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)