forking-renovate[bot]
commented
3 days ago Edited/Blocked Notification
Renovate will not automatically rebase this PR, because it does not recognize the last commit author and assumes somebody else may have edited the PR.
You can manually request rebase by checking the rebase/retry box above.
⚠️ Warning: custom changes will be lost.
This PR contains the following updates:
==1.47.0->==1.57.0==1.56.0->==1.57.0Release Notes
googleapis/python-aiplatform (google-cloud-aiplatform)
### [`v1.57.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1570-2024-06-26) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.56.0...v1.57.0) ##### Features - Add \_ModelBasedMetric base class to `vertexai.preview.evaluation.metrics` and allow metric spec customization ([536f1d5](https://togithub.com/googleapis/python-aiplatform/commit/536f1d5bfc0e03acaf48097446e6b3c9577961c7)) - Add `_AutomaticMetric` type and support customizing metric spec for automatic pointwise metrics. Add `Rouge` metric to `vertexai.preview.evaluation.metrics` ([f6b6dee](https://togithub.com/googleapis/python-aiplatform/commit/f6b6deed2a3973ed684898d30e209af4291b8f3a)) - Add 12 model-based pointwise metric classes to `vertexai.preview.evaluation.metrics` ([4742a87](https://togithub.com/googleapis/python-aiplatform/commit/4742a879c8f61c4798194a32243cf9a666477a02)) - Add display tuning job button for Ipython environments when starting a new job ([b1e9a6c](https://togithub.com/googleapis/python-aiplatform/commit/b1e9a6c3bdce42278f3c868667a652e8867d393e)) - Add encryption_spec to TuningJob ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add enum value MALFORMED_FUNCTION_CALL to `.google.cloud.aiplatform.v1beta1.content.Candidate.FinishReason` ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add fields grounding_chunks and grounding_supports to GroundingMetadata ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add MALFORMED_FUNCTION_CALL to FinishReason ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add preflight_validations to PipelineJob ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add streamRawPredict rpc to prediction service ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Add support for hybrid queries for private endpoint in Matching Engine Index Endpoint. ([ce65eab](https://togithub.com/googleapis/python-aiplatform/commit/ce65eab2fd41aee06b378daa4ebd4dd7b53e1fca)) - Add text field in Segment ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Change the icon for the model evaluation link to a lightbulb for ipython environments ([7dad7f0](https://togithub.com/googleapis/python-aiplatform/commit/7dad7f036b6c686379771c76314cae2585e384d8)) - Endpoint.direct_predict ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.direct_predict_async ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.direct_raw_predict ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.direct_raw_predict_async ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.stream_direct_predict ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.stream_direct_raw_predict ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Endpoint.stream_raw_predict ([9351e1a](https://togithub.com/googleapis/python-aiplatform/commit/9351e1ac51a0dd5dc0739676b9790e3e202529ad)) - Expose new text embedding tuning parameters in GA namespace. ([249a5fa](https://togithub.com/googleapis/python-aiplatform/commit/249a5fa901a2f7572698892eac7fdc7dc6ca0ad7)) - GenAI - Batch Prediction - Added support for tuned GenAI models ([a90ee8d](https://togithub.com/googleapis/python-aiplatform/commit/a90ee8da161f95aa489aa4f09309a3fa34320a4c)) - Mark default profile run as complete when calling end_upload_tb_log ([6397f30](https://togithub.com/googleapis/python-aiplatform/commit/6397f3069cd164f5fb1423f9c73c5e1f6ae30714)) - Sample code for Vertex AI Feature Store ([2c28b4e](https://togithub.com/googleapis/python-aiplatform/commit/2c28b4eb8184d251bf612bd77f614e9b58e3ba6a)) - Sample code for Vertex AI Feature Store ([2fbf5a5](https://togithub.com/googleapis/python-aiplatform/commit/2fbf5a5704612d3f87e157e9ebeb8f6583386a06)) - Tokenization - Added count_tokens support for local tokenization ([a8a4c30](https://togithub.com/googleapis/python-aiplatform/commit/a8a4c30e492513708d1dd1e3e0dbd67a3918e172)) - Update rich html Ray on Vertex Client Context widget ([380c9d9](https://togithub.com/googleapis/python-aiplatform/commit/380c9d973480961c82ad22b4b298ce31c965272b)) ##### Bug Fixes - `FeatureGroup.create()` - remove unused entity id column param ([c46f3e9](https://togithub.com/googleapis/python-aiplatform/commit/c46f3e9240eb34cf3f38fe73356d893c96edabde)) - Fix bug where retry_timeout does not work with evaluation with experiments ([a31ac4d](https://togithub.com/googleapis/python-aiplatform/commit/a31ac4da5de5bace03aeb531bea372953c66ac0c)) - Use default run_name in Tensorboard uploader for direct directory upload. ([78a92a1](https://togithub.com/googleapis/python-aiplatform/commit/78a92a1bad2bd4d75b85debfd401e122afa0dc11)) ##### Documentation - A comment for field `distibution` in message `.google.cloud.aiplatform.v1beta1.model_monitoring_stats.ModelMonitoringStatsDataPoint` is changed. ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - A comment for field `name` in message `.google.cloud.aiplatform.v1beta1.cached_content.CachedContent` is changed ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - A comment for field `source` in message `.google.cloud.aiplatform.v1beta1.tool.Retrieval` is added. ([5a6ce78](https://togithub.com/googleapis/python-aiplatform/commit/5a6ce7817e11c32fb138e1ba51825a18a12f8851)) - Update the documentation for the `time_series_dataset` and `video_dataset` classes ([2cf4cb9](https://togithub.com/googleapis/python-aiplatform/commit/2cf4cb905236cd42d9c351aff26564504ed4b72e)) ### [`v1.56.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1560-2024-06-18) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.55.0...v1.56.0) ##### Features - Add `retry_timeout` to EvalTask in `vertexai.preview.evaluation` ([4d9ee9d](https://togithub.com/googleapis/python-aiplatform/commit/4d9ee9dc6c046fd71e2f3176981a2a108fbbaeeb)) - Add hybrid query example to vector search sample. ([510da5e](https://togithub.com/googleapis/python-aiplatform/commit/510da5ef3bcaa507288571fc7e066f578fde329f)) - Add metric classes for 2 pairwise metrics for rapid evaluation SDK. ([831c8e4](https://togithub.com/googleapis/python-aiplatform/commit/831c8e45ee88f70efcdaba7dfed1856837074357)) - Add pipeline_job_name to allow PipelineJob.get(pipeline_job_name) ([32e3b22](https://togithub.com/googleapis/python-aiplatform/commit/32e3b22993a83414ee60e52b0c95bd8b63543787)) - Add sample code show how to create an optimized private online store in Vertex AI Feature Store. ([e352175](https://togithub.com/googleapis/python-aiplatform/commit/e3521751ecb79d5f711658c39d2dd5b204c191c5)) - GenAI - Context Caching - add get() classmethod and refresh() instance method ([6be874a](https://togithub.com/googleapis/python-aiplatform/commit/6be874a7c6c43b7acbf5926e38e56d2ab367f5a1)) - GenAI - Context Caching - also print model_name and expire_time. ([d548c11](https://togithub.com/googleapis/python-aiplatform/commit/d548c1128d8b6abc7ed8007436bc868a688fcace)) - GenAI - Tuning - Added support for CMEK ([eb651bc](https://togithub.com/googleapis/python-aiplatform/commit/eb651bc2ed60ba12d88998115470c12d858892ef)) ##### Bug Fixes - Do not reset aiplatform.Experiment or aiplatform.ExperimentRun unnecessarily when running tensorboard uploader. ([28a091a](https://togithub.com/googleapis/python-aiplatform/commit/28a091ab609ae3c086bb35ee4901c61108a4e75e)) ##### Documentation - Update the documentation for the `time_series_dataset` and `video_dataset` classes ([d5dc7b5](https://togithub.com/googleapis/python-aiplatform/commit/d5dc7b5697eb4c7e86ec9e108454a30c8c7028d7)) ### [`v1.55.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1550-2024-06-12) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.54.1...v1.55.0) ##### Features - view model evaluations when AustoSxS pipeline completes ([17c59c4c2](https://togithub.com/googleapis/python-aiplatform/commit/17c59c4c2)) - Add support for user-configurable 1P embedding models and quota for RAG ([8b3beb666](https://togithub.com/googleapis/python-aiplatform/commit/8b3beb666)) - Add Webpage Browser Extension to Vertex AI Extension SDK ([c222f4bdb](https://togithub.com/googleapis/python-aiplatform/commit/c222f4bdb)) - Add enable_tracing to LangchainAgent. ([cad035cb3](https://togithub.com/googleapis/python-aiplatform/commit/cad035cb3)) - Implement multithreaded batch inference in Rapid Evaluation SDK for performance improvement ([3c6d1732b](https://togithub.com/googleapis/python-aiplatform/commit/3c6d1732b)) ##### Bug Fixes - support VPC and BYOSA case in Ray on Vertex JobSubmissionClient using cluster resource name ([662d039c9](https://togithub.com/googleapis/python-aiplatform/commit/662d039c9)) - Include tensorboard profiler requirements when installing google-cloud-aiplatform\[tensorboard] ([4f1b5593b](https://togithub.com/googleapis/python-aiplatform/commit/4f1b5593b)) - fix numerical NaN experiment run logging error in EvalTask. ([641faec0b](https://togithub.com/googleapis/python-aiplatform/commit/641faec0b)) - Generate uuid run_name when run_name_prefix is not specified. ([4e2d87f9a](https://togithub.com/googleapis/python-aiplatform/commit/4e2d87f9a)) ##### Documentation - Update the documentation for the `image_dataset` class ([583cb9313](https://togithub.com/googleapis/python-aiplatform/commit/583cb9313)) - Include imports in experiment_tracking samples directly in cloud.google.com snippets. ([3ffb6cba7](https://togithub.com/googleapis/python-aiplatform/commit/3ffb6cba7)) ### [`v1.54.1`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1541-2024-06-07) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.54.0...v1.54.1) ##### Bug Fixes - \_append_tool_name list index out of range ([#3914](https://togithub.com/googleapis/python-aiplatform/issues/3914)) ([323c2f5](https://togithub.com/googleapis/python-aiplatform/commit/323c2f5b4a63451c8bb3ef1eb5457cc674c4f56f)) ### [`v1.54.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1540-2024-06-06) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.53.0...v1.54.0) ##### BREAKING CHANGES - Remove Vertex SDK data science package ([ec4ec8f](https://togithub.com/googleapis/python-aiplatform/commit/ec4ec8f1214b3da12728c30a002b7f4632f4a90e)) ##### Features - Add display experiment run button for Ipython environments ([ba65828](https://togithub.com/googleapis/python-aiplatform/commit/ba6582856b1d7f9a6ac8f90a3fa5ea6723ac64ab)) - Add hybrid search for public find_neighbors() call. ([9d35617](https://togithub.com/googleapis/python-aiplatform/commit/9d3561738d577129cb222417bf208166825d8043)) - Enable Ray Job submission without VPC peering ([37875b5](https://togithub.com/googleapis/python-aiplatform/commit/37875b507f25c31ac4a84e4fefe3cbba565682e3)) - GenAI - Allowed callable functions to return values directly in Automatic Function Calling ([768af67](https://togithub.com/googleapis/python-aiplatform/commit/768af6772ade2b67b90a05ae3db95039a3f2786d)) - GenAI - Release ToolConfig to GA ([bc8b14a](https://togithub.com/googleapis/python-aiplatform/commit/bc8b14a7c9c632721db9166dc9b63eec17d31afd)) - Sample code for Vertex AI Feature Store ([6c14e8b](https://togithub.com/googleapis/python-aiplatform/commit/6c14e8b31bd950ac4f4a862b4e62ead42fe30463)) - Support VertexTool in langchain template. ([28a3c56](https://togithub.com/googleapis/python-aiplatform/commit/28a3c56fdcfa4fab819e8f79d235f6576febdfce)) ##### Bug Fixes - Allow non-lro delete method ([c23c0ad](https://togithub.com/googleapis/python-aiplatform/commit/c23c0ada07146f0e5ce6a787c8255313f7c4a06c)) - Deep copy dataset before passing it to evaluation ([019b610](https://togithub.com/googleapis/python-aiplatform/commit/019b6102c2dc98550592cde0adfbb4958faddbef)) - Ensure model starts with publishers/ when users provide resource path from models/ ([d689331](https://togithub.com/googleapis/python-aiplatform/commit/d689331af5172cdfe7428333536954e8339f8ab4)) - Fix failed unit tests due to google-cloud-storage upgrade. ([945b9e4](https://togithub.com/googleapis/python-aiplatform/commit/945b9e4835149111cd33beaee4301f3d8f05f59d)) - Generalize RAG files import from Google Drive ([88c6a6a](https://togithub.com/googleapis/python-aiplatform/commit/88c6a6a4f11285d429c3777f59101e53e4672185)) - Set upper bound of setuptools to unbreak public Colab for using vertex_ray namespace ([6cc45bb](https://togithub.com/googleapis/python-aiplatform/commit/6cc45bbbea154d087c1dfe4756d4e15f21b1d844)) ### [`v1.53.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1530-2024-05-30) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.52.0...v1.53.0) ##### Features - Add a `cloneable` protocol for Reasoning Engine. ([8960a80](https://togithub.com/googleapis/python-aiplatform/commit/8960a8022dc7556413a83786fc14e25e91df8362)) - Add labels parameter to the supervised tuning train method ([f7c5567](https://togithub.com/googleapis/python-aiplatform/commit/f7c5567b6e44895033cf52e6f80a1bb55fb5f647)) - Added reboot command for PersistentResource ([7785f8c](https://togithub.com/googleapis/python-aiplatform/commit/7785f8c327ee17da4827840396c49063b8e6d18f)) - Added the new `GenerationConfig.response_schema` field ([#3772](https://togithub.com/googleapis/python-aiplatform/issues/3772)) ([5436d88](https://togithub.com/googleapis/python-aiplatform/commit/5436d88bf8d6c9b6a9df5a496afdc25106463d30)) - Enable Tensorboard profile plugin in all regions by default. ([8a4a41a](https://togithub.com/googleapis/python-aiplatform/commit/8a4a41afe47aaff2f69a73e5011b34bcba5cd2e9)) - GenAI - Added the `response_schema` parameter to the `GenerationConfig` class ([b5e2c02](https://togithub.com/googleapis/python-aiplatform/commit/b5e2c0204070e5f7fb695d39c7e5d23f937dbffd)) - LLM - Added the `seed` parameter to the `TextGenerationModel`'s `predict` methods ([cb2f4aa](https://togithub.com/googleapis/python-aiplatform/commit/cb2f4aa021af05c90e54c5e41c1c91f9d8bf13b8)) ##### Bug Fixes - Create run_name when run_name_prefix is not specified for Tensorboard uploader. ([ac17d87](https://togithub.com/googleapis/python-aiplatform/commit/ac17d876074f3fb51ab6c04beff0d3985df54633)) - GenAI - Tuning - Supervised - Fix `adapter_size` parameter handling to match enum values. ([1cc22c3](https://togithub.com/googleapis/python-aiplatform/commit/1cc22c3c3561f7c6374d32fafd45839256064958)) - Model Monitor console uri. ([71fbc81](https://togithub.com/googleapis/python-aiplatform/commit/71fbc81df8fa0d7c863233abc3ed6d40666c1623)) ### [`v1.52.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1520-2024-05-21) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.51.0...v1.52.0) ##### Features - Add FeatureGroup delete ([f9011e0](https://togithub.com/googleapis/python-aiplatform/commit/f9011e0b1b4ea8470849ecdd5ba9e086c73b778b)) - Add support for ToolConfig in the LangChain template ([9bda328](https://togithub.com/googleapis/python-aiplatform/commit/9bda3288b59eb52c18a13c292561cb2c720ff331)) - Create Vertex Experiment when uploading Tensorboard logs ([339f8b6](https://togithub.com/googleapis/python-aiplatform/commit/339f8b667952c7302c36605842ba92fa1c7135b8)) - GenAI - Add BatchPredictionJob for GenAI models ([df4a4f2](https://togithub.com/googleapis/python-aiplatform/commit/df4a4f2745178a6458bb6dc1f124c8ee60e986c1)) - GenAI - Add cancel, delete, list methods in BatchPredictionJob ([7ff8071](https://togithub.com/googleapis/python-aiplatform/commit/7ff80714c2ec55330d5d6a0075366f8f700128af)) - GenAI - Added the `BatchPredictionJob.submit` method ([4d091c6](https://togithub.com/googleapis/python-aiplatform/commit/4d091c68b17b3c1b4a912aa38d3a098fdc21238d)) - Private Endpoints - Added private service connect support to prediction endpoint. ([6bdcfb3](https://togithub.com/googleapis/python-aiplatform/commit/6bdcfb3c0c6b121d5fbfcdad9dd218a1ddfc3e0d)) ##### Bug Fixes - Add validation for evaluation dataset fields, update logging info for eval api request count ([d6ef500](https://togithub.com/googleapis/python-aiplatform/commit/d6ef50080f3b2b923ba0fb89eb0a8daebf8f68d4)) - Fix feature attribution drift visualization for model monitoring SDK ([710f33d](https://togithub.com/googleapis/python-aiplatform/commit/710f33d87e242a283e8fbe5327ba9fa781d0d8fc)) - Fix the default value of response_column_name in EvalTask.evaluate() ([98f9b35](https://togithub.com/googleapis/python-aiplatform/commit/98f9b35ccde7dad7f3e6b9e259a201ee2784d15e)) - Update get_experiment_df to pass Experiment and allow empty metrics. ([de5d0f3](https://togithub.com/googleapis/python-aiplatform/commit/de5d0f3a17a77cbc70ada480768d9209c7b02828)) ##### Documentation - Add Vertex Model Monitoring V2 SDK documentation ([b47e6ff](https://togithub.com/googleapis/python-aiplatform/commit/b47e6ff1f17278a6f1e4c31def05f3a09d981b28)) - Update docstrings for rapid evaluation library. ([d6d371d](https://togithub.com/googleapis/python-aiplatform/commit/d6d371d61abd2daa2f222ca82540c5e0c4b3a602)) ### [`v1.51.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1510-2024-05-10) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.50.0...v1.51.0) ##### Features - Add FeatureGroup create function ([3938107](https://togithub.com/googleapis/python-aiplatform/commit/393810728b6b940e4cc8e1ac7f55875e3b750beb)) - Add FeatureGroup init/get ([e47d436](https://togithub.com/googleapis/python-aiplatform/commit/e47d436f24cc718e378a28c4a80293778e8c183a)) - Add support for BaseModels in LangChain templates ([5eb885e](https://togithub.com/googleapis/python-aiplatform/commit/5eb885ee7e01eece15679ce400f222930da1ac16)) - Added the `vision_models.Image._mime_type` property to make `vision_models.Image` compatible with `generative_models.Image` ([6557d88](https://togithub.com/googleapis/python-aiplatform/commit/6557d88eb73624c8dbc7da33db129f7cbdae8a06)) - AutoSxS Pairwise Metric in Rapid Evaluation SDK ([b0c5eda](https://togithub.com/googleapis/python-aiplatform/commit/b0c5eda79489d4b32972b2acea647e3c8cdc3ce9)) - GenAI - Grounding - Released Google Web Search retriever to GA ([32b030a](https://togithub.com/googleapis/python-aiplatform/commit/32b030a629a20d0557dba011df2658f46c199820)) - GenAI - Tuning - Supervised - Added support for the `adapter_size` parameter ([88188d2](https://togithub.com/googleapis/python-aiplatform/commit/88188d294fc2ec55ec0b05640dc791a1a3a88255)) - LLM - Made the tuning location parameters truly optional ([bae8429](https://togithub.com/googleapis/python-aiplatform/commit/bae8429ae078c69574d86280ae6c784aaa9b13b5)) - LLM - Support tuning of new text embedding models by migrating to the new v1.1.3 pipeline. ([7fea754](https://togithub.com/googleapis/python-aiplatform/commit/7fea7547084277dc974cbacc517ca1e95629a034)) - LLM - Text embedding - Added the `output_dimensionality` and `learning_rate_multiplier` parameters to text embedding tuning (Preview only) ([cc8bc96](https://togithub.com/googleapis/python-aiplatform/commit/cc8bc965932efb68a30db9decb5a24cf597b0d8b)) - LLM - Text Embedding - Added validation for text embedding tuning parameters. ([5a300c1](https://togithub.com/googleapis/python-aiplatform/commit/5a300c1071fa1492502cfde95700e1b171cdfbfc)) - Release Ray on Vertex SDK to GA ([f7c5132](https://togithub.com/googleapis/python-aiplatform/commit/f7c51327c49d000cc79d56bb5333ed7fea28fa01)) - Support custom service account for Ray cluster creation and Ray Client connection ([e0c6227](https://togithub.com/googleapis/python-aiplatform/commit/e0c6227d0dd92d83c98cc3c7e7607fd252e74a32)) - Support vector_distance_threshold filtering and file-based retrieval for RAG ([cd85d8f](https://togithub.com/googleapis/python-aiplatform/commit/cd85d8f74d3922de3f871415bacf77c594f0c547)) ##### Bug Fixes - A bug in the evaluation library where the job crashes if only custom metrics are specified. ([c528b6f](https://togithub.com/googleapis/python-aiplatform/commit/c528b6ff44e2347797336db800ca01240e670d32)) - Add DeprecationWarning to vertexai.preview predictive models SDK ([3c3727b](https://togithub.com/googleapis/python-aiplatform/commit/3c3727b48ce4ba12bdaf36806cda4907a788d38e)) - Add MAX_TOKENS to the list of successful finish reasons for Rapid Evaluation SDK ([195c77e](https://togithub.com/googleapis/python-aiplatform/commit/195c77ed7320aea3ab5899427a922d606ed78997)) - AttributeError for TorchModelSerializer.deserialize in torch >=2.3.0 ([20b1866](https://togithub.com/googleapis/python-aiplatform/commit/20b18668f15c448813aad4f58f2a4d470d6da2ec)) - GenAI - Fixed handling of multiple tools in `AutomaticFunctionCallingResponder` ([58e6ac9](https://togithub.com/googleapis/python-aiplatform/commit/58e6ac9b14daa42dc64d787156070c22bd7a1655)) - Remove InternalServerError and Unknown evaluation service error from retriable exceptions ([12c147b](https://togithub.com/googleapis/python-aiplatform/commit/12c147b1f3e127c925b6c42b7dbbd4e949ff8e98)) - Upload the reference model in model registry ([510c833](https://togithub.com/googleapis/python-aiplatform/commit/510c8334961cdb6f801863ecbd8fe49bf69b6c68)) ### [`v1.50.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1500-2024-05-02) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.49.0...v1.50.0) ##### Features - Add `Candidate.grounding_metadata` property ([b22a8b8](https://togithub.com/googleapis/python-aiplatform/commit/b22a8b847e3b299b828e37405e3678093486de28)) - Add option to not include time_series_metrics in get_experiment_df call. This will improve execution time for Experiments with large number of runs. ([78a95c5](https://togithub.com/googleapis/python-aiplatform/commit/78a95c52d0e7bd9ec5b656ce67044b2f01677156)) - Add tune_model and deploy_tuned_model for TextEmbeddingModel. ([42f5d6f](https://togithub.com/googleapis/python-aiplatform/commit/42f5d6f7cd13d51c4a73113c59e8b3c728cfc08b)) - Automatically populate parents for full resource name in Vertex RAG SDK ([26657ff](https://togithub.com/googleapis/python-aiplatform/commit/26657ffd25ecb91882ca764e513c2e952833257f)) - Deploy a tuned text embedding model -- it doesn't matter, if it's tuned using Node.js, or curl. ([8ca9cdf](https://togithub.com/googleapis/python-aiplatform/commit/8ca9cdf3576e3ce3b373ace4cd6ab0e9c54aa9f2)) - Make get_embeddings work both for foundational & tuned models. ([b8b589c](https://togithub.com/googleapis/python-aiplatform/commit/b8b589ce9fff29d1721450d32b4a84a7f69413c3)) - Python SDK for Vertex Model Monitoring V2. ([021d59f](https://togithub.com/googleapis/python-aiplatform/commit/021d59f1487e4e16c847d4135899d6845c0210aa)) - Support public endpoint for Ray Client ([57a5f78](https://togithub.com/googleapis/python-aiplatform/commit/57a5f7815ffb8523e91d900da4ff7cfd0c344fe4)) ##### Bug Fixes - Add deprecation warnings when using Ray v2.4 ([3a36784](https://togithub.com/googleapis/python-aiplatform/commit/3a367843840513e3257610c8ab38e9f79d3bcea0)) - Append allowed_plugins in tb-gcp-uploader to default allowed plugins ([aab9c3e](https://togithub.com/googleapis/python-aiplatform/commit/aab9c3e41b92a1d60090e3d1d594390a5e9f3ff6)) - LLM - Added missing parameters to the no-op `_TunableTextEmbeddingModelMixin.get_tuned_model` method ([eb05ac4](https://togithub.com/googleapis/python-aiplatform/commit/eb05ac421f186441a92c6e3b6a010d74caf14782)) - LVM - Fixed the typo in the VisionModel aspect ratio type annotation ([2d19137](https://togithub.com/googleapis/python-aiplatform/commit/2d1913773cf9f4a4f8a2c8c8f45680c3ea97f68e)) - Move torch import ([e6d34df](https://togithub.com/googleapis/python-aiplatform/commit/e6d34df7da7508c655eb17ee694e1ab2160fc8aa)) - Ray - Fixed exception when using Ray 2.4 ([2661f52](https://togithub.com/googleapis/python-aiplatform/commit/2661f52fd08169e5d29b58f2afce9702b30101ae)) ### [`v1.49.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1490-2024-04-27) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.48.0...v1.49.0) ##### Features - Add additional parameters for `GenerationConfig` ([0599ca1](https://togithub.com/googleapis/python-aiplatform/commit/0599ca18342aece9d8b9b35534294de541593ef9)) - Add FeatureNormType to `MatchingEngineIndexConfig`. ([c0e7acc](https://togithub.com/googleapis/python-aiplatform/commit/c0e7acc27e67ef1a951bb4bd97f489164dda14f9)) - Add mappings to pipeline templates for text-embedding models. ([6279924](https://togithub.com/googleapis/python-aiplatform/commit/627992484ec16fbf7fdfc9c963046e10e3d7c6bf)) - Add support for TPU v5 lite pod(v5e) for custom training jobs. Custom training jobs now accept the v5e machine types as listed in https://cloud.google.com/tpu/docs/tpus-in-gke#v5e. ([415912e](https://togithub.com/googleapis/python-aiplatform/commit/415912e9258d2b960c7da730902d7f15116cc474)) - Fix typo in Vertex Feature Store SDK. ([b5404e7](https://togithub.com/googleapis/python-aiplatform/commit/b5404e7106059358dd7fcd21d487e5e31ed4d128)) - GenAI - Improved the exception messages when candidates, parts or text are not available ([e82264d](https://togithub.com/googleapis/python-aiplatform/commit/e82264d273e35d3b305d434181badfb63a37c79c)) - Support PreflightValidation in Preview PipelineJob submit function. ([e88dc0d](https://togithub.com/googleapis/python-aiplatform/commit/e88dc0d65ffaed3de9850e8eaadbfa41eb769e06)) - Tune_model method for class TextEmbeddingModel. ([3eda55d](https://togithub.com/googleapis/python-aiplatform/commit/3eda55d25a8e3816eec0fb3c43f7c16c8a2d9b32)) - Vertex RAG for enhanced generative AI ([39b5149](https://togithub.com/googleapis/python-aiplatform/commit/39b5149c18355a233dae7ada2f18c8072a6b59f1)) ##### Bug Fixes - GCS Bucket subdirectory not being creating while using ReasoningEngine create method ([3d22a18](https://togithub.com/googleapis/python-aiplatform/commit/3d22a18abdacc7cb53d4b5fef941fa1a34caec08)) - GenAI - Fixed the `Part.mime_type` property ([819a44e](https://togithub.com/googleapis/python-aiplatform/commit/819a44ea9b624912c31843881fd6130febb8ec57)) - Handle missing import for RunnableConfig when generating schema for LangChain templates ([76c5d6d](https://togithub.com/googleapis/python-aiplatform/commit/76c5d6d6e99be5e7a8ec81e85aa383b1a39fef66)) - Parse intermediate steps from LangChain into JSON. ([754c89d](https://togithub.com/googleapis/python-aiplatform/commit/754c89d8514dde707255bf0e3602dfddff49f268)) - Register TensorFlow models from Ray checkpoints for more recent TensorFlow version, addressing the deprecation of SavedModel format in keras 3 ([1341e2c](https://togithub.com/googleapis/python-aiplatform/commit/1341e2c57907f7867d4237e84c5bb9b77e5dd5f5)) - Tensorboard uploader - move remaining tensorboard uploader code to aiplatform ([f34094b](https://togithub.com/googleapis/python-aiplatform/commit/f34094b50ea161c2b9f0653be8b5931e922bb8f6)) ### [`v1.48.0`](https://togithub.com/googleapis/python-aiplatform/blob/HEAD/CHANGELOG.md#1480-2024-04-17) [Compare Source](https://togithub.com/googleapis/python-aiplatform/compare/v1.47.0...v1.48.0) ##### Features - Add support for reading requirements from a file. ([80db7a0](https://togithub.com/googleapis/python-aiplatform/commit/80db7a0960b80ae0d78182687c1e99db696943f7)) - Adding tpu_topology to Vertex SDK ([423c764](https://togithub.com/googleapis/python-aiplatform/commit/423c7646185b4df19985fb41f5776557d572dd9f)) - Enable continuous upload for profile logs. ([f05924d](https://togithub.com/googleapis/python-aiplatform/commit/f05924d6bbd9e609f4ca98cdef7ab5a504672e58)) - GenAI - Added the `GenerationResponse.prompt_feedback` property ([efd5a72](https://togithub.com/googleapis/python-aiplatform/commit/efd5a72c1856a6767bdbbba9ea83f366518bdac2)) - GenAI - Added the `GenerationResponse.usage_metadata` property ([0654c35](https://togithub.com/googleapis/python-aiplatform/commit/0654c3504425d9f9bba6e3be919026229b616ec0)) - Support `NOT_EQUAL` for `MatchingEngineIndexEndpoint` `numeric_restricts`. ([aa918e3](https://togithub.com/googleapis/python-aiplatform/commit/aa918e31fcc40878e9f29affa02a4527d90188aa)) - Support referenced models in SDK. ([c9b6b8b](https://togithub.com/googleapis/python-aiplatform/commit/c9b6b8b3433854afd95a27065a052393768ceca8)) ##### Bug Fixes - Add validation check for extra_packages when creating a reasoning engine. ([255dabc](https://togithub.com/googleapis/python-aiplatform/commit/255dabc77c647ef3ac33a10b06b3a36db122118a)) - Add validation for langchain tools. ([a821d50](https://togithub.com/googleapis/python-aiplatform/commit/a821d50724da7136c90abd157a7086d6571f2c30)) - Fixed the vertexai.init partial initialization issues ([636a654](https://togithub.com/googleapis/python-aiplatform/commit/636a654590919048f84baf343d291711f28eb03e)) - GenAI - Workaround for streaming when content role is missing in service responses ([fa35b91](https://togithub.com/googleapis/python-aiplatform/commit/fa35b9169677c62a5f0fa746dc9db9a5296f44a3)) ##### Documentation - Add Reasoning Engine reference documentation ([496fc4b](https://togithub.com/googleapis/python-aiplatform/commit/496fc4b96768c872c9e7312bacf9989ea6e979f5)) - GenAI - Add Rapid Evaluation SDK reference documentation ([40b728b](https://togithub.com/googleapis/python-aiplatform/commit/40b728b28210f2bc57374c6c6d507cf3fa0be038))Configuration
📅 Schedule: Branch creation - "before 4am on the first day of the month" (UTC), Automerge - At any time (no schedule defined).
🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.
♻ Rebasing: Never, or you tick the rebase/retry checkbox.
🔕 Ignore: Close this PR and you won't be reminded about these updates again.
This PR has been generated by Mend Renovate. View repository job log here.