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# Release History
## 1.4.0 (Unreleased)
### Features Added
-
### Bugs Fixed
-
### Other Changes
- Update workspace creation to use Log Analytics-Based Application Insights when the user does not specify/bring their own App Insights.
## 1.3.0 (2023-01-10)
### Features Added
- Change print behavior of entity classes to show object yaml in notebooks, can be configured on in other contexts.
- Added property to enable/disable public ip addresses to Compute Instances and AML Computes.
- `Deployment` and `ScheduleOperations` added to public interface.
### Bugs Fixed
- Fixed issue with date-time format for utc_time_created field when creating models.
- Added stricter behavior for ArmStr schemas when parsing 'azureml:' prefix.
- Fixed issue where AmlComputes could only be created in a workspace's default region.
- Improved intellisense with VS Code for fields supporting local paths and datastores.
- Added validation for token generation with aml scope when user_identity is used in job definition aka OBO flow.
- Fixed duplicate node name error in pipeline when two node names assigned to the same node and get renamed by node.name='xx'.
- Resolve the cross references for MLClient, Resource and OnlineDeployment.
- Explicit use of Optional (or a Union with None), as per PEP 484.
- Fixed print on Command objects when job id is empty
- Fixed issue where `SasTokenConfiguration` cannot be used as credential for `WorkspaceConnection`
### Other Changes
- Removed dependency on API version 2021-10-01 and 2022-06-01-preview to reduce side of azure-ai-ml package.
## 1.2.0 (2022-12-05)
### Breaking Changes
- Removed description from Registry.
- Disable sdk telemetry logging
### Features Added
- Enable updating the CMK encryption key (workspace.encryption.keyVaultProperties.keyIdentifier) for a workspace.
- Mark JobService class and services param to command() as experimental.
- Added a replication_count value to the schema of SystemCreatedStorageAccount in Registry.
- Added support for Fairfax and MoonCake cloud for the registry discovery baseurl.
- Added support for variable args as pipeline input in DSL Pipeline.
- Added OS Patching Parameters to Compute Instance.
### Bugs Fixed
- Update the upper bound dependencies version for tqdm, strictyaml, colorama and opencensus-ext-azure.
- Added missing "properties" to batch deployment.
- Retain the cases for the names of system job services (Tracking and Studio).
- Update registry begin_delete method return type.
- Fixed sweep job optional input cannot be empty.
- Fixed bool test for output in download operation.
- Fixed Compute Instance schedule not being created
- Removed erroneous experimental warning from Compute Schedules
## 1.1.2 (2022-11-21)
### Features Added
- Restored idle_time_before_shutdown property for Compute Instances.
- Deprecated idle_time_before_shutdown property in favor of idle_time_before_shutdown_minutes.
### Bugs Fixed
- Fixed idle_time_before_shutdown appearing as None for Compute Instances returned by `show` or `list`.
- Fixed idle_time_before_shutdown_minutes preventing creation of Compute Instances when set to None.
## 1.1.1 (2022-11-15)
### Breaking Changes
- Renamed idle_time_before_shutdown to idle_time_before_shutdown_minutes and changed input type to int.
### Bugs Fixed
- Fixed idle_time_before_shutdown_minutes not appearing in GET calls for Compute Instances.
## 1.1.0 (2022-11-07)
### Features Added
- Registry list operation now accepts scope value to allow subscription-only based requests.
- Most configuration classes from the entity package now implement the standard mapping protocol.
- Add registry delete operation.
- The values of JobService.job_service_type are now using the snake case. e.g jupyter_lab, ssh, tensor_board, vs_code.
- Command function now accepts services param of type Dict[str, JobService] instead of dict.
### Bugs Fixed
- MLClient.from_config can now find the default config.json on Compute Instance when running sample notebooks.
- Fixed job inputs not accepting datastores or job inputs.
- Registries now assign managed tags to match registry's tags.
- Adjust registry experimental tags and imports to avoid warning printouts for unrelated operations.
- Make registry delete operation return an LROPoller, and change name to begin_delete.
- Prevent registering an already existing environment that references conda file.
- Fix ARM ID logic for registry environments (ex: Creating a registry component that references a registry environment).
- Fix ARM ID logic for passing models and environments with ID (ex: Creating endpoint deployment for a registry model should return said model's ID immediately)
### Other Changes
- Switched compute operations to go through 2022-10-01-preview API version.
## 1.0.0 (2022-10-10)
- GA release
- Dropped support for Python 3.6. The Python versions supported for this release are 3.7-3.10.
### Features Added
### Breaking Changes
- OnlineDeploymentOperations.delete has been renamed to begin_delete.
- Datastore credentials are switched to use unified credential configuration classes.
- UserAssignedIdentity is replaced by ManagedIdentityConfiguration
- Endpoint and Job use unified identity classes.
- Workspace ManagedServiceIdentity has been replaced by IdentityConfiguration.
### Other Changes
- Switched Compute operations to use Oct preview API version.
- Updated batch deployment/endpoint invoke and list-jobs function signatures with curated BatchJob class.
## 0.1.0b8 (2022-10-07)
### Features Added
- Support passing JobService as argument to Command()
- Added support for custom setup scripts on compute instances.
- Added a `show_progress` parameter to MLClient for enable/disable progress bars of long running operations.
- Support `month_days` in `RecurrencePattern` when using `RecurrenceSchedule`.
- Support `ml_client.schedules.list` with `list_view_type`, default to `ENABLED_ONLY`.
- Add support for model sweeping and hyperparameter tuning in AutoML NLP jobs.
- Added `ml_client.jobs.show_services()` operation.
### Breaking Changes
- ComputeOperations.attach has been renamed to begin_attach.
- Deprecated parameter path has been removed from load and dump methods.
- JobOperations.cancel() is renamed to JobOperations.begin_cancel() and it returns LROPoller
- Workspace.list_keys renamed to Workspace.get_keys.
### Bugs Fixed
- Fix identity passthrough job with single file code
- MLClient.from_config can now find the default config.json on Compute Instance when running sample notebooks.
### Other Changes
- Removed declaration on Python 3.6 support
- Added support for custom setup scripts on compute instances.
- Updated dependencies upper bounds to be major versions.
## 0.1.0b7 (2022-09-22)
### Features Added
- Spark job submission.
- Command and sweep job docker config (shmSize and dockerArgs) spec support.
- Entity load and dump now also accept a file pointer as input.
- Load and dump input names changed from path to 'source' and 'dest', respectively.
- Load and dump 'path' input still works, but is deprecated and emits a warning.
- Managed Identity Support for Compute Instance (experimental).
- Enable using @dsl.pipeline without brackets when no additional parameters.
- Expose Azure subscription Id and resource group name from MLClient objects.
- Added Idle Shutdown support for Compute Instances, allowing instances to shutdown after a set period of inactivity.
- Online Deployment Data Collection for eventhub and data storage will be supported.
- Syntax validation on scoring scripts of Batch Deployment and Online Deployment will prevent the user from submitting bad deployments.
### Breaking Changes
- Change (begin_)create_or_update typehints to use generics.
- Remove invalid option from create_or_update typehints.
- Change error returned by (begin_)create_or_update invalid input to TypeError.
- Rename set_image_model APIs for all vision tasks to set_training_parameters
- JobOperations.download defaults to "." instead of Path.cwd()
### Bugs Fixed
### Other Changes
- Show 'properties' on data assets
## 0.1.0b6 (2022-08-09)
### Features Added
- Support for AutoML Component
- Added skip_validation for Job/Component create_or_update
### Breaking Changes
- Dataset removed from public interface.
### Bugs Fixed
- Fixed mismatch errors when updating scale_settings for KubernetesOnlineDeployment.
- Removed az CLI command that was printed when deleting OnlineEndpoint
## 0.1.0b5 (2022-07-15)
### Features Added
- Allow Input/Output objects to be used by CommandComponent.
- Added MoonCake cloud support.
- Unified inputs/outputs building and validation logic in BaseNode.
- Allow Git repo URLs to be used as code for jobs and components.
- Updated AutoML YAML schema to use InputSchema.
- Added end_time to job schedule.
- MIR and pipeline job now support registry assets.
### Bugs Fixed
- Have mldesigner use argparser to parse incoming args.
- Bumped pyjwt version to <3.0.0.
- Reverted "upload support for symlinks".
- Error message improvement when a YAML UnionField fails to match.
- Reintroduced support for symlinks when uploading.
- Hard coded registry base URL to eastus region to support preview.
## 0.1.0b4 (2022-06-16)
## 0.1.0b3 (2022-05-24)
### Features Added
- First preview.
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