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* PPDM alignment: a number of reference value catalogs are curated by PPDM. PPDM is then the source and provides PPDM style workbooks, which are parsed and turned into reference value manifests. OSDU adopts the description of the reference value catalog from PPDM.
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* Minor [Online Schema Usage Guide](https://community.opengroup.org/osdu/data/data-definitions/-/blob/v0.14.0/Guides/README.md) improvements.
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* `WDMS`
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* Python version upgraded to 3.8 (support of 3.7 dropped)
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* Third party libs upgrade:
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* [pandas 1.4.1](https://pandas.pydata.org/pandas-docs/stable/whatsnew/v1.4.1.html)
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* [numpy 1.22.2](https://numpy.org/devdocs/release/1.22.2-notes.html) (security fix)
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* [dask 2022.2.0](https://pypi.org/project/dask/2022.2.0/)
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* [pyarrow 7.0.0](https://arrow.apache.org/blog/2022/02/08/7.0.0-release/)
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* set dask worker time-to-live (memory management) related to [issue 26](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/issues/26)
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* Model: add support of `TechnicalAssuranceID` field. (see [AbstractCommonResources schema](https://community.opengroup.org/osdu/data/data-definitions/-/blob/v0.14.0/Authoring/abstract/AbstractCommonResources.1.0.0.json#L53))
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* API: add record version in bulk [session commit response](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/blob/release/0.14/spec/generated/openapi.json#/WellLog/complete_session_ddms_v3_welllogs__record_id__sessions__session_id__patch).
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* [WellLog](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/wikis/WellLog-consistency-rules) & [Wellbore Trajectory](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/wikis/WellboreTrajectory-consistency-rules) consistency rules.
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## Bug Fixes
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*
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* `WDMS`
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- Unit tests: speed improvement & test fixtures review.
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- Dask cluster properly closed at shutdown.
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- Pydantic fix field type Union (e.g. field union[float, str])
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- Performance improvement on Bulk Data Describe API.
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- Improvement on read bulk, internal read function asynchronous.
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- Improvement on read bulk, performance improvement when a lot of columns is requested.
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- Fix on [BulkURI consistency check rule](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/wikis/BulkURI-consistency-check-rule).
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- Technical debt reduction: fix some circular dependencies.
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- Monitoring, fix duplicate and long URL for Azure traces.
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## Breaking Changes
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* `WDMS`
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* [WellLog](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/wikis/WellLog-consistency-rules) & [Wellbore Trajectory](https://community.opengroup.org/osdu/platform/domain-data-mgmt-services/wellbore/wellbore-domain-services/-/wikis/WellboreTrajectory-consistency-rules) consistency rules.
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## Known Issues/Gaps |
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