1.2.0 (2021-07-14)
- 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)
- 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)
- release 1.1.1 (1a38ce2)
1.1.0 (2021-06-17)
- 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)
- 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)
- changes product name to Vertex AI (fdc968f)
- correct link to fieldmask (fdc968f)
- removes tinyurl links (fdc968f)
1.0.1 (2021-05-21)
1.0.0 (2021-05-19)
- add custom and hp tuning (#388) (aab9e58)
- add tensorboard support to custom job and hyperparameter tuning job (#404) (fa9bc39)
0.9.0 (2021-05-17)
- 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)
- deps: add packaging requirement (#392) (47c1530)
- enable aiplatform unit tests (dcc459d)
- rollback six to 1.15 (#391) (066624b)
0.8.0 (2021-05-11)
- 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)
- 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)
0.7.0 (2021-04-14)
- 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)
- 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)
0.5.1 (2021-03-01)
- 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)
0.5.0 (2021-02-17)
- 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)
- 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)
- 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)