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Added parallel fetching of registered model identifiers to speed-up assessment workflow#691

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nfx merged 4 commits intomainfrom
feature/model_listing
Dec 14, 2023
Merged

Added parallel fetching of registered model identifiers to speed-up assessment workflow#691
nfx merged 4 commits intomainfrom
feature/model_listing

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@HariGS-DB HariGS-DB commented Dec 13, 2023

Change description:
This PR makes changes to the model listing process. Currently the model listing is done serially which takes time in workspace with large number of registered models. This changes uses python threads to parallelize model listing to speed up the inventory process for models

Changes details:
Updates to generic.py.model_listing() to use Threads.gather to parallelize get_model function
It accepts num_threads from config.
Also updated the relevant test cases

@HariGS-DB HariGS-DB requested review from a team and priyal-c December 13, 2023 23:33
@HariGS-DB HariGS-DB linked an issue Dec 13, 2023 that may be closed by this pull request
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codecov bot commented Dec 13, 2023

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (d525630) 81.16% compared to head (be55b7a) 80.26%.
Report is 2 commits behind head on main.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #691      +/-   ##
==========================================
- Coverage   81.16%   80.26%   -0.90%     
==========================================
  Files          38       38              
  Lines        3875     4069     +194     
  Branches      718      751      +33     
==========================================
+ Hits         3145     3266     +121     
- Misses        571      639      +68     
- Partials      159      164       +5     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

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Screenshot of test_workspace_access.test_workspace_acces_e2e.
Before the change, time taken for model listing
image
After change, time take for model listing
image

@HariGS-DB HariGS-DB requested review from nfx and removed request for priyal-c December 13, 2023 23:47
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Changes done.
Updated screenshot of model listing
image

@nfx nfx changed the title Parallising model listing to speed up inventory Fetching registered model identifiers in parallel to speed-up assessment workflow Dec 14, 2023
@nfx nfx changed the title Fetching registered model identifiers in parallel to speed-up assessment workflow Added parallel fetching of registered model identifiers to speed-up assessment workflow Dec 14, 2023
@nfx nfx merged commit 0e78bcc into main Dec 14, 2023
@nfx nfx deleted the feature/model_listing branch December 14, 2023 01:31
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `workspace_group_name` and `account_group_name` to `make_ucx_group` fixture ([#664](#664)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added filters to run only cloud specific task ([#681](#681)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Cleanup README.md ([#695](#695)).
* Cleanup installer framework and speed up test execution ([#711](#711)).
* Decouple group configuration from `install.py` ([#714](#714)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed for secret scope apply task always raises ValueError ([#683](#683)).
* Fixed some flaky integration tests ([#700](#700)).
* More `mypy` chores ([#697](#697)).
* Moved `ExternalLocations` and `Mounts` to `locations` module ([#692](#692)).
* New CLI command for workspace mapping ([#678](#678)).
* No more `mypy` chores after this ([#699](#699)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Some `mypy` chores ([#696](#696)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
* Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
* Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `workspace_group_name` and `account_group_name` to `make_ucx_group` fixture ([#664](#664)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added filters to run only cloud specific task ([#681](#681)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Cleanup README.md ([#695](#695)).
* Cleanup installer framework and speed up test execution ([#711](#711)).
* Decouple group configuration from `install.py` ([#714](#714)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed for secret scope apply task always raises ValueError ([#683](#683)).
* Fixed some flaky integration tests ([#700](#700)).
* More `mypy` chores ([#697](#697)).
* Moved `ExternalLocations` and `Mounts` to `locations` module ([#692](#692)).
* New CLI command for workspace mapping ([#678](#678)).
* No more `mypy` chores after this ([#699](#699)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Some `mypy` chores ([#696](#696)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).

Dependency updates:

 * Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
 * Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
 * Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `workspace_group_name` and `account_group_name` to `make_ucx_group` fixture ([#664](#664)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added filters to run only cloud specific task ([#681](#681)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Cleanup README.md ([#695](#695)).
* Cleanup installer framework and speed up test execution ([#711](#711)).
* Decouple group configuration from `install.py` ([#714](#714)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed for secret scope apply task always raises ValueError ([#683](#683)).
* Fixed some flaky integration tests ([#700](#700)).
* More `mypy` chores ([#697](#697)).
* Moved `ExternalLocations` and `Mounts` to `locations` module ([#692](#692)).
* New CLI command for workspace mapping ([#678](#678)).
* No more `mypy` chores after this ([#699](#699)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Some `mypy` chores ([#696](#696)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).

Dependency updates:

 * Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
 * Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
 * Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
@nfx nfx mentioned this pull request Dec 21, 2023
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `workspace_group_name` and `account_group_name` to `make_ucx_group` fixture ([#664](#664)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added filters to run only cloud specific task ([#681](#681)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Cleanup README.md ([#695](#695)).
* Cleanup installer framework and speed up test execution ([#711](#711)).
* Decouple group configuration from `install.py` ([#714](#714)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed for secret scope apply task always raises ValueError ([#683](#683)).
* Fixed some flaky integration tests ([#700](#700)).
* More `mypy` chores ([#697](#697)).
* Moved `ExternalLocations` and `Mounts` to `locations` module ([#692](#692)).
* New CLI command for workspace mapping ([#678](#678)).
* No more `mypy` chores after this ([#699](#699)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Some `mypy` chores ([#696](#696)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).

Dependency updates:

 * Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
 * Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
 * Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
@nfx nfx mentioned this pull request Dec 21, 2023
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `databricks labs ucx validate-external-locations` command for cli ([#715](#715)).
* Added `workspace_group_name` and `account_group_name` to `make_ucx_group` fixture ([#664](#664)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added filters to run only cloud specific task ([#681](#681)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Cleanup README.md ([#695](#695)).
* Cleanup installer framework and speed up test execution ([#711](#711)).
* Decouple group configuration from `install.py` ([#714](#714)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed for secret scope apply task always raises ValueError ([#683](#683)).
* Fixed some flaky integration tests ([#700](#700)).
* More `mypy` chores ([#697](#697)).
* Moved `ExternalLocations` and `Mounts` to `locations` module ([#692](#692)).
* New CLI command for workspace mapping ([#678](#678)).
* No more `mypy` chores after this ([#699](#699)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Some `mypy` chores ([#696](#696)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).

Dependency updates:

 * Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
 * Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
 * Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs ucx manual-workspace-info` commands for CLI ([#682](#682)).
* Added `databricks labs ucx ensure-assessment-run` to CLI commands ([#708](#708)).
* Added `databricks labs ucx installations` command ([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to mark table/schema for skipping in the table migration process ([#680](#680)).
* Added `databricks labs ucx validate-external-locations` command for cli ([#715](#715)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants ([#653](#653)).
* Added cluster override and handle case of write protected DBFS ([#610](#610)).
* Added cluster policy selector in the installer ([#655](#655)).
* Added detailed UCX pre-requisite information to README.md ([#689](#689)).
* Added interactive wizard for `databricks labs uninstall ucx` command ([#657](#657)).
* Added more granular error retry logic ([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up assessment workflow ([#691](#691)).
* Added retry on workspace listing ([#659](#659)).
* Added support for mapping workspace group to account group by prefix/suffix/regex/external id ([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as `crawl_tables` was failing when run on non-UC Workspace in No Isolation mode with unable to access the config file ([#661](#661)).
* Changed the fields of the table "Tables" to lower case ([#684](#684)).
* Enabled integration tests for `EXTERNAL` table migrations ([#677](#677)).
* Enforced `mypy` validation ([#713](#713)).
* Filtering out inventory database from loading into tables and filtering out the same from grant detail view ([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and updated `CONTRIBUTING.md` guide ([#654](#654)).
* Fixed secret scope apply task to raise ValueError ([#683](#683)).
* Fixed legacy table ACL ownership migration and other integration testing issues ([#722](#722)).
* Fixed some flaky integration tests ([#700](#700)).
* New CLI command for workspace mapping ([#678](#678)).
* Reduce server load for getting workspace groups and their members ([#666](#666)).
* Throwing ManyError on migrate-groups tasks ([#710](#710)).
* Updated installation documentation to use Databricks CLI ([#686](#686)).

Dependency updates:

 * Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0 ([#651](#651)).
 * Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0 ([#687](#687)).
 * Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0 ([#712](#712)).
@nfx nfx mentioned this pull request Dec 21, 2023
nfx added a commit that referenced this pull request Dec 21, 2023
* Added `databricks labs ucx create-table-mapping` and `databricks labs
ucx manual-workspace-info` commands for CLI
([#682](#682)).
* Added `databricks labs ucx ensure-assessment-run` to CLI commands
([#708](#708)).
* Added `databricks labs ucx installations` command
([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to
mark table/schema for skipping in the table migration process
([#680](#680)).
* Added `databricks labs ucx validate-external-locations` command for
cli ([#715](#715)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants
([#653](#653)).
* Added cluster override and handle case of write protected DBFS
([#610](#610)).
* Added cluster policy selector in the installer
([#655](#655)).
* Added detailed UCX pre-requisite information to README.md
([#689](#689)).
* Added interactive wizard for `databricks labs uninstall ucx` command
([#657](#657)).
* Added more granular error retry logic
([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up
assessment workflow
([#691](#691)).
* Added retry on workspace listing
([#659](#659)).
* Added support for mapping workspace group to account group by
prefix/suffix/regex/external id
([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as
`crawl_tables` was failing when run on non-UC Workspace in No Isolation
mode with unable to access the config file
([#661](#661)).
* Changed the fields of the table "Tables" to lower case
([#684](#684)).
* Enabled integration tests for `EXTERNAL` table migrations
([#677](#677)).
* Enforced `mypy` validation
([#713](#713)).
* Filtering out inventory database from loading into tables and
filtering out the same from grant detail view
([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and
updated `CONTRIBUTING.md` guide
([#654](#654)).
* Fixed secret scope apply task to raise ValueError
([#683](#683)).
* Fixed legacy table ACL ownership migration and other integration
testing issues ([#722](#722)).
* Fixed some flaky integration tests
([#700](#700)).
* New CLI command for workspace mapping
([#678](#678)).
* Reduce server load for getting workspace groups and their members
([#666](#666)).
* Throwing ManyError on migrate-groups tasks
([#710](#710)).
* Updated installation documentation to use Databricks CLI
([#686](#686)).

Dependency updates:

* Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0
([#651](#651)).
* Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0
([#687](#687)).
* Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0
([#712](#712)).
FastLee pushed a commit that referenced this pull request Jan 19, 2024
* Added `databricks labs ucx create-table-mapping` and `databricks labs
ucx manual-workspace-info` commands for CLI
([#682](#682)).
* Added `databricks labs ucx ensure-assessment-run` to CLI commands
([#708](#708)).
* Added `databricks labs ucx installations` command
([#679](#679)).
* Added `databricks labs ucx skip --schema ... --table ...` command to
mark table/schema for skipping in the table migration process
([#680](#680)).
* Added `databricks labs ucx validate-external-locations` command for
cli ([#715](#715)).
* Added capturing `ANY FILE` and `ANONYMOUS FUNCTION` grants
([#653](#653)).
* Added cluster override and handle case of write protected DBFS
([#610](#610)).
* Added cluster policy selector in the installer
([#655](#655)).
* Added detailed UCX pre-requisite information to README.md
([#689](#689)).
* Added interactive wizard for `databricks labs uninstall ucx` command
([#657](#657)).
* Added more granular error retry logic
([#704](#704)).
* Added parallel fetching of registered model identifiers to speed-up
assessment workflow
([#691](#691)).
* Added retry on workspace listing
([#659](#659)).
* Added support for mapping workspace group to account group by
prefix/suffix/regex/external id
([#650](#650)).
* Changed cluster security mode from NONE to LEGACY_SINGLE_USER, as
`crawl_tables` was failing when run on non-UC Workspace in No Isolation
mode with unable to access the config file
([#661](#661)).
* Changed the fields of the table "Tables" to lower case
([#684](#684)).
* Enabled integration tests for `EXTERNAL` table migrations
([#677](#677)).
* Enforced `mypy` validation
([#713](#713)).
* Filtering out inventory database from loading into tables and
filtering out the same from grant detail view
([#705](#705)).
* Fixed documentation for `reflect_account_groups_on_workspace` task and
updated `CONTRIBUTING.md` guide
([#654](#654)).
* Fixed secret scope apply task to raise ValueError
([#683](#683)).
* Fixed legacy table ACL ownership migration and other integration
testing issues ([#722](#722)).
* Fixed some flaky integration tests
([#700](#700)).
* New CLI command for workspace mapping
([#678](#678)).
* Reduce server load for getting workspace groups and their members
([#666](#666)).
* Throwing ManyError on migrate-groups tasks
([#710](#710)).
* Updated installation documentation to use Databricks CLI
([#686](#686)).

Dependency updates:

* Updated databricks-sdk requirement from ~=0.13.0 to ~=0.14.0
([#651](#651)).
* Updated databricks-sdk requirement from ~=0.14.0 to ~=0.15.0
([#687](#687)).
* Updated databricks-sdk requirement from ~=0.15.0 to ~=0.16.0
([#712](#712)).
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Add parallel fetching for registered model ID

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