Changelog

1.2.0 (2021-07-14)

Features

• Add additional_experiments field to AutoMlTablesInputs (#540) (96ee726)

• add always_use_jwt_access (#498) (6df4866)

• add explain get_metadata function for tf2. (#507) (f6f9a97)

• Add structure for XAI explain (from XAI SDK) (#502) (cb9ef11)

• Add two new ModelType constants for Video Action Recognition training jobs (96ee726)

• Adds AcceleratorType.NVIDIA_TESLA_A100 constant (f3a3d03)

• Adds additional_experiments field to AutoMlForecastingInputs (8077b3d)

• Adds additional_experiments field to AutoMlTablesInputs (#544) (8077b3d)

• Adds AutoscalingMetricSpec message (f3a3d03)

• Adds BigQuery output table field to batch prediction job output config (f3a3d03)

• Adds fields to Study message (f3a3d03)

• Adds JobState.JOB_STATE_EXPIRED constant (f3a3d03)

• Adds PipelineService methods for Create, Get, List, Delete, Cancel (f3a3d03)

• Adds two new ModelType constants for Video Action Recognition training jobs (8077b3d)

• Removes AcceleratorType.TPU_V2 and TPU_V3 constants (#543) (f3a3d03)

Bug Fixes

• Handle nested fields from BigQuery source when getting default column_names (#522) (3fc1d44)

• log pipeline completion and raise pipeline failures (#523) (2508fe9)

• making the uploader depend on tensorflow-proper (#499) (b95e040)

• Set prediction client when listing Endpoints (#512) (95639ee)

1.1.1 (2021-06-22)

Features

• add cancel method to pipeline client (#488) (3b19fff)

Bug Fixes

• check if training_task_metadata is populated before logging backingCustomJob (#494) (2e627f8)

Documentation

• omit mention of Python 2.7 in ‘CONTRIBUTING.rst’ (#1127) (#489) (cbc47f8)

Miscellaneous Chores

• release 1.1.1 (1a38ce2)

1.1.0 (2021-06-17)

Features

• add aiplatform API Vizier service (fdc968f)

• add featurestore, index, metadata, monitoring, pipeline, and tensorboard services to aiplatform v1beta1 (fdc968f)

• add invalid_row_count to ImportFeatureValuesResponse and ImportFeatureValuesOperationMetadata (fdc968f)

• add pipeline client init and run to vertex AI (1f1226f)

• add tensorboard support for CustomTrainingJob, CustomContainerTrainingJob, CustomPythonPackageTrainingJob (#462) (8cfd611)

• adds enhanced protos for time series forecasting (fdc968f)

• adds enhanced protos for time series forecasting (#374) (fdc968f)

• allow the prediction endpoint to be overridden (#461) (c2cf612)

• AutoMlImageSegmentationInputs.ModelType adds MOBILE_TF_LOW_LATENCY constant (fdc968f)

• AutoMlVideoClassificationInputs.ModelType adds MOBILE_JETSON_VERSATILE_1 constant (fdc968f)

• Expose additional attributes into Vertex SDK to close gap with GAPIC (#477) (572a27c)

• ImageSegmentationPredictionResult.category_mask field changed to string data type (fdc968f)

• remove unsupported accelerator types (fdc968f)

• removes forecasting (time_series_forecasting proto) from public v1beta1 protos (fdc968f)

• removes unused protos from schema/ folders: schema/io_format.proto, schema/saved_query_metadata.proto (fdc968f)

• support additional_experiments for AutoML Tables and AutoML Forecasting (#428) (b4211f2)

• support self-signed JWT flow for service accounts (fdc968f)

Bug Fixes

• add async client to %name_%version/init.py (fdc968f)

• add target_column docstring (#473) (c0543cd)

• configuring timeouts for aiplatform v1 methods (fdc968f)

• Enable MetadataStore to use credentials when aiplatfrom.init passed experiment and credentials. (#460) (e7bf0d8)

• exclude docs and tests from package (#481) (b209904)

• pass credentials to BQ and GCS clients (#469) (481d172)

• remove display_name from FeatureStore (fdc968f)

• Remove URI attribute from Endpoint sample (#478) (e3cbdd8)

Documentation

• changes product name to Vertex AI (fdc968f)

• correct link to fieldmask (fdc968f)

• removes tinyurl links (fdc968f)

1.0.1 (2021-05-21)

Bug Fixes

• use resource name location when passed full resource name (#421) (f40f322)

1.0.0 (2021-05-19)

Features

• add custom and hp tuning (#388) (aab9e58)

• add tensorboard support to custom job and hyperparameter tuning job (#404) (fa9bc39)

Bug Fixes

• tb-gcp-uploader to show flags in “–help” correctly (#409) (9f603dd)

Miscellaneous Chores

• release 1.0.0 (#407) (a2d7b68)

0.9.0 (2021-05-17)

Features

• Add AutoML vision, Custom training job, and generic prediction samples (#300) (cc1a708)

• Add VPC Peering support to CustomTrainingJob classes (#378) (56273f7)

• AutoML Forecasting, Metadata Experiment Tracking, Tensorboard uploader (e94c9db)

Bug Fixes

• deps: add packaging requirement (#392) (47c1530)

• enable aiplatform unit tests (dcc459d)

• rollback six to 1.15 (#391) (066624b)

0.8.0 (2021-05-11)

Features

• Add export model (#353) (12c5be4)

• add mbsdk video dataset samples (#307) (24d6920)

• Add service account support to Custom Training and Model deployment (#342) (b4b1b12)

• add services to aiplatform_v1beta1 (#367) (beb4032)

• 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) (1c6b998)

• 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) (7abf8ef)

• Added default AutoMLTabularTrainingJob column transformations (#357) (4fce8c4)

• Added deploy_model_with_dedicated_resources_sample, deploy_model_with_automatic_resources_sample, upload_model and get_model samples (#337) (ef4f6f8)

• Added explain tabular samples (#348) (c95d1ce)

• aiplatform: Add support for setting User agent header (#364) (d50d26d)

• expose env var in cust training class run func args (#366) (7ae28b8)

• MBSDK Tabular samples (#338) (4241738)

• update featurestore (#377) (bc17163)

Bug Fixes

• Add all supported uCAIP GA regions (#350) (5e14c59)

• aiplatform: Fix doc formatting (#359) (857f63d)

• Bump google-cloud-storage min version to 1.32.0 (#371) (6fda925)

• default model_display_name to _CustomTrainingJob.display_name when model_serving_container_image_uri is provided (#324) (a5fa7a2)

• env formatiing (#379) (6bc4c61)

• remove Optional type hint on deploy (#345) (79b0ab1)

0.7.1 (2021-04-14)

Bug Fixes

• fix list failing without order_by and local sorting (#320) (06e99db)

0.7.0 (2021-04-14)

Features

• Add Custom Container Prediction support, move to single API endpoint (#277) (ca7f6d6)

• Add initial Model Builder SDK samples (#265) (1230dc6)

• Add list() method to all resource nouns (#294) (3ec9386)

• add support for multiple client versions, change aiplatform from compat.V1BETA1 to compat.V1 (#290) (89e3212)

• Make aiplatform.Dataset private (#296) (1f0d5f3)

• parse project location when passed full resource name to get apis (#297) (674227d)

Bug Fixes

• add quotes to logged snippet (0ecd0a8)

• make logging more informative during training (#310) (9a4d991)

• remove TPU from accelerator test cases (57f4fcf)

0.6.0 (2021-03-22)

Features

• add Vizier service (#266) (e5c1b1a)

Bug Fixes

• skip create data labeling job sample tests (#254) (116a29b)

0.5.1 (2021-03-01)

Bug Fixes

• fix create data labeling job samples tests (#244) (3c440de)

• fix predict sample tests for proto-plus==1.14.2 (#250) (b1c9d88)

• fix update export model sample, and add sample test (#239) (20b8859)

Documentation

• update index.rst to include v1 (#246) (82193ef)

0.5.0 (2021-02-17)

Features

• exposes v1 enhanced types and adds tests (#226) (42b587d)

• LRO metadata (#204) (2863dc0)

• moves manual enhanced lib edits outside of generated files (#198) (a04a561)

• updates python-aiplatform to v1 (#212) (efc00ed)

Bug Fixes

• correct text sentiment analysis sample (#222) (0befde3)

• deps: remove optional dependencies (#187) (6589383)

• Fix sample test (#215) (cdeb0ec)

• reduces image size for test image (#213) (3ed0e09)

0.4.0 (2021-01-08)

Features

• add create_batch_prediction_job samples (#67) (96a850f)

• add create_hyperparameter_tuning_job_python_package sample (#76) (5155dee)

• add create_training_pipeline_custom_training_managed_dataset sample (#75) (b012283)

• add custom_job samples (#69) (fb165b3)

• add data_labeling samples (#78) (7daacd5)

• add get_custom_job and get_hyperparameter_tuning_job samples (#68) (26da7a7)

• add schema namespace (#140) (1cbd4a5)

• add video action recognition samples (#77) (4c60ad6)

• Added tabular forecasting sample (#156) (a23857b)

• Added tabular forecasting samples (#128) (69fc7fd)

• adds function/method enhancements, demo samples (#122) (1a302d2)

• adds text batch prediction samples (#82) (ad09c29)

• initial generation of enhanced types (#102) (5ddbf16)

• update create_training_pipeline samples (#142) (624a08d)

• xai samples (#83) (5cf3859)

Bug Fixes

• blacken on library, test files (#135) (53cdbab)

• predict image samples params (#150) (7983b44)

Documentation

• update readme (#81) (19dc31a)

0.3.1 (2020-11-13)

Features

• add samples (#56) (53cc5f5)

0.3.0 (2020-11-05)

Features

• generate v1beta1 (e80a4fc)

• python-aiplatform beta library (#39) (81366dc)

• regenerate v1beta1 (#4) (4ddc426)

Bug Fixes

• re-add py sessions to noxfile (#22) (3c713d5)