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✨ add inventorization for ML-related objects #56

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merged 5 commits into from
Jul 26, 2023

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@renardeinside renardeinside commented Jul 26, 2023

ML:

  • MLflow experiments
  • MLflow registry models

@renardeinside renardeinside merged commit 6a18748 into main Jul 26, 2023
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@renardeinside renardeinside deleted the feature/support-ml-objects branch July 26, 2023 11:53
@nfx nfx mentioned this pull request Sep 18, 2023
nfx added a commit that referenced this pull request Sep 18, 2023
# Version changelog

## 0.1.0

Features

* Added interactive installation wizard
([#184](#184),
[#117](#117)).
* Added schedule of jobs as part of `install.sh` flow and created some
documentation ([#187](#187)).
* Added debug notebook companion to troubleshoot the installation
([#191](#191)).
* Added support for Hive Metastore Table ACLs inventory from all
databases ([#78](#78),
[#122](#122),
[#151](#151)).
* Created `$inventory.tables` from Scala notebook
([#207](#207)).
* Added local group migration support for ML-related objects
([#56](#56)).
* Added local group migration support for SQL warehouses
([#57](#57)).
* Added local group migration support for all compute-related resources
([#53](#53)).
* Added local group migration support for security-related objects
([#58](#58)).
* Added local group migration support for workflows
([#54](#54)).
* Added local group migration support for workspace-level objects
([#59](#59)).
* Added local group migration support for dashboards, queries, and
alerts ([#144](#144)).

Stability

* Added `codecov.io` publishing
([#204](#204)).
* Added more tests to group.py
([#148](#148)).
* Added tests for group state
([#133](#133)).
* Added tests for inventorizer and typed
([#125](#125)).
* Added tests WorkspaceListing
([#110](#110)).
* Added `make_*_permissions` fixtures
([#159](#159)).
* Added reusable fixtures module
([#119](#119)).
* Added testing for permissions
([#126](#126)).
* Added inventory table manager tests
([#153](#153)).
* Added `product_info` to track as SDK integration
([#76](#76)).
* Added failsafe permission get operations
([#65](#65)).
* Always install the latest `pip` version in `./install.sh`
([#201](#201)).
* Always store inventory in `hive_metastore` and make only
`inventory_database` configurable
([#178](#178)).
* Changed default logging level from `TRACE` to `DEBUG` log level
([#124](#124)).
* Consistently use `WorkspaceClient` from `databricks.sdk`
([#120](#120)).
* Convert pipeline code to use fixtures.
([#166](#166)).
* Exclude mixins from coverage
([#130](#130)).
* Fixed codecov.io reporting
([#212](#212)).
* Fixed configuration path in job task install code
([#210](#210)).
* Fixed a bug with dependency definitions
([#70](#70)).
* Fixed failing `test_jobs`
([#140](#140)).
* Fixed the issues with experiment listing
([#64](#64)).
* Fixed integration testing configuration
([#77](#77)).
* Make project runnable on nightly testing infrastructure
([#75](#75)).
* Migrated cluster policies to new fixtures
([#174](#174)).
* Migrated clusters to the new fixture framework
([#162](#162)).
* Migrated instance pool to the new fixture framework
([#161](#161)).
* Migrated to `databricks.labs.ucx` package
([#90](#90)).
* Migrated token authorization to new fixtures
([#175](#175)).
* Migrated experiment fixture to standard one
([#168](#168)).
* Migrated jobs test to fixture based one.
([#167](#167)).
* Migrated model fixture to the standard fixtures
([#169](#169)).
* Migrated warehouse fixture to standard one
([#170](#170)).
* Organise modules by domain
([#197](#197)).
* Prefetch all account-level and workspace-level groups
([#192](#192)).
* Programmatically create a dashboard
([#121](#121)).
* Properly integrate Python `logging` facility
([#118](#118)).
* Refactored code to use Databricks SDK for Python
([#27](#27)).
* Refactored configuration and remove global provider state
([#71](#71)).
* Removed `pydantic` dependency
([#138](#138)).
* Removed redundant `pyspark`, `databricks-connect`, `delta-spark`, and
`pandas` dependencies
([#193](#193)).
* Removed redundant `typer[all]` dependency and its usages
([#194](#194)).
* Renamed `MigrationGroupsProvider` to `GroupMigrationState`
([#81](#81)).
* Replaced `ratelimit` and `tenacity` dependencies with simpler
implementations ([#195](#195)).
* Reorganised integration tests to align more with unit tests
([#206](#206)).
* Run `build` workflow also on `main` branch
([#211](#211)).
* Run integration test with a single group
([#152](#152)).
* Simplify `SqlBackend` and table creation logic
([#203](#203)).
* Updated `migration_config.yml`
([#179](#179)).
* Updated legal information
([#196](#196)).
* Use `make_secret_scope` fixture
([#163](#163)).
* Use fixture factory for `make_table`, `make_schema`, and
`make_catalog` ([#189](#189)).
* Use new fixtures for notebooks and folders
([#176](#176)).
* Validate toolkit notebook test
([#183](#183)).

Contributing

* Added a note on external dependencies
([#139](#139)).
* Added ability to run SQL queries on Spark when in Databricks Runtime
([#108](#108)).
* Added some ground rules for contributing
([#82](#82)).
* Added contributing instructions link from main readme
([#109](#109)).
* Added info about environment refreshes
([#155](#155)).
* Clarified documentation
([#137](#137)).
* Enabled merge queue
([#146](#146)).
* Improved `CONTRIBUTING.md` guide
([#135](#135),
[#145](#145)).
FastLee pushed a commit that referenced this pull request Sep 19, 2023
# Version changelog

## 0.1.0

Features

* Added interactive installation wizard
([#184](#184),
[#117](#117)).
* Added schedule of jobs as part of `install.sh` flow and created some
documentation ([#187](#187)).
* Added debug notebook companion to troubleshoot the installation
([#191](#191)).
* Added support for Hive Metastore Table ACLs inventory from all
databases ([#78](#78),
[#122](#122),
[#151](#151)).
* Created `$inventory.tables` from Scala notebook
([#207](#207)).
* Added local group migration support for ML-related objects
([#56](#56)).
* Added local group migration support for SQL warehouses
([#57](#57)).
* Added local group migration support for all compute-related resources
([#53](#53)).
* Added local group migration support for security-related objects
([#58](#58)).
* Added local group migration support for workflows
([#54](#54)).
* Added local group migration support for workspace-level objects
([#59](#59)).
* Added local group migration support for dashboards, queries, and
alerts ([#144](#144)).

Stability

* Added `codecov.io` publishing
([#204](#204)).
* Added more tests to group.py
([#148](#148)).
* Added tests for group state
([#133](#133)).
* Added tests for inventorizer and typed
([#125](#125)).
* Added tests WorkspaceListing
([#110](#110)).
* Added `make_*_permissions` fixtures
([#159](#159)).
* Added reusable fixtures module
([#119](#119)).
* Added testing for permissions
([#126](#126)).
* Added inventory table manager tests
([#153](#153)).
* Added `product_info` to track as SDK integration
([#76](#76)).
* Added failsafe permission get operations
([#65](#65)).
* Always install the latest `pip` version in `./install.sh`
([#201](#201)).
* Always store inventory in `hive_metastore` and make only
`inventory_database` configurable
([#178](#178)).
* Changed default logging level from `TRACE` to `DEBUG` log level
([#124](#124)).
* Consistently use `WorkspaceClient` from `databricks.sdk`
([#120](#120)).
* Convert pipeline code to use fixtures.
([#166](#166)).
* Exclude mixins from coverage
([#130](#130)).
* Fixed codecov.io reporting
([#212](#212)).
* Fixed configuration path in job task install code
([#210](#210)).
* Fixed a bug with dependency definitions
([#70](#70)).
* Fixed failing `test_jobs`
([#140](#140)).
* Fixed the issues with experiment listing
([#64](#64)).
* Fixed integration testing configuration
([#77](#77)).
* Make project runnable on nightly testing infrastructure
([#75](#75)).
* Migrated cluster policies to new fixtures
([#174](#174)).
* Migrated clusters to the new fixture framework
([#162](#162)).
* Migrated instance pool to the new fixture framework
([#161](#161)).
* Migrated to `databricks.labs.ucx` package
([#90](#90)).
* Migrated token authorization to new fixtures
([#175](#175)).
* Migrated experiment fixture to standard one
([#168](#168)).
* Migrated jobs test to fixture based one.
([#167](#167)).
* Migrated model fixture to the standard fixtures
([#169](#169)).
* Migrated warehouse fixture to standard one
([#170](#170)).
* Organise modules by domain
([#197](#197)).
* Prefetch all account-level and workspace-level groups
([#192](#192)).
* Programmatically create a dashboard
([#121](#121)).
* Properly integrate Python `logging` facility
([#118](#118)).
* Refactored code to use Databricks SDK for Python
([#27](#27)).
* Refactored configuration and remove global provider state
([#71](#71)).
* Removed `pydantic` dependency
([#138](#138)).
* Removed redundant `pyspark`, `databricks-connect`, `delta-spark`, and
`pandas` dependencies
([#193](#193)).
* Removed redundant `typer[all]` dependency and its usages
([#194](#194)).
* Renamed `MigrationGroupsProvider` to `GroupMigrationState`
([#81](#81)).
* Replaced `ratelimit` and `tenacity` dependencies with simpler
implementations ([#195](#195)).
* Reorganised integration tests to align more with unit tests
([#206](#206)).
* Run `build` workflow also on `main` branch
([#211](#211)).
* Run integration test with a single group
([#152](#152)).
* Simplify `SqlBackend` and table creation logic
([#203](#203)).
* Updated `migration_config.yml`
([#179](#179)).
* Updated legal information
([#196](#196)).
* Use `make_secret_scope` fixture
([#163](#163)).
* Use fixture factory for `make_table`, `make_schema`, and
`make_catalog` ([#189](#189)).
* Use new fixtures for notebooks and folders
([#176](#176)).
* Validate toolkit notebook test
([#183](#183)).

Contributing

* Added a note on external dependencies
([#139](#139)).
* Added ability to run SQL queries on Spark when in Databricks Runtime
([#108](#108)).
* Added some ground rules for contributing
([#82](#82)).
* Added contributing instructions link from main readme
([#109](#109)).
* Added info about environment refreshes
([#155](#155)).
* Clarified documentation
([#137](#137)).
* Enabled merge queue
([#146](#146)).
* Improved `CONTRIBUTING.md` guide
([#135](#135),
[#145](#145)).
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