v1.19.1

1.19.1 (2022-12-09)

Features

• Add explanationSpec to TrainingPipeline-based custom jobs (957703f)

Bug Fixes

• Add pre-built container(tf2-gpu-2-1) to the container URI list (cdd557e)
• Fix bug that broke profiler with '0-rc2' tensorflow versions. (8779df5)
• Fixed argument name in UnmanagedContainerModel (d876b3a)

Documentation

• Add a sample for create_tensorboard. (52656ca)
• Fix Experiment resource name format docstring. (f8e5842)
• Fix get Experiment data frame sample (24e1465)
• Update docstrings for "data_item_labels" in dataset (b2f8c42)
• Update README fix product doc link (43a2679)

Miscellaneous Chores

• Release 1.19.1 (f01867f)

v1.19.0

1.19.0 (2022-11-17)

Features

• Add Feature Store: Streaming Ingestion (write_feature_values()) and introduce Preview namespace to Vertex SDK (bae0315)
• Add annotation_labels to ImportDataConfig in aiplatform v1 dataset.proto (43e2805)
• Add bq_dataset_id parameter to batch_serve_to_df (bb72562)
• Add support for ordery_by in Metadata SDK list methods for Artifact, Execution and Context. (2377606)
• Support global network parameter. (c7f57ad)

Bug Fixes

• Correct data file gcs path for import_data_text_sentiment_analysis_sample test (86df4b5)
• Print error for schema classes (13e2165)

Documentation

• Update README with new link for AI Platform API (35b83d9)

v1.18.3

🤖 I have created a release beep boop

1.18.3 (2022-11-01)

Documentation

• Add a sample for get_experiment_run_artifacts (7266352)

v1.18.2

1.18.2 (2022-10-20)

Bug Fixes

• Added proto message conversion to MDMJob.update fields (#1718) (9e77c61)
• Log_classification_metrics (#1742) (3588526)
• PipelineJob should only pass bearer tokens for AR URIs (b43851c)

Documentation

• Fix create experiment sample (#1716) (cba7fbf)
• Resurface googleapis.dev and prediction docs (#1724) (24f0c6f)
• samples: Improve docstring of Vertex AI Python SDK Model Registry samples (#1705) (f97e90f)

v1.18.1

1.18.1 (2022-10-10)

Bug Fixes

• deps: Allow protobuf 3.19.5 (#1720) (83e3b7c)

v1.18.0

1.18.0 (2022-10-03)

Features

• Add deleteFeatureValues in aiplatform v1beta1 featurestore_service.proto (#1670) (9a506ee)
• Add model_source_info to Model in aiplatform v1beta1 model.proto (#1691) (876fb2a)
• Add support for HTTPS URI pipeline templates (#1683) (926d0b6)
• Add support for V1 and V2 classification models for the V1Beta2 API (#1680) (1cda4b4)
• Support complex metrics in Vertex Experiments (#1698) (ed0492e)

Bug Fixes

• deps: Require protobuf >= 3.20.2 (#1699) (c5c77ad)
• Fix endpoint parsing in ModelDeploymentMonitoringJob.update (#1671) (186872d)
• Project/location parsing for nested resources (#1700) (9e1d796)
• Show inherited SDK methods in pydoc (#1707) (2b7583b)

Documentation

• Fix typos (#1709) (5fe515c)

v1.17.1

1.17.1 (2022-09-15)

Features

• Add enable_simple_view to PipelineJob.list() (#1614) (627fdf9)
• Add eval metrics types to get_experiment_df (#1648) (944b03f)
• Adding Python 3.10 support + updating google-vizier version (#1644) (f4766dc)

Miscellaneous Chores

• Release 1.17.1 (#1668) (b54d659)

v1.17.0

1.17.0 (2022-09-07)

Features

• Add input artifact when creating a pipeline (#1593) (2cf9fe6)
• Add model_monitoring_stats_anomalies,model_monitoring_status to BatchPredictionJob in aiplatform v1beta1 batch_prediction_job.proto (#1621) (0a1f4e9)
• Add read_mask to ListPipelineJobsRequest in aiplatform v1 pipeline_service (#1589) (9e19a40)
• Add samples for get execution input and output artifacts (#1585) (eb5a4b6)
• Add support for SDK Method metrics tracking via _USER_AGENT_SDK… (#1591) (28e56ef)
• Support filters in matching engine vector matching (#1608) (d591d3e)
• Support model monitoring for batch prediction in Vertex SDK (#1570) (bbec998)
• Support raw_predict for Endpoint (#1620) (cc7c968)
• Support ResourceName with Version. (#1609) (737dc2b)
• Update the samples of hyperparameter tuning in the public doc (#1600) (653b759)

Bug Fixes

• deps: Allow protobuf < 5.0.0 (#1587) (3d3e0aa)
• deps: require proto-plus >= 1.22.0 (3d3e0aa)
• Log_metrics docstring error (#1588) (0385c4c)
• Study.list() method (#1594) (47eb0ae)
• Update Model.list_model_evaluations and get_model_evaluation to use the provided version (#1616) (8fb836b)

Documentation

• ExperimentRun docstring and end_run kwarg (#1649) (075a6c2)
• Remove TODOs from docs (#1513) (406ed84)
• samples: Add AutoML image classification sample (#923) (677b311)
• samples: Add Model Registry samples to Vertex AI Python SDK (#1602) (72fd36d)
• samples: Added seq2seq sample (#1595) (4e7175f)

v1.16.1

1.16.1 (2022-08-02)

Features

• Add google.ClassificationMetrics, google.RegressionMetrics, and google.Forecasting Metrics (#1549) (3526b3e)
• added support for conditional parameters in hyperparameter tuning (#1544) (744cc38)
• SDK support for model monitoring (#1249) (18c88d1)
• support case insensitive match on search facets (#1523) (cb4d405)
• Vertex Vizier support in SDK. (#1434) (b63b3ba)

Bug Fixes

• Correct docstring in Dataset classes (#1553) (caebb47)

Miscellaneous Chores

• release 1.16.1 (#1568) (4437cdd)

v1.16.0

1.16.0 (2022-07-27)

Features

• Add metadata SDK sample for delete method. (#1530) (46aa9b5)
• Add metadata SDK samples for list artifact and list execution (#1514) (c0d01f1)
• Add Metadata SDK support and samples for get method (#1516) (d442248)
• Add samples for Metadata context list, get, and create (#1525) (d913e1d)
• Change the Metadata SDK _Context class to an external class (#1519) (95b107c)
• Refactor schema classes to subclass from _Resource (#1536) (93002e8)
• Support custom containers in CustomJob.from_local_script (#1483) (be0b7e1)
• Vertex AI Prediction Custom Prediction Routine (34bbd0a)

Bug Fixes

• Fixed getting the output GCS bucket in PipelineJob.submit (#1542) (69d6c7d)
• Pass the PipelineJob credentials to create_gcs_bucket_for_pipeline_artifacts_if_it_does_not_exist (#1537) (b53e2b5)