Visual Studio Code > Azure > Azure Machine Learning > Changelog

Version 1.2.0

  • Release date: October 8th, 2024
  • Improvements to telemetry to diagnose issues with proxies.

Version 1.0.0

  • Release date: August 5th, 2024
  • General Availability release.

Version 0.50.0

  • Release date: July 22nd, 2024
  • Minor bug fixes

Version 0.48.0

  • Release date: March 8th, 2024
  • Updates related to the latest Jupyter Extension API.

Version 0.46.1

  • Release date: February 21st, 2024
  • Bug fix to ensure Azure ML extension activates correctly when used on vscode.dev.

Version 0.46.0

  • Release date: February 12th, 2024
  • Changing Azure ML Remote extension to a dependency instead of extension pack for better extension management experience.

Version 0.44.1

  • Release date: January 24th, 2024
  • Bug fixes related to authentication provider change in 0.44.0.
  • Updating to the latest Jupyter Extension API.

Version 0.44.0

  • Release date: January 10th, 2024
  • Changing the authentication method from Azure Account extension to the built-in Microsoft Authentication provider for Visual Studio Code. Users may have to log in again to their accounts. Our apologies for the inconvenience.

Version 0.42.0

  • Release date: December 15th, 2023
  • Bug fixes.

Version 0.40.0

  • Release date: November 21st, 2023
  • Updated log-in panel using Welcome Views when not signed in to Azure
  • Bug fixes

Version 0.38.0

  • Release date: October 18th, 2023
  • Bug fixes and improvements when picking an Azure ML Compute Instance for Jupyter Notebooks.
  • General bug fixes.

Version 0.36.0

  • Release date: September 7th, 2023
  • Experience improvements in notebooks when connected to a compute instance.
  • Improvements to error messages.
  • Bug fixes.

Version 0.34.0

  • Release date: August 9th, 2023
  • Adding a prompt to provide feedback when connecting to an Azure ML compute in VS Code for Web.
  • Improvements to the login and default workspace prompts in VS Code for Web connections.
  • Adding an informational prompt about autosave behavior in a desktop remote connection.
  • Adding resource group name in the description of workspace quick picks to avoid confusion between workspaces with identical names.
  • Improving behavior for tree refreshes.

Version 0.32.2

  • Release date: May 1st, 2023
  • Connect to the same kernel session from Azure ML Studio when opening the active notebook in a remote compute instance connection.
  • Show a notification when the compute instance will shut down during a remote connection.
  • Improve the performance and reliability of Experiment and Run auto refresh.
  • Update the icons for Job status and loading in the extension.
  • Ensure that python script is saved before running a command job.
  • Changing compute instance capitalization for consistency.

Version 0.30.3

  • Release date: April 14th, 2023
  • Bug fix for connecting to multiple Interactive Job sessions at the same time.

Version 0.30.2

  • Release date: April 3rd, 2023
  • Bug fix for connecting to an Interactive Job in some cases.

Version 0.30.0

  • Release date: March 28th, 2023
  • Improvements to Jupyter server selector and default workspace when connected to a Compute Instance or Interactive Job.
  • Bug fix to provide display name and detail when selecting Compute Instances in notebook server selector.

Version 0.28.0

  • Release date: March 3rd, 2023
  • Fix for "Subscription not found" error when logging out
  • Fixing how the Azure ML Compute Instances option appears in the VS Code Jupyter Kernel Provider list
  • Avoid showing "Azure ML: Create Job" context menu item in Notebooks
  • Telemetry improvements

Version 0.26.0

  • Release date: February 2nd, 2023
  • Improvements to YAML editing experience by providing completions for the VM Size property for computes (coming soon).
  • Supporting new types of YAML files including various AutoML jobs and MLTable.
  • Improving the speed of executing "Execute YAML" commands with the Azure CLI.

Version 0.24.0

  • Release date: December 5th, 2022
  • Improvements to YAML editing experience, including local path completions and ARM id formats.
  • Improvement to behavior when not logged in to avoid log in prompt that blocks Notebook UI, Python file editing.
  • Telemetry improvements.

Version 0.22.0

  • Release date: October 28th, 2022
  • Updates to support of AzureML data assets, including archive dataset containers.
  • Improved pagination for legacy experiments.
  • Enabling extension for use in VS Code for Web when installed on a remote server (e.g. connection to a Compute Instance or in Codespaces)

Version 0.20.0

  • Release date: September 29th, 2022
  • Bug fixes
  • Improved activation and startup performance, extension is no longer activated on Python or Jyputer(ipynb) files.
  • New logs and outputs format for Jobs
  • Updated tree labels to change Datasets to Data and Experiments to Jobs

Version 0.18.0

  • Release date: September 8th, 2022
  • Bug fixes, including Unknown error when retrieving subscriptions.
  • Reducing excessive refreshes of Azure Machine Learning resource caches and adding a command to manually refresh assets.
  • Telemetry updates

Version 0.16.0

  • Release date: August 4th, 2022
  • Bug fixes
  • Telemetry updates

Version 0.14.0

  • Release date: July 6th, 2022
  • Improving editing experience for paths in Azure Machine Learning CLI YAML config files.
  • The status of a Compute Instance will now refresh when connecting to the compute instance.

Version 0.12.0

  • Release date: June 8th, 2022
  • Adding support for viewing deployments for an online or batch endpoint in the tree view and authoring deployment Azure Machine Learning CLI YAML config files.
  • Improving editing experience when referencing the latest version of an environment in YAML files.

Version 0.10.0

  • Release date: May 5th, 2022
  • Adding prerelease nightly builds.
  • Rename Dataset to Data to support latest Azure Machine Learning CLI.
  • Fixing missing telemetry data.
  • Improving experience when opening a remote connection and the Azure account is different from the account in Azure Machine Learning Studio.
  • Changing behavior to avoid opening old windows when connecting to a Compute Instance from the Studio.
  • Improvements when canceling login.

Version 0.8.2

  • Release date: April 8th, 2022
  • Fixing issue for workspaces that allow public access when behind a VNet.

Version 0.8.1

  • Release date: April 4th, 2022
  • Fixing issue for multi-tenant users.

Version 0.8.0

  • Release date: March 31st, 2022
  • Removing extra prompts to trust workspaces during remote connections.
  • Improving error messages and helping users know when to reload the window during remote connections.
  • Improving connection time by not waiting for Jupyter and Python extensions to load when this extension loads.
  • Removing Azure Machine Learning 1.0 CLI and API integration to better support Azure Machine Learning 2.0 CLI.
  • Bug fixes and improvements.

Version 0.6.28

  • Release date: February 2nd, 2022
  • Support for latest version of Visual Studio Code.
  • Bug fixes and improvements.

Version 0.6.27

  • Release date: November 8th, 2021
  • Support remote connection on new CI's

Version 0.6.26

  • Release date: October 29th, 2021
  • Support for the latest preview version of the CLI extension for Azure Machine Learning
  • Improvements to Azure ML YAML config file editing experience

Version 0.6.25

  • Release date: August 24th, 2021
  • Fix for schema loading issues in Azure ML YAML Config files
  • Extension size improvements
  • Bug fixes in interactive jobs

Version 0.6.24

  • Release date: July 13th, 2021
  • Release status: Public preview
  • Interactive jobs support

Version 0.6.23

  • Release date: May 20th, 2021
  • Release status: Public preview
  • Improvements to support Azure Machine Learning 2.0 CLI editing experience and commands.

Version 0.6.22

  • Release date: April 2nd, 2021
  • Release status: Public preview
  • Bug fixes and improvements.

Version 0.6.21

  • Release date: March 26th, 2021
  • Release status: Public preview
  • Improvements when creating vNext jobs using Azure ML CLI schemas. Users now receive suggestions and validation based on their selected workspace and resources.

Version 0.6.20

  • Release date: February 11th, 2021
  • Release status: Public preview
  • Bug fixes and improvements

Version 0.6.19

  • Release date: December 16th, 2020
  • Release status: Public preview
  • Experimental feature to help users create vNext jobs using Azure ML CLI schema
  • Bug fixes and improvements

Version 0.6.18

  • Release date: December 2nd, 2020
  • Release status: Public preview
  • YAML language support including schema validation, completion etc.
  • Azure ML snippets in Python files
  • Base telemetry for remote connection to compute instances experience

Version 0.6.17

  • Release date: November 25th, 2020
  • Release status: Public preview
  • Bug fixes and improvements

Version 0.6.16

  • Release date: September 29th, 2020
  • Release status: Public preview
  • Users can now debug their experiment runs in Visual Studio Code when selecting 'local' as the compute.

Version 0.6.15

  • Release date: September 22th, 2020
  • Release status: Public preview
  • Removed option to create enterprise workspaces, which are no longer supported by the service.

Version 0.6.14

  • Release date: August 23th, 2020
  • Release status: Public preview
  • Users can now connect Jupyter notebooks to remote compute instances.
  • Users can create datasets from existing Azure blob data stores by selecting a path in a dropdown quickpick.

Version 0.6.13

  • Release date: June 24th, 2020
  • Release status: Public preview
  • Tabular datasets can now be previewed by right-clicking on the node in the tree and selecting "Preview Dataset".
  • Compute instances can now be created, deleted, started, stopped in the extension. Users can learn how to connect to SSH-enabled compute instances when they create them.

Version 0.6.12

  • Release date: May 28th, 2020
  • Release status: Public preview
  • Fixed bugs in dataset registration that prevented tabular datasets from being properly parsed into columns.
  • Fixed translation bugs.

Version 0.6.11

  • Release date: April 30th, 2020
  • Release status: Public preview
  • Added support for managing datastores and datasets and specifying them during experiment runs.
  • Improved editor experience for viewing read-only data (like compute properties).
  • Allowing users to switch focus while still editing JSON files that confirm submissions.
  • Bug fixes

Version 0.6.10

  • Release date: March 12th, 2020
  • Release status: Public preview
  • Added support for managing environments and specifying them during experiment runs.
  • Improved handling of dependent resources when deleting a workspace.
  • Bug fixes

Version 0.6.9

  • Release date: February 18th, 2020
  • Release status: Public preview
  • Improved experience for creating computes and workspaces by allowing users to go back to previous steps to modify choices.
  • Fixed issue that prevented paginated results from showing properly.
  • Fixed issue that affected the VM size that users selected for newly created compute resources.

Version 0.6.8

  • Release date: December 5th, 2019
  • Release status: Public preview
  • Added support for downloading and streaming logs from experiment runs.
  • Fixed issue that prevented the AML resources tree from showing all results for long lists of resources.

Version 0.6.7

  • Release date: November 4th, 2019
  • Release status: Public preview
  • Now uploading project files via the snapshots API when the project directory is larger than 25 MB.
  • Added ability for users to select the tier (basic or enterprise) when creating a workspace.
  • Added progress bar when editing compute resources and getting compute properties.
  • Fixed a bug preventing users from running an experiment using the local compute.

Version 0.6.6

  • Release date: September 25, 2019
  • Release status: Public preview
  • Run status is now dynamically updated for experiments
  • Fixed a bug that caused outputs from experiments to be unavailable.

Version 0.6.5

  • Release date: September 20, 2019
  • Release status: Public preview
  • View Notebook VM's associated with a workspace
  • Bug fix to re-enable local Azure Experiment Runs

Version 0.6.4

  • Release date: September 16, 2019
  • Release status: Public preview
  • Bug fix to address inability to create workspaces in various worldwide locations

Version 0.6.3

  • Release date: September 11, 2019
  • Release status: Public preview
  • Internal refactoring and telemetry updates

Version 0.6.2

  • Release date: August 24, 2019
  • Release status: Public preview
  • Bug fix to support running experiment against existing workspace

Version 0.6.1

  • Release date: August 23, 2019
  • Release status: Public preview
  • Provide smart defaults for Azure ML resource names
  • Batch Azure ML resource creation to final experiment submit
  • Provide ability to view run status for Experiements and run configurations used
  • Removal of Flask server for communicating with Azure ML service

Version 0.6.0

  • Quickly replaced with version 0.6.1. Version 0.6.0 still had some reliance on the Flask server.

Version 0.5.0

  • Release date: April 25, 2019
  • Release status: Public preview
  • Streamline experiment submission steps (more to come)
  • Convert to using json rather than yaml for runconfig
  • Provide default runconfig templates for common ML framework usage
  • Bug fixes

Version 0.4.5

  • Release date: March 13, 2019
  • Release status: Public preview
  • Update Azure ML runtime dependency
  • Many bug fixes and internal implementation improvements (more to come...)

Version 0.4.0

  • Release date: December 13, 2018
  • Release status: Public preview
  • "Active Experiment" and "Last Run" configurations instead of "Attach Folder"
  • Fixed workflow for installing AzureML SDK for flask server use
  • Compute-centric runconfig management
  • Reduced workflow complexity
  • Bug fixes

Version 0.3.2

  • Refocus extension to target Azure Machine Learning November 2018

Version 0.3.1

  • Release date: October 16, 2018
  • Release status: Public Preview
  • Bug fix to allow tags to be specified when creating Azure docker images or model deployments.
  • Update Azure SDK dependency to fix inability to create a new runconfig file.

Version 0.1.1

  • Release date: Sep 25, 2017
  • Release status: Public Preview

What's new in this version

Initial Release