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chore(main): release 1.56.0 (#3938)
Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
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.release-please-manifest.json

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{
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".": "1.56.0"
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CHANGELOG.md

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# Changelog
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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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### Features
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* Add `retry_timeout` to EvalTask in `vertexai.preview.evaluation` ([4d9ee9d](https://github.com/googleapis/python-aiplatform/commit/4d9ee9dc6c046fd71e2f3176981a2a108fbbaeeb))
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* Add hybrid query example to vector search sample. ([510da5e](https://github.com/googleapis/python-aiplatform/commit/510da5ef3bcaa507288571fc7e066f578fde329f))
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* Add metric classes for 2 pairwise metrics for rapid evaluation SDK. ([831c8e4](https://github.com/googleapis/python-aiplatform/commit/831c8e45ee88f70efcdaba7dfed1856837074357))
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* Add pipeline_job_name to allow PipelineJob.get(pipeline_job_name) ([32e3b22](https://github.com/googleapis/python-aiplatform/commit/32e3b22993a83414ee60e52b0c95bd8b63543787))
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* Add sample code show how to create an optimized private online store in Vertex AI Feature Store. ([e352175](https://github.com/googleapis/python-aiplatform/commit/e3521751ecb79d5f711658c39d2dd5b204c191c5))
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* GenAI - Context Caching - add get() classmethod and refresh() instance method ([6be874a](https://github.com/googleapis/python-aiplatform/commit/6be874a7c6c43b7acbf5926e38e56d2ab367f5a1))
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* GenAI - Context Caching - also print model_name and expire_time. ([d548c11](https://github.com/googleapis/python-aiplatform/commit/d548c1128d8b6abc7ed8007436bc868a688fcace))
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* GenAI - Tuning - Added support for CMEK ([eb651bc](https://github.com/googleapis/python-aiplatform/commit/eb651bc2ed60ba12d88998115470c12d858892ef))
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### Bug Fixes
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* Do not reset aiplatform.Experiment or aiplatform.ExperimentRun unnecessarily when running tensorboard uploader. ([28a091a](https://github.com/googleapis/python-aiplatform/commit/28a091ab609ae3c086bb35ee4901c61108a4e75e))
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### Documentation
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* Update the documentation for the `time_series_dataset` and `video_dataset` classes ([d5dc7b5](https://github.com/googleapis/python-aiplatform/commit/d5dc7b5697eb4c7e86ec9e108454a30c8c7028d7))
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## [1.55.0](https://github.com/googleapis/python-aiplatform/compare/v1.54.1...v1.55.0) (2024-06-12)
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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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#
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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/instance/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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#
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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/instance_v1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/params/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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#
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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/params_v1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/predict/prediction/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

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

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# See the License for the specific language governing permissions and
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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/trainingjob/definition/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1/schema/trainingjob/definition_v1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/instance/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/instance_v1beta1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/params/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/params_v1beta1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/v1beta1/schema/predict/prediction/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

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

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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

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

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# See the License for the specific language governing permissions and
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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

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

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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform/version.py

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google/cloud/aiplatform_v1/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__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

google/cloud/aiplatform_v1beta1/gapic_version.py

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__version__ = "1.55.0" # {x-release-please-version}
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__version__ = "1.56.0" # {x-release-please-version}

pypi/_vertex_ai_placeholder/version.py

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

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

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"version": "1.56.0"
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"snippets": [
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{

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