# Changelog

## [1.10.0](https://github.com/googleapis/python-aiplatform/compare/v1.9.0...v1.10.0) (2022-02-07)


### Features

* _TrainingScriptPythonPackager to support folders ([#812](https://github.com/googleapis/python-aiplatform/issues/812)) ([3aec6a7](https://github.com/googleapis/python-aiplatform/commit/3aec6a7b8f26ef2a5b378a6224d6402e3b42c917))
* add dedicated_resources to DeployedIndex in aiplatform v1beta1 index_endpoint.proto feat: add Scaling to OnlineServingConfig in aiplatform v1beta1 featurestore.proto chore: sort imports ([#991](https://github.com/googleapis/python-aiplatform/issues/991)) ([7a7f0d4](https://github.com/googleapis/python-aiplatform/commit/7a7f0d45f3d08c93b11fcd2c5a265a8db4b0c890))
* add dedicated_resources to DeployedIndex message in aiplatform v1 index_endpoint.proto chore: sort imports ([#990](https://github.com/googleapis/python-aiplatform/issues/990)) ([a814923](https://github.com/googleapis/python-aiplatform/commit/a8149233bcd857e75700c6ec7d29c0aabf1687c1))
* Add XAI SDK integration to TensorFlow models with LIT integration ([#917](https://github.com/googleapis/python-aiplatform/issues/917)) ([ea2b5cf](https://github.com/googleapis/python-aiplatform/commit/ea2b5cfbcafead1c63009fda10bd44a00d560efb))
* Added `aiplatform.Model.update`  method ([#952](https://github.com/googleapis/python-aiplatform/issues/952)) ([44e208a](https://github.com/googleapis/python-aiplatform/commit/44e208a8dbf082e770373d58c31b3ad3e8b39f4f))
* Enable europe-west6 and northamerica-northeast2 regions ([0f6b670](https://github.com/googleapis/python-aiplatform/commit/0f6b6701e96fb0ec345e81560d03059a7900160f))
* enable feature store batch serve to BigQuery and GCS for csv and tfrecord ([#919](https://github.com/googleapis/python-aiplatform/issues/919)) ([c840728](https://github.com/googleapis/python-aiplatform/commit/c840728e503eea3300e9629405978e28c6aafec7))
* enable feature store batch serve to Pandas DataFrame; fix: read instances uri for batch serve ([#983](https://github.com/googleapis/python-aiplatform/issues/983)) ([e0fec36](https://github.com/googleapis/python-aiplatform/commit/e0fec36686e373c13acca3203372572c760c7af4))
* enable feature store online serving ([#918](https://github.com/googleapis/python-aiplatform/issues/918)) ([b8f5f82](https://github.com/googleapis/python-aiplatform/commit/b8f5f82ae43edfb933305a074c315e2f3239b4b1))
* enable ingest from pd.DataFrame ([#977](https://github.com/googleapis/python-aiplatform/issues/977)) ([9289f2d](https://github.com/googleapis/python-aiplatform/commit/9289f2d3ce424f3f9754a3dd23883e25dec1300f))
* Open LIT with a deployed model ([#963](https://github.com/googleapis/python-aiplatform/issues/963)) ([ea16849](https://github.com/googleapis/python-aiplatform/commit/ea16849f936d7a2e8402fd235decefe5972685ed))


### Bug Fixes

* Fixed BigQuery datasets that have colon in URI ([#855](https://github.com/googleapis/python-aiplatform/issues/855)) ([153578f](https://github.com/googleapis/python-aiplatform/commit/153578f19d57db96e3674b2d797c5352c107f936))
* Fixed integration test for model.upload ([#975](https://github.com/googleapis/python-aiplatform/issues/975)) ([0ca3747](https://github.com/googleapis/python-aiplatform/commit/0ca374769f922fd427c5b6f58c9ce1ab40f18d18))
* rename teardown fixture ([#1004](https://github.com/googleapis/python-aiplatform/issues/1004)) ([fcd0096](https://github.com/googleapis/python-aiplatform/commit/fcd00969dbbbf06887dfdbaa6bc65b135c24f95f))


### Documentation

* **samples:** replace deprecated fields in create_training_pipeline_tabular_forecasting_sample.py ([#981](https://github.com/googleapis/python-aiplatform/issues/981)) ([9ebc972](https://github.com/googleapis/python-aiplatform/commit/9ebc972bba972b1e1920db422ed28a721e90329d))

## [1.9.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.8.1...v1.9.0) (2021-12-29)


### Features

* add create in Featurestore, EntityType, Feature; add create_entity_type in Featurestore; add create_feature, batch_create_features in EntityType; add ingest_from_* for bq and gcs in EntityType; add and update delete with force delete nested resources ([#872](https://www.github.com/googleapis/python-aiplatform/issues/872)) ([ba11c3d](https://www.github.com/googleapis/python-aiplatform/commit/ba11c3d3cd8d3869e2deb3207a8698fa7ce284ec))
* Add LIT methods for Pandas DataFrame and TensorFlow saved model. ([#874](https://www.github.com/googleapis/python-aiplatform/issues/874)) ([03cf301](https://www.github.com/googleapis/python-aiplatform/commit/03cf301989a5802b122803eac7a2d03f2d1769fb))
* Add support to create TensorboardExperiment ([#909](https://www.github.com/googleapis/python-aiplatform/issues/909)) ([96ce738](https://www.github.com/googleapis/python-aiplatform/commit/96ce7387ac58e0ec7cb6a7f6d6a6e422eae5da96))
* Add support to create TensorboardRun ([#912](https://www.github.com/googleapis/python-aiplatform/issues/912)) ([8df74a2](https://www.github.com/googleapis/python-aiplatform/commit/8df74a29df0adb95fff5500fcc9d7a025012ab5e))


### Bug Fixes

* Fix timestamp proto util to default to timestamp at call time. ([#933](https://www.github.com/googleapis/python-aiplatform/issues/933)) ([d72a254](https://www.github.com/googleapis/python-aiplatform/commit/d72a254e97cf74f3fdd55a32a4af86737243593a))
* Improve handling of undeploying model without redistributing remaining traffic ([#898](https://www.github.com/googleapis/python-aiplatform/issues/898)) ([8a8a4fa](https://www.github.com/googleapis/python-aiplatform/commit/8a8a4faa667bde2a4df04afa23a6dd5b1856f958))
* issues/192254729 ([#914](https://www.github.com/googleapis/python-aiplatform/issues/914)) ([3ec620c](https://www.github.com/googleapis/python-aiplatform/commit/3ec620c64bd60ceb5b89918200e11e3fbff67370))
* issues/192254729 ([#915](https://www.github.com/googleapis/python-aiplatform/issues/915)) ([0f22ff6](https://www.github.com/googleapis/python-aiplatform/commit/0f22ff61460a3f2bd55d2c10c4ee06e582f03944))
* use open_in_new_tab in the render method. ([#926](https://www.github.com/googleapis/python-aiplatform/issues/926)) ([04618e0](https://www.github.com/googleapis/python-aiplatform/commit/04618e0563b8588eec2ccd8342c6085ca08b5adb))

### [1.8.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.8.0...v1.8.1) (2021-12-14)


### Bug Fixes

* add clarity to param model_name ([#888](https://www.github.com/googleapis/python-aiplatform/issues/888)) ([1d81783](https://www.github.com/googleapis/python-aiplatform/commit/1d81783b2f914dd7606ee884ca31c1a594e5135f))
* add clarity to parameters per user feedback ([#886](https://www.github.com/googleapis/python-aiplatform/issues/886)) ([37ee0a1](https://www.github.com/googleapis/python-aiplatform/commit/37ee0a1dc6e0105e19aca18f44995a352bfc40cb))
* add param for multi-label per user's feedback ([#887](https://www.github.com/googleapis/python-aiplatform/issues/887)) ([fda942f](https://www.github.com/googleapis/python-aiplatform/commit/fda942ffbe009077b47f36aad1c29603a451e38b))
* add support for API base path overriding ([#908](https://www.github.com/googleapis/python-aiplatform/issues/908)) ([45c4086](https://www.github.com/googleapis/python-aiplatform/commit/45c4086dd07dd7d3d3b7417196ff61a7107d8a1a))
* Important the correct constants and use v1 for tensorboard experiments ([#905](https://www.github.com/googleapis/python-aiplatform/issues/905)) ([48c2bf1](https://www.github.com/googleapis/python-aiplatform/commit/48c2bf1ea2fa42afea1b5d419527bfb8e49e0ac0))
* incorrect uri for IOD yaml ([#889](https://www.github.com/googleapis/python-aiplatform/issues/889)) ([e108ef8](https://www.github.com/googleapis/python-aiplatform/commit/e108ef8250c77c8a8edeccb6b601cbe0b0380c89))
* Minor docstring and snippet fixes ([#873](https://www.github.com/googleapis/python-aiplatform/issues/873)) ([578e06d](https://www.github.com/googleapis/python-aiplatform/commit/578e06df481c3d60074a7b8e9365f8361b04e32b))


### Documentation

* Update references to containers and notebook samples. ([#890](https://www.github.com/googleapis/python-aiplatform/issues/890)) ([67fa1f1](https://www.github.com/googleapis/python-aiplatform/commit/67fa1f179af66686339d797e5b368e96816ed1c5))
* Updated docstrings with exception error classes ([#894](https://www.github.com/googleapis/python-aiplatform/issues/894)) ([f9aecd2](https://www.github.com/googleapis/python-aiplatform/commit/f9aecd22fe08a97e45187b4d11c755ac3b9dfadd))

## [1.8.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.7.1...v1.8.0) (2021-12-03)


### Features

* Add cloud profiler to training_utils ([6d5c7c4](https://www.github.com/googleapis/python-aiplatform/commit/6d5c7c42d1c352f161e4738c6dbbf540a032017b))
* add enable_private_service_connect field to Endpoint feat: add id field to DeployedModel feat: add service_attachment field to PrivateEndpoints feat: add endpoint_id to CreateEndpointRequest and method signature to CreateEndpoint feat: add method... ([#878](https://www.github.com/googleapis/python-aiplatform/issues/878)) ([ca813be](https://www.github.com/googleapis/python-aiplatform/commit/ca813be08ec2620380b5a12b0d6cdc079e27ba79))
* add enable_private_service_connect field to Endpoint feat: add id field to DeployedModel feat: add service_attachment field to PrivateEndpoints feat: add endpoint_id to CreateEndpointRequest and method signature to CreateEndpoint feat: add method... ([#879](https://www.github.com/googleapis/python-aiplatform/issues/879)) ([47e93b2](https://www.github.com/googleapis/python-aiplatform/commit/47e93b20843f30805b73cd6db214c8743f8bfc97))
* add featurestore module including Featurestore, EntityType, and Feature classes; add get, update, delete, list methods in all featurestore classes; add search method in Feature class ([#850](https://www.github.com/googleapis/python-aiplatform/issues/850)) ([66745a6](https://www.github.com/googleapis/python-aiplatform/commit/66745a6ce13fb8b32dd7fbf3eb86e71bd291869b))
* Add prediction container URI builder method ([#805](https://www.github.com/googleapis/python-aiplatform/issues/805)) ([91dd3c0](https://www.github.com/googleapis/python-aiplatform/commit/91dd3c0d5de72fac5b1dc8a9bc23d6cb431061a4))
* default to custom job display name if experiment name looks like a custom job ID ([#833](https://www.github.com/googleapis/python-aiplatform/issues/833)) ([8b9376e](https://www.github.com/googleapis/python-aiplatform/commit/8b9376e9c961a751799f5b80d1b19917c8c353f8))
* Support uploading local models ([#779](https://www.github.com/googleapis/python-aiplatform/issues/779)) ([bffbd9d](https://www.github.com/googleapis/python-aiplatform/commit/bffbd9d359edb099e661736a0c77269bb3a0c746))
* Tensorboard v1 protos release ([#847](https://www.github.com/googleapis/python-aiplatform/issues/847)) ([e0fc3d9](https://www.github.com/googleapis/python-aiplatform/commit/e0fc3d9e4e8a7911f21671ea49818c5f84798d12))
* updating Tensorboard related code to use v1 ([#851](https://www.github.com/googleapis/python-aiplatform/issues/851)) ([b613b26](https://www.github.com/googleapis/python-aiplatform/commit/b613b264524aaab2cb65e63a5487770736faa7c8))
* Upgrade Tensorboard from v1beta1 to v1 ([#849](https://www.github.com/googleapis/python-aiplatform/issues/849)) ([c40ec85](https://www.github.com/googleapis/python-aiplatform/commit/c40ec85e1fca2bee6813f52712d063f96264ec2c))


### Bug Fixes

* Import error for cloud_profiler ([#869](https://www.github.com/googleapis/python-aiplatform/issues/869)) ([0f124e9](https://www.github.com/googleapis/python-aiplatform/commit/0f124e93a1ddead16c0018970f34e45c73d5ed81))
* Support multiple instances in custom predict sample ([#857](https://www.github.com/googleapis/python-aiplatform/issues/857)) ([8cb4839](https://www.github.com/googleapis/python-aiplatform/commit/8cb483918bdbaeae34935eef2b3cd997c1ae89a3))


### Documentation

* Added comment for evaluation_id to python examples ([#860](https://www.github.com/googleapis/python-aiplatform/issues/860)) ([004bf5f](https://www.github.com/googleapis/python-aiplatform/commit/004bf5fa4cb2d66e36de7ec52dee8e2c8dd438ee))
* Reverted IDs in model_service snippets test ([#871](https://www.github.com/googleapis/python-aiplatform/issues/871)) ([da747b5](https://www.github.com/googleapis/python-aiplatform/commit/da747b5ffca3c12b8d64bc80bfe93da5afde0d43))
* Update name of BQ source parameter in samples ([#859](https://www.github.com/googleapis/python-aiplatform/issues/859)) ([f11b598](https://www.github.com/googleapis/python-aiplatform/commit/f11b598f9069f77e86631ada53941876aea010bc))

### [1.7.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.7.0...v1.7.1) (2021-11-16)


### Features

* Add support for new Vertex regions ([#811](https://www.github.com/googleapis/python-aiplatform/issues/811)) ([8d04138](https://www.github.com/googleapis/python-aiplatform/commit/8d0413880486d03314ecab80347a713318c6944a))


### Bug Fixes

* add parameters_value in PipelineJob for schema > 2.0.0 ([#817](https://www.github.com/googleapis/python-aiplatform/issues/817)) ([900a449](https://www.github.com/googleapis/python-aiplatform/commit/900a44962ac85608dbcb3d23049db160d49d842a))
* exclude support for python 3.10 ([#831](https://www.github.com/googleapis/python-aiplatform/issues/831)) ([0301a1d](https://www.github.com/googleapis/python-aiplatform/commit/0301a1de5719031c6c826fe4887ff5fb6bcfa956))


### Miscellaneous Chores

* release 1.7.1 ([#845](https://www.github.com/googleapis/python-aiplatform/issues/845)) ([ca04de6](https://www.github.com/googleapis/python-aiplatform/commit/ca04de6a95f8b22d0161e250d8d4314a35becfab))

## [1.7.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.6.2...v1.7.0) (2021-11-06)


### Features

* Adds support for `google.protobuf.Value` pipeline parameters in the `parameter_values` field ([#807](https://www.github.com/googleapis/python-aiplatform/issues/807)) ([c97199d](https://www.github.com/googleapis/python-aiplatform/commit/c97199dd2cb712ef436ee9cbf6b8add27b42b174))
* Adds support for `google.protobuf.Value` pipeline parameters in the `parameter_values` field ([#808](https://www.github.com/googleapis/python-aiplatform/issues/808)) ([726b620](https://www.github.com/googleapis/python-aiplatform/commit/726b620bea1223c80225c9a3c2b54342e9c14052))
* PipelineJob switch to v1 API from v1beta1 API ([#750](https://www.github.com/googleapis/python-aiplatform/issues/750)) ([8db7e0c](https://www.github.com/googleapis/python-aiplatform/commit/8db7e0ca4e796fea47c1bdf4c0fccd514f2dd8c2))


### Bug Fixes

* Correct PipelineJob credentials description ([#816](https://www.github.com/googleapis/python-aiplatform/issues/816)) ([49aaa87](https://www.github.com/googleapis/python-aiplatform/commit/49aaa8719a3daabf7e0d23fa1cd1d64c19159a83))
* Fixed docstrings for Dataset in AutoMLForecastingTrainingJob ([760887b](https://www.github.com/googleapis/python-aiplatform/commit/760887b196884707473896def9e8b69c9fc77423))


### Documentation

* Fix pydocs README to be consistent with repo README ([#821](https://www.github.com/googleapis/python-aiplatform/issues/821)) ([95dbd60](https://www.github.com/googleapis/python-aiplatform/commit/95dbd6020ee8f3037b0834eb39312b5d7e5fd8e1))
* Update sample with feedback from b/191251050 ([#818](https://www.github.com/googleapis/python-aiplatform/issues/818)) ([6b2d938](https://www.github.com/googleapis/python-aiplatform/commit/6b2d93834734b6789c13ef3782b1b3632f5c6133))

### [1.6.2](https://www.github.com/googleapis/python-aiplatform/compare/v1.6.1...v1.6.2) (2021-11-01)


### Features

* Add PipelineJob.submit to create PipelineJob without monitoring it's completion. ([#798](https://www.github.com/googleapis/python-aiplatform/issues/798)) ([7ab05d5](https://www.github.com/googleapis/python-aiplatform/commit/7ab05d5e127636d96365b7ea408974ccd6c2f0fe))
* support new protobuf value param types for Pipeline Job client ([#797](https://www.github.com/googleapis/python-aiplatform/issues/797)) ([2fc05ca](https://www.github.com/googleapis/python-aiplatform/commit/2fc05cab03a2c7f8462b234b02d43bc7581ba845))


### Bug Fixes

* Add retries when polling during monitoring runs ([#786](https://www.github.com/googleapis/python-aiplatform/issues/786)) ([45401c0](https://www.github.com/googleapis/python-aiplatform/commit/45401c09f23ed616a7ca84b3d7f53b8a1db21c7c))
* use version.py for versioning ([#804](https://www.github.com/googleapis/python-aiplatform/issues/804)) ([514031f](https://www.github.com/googleapis/python-aiplatform/commit/514031fce90b6e4606279d4903dc93b0f18b9f2a))
* Widen system test timeout, handle tearing down failed training pipelines ([#791](https://www.github.com/googleapis/python-aiplatform/issues/791)) ([78879e2](https://www.github.com/googleapis/python-aiplatform/commit/78879e2482cac7ef5520f1d7fe900768147b948e))


### Miscellaneous Chores

* release 1.6.2 ([#809](https://www.github.com/googleapis/python-aiplatform/issues/809)) ([e50b049](https://www.github.com/googleapis/python-aiplatform/commit/e50b0497574411a9c7462d76dca489281ee48d83))

### [1.6.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.6.0...v1.6.1) (2021-10-25)


### Features

* Add debugging terminal support for CustomJob, HyperparameterTun… ([#699](https://www.github.com/googleapis/python-aiplatform/issues/699)) ([2deb505](https://www.github.com/googleapis/python-aiplatform/commit/2deb50502ae2bb8ba3f97d69b06b72b7625639a4))
* add support for python 3.10 ([#769](https://www.github.com/googleapis/python-aiplatform/issues/769)) ([8344804](https://www.github.com/googleapis/python-aiplatform/commit/83448044508f5feb052ae7fc5a5a7ca917cee0d1))
* Add training_utils folder and environment_variables for training ([141c008](https://www.github.com/googleapis/python-aiplatform/commit/141c008759aefe56a41e1eac654739c509d9754d))
* enable reduction server ([#741](https://www.github.com/googleapis/python-aiplatform/issues/741)) ([8ef0ded](https://www.github.com/googleapis/python-aiplatform/commit/8ef0ded034db797adb4d458eba43537992d822bd))
* enabling AutoML Forecasting training response to include BigQuery location of exported evaluated examples  ([#657](https://www.github.com/googleapis/python-aiplatform/issues/657)) ([c1c2326](https://www.github.com/googleapis/python-aiplatform/commit/c1c2326b2342ab1b6f4c4ce3852e63376eae740d))
* **PipelineJob:** allow PipelineSpec as param ([#774](https://www.github.com/googleapis/python-aiplatform/issues/774)) ([f90a1bd](https://www.github.com/googleapis/python-aiplatform/commit/f90a1bd775daa0892e16fd82fc1738fa9a912ec7))
* pre batch creating TensorboardRuns and TensorboardTimeSeries in one_shot mode to speed up uploading ([#772](https://www.github.com/googleapis/python-aiplatform/issues/772)) ([c9f68c6](https://www.github.com/googleapis/python-aiplatform/commit/c9f68c6e840ba3cda04080623dfbcba6945d53e8))


### Bug Fixes

* cast resource labels to dict type ([#783](https://www.github.com/googleapis/python-aiplatform/issues/783)) ([255edc9](https://www.github.com/googleapis/python-aiplatform/commit/255edc92dc897619ddd705463aefb8a1723ae8cd))
* Remove sync parameter from create_endpoint_sample ([#695](https://www.github.com/googleapis/python-aiplatform/issues/695)) ([0477f5a](https://www.github.com/googleapis/python-aiplatform/commit/0477f5a10ba1048e64c11fc3d7e1e375b19a10fe))


### Miscellaneous Chores

* release 1.6.1 ([#789](https://www.github.com/googleapis/python-aiplatform/issues/789)) ([4520d35](https://www.github.com/googleapis/python-aiplatform/commit/4520d350beb756549304de60d62ff637bb1807c5))

## [1.6.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.5.0...v1.6.0) (2021-10-12)


### Features

* add featurestore service to aiplatform v1  ([#765](https://www.github.com/googleapis/python-aiplatform/issues/765)) ([68c88e4](https://www.github.com/googleapis/python-aiplatform/commit/68c88e48f62d5c2ff561862ba810a48389f7e41a))
* Add one shot profile uploads to tensorboard uploader. ([#704](https://www.github.com/googleapis/python-aiplatform/issues/704)) ([a83f253](https://www.github.com/googleapis/python-aiplatform/commit/a83f2535b31e2aaff0306c7290265b864b9ddb40))
* Added column_specs, training_encryption_spec_key_name, model_encryption_spec_key_name to AutoMLForecastingTrainingJob.init and various split methods to AutoMLForecastingTrainingJob.run ([#647](https://www.github.com/googleapis/python-aiplatform/issues/647)) ([7cb6976](https://www.github.com/googleapis/python-aiplatform/commit/7cb69764e0f9be9ca0fcb1641f4dc90e3b306bed))
* Lazy load Endpoint class ([#655](https://www.github.com/googleapis/python-aiplatform/issues/655)) ([c795c6f](https://www.github.com/googleapis/python-aiplatform/commit/c795c6fbb87c4f71845cfbd2647c1adbc029bcef))

## [1.5.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.4.3...v1.5.0) (2021-09-30)


### Features

* Add data plane code snippets for feature store service ([#713](https://www.github.com/googleapis/python-aiplatform/issues/713)) ([e3ea683](https://www.github.com/googleapis/python-aiplatform/commit/e3ea683bf754832340853a15bdb0a0662500a70f))
* add flaky test diagnostic script ([#734](https://www.github.com/googleapis/python-aiplatform/issues/734)) ([09e48de](https://www.github.com/googleapis/python-aiplatform/commit/09e48de8b79fb5d601169663c9a8e1c33883f1cf))
* add vizier service to aiplatform v1 BUILD.bazel ([#731](https://www.github.com/googleapis/python-aiplatform/issues/731)) ([1a580ae](https://www.github.com/googleapis/python-aiplatform/commit/1a580aec158b5e25b94f27a6a9daa3943124c485))
* code snippets for feature store control plane ([#709](https://www.github.com/googleapis/python-aiplatform/issues/709)) ([8e06ced](https://www.github.com/googleapis/python-aiplatform/commit/8e06ced83ed2cc480d869318c4debef9c28ad214))
* Updating the Tensorboard uploader to use the new batch write API so it runs more efficiently ([#710](https://www.github.com/googleapis/python-aiplatform/issues/710)) ([9d1b01a](https://www.github.com/googleapis/python-aiplatform/commit/9d1b01a91dc077bfe8edf023216b65b826d67d5f))


### Bug Fixes

* [#677](https://www.github.com/googleapis/python-aiplatform/issues/677) ([#728](https://www.github.com/googleapis/python-aiplatform/issues/728)) ([7f548e4](https://www.github.com/googleapis/python-aiplatform/commit/7f548e4b5322055a3c2befcdc9d4eef1bc2278ca))
* **PipelineJob:** use name as output only field ([#719](https://www.github.com/googleapis/python-aiplatform/issues/719)) ([1c84464](https://www.github.com/googleapis/python-aiplatform/commit/1c84464e3130f9db81cd341306b334f9a490587f))
* use the project id from BQ dataset instead of the default project id ([#717](https://www.github.com/googleapis/python-aiplatform/issues/717)) ([e87a255](https://www.github.com/googleapis/python-aiplatform/commit/e87a255705a5d04ade79f12c706dc842c0228118))

### [1.4.3](https://www.github.com/googleapis/python-aiplatform/compare/v1.4.2...v1.4.3) (2021-09-17)


### Features

* **PipelineJob:** support dict, list, bool typed input parameters fr… ([#693](https://www.github.com/googleapis/python-aiplatform/issues/693)) ([243b75c](https://www.github.com/googleapis/python-aiplatform/commit/243b75c2655beeef47848410a40d86a072428ac3))


### Bug Fixes

* Update milli node_hours for image training ([#663](https://www.github.com/googleapis/python-aiplatform/issues/663)) ([64768c3](https://www.github.com/googleapis/python-aiplatform/commit/64768c3591f648932e023713d2a728ce5318bb8b))
* XAI Metadata compatibility with Model.upload ([#705](https://www.github.com/googleapis/python-aiplatform/issues/705)) ([f0570cb](https://www.github.com/googleapis/python-aiplatform/commit/f0570cb999f024ca96e7daaa102c81b681c2a575))


### Miscellaneous Chores

* release 1.4.3 ([#715](https://www.github.com/googleapis/python-aiplatform/issues/715)) ([b610486](https://www.github.com/googleapis/python-aiplatform/commit/b6104868161a236fc5585855b5948a5e3294aea2))

### [1.4.2](https://www.github.com/googleapis/python-aiplatform/compare/v1.4.1...v1.4.2) (2021-09-10)


### Features

* add explanation metadata `get_metadata_protobuf` for reuse ([#672](https://www.github.com/googleapis/python-aiplatform/issues/672)) ([efb6d18](https://www.github.com/googleapis/python-aiplatform/commit/efb6d18f868086bc53aceab60942eb837ced65b7))


### [1.4.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.4.0...v1.4.1) (2021-09-07)


### Features

* add prediction service RPC RawPredict to aiplatform_v1beta1 feat: add tensorboard service RPCs to aiplatform_v1beta1: BatchCreateTensorboardRuns, BatchCreateTensorboardTimeSeries, WriteTensorboardExperimentData feat: add model_deployment_monitori... ([#670](https://www.github.com/googleapis/python-aiplatform/issues/670)) ([b73cd94](https://www.github.com/googleapis/python-aiplatform/commit/b73cd9485f8713ac42e7efa9bfd952f67368b778))
* add Vizier service to aiplatform v1 ([#671](https://www.github.com/googleapis/python-aiplatform/issues/671)) ([179150a](https://www.github.com/googleapis/python-aiplatform/commit/179150aed80d1386993a07870fe34f2b637ded18))
* add XAI, model monitoring, and index services to aiplatform v1 ([#668](https://www.github.com/googleapis/python-aiplatform/issues/668)) ([1fbce55](https://www.github.com/googleapis/python-aiplatform/commit/1fbce55fd846f473f41c16c1185be893e2376bdd))
* Update tensorboard uploader to use Dispatcher for handling different event types ([#651](https://www.github.com/googleapis/python-aiplatform/issues/651)) ([d20b520](https://www.github.com/googleapis/python-aiplatform/commit/d20b520ea936a6554a24099beb0e044f237ff741)), closes [#519](https://www.github.com/googleapis/python-aiplatform/issues/519)


### Documentation

* Add code sample for Pipelines ([#684](https://www.github.com/googleapis/python-aiplatform/issues/684)) ([4f0c18e](https://www.github.com/googleapis/python-aiplatform/commit/4f0c18e8989cf353019876a73aa57457332e88fb))

## [1.4.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.3.0...v1.4.0) (2021-08-30)


### Features

* add filter and timestamp splits  ([#627](https://www.github.com/googleapis/python-aiplatform/issues/627)) ([1a13577](https://www.github.com/googleapis/python-aiplatform/commit/1a135775966c8a2303ded529eba514dcf9db7205))
* add labels to all resource creation apis ([#601](https://www.github.com/googleapis/python-aiplatform/issues/601)) ([4e7666a](https://www.github.com/googleapis/python-aiplatform/commit/4e7666a30b4472698ed980d9d746ba85ad4142d8))
* add PipelineJob.list ([a58ea82](https://www.github.com/googleapis/python-aiplatform/commit/a58ea826c575b9b0c8cb69e47fc2f07a98bb285b))
* add support for export_evaluated_data_items_config in AutoMLTab… ([#583](https://www.github.com/googleapis/python-aiplatform/issues/583)) ([2a6b0a3](https://www.github.com/googleapis/python-aiplatform/commit/2a6b0a369296698f79d75e93007e4c7319f3523c))
* add util functions to get URLs for Tensorboard web app. ([#635](https://www.github.com/googleapis/python-aiplatform/issues/635)) ([8d88c00](https://www.github.com/googleapis/python-aiplatform/commit/8d88c006c5586b28d340448382a9292543448fd6))
* Add wait_for_resource_creation to BatchPredictionJob and unblock async creation when model is pending creation. ([#660](https://www.github.com/googleapis/python-aiplatform/issues/660)) ([db580ad](https://www.github.com/googleapis/python-aiplatform/commit/db580ad43e97e0d877c29c0e8c077c37dee33ff3))
* Added the VertexAiResourceNoun.to_dict() method ([#588](https://www.github.com/googleapis/python-aiplatform/issues/588)) ([b478075](https://www.github.com/googleapis/python-aiplatform/commit/b478075efb05553760514256fee9a63126a9916f))
* expose base_output_dir for custom job ([#586](https://www.github.com/googleapis/python-aiplatform/issues/586)) ([2f138d1](https://www.github.com/googleapis/python-aiplatform/commit/2f138d1dfe4959d1b5f53a9dfef90a18de9908ec))
* expose boot disk type and size for CustomTrainingJob, CustomPythonPackageTrainingJob, and CustomContainerTrainingJob ([#602](https://www.github.com/googleapis/python-aiplatform/issues/602)) ([355ea24](https://www.github.com/googleapis/python-aiplatform/commit/355ea24c6dd9b061ae0933df4dd07dd5b8c2232b))
* split GAPIC samples by service ([#599](https://www.github.com/googleapis/python-aiplatform/issues/599)) ([5f15b4f](https://www.github.com/googleapis/python-aiplatform/commit/5f15b4f9a4bad2c9447747a8bdebaa99eab00b75))


### Bug Fixes

* Fixed bug in TabularDataset.column_names ([#590](https://www.github.com/googleapis/python-aiplatform/issues/590)) ([0fbcd59](https://www.github.com/googleapis/python-aiplatform/commit/0fbcd592cd7e9c4b0a131d777fa84e592a43a21c))
* pipeline none values ([#649](https://www.github.com/googleapis/python-aiplatform/issues/649)) ([2f89343](https://www.github.com/googleapis/python-aiplatform/commit/2f89343adbd69610fc5cacc7121119fc7279186e))
* Populate service_account and network in PipelineJob instead of pipeline_spec ([#658](https://www.github.com/googleapis/python-aiplatform/issues/658)) ([8fde2ce](https://www.github.com/googleapis/python-aiplatform/commit/8fde2ce4441139784bc0fdd62c88d4b833018765))
* re-remove extra TB dependencies introduced due to merge conflict ([#593](https://www.github.com/googleapis/python-aiplatform/issues/593)) ([433b94a](https://www.github.com/googleapis/python-aiplatform/commit/433b94a78004de6d3a4726317d8bac32c358ace8))
* Update BatchPredictionJob.iter_outputs() and BQ docstrings ([#631](https://www.github.com/googleapis/python-aiplatform/issues/631)) ([28f32fd](https://www.github.com/googleapis/python-aiplatform/commit/28f32fd11470ad86d2f103346b3e6be8f1adc2d8))

## [1.3.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.2.0...v1.3.0) (2021-07-30)


### Features

* add get method for PipelineJob ([#561](https://www.github.com/googleapis/python-aiplatform/issues/561)) ([fe5e6e4](https://www.github.com/googleapis/python-aiplatform/commit/fe5e6e4576a6c8c73549effae99bced709e29402))
* add Samples section to CONTRIBUTING.rst ([#558](https://www.github.com/googleapis/python-aiplatform/issues/558)) ([d35c466](https://www.github.com/googleapis/python-aiplatform/commit/d35c466e19ac9fa43b5668ce18520090b5e4edd9))
* add tensorboard resource management ([#539](https://www.github.com/googleapis/python-aiplatform/issues/539)) ([6f8d3d1](https://www.github.com/googleapis/python-aiplatform/commit/6f8d3d1ed89f0aa6f2f0418ae752185104196c63))
* add tf1 metadata builder ([#526](https://www.github.com/googleapis/python-aiplatform/issues/526)) ([918998c](https://www.github.com/googleapis/python-aiplatform/commit/918998c0bdc25b6a39d359a34f892dac1ca4efac))
* add wait for creation and more informative exception when properties are not available ([#566](https://www.github.com/googleapis/python-aiplatform/issues/566)) ([e346117](https://www.github.com/googleapis/python-aiplatform/commit/e346117d5453358a32a1d6e584613ace5c2251d9))
* Adds a new API method FindMostStableBuild ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds attribution_score_drift_threshold field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds attribution_score_skew_thresholds field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds BigQuery output table field to batch prediction job output config ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds CustomJob.enable_web_access field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds CustomJob.web_access_uris field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds Endpoint.network, Endpoint.private_endpoints fields and PrivateEndpoints message ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds Execution.State constants: CACHED and CANCELLED ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds Feature Store features ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds fields to Study message ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds IndexEndpoint.private_ip_ranges field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds IndexEndpointService.deployed_index_id field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds MetadataService.DeleteArtifact and DeleteExecution methods ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds ModelMonitoringObjectConfig.explanation_config field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* Adds ModelMonitoringObjectConfig.ExplanationConfig message field ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))
* column specs for tabular transformation ([#466](https://www.github.com/googleapis/python-aiplatform/issues/466)) ([71d0bd4](https://www.github.com/googleapis/python-aiplatform/commit/71d0bd4615b436eaa3ec3eade4445934552f1cb3))
* enable_caching in PipelineJob to compile time settings ([#557](https://www.github.com/googleapis/python-aiplatform/issues/557)) ([c9da662](https://www.github.com/googleapis/python-aiplatform/commit/c9da662ec24709622bcc4a9e85d1938bead91923))
* Removes breaking change from v1 version of AI Platform protos ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))


### Bug Fixes

* change default replica count to 1 for custom training job classes ([#579](https://www.github.com/googleapis/python-aiplatform/issues/579)) ([c24251f](https://www.github.com/googleapis/python-aiplatform/commit/c24251fdd230e73c2aadb4369266b78979a31015))
* create pipeline job with user-specified job id ([#567](https://www.github.com/googleapis/python-aiplatform/issues/567)) ([df68ec3](https://www.github.com/googleapis/python-aiplatform/commit/df68ec3441eeb7670531f50aaed00df6f7e2a1a3))
* **deps:** pin 'google-{api,cloud}-core', 'google-auth' to allow 2.x versions ([#556](https://www.github.com/googleapis/python-aiplatform/issues/556)) ([5d79795](https://www.github.com/googleapis/python-aiplatform/commit/5d797956737f2d0d4afa4d28fe1fa2f835992991))
* enable self signed jwt for grpc ([#570](https://www.github.com/googleapis/python-aiplatform/issues/570)) ([6a99b12](https://www.github.com/googleapis/python-aiplatform/commit/6a99b125922b8fca7c997150b81b6925376e9d1d))


### Documentation

* fix spelling ([#565](https://www.github.com/googleapis/python-aiplatform/issues/565)) ([fe5c702](https://www.github.com/googleapis/python-aiplatform/commit/fe5c7020040fb0b3b558643b8bc3e12e76f4055f))

## [1.2.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.1.1...v1.2.0) (2021-07-14)


### Features

* Add additional_experiments field to AutoMlTablesInputs ([#540](https://www.github.com/googleapis/python-aiplatform/issues/540)) ([96ee726](https://www.github.com/googleapis/python-aiplatform/commit/96ee7261d5c3ffac5598c618b7c7499fad34ab12))
* add always_use_jwt_access ([#498](https://www.github.com/googleapis/python-aiplatform/issues/498)) ([6df4866](https://www.github.com/googleapis/python-aiplatform/commit/6df48663286db10b1b88f947fc5873a18084cf37))
* add explain get_metadata function for tf2.  ([#507](https://www.github.com/googleapis/python-aiplatform/issues/507)) ([f6f9a97](https://www.github.com/googleapis/python-aiplatform/commit/f6f9a97bb178d9859b8d43166a43792d88e57710))
* Add structure for XAI explain (from XAI SDK) ([#502](https://www.github.com/googleapis/python-aiplatform/issues/502)) ([cb9ef11](https://www.github.com/googleapis/python-aiplatform/commit/cb9ef1115e58c230f3d009397a6e6a27fd376bed))
* Add two new ModelType constants for Video Action Recognition training jobs ([96ee726](https://www.github.com/googleapis/python-aiplatform/commit/96ee7261d5c3ffac5598c618b7c7499fad34ab12))
* Adds AcceleratorType.NVIDIA_TESLA_A100 constant ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds additional_experiments field to AutoMlForecastingInputs ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
* Adds additional_experiments field to AutoMlTablesInputs ([#544](https://www.github.com/googleapis/python-aiplatform/issues/544)) ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
* Adds AutoscalingMetricSpec message ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds BigQuery output table field to batch prediction job output config ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds fields to Study message ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds JobState.JOB_STATE_EXPIRED constant ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds PipelineService methods for Create, Get, List, Delete, Cancel ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))
* Adds two new ModelType constants for Video Action Recognition training jobs ([8077b3d](https://www.github.com/googleapis/python-aiplatform/commit/8077b3d728b6e168c8aad41291dd90144ab75633))
* Removes AcceleratorType.TPU_V2 and TPU_V3 constants ([#543](https://www.github.com/googleapis/python-aiplatform/issues/543)) ([f3a3d03](https://www.github.com/googleapis/python-aiplatform/commit/f3a3d03c8509dc49c24139155a572dacbe954f66))


### Bug Fixes

* Handle nested fields from BigQuery source when getting default column_names ([#522](https://www.github.com/googleapis/python-aiplatform/issues/522)) ([3fc1d44](https://www.github.com/googleapis/python-aiplatform/commit/3fc1d44ac0acbb4f58088e7eeb16d85818af1125))
* log pipeline completion and raise pipeline failures ([#523](https://www.github.com/googleapis/python-aiplatform/issues/523)) ([2508fe9](https://www.github.com/googleapis/python-aiplatform/commit/2508fe9d8a75ac8b05f06a78589c657313bd1d3d))
* making the uploader depend on tensorflow-proper ([#499](https://www.github.com/googleapis/python-aiplatform/issues/499)) ([b95e040](https://www.github.com/googleapis/python-aiplatform/commit/b95e0406566879e8f71cefda72b41dc6fe4e578f))
* Set prediction client when listing Endpoints ([#512](https://www.github.com/googleapis/python-aiplatform/issues/512)) ([95639ee](https://www.github.com/googleapis/python-aiplatform/commit/95639ee1c2c9cb66624265383d4d27bed3ff7dbd))

### [1.1.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.1.0...v1.1.1) (2021-06-22)


### Features

* add cancel method to pipeline client ([#488](https://www.github.com/googleapis/python-aiplatform/issues/488)) ([3b19fff](https://www.github.com/googleapis/python-aiplatform/commit/3b19fff399b85c92e661eb83a48a4c6636423518))


### Bug Fixes

* check if training_task_metadata is populated before logging backingCustomJob ([#494](https://www.github.com/googleapis/python-aiplatform/issues/494)) ([2e627f8](https://www.github.com/googleapis/python-aiplatform/commit/2e627f876e1d7dd03e5d6bd2e81e6234e361a9df))


### Documentation

* omit mention of Python 2.7 in 'CONTRIBUTING.rst' ([#1127](https://www.github.com/googleapis/python-aiplatform/issues/1127)) ([#489](https://www.github.com/googleapis/python-aiplatform/issues/489)) ([cbc47f8](https://www.github.com/googleapis/python-aiplatform/commit/cbc47f862f291b00b85718498571e0c737cb26a6))


### Miscellaneous Chores

* release 1.1.1 ([1a38ce2](https://www.github.com/googleapis/python-aiplatform/commit/1a38ce2f9879e1c42c0c6b25b72bd4836e3a1f73))

## [1.1.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.0.1...v1.1.0) (2021-06-17)


### Features

* add aiplatform API Vizier service ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* add featurestore, index, metadata, monitoring, pipeline, and tensorboard services to aiplatform v1beta1 ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* add invalid_row_count to ImportFeatureValuesResponse and ImportFeatureValuesOperationMetadata ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* add pipeline client init and run to vertex AI ([1f1226f](https://www.github.com/googleapis/python-aiplatform/commit/1f1226fd8c745a7cd86c299fa0cfc2291947f3e7))
* add tensorboard support for CustomTrainingJob, CustomContainerTrainingJob, CustomPythonPackageTrainingJob ([#462](https://www.github.com/googleapis/python-aiplatform/issues/462)) ([8cfd611](https://www.github.com/googleapis/python-aiplatform/commit/8cfd61179af06232173b91b4d9fd633028823624))
* adds enhanced protos for time series forecasting ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* adds enhanced protos for time series forecasting ([#374](https://www.github.com/googleapis/python-aiplatform/issues/374)) ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* allow the prediction endpoint to be overridden ([#461](https://www.github.com/googleapis/python-aiplatform/issues/461)) ([c2cf612](https://www.github.com/googleapis/python-aiplatform/commit/c2cf61288326cad28ab474064b887687bc649d76))
* AutoMlImageSegmentationInputs.ModelType adds MOBILE_TF_LOW_LATENCY constant ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* AutoMlVideoClassificationInputs.ModelType adds MOBILE_JETSON_VERSATILE_1 constant ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* Expose additional attributes into Vertex SDK to close gap with GAPIC ([#477](https://www.github.com/googleapis/python-aiplatform/issues/477)) ([572a27c](https://www.github.com/googleapis/python-aiplatform/commit/572a27c7929e5686b61950e09e17134564987d50))
* ImageSegmentationPredictionResult.category_mask field changed to string data type ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* remove unsupported accelerator types ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* removes forecasting (time_series_forecasting proto) from public v1beta1 protos ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* removes unused protos from schema/ folders: schema/io_format.proto, schema/saved_query_metadata.proto ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* support additional_experiments for AutoML Tables and AutoML Forecasting ([#428](https://www.github.com/googleapis/python-aiplatform/issues/428)) ([b4211f2](https://www.github.com/googleapis/python-aiplatform/commit/b4211f2f60aead88107c08a18d30b0800b019593))
* support self-signed JWT flow for service accounts ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))


### Bug Fixes

* add async client to %name_%version/init.py ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* add target_column docstring ([#473](https://www.github.com/googleapis/python-aiplatform/issues/473)) ([c0543cd](https://www.github.com/googleapis/python-aiplatform/commit/c0543cdd1e9ba0efd18d7d1a442906938fc6db9a))
* configuring timeouts for aiplatform v1 methods ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* Enable MetadataStore to use credentials when aiplatfrom.init passed experiment and credentials. ([#460](https://www.github.com/googleapis/python-aiplatform/issues/460)) ([e7bf0d8](https://www.github.com/googleapis/python-aiplatform/commit/e7bf0d83d8bb0849a9bce886c958d13f5cbe5fab))
* exclude docs and tests from package ([#481](https://www.github.com/googleapis/python-aiplatform/issues/481)) ([b209904](https://www.github.com/googleapis/python-aiplatform/commit/b2099049484f66f4348ddd4448c676feecb0b46e))
* pass credentials to BQ and GCS clients ([#469](https://www.github.com/googleapis/python-aiplatform/issues/469)) ([481d172](https://www.github.com/googleapis/python-aiplatform/commit/481d172542ffd80e18f4fab5b01945be17d5e18c))
* remove display_name from FeatureStore ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* Remove URI attribute from Endpoint sample ([#478](https://www.github.com/googleapis/python-aiplatform/issues/478)) ([e3cbdd8](https://www.github.com/googleapis/python-aiplatform/commit/e3cbdd8322c854f526c8564f8bb61fb6525598d7))


### Documentation

* changes product name to Vertex AI ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* correct link to fieldmask ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))
* removes tinyurl links ([fdc968f](https://www.github.com/googleapis/python-aiplatform/commit/fdc968f49e89a5c7ca14692080c0ae7e8b6e0865))

### [1.0.1](https://www.github.com/googleapis/python-aiplatform/compare/v1.0.0...v1.0.1) (2021-05-21)


### Bug Fixes

* use resource name location when passed full resource name ([#421](https://www.github.com/googleapis/python-aiplatform/issues/421)) ([f40f322](https://www.github.com/googleapis/python-aiplatform/commit/f40f32289e1fbeb93b35e4b66f65d15528a6481c))

## [1.0.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.9.0...v1.0.0) (2021-05-19)


### Features

* add custom and hp tuning ([#388](https://www.github.com/googleapis/python-aiplatform/issues/388)) ([aab9e58](https://www.github.com/googleapis/python-aiplatform/commit/aab9e589426331bfe7ac3f6efa97109e0bd0db0d))
* add tensorboard support to custom job and hyperparameter tuning job ([#404](https://www.github.com/googleapis/python-aiplatform/issues/404)) ([fa9bc39](https://www.github.com/googleapis/python-aiplatform/commit/fa9bc3943df55bc0d077ba9b02101ae792a6fb57))


### Bug Fixes

* tb-gcp-uploader to show flags in "--help" correctly ([#409](https://www.github.com/googleapis/python-aiplatform/issues/409)) ([9f603dd](https://www.github.com/googleapis/python-aiplatform/commit/9f603dd57868d893cb3be6cf70686fdce2706a6c))


### Miscellaneous Chores

* release 1.0.0 ([#407](https://www.github.com/googleapis/python-aiplatform/issues/407)) ([a2d7b68](https://www.github.com/googleapis/python-aiplatform/commit/a2d7b68e4016965f6e3771053f77e1745b44c403))

## [0.9.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.8.0...v0.9.0) (2021-05-17)


### Features

* Add AutoML vision, Custom training job, and generic prediction samples ([#300](https://www.github.com/googleapis/python-aiplatform/issues/300)) ([cc1a708](https://www.github.com/googleapis/python-aiplatform/commit/cc1a7084f7715c94657d5a3b3374c0fc9a86a299))
* Add VPC Peering support to CustomTrainingJob classes ([#378](https://www.github.com/googleapis/python-aiplatform/issues/378)) ([56273f7](https://www.github.com/googleapis/python-aiplatform/commit/56273f7d1329a3404e58af4666297e6d6325f6ed))
* AutoML Forecasting, Metadata Experiment Tracking, Tensorboard uploader ([e94c9db](https://www.github.com/googleapis/python-aiplatform/commit/e94c9dbeac701390b25e6d70b0b0acc270636029))


### Bug Fixes

* **deps:** add packaging requirement ([#392](https://www.github.com/googleapis/python-aiplatform/issues/392)) ([47c1530](https://www.github.com/googleapis/python-aiplatform/commit/47c15300d6c8e879e1d7a10ad0c79e2bb4f18aee))
* enable aiplatform unit tests ([dcc459d](https://www.github.com/googleapis/python-aiplatform/commit/dcc459d55890961a8aa3cadb696c023a991eea05))
* rollback six to 1.15 ([#391](https://www.github.com/googleapis/python-aiplatform/issues/391)) ([066624b](https://www.github.com/googleapis/python-aiplatform/commit/066624b7c2ab3af281b7f63e47c990efbcd52673))

## [0.8.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.7.1...v0.8.0) (2021-05-11)


### Features

* Add export model ([#353](https://www.github.com/googleapis/python-aiplatform/issues/353)) ([12c5be4](https://www.github.com/googleapis/python-aiplatform/commit/12c5be4690b23375468af16b00790c106232f539))
* add mbsdk video dataset samples ([#307](https://www.github.com/googleapis/python-aiplatform/issues/307)) ([24d6920](https://www.github.com/googleapis/python-aiplatform/commit/24d6920a530995a3a5c6ad6b25d0b867f7aebe27))
* Add service account support to Custom Training and Model deployment ([#342](https://www.github.com/googleapis/python-aiplatform/issues/342)) ([b4b1b12](https://www.github.com/googleapis/python-aiplatform/commit/b4b1b12d735e7c40717bd9ff8f8fd330d5e83738))
* add services to aiplatform_v1beta1 ([#367](https://www.github.com/googleapis/python-aiplatform/issues/367)) ([beb4032](https://www.github.com/googleapis/python-aiplatform/commit/beb4032e2b8c62e65fabcd8ef7cc4cf3d90535a3))
* Added create_training_pipeline_custom_job_sample and create_training_pipeline_custom_training_managed_dataset_sample and fixed create_training_pipeline_image_classification_sample ([#343](https://www.github.com/googleapis/python-aiplatform/issues/343)) ([1c6b998](https://www.github.com/googleapis/python-aiplatform/commit/1c6b998d9145309d79712f494a2b00b50a9a9bf4))
* Added create_training_pipeline_custom_package_job_sample and create_training_pipeline_custom_container_job_sample and reworked create_training_pipeline_custom_job_sample ([#351](https://www.github.com/googleapis/python-aiplatform/issues/351)) ([7abf8ef](https://www.github.com/googleapis/python-aiplatform/commit/7abf8ef54c606aa1d1093490369bb797c22fc331))
* Added default AutoMLTabularTrainingJob column transformations ([#357](https://www.github.com/googleapis/python-aiplatform/issues/357)) ([4fce8c4](https://www.github.com/googleapis/python-aiplatform/commit/4fce8c42504c6c5b86025d728819f61284ac5eef))
* Added deploy_model_with_dedicated_resources_sample, deploy_model_with_automatic_resources_sample, upload_model and get_model samples ([#337](https://www.github.com/googleapis/python-aiplatform/issues/337)) ([ef4f6f8](https://www.github.com/googleapis/python-aiplatform/commit/ef4f6f8aa5f6a3eea5d9d88e4604410d97b1ef54))
* Added explain tabular samples ([#348](https://www.github.com/googleapis/python-aiplatform/issues/348)) ([c95d1ce](https://www.github.com/googleapis/python-aiplatform/commit/c95d1cebec0a3e2bf6a25a76700d46a42e65376c))
* **aiplatform:** Add support for setting User agent header ([#364](https://www.github.com/googleapis/python-aiplatform/issues/364)) ([d50d26d](https://www.github.com/googleapis/python-aiplatform/commit/d50d26d18b892767dcf2e37d30d85b2b405e2708))
* expose env var in cust training class run func args ([#366](https://www.github.com/googleapis/python-aiplatform/issues/366)) ([7ae28b8](https://www.github.com/googleapis/python-aiplatform/commit/7ae28b84b0b8dd7068f8c0d0303776098816fab0))
* MBSDK Tabular samples ([#338](https://www.github.com/googleapis/python-aiplatform/issues/338)) ([4241738](https://www.github.com/googleapis/python-aiplatform/commit/4241738bf93c34611b777e4926a939549eb4134e))
* update featurestore ([#377](https://www.github.com/googleapis/python-aiplatform/issues/377)) ([bc17163](https://www.github.com/googleapis/python-aiplatform/commit/bc17163449a428f2caf17b521add3dde0b5c4391))


### Bug Fixes

* Add all supported uCAIP GA regions ([#350](https://www.github.com/googleapis/python-aiplatform/issues/350)) ([5e14c59](https://www.github.com/googleapis/python-aiplatform/commit/5e14c5969c53e50712295aa0343e7622d5db629d))
* **aiplatform:** Fix doc formatting ([#359](https://www.github.com/googleapis/python-aiplatform/issues/359)) ([857f63d](https://www.github.com/googleapis/python-aiplatform/commit/857f63d475463189ebb89b25d0ca08d9544c3bf3))
* Bump google-cloud-storage min version to 1.32.0 ([#371](https://www.github.com/googleapis/python-aiplatform/issues/371)) ([6fda925](https://www.github.com/googleapis/python-aiplatform/commit/6fda9255493684bed3820f2c81dca5599872b8b6))
* default model_display_name to _CustomTrainingJob.display_name when model_serving_container_image_uri is provided ([#324](https://www.github.com/googleapis/python-aiplatform/issues/324)) ([a5fa7a2](https://www.github.com/googleapis/python-aiplatform/commit/a5fa7a224570901988e5e7579c46cc2b823caa9b))
* env formatiing ([#379](https://www.github.com/googleapis/python-aiplatform/issues/379)) ([6bc4c61](https://www.github.com/googleapis/python-aiplatform/commit/6bc4c612d5471911f82ee5ada9fb3a9307ee836f))
* remove Optional type hint on deploy ([#345](https://www.github.com/googleapis/python-aiplatform/issues/345)) ([79b0ab1](https://www.github.com/googleapis/python-aiplatform/commit/79b0ab13e6d08a12ac0a0971a8001e9ddb8baf56))

### [0.7.1](https://www.github.com/googleapis/python-aiplatform/compare/v0.7.0...v0.7.1) (2021-04-14)


### Bug Fixes

* fix list failing without order_by and local sorting ([#320](https://www.github.com/googleapis/python-aiplatform/issues/320)) ([06e99db](https://www.github.com/googleapis/python-aiplatform/commit/06e99db849d954344aeb8bdefde41d1884e36315))

## [0.7.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.6.0...v0.7.0) (2021-04-14)


### Features

* Add Custom Container Prediction support, move to single API endpoint ([#277](https://www.github.com/googleapis/python-aiplatform/issues/277)) ([ca7f6d6](https://www.github.com/googleapis/python-aiplatform/commit/ca7f6d64ea75349a841b53fe6ef6547942439e35))
* Add initial Model Builder SDK samples ([#265](https://www.github.com/googleapis/python-aiplatform/issues/265)) ([1230dc6](https://www.github.com/googleapis/python-aiplatform/commit/1230dc68a34c5b747186d31a25d1b8f40bf7a97e))
* Add list() method to all resource nouns ([#294](https://www.github.com/googleapis/python-aiplatform/issues/294)) ([3ec9386](https://www.github.com/googleapis/python-aiplatform/commit/3ec9386f8f766662c91922af66b8098ddfa1eb8f))
* add support for multiple client versions, change aiplatform from compat.V1BETA1 to compat.V1 ([#290](https://www.github.com/googleapis/python-aiplatform/issues/290)) ([89e3212](https://www.github.com/googleapis/python-aiplatform/commit/89e321246b6223a2355947d8dbd0161b84523478))
* Make aiplatform.Dataset private ([#296](https://www.github.com/googleapis/python-aiplatform/issues/296)) ([1f0d5f3](https://www.github.com/googleapis/python-aiplatform/commit/1f0d5f3e3f95ee5056545e9d4742b96e9380a22e))
* parse project location when passed full resource name to get apis ([#297](https://www.github.com/googleapis/python-aiplatform/issues/297)) ([674227d](https://www.github.com/googleapis/python-aiplatform/commit/674227d2e7ed4a4a4e180213dc1178dde7d65a3a))


### Bug Fixes

* add quotes to logged snippet ([0ecd0a8](https://www.github.com/googleapis/python-aiplatform/commit/0ecd0a8bbc5a2fc645877d0eb3b930e1b03a270a))
* make logging more informative during training ([#310](https://www.github.com/googleapis/python-aiplatform/issues/310)) ([9a4d991](https://www.github.com/googleapis/python-aiplatform/commit/9a4d99150a035b8dde7b4f9e72f25745af17b609))
* remove TPU from accelerator test cases ([57f4fcf](https://www.github.com/googleapis/python-aiplatform/commit/57f4fcf7637467f6176436f6d2e1f6c8be909c4a))

## [0.6.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.5.1...v0.6.0) (2021-03-22)


### Features

* add Vizier service ([#266](https://www.github.com/googleapis/python-aiplatform/issues/266)) ([e5c1b1a](https://www.github.com/googleapis/python-aiplatform/commit/e5c1b1a4909d701efeb27f29af43a95516c51475))


### Bug Fixes

* skip create data labeling job sample tests ([#254](https://www.github.com/googleapis/python-aiplatform/issues/254)) ([116a29b](https://www.github.com/googleapis/python-aiplatform/commit/116a29b1efcebb15bad14c3c36d3591c09ef10be))

### [0.5.1](https://www.github.com/googleapis/python-aiplatform/compare/v0.5.0...v0.5.1) (2021-03-01)


### Bug Fixes

* fix create data labeling job samples tests ([#244](https://www.github.com/googleapis/python-aiplatform/issues/244)) ([3c440de](https://www.github.com/googleapis/python-aiplatform/commit/3c440dea14ad4d04b05ebf17ba4bcb031fe95b3e))
* fix predict sample tests for proto-plus==1.14.2 ([#250](https://www.github.com/googleapis/python-aiplatform/issues/250)) ([b1c9d88](https://www.github.com/googleapis/python-aiplatform/commit/b1c9d88646f00b034e2576890406325db5384f10))
* fix update export model sample, and add sample test ([#239](https://www.github.com/googleapis/python-aiplatform/issues/239)) ([20b8859](https://www.github.com/googleapis/python-aiplatform/commit/20b88592da3dd7344c7053d7fe652115ed42e4aa))


### Documentation

* update index.rst to include v1 ([#246](https://www.github.com/googleapis/python-aiplatform/issues/246)) ([82193ef](https://www.github.com/googleapis/python-aiplatform/commit/82193ef401258b17fd20895e2b0f6c95a39a24a1))

## [0.5.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.4.0...v0.5.0) (2021-02-17)


### Features

* exposes v1 enhanced types and adds tests ([#226](https://www.github.com/googleapis/python-aiplatform/issues/226)) ([42b587d](https://www.github.com/googleapis/python-aiplatform/commit/42b587de2805b9efacb6e1eb5bf05e50ffb37797))
* LRO metadata ([#204](https://www.github.com/googleapis/python-aiplatform/issues/204)) ([2863dc0](https://www.github.com/googleapis/python-aiplatform/commit/2863dc0ba2337a0e997b95e2cb8669abd62635e3))
* moves manual enhanced lib edits outside of generated files ([#198](https://www.github.com/googleapis/python-aiplatform/issues/198)) ([a04a561](https://www.github.com/googleapis/python-aiplatform/commit/a04a5613cec36811db8768da5ea7c3229da3074b))
* updates python-aiplatform to v1 ([#212](https://www.github.com/googleapis/python-aiplatform/issues/212)) ([efc00ed](https://www.github.com/googleapis/python-aiplatform/commit/efc00ed6bb838dceaee7ad9469cc51d1500a365d))


### Bug Fixes

* correct text sentiment analysis sample ([#222](https://www.github.com/googleapis/python-aiplatform/issues/222)) ([0befde3](https://www.github.com/googleapis/python-aiplatform/commit/0befde36bfd4ff1b5161b7ceb3bb55f6e7d8ea37))
* **deps:** remove optional dependencies ([#187](https://www.github.com/googleapis/python-aiplatform/issues/187)) ([6589383](https://www.github.com/googleapis/python-aiplatform/commit/6589383f149fcf463d153fe76973bd874ff3967a))
* Fix sample test ([#215](https://www.github.com/googleapis/python-aiplatform/issues/215)) ([cdeb0ec](https://www.github.com/googleapis/python-aiplatform/commit/cdeb0ec30c334ff2b5d5e06bc976e824d6e18c04))
* reduces image size for test image ([#213](https://www.github.com/googleapis/python-aiplatform/issues/213)) ([3ed0e09](https://www.github.com/googleapis/python-aiplatform/commit/3ed0e0961f104762194d9ac598a81017ac9d2392))

## [0.4.0](https://www.github.com/googleapis/python-aiplatform/compare/v0.3.1...v0.4.0) (2021-01-08)


### Features

* add create_batch_prediction_job samples ([#67](https://www.github.com/googleapis/python-aiplatform/issues/67)) ([96a850f](https://www.github.com/googleapis/python-aiplatform/commit/96a850f2d24d7ae95f2cdec83a56362abecb85a2))
* add create_hyperparameter_tuning_job_python_package sample ([#76](https://www.github.com/googleapis/python-aiplatform/issues/76)) ([5155dee](https://www.github.com/googleapis/python-aiplatform/commit/5155dee5edd86fb700a91dfca01bddd4d6393410))
* add create_training_pipeline_custom_training_managed_dataset sample ([#75](https://www.github.com/googleapis/python-aiplatform/issues/75)) ([b012283](https://www.github.com/googleapis/python-aiplatform/commit/b012283c08cf8abc2974dc73ff7c2d3b8112a16b))
* add custom_job samples ([#69](https://www.github.com/googleapis/python-aiplatform/issues/69)) ([fb165b3](https://www.github.com/googleapis/python-aiplatform/commit/fb165b3632119b361a1936f367128f7146b49685))
* add data_labeling samples ([#78](https://www.github.com/googleapis/python-aiplatform/issues/78)) ([7daacd5](https://www.github.com/googleapis/python-aiplatform/commit/7daacd576dc96149c05e2908f276831337076316))
* add get_custom_job and get_hyperparameter_tuning_job samples ([#68](https://www.github.com/googleapis/python-aiplatform/issues/68)) ([26da7a7](https://www.github.com/googleapis/python-aiplatform/commit/26da7a7d4c1f5db2d2c3b2faedccbd9899c14a47))
* add schema namespace ([#140](https://www.github.com/googleapis/python-aiplatform/issues/140)) ([1cbd4a5](https://www.github.com/googleapis/python-aiplatform/commit/1cbd4a553fb8d035f687247ce87843167bf106ad))
* add video action recognition samples ([#77](https://www.github.com/googleapis/python-aiplatform/issues/77)) ([4c60ad6](https://www.github.com/googleapis/python-aiplatform/commit/4c60ad67dcd9026cb989d6e81dec4813cbae962f))
* Added tabular forecasting sample ([#156](https://www.github.com/googleapis/python-aiplatform/issues/156)) ([a23857b](https://www.github.com/googleapis/python-aiplatform/commit/a23857bc9be94c4a23ae7cf6f2eac75d8ea5ae95))
* Added tabular forecasting samples ([#128](https://www.github.com/googleapis/python-aiplatform/issues/128)) ([69fc7fd](https://www.github.com/googleapis/python-aiplatform/commit/69fc7fd415e1b404530fd3e2881a94c0441791cf))
* adds function/method enhancements, demo samples ([#122](https://www.github.com/googleapis/python-aiplatform/issues/122)) ([1a302d2](https://www.github.com/googleapis/python-aiplatform/commit/1a302d232d868a96bf6a41cbf92a550edcdb0673))
* adds text batch prediction samples ([#82](https://www.github.com/googleapis/python-aiplatform/issues/82)) ([ad09c29](https://www.github.com/googleapis/python-aiplatform/commit/ad09c29c1685a904966e34894c1c4ea77baa2425))
* initial generation of enhanced types ([#102](https://www.github.com/googleapis/python-aiplatform/issues/102)) ([5ddbf16](https://www.github.com/googleapis/python-aiplatform/commit/5ddbf16f35234dc1781de9d17310a345ac1524de))
* update create_training_pipeline samples ([#142](https://www.github.com/googleapis/python-aiplatform/issues/142)) ([624a08d](https://www.github.com/googleapis/python-aiplatform/commit/624a08d65c2088c0d5272a7b1b88983a8c7e6284))
* xai samples ([#83](https://www.github.com/googleapis/python-aiplatform/issues/83)) ([5cf3859](https://www.github.com/googleapis/python-aiplatform/commit/5cf38596d115da63cdddc8958b6ae8f455bdb9a6))


### Bug Fixes

* blacken on library, test files ([#135](https://www.github.com/googleapis/python-aiplatform/issues/135)) ([53cdbab](https://www.github.com/googleapis/python-aiplatform/commit/53cdbabdef6bd10488f49d0c3ed6f05149af32a6))
* predict image samples params ([#150](https://www.github.com/googleapis/python-aiplatform/issues/150)) ([7983b44](https://www.github.com/googleapis/python-aiplatform/commit/7983b448158cf8166ada54c60fb896d5658a2162))


### Documentation

* update readme ([#81](https://www.github.com/googleapis/python-aiplatform/issues/81)) ([19dc31a](https://www.github.com/googleapis/python-aiplatform/commit/19dc31a7e63ec112e9d0dc72e22db04910137d07))

### [0.3.1](https://www.github.com/googleapis/python-aiplatform/compare/v0.3.0...v0.3.1) (2020-11-13)


### Features

* add samples ([#56](https://www.github.com/googleapis/python-aiplatform/issues/56)) ([53cc5f5](https://www.github.com/googleapis/python-aiplatform/commit/53cc5f51bf3845fe688ee7b7a0494ff42c549f69))

## 0.3.0 (2020-11-05)


### Features

* generate v1beta1 ([e80a4fc](https://www.github.com/googleapis/python-aiplatform/commit/e80a4fcbdc84bdd76b159520c93943ada88c7210))
* python-aiplatform beta library ([#39](https://www.github.com/googleapis/python-aiplatform/issues/39)) ([81366dc](https://www.github.com/googleapis/python-aiplatform/commit/81366dcec173ed1e63b17e242c1ef74f623dd31b))
* regenerate v1beta1 ([#4](https://www.github.com/googleapis/python-aiplatform/issues/4)) ([4ddc426](https://www.github.com/googleapis/python-aiplatform/commit/4ddc426a6b4b8cd319fa885e363c94b35ef777d9))


### Bug Fixes

* re-add py sessions to noxfile ([#22](https://www.github.com/googleapis/python-aiplatform/issues/22)) ([3c713d5](https://www.github.com/googleapis/python-aiplatform/commit/3c713d5cf47bf343bf53583296daed6161d4f4ed))
