AzureBlob", - "AzureDataLakeGen1", - "AzureDataLakeGen2", - "AzureFile" - ], - "type": "string", - "x-ms-enum": { - "name": "DatastoreType", - "modelAsString": true, - "values": [ - { - "value": "AzureBlob" - }, - { - "value": "AzureDataLakeGen1" - }, - { - "value": "AzureDataLakeGen2" - }, - { - "value": "AzureFile" - } - ] - }, "additionalProperties": false }, - "DataType": { - "description": "Enum to determine the type of data.", - "enum": [ - "uri_file", - "uri_folder", - "mltable" - ], - "type": "string", - "x-ms-enum": { - "name": "DataType", - "modelAsString": true, - "values": [ - { - "value": "uri_file" - }, - { - "value": "uri_folder" - }, - { - "value": "mltable" - } - ] - }, - "additionalProperties": false - }, - "DataVersionBase": { - "description": "Data version base definition", + "LabelingJobMediaProperties": { + "description": "Properties of a labeling job", "required": [ - "dataType", - "dataUri" + "mediaType" ], "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetBase" - } - ], "properties": { - "dataType": { - "description": "[Required] Specifies the type of data.", - "$ref": "#/definitions/DataType", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "dataUri": { - "description": "[Required] Uri of the data. Usage/meaning depends on Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20220501.Assets.DataVersionBase.DataType", - "pattern": "[a-zA-Z0-9_]", - "type": "string", + "mediaType": { + "description": "[Required] Media type of the job.", + "$ref": "#/definitions/MediaType", "x-ms-mutability": [ "create", "read" ] } }, - "discriminator": "dataType", - "x-ms-client-name": "DataVersionBaseProperties" + "discriminator": "mediaType" }, - "DataVersionBaseResource": { + "LabelingJobResource": { "description": "Azure Resource Manager resource envelope.", "required": [ "properties" @@ -6933,208 +11611,180 @@ "properties": { "properties": { "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/DataVersionBase" + "$ref": "#/definitions/LabelingJob" } }, - "x-ms-client-name": "DataVersionBase", + "x-ms-client-name": "LabelingJob", "additionalProperties": false }, - "DataVersionBaseResourceArmPaginatedResult": { - "description": "A paginated list of DataVersionBase entities.", + "LabelingJobResourceArmPaginatedResult": { + "description": "A paginated list of LabelingJob entities.", "type": "object", "properties": { "nextLink": { - "description": "The link to the next page of DataVersionBase objects. If null, there are no additional pages.", + "description": "The link to the next page of LabelingJob objects. If null, there are no additional pages.", "type": "string" }, "value": { - "description": "An array of objects of type DataVersionBase.", + "description": "An array of objects of type LabelingJob.", "type": "array", "items": { - "$ref": "#/definitions/DataVersionBaseResource" + "$ref": "#/definitions/LabelingJobResource" } } }, "additionalProperties": false }, - "DefaultScaleSettings": { + "LabelingJobTextProperties": { + "description": "Properties of a labeling job for text data", "type": "object", "allOf": [ { - "$ref": "#/definitions/OnlineScaleSettings" + "$ref": "#/definitions/LabelingJobMediaProperties" } ], - "x-ms-discriminator-value": "Default", - "additionalProperties": false - }, - "DeploymentLogs": { - "type": "object", - "properties": { - "content": { - "description": "The retrieved online deployment logs.", - "type": "string", - "x-nullable": true - } - }, - "additionalProperties": false - }, - "DeploymentLogsRequest": { - "type": "object", "properties": { - "containerType": { - "description": "The type of container to retrieve logs from.", - "default": "InferenceServer", - "$ref": "#/definitions/ContainerType" - }, - "tail": { - "format": "int32", - "description": "The maximum number of lines to tail.", - "type": "integer", - "x-nullable": true + "annotationType": { + "description": "Annotation type of text labeling job.", + "default": "Classification", + "$ref": "#/definitions/TextAnnotationType", + "x-ms-mutability": [ + "create", + "read" + ] } }, + "x-ms-discriminator-value": "Text", "additionalProperties": false }, - "DeploymentProvisioningState": { - "description": "Possible values for DeploymentProvisioningState.", + "LearningRateScheduler": { + "description": "Learning rate scheduler enum.", "enum": [ - "Creating", - "Deleting", - "Scaling", - "Updating", - "Succeeded", - "Failed", - "Canceled" + "None", + "WarmupCosine", + "Step" ], "type": "string", "x-ms-enum": { - "name": "DeploymentProvisioningState", + "name": "LearningRateScheduler", "modelAsString": true, "values": [ { - "value": "Creating" - }, - { - "value": "Deleting" - }, - { - "value": "Scaling" - }, - { - "value": "Updating" - }, - { - "value": "Succeeded" + "value": "None", + "description": "No learning rate scheduler selected." }, { - "value": "Failed" + "value": "WarmupCosine", + "description": "Cosine Annealing With Warmup." }, { - "value": "Canceled" + "value": "Step", + "description": "Step learning rate scheduler." } ] }, "additionalProperties": false }, - "DistributionConfiguration": { - "description": "Base definition for job distribution configuration.", - "required": [ - "distributionType" - ], - "type": "object", - "properties": { - "distributionType": { - "description": "[Required] Specifies the type of distribution framework.", - "$ref": "#/definitions/DistributionType", - "x-ms-mutability": [ - "create", - "read" - ] - } - }, - "discriminator": "distributionType" - }, - "DistributionType": { - "description": "Enum to determine the job distribution type.", + "ListViewType": { "enum": [ - "PyTorch", - "TensorFlow", - "Mpi" + "ActiveOnly", + "ArchivedOnly", + "All" ], "type": "string", "x-ms-enum": { - "name": "DistributionType", + "name": "ListViewType", "modelAsString": true, "values": [ { - "value": "PyTorch" + "value": "ActiveOnly" }, { - "value": "TensorFlow" + "value": "ArchivedOnly" }, { - "value": "Mpi" + "value": "All" } ] }, "additionalProperties": false }, - "EarlyTerminationPolicy": { - "description": "Early termination policies enable canceling poor-performing runs before they complete", + "LiteralJobInput": { + "description": "Literal input type.", "required": [ - "policyType" + "value" ], "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobInput" + } + ], "properties": { - "delayEvaluation": { - "format": "int32", - "description": "Number of intervals by which to delay the first evaluation.", - "default": 0, - "type": "integer" - }, - "evaluationInterval": { - "format": "int32", - "description": "Interval (number of runs) between policy evaluations.", - "default": 0, - "type": "integer" - }, - "policyType": { - "description": "[Required] Name of policy configuration", - "$ref": "#/definitions/EarlyTerminationPolicyType" + "value": { + "description": "[Required] Literal value for the input.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" } }, - "discriminator": "policyType" + "x-ms-discriminator-value": "literal", + "additionalProperties": false }, - "EarlyTerminationPolicyType": { + "LogVerbosity": { + "description": "Enum for setting log verbosity.", "enum": [ - "Bandit", - "MedianStopping", - "TruncationSelection" + "NotSet", + "Debug", + "Info", + "Warning", + "Error", + "Critical" ], "type": "string", "x-ms-enum": { - "name": "EarlyTerminationPolicyType", + "name": "LogVerbosity", "modelAsString": true, "values": [ { - "value": "Bandit" + "value": "NotSet", + "description": "No logs emitted." }, { - "value": "MedianStopping" + "value": "Debug", + "description": "Debug and above log statements logged." }, { - "value": "TruncationSelection" + "value": "Info", + "description": "Info and above log statements logged." + }, + { + "value": "Warning", + "description": "Warning and above log statements logged." + }, + { + "value": "Error", + "description": "Error and above log statements logged." + }, + { + "value": "Critical", + "description": "Only critical statements logged." } ] }, "additionalProperties": false }, - "EndpointAuthKeys": { - "description": "Keys for endpoint authentication.", + "ManagedIdentity": { + "description": "Managed identity configuration.", "type": "object", + "allOf": [ + { + "$ref": "#/definitions/IdentityConfiguration" + } + ], "properties": { - "primaryKey": { - "description": "The primary key.", + "clientId": { + "format": "uuid", + "description": "Specifies a user-assigned identity by client ID. For system-assigned, do not set this field.", "type": "string", "x-ms-mutability": [ "create", @@ -7142,8 +11792,18 @@ ], "x-nullable": true }, - "secondaryKey": { - "description": "The secondary key.", + "objectId": { + "format": "uuid", + "description": "Specifies a user-assigned identity by object ID. For system-assigned, do not set this field.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "resourceId": { + "description": "Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field.", "type": "string", "x-ms-mutability": [ "create", @@ -7152,233 +11812,227 @@ "x-nullable": true } }, + "x-ms-discriminator-value": "Managed", "additionalProperties": false }, - "EndpointAuthMode": { - "description": "Enum to determine endpoint authentication mode.", + "ManagedOnlineDeployment": { + "description": "Properties specific to a ManagedOnlineDeployment.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/OnlineDeployment" + } + ], + "x-ms-discriminator-value": "Managed", + "additionalProperties": false + }, + "MedianStoppingPolicy": { + "description": "Defines an early termination policy based on running averages of the primary metric of all runs", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EarlyTerminationPolicy" + } + ], + "x-ms-discriminator-value": "MedianStopping", + "additionalProperties": false + }, + "MediaType": { + "description": "Media type of data asset.", "enum": [ - "AMLToken", - "Key", - "AADToken" + "Image", + "Text" ], "type": "string", "x-ms-enum": { - "name": "EndpointAuthMode", + "name": "MediaType", "modelAsString": true, "values": [ { - "value": "AMLToken" - }, - { - "value": "Key" + "value": "Image" }, { - "value": "AADToken" + "value": "Text" } ] }, "additionalProperties": false }, - "EndpointAuthToken": { - "description": "Service Token", + "MLAssistConfiguration": { + "description": "Labeling MLAssist configuration definition", + "required": [ + "mlAssist" + ], "type": "object", "properties": { - "accessToken": { - "description": "Access token for endpoint authentication.", + "mlAssist": { + "description": "[Required] Indicates whether MLAssist feature is enabled.", + "$ref": "#/definitions/MLAssistConfigurationType", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "discriminator": "mlAssist" + }, + "MLAssistConfigurationDisabled": { + "description": "Labeling MLAssist configuration definition when MLAssist is disabled", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/MLAssistConfiguration" + } + ], + "x-ms-discriminator-value": "Disabled", + "additionalProperties": false + }, + "MLAssistConfigurationEnabled": { + "description": "Labeling MLAssist configuration definition when MLAssist is enabled", + "required": [ + "inferencingComputeBinding", + "trainingComputeBinding" + ], + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/MLAssistConfiguration" + } + ], + "properties": { + "inferencingComputeBinding": { + "description": "[Required] AML compute binding used in inferencing.", + "pattern": "[a-zA-Z0-9_]", "type": "string", - "x-nullable": true - }, - "expiryTimeUtc": { - "format": "int64", - "description": "Access token expiry time (UTC).", - "default": 0, - "type": "integer" - }, - "refreshAfterTimeUtc": { - "format": "int64", - "description": "Refresh access token after time (UTC).", - "default": 0, - "type": "integer" + "x-ms-mutability": [ + "create", + "read", + "update" + ] }, - "tokenType": { - "description": "Access token type.", + "trainingComputeBinding": { + "description": "[Required] AML compute binding used in training.", + "pattern": "[a-zA-Z0-9_]", "type": "string", - "x-nullable": true + "x-ms-mutability": [ + "create", + "read", + "update" + ] } }, + "x-ms-discriminator-value": "Enabled", "additionalProperties": false }, - "EndpointComputeType": { - "description": "Enum to determine endpoint compute type.", + "MLAssistConfigurationType": { "enum": [ - "Managed", - "Kubernetes", - "AzureMLCompute" + "Enabled", + "Disabled" ], "type": "string", "x-ms-enum": { - "name": "EndpointComputeType", + "name": "MLAssistConfigurationType", "modelAsString": true, "values": [ { - "value": "Managed" - }, - { - "value": "Kubernetes" + "value": "Enabled" }, { - "value": "AzureMLCompute" + "value": "Disabled" } ] }, "additionalProperties": false }, - "EndpointDeploymentPropertiesBase": { - "description": "Base definition for endpoint deployment.", + "MLFlowModelJobInput": { "type": "object", - "properties": { - "codeConfiguration": { - "description": "Code configuration for the endpoint deployment.", - "$ref": "#/definitions/CodeConfiguration", - "x-nullable": true - }, - "description": { - "description": "Description of the endpoint deployment.", - "type": "string", - "x-nullable": true - }, - "environmentId": { - "description": "ARM resource ID or AssetId of the environment specification for the endpoint deployment.", - "type": "string", - "x-nullable": true - }, - "environmentVariables": { - "description": "Environment variables configuration for the deployment.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - }, - "x-nullable": true + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" }, - "properties": { - "description": "Property dictionary. Properties can be added, but not removed or altered.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - }, - "x-nullable": true + { + "$ref": "#/definitions/JobInput" } - }, + ], + "x-ms-discriminator-value": "mlflow_model", "additionalProperties": false }, - "EndpointPropertiesBase": { - "description": "Inference Endpoint base definition", - "required": [ - "authMode" - ], + "MLFlowModelJobOutput": { "type": "object", - "properties": { - "authMode": { - "description": "[Required] Use 'Key' for key based authentication and 'AMLToken' for Azure Machine Learning token-based authentication. 'Key' doesn't expire but 'AMLToken' does.", - "$ref": "#/definitions/EndpointAuthMode" - }, - "description": { - "description": "Description of the inference endpoint.", - "type": "string", - "x-nullable": true - }, - "keys": { - "description": "EndpointAuthKeys to set initially on an Endpoint.\r\nThis property will always be returned as null. AuthKey values must be retrieved using the ListKeys API.", - "$ref": "#/definitions/EndpointAuthKeys", - "x-ms-mutability": [ - "create" - ], - "x-ms-secret": true, - "x-nullable": true + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" }, - "properties": { - "description": "Property dictionary. Properties can be added, but not removed or altered.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "mlflow_model", + "additionalProperties": false + }, + "MLTableData": { + "description": "MLTable data definition", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DataVersionBase" + } + ], + "properties": { + "referencedUris": { + "description": "Uris referenced in the MLTable definition (required for lineage)", + "type": "array", + "items": { + "type": "string" }, - "x-nullable": true - }, - "scoringUri": { - "format": "uri", - "description": "Endpoint URI.", - "type": "string", - "readOnly": true, - "x-ms-mutability": [ - "read" - ], - "x-nullable": true - }, - "swaggerUri": { - "format": "uri", - "description": "Endpoint Swagger URI.", - "type": "string", - "readOnly": true, "x-ms-mutability": [ + "create", "read" ], "x-nullable": true } }, + "x-ms-discriminator-value": "mltable", "additionalProperties": false }, - "EndpointProvisioningState": { - "description": "State of endpoint provisioning.", - "enum": [ - "Creating", - "Deleting", - "Succeeded", - "Failed", - "Updating", - "Canceled" + "MLTableJobInput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobInput" + }, + { + "$ref": "#/definitions/JobInput" + } ], - "type": "string", - "x-ms-enum": { - "name": "EndpointProvisioningState", - "modelAsString": true, - "values": [ - { - "value": "Creating" - }, - { - "value": "Deleting" - }, - { - "value": "Succeeded" - }, - { - "value": "Failed" - }, - { - "value": "Updating" - }, - { - "value": "Canceled" - } - ] - }, + "x-ms-discriminator-value": "mltable", "additionalProperties": false }, - "EnvironmentContainer": { - "description": "Container for environment specification versions.", + "MLTableJobOutput": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetJobOutput" + }, + { + "$ref": "#/definitions/JobOutput" + } + ], + "x-ms-discriminator-value": "mltable", + "additionalProperties": false + }, + "ModelContainer": { "type": "object", "allOf": [ { "$ref": "#/definitions/AssetContainer" } ], - "x-ms-client-name": "EnvironmentContainerProperties", + "x-ms-client-name": "ModelContainerProperties", "additionalProperties": false }, - "EnvironmentContainerResource": { + "ModelContainerResource": { "description": "Azure Resource Manager resource envelope.", "required": [ "properties" @@ -7392,53 +12046,70 @@ "properties": { "properties": { "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/EnvironmentContainer" + "$ref": "#/definitions/ModelContainer" } }, - "x-ms-client-name": "EnvironmentContainer", + "x-ms-client-name": "ModelContainer", "additionalProperties": false }, - "EnvironmentContainerResourceArmPaginatedResult": { - "description": "A paginated list of EnvironmentContainer entities.", + "ModelContainerResourceArmPaginatedResult": { + "description": "A paginated list of ModelContainer entities.", "type": "object", "properties": { "nextLink": { - "description": "The link to the next page of EnvironmentContainer objects. If null, there are no additional pages.", + "description": "The link to the next page of ModelContainer objects. If null, there are no additional pages.", "type": "string" }, "value": { - "description": "An array of objects of type EnvironmentContainer.", + "description": "An array of objects of type ModelContainer.", "type": "array", "items": { - "$ref": "#/definitions/EnvironmentContainerResource" + "$ref": "#/definitions/ModelContainerResource" } } }, "additionalProperties": false }, - "EnvironmentType": { - "description": "Environment type is either user created or curated by Azure ML service", + "ModelSize": { + "description": "Image model size.", "enum": [ - "Curated", - "UserCreated" + "None", + "Small", + "Medium", + "Large", + "ExtraLarge" ], "type": "string", "x-ms-enum": { - "name": "EnvironmentType", + "name": "ModelSize", "modelAsString": true, "values": [ { - "value": "Curated" + "value": "None", + "description": "No value selected." }, { - "value": "UserCreated" + "value": "Small", + "description": "Small size." + }, + { + "value": "Medium", + "description": "Medium size." + }, + { + "value": "Large", + "description": "Large size." + }, + { + "value": "ExtraLarge", + "description": "Extra large size." } ] }, "additionalProperties": false }, - "EnvironmentVersion": { - "description": "Environment version details.", + "ModelVersion": { + "description": "Model asset version details.", "type": "object", "allOf": [ { @@ -7446,61 +12117,35 @@ } ], "properties": { - "build": { - "description": "Configuration settings for Docker build context.", - "$ref": "#/definitions/BuildContext", - "x-ms-mutability": [ - "create", - "read" - ] + "flavors": { + "description": "Mapping of model flavors to their properties.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/FlavorData", + "x-nullable": true + }, + "x-nullable": true }, - "condaFile": { - "description": "Standard configuration file used by Conda that lets you install any kind of package, including Python, R, and C/C++ packages.\r\n", + "jobName": { + "description": "Name of the training job which produced this model", "type": "string", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "environmentType": { - "description": "Environment type is either user managed or curated by the Azure ML service\r\n", - "$ref": "#/definitions/EnvironmentType", - "readOnly": true, - "x-ms-mutability": [ - "read" - ] + "x-nullable": true }, - "image": { - "description": "Name of the image that will be used for the environment.\r\n", + "modelType": { + "description": "The storage format for this entity. Used for NCD.", "type": "string", - "example": "docker.io/tensorflow/serving:latest", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "inferenceConfig": { - "description": "Defines configuration specific to inference.", - "$ref": "#/definitions/InferenceContainerProperties", - "x-ms-mutability": [ - "create", - "read" - ] + "x-nullable": true }, - "osType": { - "description": "The OS type of the environment.", - "default": "Linux", - "$ref": "#/definitions/OperatingSystemType", - "x-ms-mutability": [ - "create", - "read" - ] + "modelUri": { + "description": "The URI path to the model contents.", + "type": "string", + "x-nullable": true } }, - "x-ms-client-name": "EnvironmentVersionProperties", + "x-ms-client-name": "ModelVersionProperties", "additionalProperties": false }, - "EnvironmentVersionResource": { + "ModelVersionResource": { "description": "Azure Resource Manager resource envelope.", "required": [ "properties" @@ -7514,210 +12159,225 @@ "properties": { "properties": { "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/EnvironmentVersion" + "$ref": "#/definitions/ModelVersion" } }, - "x-ms-client-name": "EnvironmentVersion", + "x-ms-client-name": "ModelVersion", "additionalProperties": false }, - "EnvironmentVersionResourceArmPaginatedResult": { - "description": "A paginated list of EnvironmentVersion entities.", + "ModelVersionResourceArmPaginatedResult": { + "description": "A paginated list of ModelVersion entities.", "type": "object", "properties": { "nextLink": { - "description": "The link to the next page of EnvironmentVersion objects. If null, there are no additional pages.", + "description": "The link to the next page of ModelVersion objects. If null, there are no additional pages.", "type": "string" }, "value": { - "description": "An array of objects of type EnvironmentVersion.", + "description": "An array of objects of type ModelVersion.", "type": "array", "items": { - "$ref": "#/definitions/EnvironmentVersionResource" + "$ref": "#/definitions/ModelVersionResource" } } }, "additionalProperties": false }, - "FlavorData": { - "type": "object", - "properties": { - "data": { - "description": "Model flavor-specific data.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - }, - "x-nullable": true - } - }, - "additionalProperties": false - }, - "Goal": { - "description": "Defines supported metric goals for hyperparameter tuning", - "enum": [ - "Minimize", - "Maximize" - ], - "type": "string", - "x-ms-enum": { - "name": "Goal", - "modelAsString": true, - "values": [ - { - "value": "Minimize" - }, - { - "value": "Maximize" - } - ] - }, - "additionalProperties": false - }, - "GridSamplingAlgorithm": { - "description": "Defines a Sampling Algorithm that exhaustively generates every value combination in the space", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/SamplingAlgorithm" - } - ], - "x-ms-discriminator-value": "Grid", - "additionalProperties": false - }, - "IdAssetReference": { - "description": "Reference to an asset via its ARM resource ID.", - "required": [ - "assetId" - ], + "Mpi": { + "description": "MPI distribution configuration.", "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetReferenceBase" + "$ref": "#/definitions/DistributionConfiguration" } ], "properties": { - "assetId": { - "description": "[Required] ARM resource ID of the asset.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" + "processCountPerInstance": { + "format": "int32", + "description": "Number of processes per MPI node.", + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true } }, - "x-ms-discriminator-value": "Id", + "x-ms-discriminator-value": "Mpi", "additionalProperties": false }, - "IdentityConfiguration": { - "description": "Base definition for identity configuration.", + "NCrossValidations": { + "description": "N-Cross validations value.", "required": [ - "identityType" + "mode" ], "type": "object", "properties": { - "identityType": { - "description": "[Required] Specifies the type of identity framework.", - "$ref": "#/definitions/IdentityConfigurationType", + "mode": { + "description": "[Required] Mode for determining N-Cross validations.", + "$ref": "#/definitions/NCrossValidationsMode", "x-ms-mutability": [ "create", "read" ] } }, - "discriminator": "identityType" + "discriminator": "mode" }, - "IdentityConfigurationType": { - "description": "Enum to determine identity framework.", + "NCrossValidationsMode": { + "description": "Determines how N-Cross validations value is determined.", "enum": [ - "Managed", - "AMLToken", - "UserIdentity" + "Auto", + "Custom" ], "type": "string", "x-ms-enum": { - "name": "IdentityConfigurationType", + "name": "NCrossValidationsMode", "modelAsString": true, "values": [ { - "value": "Managed" - }, - { - "value": "AMLToken" + "value": "Auto", + "description": "Determine N-Cross validations value automatically. Supported only for 'Forecasting' AutoML task." }, { - "value": "UserIdentity" + "value": "Custom", + "description": "Use custom N-Cross validations value." } ] }, "additionalProperties": false }, - "InferenceContainerProperties": { + "NlpVertical": { + "description": "Abstract class for NLP related AutoML tasks.\r\nNLP - Natural Language Processing.", "type": "object", "properties": { - "livenessRoute": { - "description": "The route to check the liveness of the inference server container.", - "$ref": "#/definitions/Route" + "featurizationSettings": { + "description": "Featurization inputs needed for AutoML job.", + "$ref": "#/definitions/NlpVerticalFeaturizationSettings", + "x-nullable": true }, - "readinessRoute": { - "description": "The route to check the readiness of the inference server container.", - "$ref": "#/definitions/Route" + "limitSettings": { + "description": "Execution constraints for AutoMLJob.", + "$ref": "#/definitions/NlpVerticalLimitSettings", + "x-nullable": true }, - "scoringRoute": { - "description": "The port to send the scoring requests to, within the inference server container.", - "$ref": "#/definitions/Route" + "validationData": { + "description": "Validation data inputs.", + "$ref": "#/definitions/MLTableJobInput", + "x-nullable": true } }, "additionalProperties": false }, - "InputDeliveryMode": { - "description": "Enum to determine the input data delivery mode.", + "NlpVerticalFeaturizationSettings": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/FeaturizationSettings" + } + ], + "additionalProperties": false + }, + "NlpVerticalLimitSettings": { + "description": "Job execution constraints.", + "type": "object", + "properties": { + "maxConcurrentTrials": { + "format": "int32", + "description": "Maximum Concurrent AutoML iterations.", + "default": 1, + "type": "integer" + }, + "maxTrials": { + "format": "int32", + "description": "Number of AutoML iterations.", + "default": 1, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "AutoML job timeout.", + "type": "string" + } + }, + "additionalProperties": false + }, + "NoneDatastoreCredentials": { + "description": "Empty/none datastore credentials.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/DatastoreCredentials" + } + ], + "x-ms-discriminator-value": "None", + "additionalProperties": false + }, + "ObjectDetectionPrimaryMetrics": { + "description": "Primary metrics for Image ObjectDetection task.", "enum": [ - "ReadOnlyMount", - "ReadWriteMount", - "Download", - "Direct", - "EvalMount", - "EvalDownload" + "MeanAveragePrecision" ], "type": "string", "x-ms-enum": { - "name": "InputDeliveryMode", + "name": "ObjectDetectionPrimaryMetrics", "modelAsString": true, "values": [ { - "value": "ReadOnlyMount" - }, - { - "value": "ReadWriteMount" - }, - { - "value": "Download" - }, - { - "value": "Direct" - }, - { - "value": "EvalMount" - }, - { - "value": "EvalDownload" + "value": "MeanAveragePrecision", + "description": "Mean Average Precision (MAP) is the average of AP (Average Precision).\nAP is calculated for each class and averaged to get the MAP." } ] }, "additionalProperties": false }, - "JobBase": { - "description": "Base definition for a job.", + "Objective": { + "description": "Optimization objective.", "required": [ - "jobType" + "goal", + "primaryMetric" + ], + "type": "object", + "properties": { + "goal": { + "description": "[Required] Defines supported metric goals for hyperparameter tuning", + "$ref": "#/definitions/Goal" + }, + "primaryMetric": { + "description": "[Required] Name of the metric to optimize.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" + } + }, + "additionalProperties": false + }, + "OnlineDeployment": { + "required": [ + "endpointComputeType" ], "type": "object", "allOf": [ { - "$ref": "#/definitions/ResourceBase" + "$ref": "#/definitions/EndpointDeploymentPropertiesBase" } ], "properties": { - "computeId": { - "description": "ARM resource ID of the compute resource.", + "appInsightsEnabled": { + "description": "If true, enables Application Insights logging.", + "default": false, + "type": "boolean" + }, + "egressPublicNetworkAccess": { + "description": "If Enabled, allow egress public network access. If Disabled, this will create secure egress. Default: Enabled.", + "default": "Enabled", + "$ref": "#/definitions/EgressPublicNetworkAccessType" + }, + "endpointComputeType": { + "description": "[Required] The compute type of the endpoint.", + "$ref": "#/definitions/EndpointComputeType" + }, + "instanceType": { + "description": "Compute instance type.", "type": "string", "x-ms-mutability": [ "create", @@ -7725,565 +12385,518 @@ ], "x-nullable": true }, - "displayName": { - "description": "Display name of job.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], + "livenessProbe": { + "description": "Liveness probe monitors the health of the container regularly.", + "$ref": "#/definitions/ProbeSettings", "x-nullable": true }, - "experimentName": { - "description": "The name of the experiment the job belongs to. If not set, the job is placed in the \"Default\" experiment.", - "default": "Default", + "model": { + "description": "The URI path to the model.", "type": "string", - "x-ms-mutability": [ - "create", - "read" - ] - }, - "identity": { - "description": "Identity configuration. If set, this should be one of AmlToken, ManagedIdentity, UserIdentity or null.\r\nDefaults to AmlToken if null.", - "$ref": "#/definitions/IdentityConfiguration", - "x-ms-mutability": [ - "create", - "read" - ], "x-nullable": true }, - "isArchived": { - "description": "Is the asset archived?", - "default": false, - "type": "boolean", - "x-ms-mutability": [ - "create", - "read", - "update" - ] + "modelMountPath": { + "description": "The path to mount the model in custom container.", + "type": "string", + "x-nullable": true }, - "jobType": { - "description": "[Required] Specifies the type of job.", - "$ref": "#/definitions/JobType", + "provisioningState": { + "description": "Provisioning state for the endpoint deployment.", + "$ref": "#/definitions/DeploymentProvisioningState", + "readOnly": true, "x-ms-mutability": [ - "create", "read" ] }, - "services": { - "description": "List of JobEndpoints.\r\nFor local jobs, a job endpoint will have an endpoint value of FileStreamObject.", - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/JobService", - "x-nullable": true - }, + "readinessProbe": { + "description": "Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.", + "$ref": "#/definitions/ProbeSettings", "x-nullable": true }, - "status": { - "description": "Status of the job.", - "$ref": "#/definitions/JobStatus", - "readOnly": true, - "x-ms-mutability": [ - "read" - ] + "requestSettings": { + "description": "Request settings for the deployment.", + "$ref": "#/definitions/OnlineRequestSettings", + "x-nullable": true + }, + "scaleSettings": { + "description": "Scale settings for the deployment.\r\nIf it is null or not provided,\r\nit defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment\r\nand to DefaultScaleSettings for ManagedOnlineDeployment.", + "$ref": "#/definitions/OnlineScaleSettings", + "x-nullable": true } }, - "discriminator": "jobType", - "x-ms-client-name": "JobBaseProperties" + "discriminator": "endpointComputeType", + "x-ms-client-name": "OnlineDeploymentProperties" }, - "JobBaseResource": { - "description": "Azure Resource Manager resource envelope.", + "OnlineDeploymentTrackedResource": { "required": [ + "location", "properties" ], "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" } ], "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" + }, + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, "properties": { "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/JobBase" + "$ref": "#/definitions/OnlineDeployment" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" } }, - "x-ms-client-name": "JobBase", + "x-ms-client-name": "OnlineDeployment", "additionalProperties": false }, - "JobBaseResourceArmPaginatedResult": { - "description": "A paginated list of JobBase entities.", + "OnlineDeploymentTrackedResourceArmPaginatedResult": { + "description": "A paginated list of OnlineDeployment entities.", "type": "object", "properties": { "nextLink": { - "description": "The link to the next page of JobBase objects. If null, there are no additional pages.", + "description": "The link to the next page of OnlineDeployment objects. If null, there are no additional pages.", "type": "string" }, "value": { - "description": "An array of objects of type JobBase.", + "description": "An array of objects of type OnlineDeployment.", "type": "array", "items": { - "$ref": "#/definitions/JobBaseResource" + "$ref": "#/definitions/OnlineDeploymentTrackedResource" } } }, "additionalProperties": false }, - "JobInput": { - "description": "Command job definition.", - "required": [ - "jobInputType" - ], + "OnlineEndpoint": { + "description": "Online endpoint configuration", "type": "object", + "allOf": [ + { + "$ref": "#/definitions/EndpointPropertiesBase" + } + ], "properties": { - "description": { - "description": "Description for the input.", + "compute": { + "description": "ARM resource ID of the compute if it exists.\r\noptional", "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], "x-nullable": true }, - "jobInputType": { - "description": "[Required] Specifies the type of job.", - "$ref": "#/definitions/JobInputType", + "mirrorTraffic": { + "description": "Percentage of traffic to be mirrored to each deployment without using returned scoring. Traffic values need to sum to utmost 50.", + "type": "object", + "additionalProperties": { + "format": "int32", + "type": "integer" + }, + "x-nullable": true + }, + "provisioningState": { + "description": "Provisioning state for the endpoint.", + "$ref": "#/definitions/EndpointProvisioningState", + "readOnly": true, "x-ms-mutability": [ - "create", "read" ] - } - }, - "discriminator": "jobInputType" - }, - "JobInputType": { - "description": "Enum to determine the Job Input Type.", - "enum": [ - "literal", - "uri_file", - "uri_folder", - "mltable", - "custom_model", - "mlflow_model", - "triton_model" - ], - "type": "string", - "x-ms-enum": { - "name": "JobInputType", - "modelAsString": true, - "values": [ - { - "value": "literal" - }, - { - "value": "uri_file" - }, - { - "value": "uri_folder" - }, - { - "value": "mltable" - }, - { - "value": "custom_model" - }, - { - "value": "mlflow_model" + }, + "publicNetworkAccess": { + "description": "Set to \"Enabled\" for endpoints that should allow public access when Private Link is enabled.", + "default": "Enabled", + "$ref": "#/definitions/PublicNetworkAccessType" + }, + "traffic": { + "description": "Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100.", + "type": "object", + "additionalProperties": { + "format": "int32", + "type": "integer" }, - { - "value": "triton_model" - } - ] + "x-nullable": true + } }, + "x-ms-client-name": "OnlineEndpointProperties", "additionalProperties": false }, - "JobLimits": { + "OnlineEndpointTrackedResource": { "required": [ - "jobLimitsType" + "location", + "properties" ], "type": "object", + "allOf": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + } + ], "properties": { - "jobLimitsType": { - "description": "[Required] JobLimit type.", - "$ref": "#/definitions/JobLimitsType" + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" }, - "timeout": { - "format": "duration", - "description": "The max run duration in ISO 8601 format, after which the job will be cancelled. Only supports duration with precision as low as Seconds.", - "type": "string", - "x-nullable": true + "kind": { + "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "type": "string" + }, + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/OnlineEndpoint" + }, + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" } }, - "discriminator": "jobLimitsType" - }, - "JobLimitsType": { - "enum": [ - "Command", - "Sweep" - ], - "type": "string", - "x-ms-enum": { - "name": "JobLimitsType", - "modelAsString": true, - "values": [ - { - "value": "Command" - }, - { - "value": "Sweep" - } - ] - }, + "x-ms-client-name": "OnlineEndpoint", "additionalProperties": false }, - "JobOutput": { - "description": "Job output definition container information on where to find job output/logs.", - "required": [ - "jobOutputType" - ], + "OnlineEndpointTrackedResourceArmPaginatedResult": { + "description": "A paginated list of OnlineEndpoint entities.", "type": "object", "properties": { - "description": { - "description": "Description for the output.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true + "nextLink": { + "description": "The link to the next page of OnlineEndpoint objects. If null, there are no additional pages.", + "type": "string" }, - "jobOutputType": { - "description": "[Required] Specifies the type of job.", - "$ref": "#/definitions/JobOutputType", - "x-ms-mutability": [ - "create", - "read" - ] - } - }, - "discriminator": "jobOutputType" - }, - "JobOutputType": { - "description": "Enum to determine the Job Output Type.", - "enum": [ - "uri_file", - "uri_folder", - "mltable", - "custom_model", - "mlflow_model", - "triton_model" - ], - "type": "string", - "x-ms-enum": { - "name": "JobOutputType", - "modelAsString": true, - "values": [ - { - "value": "uri_file" - }, - { - "value": "uri_folder" - }, - { - "value": "mltable" - }, - { - "value": "custom_model" - }, - { - "value": "mlflow_model" - }, - { - "value": "triton_model" + "value": { + "description": "An array of objects of type OnlineEndpoint.", + "type": "array", + "items": { + "$ref": "#/definitions/OnlineEndpointTrackedResource" } - ] + } }, "additionalProperties": false }, - "JobService": { - "description": "Job endpoint definition", + "OnlineRequestSettings": { + "description": "Online deployment scoring requests configuration.", "type": "object", "properties": { - "endpoint": { - "description": "Url for endpoint.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "errorMessage": { - "description": "Any error in the service.", - "type": "string", - "readOnly": true, - "x-ms-mutability": [ - "read" - ], - "x-nullable": true - }, - "jobServiceType": { - "description": "Endpoint type.", - "type": "string", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "port": { + "maxConcurrentRequestsPerInstance": { "format": "int32", - "description": "Port for endpoint.", - "type": "integer", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true + "description": "The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.", + "default": 1, + "type": "integer" }, - "properties": { - "description": "Additional properties to set on the endpoint.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - }, - "x-nullable": true + "maxQueueWait": { + "format": "duration", + "description": "The maximum amount of time a request will stay in the queue in ISO 8601 format.\r\nDefaults to 500ms.", + "default": "PT0.5S", + "type": "string" }, - "status": { - "description": "Status of endpoint.", - "type": "string", - "readOnly": true, - "x-ms-mutability": [ - "read" - ], - "x-nullable": true + "requestTimeout": { + "format": "duration", + "description": "The scoring timeout in ISO 8601 format.\r\nDefaults to 5000ms.", + "default": "PT5S", + "type": "string" } }, "additionalProperties": false }, - "JobStatus": { - "description": "The status of a job.", + "OnlineScaleSettings": { + "description": "Online deployment scaling configuration.", + "required": [ + "scaleType" + ], + "type": "object", + "properties": { + "scaleType": { + "description": "[Required] Type of deployment scaling algorithm", + "$ref": "#/definitions/ScaleType" + } + }, + "discriminator": "scaleType" + }, + "OperatingSystemType": { + "description": "The type of operating system.", "enum": [ - "NotStarted", - "Starting", - "Provisioning", - "Preparing", - "Queued", - "Running", - "Finalizing", - "CancelRequested", - "Completed", - "Failed", - "Canceled", - "NotResponding", - "Paused", - "Unknown" + "Linux", + "Windows" ], "type": "string", "x-ms-enum": { - "name": "JobStatus", + "name": "OperatingSystemType", "modelAsString": true, "values": [ { - "value": "NotStarted", - "description": "Run hasn't started yet." - }, - { - "value": "Starting", - "description": "Run has started. The user has a run ID." - }, - { - "value": "Provisioning", - "description": "(Not used currently) It will be used if ES is creating the compute target." - }, - { - "value": "Preparing", - "description": "The run environment is being prepared." - }, - { - "value": "Queued", - "description": "The job is queued in the compute target. For example, in BatchAI the job is in queued state, while waiting for all required nodes to be ready." - }, - { - "value": "Running", - "description": "The job started to run in the compute target." - }, - { - "value": "Finalizing", - "description": "Job is completed in the target. It is in output collection state now." - }, - { - "value": "CancelRequested", - "description": "Cancellation has been requested for the job." - }, - { - "value": "Completed", - "description": "Job completed successfully. This reflects that both the job itself and output collection states completed successfully" - }, - { - "value": "Failed", - "description": "Job failed." - }, - { - "value": "Canceled", - "description": "Following cancellation request, the job is now successfully canceled." - }, - { - "value": "NotResponding", - "description": "When heartbeat is enabled, if the run isn't updating any information to RunHistory then the run goes to NotResponding state.\nNotResponding is the only state that is exempt from strict transition orders. A run can go from NotResponding to any of the previous states." - }, - { - "value": "Paused", - "description": "The job is paused by users. Some adjustment to labeling jobs can be made only in paused state." + "value": "Linux" }, { - "value": "Unknown", - "description": "Default job status if not mapped to all other statuses" + "value": "Windows" } ] }, "additionalProperties": false }, - "JobType": { - "description": "Enum to determine the type of job.", + "OrderString": { "enum": [ - "Command", - "Sweep", - "Pipeline" + "CreatedAtDesc", + "CreatedAtAsc", + "UpdatedAtDesc", + "UpdatedAtAsc" ], "type": "string", "x-ms-enum": { - "name": "JobType", + "name": "OrderString", "modelAsString": true, "values": [ { - "value": "Command" + "value": "CreatedAtDesc" }, { - "value": "Sweep" + "value": "CreatedAtAsc" }, { - "value": "Pipeline" + "value": "UpdatedAtDesc" + }, + { + "value": "UpdatedAtAsc" } ] }, "additionalProperties": false }, - "KeyType": { + "OutputDeliveryMode": { + "description": "Output data delivery mode enums.", "enum": [ - "Primary", - "Secondary" + "ReadWriteMount", + "Upload" ], "type": "string", "x-ms-enum": { - "name": "KeyType", + "name": "OutputDeliveryMode", "modelAsString": true, "values": [ { - "value": "Primary" + "value": "ReadWriteMount" }, { - "value": "Secondary" + "value": "Upload" } ] }, "additionalProperties": false }, - "KubernetesOnlineDeployment": { - "description": "Properties specific to a KubernetesOnlineDeployment.", + "OutputPathAssetReference": { + "description": "Reference to an asset via its path in a job output.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/AssetReferenceBase" + } + ], + "properties": { + "jobId": { + "description": "ARM resource ID of the job.", + "type": "string", + "x-nullable": true + }, + "path": { + "description": "The path of the file/directory in the job output.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "OutputPath", + "additionalProperties": false + }, + "PartialBatchDeployment": { + "description": "Mutable batch inference settings per deployment.", + "type": "object", + "properties": { + "description": { + "description": "Description of the endpoint deployment.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "PartialBatchDeploymentPartialMinimalTrackedResourceWithProperties": { + "description": "Strictly used in update requests.", + "type": "object", + "properties": { + "properties": { + "description": "Additional attributes of the entity.", + "$ref": "#/definitions/PartialBatchDeployment" + }, + "tags": { + "description": "Resource tags.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + } + } + }, + "additionalProperties": false + }, + "PartialManagedServiceIdentity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "type": "object", + "properties": { + "type": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentityType" + }, + "userAssignedIdentities": { + "description": "The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/PartialUserAssignedIdentity" + } + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResource": { + "description": "Strictly used in update requests.", + "type": "object", + "properties": { + "tags": { + "description": "Resource tags.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + } + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResourceWithIdentity": { + "description": "Strictly used in update requests.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/PartialMinimalTrackedResource" + } + ], + "properties": { + "identity": { + "description": "Managed service identity (system assigned and/or user assigned identities)", + "$ref": "#/definitions/PartialManagedServiceIdentity" + } + }, + "additionalProperties": false + }, + "PartialMinimalTrackedResourceWithSku": { + "description": "Strictly used in update requests.", "type": "object", "allOf": [ { - "$ref": "#/definitions/OnlineDeployment" + "$ref": "#/definitions/PartialMinimalTrackedResource" } ], "properties": { - "containerResourceRequirements": { - "description": "The resource requirements for the container (cpu and memory).", - "$ref": "#/definitions/ContainerResourceRequirements", - "x-nullable": true + "sku": { + "description": "Sku details required for ARM contract for Autoscaling.", + "$ref": "#/definitions/PartialSku" } }, - "x-ms-discriminator-value": "Kubernetes", - "additionalProperties": false - }, - "ListViewType": { - "enum": [ - "ActiveOnly", - "ArchivedOnly", - "All" - ], - "type": "string", - "x-ms-enum": { - "name": "ListViewType", - "modelAsString": true, - "values": [ - { - "value": "ActiveOnly" - }, - { - "value": "ArchivedOnly" - }, - { - "value": "All" - } - ] - }, "additionalProperties": false }, - "LiteralJobInput": { - "description": "Literal input type.", - "required": [ - "value" - ], + "PartialSku": { + "description": "Common SKU definition.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/JobInput" - } - ], "properties": { - "value": { - "description": "[Required] Literal value for the input.", - "pattern": "[a-zA-Z0-9_]", + "capacity": { + "format": "int32", + "description": "If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.", + "type": "integer" + }, + "family": { + "description": "If the service has different generations of hardware, for the same SKU, then that can be captured here.", + "type": "string" + }, + "name": { + "description": "The name of the SKU. Ex - P3. It is typically a letter+number code.", + "type": "string" + }, + "size": { + "description": "The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.", "type": "string" + }, + "tier": { + "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" } }, - "x-ms-discriminator-value": "literal", "additionalProperties": false }, - "ManagedIdentity": { - "description": "Managed identity configuration.", + "PartialUserAssignedIdentity": { + "type": "object", + "additionalProperties": false + }, + "PipelineJob": { + "description": "Pipeline Job definition: defines generic to MFE attributes.", "type": "object", "allOf": [ { - "$ref": "#/definitions/IdentityConfiguration" + "$ref": "#/definitions/JobBase" } ], "properties": { - "clientId": { - "format": "uuid", - "description": "Specifies a user-assigned identity by client ID. For system-assigned, do not set this field.", - "type": "string", + "inputs": { + "description": "Inputs for the pipeline job.", + "type": "object", + "additionalProperties": { + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", + "x-nullable": true + }, "x-ms-mutability": [ "create", "read" ], "x-nullable": true }, - "objectId": { - "format": "uuid", - "description": "Specifies a user-assigned identity by object ID. For system-assigned, do not set this field.", - "type": "string", + "jobs": { + "description": "Jobs construct the Pipeline Job.", + "type": "object", + "additionalProperties": { + "type": "object", + "x-nullable": true + }, "x-ms-mutability": [ "create", "read" ], "x-nullable": true }, - "resourceId": { - "description": "Specifies a user-assigned identity by ARM resource ID. For system-assigned, do not set this field.", + "outputs": { + "description": "Outputs for the pipeline job", + "type": "object", + "additionalProperties": { + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", + "x-nullable": true + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "settings": { + "description": "Pipeline settings, for things like ContinueRunOnStepFailure etc.", + "type": "object", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "sourceJobId": { + "description": "ARM resource ID of source job.", "type": "string", "x-ms-mutability": [ "create", @@ -8292,307 +12905,518 @@ "x-nullable": true } }, - "x-ms-discriminator-value": "Managed", - "additionalProperties": false - }, - "ManagedOnlineDeployment": { - "description": "Properties specific to a ManagedOnlineDeployment.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/OnlineDeployment" - } - ], - "x-ms-discriminator-value": "Managed", - "additionalProperties": false - }, - "MedianStoppingPolicy": { - "description": "Defines an early termination policy based on running averages of the primary metric of all runs", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/EarlyTerminationPolicy" - } - ], - "x-ms-discriminator-value": "MedianStopping", + "x-ms-discriminator-value": "Pipeline", "additionalProperties": false }, - "MLFlowModelJobInput": { + "ProbeSettings": { + "description": "Deployment container liveness/readiness probe configuration.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetJobInput" + "properties": { + "failureThreshold": { + "format": "int32", + "description": "The number of failures to allow before returning an unhealthy status.", + "default": 30, + "type": "integer" }, - { - "$ref": "#/definitions/JobInput" - } - ], - "x-ms-discriminator-value": "mlflow_model", - "additionalProperties": false - }, - "MLFlowModelJobOutput": { - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetJobOutput" + "initialDelay": { + "format": "duration", + "description": "The delay before the first probe in ISO 8601 format.", + "type": "string", + "x-nullable": true }, - { - "$ref": "#/definitions/JobOutput" + "period": { + "format": "duration", + "description": "The length of time between probes in ISO 8601 format.", + "default": "PT10S", + "type": "string" + }, + "successThreshold": { + "format": "int32", + "description": "The number of successful probes before returning a healthy status.", + "default": 1, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "The probe timeout in ISO 8601 format.", + "default": "PT2S", + "type": "string" } - ], - "x-ms-discriminator-value": "mlflow_model", + }, "additionalProperties": false }, - "MLTableData": { - "description": "MLTable data definition", + "ProgressMetrics": { + "description": "Progress metrics definition", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DataVersionBase" - } - ], "properties": { - "referencedUris": { - "description": "Uris referenced in the MLTable definition (required for lineage)", - "type": "array", - "items": { - "type": "string" - }, + "completedDatapointCount": { + "format": "int64", + "description": "The completed datapoint count.", + "type": "integer", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "incrementalDataLastRefreshDateTime": { + "format": "date-time", + "description": "The time of last successful incremental data refresh in UTC.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "skippedDatapointCount": { + "format": "int64", + "description": "The skipped datapoint count.", + "type": "integer", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "totalDatapointCount": { + "format": "int64", + "description": "The total datapoint count.", + "type": "integer", + "readOnly": true, "x-ms-mutability": [ - "create", "read" ], "x-nullable": true } }, - "x-ms-discriminator-value": "mltable", "additionalProperties": false }, - "MLTableJobInput": { + "PublicNetworkAccessType": { + "description": "Enum to determine whether PublicNetworkAccess is Enabled or Disabled.", + "enum": [ + "Enabled", + "Disabled" + ], + "type": "string", + "x-ms-enum": { + "name": "PublicNetworkAccessType", + "modelAsString": true, + "values": [ + { + "value": "Enabled" + }, + { + "value": "Disabled" + } + ] + }, + "additionalProperties": false + }, + "PyTorch": { + "description": "PyTorch distribution configuration.", "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetJobInput" - }, - { - "$ref": "#/definitions/JobInput" + "$ref": "#/definitions/DistributionConfiguration" } ], - "x-ms-discriminator-value": "mltable", + "properties": { + "processCountPerInstance": { + "format": "int32", + "description": "Number of processes per node.", + "type": "integer", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "PyTorch", "additionalProperties": false }, - "MLTableJobOutput": { + "RandomSamplingAlgorithm": { + "description": "Defines a Sampling Algorithm that generates values randomly", "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetJobOutput" - }, - { - "$ref": "#/definitions/JobOutput" + "$ref": "#/definitions/SamplingAlgorithm" } ], - "x-ms-discriminator-value": "mltable", + "properties": { + "rule": { + "description": "The specific type of random algorithm", + "default": "Random", + "$ref": "#/definitions/RandomSamplingAlgorithmRule" + }, + "seed": { + "format": "int32", + "description": "An optional integer to use as the seed for random number generation", + "type": "integer", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Random", "additionalProperties": false }, - "ModelContainer": { - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/AssetContainer" - } + "RandomSamplingAlgorithmRule": { + "description": "The specific type of random algorithm", + "enum": [ + "Random", + "Sobol" ], - "x-ms-client-name": "ModelContainerProperties", + "type": "string", + "x-ms-enum": { + "name": "RandomSamplingAlgorithmRule", + "modelAsString": true, + "values": [ + { + "value": "Random" + }, + { + "value": "Sobol" + } + ] + }, "additionalProperties": false }, - "ModelContainerResource": { - "description": "Azure Resource Manager resource envelope.", - "required": [ - "properties" - ], - "type": "object", - "allOf": [ - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" - } + "RecurrenceFrequency": { + "description": "Enum to describe the frequency of a recurrence schedule", + "enum": [ + "Minute", + "Hour", + "Day", + "Week", + "Month" ], - "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/ModelContainer" - } + "type": "string", + "x-ms-enum": { + "name": "RecurrenceFrequency", + "modelAsString": true, + "values": [ + { + "value": "Minute", + "description": "Minute frequency" + }, + { + "value": "Hour", + "description": "Hour frequency" + }, + { + "value": "Day", + "description": "Day frequency" + }, + { + "value": "Week", + "description": "Week frequency" + }, + { + "value": "Month", + "description": "Month frequency" + } + ] }, - "x-ms-client-name": "ModelContainer", "additionalProperties": false }, - "ModelContainerResourceArmPaginatedResult": { - "description": "A paginated list of ModelContainer entities.", + "RecurrenceSchedule": { + "required": [ + "hours", + "minutes" + ], "type": "object", "properties": { - "nextLink": { - "description": "The link to the next page of ModelContainer objects. If null, there are no additional pages.", - "type": "string" + "hours": { + "description": "[Required] List of hours for the schedule.", + "type": "array", + "items": { + "format": "int32", + "type": "integer" + } }, - "value": { - "description": "An array of objects of type ModelContainer.", + "minutes": { + "description": "[Required] List of minutes for the schedule.", "type": "array", "items": { - "$ref": "#/definitions/ModelContainerResource" + "format": "int32", + "type": "integer" } + }, + "weekDays": { + "description": "List of days for the schedule.", + "type": "array", + "items": { + "$ref": "#/definitions/WeekDay" + }, + "x-nullable": true } }, "additionalProperties": false }, - "ModelVersion": { - "description": "Model asset version details.", + "RecurrenceTrigger": { + "required": [ + "frequency", + "interval", + "schedule" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetBase" + "$ref": "#/definitions/TriggerBase" } ], "properties": { - "flavors": { - "description": "Mapping of model flavors to their properties.", - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/FlavorData", - "x-nullable": true - }, - "x-nullable": true + "frequency": { + "description": "[Required] The frequency to trigger schedule.", + "$ref": "#/definitions/RecurrenceFrequency" }, - "jobName": { - "description": "Name of the training job which produced this model", - "type": "string", - "x-nullable": true + "interval": { + "format": "int32", + "description": "[Required] Specifies schedule interval in conjunction with frequency", + "type": "integer" }, - "modelType": { - "description": "The storage format for this entity. Used for NCD.", - "type": "string", - "x-nullable": true + "schedule": { + "description": "[Required] The recurrence schedule.", + "$ref": "#/definitions/RecurrenceSchedule" + } + }, + "x-ms-discriminator-value": "Recurrence", + "additionalProperties": false + }, + "ReferenceType": { + "description": "Enum to determine which reference method to use for an asset.", + "enum": [ + "Id", + "DataPath", + "OutputPath" + ], + "type": "string", + "x-ms-enum": { + "name": "ReferenceType", + "modelAsString": true, + "values": [ + { + "value": "Id" + }, + { + "value": "DataPath" + }, + { + "value": "OutputPath" + } + ] + }, + "additionalProperties": false + }, + "RegenerateEndpointKeysRequest": { + "required": [ + "keyType" + ], + "type": "object", + "properties": { + "keyType": { + "description": "[Required] Specification for which type of key to generate. Primary or Secondary.", + "$ref": "#/definitions/KeyType", + "example": "Primary" }, - "modelUri": { - "description": "The URI path to the model contents.", + "keyValue": { + "description": "The value the key is set to.", "type": "string", "x-nullable": true } }, - "x-ms-client-name": "ModelVersionProperties", "additionalProperties": false }, - "ModelVersionResource": { - "description": "Azure Resource Manager resource envelope.", - "required": [ - "properties" - ], + "Regression": { + "description": "Regression task in AutoML Table vertical.", "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" + "$ref": "#/definitions/TableVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" } ], "properties": { - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/ModelVersion" + "primaryMetric": { + "description": "Primary metric for regression task.", + "default": "NormalizedRootMeanSquaredError", + "$ref": "#/definitions/RegressionPrimaryMetrics" + }, + "trainingSettings": { + "description": "Inputs for training phase for an AutoML Job.", + "$ref": "#/definitions/RegressionTrainingSettings", + "x-nullable": true } }, - "x-ms-client-name": "ModelVersion", + "x-ms-discriminator-value": "Regression", "additionalProperties": false }, - "ModelVersionResourceArmPaginatedResult": { - "description": "A paginated list of ModelVersion entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of ModelVersion objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type ModelVersion.", - "type": "array", - "items": { - "$ref": "#/definitions/ModelVersionResource" + "RegressionModels": { + "description": "Enum for all Regression models supported by AutoML.", + "enum": [ + "ElasticNet", + "GradientBoosting", + "DecisionTree", + "KNN", + "LassoLars", + "SGD", + "RandomForest", + "ExtremeRandomTrees", + "LightGBM", + "XGBoostRegressor" + ], + "type": "string", + "x-ms-enum": { + "name": "RegressionModels", + "modelAsString": true, + "values": [ + { + "value": "ElasticNet", + "description": "Elastic net is a popular type of regularized linear regression that combines two popular penalties, specifically the L1 and L2 penalty functions." + }, + { + "value": "GradientBoosting", + "description": "The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution." + }, + { + "value": "DecisionTree", + "description": "Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks.\nThe goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features." + }, + { + "value": "KNN", + "description": "K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints\nwhich further means that the new data point will be assigned a value based on how closely it matches the points in the training set." + }, + { + "value": "LassoLars", + "description": "Lasso model fit with Least Angle Regression a.k.a. Lars. It is a Linear Model trained with an L1 prior as regularizer." + }, + { + "value": "SGD", + "description": "SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications\nto find the model parameters that correspond to the best fit between predicted and actual outputs.\nIt's an inexact but powerful technique." + }, + { + "value": "RandomForest", + "description": "Random forest is a supervised learning algorithm.\nThe \"forest\" it builds, is an ensemble of decision trees, usually trained with the “bagging” method.\nThe general idea of the bagging method is that a combination of learning models increases the overall result." + }, + { + "value": "ExtremeRandomTrees", + "description": "Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm." + }, + { + "value": "LightGBM", + "description": "LightGBM is a gradient boosting framework that uses tree based learning algorithms." + }, + { + "value": "XGBoostRegressor", + "description": "XGBoostRegressor: Extreme Gradient Boosting Regressor is a supervised machine learning model using ensemble of base learners." + } + ] + }, + "additionalProperties": false + }, + "RegressionPrimaryMetrics": { + "description": "Primary metrics for Regression task.", + "enum": [ + "SpearmanCorrelation", + "NormalizedRootMeanSquaredError", + "R2Score", + "NormalizedMeanAbsoluteError" + ], + "type": "string", + "x-ms-enum": { + "name": "RegressionPrimaryMetrics", + "modelAsString": true, + "values": [ + { + "value": "SpearmanCorrelation", + "description": "The Spearman's rank coefficient of correlation is a nonparametric measure of rank correlation." + }, + { + "value": "NormalizedRootMeanSquaredError", + "description": "The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales." + }, + { + "value": "R2Score", + "description": "The R2 score is one of the performance evaluation measures for forecasting-based machine learning models." + }, + { + "value": "NormalizedMeanAbsoluteError", + "description": "The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales." } - } + ] }, "additionalProperties": false }, - "Mpi": { - "description": "MPI distribution configuration.", + "RegressionTrainingSettings": { + "description": "Regression Training related configuration.", "type": "object", "allOf": [ { - "$ref": "#/definitions/DistributionConfiguration" + "$ref": "#/definitions/TrainingSettings" } ], "properties": { - "processCountPerInstance": { - "format": "int32", - "description": "Number of processes per MPI node.", - "type": "integer", - "x-ms-mutability": [ - "create", - "read" - ], + "allowedTrainingAlgorithms": { + "description": "Allowed models for regression task.", + "type": "array", + "items": { + "$ref": "#/definitions/RegressionModels" + }, + "x-nullable": true + }, + "blockedTrainingAlgorithms": { + "description": "Blocked models for regression task.", + "type": "array", + "items": { + "$ref": "#/definitions/RegressionModels" + }, "x-nullable": true } }, - "x-ms-discriminator-value": "Mpi", - "additionalProperties": false - }, - "NoneDatastoreCredentials": { - "description": "Empty/none datastore credentials.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreCredentials" - } - ], - "x-ms-discriminator-value": "None", "additionalProperties": false }, - "Objective": { - "description": "Optimization objective.", - "required": [ - "goal", - "primaryMetric" - ], + "ResourceBase": { "type": "object", "properties": { - "goal": { - "description": "[Required] Defines supported metric goals for hyperparameter tuning", - "$ref": "#/definitions/Goal" + "description": { + "description": "The asset description text.", + "type": "string", + "x-nullable": true }, - "primaryMetric": { - "description": "[Required] Name of the metric to optimize.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" + "properties": { + "description": "The asset property dictionary.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "tags": { + "description": "Tag dictionary. Tags can be added, removed, and updated.", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true } }, "additionalProperties": false }, - "OnlineDeployment": { - "required": [ - "endpointComputeType" - ], + "ResourceConfiguration": { "type": "object", - "allOf": [ - { - "$ref": "#/definitions/EndpointDeploymentPropertiesBase" - } - ], "properties": { - "appInsightsEnabled": { - "description": "If true, enables Application Insights logging.", - "default": false, - "type": "boolean" - }, - "endpointComputeType": { - "description": "[Required] The compute type of the endpoint.", - "$ref": "#/definitions/EndpointComputeType" + "instanceCount": { + "format": "int32", + "description": "Optional number of instances or nodes used by the compute target.", + "default": 1, + "type": "integer", + "x-ms-mutability": [ + "create", + "read" + ] }, "instanceType": { - "description": "Compute instance type.", + "description": "Optional type of VM used as supported by the compute target.", "type": "string", "x-ms-mutability": [ "create", @@ -8600,707 +13424,760 @@ ], "x-nullable": true }, - "livenessProbe": { - "description": "Liveness probe monitors the health of the container regularly.", - "$ref": "#/definitions/ProbeSettings", - "x-nullable": true - }, - "model": { - "description": "The URI path to the model.", - "type": "string", - "x-nullable": true - }, - "modelMountPath": { - "description": "The path to mount the model in custom container.", - "type": "string", - "x-nullable": true - }, - "provisioningState": { - "description": "Provisioning state for the endpoint deployment.", - "$ref": "#/definitions/DeploymentProvisioningState", - "readOnly": true, + "properties": { + "description": "Additional properties bag.", + "type": "object", + "additionalProperties": { + "type": "object", + "x-nullable": true + }, "x-ms-mutability": [ + "create", "read" - ] - }, - "readinessProbe": { - "description": "Readiness probe validates if the container is ready to serve traffic. The properties and defaults are the same as liveness probe.", - "$ref": "#/definitions/ProbeSettings", - "x-nullable": true - }, - "requestSettings": { - "description": "Request settings for the deployment.", - "$ref": "#/definitions/OnlineRequestSettings", - "x-nullable": true - }, - "scaleSettings": { - "description": "Scale settings for the deployment.\r\nIf it is null or not provided,\r\nit defaults to TargetUtilizationScaleSettings for KubernetesOnlineDeployment\r\nand to DefaultScaleSettings for ManagedOnlineDeployment.", - "$ref": "#/definitions/OnlineScaleSettings", + ], "x-nullable": true } }, - "discriminator": "endpointComputeType", - "x-ms-client-name": "OnlineDeploymentProperties" + "additionalProperties": false }, - "OnlineDeploymentTrackedResource": { + "Route": { "required": [ - "location", - "properties" + "path", + "port" ], "type": "object", - "allOf": [ - { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" - } - ], "properties": { - "identity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" - }, - "kind": { - "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", + "path": { + "description": "[Required] The path for the route.", + "pattern": "[a-zA-Z0-9_]", "type": "string" }, - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/OnlineDeployment" - }, - "sku": { - "description": "Sku details required for ARM contract for Autoscaling.", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + "port": { + "format": "int32", + "description": "[Required] The port for the route.", + "type": "integer" } }, - "x-ms-client-name": "OnlineDeployment", "additionalProperties": false }, - "OnlineDeploymentTrackedResourceArmPaginatedResult": { - "description": "A paginated list of OnlineDeployment entities.", + "SamplingAlgorithm": { + "description": "The Sampling Algorithm used to generate hyperparameter values, along with properties to\r\nconfigure the algorithm", + "required": [ + "samplingAlgorithmType" + ], "type": "object", "properties": { - "nextLink": { - "description": "The link to the next page of OnlineDeployment objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type OnlineDeployment.", - "type": "array", - "items": { - "$ref": "#/definitions/OnlineDeploymentTrackedResource" - } + "samplingAlgorithmType": { + "description": "[Required] The algorithm used for generating hyperparameter values, along with configuration properties", + "$ref": "#/definitions/SamplingAlgorithmType" } }, + "discriminator": "samplingAlgorithmType" + }, + "SamplingAlgorithmType": { + "enum": [ + "Grid", + "Random", + "Bayesian" + ], + "type": "string", + "x-ms-enum": { + "name": "SamplingAlgorithmType", + "modelAsString": true, + "values": [ + { + "value": "Grid" + }, + { + "value": "Random" + }, + { + "value": "Bayesian" + } + ] + }, "additionalProperties": false }, - "OnlineEndpoint": { - "description": "Online endpoint configuration", + "SasDatastoreCredentials": { + "description": "SAS datastore credentials configuration.", + "required": [ + "secrets" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/EndpointPropertiesBase" + "$ref": "#/definitions/DatastoreCredentials" } ], "properties": { - "compute": { - "description": "ARM resource ID of the compute if it exists.\r\noptional", - "type": "string", - "x-nullable": true - }, - "provisioningState": { - "description": "Provisioning state for the endpoint.", - "$ref": "#/definitions/EndpointProvisioningState", - "readOnly": true, - "x-ms-mutability": [ - "read" - ] - }, - "traffic": { - "description": "Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100.", - "type": "object", - "additionalProperties": { - "format": "int32", - "type": "integer" - }, - "x-nullable": true + "secrets": { + "description": "[Required] Storage container secrets.", + "$ref": "#/definitions/SasDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true } }, - "x-ms-client-name": "OnlineEndpointProperties", + "x-ms-discriminator-value": "Sas", "additionalProperties": false }, - "OnlineEndpointTrackedResource": { - "required": [ - "location", - "properties" - ], + "SasDatastoreSecrets": { + "description": "Datastore SAS secrets.", "type": "object", "allOf": [ { - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/TrackedResource" + "$ref": "#/definitions/DatastoreSecrets" } ], "properties": { - "identity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentity" - }, - "kind": { - "description": "Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.", - "type": "string" - }, - "properties": { - "description": "[Required] Additional attributes of the entity.", - "$ref": "#/definitions/OnlineEndpoint" - }, - "sku": { - "description": "Sku details required for ARM contract for Autoscaling.", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Sku" + "sasToken": { + "description": "Storage container SAS token.", + "type": "string", + "x-nullable": true } }, - "x-ms-client-name": "OnlineEndpoint", + "x-ms-discriminator-value": "Sas", "additionalProperties": false }, - "OnlineEndpointTrackedResourceArmPaginatedResult": { - "description": "A paginated list of OnlineEndpoint entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of OnlineEndpoint objects. If null, there are no additional pages.", - "type": "string" - }, - "value": { - "description": "An array of objects of type OnlineEndpoint.", - "type": "array", - "items": { - "$ref": "#/definitions/OnlineEndpointTrackedResource" + "ScaleType": { + "enum": [ + "Default", + "TargetUtilization" + ], + "type": "string", + "x-ms-enum": { + "name": "ScaleType", + "modelAsString": true, + "values": [ + { + "value": "Default" + }, + { + "value": "TargetUtilization" } - } + ] }, "additionalProperties": false }, - "OnlineRequestSettings": { - "description": "Online deployment scoring requests configuration.", + "Schedule": { + "description": "Base definition of a schedule", + "required": [ + "action", + "trigger" + ], "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceBase" + } + ], "properties": { - "maxConcurrentRequestsPerInstance": { - "format": "int32", - "description": "The number of maximum concurrent requests per node allowed per deployment. Defaults to 1.", - "default": 1, - "type": "integer" + "action": { + "description": "[Required] Specifies the action of the schedule", + "$ref": "#/definitions/ScheduleActionBase", + "x-ms-mutability": [ + "create", + "read", + "update" + ] }, - "maxQueueWait": { - "format": "duration", - "description": "The maximum amount of time a request will stay in the queue in ISO 8601 format.\r\nDefaults to 500ms.", - "default": "PT0.5S", - "type": "string" + "displayName": { + "description": "Display name of schedule.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true }, - "requestTimeout": { - "format": "duration", - "description": "The scoring timeout in ISO 8601 format.\r\nDefaults to 5000ms.", - "default": "PT5S", - "type": "string" + "isEnabled": { + "description": "Is the schedule enabled?", + "default": true, + "type": "boolean", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + }, + "provisioningState": { + "description": "Provisioning state for the schedule.", + "$ref": "#/definitions/ScheduleProvisioningStatus", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] + }, + "trigger": { + "description": "[Required] Specifies the trigger details", + "$ref": "#/definitions/TriggerBase", + "x-ms-mutability": [ + "create", + "read", + "update" + ] } }, + "x-ms-client-name": "ScheduleProperties", "additionalProperties": false }, - "OnlineScaleSettings": { - "description": "Online deployment scaling configuration.", + "ScheduleActionBase": { "required": [ - "scaleType" + "actionType" ], "type": "object", "properties": { - "scaleType": { - "description": "[Required] Type of deployment scaling algorithm", - "$ref": "#/definitions/ScaleType" + "actionType": { + "description": "[Required] Specifies the action type of the schedule", + "$ref": "#/definitions/ScheduleActionType", + "x-ms-mutability": [ + "create", + "read", + "update" + ] } }, - "discriminator": "scaleType" + "discriminator": "actionType" }, - "OperatingSystemType": { - "description": "The type of operating system.", + "ScheduleActionType": { "enum": [ - "Linux", - "Windows" + "CreateJob", + "InvokeBatchEndpoint" ], "type": "string", "x-ms-enum": { - "name": "OperatingSystemType", + "name": "ScheduleActionType", "modelAsString": true, "values": [ { - "value": "Linux" + "value": "CreateJob" }, { - "value": "Windows" + "value": "InvokeBatchEndpoint" } ] }, "additionalProperties": false }, - "OrderString": { + "ScheduleProvisioningStatus": { "enum": [ - "CreatedAtDesc", - "CreatedAtAsc", - "UpdatedAtDesc", - "UpdatedAtAsc" + "Creating", + "Updating", + "Deleting", + "Succeeded", + "Failed", + "Canceled" ], "type": "string", "x-ms-enum": { - "name": "OrderString", + "name": "ScheduleProvisioningStatus", "modelAsString": true, "values": [ { - "value": "CreatedAtDesc" + "value": "Creating" }, { - "value": "CreatedAtAsc" + "value": "Updating" }, { - "value": "UpdatedAtDesc" + "value": "Deleting" }, { - "value": "UpdatedAtAsc" - } - ] - }, - "additionalProperties": false - }, - "OutputDeliveryMode": { - "description": "Output data delivery mode enums.", - "enum": [ - "ReadWriteMount", - "Upload" - ], - "type": "string", - "x-ms-enum": { - "name": "OutputDeliveryMode", - "modelAsString": true, - "values": [ + "value": "Succeeded" + }, { - "value": "ReadWriteMount" + "value": "Failed" }, { - "value": "Upload" + "value": "Canceled" } ] }, "additionalProperties": false }, - "OutputPathAssetReference": { - "description": "Reference to an asset via its path in a job output.", + "ScheduleResource": { + "description": "Azure Resource Manager resource envelope.", + "required": [ + "properties" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/AssetReferenceBase" + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/Resource" } ], "properties": { - "jobId": { - "description": "ARM resource ID of the job.", - "type": "string", - "x-nullable": true - }, - "path": { - "description": "The path of the file/directory in the job output.", - "type": "string", - "x-nullable": true + "properties": { + "description": "[Required] Additional attributes of the entity.", + "$ref": "#/definitions/Schedule" } }, - "x-ms-discriminator-value": "OutputPath", + "x-ms-client-name": "Schedule", "additionalProperties": false }, - "PartialBatchDeployment": { - "description": "Mutable batch inference settings per deployment.", + "ScheduleResourceArmPaginatedResult": { + "description": "A paginated list of Schedule entities.", "type": "object", "properties": { - "description": { - "description": "Description of the endpoint deployment.", - "type": "string", - "x-nullable": true + "nextLink": { + "description": "The link to the next page of Schedule objects. If null, there are no additional pages.", + "type": "string" + }, + "value": { + "description": "An array of objects of type Schedule.", + "type": "array", + "items": { + "$ref": "#/definitions/ScheduleResource" + } } }, "additionalProperties": false }, - "PartialBatchDeploymentPartialMinimalTrackedResourceWithProperties": { - "description": "Strictly used in update requests.", + "Seasonality": { + "description": "Forecasting seasonality.", + "required": [ + "mode" + ], "type": "object", "properties": { - "properties": { - "description": "Additional attributes of the entity.", - "$ref": "#/definitions/PartialBatchDeployment" - }, - "tags": { - "description": "Resource tags.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true - } + "mode": { + "description": "[Required] Seasonality mode.", + "$ref": "#/definitions/SeasonalityMode", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "additionalProperties": false + "discriminator": "mode" }, - "PartialManagedServiceIdentity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "type": "object", - "properties": { - "type": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "../../../../../common-types/resource-management/v3/managedidentity.json#/definitions/ManagedServiceIdentityType" - }, - "userAssignedIdentities": { - "description": "The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.", - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/PartialUserAssignedIdentity" + "SeasonalityMode": { + "description": "Forecasting seasonality mode.", + "enum": [ + "Auto", + "Custom" + ], + "type": "string", + "x-ms-enum": { + "name": "SeasonalityMode", + "modelAsString": true, + "values": [ + { + "value": "Auto", + "description": "Seasonality to be determined automatically." + }, + { + "value": "Custom", + "description": "Use the custom seasonality value." } - } + ] }, "additionalProperties": false }, - "PartialMinimalTrackedResource": { - "description": "Strictly used in update requests.", - "type": "object", - "properties": { - "tags": { - "description": "Resource tags.", - "type": "object", - "additionalProperties": { - "type": "string", - "x-nullable": true + "SecretsType": { + "description": "Enum to determine the datastore secrets type.", + "enum": [ + "AccountKey", + "Certificate", + "Sas", + "ServicePrincipal", + "KerberosPassword", + "KerberosKeytab" + ], + "type": "string", + "x-ms-enum": { + "name": "SecretsType", + "modelAsString": true, + "values": [ + { + "value": "AccountKey" + }, + { + "value": "Certificate" + }, + { + "value": "Sas" + }, + { + "value": "ServicePrincipal" + }, + { + "value": "KerberosPassword" + }, + { + "value": "KerberosKeytab" } - } + ] }, "additionalProperties": false }, - "PartialMinimalTrackedResourceWithIdentity": { - "description": "Strictly used in update requests.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/PartialMinimalTrackedResource" - } + "ServiceDataAccessAuthIdentity": { + "enum": [ + "None", + "WorkspaceSystemAssignedIdentity", + "WorkspaceUserAssignedIdentity" ], - "properties": { - "identity": { - "description": "Managed service identity (system assigned and/or user assigned identities)", - "$ref": "#/definitions/PartialManagedServiceIdentity" - } + "type": "string", + "x-ms-enum": { + "name": "ServiceDataAccessAuthIdentity", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "Do not use any identity for service data access." + }, + { + "value": "WorkspaceSystemAssignedIdentity", + "description": "Use the system assigned managed identity of the Workspace to authenticate service data access." + }, + { + "value": "WorkspaceUserAssignedIdentity", + "description": "Use the user assigned managed identity of the Workspace to authenticate service data access." + } + ] }, "additionalProperties": false }, - "PartialMinimalTrackedResourceWithSku": { - "description": "Strictly used in update requests.", + "ServicePrincipalDatastoreCredentials": { + "description": "Service Principal datastore credentials configuration.", + "required": [ + "clientId", + "secrets", + "tenantId" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/PartialMinimalTrackedResource" + "$ref": "#/definitions/DatastoreCredentials" } ], "properties": { - "sku": { - "description": "Sku details required for ARM contract for Autoscaling.", - "$ref": "#/definitions/PartialSku" - } - }, - "additionalProperties": false - }, - "PartialSku": { - "description": "Common SKU definition.", - "type": "object", - "properties": { - "capacity": { - "format": "int32", - "description": "If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.", - "type": "integer" + "authorityUrl": { + "description": "Authority URL used for authentication.", + "type": "string", + "x-nullable": true }, - "family": { - "description": "If the service has different generations of hardware, for the same SKU, then that can be captured here.", + "clientId": { + "format": "uuid", + "description": "[Required] Service principal client ID.", "type": "string" }, - "name": { - "description": "The name of the SKU. Ex - P3. It is typically a letter+number code.", - "type": "string" + "resourceUrl": { + "description": "Resource the service principal has access to.", + "type": "string", + "x-nullable": true }, - "size": { - "description": "The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.", - "type": "string" + "secrets": { + "description": "[Required] Service principal secrets.", + "$ref": "#/definitions/ServicePrincipalDatastoreSecrets", + "x-ms-mutability": [ + "create", + "update" + ], + "x-ms-secret": true }, - "tier": { - "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" + "tenantId": { + "format": "uuid", + "description": "[Required] ID of the tenant to which the service principal belongs.", + "type": "string" } }, + "x-ms-discriminator-value": "ServicePrincipal", "additionalProperties": false }, - "PartialUserAssignedIdentity": { - "type": "object", - "additionalProperties": false - }, - "PipelineJob": { - "description": "Pipeline Job definition: defines generic to MFE attributes.", + "ServicePrincipalDatastoreSecrets": { + "description": "Datastore Service Principal secrets.", "type": "object", "allOf": [ { - "$ref": "#/definitions/JobBase" + "$ref": "#/definitions/DatastoreSecrets" } ], "properties": { - "inputs": { - "description": "Inputs for the pipeline job.", - "type": "object", - "additionalProperties": { - "description": "Command job definition.", - "$ref": "#/definitions/JobInput", - "x-nullable": true - }, - "x-ms-mutability": [ - "create", - "read" - ], + "clientSecret": { + "description": "Service principal secret.", + "type": "string", "x-nullable": true - }, - "jobs": { - "description": "Jobs construct the Pipeline Job.", - "type": "object", - "additionalProperties": { - "type": "object", - "x-nullable": true + } + }, + "x-ms-discriminator-value": "ServicePrincipal", + "additionalProperties": false + }, + "ShortSeriesHandlingConfiguration": { + "description": "The parameter defining how if AutoML should handle short time series.", + "enum": [ + "None", + "Auto", + "Pad", + "Drop" + ], + "type": "string", + "x-ms-enum": { + "name": "ShortSeriesHandlingConfiguration", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "Represents no/null value." }, - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "outputs": { - "description": "Outputs for the pipeline job", - "type": "object", - "additionalProperties": { - "description": "Job output definition container information on where to find job output/logs.", - "$ref": "#/definitions/JobOutput", - "x-nullable": true + { + "value": "Auto", + "description": "Short series will be padded if there are no long series, otherwise short series will be dropped." }, - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - }, - "settings": { - "description": "Pipeline settings, for things like ContinueRunOnStepFailure etc.", - "type": "object", - "x-ms-mutability": [ - "create", - "read" - ], - "x-nullable": true - } + { + "value": "Pad", + "description": "All the short series will be padded." + }, + { + "value": "Drop", + "description": "All the short series will be dropped." + } + ] }, - "x-ms-discriminator-value": "Pipeline", "additionalProperties": false }, - "ProbeSettings": { - "description": "Deployment container liveness/readiness probe configuration.", + "SkuCapacity": { + "description": "SKU capacity information", "type": "object", "properties": { - "failureThreshold": { + "default": { "format": "int32", - "description": "The number of failures to allow before returning an unhealthy status.", - "default": 30, + "description": "Gets or sets the default capacity.", + "default": 0, "type": "integer" }, - "initialDelay": { - "format": "duration", - "description": "The delay before the first probe in ISO 8601 format.", - "type": "string", - "x-nullable": true - }, - "period": { - "format": "duration", - "description": "The length of time between probes in ISO 8601 format.", - "default": "PT10S", - "type": "string" + "maximum": { + "format": "int32", + "description": "Gets or sets the maximum.", + "default": 0, + "type": "integer" }, - "successThreshold": { + "minimum": { "format": "int32", - "description": "The number of successful probes before returning a healthy status.", - "default": 1, + "description": "Gets or sets the minimum.", + "default": 0, "type": "integer" }, - "timeout": { - "format": "duration", - "description": "The probe timeout in ISO 8601 format.", - "default": "PT2S", - "type": "string" + "scaleType": { + "description": "Gets or sets the type of the scale.", + "default": "Automatic", + "$ref": "#/definitions/SkuScaleType" } }, "additionalProperties": false }, - "PyTorch": { - "description": "PyTorch distribution configuration.", + "SkuResource": { + "description": "Fulfills ARM Contract requirement to list all available SKUS for a resource.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DistributionConfiguration" - } - ], "properties": { - "processCountPerInstance": { - "format": "int32", - "description": "Number of processes per node.", - "type": "integer", + "capacity": { + "description": "Gets or sets the Sku Capacity.", + "$ref": "#/definitions/SkuCapacity", + "x-nullable": true + }, + "resourceType": { + "description": "The resource type name.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true + }, + "sku": { + "description": "Gets or sets the Sku.", + "$ref": "#/definitions/SkuSetting", "x-nullable": true } }, - "x-ms-discriminator-value": "PyTorch", "additionalProperties": false }, - "RandomSamplingAlgorithm": { - "description": "Defines a Sampling Algorithm that generates values randomly", + "SkuResourceArmPaginatedResult": { + "description": "A paginated list of SkuResource entities.", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/SamplingAlgorithm" - } - ], "properties": { - "rule": { - "description": "The specific type of random algorithm", - "default": "Random", - "$ref": "#/definitions/RandomSamplingAlgorithmRule" + "nextLink": { + "description": "The link to the next page of SkuResource objects. If null, there are no additional pages.", + "type": "string" }, - "seed": { - "format": "int32", - "description": "An optional integer to use as the seed for random number generation", - "type": "integer", - "x-nullable": true - } - }, - "x-ms-discriminator-value": "Random", - "additionalProperties": false - }, - "RandomSamplingAlgorithmRule": { - "description": "The specific type of random algorithm", - "enum": [ - "Random", - "Sobol" - ], - "type": "string", - "x-ms-enum": { - "name": "RandomSamplingAlgorithmRule", - "modelAsString": true, - "values": [ - { - "value": "Random" + "value": { + "description": "An array of objects of type SkuResource.", + "type": "array", + "items": { + "$ref": "#/definitions/SkuResource" }, - { - "value": "Sobol" - } - ] + "x-ms-identifiers": [] + } }, "additionalProperties": false }, - "ReferenceType": { - "description": "Enum to determine which reference method to use for an asset.", + "SkuScaleType": { + "description": "Node scaling setting for the compute sku.", "enum": [ - "Id", - "DataPath", - "OutputPath" + "Automatic", + "Manual", + "None" ], "type": "string", "x-ms-enum": { - "name": "ReferenceType", + "name": "SkuScaleType", "modelAsString": true, "values": [ { - "value": "Id" + "value": "Automatic", + "description": "Automatically scales node count." }, { - "value": "DataPath" + "value": "Manual", + "description": "Node count scaled upon user request." }, { - "value": "OutputPath" + "value": "None", + "description": "Fixed set of nodes." } ] }, "additionalProperties": false }, - "RegenerateEndpointKeysRequest": { + "SkuSetting": { + "description": "SkuSetting fulfills the need for stripped down SKU info in ARM contract.", "required": [ - "keyType" + "name" ], "type": "object", "properties": { - "keyType": { - "description": "[Required] Specification for which type of key to generate. Primary or Secondary.", - "$ref": "#/definitions/KeyType", - "example": "Primary" + "name": { + "description": "[Required] The name of the SKU. Ex - P3. It is typically a letter+number code.", + "pattern": "[a-zA-Z0-9_]", + "type": "string" }, - "keyValue": { - "description": "The value the key is set to.", - "type": "string", - "x-nullable": true + "tier": { + "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", + "default": "Basic", + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" } }, "additionalProperties": false }, - "ResourceBase": { + "SparkJob": { + "description": "Spark job definition.", + "required": [ + "codeId", + "entry" + ], "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobBase" + } + ], "properties": { - "description": { - "description": "The asset description text.", + "archives": { + "description": "Archive files used in the job.", + "type": "array", + "items": { + "type": "string" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "args": { + "description": "Arguments for the job.", "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "properties": { - "description": "The asset property dictionary.", + "codeId": { + "description": "[Required] ARM resource ID of the code asset.", + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "conf": { + "description": "Spark configured properties.", "type": "object", "additionalProperties": { "type": "string", "x-nullable": true }, + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true }, - "tags": { - "description": "Tag dictionary. Tags can be added, removed, and updated.", + "entry": { + "description": "[Required] The entry to execute on startup of the job.", + "$ref": "#/definitions/SparkJobEntry", + "x-ms-mutability": [ + "create", + "read" + ] + }, + "environmentId": { + "description": "The ARM resource ID of the Environment specification for the job.", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "files": { + "description": "Files used in the job.", + "type": "array", + "items": { + "type": "string" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "inputs": { + "description": "Mapping of input data bindings used in the job.", "type": "object", "additionalProperties": { - "type": "string", + "description": "Command job definition.", + "$ref": "#/definitions/JobInput", "x-nullable": true }, - "x-nullable": true - } - }, - "additionalProperties": false - }, - "ResourceConfiguration": { - "type": "object", - "properties": { - "instanceCount": { - "format": "int32", - "description": "Optional number of instances or nodes used by the compute target.", - "default": 1, - "type": "integer", "x-ms-mutability": [ "create", "read" - ] + ], + "x-nullable": true }, - "instanceType": { - "description": "Optional type of VM used as supported by the compute target.", - "type": "string", + "jars": { + "description": "Jar files used in the job.", + "type": "array", + "items": { + "type": "string" + }, "x-ms-mutability": [ "create", "read" ], "x-nullable": true }, - "properties": { - "description": "Additional properties bag.", + "outputs": { + "description": "Mapping of output data bindings used in the job.", "type": "object", "additionalProperties": { - "type": "object", + "description": "Job output definition container information on where to find job output/logs.", + "$ref": "#/definitions/JobOutput", "x-nullable": true }, "x-ms-mutability": [ @@ -9308,293 +14185,234 @@ "read" ], "x-nullable": true - } - }, - "additionalProperties": false - }, - "Route": { - "required": [ - "path", - "port" - ], - "type": "object", - "properties": { - "path": { - "description": "[Required] The path for the route.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" }, - "port": { - "format": "int32", - "description": "[Required] The port for the route.", - "type": "integer" + "pyFiles": { + "description": "Python files used in the job.", + "type": "array", + "items": { + "type": "string" + }, + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true + }, + "resources": { + "description": "Compute Resource configuration for the job.", + "$ref": "#/definitions/SparkResourceConfiguration", + "x-ms-mutability": [ + "create", + "read" + ], + "x-nullable": true } }, + "x-ms-discriminator-value": "Spark", "additionalProperties": false }, - "SamplingAlgorithm": { - "description": "The Sampling Algorithm used to generate hyperparameter values, along with properties to\r\nconfigure the algorithm", + "SparkJobEntry": { + "description": "Spark job entry point definition.", "required": [ - "samplingAlgorithmType" + "sparkJobEntryType" ], "type": "object", "properties": { - "samplingAlgorithmType": { - "description": "[Required] The algorithm used for generating hyperparameter values, along with configuration properties", - "$ref": "#/definitions/SamplingAlgorithmType" + "sparkJobEntryType": { + "description": "[Required] Type of the job's entry point.", + "$ref": "#/definitions/SparkJobEntryType", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "discriminator": "samplingAlgorithmType" + "discriminator": "sparkJobEntryType" }, - "SamplingAlgorithmType": { + "SparkJobEntryType": { "enum": [ - "Grid", - "Random", - "Bayesian" + "SparkJobPythonEntry", + "SparkJobScalaEntry" ], "type": "string", "x-ms-enum": { - "name": "SamplingAlgorithmType", + "name": "SparkJobEntryType", "modelAsString": true, "values": [ { - "value": "Grid" - }, - { - "value": "Random" + "value": "SparkJobPythonEntry" }, { - "value": "Bayesian" + "value": "SparkJobScalaEntry" } ] }, "additionalProperties": false }, - "SasDatastoreCredentials": { - "description": "SAS datastore credentials configuration.", + "SparkJobPythonEntry": { "required": [ - "secrets" + "file" ], "type": "object", "allOf": [ { - "$ref": "#/definitions/DatastoreCredentials" + "$ref": "#/definitions/SparkJobEntry" } ], "properties": { - "secrets": { - "description": "[Required] Storage container secrets.", - "$ref": "#/definitions/SasDatastoreSecrets", + "file": { + "description": "[Required] Relative python file path for job entry point.", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "example": "train.py", "x-ms-mutability": [ "create", - "update" - ], - "x-ms-secret": true + "read" + ] } }, - "x-ms-discriminator-value": "Sas", + "x-ms-discriminator-value": "SparkJobPythonEntry", "additionalProperties": false }, - "SasDatastoreSecrets": { - "description": "Datastore SAS secrets.", + "SparkJobScalaEntry": { + "required": [ + "className" + ], "type": "object", "allOf": [ { - "$ref": "#/definitions/DatastoreSecrets" + "$ref": "#/definitions/SparkJobEntry" } ], "properties": { - "sasToken": { - "description": "Storage container SAS token.", + "className": { + "description": "[Required] Scala class name used as entry point.", + "minLength": 1, + "pattern": "[a-zA-Z0-9_]", + "type": "string", + "example": "microsoft.aml.sample.myapp", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "x-ms-discriminator-value": "SparkJobPythonEntry", + "additionalProperties": false + }, + "SparkResourceConfiguration": { + "type": "object", + "properties": { + "instanceType": { + "description": "Optional type of VM used as supported by the compute target.", "type": "string", + "x-ms-mutability": [ + "create", + "read" + ], "x-nullable": true + }, + "runtimeVersion": { + "description": "Version of spark runtime used for the job.", + "default": "3.1", + "type": "string", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "x-ms-discriminator-value": "Sas", "additionalProperties": false }, - "ScaleType": { - "enum": [ - "Default", - "TargetUtilization" - ], - "type": "string", - "x-ms-enum": { - "name": "ScaleType", - "modelAsString": true, - "values": [ - { - "value": "Default" - }, - { - "value": "TargetUtilization" - } - ] + "StackEnsembleSettings": { + "description": "Advances setting to customize StackEnsemble run.", + "type": "object", + "properties": { + "stackMetaLearnerKWargs": { + "description": "Optional parameters to pass to the initializer of the meta-learner.", + "type": "object", + "x-nullable": true + }, + "stackMetaLearnerTrainPercentage": { + "format": "double", + "description": "Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2.", + "default": 0.2, + "type": "number" + }, + "stackMetaLearnerType": { + "description": "The meta-learner is a model trained on the output of the individual heterogeneous models.", + "default": "None", + "$ref": "#/definitions/StackMetaLearnerType" + } }, "additionalProperties": false }, - "SecretsType": { - "description": "Enum to determine the datastore secrets type.", + "StackMetaLearnerType": { + "description": "The meta-learner is a model trained on the output of the individual heterogeneous models.\r\nDefault meta-learners are LogisticRegression for classification tasks (or LogisticRegressionCV if cross-validation is enabled) and ElasticNet for regression/forecasting tasks (or ElasticNetCV if cross-validation is enabled).\r\nThis parameter can be one of the following strings: LogisticRegression, LogisticRegressionCV, LightGBMClassifier, ElasticNet, ElasticNetCV, LightGBMRegressor, or LinearRegression", "enum": [ - "AccountKey", - "Certificate", - "Sas", - "ServicePrincipal" + "None", + "LogisticRegression", + "LogisticRegressionCV", + "LightGBMClassifier", + "ElasticNet", + "ElasticNetCV", + "LightGBMRegressor", + "LinearRegression" ], "type": "string", "x-ms-enum": { - "name": "SecretsType", + "name": "StackMetaLearnerType", "modelAsString": true, "values": [ { - "value": "AccountKey" + "value": "None" }, { - "value": "Certificate" + "value": "LogisticRegression", + "description": "Default meta-learners are LogisticRegression for classification tasks." }, { - "value": "Sas" + "value": "LogisticRegressionCV", + "description": "Default meta-learners are LogisticRegression for classification task when CV is on." }, { - "value": "ServicePrincipal" - } - ] - }, - "additionalProperties": false - }, - "ServiceDataAccessAuthIdentity": { - "enum": [ - "None", - "WorkspaceSystemAssignedIdentity", - "WorkspaceUserAssignedIdentity" - ], - "type": "string", - "x-ms-enum": { - "name": "ServiceDataAccessAuthIdentity", - "modelAsString": true, - "values": [ + "value": "LightGBMClassifier" + }, { - "value": "None", - "description": "Do not use any identity for service data access." + "value": "ElasticNet", + "description": "Default meta-learners are LogisticRegression for regression task." }, { - "value": "WorkspaceSystemAssignedIdentity", - "description": "Use the system assigned managed identity of the Workspace to authenticate service data access." + "value": "ElasticNetCV", + "description": "Default meta-learners are LogisticRegression for regression task when CV is on." }, { - "value": "WorkspaceUserAssignedIdentity", - "description": "Use the user assigned managed identity of the Workspace to authenticate service data access." + "value": "LightGBMRegressor" + }, + { + "value": "LinearRegression" } ] }, "additionalProperties": false }, - "ServicePrincipalDatastoreCredentials": { - "description": "Service Principal datastore credentials configuration.", - "required": [ - "clientId", - "secrets", - "tenantId" - ], + "StatusMessage": { + "description": "Active message associated with project", "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreCredentials" - } - ], "properties": { - "authorityUrl": { - "description": "Authority URL used for authentication.", - "type": "string", - "x-nullable": true - }, - "clientId": { - "format": "uuid", - "description": "[Required] Service principal client ID.", - "type": "string" - }, - "resourceUrl": { - "description": "Resource the service principal has access to.", + "code": { + "description": "Service-defined message code.", "type": "string", - "x-nullable": true - }, - "secrets": { - "description": "[Required] Service principal secrets.", - "$ref": "#/definitions/ServicePrincipalDatastoreSecrets", + "readOnly": true, "x-ms-mutability": [ - "create", - "update" + "read" ], - "x-ms-secret": true - }, - "tenantId": { - "format": "uuid", - "description": "[Required] ID of the tenant to which the service principal belongs.", - "type": "string" - } - }, - "x-ms-discriminator-value": "ServicePrincipal", - "additionalProperties": false - }, - "ServicePrincipalDatastoreSecrets": { - "description": "Datastore Service Principal secrets.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/DatastoreSecrets" - } - ], - "properties": { - "clientSecret": { - "description": "Service principal secret.", - "type": "string", - "x-nullable": true - } - }, - "x-ms-discriminator-value": "ServicePrincipal", - "additionalProperties": false - }, - "SkuCapacity": { - "description": "SKU capacity information", - "type": "object", - "properties": { - "default": { - "format": "int32", - "description": "Gets or sets the default capacity.", - "default": 0, - "type": "integer" - }, - "maximum": { - "format": "int32", - "description": "Gets or sets the maximum.", - "default": 0, - "type": "integer" - }, - "minimum": { - "format": "int32", - "description": "Gets or sets the minimum.", - "default": 0, - "type": "integer" - }, - "scaleType": { - "description": "Gets or sets the type of the scale.", - "default": "Automatic", - "$ref": "#/definitions/SkuScaleType" - } - }, - "additionalProperties": false - }, - "SkuResource": { - "description": "Fulfills ARM Contract requirement to list all available SKUS for a resource.", - "type": "object", - "properties": { - "capacity": { - "description": "Gets or sets the Sku Capacity.", - "$ref": "#/definitions/SkuCapacity", "x-nullable": true }, - "resourceType": { - "description": "The resource type name.", + "createdDateTime": { + "format": "date-time", + "description": "Time in UTC at which the message was created.", "type": "string", "readOnly": true, "x-ms-mutability": [ @@ -9602,78 +14420,80 @@ ], "x-nullable": true }, - "sku": { - "description": "Gets or sets the Sku.", - "$ref": "#/definitions/SkuSetting", - "x-nullable": true - } - }, - "additionalProperties": false - }, - "SkuResourceArmPaginatedResult": { - "description": "A paginated list of SkuResource entities.", - "type": "object", - "properties": { - "nextLink": { - "description": "The link to the next page of SkuResource objects. If null, there are no additional pages.", - "type": "string" + "level": { + "description": "Severity level of message.", + "$ref": "#/definitions/StatusMessageLevel", + "readOnly": true, + "x-ms-mutability": [ + "read" + ] }, - "value": { - "description": "An array of objects of type SkuResource.", - "type": "array", - "items": { - "$ref": "#/definitions/SkuResource" - }, - "x-ms-identifiers": [] + "message": { + "description": "A human-readable representation of the message code.", + "type": "string", + "readOnly": true, + "x-ms-mutability": [ + "read" + ], + "x-nullable": true } }, "additionalProperties": false }, - "SkuScaleType": { - "description": "Node scaling setting for the compute sku.", + "StatusMessageLevel": { "enum": [ - "Automatic", - "Manual", - "None" + "Error", + "Information", + "Warning" ], "type": "string", "x-ms-enum": { - "name": "SkuScaleType", + "name": "StatusMessageLevel", "modelAsString": true, "values": [ { - "value": "Automatic", - "description": "Automatically scales node count." + "value": "Error" }, { - "value": "Manual", - "description": "Node count scaled upon user request." + "value": "Information" }, { - "value": "None", - "description": "Fixed set of nodes." + "value": "Warning" } ] }, "additionalProperties": false }, - "SkuSetting": { - "description": "SkuSetting fulfills the need for stripped down SKU info in ARM contract.", - "required": [ - "name" + "StochasticOptimizer": { + "description": "Stochastic optimizer for image models.", + "enum": [ + "None", + "Sgd", + "Adam", + "Adamw" ], - "type": "object", - "properties": { - "name": { - "description": "[Required] The name of the SKU. Ex - P3. It is typically a letter+number code.", - "pattern": "[a-zA-Z0-9_]", - "type": "string" - }, - "tier": { - "description": "This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.", - "default": "Basic", - "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/SkuTier" - } + "type": "string", + "x-ms-enum": { + "name": "StochasticOptimizer", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "No optimizer selected." + }, + { + "value": "Sgd", + "description": "Stochastic Gradient Descent optimizer." + }, + { + "value": "Adam", + "description": "Adam is algorithm the optimizes stochastic objective functions based on adaptive estimates of moments" + }, + { + "value": "Adamw", + "description": "AdamW is a variant of the optimizer Adam that has an improved implementation of weight decay." + } + ] }, "additionalProperties": false }, @@ -9735,54 +14555,327 @@ "x-ms-mutability": [ "create", "read" - ], - "x-nullable": true - }, - "samplingAlgorithm": { - "description": "[Required] The hyperparameter sampling algorithm", - "$ref": "#/definitions/SamplingAlgorithm" - }, - "searchSpace": { - "description": "[Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter", - "type": "object" - }, - "trial": { - "description": "[Required] Trial component definition.", - "$ref": "#/definitions/TrialComponent" + ], + "x-nullable": true + }, + "samplingAlgorithm": { + "description": "[Required] The hyperparameter sampling algorithm", + "$ref": "#/definitions/SamplingAlgorithm" + }, + "searchSpace": { + "description": "[Required] A dictionary containing each parameter and its distribution. The dictionary key is the name of the parameter", + "type": "object" + }, + "trial": { + "description": "[Required] Trial component definition.", + "$ref": "#/definitions/TrialComponent" + } + }, + "x-ms-discriminator-value": "Sweep", + "additionalProperties": false + }, + "SweepJobLimits": { + "description": "Sweep Job limit class.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/JobLimits" + } + ], + "properties": { + "maxConcurrentTrials": { + "format": "int32", + "description": "Sweep Job max concurrent trials.", + "type": "integer", + "x-nullable": true + }, + "maxTotalTrials": { + "format": "int32", + "description": "Sweep Job max total trials.", + "type": "integer", + "x-nullable": true + }, + "trialTimeout": { + "format": "duration", + "description": "Sweep Job Trial timeout value.", + "type": "string", + "x-nullable": true + } + }, + "x-ms-discriminator-value": "Sweep", + "additionalProperties": false + }, + "TableVertical": { + "description": "Abstract class for AutoML tasks that use table dataset as input - such as Classification/Regression/Forecasting.", + "type": "object", + "properties": { + "cvSplitColumnNames": { + "description": "Columns to use for CVSplit data.", + "type": "array", + "items": { + "type": "string" + }, + "x-nullable": true + }, + "featurizationSettings": { + "description": "Featurization inputs needed for AutoML job.", + "$ref": "#/definitions/TableVerticalFeaturizationSettings", + "x-nullable": true + }, + "limitSettings": { + "description": "Execution constraints for AutoMLJob.", + "$ref": "#/definitions/TableVerticalLimitSettings", + "x-nullable": true + }, + "nCrossValidations": { + "description": "Number of cross validation folds to be applied on training dataset\r\nwhen validation dataset is not provided.", + "$ref": "#/definitions/NCrossValidations", + "x-nullable": true + }, + "testData": { + "description": "Test data input.", + "$ref": "#/definitions/MLTableJobInput", + "x-nullable": true + }, + "testDataSize": { + "format": "double", + "description": "The fraction of test dataset that needs to be set aside for validation purpose.\r\nValues between (0.0 , 1.0)\r\nApplied when validation dataset is not provided.", + "type": "number", + "x-nullable": true + }, + "validationData": { + "description": "Validation data inputs.", + "$ref": "#/definitions/MLTableJobInput", + "x-nullable": true + }, + "validationDataSize": { + "format": "double", + "description": "The fraction of training dataset that needs to be set aside for validation purpose.\r\nValues between (0.0 , 1.0)\r\nApplied when validation dataset is not provided.", + "type": "number", + "x-nullable": true + }, + "weightColumnName": { + "description": "The name of the sample weight column. Automated ML supports a weighted column as an input, causing rows in the data to be weighted up or down.", + "type": "string", + "x-nullable": true + } + }, + "additionalProperties": false + }, + "TableVerticalFeaturizationSettings": { + "description": "Featurization Configuration.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/FeaturizationSettings" + } + ], + "properties": { + "blockedTransformers": { + "description": "These transformers shall not be used in featurization.", + "type": "array", + "items": { + "$ref": "#/definitions/BlockedTransformers" + }, + "x-nullable": true + }, + "columnNameAndTypes": { + "description": "Dictionary of column name and its type (int, float, string, datetime etc).", + "type": "object", + "additionalProperties": { + "type": "string", + "x-nullable": true + }, + "x-nullable": true + }, + "enableDnnFeaturization": { + "description": "Determines whether to use Dnn based featurizers for data featurization.", + "default": false, + "type": "boolean" + }, + "mode": { + "description": "Featurization mode - User can keep the default 'Auto' mode and AutoML will take care of necessary transformation of the data in featurization phase.\r\nIf 'Off' is selected then no featurization is done.\r\nIf 'Custom' is selected then user can specify additional inputs to customize how featurization is done.", + "default": "Auto", + "$ref": "#/definitions/FeaturizationMode" + }, + "transformerParams": { + "description": "User can specify additional transformers to be used along with the columns to which it would be applied and parameters for the transformer constructor.", + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "$ref": "#/definitions/ColumnTransformer" + }, + "x-nullable": true, + "x-ms-identifiers": [] + }, + "x-nullable": true + } + }, + "additionalProperties": false + }, + "TableVerticalLimitSettings": { + "description": "Job execution constraints.", + "type": "object", + "properties": { + "enableEarlyTermination": { + "description": "Enable early termination, determines whether or not if AutoMLJob will terminate early if there is no score improvement in last 20 iterations.", + "default": true, + "type": "boolean" + }, + "exitScore": { + "format": "double", + "description": "Exit score for the AutoML job.", + "type": "number", + "x-nullable": true + }, + "maxConcurrentTrials": { + "format": "int32", + "description": "Maximum Concurrent iterations.", + "default": 1, + "type": "integer" + }, + "maxCoresPerTrial": { + "format": "int32", + "description": "Max cores per iteration.", + "default": -1, + "type": "integer" + }, + "maxTrials": { + "format": "int32", + "description": "Number of iterations.", + "default": 1000, + "type": "integer" + }, + "timeout": { + "format": "duration", + "description": "AutoML job timeout.", + "default": "PT6H", + "type": "string" + }, + "trialTimeout": { + "format": "duration", + "description": "Iteration timeout.", + "default": "PT30M", + "type": "string" + } + }, + "additionalProperties": false + }, + "TargetAggregationFunction": { + "description": "Target aggregate function.", + "enum": [ + "None", + "Sum", + "Max", + "Min", + "Mean" + ], + "type": "string", + "x-ms-enum": { + "name": "TargetAggregationFunction", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "Represent no value set." + }, + { + "value": "Sum" + }, + { + "value": "Max" + }, + { + "value": "Min" + }, + { + "value": "Mean" + } + ] + }, + "additionalProperties": false + }, + "TargetLags": { + "description": "The number of past periods to lag from the target column.", + "required": [ + "mode" + ], + "type": "object", + "properties": { + "mode": { + "description": "[Required] Set target lags mode - Auto/Custom", + "$ref": "#/definitions/TargetLagsMode", + "x-ms-mutability": [ + "create", + "read" + ] + } + }, + "discriminator": "mode" + }, + "TargetLagsMode": { + "description": "Target lags selection modes.", + "enum": [ + "Auto", + "Custom" + ], + "type": "string", + "x-ms-enum": { + "name": "TargetLagsMode", + "modelAsString": true, + "values": [ + { + "value": "Auto", + "description": "Target lags to be determined automatically." + }, + { + "value": "Custom", + "description": "Use the custom target lags." + } + ] + }, + "additionalProperties": false + }, + "TargetRollingWindowSize": { + "description": "Forecasting target rolling window size.", + "required": [ + "mode" + ], + "type": "object", + "properties": { + "mode": { + "description": "[Required] TargetRollingWindowSiz detection mode.", + "$ref": "#/definitions/TargetRollingWindowSizeMode", + "x-ms-mutability": [ + "create", + "read" + ] } }, - "x-ms-discriminator-value": "Sweep", - "additionalProperties": false + "discriminator": "mode" }, - "SweepJobLimits": { - "description": "Sweep Job limit class.", - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/JobLimits" - } + "TargetRollingWindowSizeMode": { + "description": "Target rolling windows size mode.", + "enum": [ + "Auto", + "Custom" ], - "properties": { - "maxConcurrentTrials": { - "format": "int32", - "description": "Sweep Job max concurrent trials.", - "type": "integer", - "x-nullable": true - }, - "maxTotalTrials": { - "format": "int32", - "description": "Sweep Job max total trials.", - "type": "integer", - "x-nullable": true - }, - "trialTimeout": { - "format": "duration", - "description": "Sweep Job Trial timeout value.", - "type": "string", - "x-nullable": true - } + "type": "string", + "x-ms-enum": { + "name": "TargetRollingWindowSizeMode", + "modelAsString": true, + "values": [ + { + "value": "Auto", + "description": "Determine rolling windows size automatically." + }, + { + "value": "Custom", + "description": "Use the specified rolling window size." + } + ] }, - "x-ms-discriminator-value": "Sweep", "additionalProperties": false }, "TargetUtilizationScaleSettings": { @@ -9821,6 +14914,69 @@ "x-ms-discriminator-value": "TargetUtilization", "additionalProperties": false }, + "TaskType": { + "description": "AutoMLJob Task type.", + "enum": [ + "Classification", + "Regression", + "Forecasting", + "ImageClassification", + "ImageClassificationMultilabel", + "ImageObjectDetection", + "ImageInstanceSegmentation", + "TextClassification", + "TextClassificationMultilabel", + "TextNER" + ], + "type": "string", + "x-ms-enum": { + "name": "TaskType", + "modelAsString": true, + "values": [ + { + "value": "Classification", + "description": "Classification in machine learning and statistics is a supervised learning approach in which\nthe computer program learns from the data given to it and make new observations or classifications." + }, + { + "value": "Regression", + "description": "Regression means to predict the value using the input data. Regression models are used to predict a continuous value." + }, + { + "value": "Forecasting", + "description": "Forecasting is a special kind of regression task that deals with time-series data and creates forecasting model\nthat can be used to predict the near future values based on the inputs." + }, + { + "value": "ImageClassification", + "description": "Image Classification. Multi-class image classification is used when an image is classified with only a single label\nfrom a set of classes - e.g. each image is classified as either an image of a 'cat' or a 'dog' or a 'duck'." + }, + { + "value": "ImageClassificationMultilabel", + "description": "Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels\nfrom a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'." + }, + { + "value": "ImageObjectDetection", + "description": "Image Object Detection. Object detection is used to identify objects in an image and locate each object with a\nbounding box e.g. locate all dogs and cats in an image and draw a bounding box around each." + }, + { + "value": "ImageInstanceSegmentation", + "description": "Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level,\ndrawing a polygon around each object in the image." + }, + { + "value": "TextClassification", + "description": "Text classification (also known as text tagging or text categorization) is the process of sorting texts into categories.\nCategories are mutually exclusive." + }, + { + "value": "TextClassificationMultilabel", + "description": "Multilabel classification task assigns each sample to a group (zero or more) of target labels." + }, + { + "value": "TextNER", + "description": "Text Named Entity Recognition a.k.a. TextNER.\nNamed Entity Recognition (NER) is the ability to take free-form text and identify the occurrences of entities such as people, locations, organizations, and more." + } + ] + }, + "additionalProperties": false + }, "TensorFlow": { "description": "TensorFlow distribution configuration.", "type": "object", @@ -9854,6 +15010,133 @@ "x-ms-discriminator-value": "TensorFlow", "additionalProperties": false }, + "TextAnnotationType": { + "description": "Annotation type of text data.", + "enum": [ + "Classification", + "NamedEntityRecognition" + ], + "type": "string", + "x-ms-enum": { + "name": "TextAnnotationType", + "modelAsString": true, + "values": [ + { + "value": "Classification" + }, + { + "value": "NamedEntityRecognition" + } + ] + }, + "additionalProperties": false + }, + "TextClassification": { + "description": "Text Classification task in AutoML NLP vertical.\r\nNLP - Natural Language Processing.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/NlpVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric for Text-Classification task.", + "default": "Accuracy", + "$ref": "#/definitions/ClassificationPrimaryMetrics" + } + }, + "x-ms-discriminator-value": "TextClassification", + "additionalProperties": false + }, + "TextClassificationMultilabel": { + "description": "Text Classification Multilabel task in AutoML NLP vertical.\r\nNLP - Natural Language Processing.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/NlpVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric for Text-Classification-Multilabel task.\r\nCurrently only Accuracy is supported as primary metric, hence user need not set it explicitly.", + "$ref": "#/definitions/ClassificationMultilabelPrimaryMetrics", + "readOnly": true + } + }, + "x-ms-discriminator-value": "TextClassificationMultilabel", + "additionalProperties": false + }, + "TextNer": { + "description": "Text-NER task in AutoML NLP vertical.\r\nNER - Named Entity Recognition.\r\nNLP - Natural Language Processing.", + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/NlpVertical" + }, + { + "$ref": "#/definitions/AutoMLVertical" + } + ], + "properties": { + "primaryMetric": { + "description": "Primary metric for Text-NER task.\r\nOnly 'Accuracy' is supported for Text-NER, so user need not set this explicitly.", + "$ref": "#/definitions/ClassificationPrimaryMetrics", + "readOnly": true + } + }, + "x-ms-discriminator-value": "TextNER", + "additionalProperties": false + }, + "TrainingSettings": { + "description": "Training related configuration.", + "type": "object", + "properties": { + "enableDnnTraining": { + "description": "Enable recommendation of DNN models.", + "default": false, + "type": "boolean" + }, + "enableModelExplainability": { + "description": "Flag to turn on explainability on best model.", + "default": true, + "type": "boolean" + }, + "enableOnnxCompatibleModels": { + "description": "Flag for enabling onnx compatible models.", + "default": false, + "type": "boolean" + }, + "enableStackEnsemble": { + "description": "Enable stack ensemble run.", + "default": true, + "type": "boolean" + }, + "enableVoteEnsemble": { + "description": "Enable voting ensemble run.", + "default": true, + "type": "boolean" + }, + "ensembleModelDownloadTimeout": { + "format": "duration", + "description": "During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded.\r\nConfigure this parameter with a higher value than 300 secs, if more time is needed.", + "default": "PT5M", + "type": "string" + }, + "stackEnsembleSettings": { + "description": "Stack ensemble settings for stack ensemble run.", + "$ref": "#/definitions/StackEnsembleSettings", + "x-nullable": true + } + }, + "additionalProperties": false + }, "TrialComponent": { "description": "Trial component definition.", "required": [ @@ -9911,7 +15194,7 @@ "resources": { "description": "Compute Resource configuration for the job.", "default": "{}", - "$ref": "#/definitions/ResourceConfiguration", + "$ref": "#/definitions/JobResourceConfiguration", "x-ms-mutability": [ "create", "read" @@ -9920,6 +15203,59 @@ }, "additionalProperties": false }, + "TriggerBase": { + "required": [ + "triggerType" + ], + "type": "object", + "properties": { + "endTime": { + "description": "Specifies end time of schedule in ISO 8601, but without a UTC offset. Refer https://en.wikipedia.org/wiki/ISO_8601.\r\nRecommented format would be \"2022-06-01T00:00:01\"\r\nIf not present, the schedule will run indefinitely", + "type": "string", + "x-nullable": true + }, + "startTime": { + "description": "Specifies start time of schedule in ISO 8601 format, but without a UTC offset.", + "type": "string", + "x-nullable": true + }, + "timeZone": { + "description": "Specifies time zone in which the schedule runs.\r\nTimeZone should follow Windows time zone format. Refer: https://docs.microsoft.com/en-us/windows-hardware/manufacture/desktop/default-time-zones?view=windows-11", + "default": "UTC", + "type": "string" + }, + "triggerType": { + "description": "[Required] ", + "$ref": "#/definitions/TriggerType", + "x-ms-mutability": [ + "create", + "read", + "update" + ] + } + }, + "discriminator": "triggerType" + }, + "TriggerType": { + "enum": [ + "Recurrence", + "Cron" + ], + "type": "string", + "x-ms-enum": { + "name": "TriggerType", + "modelAsString": true, + "values": [ + { + "value": "Recurrence" + }, + { + "value": "Cron" + } + ] + }, + "additionalProperties": false + }, "TritonModelJobInput": { "type": "object", "allOf": [ @@ -10049,6 +15385,113 @@ ], "x-ms-discriminator-value": "UserIdentity", "additionalProperties": false + }, + "UseStl": { + "description": "Configure STL Decomposition of the time-series target column.", + "enum": [ + "None", + "Season", + "SeasonTrend" + ], + "type": "string", + "x-ms-enum": { + "name": "UseStl", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "No stl decomposition." + }, + { + "value": "Season" + }, + { + "value": "SeasonTrend" + } + ] + }, + "additionalProperties": false + }, + "ValidationMetricType": { + "description": "Metric computation method to use for validation metrics in image tasks.", + "enum": [ + "None", + "Coco", + "Voc", + "CocoVoc" + ], + "type": "string", + "x-ms-enum": { + "name": "ValidationMetricType", + "modelAsString": true, + "values": [ + { + "value": "None", + "description": "No metric." + }, + { + "value": "Coco", + "description": "Coco metric." + }, + { + "value": "Voc", + "description": "Voc metric." + }, + { + "value": "CocoVoc", + "description": "CocoVoc metric." + } + ] + }, + "additionalProperties": false + }, + "WeekDay": { + "description": "Enum of weekday", + "enum": [ + "Monday", + "Tuesday", + "Wednesday", + "Thursday", + "Friday", + "Saturday", + "Sunday" + ], + "type": "string", + "x-ms-enum": { + "name": "WeekDay", + "modelAsString": true, + "values": [ + { + "value": "Monday", + "description": "Monday weekday" + }, + { + "value": "Tuesday", + "description": "Tuesday weekday" + }, + { + "value": "Wednesday", + "description": "Wednesday weekday" + }, + { + "value": "Thursday", + "description": "Thursday weekday" + }, + { + "value": "Friday", + "description": "Friday weekday" + }, + { + "value": "Saturday", + "description": "Saturday weekday" + }, + { + "value": "Sunday", + "description": "Sunday weekday" + } + ] + }, + "additionalProperties": false } }, "securityDefinitions": { From a54e9124f77bf31ed86d88cabe79a1b3d06150a8 Mon Sep 17 00:00:00 2001 From: srivatsasinha <102133347+srivatsasinha@users.noreply.github.com> Date: Mon, 25 Jul 2022 08:12:28 +0530 Subject: [PATCH 06/11] Updating Swagger Spec for MLC for CustomServices (#19781) * Updating Swagger Spec for MLC for CustomServices * Added Examples * Removing update API in favor of exisiting Patch API and Fixing some Validation issues * Fixed Pretty Issue * Fixed Id Issue * Changed case * Updated Examples * Changing Description * Added nullable fields * Added update APIs * Fixing validation errors * Fix model validation Co-authored-by: Srivatsa Sinha --- custom-words.txt | 4 + .../createOrUpdate/ComputeInstance.json | 35 ++ .../examples/Compute/get/ComputeInstance.json | 47 +++ .../Compute/updateCustomServices.json | 47 +++ .../machineLearningServices.json | 306 ++++++++++++++++++ 5 files changed, 439 insertions(+) create mode 100644 specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateCustomServices.json diff --git a/custom-words.txt b/custom-words.txt index e70feaf46b1d..55088512d71f 100644 --- a/custom-words.txt +++ b/custom-words.txt @@ -2471,6 +2471,10 @@ relationshipdef structdef typedefs testfailover +tmpfs +Tmpfs +npipe +nocopy Orignal Onprem targetv diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json index 91d4cafc08c5..9340cde65e1e 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/createOrUpdate/ComputeInstance.json @@ -18,6 +18,41 @@ "sshSettings": { "sshPublicAccess": "Disabled" }, + "customServices": [ + { + "name": "rstudio-workbench", + "image": { + "type": "docker", + "reference": "ghcr.io/azure/rstudio-workbench:latest" + }, + "environmentVariables": { + "RSP_LICENSE": { + "type": "local", + "value": "XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX" + } + }, + "docker": { + "privileged": true + }, + "endpoints": [ + { + "protocol": "http", + "name": "connect", + "target": 8787, + "published": 4444, + "hostIp": null + } + ], + "volumes": [ + { + "type": "bind", + "source": "/mnt/azureuser/", + "target": "/home/testuser/", + "readOnly": true + } + ] + } + ], "computeInstanceAuthorizationType": "personal", "personalComputeInstanceSettings": { "assignedUser": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json index 193fbc14fedb..9b1b59283495 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/get/ComputeInstance.json @@ -30,6 +30,53 @@ "adminUserName": "azureuser", "sshPort": 22 }, + "customServices": [ + { + "name": "rstudio-workbench", + "image": { + "type": "docker", + "reference": "ghcr.io/azure/rstudio-workbench:latest" + }, + "environmentVariables": { + "RSP_LICENSE": { + "type": "local", + "value": "XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX" + } + }, + "docker": { + "privileged": true + }, + "endpoints": [ + { + "protocol": "http", + "name": "connect", + "target": 8787, + "published": 4444, + "hostIp": null + } + ], + "volumes": [ + { + "type": "bind", + "source": "/mnt/azureuser/", + "target": "/home/testuser/", + "readOnly": true, + "consistency": "test", + "bind": { + "propagation": "test", + "createHostPath": true, + "selinux": "test" + }, + "volume": { + "nocopy": true + }, + "tmpfs": { + "size": 10 + } + } + ] + } + ], "computeInstanceAuthorizationType": "personal", "personalComputeInstanceSettings": { "assignedUser": { diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateCustomServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateCustomServices.json new file mode 100644 index 000000000000..8a12816440dd --- /dev/null +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/examples/Compute/updateCustomServices.json @@ -0,0 +1,47 @@ +{ + "parameters": { + "subscriptionId": "34adfa4f-cedf-4dc0-ba29-b6d1a69ab345", + "resourceGroupName": "testrg123", + "workspaceName": "workspaces123", + "computeName": "compute123", + "api-version": "2022-06-01-preview", + "customServices": [ + { + "name": "rstudio-workbench", + "image": { + "type": "docker", + "reference": "ghcr.io/azure/rstudio-workbench:latest" + }, + "environmentVariables": { + "RSP_LICENSE": { + "type": "local", + "value": "XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX" + } + }, + "docker": { + "privileged": true + }, + "endpoints": [ + { + "protocol": "http", + "name": "connect", + "target": 8787, + "published": 4444, + "hostIp": null + } + ], + "volumes": [ + { + "type": "bind", + "source": "/mnt/azureuser/", + "target": "/home/testuser/", + "readOnly": true + } + ] + } + ] + }, + "responses": { + "200": {} + } +} diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index 5b764c2593d3..1a50ec24399b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -1001,6 +1001,61 @@ } } }, + "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/customServices": { + "post": { + "tags": [ + "OperationalizationClusters", + "MachineLearningComputes" + ], + "operationId": "Compute_UpdateCustomServices", + "description": "Updates the custom services list. The list of custom services provided shall be overwritten", + "x-ms-examples": { + "Update Custom Services": { + "$ref": "./examples/Compute/updateCustomServices.json" + } + }, + "parameters": [ + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/SubscriptionIdParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ResourceGroupNameParameter" + }, + { + "$ref": "#/parameters/WorkspaceNameParameter" + }, + { + "$ref": "#/parameters/ComputeNameParameter" + }, + { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/parameters/ApiVersionParameter" + }, + { + "in": "body", + "name": "customServices", + "required": true, + "description": "New list of Custom Services.", + "schema": { + "type": "array", + "items": { + "$ref": "#/definitions/CustomService" + } + } + } + ], + "responses": { + "200": { + "description": "Success" + }, + "default": { + "description": "Error response describing why the request failed.", + "schema": { + "$ref": "../../../../../common-types/resource-management/v3/types.json#/definitions/ErrorResponse" + } + } + } + } + }, "/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes": { "post": { "tags": [ @@ -3638,6 +3693,17 @@ "$ref": "#/definitions/ComputeInstanceSshSettings", "x-nullable": true }, + "customServices": { + "type": "array", + "description": "List of Custom Services added to the compute.", + "x-nullable": true, + "items": { + "$ref": "#/definitions/CustomService" + }, + "x-ms-identifiers": [ + "name" + ] + }, "connectivityEndpoints": { "readOnly": true, "description": "Describes all connectivity endpoints available for this ComputeInstance.", @@ -4746,6 +4812,246 @@ } } }, + "CustomService": { + "type": "object", + "description": "Specifies the custom service configuration", + "properties": { + "name": { + "type": "string", + "description": "Name of the Custom Service" + }, + "image": { + "$ref": "#/definitions/Image", + "description": "Describes the Image Specifications" + }, + "environmentVariables": { + "type": "object", + "description": "Environment Variable for the container", + "additionalProperties": { + "$ref": "#/definitions/EnvironmentVariable" + } + }, + "docker": { + "description": "Describes the docker settings for the image", + "$ref": "#/definitions/Docker", + "x-nullable": true + }, + "endpoints": { + "type": "array", + "description": "Configuring the endpoints for the container", + "items": { + "$ref": "#/definitions/Endpoint" + }, + "x-ms-identifiers": [ + "name" + ] + }, + "volumes": { + "type": "array", + "description": "Configuring the volumes for the container", + "items": { + "$ref": "#/definitions/VolumeDefinition" + }, + "x-ms-identifiers": [ + "source", + "target" + ] + } + }, + "additionalProperties": true + }, + "Image": { + "type": "object", + "properties": { + "type": { + "default": "docker", + "enum": [ + "docker", + "azureml" + ], + "type": "string", + "title": "Type of the image", + "description": "Type of the image. Possible values are: docker - For docker images. azureml - For AzureML images", + "x-ms-enum": { + "name": "ImageType", + "modelAsString": true + } + }, + "reference": { + "type": "string", + "description": "Image reference URL" + } + }, + "additionalProperties": true + }, + "EnvironmentVariable": { + "type": "object", + "properties": { + "type": { + "enum": [ + "local" + ], + "default": "local", + "title": "Type of Environment Variable", + "description": "Type of the Environment Variable. Possible values are: local - For local variable", + "type": "string", + "x-ms-enum": { + "name": "EnvironmentVariableType", + "modelAsString": true + } + }, + "value": { + "type": "string", + "description": "Value of the Environment variable" + } + }, + "additionalProperties": true + }, + "Docker": { + "type": "object", + "properties": { + "privileged": { + "type": "boolean", + "description": "Indicate whether container shall run in privileged or non-privileged mode.", + "x-nullable": true + } + }, + "additionalProperties": true + }, + "Endpoint": { + "type": "object", + "properties": { + "protocol": { + "enum": [ + "tcp", + "udp", + "http" + ], + "default": "tcp", + "title": "Endpoint Communication Protocol", + "description": "Protocol over which communication will happen over this endpoint", + "x-ms-enum": { + "name": "protocol", + "modelAsString": true + }, + "type": "string" + }, + "name": { + "type": "string", + "description": "Name of the Endpoint" + }, + "target": { + "format": "int32", + "type": "integer", + "description": "Application port inside the container." + }, + "published": { + "format": "int32", + "type": "integer", + "description": "Port over which the application is exposed from container.", + "x-nullable": true + }, + "hostIp": { + "description": "Host IP over which the application is exposed from the container", + "type": "string", + "x-nullable": true + } + } + }, + "VolumeDefinition": { + "type": "object", + "properties": { + "type": { + "enum": [ + "bind", + "volume", + "tmpfs", + "npipe" + ], + "default": "bind", + "title": "Type of Volume Definition", + "description": "Type of Volume Definition. Possible Values: bind,volume,tmpfs,npipe", + "x-ms-enum": { + "name": "VolumeDefinitionType", + "modelAsString": true + }, + "type": "string" + }, + "readOnly": { + "type": "boolean", + "description": "Indicate whether to mount volume as readOnly. Default value for this is false.", + "x-nullable": true + }, + "source": { + "type": "string", + "description": "Source of the mount. For bind mounts this is the host path." + }, + "target": { + "type": "string", + "description": "Target of the mount. For bind mounts this is the path in the container." + }, + "consistency": { + "type": "string", + "description": "Consistency of the volume", + "x-nullable": true + }, + "bind": { + "$ref": "#/definitions/BindOptions", + "description": "Bind Options of the mount", + "x-nullable": true + }, + "volume": { + "$ref": "#/definitions/VolumeOptions", + "description": "Volume Options of the mount", + "x-nullable": true + }, + "tmpfs": { + "$ref": "#/definitions/TmpfsOptions", + "description": "tmpfs option of the mount", + "x-nullable": true + } + } + }, + "VolumeOptions": { + "type": "object", + "properties": { + "nocopy": { + "type": "boolean", + "description": "Indicate whether volume is nocopy", + "x-nullable": true + } + } + }, + "BindOptions": { + "type": "object", + "properties": { + "propagation": { + "type": "string", + "description": "Type of Bind Option", + "x-nullable": true + }, + "createHostPath": { + "type": "boolean", + "description": "Indicate whether to create host path.", + "x-nullable": true + }, + "selinux": { + "type": "string", + "description": "Mention the selinux options.", + "x-nullable": true + } + } + }, + "TmpfsOptions": { + "type": "object", + "properties": { + "size": { + "format": "int32", + "type": "integer", + "description": "Mention the Tmpfs size" + } + } + }, "ComputeInstanceSshSettings": { "type": "object", "description": "Specifies policy and settings for SSH access.", From 1d8c9392a9e889206458116691f1f183c749f14c Mon Sep 17 00:00:00 2001 From: jloeffler7 <102193043+jloeffler7@users.noreply.github.com> Date: Tue, 26 Jul 2022 00:00:56 -0400 Subject: [PATCH 07/11] Add encryption property to workspace update parameters (#19893) * Add encryption property to workspace update parameters Adding the ability for users to update CMK keyIdentifier property for workspace update. * Apply prettier changes Co-authored-by: Joshua Loeffler --- .../machineLearningServices.json | 28 +++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index 1a50ec24399b..2b0e1084c3de 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -2387,6 +2387,10 @@ "containerRegistry": { "description": "ARM id of the container registry associated with this workspace.", "type": "string" + }, + "encryption": { + "$ref": "#/definitions/EncryptionUpdateProperties", + "description": "The encryption settings of the workspace." } } }, @@ -4812,6 +4816,30 @@ } } }, + "EncryptionUpdateProperties": { + "properties": { + "keyVaultProperties": { + "$ref": "#/definitions/EncryptionKeyVaultUpdateProperties", + "description": "Customer Key vault properties." + } + }, + "required": [ + "keyVaultProperties" + ], + "type": "object" + }, + "EncryptionKeyVaultUpdateProperties": { + "properties": { + "keyIdentifier": { + "description": "Key Vault uri to access the encryption key.", + "type": "string" + } + }, + "required": [ + "keyIdentifier" + ], + "type": "object" + }, "CustomService": { "type": "object", "description": "Specifies the custom service configuration", From 7acda717f2e9bcef12b722b2fa55f06fee086658 Mon Sep 17 00:00:00 2001 From: erjms <90470932+erjms@users.noreply.github.com> Date: Tue, 26 Jul 2022 21:25:48 -0500 Subject: [PATCH 08/11] Add enum value to OutputDataDeliveryMode (#19964) --- .../preview/2022-06-01-preview/mfe.json | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json index ffb34281c516..f2151f9a8add 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json @@ -12668,7 +12668,8 @@ "description": "Output data delivery mode enums.", "enum": [ "ReadWriteMount", - "Upload" + "Upload", + "Direct" ], "type": "string", "x-ms-enum": { @@ -12680,6 +12681,9 @@ }, { "value": "Upload" + }, + { + "value": "Direct" } ] }, From 02199af563146b890c4cf892d0f5f4678683b257 Mon Sep 17 00:00:00 2001 From: XI JIN Date: Wed, 27 Jul 2022 22:38:30 -0700 Subject: [PATCH 09/11] add soft delete related properties (#19907) * add soft delete related properties * resolve lint diff issue that enum name duplicaton Co-authored-by: Xi Jin --- .../machineLearningServices.json | 22 ++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index 2b0e1084c3de..188ac0af3712 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -2212,10 +2212,11 @@ "Deleting", "Succeeded", "Failed", - "Canceled" + "Canceled", + "SoftDeleted" ], "x-ms-enum": { - "name": "ProvisioningState", + "name": "WorkspaceProvisioningState", "modelAsString": true }, "readOnly": true, @@ -2315,6 +2316,21 @@ "description": "Enabling v1_legacy_mode may prevent you from using features provided by the v2 API.", "default": false, "type": "boolean" + }, + "softDeleteEnabled": { + "description": "Whether to allow workspace soft deleting", + "default": false, + "type": "boolean" + }, + "softDeletedAt": { + "description": "The timestamp when the workspace was soft deleted", + "type": "string", + "readOnly": true + }, + "scheduledPurgeDate": { + "description": "The timestamp when the soft deleted workspace is going to be purged", + "type": "string", + "readOnly": true } } }, @@ -3282,7 +3298,7 @@ "Canceled" ], "x-ms-enum": { - "name": "ProvisioningState", + "name": "ComputeProvisioningState", "modelAsString": true }, "readOnly": true From a464a098c1e3e13168541557bad3aa3cdc90ba6d Mon Sep 17 00:00:00 2001 From: ZhidaLiu <86350902+ZhidaLiu@users.noreply.github.com> Date: Thu, 28 Jul 2022 10:50:36 -0700 Subject: [PATCH 10/11] Remove SoftDeleteEnabled. (#20005) --- .../preview/2022-06-01-preview/machineLearningServices.json | 5 ----- 1 file changed, 5 deletions(-) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json index 188ac0af3712..644235f3d180 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/machineLearningServices.json @@ -2317,11 +2317,6 @@ "default": false, "type": "boolean" }, - "softDeleteEnabled": { - "description": "Whether to allow workspace soft deleting", - "default": false, - "type": "boolean" - }, "softDeletedAt": { "description": "The timestamp when the workspace was soft deleted", "type": "string", From 39ebcde4bca26dc856705e6b892c7a7f0d22aea8 Mon Sep 17 00:00:00 2001 From: Teddy Todorov Date: Mon, 1 Aug 2022 22:45:14 -0400 Subject: [PATCH 11/11] reorder DeploymentResourceConfiguration Definition (#20057) --- .../preview/2022-06-01-preview/mfe.json | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json index f2151f9a8add..78facbb8d99b 100644 --- a/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json +++ b/specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2022-06-01-preview/mfe.json @@ -8469,6 +8469,15 @@ }, "additionalProperties": false }, + "DeploymentResourceConfiguration": { + "type": "object", + "allOf": [ + { + "$ref": "#/definitions/ResourceConfiguration" + } + ], + "additionalProperties": false + }, "DistributionConfiguration": { "description": "Base definition for job distribution configuration.", "required": [ @@ -10915,15 +10924,6 @@ }, "additionalProperties": false }, - "DeploymentResourceConfiguration": { - "type": "object", - "allOf": [ - { - "$ref": "#/definitions/ResourceConfiguration" - } - ], - "additionalProperties": false - }, "JobResourceConfiguration": { "type": "object", "allOf": [