github Azure/azure-sdk-for-python azure-ai-ml_1.5.0

latest releases: azure-ai-ml_1.22.1, azure-ai-evaluation_1.0.0, azure-storage-file-datalake_12.18.0...
20 months ago

1.5.0 (2023-03-20)

Features Added

  • Added support for tags on Compute Resources.
  • Added support for promoting data asset from a workspace to a registry
  • Added support for registering named asset from job output or node output by specifying name and version settings.
  • Added support for data binding on outputs inside dynamic arguments for dsl pipeline
  • Added support for serverless compute in pipeline, command, automl and sweep job
  • Added support for job_tier and priority in standalone job
  • Added support for passing locations via command function and set it to JobResourceConfiguration.locations
  • Added support for modifying SSH key values after creation on Compute Resources.
  • Added WorkspaceConnection types s3, snowflake, azure_sql_db, azure_synapse_analytics, azure_my_sql_db, azure_postgres_db
  • Added WorkspaceConnection auth type access_key for s3
  • Added DataImport class and DataOperations.import_data.
  • Added DataOperations.list_materialization_status - list status of data import jobs that create asset versions via asset name.

Bugs Fixed

  • Fix experiment name wrongly set to 'Default' when schedule existing job.
  • Error message improvement when a local path fails to match with data asset type.
  • Error message improvement when an asset does not exist in a registry
  • Fix an issue when submit spark pipeline job with referring a registered component
  • Fix an issue that prevented Job.download from downloading the output of a BatchJob

Other Changes

  • Added dependency on azure-mgmt-resource
  • Added dependency on azure-mgmt-resourcegraph
  • Added dependency on opencensus-ext-azure<2.0.0
  • Update job types to use MFE Dec preview rest objects.
  • Added classifiers for Python version 3.11.
  • Added warning for reserved keywords in IO names in pipeline job nodes.
  • Added telemetry logging for SDK Jupyter Notebook scenarios with opt-out option (see README.md)

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