fix for delete model group API throwing incorrect error when model index not created #1485

rbhavna · 2023-10-11T10:55:02Z

Description

fix for delete model group API throwing incorrect error when model index not created
Before deleting a model group, we are searching model index to check if there are any associated model versions in which case we do not delete the model group. But if index itself does not exit, it means there are no model versions indeed on the cluster and we can go ahead with deleting the model group

Issues Resolved

Check List

New functionality includes testing.
- All tests pass
New functionality has been documented.
- New functionality has javadoc added
Commits are signed per the DCO using --signoff

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…dex not created Signed-off-by: Bhavana Ramaram <[email protected]>

Signed-off-by: Bhavana Ramaram <[email protected]>

codecov · 2023-10-11T11:40:31Z

Codecov Report

Merging #1485 (e7040ef) into 2.9 (ea14d81) will increase coverage by 0.06%.
Report is 1 commits behind head on 2.9.
The diff coverage is 90.00%.

@@             Coverage Diff              @@
##                2.9    #1485      +/-   ##
============================================
+ Coverage     78.49%   78.55%   +0.06%     
- Complexity     2167     2171       +4     
============================================
  Files           168      168              
  Lines          8825     8827       +2     
  Branches        889      889              
============================================
+ Hits           6927     6934       +7     
+ Misses         1496     1491       -5     
  Partials        402      402

Flag	Coverage Δ
ml-commons	`78.55% <90.00%> (+0.06%)`	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files	Coverage Δ
...n/model_group/DeleteModelGroupTransportAction.java	`93.02% <90.00%> (+0.34%)`	⬆️

... and 2 files with indirect coverage changes

dhrubo-os · 2023-10-11T15:18:28Z

plugin/src/main/java/org/opensearch/ml/action/model_group/DeleteModelGroupTransportAction.java

                        } else {
                            throw new MLValidationException("Cannot delete the model group when it has associated model versions");
                        }

                    }, e -> {
                        if (e instanceof IndexNotFoundException) {
-                            wrappedListener.onFailure(new MLResourceNotFoundException("Fail to find model group"));
+                            deleteModelGroup(deleteRequest, modelGroupId, wrappedListener);


When index is not found why are we trying to delete the model again?

The index not found is the model version index. So here before deleting a model group, we are searching model index to check if there are any associated model versions in which case we do not delete the model group. But if index itself does not exit, it means there are no model versions indeed on the cluster and we can go ahead with deleting the model group

…dex not created (#1485) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd)

…dex not created (#1485) (#1486) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]>

…dex not created (#1485) (#1486) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681)

…dex not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com>

…dex not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com>

* fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

…dex not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 8352e69)

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 8352e69) Co-authored-by: Owais Kazi <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 6bff20d)

* Backport multiple PRs to main from 2.x (#1652) * fix parameter name in preprocess function; fix remote model function … (#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (#1443) (#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (#1472) (#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (#1479) (#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (#1477) (#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (#1482) (#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (#1485) (#1486) (#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (#1487) (#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (#1499) (#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (#1498) (#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> (cherry picked from commit 6bff20d) Co-authored-by: Owais Kazi <[email protected]>

…dex not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com>

* Backport multiple PRs to main from 2.x (opensearch-project#1652) * fix parameter name in preprocess function; fix remote model function … (opensearch-project#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (opensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (opensearch-project#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (opensearch-project#1472) (opensearch-project#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1477) (opensearch-project#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (opensearch-project#1482) (opensearch-project#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (opensearch-project#1487) (opensearch-project#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (opensearch-project#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Updated OpenSearch Lucene snapshot location Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

) * Backport multiple PRs to main from 2.x (opensearch-project#1652) * fix parameter name in preprocess function; fix remote model function … (opensearch-project#1362) * fix parameter name in preprocess function; fix remote model function name Signed-off-by: Yaliang Wu <[email protected]> * fix failed unit test Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * throw exception when model group not found during update request (opensearch-project#1447) Signed-off-by: Bhavana Ramaram <[email protected]> * add status code to model tensor (opensearch-project#1443) (opensearch-project#1453) Signed-off-by: Yaliang Wu <[email protected]> * register new versions to a model group based on the name provided (opensearch-project#1452) Signed-off-by: Bhavana Ramaram <[email protected]> * fixing metrics correlation algorithm (opensearch-project#1448) * fixing metrics correlation algorithm Signed-off-by: Dhrubo Saha <[email protected]> * if model version fails to register, update model group accordingly (opensearch-project#1463) * if model version fails to register, update model group accordingly Signed-off-by: Bhavana Ramaram <[email protected]> * Update Model API (opensearch-project#1350) * Update Model API POC Signed-off-by: Sicheng Song <[email protected]> * Using GetRequest to get model Signed-off-by: Sicheng Song <[email protected]> * Finalize model update API Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix compileTest Signed-off-by: Sicheng Song <[email protected]> * Add Unit Test Cases for Update Model API Signed-off-by: Sicheng Song <[email protected]> * Tune back test coverage thereshold Signed-off-by: Sicheng Song <[email protected]> * Add more unit tests on Update model API Signed-off-by: Sicheng Song <[email protected]> * Add unit test for TransportUpdateModelAction class Signed-off-by: Sicheng Song <[email protected]> * Fix a test error Signed-off-by: Sicheng Song <[email protected]> * Change exception thrown to failure response Signed-off-by: Sicheng Song <[email protected]> * Move the function judgement to the outter block Signed-off-by: Sicheng Song <[email protected]> * Check if model is undeployed before update model Signed-off-by: Sicheng Song <[email protected]> * Add more unit test for update model API Signed-off-by: Sicheng Song <[email protected]> * Fix unit test due to blocking java 11 CI workflow Signed-off-by: Sicheng Song <[email protected]> * Enabling auto bumping model version during registering to a new model group and address reviewers' other concern Signed-off-by: Sicheng Song <[email protected]> * Autobump new model groups' latest version when register to a new model Signed-off-by: Sicheng Song <[email protected]> * Change the REST API method from POST to PUT Signed-off-by: Sicheng Song <[email protected]> * Change the update REST API endpoint Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * Add a setting to control the update connector API (opensearch-project#1465) * Add a setting to control the update connector API Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in unit test Signed-off-by: Sicheng Song <[email protected]> * Enabling the update connnector setting in corresponding unit test Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * fix update connector API (opensearch-project#1484) * fix update connector API Signed-off-by: Yaliang Wu <[email protected]> * Performance enhacement for predict action by caching model info (opensearch-project#1472) (opensearch-project#1508) * Performance enhacement for predict action by caching model info Signed-off-by: zane-neo <[email protected]> * Add context.restore() to avoid missing info Signed-off-by: zane-neo <[email protected]> --------- Signed-off-by: zane-neo <[email protected]> (cherry picked from commit a985f6e) Co-authored-by: zane-neo <[email protected]> * fix failed ut from PR 1472 (opensearch-project#1479) (opensearch-project#1510) * fix failed ut from PR 1472 Signed-off-by: Yaliang Wu <[email protected]> * exclude class for low coverage Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit da5d829) Co-authored-by: Yaliang Wu <[email protected]> * [Backport to 2.11] throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1477) (opensearch-project#1509) * throw exception if remote model doesn't return 2xx status code; fix p… (opensearch-project#1473) * throw exception if remote model doesn't return 2xx status code; fix predict runner Signed-off-by: Yaliang Wu <[email protected]> * fix kmeans model deploy bug Signed-off-by: Yaliang Wu <[email protected]> * support multiple docs for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * fix ut Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> * fix wrong class Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 201c8a8) Co-authored-by: Yaliang Wu <[email protected]> * fix no worker node exception for remote embedding model (opensearch-project#1482) (opensearch-project#1511) * fix no worker node exception for remote embedding model Signed-off-by: Yaliang Wu <[email protected]> * only add model info to cache if model cache exist Signed-off-by: Yaliang Wu <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 6f83b9f) Co-authored-by: Yaliang Wu <[email protected]> * fix for delete model group API throwing incorrect error when model index not created (opensearch-project#1485) (opensearch-project#1486) (opensearch-project#1512) * fix for delete model group API throwing incorrect error when model index not created Signed-off-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 60ef0fd) Co-authored-by: Bhavana Ramaram <[email protected]> (cherry picked from commit 5544681) Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> * fix no worker node error on multi-node cluster (opensearch-project#1487) (opensearch-project#1513) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit cea1cd6) Co-authored-by: Yaliang Wu <[email protected]> * add prefix to show the error is from remote service (opensearch-project#1499) (opensearch-project#1515) Signed-off-by: Yaliang Wu <[email protected]> (cherry picked from commit 3897ad1) Co-authored-by: Yaliang Wu <[email protected]> * fix multiple docs support (opensearch-project#1516) Signed-off-by: Yaliang Wu <[email protected]> * adding another fix issue to the release note (opensearch-project#1498) (opensearch-project#1514) Signed-off-by: Dhrubo Saha <[email protected]> (cherry picked from commit 440155c) Co-authored-by: Dhrubo Saha <[email protected]> * add bedrockURL to trusted connector regex list (opensearch-project#1461) Signed-off-by: Bhavana Ramaram <[email protected]> * return parsing exception 400 for parsing errors Signed-off-by: Xun Zhang <[email protected]> * add more ut in restupdateconnector Signed-off-by: Xun Zhang <[email protected]> * fix format violations Signed-off-by: Bhavana Ramaram <[email protected]> * Fix model/connector update API to address security concern (opensearch-project#1595) * Fix model/connector update API to address appsec concern Signed-off-by: Sicheng Song <[email protected]> * Fix compile and build failure Signed-off-by: Sicheng Song <[email protected]> * Improve unit test coverage Signed-off-by: Sicheng Song <[email protected]> * Fix spotless Signed-off-by: Sicheng Song <[email protected]> * Merge update connector feature flag to remote inference feature flag Signed-off-by: Sicheng Song <[email protected]> * Fix compile Signed-off-by: Sicheng Song <[email protected]> * Fix exception status Signed-off-by: Sicheng Song <[email protected]> * Keep fixing exception status Signed-off-by: Sicheng Song <[email protected]> * Spotless fix Signed-off-by: Sicheng Song <[email protected]> * Add UT on parsing exception Signed-off-by: Sicheng Song <[email protected]> --------- Signed-off-by: Sicheng Song <[email protected]> * change XContentFactory to MediaTypeRegistry builder in MLRegisterModelInputTest class Signed-off-by: Bhavana Ramaram <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]> * Allow model setting to transport from rest Signed-off-by: Owais Kazi <[email protected]> * Added test Signed-off-by: Owais Kazi <[email protected]> * Fixed integ test Signed-off-by: Owais Kazi <[email protected]> --------- Signed-off-by: Yaliang Wu <[email protected]> Signed-off-by: Bhavana Ramaram <[email protected]> Signed-off-by: Dhrubo Saha <[email protected]> Signed-off-by: Sicheng Song <[email protected]> Signed-off-by: Xun Zhang <[email protected]> Signed-off-by: Owais Kazi <[email protected]> Co-authored-by: Bhavana Ramaram <[email protected]> Co-authored-by: Yaliang Wu <[email protected]> Co-authored-by: Dhrubo Saha <[email protected]> Co-authored-by: Sicheng Song <[email protected]> Co-authored-by: opensearch-trigger-bot[bot] <98922864+opensearch-trigger-bot[bot]@users.noreply.github.com> Co-authored-by: zane-neo <[email protected]> Co-authored-by: Xun Zhang <[email protected]>

fix for delete model group API throwing incorrect error when model in…

339103a

…dex not created Signed-off-by: Bhavana Ramaram <[email protected]>

rbhavna had a problem deploying to ml-commons-cicd-env October 11, 2023 10:55 — with GitHub Actions Failure

rbhavna had a problem deploying to ml-commons-cicd-env October 11, 2023 10:55 — with GitHub Actions Error

fix format violations

e7040ef

Signed-off-by: Bhavana Ramaram <[email protected]>

rbhavna temporarily deployed to ml-commons-cicd-env October 11, 2023 11:22 — with GitHub Actions Inactive

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rbhavna merged commit 60ef0fd into opensearch-project:2.9 Oct 11, 2023
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[Backport 2.11] fix for delete model group API throwing incorrect error when model index not created #1486

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rbhavna mentioned this pull request Nov 16, 2023

Backport multiple PRs to main from 2.x #1652

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rbhavna mentioned this pull request Nov 20, 2023

Backport multiple PRs to main from 2.x #1663

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fix for delete model group API throwing incorrect error when model index not created #1485

fix for delete model group API throwing incorrect error when model index not created #1485

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rbhavna Oct 11, 2023

fix for delete model group API throwing incorrect error when model index not created #1485

fix for delete model group API throwing incorrect error when model index not created #1485

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