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chore(main): release 1.57.0 (#3966)
Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yvonne Yu <[email protected]>
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‎.release-please-manifest.json

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{
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‎CHANGELOG.md

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# Changelog
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## [1.57.0](https://github.com/googleapis/python-aiplatform/compare/v1.56.0...v1.57.0) (2024-06-26)
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### Features
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* Add _ModelBasedMetric base class to `vertexai.preview.evaluation.metrics` and allow metric spec customization ([536f1d5](https://github.com/googleapis/python-aiplatform/commit/536f1d5bfc0e03acaf48097446e6b3c9577961c7))
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* Add `_AutomaticMetric` type and support customizing metric spec for automatic pointwise metrics. Add `Rouge` metric to `vertexai.preview.evaluation.metrics` ([f6b6dee](https://github.com/googleapis/python-aiplatform/commit/f6b6deed2a3973ed684898d30e209af4291b8f3a))
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* Add 12 model-based pointwise metric classes to `vertexai.preview.evaluation.metrics` ([4742a87](https://github.com/googleapis/python-aiplatform/commit/4742a879c8f61c4798194a32243cf9a666477a02))
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* Add display tuning job button for Ipython environments when starting a new job ([b1e9a6c](https://github.com/googleapis/python-aiplatform/commit/b1e9a6c3bdce42278f3c868667a652e8867d393e))
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* Add encryption_spec to TuningJob ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add enum value MALFORMED_FUNCTION_CALL to `.google.cloud.aiplatform.v1beta1.content.Candidate.FinishReason` ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add fields grounding_chunks and grounding_supports to GroundingMetadata ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add MALFORMED_FUNCTION_CALL to FinishReason ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add preflight_validations to PipelineJob ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add streamRawPredict rpc to prediction service ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Add support for hybrid queries for private endpoint in Matching Engine Index Endpoint. ([ce65eab](https://github.com/googleapis/python-aiplatform/commit/ce65eab2fd41aee06b378daa4ebd4dd7b53e1fca))
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* Add text field in Segment ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Change the icon for the model evaluation link to a lightbulb for ipython environments ([7dad7f0](https://github.com/googleapis/python-aiplatform/commit/7dad7f036b6c686379771c76314cae2585e384d8))
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* Endpoint.direct_predict ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.direct_predict_async ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.direct_raw_predict ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.direct_raw_predict_async ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.stream_direct_predict ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.stream_direct_raw_predict ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Endpoint.stream_raw_predict ([9351e1a](https://github.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad))
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* Expose new text embedding tuning parameters in GA namespace. ([249a5fa](https://github.com/googleapis/python-aiplatform/commit/249a5fa901a2f7572698892eac7fdc7dc6ca0ad7))
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* GenAI - Batch Prediction - Added support for tuned GenAI models ([a90ee8d](https://github.com/googleapis/python-aiplatform/commit/a90ee8da161f95aa489aa4f09309a3fa34320a4c))
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* Mark default profile run as complete when calling end_upload_tb_log ([6397f30](https://github.com/googleapis/python-aiplatform/commit/6397f3069cd164f5fb1423f9c73c5e1f6ae30714))
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* Sample code for Vertex AI Feature Store ([2c28b4e](https://github.com/googleapis/python-aiplatform/commit/2c28b4eb8184d251bf612bd77f614e9b58e3ba6a))
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* Sample code for Vertex AI Feature Store ([2fbf5a5](https://github.com/googleapis/python-aiplatform/commit/2fbf5a5704612d3f87e157e9ebeb8f6583386a06))
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* Tokenization - Added count_tokens support for local tokenization ([a8a4c30](https://github.com/googleapis/python-aiplatform/commit/a8a4c30e492513708d1dd1e3e0dbd67a3918e172))
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* Update rich html Ray on Vertex Client Context widget ([380c9d9](https://github.com/googleapis/python-aiplatform/commit/380c9d973480961c82ad22b4b298ce31c965272b))
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### Bug Fixes
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* `FeatureGroup.create()` - remove unused entity id column param ([c46f3e9](https://github.com/googleapis/python-aiplatform/commit/c46f3e9240eb34cf3f38fe73356d893c96edabde))
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* Fix bug where retry_timeout does not work with evaluation with experiments ([a31ac4d](https://github.com/googleapis/python-aiplatform/commit/a31ac4da5de5bace03aeb531bea372953c66ac0c))
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* Use default run_name in Tensorboard uploader for direct directory upload. ([78a92a1](https://github.com/googleapis/python-aiplatform/commit/78a92a1bad2bd4d75b85debfd401e122afa0dc11))
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### Documentation
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* A comment for field `distibution` in message `.google.cloud.aiplatform.v1beta1.model_monitoring_stats.ModelMonitoringStatsDataPoint` is changed. ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* A comment for field `name` in message `.google.cloud.aiplatform.v1beta1.cached_content.CachedContent` is changed ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* A comment for field `source` in message `.google.cloud.aiplatform.v1beta1.tool.Retrieval` is added. ([5a6ce78](https://github.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851))
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* Update the documentation for the `time_series_dataset` and `video_dataset` classes ([2cf4cb9](https://github.com/googleapis/python-aiplatform/commit/2cf4cb905236cd42d9c351aff26564504ed4b72e))
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## [1.56.0](https://github.com/googleapis/python-aiplatform/compare/v1.55.0...v1.56.0) (2024-06-18)
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‎google/cloud/aiplatform/gapic_version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "1.56.0" # {x-release-please-version}
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__version__ = "1.57.0" # {x-release-please-version}

‎google/cloud/aiplatform/v1/schema/predict/instance/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/predict/instance_v1/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/predict/params/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/predict/params_v1/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/predict/prediction/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/predict/prediction_v1/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/trainingjob/definition/gapic_version.py

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‎google/cloud/aiplatform/v1/schema/trainingjob/definition_v1/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/instance/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/instance_v1beta1/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/params/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/params_v1beta1/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/prediction/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/predict/prediction_v1beta1/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/trainingjob/definition/gapic_version.py

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‎google/cloud/aiplatform/v1beta1/schema/trainingjob/definition_v1beta1/gapic_version.py

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‎google/cloud/aiplatform/version.py

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‎google/cloud/aiplatform_v1/gapic_version.py

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‎google/cloud/aiplatform_v1beta1/gapic_version.py

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‎pypi/_vertex_ai_placeholder/version.py

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‎samples/generated_samples/snippet_metadata_google.cloud.aiplatform.v1.json

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‎samples/generated_samples/snippet_metadata_google.cloud.aiplatform.v1beta1.json

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