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samples: updates samples to v1 (1 of 8) (#206)
* samples: updates samples to v1 * samples: adds NLP batch jobs * samples: update copyright, added some env vars * fix: test teardowns
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94 changes: 94 additions & 0 deletions
94
...m/snippets/src/main/java/aiplatform/CreateBatchPredictionJobTextClassificationSample.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,94 @@ | ||
| /* | ||
| * Copyright 2021 Google LLC | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
| * You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
|
|
||
| package aiplatform; | ||
|
|
||
| // [START aiplatform_create_batch_prediction_job_text_classification_sample] | ||
| import com.google.api.gax.rpc.ApiException; | ||
| import com.google.cloud.aiplatform.v1.BatchPredictionJob; | ||
| import com.google.cloud.aiplatform.v1.GcsDestination; | ||
| import com.google.cloud.aiplatform.v1.GcsSource; | ||
| import com.google.cloud.aiplatform.v1.JobServiceClient; | ||
| import com.google.cloud.aiplatform.v1.JobServiceSettings; | ||
| import com.google.cloud.aiplatform.v1.LocationName; | ||
| import com.google.cloud.aiplatform.v1.ModelName; | ||
| import java.io.IOException; | ||
|
|
||
| public class CreateBatchPredictionJobTextClassificationSample { | ||
|
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| public static void main(String[] args) throws IOException { | ||
| // TODO(developer): Replace these variables before running the sample. | ||
| String project = "PROJECT"; | ||
| String location = "us-central1"; | ||
| String displayName = "DISPLAY_NAME"; | ||
| String modelId = "MODEL_ID"; | ||
| String gcsSourceUri = "GCS_SOURCE_URI"; | ||
| String gcsDestinationOutputUriPrefix = "GCS_DESTINATION_OUTPUT_URI_PREFIX"; | ||
| createBatchPredictionJobTextClassificationSample( | ||
| project, location, displayName, modelId, gcsSourceUri, gcsDestinationOutputUriPrefix); | ||
| } | ||
|
|
||
| static void createBatchPredictionJobTextClassificationSample( | ||
| String project, | ||
| String location, | ||
| String displayName, | ||
| String modelId, | ||
| String gcsSourceUri, | ||
| String gcsDestinationOutputUriPrefix) | ||
| throws IOException { | ||
| // The AI Platform services require regional API endpoints. | ||
| JobServiceSettings settings = | ||
| JobServiceSettings.newBuilder() | ||
| .setEndpoint("us-central1-aiplatform.googleapis.com:443") | ||
| .build(); | ||
|
|
||
| // Initialize client that will be used to send requests. This client only needs to be created | ||
| // once, and can be reused for multiple requests. After completing all of your requests, call | ||
| // the "close" method on the client to safely clean up any remaining background resources. | ||
| try (JobServiceClient client = JobServiceClient.create(settings)) { | ||
| try { | ||
| String modelName = ModelName.of(project, location, modelId).toString(); | ||
| GcsSource gcsSource = GcsSource.newBuilder().addUris(gcsSourceUri).build(); | ||
| BatchPredictionJob.InputConfig inputConfig = | ||
| BatchPredictionJob.InputConfig.newBuilder() | ||
| .setInstancesFormat("jsonl") | ||
| .setGcsSource(gcsSource) | ||
| .build(); | ||
| GcsDestination gcsDestination = | ||
| GcsDestination.newBuilder().setOutputUriPrefix(gcsDestinationOutputUriPrefix).build(); | ||
| BatchPredictionJob.OutputConfig outputConfig = | ||
| BatchPredictionJob.OutputConfig.newBuilder() | ||
| .setPredictionsFormat("jsonl") | ||
| .setGcsDestination(gcsDestination) | ||
| .build(); | ||
| BatchPredictionJob batchPredictionJob = | ||
| BatchPredictionJob.newBuilder() | ||
| .setDisplayName(displayName) | ||
| .setModel(modelName) | ||
| .setInputConfig(inputConfig) | ||
| .setOutputConfig(outputConfig) | ||
| .build(); | ||
| LocationName parent = LocationName.of(project, location); | ||
| BatchPredictionJob response = client.createBatchPredictionJob(parent, batchPredictionJob); | ||
| System.out.format("response: %s\n", response); | ||
| } catch (ApiException ex) { | ||
| System.out.format("Exception: %s\n", ex.getLocalizedMessage()); | ||
| } | ||
| } | ||
| } | ||
| } | ||
|
|
||
| // [END aiplatform_create_batch_prediction_job_text_classification_sample] |
95 changes: 95 additions & 0 deletions
95
...snippets/src/main/java/aiplatform/CreateBatchPredictionJobTextEntityExtractionSample.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,95 @@ | ||
| /* | ||
| * Copyright 2021 Google LLC | ||
| * | ||
| * Licensed under the Apache License, Version 2.0 (the "License"); | ||
| * you may not use this file except in compliance with the License. | ||
| * You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
|
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||
| package aiplatform; | ||
|
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||
| // [START aiplatform_create_batch_prediction_job_text_entity_extraction_sample] | ||
| import com.google.api.gax.rpc.ApiException; | ||
| import com.google.cloud.aiplatform.v1.BatchPredictionJob; | ||
| import com.google.cloud.aiplatform.v1.GcsDestination; | ||
| import com.google.cloud.aiplatform.v1.GcsSource; | ||
| import com.google.cloud.aiplatform.v1.JobServiceClient; | ||
| import com.google.cloud.aiplatform.v1.JobServiceSettings; | ||
| import com.google.cloud.aiplatform.v1.LocationName; | ||
| import com.google.cloud.aiplatform.v1.ModelName; | ||
| import java.io.IOException; | ||
|
|
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| public class CreateBatchPredictionJobTextEntityExtractionSample { | ||
|
|
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| public static void main(String[] args) throws IOException { | ||
| // TODO(developer): Replace these variables before running the sample. | ||
| String project = "PROJECT"; | ||
| String location = "us-central1"; | ||
| String displayName = "DISPLAY_NAME"; | ||
| String modelId = "MODEL_ID"; | ||
| String gcsSourceUri = "GCS_SOURCE_URI"; | ||
| String gcsDestinationOutputUriPrefix = "GCS_DESTINATION_OUTPUT_URI_PREFIX"; | ||
| createBatchPredictionJobTextEntityExtractionSample( | ||
| project, location, displayName, modelId, gcsSourceUri, gcsDestinationOutputUriPrefix); | ||
| } | ||
|
|
||
| static void createBatchPredictionJobTextEntityExtractionSample( | ||
| String project, | ||
| String location, | ||
| String displayName, | ||
| String modelId, | ||
| String gcsSourceUri, | ||
| String gcsDestinationOutputUriPrefix) | ||
| throws IOException { | ||
| // The AI Platform services require regional API endpoints. | ||
| JobServiceSettings settings = | ||
| JobServiceSettings.newBuilder() | ||
| .setEndpoint("us-central1-aiplatform.googleapis.com:443") | ||
| .build(); | ||
|
|
||
| // Initialize client that will be used to send requests. This client only needs to be created | ||
| // once, and can be reused for multiple requests. After completing all of your requests, call | ||
| // the "close" method on the client to safely clean up any remaining background resources. | ||
| try (JobServiceClient client = JobServiceClient.create(settings)) { | ||
| try { | ||
| String modelName = ModelName.of(project, location, modelId).toString(); | ||
| GcsSource gcsSource = GcsSource.newBuilder().addUris(gcsSourceUri).build(); | ||
| BatchPredictionJob.InputConfig inputConfig = | ||
| BatchPredictionJob.InputConfig.newBuilder() | ||
| .setInstancesFormat("jsonl") | ||
| .setGcsSource(gcsSource) | ||
| .build(); | ||
| GcsDestination gcsDestination = | ||
| GcsDestination.newBuilder().setOutputUriPrefix(gcsDestinationOutputUriPrefix).build(); | ||
| BatchPredictionJob.OutputConfig outputConfig = | ||
| BatchPredictionJob.OutputConfig.newBuilder() | ||
| .setPredictionsFormat("jsonl") | ||
| .setGcsDestination(gcsDestination) | ||
| .build(); | ||
| BatchPredictionJob batchPredictionJob = | ||
| BatchPredictionJob.newBuilder() | ||
| .setDisplayName(displayName) | ||
| .setModel(modelName) | ||
| .setInputConfig(inputConfig) | ||
| .setOutputConfig(outputConfig) | ||
| .build(); | ||
| LocationName parent = LocationName.of(project, location); | ||
| BatchPredictionJob response = client.createBatchPredictionJob(parent, batchPredictionJob); | ||
| System.out.format("response: %s\n", response); | ||
| System.out.format("\tname:%s\n", response.getName()); | ||
| } catch (ApiException ex) { | ||
| System.out.format("Exception: %s\n", ex.getLocalizedMessage()); | ||
| } | ||
| } | ||
| } | ||
| } | ||
|
|
||
| // [END aiplatform_create_batch_prediction_job_text_entity_extraction_sample] |
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