v0.12.0 Release Highlights

User Experience

Nested Domains

Nested Domains are here! This provides flexibility in organizing your entities within Domains to match the unique organizational structure of your company. <img width="1209" alt="CleanShot 2023-10-27 at 14 30 43@2x" src="https://github.com/datahub-project/datahub/assets/15873986/07e6754c-95cd-4552-8120-50bb2d3fa9ce">

DataHub Chrome Extension Improvements

The Acryl DataHub Chome extension now supports PowerBI! This is a super powerful way for your business users to gain DataHub-specific insights directly in the BI tools they use most. Additionally, we now support making edits back to DataHub Entities directly from the Chrome extension.

Access Management Tab for Datasets

Shoutout to @Ramendra761 from the PayPal Team for contributing a new Access Management tab in Dataset Entity pages! The aim of this feature is to enable users to view the required roles for accessing the Dataset, as defined by Roles and/or Policies in the organization’s Access Management System. It also introduces the ability to request access directly from the page. <img width="912" alt="CleanShot 2023-10-27 at 14 09 51@2x" src="https://github.com/datahub-project/datahub/assets/15873986/29d7bdda-864f-4cf8-bd7a-5be46413bba8">

Metadata Ingestion

Miscellaneous Improvements

• Sampling-Based Profiling: You can now configure sampling-based profiling to address query performance concerns in Snowflake and BigQuery
• Kafka Connect > Snowflake: We now support automatically defining lineage between the two platforms
• Athena: Support for complex and nested schemas

Column-Level Lineage

We are incubating CLL support for the following:

• Airflow plugin v2 now supports automatic extraction of CLL for certain operators, removing the need to annotate DAGs
• dbt
• Redshift
• PowerBI (support for Column-Level Lineage for M-Query)

Incubating Sources

• MLflow
• Teradata
• Unity Catalog Notebooks
• DynamoDB

Developer Experience

• Data Contracts: v0.12.0 introduces underlying models and CLI; UI support to follow
• We now support creating custom models without requiring a fork of the main DataHub project
• Updates to support OpenSearch 2.x and alternate Postgres db in postgres-setup

Other Notable Changes

• Session token configuration has changed, all previously created session tokens will be invalid and users will be prompted to log in. Expiration time has also been shortened which may result in more login prompts with the default settings. There should be no other interruption due to this change.

Breaking Changes

Find full details here

• #9044 - GraphQL APIs for adding ownership now expect either an ownershipTypeUrn referencing a customer ownership type or a (deprecated) type. Where before adding an ownership without a concrete type was allowed, this is no longer the case. For simplicity you can use the type parameter which will get translated to a custom ownership type internally if one exists for the type being added.
• #9010 - In Redshift source's config incremental_lineage is set default to off.
• #8810 - Removed support for SQLAlchemy 1.3.x. Only SQLAlchemy 1.4.x is supported now.
• #8942 - Removed urn:li:corpuser:datahub owner for the Measure, Dimension and Temporal tags emitted by Looker and LookML source connectors.
• #8853 - The Airflow plugin no longer supports Airflow 2.0.x or Python 3.7. See the docs for more details.
• #8853 - Introduced the Airflow plugin v2. If you're using Airflow 2.3+, the v2 plugin will be enabled by default, and so you'll need to switch your requirements to include pip install 'acryl-datahub-airflow-plugin[plugin-v2]'. To continue using the v1 plugin, set the DATAHUB_AIRFLOW_PLUGIN_USE_V1_PLUGIN environment variable to true.
• #8943 - The Unity Catalog ingestion source has a new option include_metastore, which will cause all urns to be changed when disabled. This is currently enabled by default to preserve compatibility, but will be disabled by default and then removed in the future. If stateful ingestion is enabled, simply setting include_metastore: false will perform all required cleanup. Otherwise, we recommend soft deleting all databricks data via the DataHub CLI: datahub delete --platform databricks --soft and then reingesting with include_metastore: false.
• #8846 - Changed enum values in resource filters used by policies. RESOURCE_TYPE became TYPE and RESOURCE_URN became URN. Any existing policies using these filters (i.e. defined for particular urns or types such as dataset) need to be upgraded manually, for example by retrieving their respective dataHubPolicyInfo aspect and changing part using filter i.e.

   "resources": {
     "filter": {
       "criteria": [
         {
           "field": "RESOURCE_TYPE",
           "condition": "EQUALS",
           "values": [
             "dataset"
           ]
         }
       ]
     }

into

   "resources": {
     "filter": {
       "criteria": [
         {
           "field": "TYPE",
           "condition": "EQUALS",
           "values": [
             "dataset"
           ]
         }
       ]
     }

for example, using datahub put command. Policies can also be removed and re-created via UI.

• #9077 - The BigQuery ingestion source by default sets match_fully_qualified_names: true. This means that any dataset_pattern or schema_pattern specified will be matched on the fully qualified dataset name, i.e. <project_name>.<dataset_name>. We attempt to support the old pattern format by prepending .*\\. to dataset patterns lacking a period, so in most cases this should not cause any issues. However, if you have a complex dataset pattern, we recommend you manually convert it to the fully qualified format to avoid any potential issues.

What's Changed

• feat(UI): AccessManagement UI to access the role metadata for a dataset by @Ramendra761 in https://github.com/datahub-project/datahub/pull/8541
• Glossary Navigation Cypress test by @kkorchak in https://github.com/datahub-project/datahub/pull/8804
• ci: upgrade python to 3.10 for builds by @hsheth2 in https://github.com/datahub-project/datahub/pull/8808
• feat(ingestion/looker): Add view file-path as option in view_naming_pattern config by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/8713
• feat(upgrade): add ability to provide a startingOffset for RestoreIndices by @ukayani in https://github.com/datahub-project/datahub/pull/8539
• fix(index): Do not override the search analyzer for ngram fields by @iprentic in https://github.com/datahub-project/datahub/pull/8818
• test(managed_ingestion): fix managed ingestion test by fixing actions… by @david-leifker in https://github.com/datahub-project/datahub/pull/8820
• docs: add 0.11 docs to docs site by @hsheth2 in https://github.com/datahub-project/datahub/pull/8813
• docs(release): Update updating-datahub.md for 0.11.0 release by @iprentic in https://github.com/datahub-project/datahub/pull/8821
• fix(ingest/mssql): Add UNIQUEIDENTIFIER data type as String by @cjm98332 in https://github.com/datahub-project/datahub/pull/8642
• build(ingest): upgrade to sqlalchemy 1.4, drop 1.3 support by @mayurinehate in https://github.com/datahub-project/datahub/pull/8810
• fix(ingest): use epoch 1 for dev build versions by @hsheth2 in https://github.com/datahub-project/datahub/pull/8824
• ci: make wheel builds more robust by @hsheth2 in https://github.com/datahub-project/datahub/pull/8815
• feat(cli): fix upload ingest cli endpoint by @pedro93 in https://github.com/datahub-project/datahub/pull/8826
• docs(transformer): fix names in sample code of 'pattern_add_dataset_domain' by @Starkie in https://github.com/datahub-project/datahub/pull/8755
• fix(siblingsHook): check number of dbtUpstreams instead of all upStreams by @ethan-cartwright in https://github.com/datahub-project/datahub/pull/8817
• fix(java) Update DataProductMapper to always return a name by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8832
• build(ingest): Bump jsonschema for Python >= 3.8 by @asikowitz in https://github.com/datahub-project/datahub/pull/8836
• feat(ingest/rest-emitter): Do not raise error on retry failure to get better error messages by @asikowitz in https://github.com/datahub-project/datahub/pull/8837
• ci: add markdown-link-check by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8771
• docs(managed datahub): release notes 0.2.11 by @anshbansal in https://github.com/datahub-project/datahub/pull/8830
• build(ingest): Remove constraint on jsonschema for Python >= 3.8 by @asikowitz in https://github.com/datahub-project/datahub/pull/8842
• fix(build): clean task cleanup generated src by @anshbansal in https://github.com/datahub-project/datahub/pull/8844
• feat(ci): disable ingestion smoke build by @anshbansal in https://github.com/datahub-project/datahub/pull/8845
• fix: fix quickstart page by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8784
• feat(bigquery): add better timers around every API call by @mayurinehate in https://github.com/datahub-project/datahub/pull/8626
• feat(ingestion/dynamodb): Add DynamoDB as new metadata ingestion source by @TonyOuyangGit in https://github.com/datahub-project/datahub/pull/8768
• feat(ingest/bigquery): support bigquery profiling with sampling by @mayurinehate in https://github.com/datahub-project/datahub/pull/8794
• Fix for edit_documentation and glossary_navigation cypress tests by @kkorchak in https://github.com/datahub-project/datahub/pull/8838
• feat(ui/java) Update domains to be nested by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8841
• dcs(ml-models): enhancing ml model documentation by @gabe-lyons in https://github.com/datahub-project/datahub/pull/8848
• logging(lineage): adding some lineage explorer and impact analysis logging by @gabe-lyons in https://github.com/datahub-project/datahub/pull/8849
• fix(gms): lower telemetry error log level by @hsheth2 in https://github.com/datahub-project/datahub/pull/8860
• fix(datahub-gms) usage stats queryRange API's Authorization error for Dataset Owners by @siladitya2 in https://github.com/datahub-project/datahub/pull/8819
• docs(observability): Add Custom Assertion user guide by @zmcnellis in https://github.com/datahub-project/datahub/pull/8854
• fix(airflow): fix provider loading exception by @hsheth2 in https://github.com/datahub-project/datahub/pull/8861
• Fix glossary_navigation.js by @kkorchak in https://github.com/datahub-project/datahub/pull/8864
• Managing Secrets Cypress test by @kkorchak in https://github.com/datahub-project/datahub/pull/8863
• feat(ui) Make certain things disabled if read only mode is enabled by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8870
• fix(ingest): fix mode lint error by @mayurinehate in https://github.com/datahub-project/datahub/pull/8875
• feat(search): update to support OpenSearch 2.x by @david-leifker in https://github.com/datahub-project/datahub/pull/8852
• docs(observability): Custom Assertion user guide updates by @zmcnellis in https://github.com/datahub-project/datahub/pull/8878
• feat(ingest): bump acryl-sqlglot by @hsheth2 in https://github.com/datahub-project/datahub/pull/8882
• feat(ingest): bulk fetch schema info for schema resolver by @mayurinehate in https://github.com/datahub-project/datahub/pull/8865
• fix(docs): remove link-checker from CI by @hsheth2 in https://github.com/datahub-project/datahub/pull/8883
• feat(entity-client): enable client side cache for entity-client and usage-client by @david-leifker in https://github.com/datahub-project/datahub/pull/8877
• docs: add homepage ctas by @jeffmerrick in https://github.com/datahub-project/datahub/pull/8866
• fix(ingest/bigquery): show report in output by @hsheth2 in https://github.com/datahub-project/datahub/pull/8867
• fix(docker): support alternate postgres db in postgres-setup by @hsheth2 in https://github.com/datahub-project/datahub/pull/8800
• feat(python): support custom models without forking by @hsheth2 in https://github.com/datahub-project/datahub/pull/8774
• fix(docs): fixes link to developers guides by @sgomezvillamor in https://github.com/datahub-project/datahub/pull/8809
• docs(authorization): correct policies example by @siladitya2 in https://github.com/datahub-project/datahub/pull/8833
• fix(report): too long report causes MSG_SIZE_TOO_LARGE in kafka by @sgomezvillamor in https://github.com/datahub-project/datahub/pull/8857
• docs(ingest/lookml): add guide on debugging lkml parse errors by @hsheth2 in https://github.com/datahub-project/datahub/pull/8890
• feat(ingest/kafka): support metadata mapping from kafka avro schemas by @mayurinehate in https://github.com/datahub-project/datahub/pull/8825
• feat(ingest/kafka-connect): Lineage for Kafka Connect > Snowflake by @shubhamjagtap639 in https://github.com/datahub-project/datahub/pull/8811
• fix(test): fix test execution by @david-leifker in https://github.com/datahub-project/datahub/pull/8889
• feat(ingest/snowflake): allow shares config without platform instance by @mayurinehate in https://github.com/datahub-project/datahub/pull/8803
• fix(ingest): bound types-requests by @hsheth2 in https://github.com/datahub-project/datahub/pull/8895
• fix(build): run codegen when building datahub-ingestion image by @hsheth2 in https://github.com/datahub-project/datahub/pull/8869
• fix(ingest/s3): Converting windows style path to posix one on local fs by @treff7es in https://github.com/datahub-project/datahub/pull/8757
• fix(docs): Rebranding custom to custom SQL by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8896
• docs(observability): Freshness Assertion Operation Types by @zmcnellis in https://github.com/datahub-project/datahub/pull/8907
• doc(ingestion): looker & lookml ingestion guide by @siddiquebagwan in https://github.com/datahub-project/datahub/pull/8006
• fix(ingest): bump typing-extensions by @hsheth2 in https://github.com/datahub-project/datahub/pull/8897
• feat(metadata-ingestion): implement mlflow source by @hariishaa in https://github.com/datahub-project/datahub/pull/7971
• feat(docs): Update ownership-types image urls by @pedro93 in https://github.com/datahub-project/datahub/pull/8905
• docs(website): style tweaks for readability and more open spacing by @jeffmerrick in https://github.com/datahub-project/datahub/pull/8876
• build(ingest/databricks): Relax databricks-sdk pin by @asikowitz in https://github.com/datahub-project/datahub/pull/8855
• test(ingest/delta-lake): Fix minio test for new version of delta-lake by @asikowitz in https://github.com/datahub-project/datahub/pull/8914
• doc: fix title of the ui ingestion guide & remove browse.md by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8916
• refactor(ingest/bigquery): Clarify table / view queries by @asikowitz in https://github.com/datahub-project/datahub/pull/8913
• refactor(ingest/graph): Factor out filter logic by @asikowitz in https://github.com/datahub-project/datahub/pull/8888
• fix(docker): move base image to -base tag, full image to head by @david-leifker in https://github.com/datahub-project/datahub/pull/8919
• fix(docker): slim tags by @david-leifker in https://github.com/datahub-project/datahub/pull/8922
• ci: Docker slim tag fix by @david-leifker in https://github.com/datahub-project/datahub/pull/8925
• refactor(misc): testngJava fix, systemrestli client, cache key fix, e… by @david-leifker in https://github.com/datahub-project/datahub/pull/8926
• feat(openapi): openapi v2 updates by @david-leifker in https://github.com/datahub-project/datahub/pull/8927
• fix(data-product): show data product card on home page by @Endtry in https://github.com/datahub-project/datahub/pull/8924
• fix(graphql): support additional types in scrollAcrossEntities by @hsheth2 in https://github.com/datahub-project/datahub/pull/8891
• docs: update cta links for acryl by @hsheth2 in https://github.com/datahub-project/datahub/pull/8908
• feat(docs): Corrects release version for custom ownership types. by @pedro93 in https://github.com/datahub-project/datahub/pull/8847
• docs: fix typo in impact-analysis.md by @Erik-McKelvey in https://github.com/datahub-project/datahub/pull/8915
• feat(chrom-ext-editable): set readOnly to false so that side navigati… by @Endtry in https://github.com/datahub-project/datahub/pull/8930
• fix(client): use value for RelationshipDirection by @eboneil in https://github.com/datahub-project/datahub/pull/8912
• fix(fine-grained lineage) CLL for datajob downstreams by @eboneil in https://github.com/datahub-project/datahub/pull/8937
• fix(ingest): refactor test markers + fix disk space issues in CI by @hsheth2 in https://github.com/datahub-project/datahub/pull/8938
• fix(cli): make quickstart docker compose up command more robust by @hsheth2 in https://github.com/datahub-project/datahub/pull/8929
• feat(transfomer): add transformer to get ownership from tags by @anshbansal in https://github.com/datahub-project/datahub/pull/8748
• docs(lineage): Lineage docs refactoring by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8899
• feat(ingestion/powerbi): column level lineage extraction for M-Query by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/8796
• feat(ingest/airflow): airflow plugin v2 by @hsheth2 in https://github.com/datahub-project/datahub/pull/8853
• feat(ingest/snowflake): initialize schema resolver from datahub for l… by @mayurinehate in https://github.com/datahub-project/datahub/pull/8903
• feat(bigquery): excluding projects without any datasets from ingestion by @upendrao in https://github.com/datahub-project/datahub/pull/8535
• feat(ingest/unity): Ingest notebooks and their lineage by @asikowitz in https://github.com/datahub-project/datahub/pull/8940
• test(ingest/unity): Add Unity Catalog memory performance testing by @asikowitz in https://github.com/datahub-project/datahub/pull/8932
• doc: DataHubUpgradeHistory_v1 by @sgomezvillamor in https://github.com/datahub-project/datahub/pull/8918
• fix: fix typo on aws guide by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8944
• feat(dbt-ingestion): add documentation link from dbt source to institutionalMemory by @ethan-cartwright in https://github.com/datahub-project/datahub/pull/8686
• refactor(style): Improve search bar input focus + styling by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8955
• feat: data contracts models + CLI by @hsheth2 in https://github.com/datahub-project/datahub/pull/8923
• ci: tweak ci runs to decrease wait time of devs by @anshbansal in https://github.com/datahub-project/datahub/pull/8945
• docs(ingest): add permissions required for athena ingestion by @mayurinehate in https://github.com/datahub-project/datahub/pull/8948
• feat(ingestion/dynamodb): implement pagination for list_tables by @jinlintt in https://github.com/datahub-project/datahub/pull/8910
• feat(ci): enable ci to run on PR-s targeting all branches by @shirshanka in https://github.com/datahub-project/datahub/pull/8933
• feat(ingest/dbt): support use_compiled_code and test_warnings_are_errors by @hsheth2 in https://github.com/datahub-project/datahub/pull/8956
• refactor(boot): increases wait timeout for servlets initialization by @PatrickfBraz in https://github.com/datahub-project/datahub/pull/8947
• fix(ingest/unity): Remove metastore from ingestion and urns; standardize platform instance; add notebook filter by @asikowitz in https://github.com/datahub-project/datahub/pull/8943
• fix: add retry for fetch_url by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8958
• feat(ingest/unity): Use ThreadPoolExecutor for CLL by @asikowitz in https://github.com/datahub-project/datahub/pull/8952
• feat(ingest/snowflake): support profiling with sampling by @mayurinehate in https://github.com/datahub-project/datahub/pull/8902
• Manage Access Tokens Cypress test by @kkorchak in https://github.com/datahub-project/datahub/pull/8936
• Nested domains cypress test by @kkorchak in https://github.com/datahub-project/datahub/pull/8879
• feat(models/assertion): Add SQL Assertions by @asikowitz in https://github.com/datahub-project/datahub/pull/8969
• feat(ingest): incremental lineage source helper by @mayurinehate in https://github.com/datahub-project/datahub/pull/8941
• feat(ingest): refactor + simplify incremental lineage helper by @mayurinehate in https://github.com/datahub-project/datahub/pull/8976
• fix(lint): run black, isort by @anshbansal in https://github.com/datahub-project/datahub/pull/8978
• fix(setup): drop older table if exists by @anshbansal in https://github.com/datahub-project/datahub/pull/8979
• feat(ingest/tableau): Allow parsing of database name from fullName by @asikowitz in https://github.com/datahub-project/datahub/pull/8981
• feat(auth): add data platform instance field resolver provider by @amanda-her in https://github.com/datahub-project/datahub/pull/8828
• feat(graphql): Added datafetcher for DataPlatformInstance entity by @siladitya2 in https://github.com/datahub-project/datahub/pull/8935
• feat(config): configurable bootstrap policies file by @sgomezvillamor in https://github.com/datahub-project/datahub/pull/8812
• feat(ingestion/redshift): CLL support in redshift by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/8921
• fix(ingest): Fix postgres lineage within views by @harsha-mandadi-4026 in https://github.com/datahub-project/datahub/pull/8906
• refactor(ingest/dbt): move dbt tests logic to dedicated file by @hsheth2 in https://github.com/datahub-project/datahub/pull/8984
• fix(ingest/snowflake): fix sample fraction for very large tables by @mayurinehate in https://github.com/datahub-project/datahub/pull/8988
• fix: Display generic not found page for corp groups that do not exist by @jayasimhankv in https://github.com/datahub-project/datahub/pull/8880
• fix(ingest/looker): stop emitting tag owner by @sgomezvillamor in https://github.com/datahub-project/datahub/pull/8942
• feat(ingest): add output schema inference for sql parser by @hsheth2 in https://github.com/datahub-project/datahub/pull/8989
• fix(ingest/bigquery): Fix shard regexp to match without underscore as well by @treff7es in https://github.com/datahub-project/datahub/pull/8934
• feat(ingestion): Adding config option to auto lowercase dataset urns by @treff7es in https://github.com/datahub-project/datahub/pull/8928
• feat(ingest/s3): support .gzip and fix decompression bug by @hsheth2 in https://github.com/datahub-project/datahub/pull/8990
• feat(ingestion): Adds support for memory profiling by @pedro93 in https://github.com/datahub-project/datahub/pull/8856
• feat(auth): add group membership field resolver provider by @amanda-her in https://github.com/datahub-project/datahub/pull/8846
• Query plus filter search test by @kkorchak in https://github.com/datahub-project/datahub/pull/8993
• feat(ingest/teradata): Teradata source by @treff7es in https://github.com/datahub-project/datahub/pull/8977
• ci(ingest): update base requirements by @anshbansal in https://github.com/datahub-project/datahub/pull/8995
• docs(Acryl DataHub): release notes for 0.2.12 by @anshbansal in https://github.com/datahub-project/datahub/pull/9006
• feat(cli/datacontract): Add data quality assertion support by @asikowitz in https://github.com/datahub-project/datahub/pull/8968
• feat(ingest/teradata): view parsing by @treff7es in https://github.com/datahub-project/datahub/pull/9005
• Adding missing sqlparser libs to setup.py by @treff7es in https://github.com/datahub-project/datahub/pull/9015
• feat(graphql): support filtering based on greater than/less than criteria by @iprentic in https://github.com/datahub-project/datahub/pull/9001
• build(ingest): remove ratelimiter dependency by @mayurinehate in https://github.com/datahub-project/datahub/pull/9008
• build(ingest/redshift): Add sqlglot dependency by @asikowitz in https://github.com/datahub-project/datahub/pull/9021
• feat(ingest/teradata): Add option to not use file backed dict for view definitions by @asikowitz in https://github.com/datahub-project/datahub/pull/9024
• feat(ingest/unity-catalog): Support external S3 lineage by @asikowitz in https://github.com/datahub-project/datahub/pull/9025
• fix(ingest) - Fix file backed collection temp directory removal by @treff7es in https://github.com/datahub-project/datahub/pull/9027
• add dependency level to scrollAcrossLineage search results by @ethan-cartwright in https://github.com/datahub-project/datahub/pull/9016
• add create dataproduct example by @ethan-cartwright in https://github.com/datahub-project/datahub/pull/9009
• Download Lineage Results Cypress Test by @kkorchak in https://github.com/datahub-project/datahub/pull/9017
• fix(ingest/bigquery): Remove table name restrictions (allow $ and @) by @asikowitz in https://github.com/datahub-project/datahub/pull/9030
• chore(docker): update base images to alpine 3.18 by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8967
• fix(frontend): update cookie module by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8862
• docs(datahub-lite): Fix recipe by @asikowitz in https://github.com/datahub-project/datahub/pull/9023
• fix(ingest): fix typo in parsing list of groups by @mayurinehate in https://github.com/datahub-project/datahub/pull/9037
• feat(ingestion/Vertica): Fixed vertica integration test Updated vertica dialect by @vishalkSimplify in https://github.com/datahub-project/datahub/pull/9011
• fix(ingest/sqlalchemy): Fix URL parsing when sqlalchemy_uri provided by @asikowitz in https://github.com/datahub-project/datahub/pull/9032
• feature(ingest/athena): introduce support for complex and nested schemas in Athena by @bossenti in https://github.com/datahub-project/datahub/pull/8137
• docs: adding documentation for deployment of DataHub on Azure by @Saketh-Mahesh in https://github.com/datahub-project/datahub/pull/8612
• feat(frontend/ingestion): Support flagged / warning / connection failure statuses; add recipe by @asikowitz in https://github.com/datahub-project/datahub/pull/8920
• feat(avro): upgrade avro to 1.11 by @RyanHolstien in https://github.com/datahub-project/datahub/pull/9031
• fix(search): Detect field type for use in defining the sort order by @iprentic in https://github.com/datahub-project/datahub/pull/8992
• fix(api): Add preceding / to get index sizes path by @iprentic in https://github.com/datahub-project/datahub/pull/9043
• fix(search): Apply SearchFlags passed in through to scroll queries by @iprentic in https://github.com/datahub-project/datahub/pull/9041
• fix(ownership): Corrects validation of ownership type and makes it consistent across graphQL calls by @pedro93 in https://github.com/datahub-project/datahub/pull/9044
• docs(protobuf) Update messaging around nesting messages by @eboneil in https://github.com/datahub-project/datahub/pull/9048
• Use data-testids for glossary_navigation and dataset_ownership tests by @kkorchak in https://github.com/datahub-project/datahub/pull/9033
• test(ingest/delta-lake): Fix integration tests by @asikowitz in https://github.com/datahub-project/datahub/pull/9056
• Ingestion source creation cypress test by @kkorchak in https://github.com/datahub-project/datahub/pull/8850
• docs: fix lineage capability annotations by @hsheth2 in https://github.com/datahub-project/datahub/pull/8954
• Added more data-testid usage for edit_documentation and managing_secr… by @kkorchak in https://github.com/datahub-project/datahub/pull/9060
• fix(search): fix mapping builder bug by @david-leifker in https://github.com/datahub-project/datahub/pull/9062
• feat(ingestion): Adds more advanced configurations for runtime debugging by @pedro93 in https://github.com/datahub-project/datahub/pull/8998
• feat(ingest/s3): S3 add partition to schema by @treff7es in https://github.com/datahub-project/datahub/pull/8900
• feat(frontend): Remove debug flag from start script by @pedro93 in https://github.com/datahub-project/datahub/pull/9075
• feat(sqlparser): parse create DDL statements by @hsheth2 in https://github.com/datahub-project/datahub/pull/9002
• docs(ingest): update to get_workunits_internal by @eboneil in https://github.com/datahub-project/datahub/pull/9054
• Column level lineage and path test by @kkorchak in https://github.com/datahub-project/datahub/pull/8822
• refactor(ingest): Move sqlalchemy import out of sql_types.py by @asikowitz in https://github.com/datahub-project/datahub/pull/9065
• fix(ingest): add releases link by @hsheth2 in https://github.com/datahub-project/datahub/pull/9014
• fix(ingest/bigquery): Correctly apply table pattern to read events; fix end time calculation; deprecate match_fully_qualified_names by @asikowitz in https://github.com/datahub-project/datahub/pull/9077
• feat(sqlparser): extract CLL from updates by @hsheth2 in https://github.com/datahub-project/datahub/pull/9078
• fix(ui): Fixes handling of resources filters in UI by @skrydal in https://github.com/datahub-project/datahub/pull/9087
• docs(ingest/bigquery): Add docs for breaking change: match_fully_qualified_names by @asikowitz in https://github.com/datahub-project/datahub/pull/9094
• docs(update): Added info on breaking change for policies by @skrydal in https://github.com/datahub-project/datahub/pull/9093
• docs: add luckyorange script to head by @yoonhyejin in https://github.com/datahub-project/datahub/pull/9080
• design: refactor docs navbar by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8975
• fix(ingest): update athena type mapping by @hsheth2 in https://github.com/datahub-project/datahub/pull/9061
• feat(ingest/datahub-source): Allow ingesting aspects from the entitiesV2 API by @asikowitz in https://github.com/datahub-project/datahub/pull/9089
• feat(ingestion/redshift): support auto_incremental_lineage by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/9010
• feat(auth): Add backwards compatible field resolver by @pedro93 in https://github.com/datahub-project/datahub/pull/9096
• build(gradle): Support IntelliJ 2023.2.3 by @asikowitz in https://github.com/datahub-project/datahub/pull/9034
• build(ingest): Bump avro pin: security vulnerability by @asikowitz in https://github.com/datahub-project/datahub/pull/9042
• fix(ingestion/redshift): fix schema field data type mappings by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/9053
• fix(datahub-protobuf): add check if nested field is reserved by @dyhn78 in https://github.com/datahub-project/datahub/pull/9058
• fix(ingest): better handling around sink errors by @hsheth2 in https://github.com/datahub-project/datahub/pull/9003
• feat(ingest/bigquery): Attempt to support raw dataset pattern by @asikowitz in https://github.com/datahub-project/datahub/pull/9109
• docs(observability): Column Assertion user guide by @zmcnellis in https://github.com/datahub-project/datahub/pull/9106

New Contributors

• @Ramendra761 made their first contribution in https://github.com/datahub-project/datahub/pull/8541
• @ukayani made their first contribution in https://github.com/datahub-project/datahub/pull/8539
• @cjm98332 made their first contribution in https://github.com/datahub-project/datahub/pull/8642
• @ethan-cartwright made their first contribution in https://github.com/datahub-project/datahub/pull/8817
• @hariishaa made their first contribution in https://github.com/datahub-project/datahub/pull/7971
• @Endtry made their first contribution in https://github.com/datahub-project/datahub/pull/8924
• @Erik-McKelvey made their first contribution in https://github.com/datahub-project/datahub/pull/8915
• @upendrao made their first contribution in https://github.com/datahub-project/datahub/pull/8535
• @jayasimhankv made their first contribution in https://github.com/datahub-project/datahub/pull/8880
• @Saketh-Mahesh made their first contribution in https://github.com/datahub-project/datahub/pull/8612
• @dyhn78 made their first contribution in https://github.com/datahub-project/datahub/pull/9058

Full Changelog: https://github.com/datahub-project/datahub/compare/v0.11.0...v0.12.0

Release Highlights

Potential Downtime

This release introduces substantial improvements to search ranking which require reindexing indices.

During the reindexing:

• a system-update job will set indices to read-only and create a backup/clone of each index
• new components will be prevented from start-up until the reindex completes
• Helm deployments will go into read-only mode and new ingestion runs will fail

This process can take anywhere from 5 minutes to multiple hours; as a rough estimate, please expect it to take 1 hour for every 2.3 million entities. After the reindex is complete, please check your ingestion run to re-run any that did not complete.

User Experience

New Search and Browse Experience

We have some really exciting improvements to the DataHub user experience in this release! The new search and browse experience, which was first made available in the previous release behind a feature flag, is now on by default. Check out our release notes for v0.10.5 to get more information and documentation on this new Browse experience.

<div> <a href="https://www.loom.com/share/10a5de90e7084e98b3a84fa1dc83a825"> <p> Learn all about the new Search and Browse experience! </p> </a> <a href="https://www.loom.com/share/10a5de90e7084e98b3a84fa1dc83a825"> <img style="max-width:300px;" src="https://cdn.loom.com/sessions/thumbnails/10a5de90e7084e98b3a84fa1dc83a825-with-play.gif"> </a> </div>

Improvements to Search

In addition to the ranking changes mentioned above, this release includes changes to the highlighting of search entities to understand why they match your query. You can also sort your results alphabetically or by last updated times, in addition to relevance. In this release, we suggest a correction if your query has a typo in it.

<div> <a href="https://www.loom.com/share/97abf74703d04457b96da3fed041089d"> <p>See the Search improvements in action!</p> </a> <a href="https://www.loom.com/share/97abf74703d04457b96da3fed041089d"> <img style="max-width:300px;" src="https://cdn.loom.com/sessions/thumbnails/97abf74703d04457b96da3fed041089d-1693606777695-with-play.gif"> </a> </div>

Manage Home Page Posts

In this release we now enable you to create and delete pinned announcements on your DataHub homepage! If you have the “Manage Home Page Posts” platform privilege you’ll see a new section in settings called “Home Page Posts” where you can create and delete text posts and link posts that your users see on the home page.

OpenAPI Endpoints Expanded

OpenAPI entity and aspect endpoints expanded to improve developer experience when using this API with additional aspects to be added in the near future.

Metadata ingestion

Added support for Confluent S3 Sink Connector, extracting stored procedures and jobs from mssql, and snowflake shares. Additionally, sql parsing source now converts query logs into CLL and usage.

Developer Experience

The CLI now supports recursive deletes.

Versioned documentation

Starting from this release, we support versioned documentation on the datahub docs site! Select the version you’re on and browse docs specifically at that version.

Performance Improvements

• Batching of default aspects on initial ingestion (SQL)
• Improvements to multi-threading. Ingestion recipes, if previously reduced to 1 thread, can be restored to the 15 thread default.
• Gradle 7 upgrade moderately improves build speed
• DataHub Ingestion slim images reduced in size by 2GB+

Important Bug Fixes

• Glue Schema Registry fixed

Deprecation Notice

• MAE Events are no longer produced. MAE events have been deprecated for over a year.

What's Changed

• feat(ingest/presto-on-hive): enable partition key for presto-on-hive by @zheyu001 in https://github.com/datahub-project/datahub/pull/8380
• feat(classification): allow parallelisation to reduce time by @mayurinehate in https://github.com/datahub-project/datahub/pull/8368
• feat(ingest): Add metabase database id to platform instance mapping by @k-popov in https://github.com/datahub-project/datahub/pull/8359
• feat(ingest): add ability to read other method types than GET for OAS ingest recipes by @jsmilkstein in https://github.com/datahub-project/datahub/pull/8303
• fix(ingest): fix data platform urn in dataset_urn_to_key and dataset_key_to_urn by @Masterchen09 in https://github.com/datahub-project/datahub/pull/8209
• fix(ingest/s3): wrong sorting in case of multi-partition key by @anshbansal in https://github.com/datahub-project/datahub/pull/8536
• fix(ingest/presto): fix presto on hive test failures by @hsheth2 in https://github.com/datahub-project/datahub/pull/8548
• Cypress test for managing groups by @kkorchak in https://github.com/datahub-project/datahub/pull/8520
• feat(ingest/kafka-connect): add support for Confluent S3 Sink Connector by @tusharm in https://github.com/datahub-project/datahub/pull/8298
• Variable rename - Allows deselection of members in add members modal for a group by @Sukeerthi31 in https://github.com/datahub-project/datahub/pull/8529
• fix(ingest/s3): catch no such bucket exception instead of failing by @anshbansal in https://github.com/datahub-project/datahub/pull/8549
• fix(ingest): add tableau sqlglot dep by @hsheth2 in https://github.com/datahub-project/datahub/pull/8552
• fix(ingetion/mssql): convert dataset urns to lowercase by @siddiquebagwan in https://github.com/datahub-project/datahub/pull/8551
• Fix flaky add_user smoke test by @kkorchak in https://github.com/datahub-project/datahub/pull/8471
• feat(ci): use docker registry cache by @hsheth2 in https://github.com/datahub-project/datahub/pull/8544
• fix(glue): restore glue configurations by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8533
• build(release): Update files for 0.10.5 release by @iprentic in https://github.com/datahub-project/datahub/pull/8556
• docs(release): Update updating-datahub.md for 0.10.5 release by @iprentic in https://github.com/datahub-project/datahub/pull/8557
• feat(ingestion/snowflake): use user email-id in urn generation for top users stat by @siddiquebagwan in https://github.com/datahub-project/datahub/pull/8513
• docs(development.md): Minor grammatical error by @PauloGoncalvesLima in https://github.com/datahub-project/datahub/pull/8558
• fix(usage): Update index lifecycle policy to not delete old datahub usage events by @iprentic in https://github.com/datahub-project/datahub/pull/8565
• fix(ui): Simplify background color for Entity Health Status popover by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8559
• fix: add --write args on pre-commit prettier by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8560
• docs(observe): Add feature doc for Freshness Assertions by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8547
• docs(updating): add details on Unified Search & Browse experience by @maggiehays in https://github.com/datahub-project/datahub/pull/8568
• fix: fix features section by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8571
• feat(ingest): allow lower freq profiling based on date of month/day of week by @anshbansal in https://github.com/datahub-project/datahub/pull/8489
• fix(stats): default to 3 months by @anshbansal in https://github.com/datahub-project/datahub/pull/8566
• fix(aspect): count query only for relevant aspect index by @iprentic in https://github.com/datahub-project/datahub/pull/8569
• feat(quickstart): bump quickstart start periods more by @hsheth2 in https://github.com/datahub-project/datahub/pull/8573
• Origin/cypress test for managing policies by @kkorchak in https://github.com/datahub-project/datahub/pull/8554
• feat(ui) Show source documentation when editing entity documentation by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8516
• fix(ingest): handle redaction of configs with int keys by @hsheth2 in https://github.com/datahub-project/datahub/pull/8545
• fix(ingest/snowflake): maintain qualified name casing, do not lowercase by @mayurinehate in https://github.com/datahub-project/datahub/pull/8574
• feat(docs): add github repo links to readme and docs by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8422
• feat(ebean): Add metric in ebean aspect DAO for failed tries, as well as failed operation… by @iprentic in https://github.com/datahub-project/datahub/pull/8576
• refactor(search) Use search across multiple-entities API, deprecate Aggregator classes by @iprentic in https://github.com/datahub-project/datahub/pull/8498
• feat(siblings): dont show multiple platform icons if the siblings are ghost nodes by @gabe-lyons in https://github.com/datahub-project/datahub/pull/8543
• docs(lineage): Add description to make_lineage_mce by @eboneil in https://github.com/datahub-project/datahub/pull/8596
• doc(ingest/log): failure log at pipeline level document by @anshbansal in https://github.com/datahub-project/datahub/pull/8591
• Dataset ownership test by @kkorchak in https://github.com/datahub-project/datahub/pull/8583
• doc(release): release notes for 0.2.10 by @anshbansal in https://github.com/datahub-project/datahub/pull/8599
• docs(release): fix typo by @anshbansal in https://github.com/datahub-project/datahub/pull/8600
• feat(ui): apply views to: domains, containers, terms by @eboneil in https://github.com/datahub-project/datahub/pull/8572
• feat(search): embedded view dropdown by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8598
• fix(ingest/file): remove entity_type_counts and aspect_counts by @hsheth2 in https://github.com/datahub-project/datahub/pull/8586
• fix(ingest): use hive pure_sasl variant by @hsheth2 in https://github.com/datahub-project/datahub/pull/8570
• Feat(ingest/ldap)fix list index out of range error by @alplatonov in https://github.com/datahub-project/datahub/pull/8525
• harden autocomplete test by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8603
• feat(ui/graphql) Add ability to sort search results from search results page by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8595
• fix(ingest): Add client_certificate_path for rest client cert instead of ca_certif… by @mkamalas in https://github.com/datahub-project/datahub/pull/8581
• refactor(graphql): extract code into metadata-io part 1 by @anshbansal in https://github.com/datahub-project/datahub/pull/8607
• docs(ingest): update s3 and gcs doc with concept mapping by @mayurinehate in https://github.com/datahub-project/datahub/pull/8575
• Fix(ingestion/clickhouse) move to two tier sqlalchemy by @alplatonov in https://github.com/datahub-project/datahub/pull/8300
• fix(cypress): attempt to fix autocomplete test by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8619
• fix(cleanup): cleanup of 2 sub-modules by @anshbansal in https://github.com/datahub-project/datahub/pull/8616
• docs(ingsetion/csv-enricher): fix sample csv mentioned in Docstrings by @siddiquebagwan in https://github.com/datahub-project/datahub/pull/8432
• feat(ingest): allow relative start time config by @mayurinehate in https://github.com/datahub-project/datahub/pull/8562
• fix(ingest/airflow): make inlets work again by @hsheth2 in https://github.com/datahub-project/datahub/pull/8631
• feat(ingest/s3): Adding option to pass in any spark config property to s3 source by @treff7es in https://github.com/datahub-project/datahub/pull/8621
• feat(impact analysis): allow deep linking of url params in impact analysis by @gabe-lyons in https://github.com/datahub-project/datahub/pull/8617
• feat(ui) Display combined sibling results in search + 2 minor updates by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8602
• feat(ui) Display consistent search results in embedded searches by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8597
• feat(ingest): Add DataHub source by @asikowitz in https://github.com/datahub-project/datahub/pull/8561
• fix(ingest/okta): fix event_loop RuntimeError with nested asyncio by @skrydal in https://github.com/datahub-project/datahub/pull/8637
• fix(ingest/kafka): use SchemaReference properties instead of dict access by @Deepankarkr in https://github.com/datahub-project/datahub/pull/8615
• feat(ingestion/ldap): flag to ingest ldap users with email instead of username by @Deepankarkr in https://github.com/datahub-project/datahub/pull/8606
• Combine siblings in autocomplete by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8610
• fix(ingest): avoid mutable defaults in powerbi dataclass by @hsheth2 in https://github.com/datahub-project/datahub/pull/8609
• chore(spring): upgrade minor versions of spring components by @david-leifker in https://github.com/datahub-project/datahub/pull/8627
• docs(quickstart): quickstart documentation, clarification on production by @david-leifker in https://github.com/datahub-project/datahub/pull/8628
• feat(datahub-ingestion): refactor datahub ingestion slim images by @david-leifker in https://github.com/datahub-project/datahub/pull/8515
• bug(8584): emit data_platform_instance aspect if the config has platform_instance by @jinlintt in https://github.com/datahub-project/datahub/pull/8585
• chore(snappy): fix snappy version constraint by @david-leifker in https://github.com/datahub-project/datahub/pull/8629
• chore(hazelcast): update hazelcast version by @david-leifker in https://github.com/datahub-project/datahub/pull/8633
• feat(graphql) Support exists operator in GraphQL Search API by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8652
• [fix] [health ui] Removing ghost 0 for health signals on search cards by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8587
• fix(data products): removing data products filter in search as its not indexed on entity documents by @gabe-lyons in https://github.com/datahub-project/datahub/pull/8650
• feat(ingest/bigquery): add tag to BigQuery clustering columns by @ANich in https://github.com/datahub-project/datahub/pull/8495
• fix(ingest/snowflake): fix usage enum bug by @hsheth2 in https://github.com/datahub-project/datahub/pull/8649
• feat(ingest/dbt-cloud): use job-based graphql queries by @hsheth2 in https://github.com/datahub-project/datahub/pull/8647
• Add and remove documentation and link for dataset by @kkorchak in https://github.com/datahub-project/datahub/pull/8604
• Lineage column level test by @kkorchak in https://github.com/datahub-project/datahub/pull/8641
• tests(search): search golden tests by @eboneil in https://github.com/datahub-project/datahub/pull/8605
• Add test case for dataset deprecation test by @kkorchak in https://github.com/datahub-project/datahub/pull/8646
• docs(ingest/kafka-connect): add details on platform instance mapping by @mayurinehate in https://github.com/datahub-project/datahub/pull/8654
• docs(ingest/airflow): add capture_executions to docs by @hsheth2 in https://github.com/datahub-project/datahub/pull/8662
• Fix a few view select issues by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8670
• feat(search): Add word gram analyzer for name fields by @iprentic in https://github.com/datahub-project/datahub/pull/8611
• fix(docker): misc docker fixes by @david-leifker in https://github.com/datahub-project/datahub/pull/8677
• tests(search): more golden tests by @eboneil in https://github.com/datahub-project/datahub/pull/8683
• test(ingest/vertica): Skip integration test failing CI; support arm Macs by @asikowitz in https://github.com/datahub-project/datahub/pull/8694
• ci: add needs_artifact_download output for ingestion image by @hsheth2 in https://github.com/datahub-project/datahub/pull/8695
• logs(ingestion/unity): Hide stack trace on sql parse failure logs by @asikowitz in https://github.com/datahub-project/datahub/pull/8657
• feat(ingestion/powerbi): support multiple tables as upstream in native SQL parsing by @siddiquebagwan-gslab in https://github.com/datahub-project/datahub/pull/8592
• build(ingest): Bump pydantic pin by @asikowitz in https://github.com/datahub-project/datahub/pull/8660
• remove(ingest/snowflake): Remove legacy snowflake lineage by @asikowitz in https://github.com/datahub-project/datahub/pull/8653
• fix(ingest/ldap): Handle case when 'objectClass' not in attrs by @asikowitz in https://github.com/datahub-project/datahub/pull/8658
• fix(ui) Remove new Role entity from searchable entity types by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8655
• fix(java) Use alias for name search sorting and fix missing mappings by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8648
• feat(ui) Create page for managing home page posts by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8707
• fix(ingest/powerbi): add sqlglot python dep by @hsheth2 in https://github.com/datahub-project/datahub/pull/8704
• ci(ingest): make ingestion caching rules correct by @hsheth2 in https://github.com/datahub-project/datahub/pull/8685
• fix(cleanup): cleanup of 1 sub-module by @anshbansal in https://github.com/datahub-project/datahub/pull/8678
• fix(policies): fix concurrent modification exception by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8681
• fix(ingest/bigquery): Add config option to create DataPlatformInstance, default off by @asikowitz in https://github.com/datahub-project/datahub/pull/8659
• feat(ingest/looker): Record observed lineage timestamps for Looker and LookML sources by @ANich in https://github.com/datahub-project/datahub/pull/7735
• feat(ingest/mssql): load jobs and stored procedures by @RChygir in https://github.com/datahub-project/datahub/pull/5363
• fix(ingestion/kafka-connect): update retrieval of database name in Debezium SQL Server by @Starkie in https://github.com/datahub-project/datahub/pull/8608
• feat(ingest/snowflake): tables from snowflake shares as siblings by @mayurinehate in https://github.com/datahub-project/datahub/pull/8531
• feat(ingest/sql-queries): Add sql queries source, SqlParsingBuilder, sqlglot_lineage performance optimizations by @asikowitz in https://github.com/datahub-project/datahub/pull/8494
• highlight matched fields in search results by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8651
• Add links to glossary term cards without counts by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8705
• fix non sibling document links by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8724
• refactor(policies): Rename edit all privilege to edit entity by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8722
• feat(java/ui) Add search suggestions to our search experience by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8710
• fix(cypress) Fix login.js cypress test by @chriscollins3456 in https://github.com/datahub-project/datahub/pull/8719
• Fixes for faling login.js and managing_groups.js Cypress tests by @kkorchak in https://github.com/datahub-project/datahub/pull/8725
• fix(kafka-setup): remove dependency confluent docker utils by @lix-mms in https://github.com/datahub-project/datahub/pull/8715
• docs(docs): add native versioning by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8714
• config(ingest/rest): Update rest sink defaults to retry more often by @asikowitz in https://github.com/datahub-project/datahub/pull/8729
• chore(jackson): update to released version of jackson by @david-leifker in https://github.com/datahub-project/datahub/pull/8674
• fix(examples): fix typo in business glossary bootstrap yml by @mayurinehate in https://github.com/datahub-project/datahub/pull/8703
• fix(schemaRegistry): change api servlet check to only apply to internal to fix glue support by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8693
• fix(ingest): stateful redundant run skip handler by @mayurinehate in https://github.com/datahub-project/datahub/pull/8467
• fix(superset): get alternate platform value if sqlalchemy_uri param is missing by @akhil7philip in https://github.com/datahub-project/datahub/pull/8667
• feat(ingest): support writing configs to files by @hsheth2 in https://github.com/datahub-project/datahub/pull/8696
• feat(search): De-duplicate scale factors across entities by @iprentic in https://github.com/datahub-project/datahub/pull/8718
• test(lineage): Add test for scroll across lineage by @iprentic in https://github.com/datahub-project/datahub/pull/8728
• feat(ingest/metabase): detect source table for cards sourced from other cards by @k-popov in https://github.com/datahub-project/datahub/pull/8577
• (ingestion) bug fix: emit platform instance aspect for dataset in Databricks ingestion by @jinlintt in https://github.com/datahub-project/datahub/pull/8671
• feat(config): Turn on new search & browse experience by default by @iprentic in https://github.com/datahub-project/datahub/pull/8737
• chore(ingest/s3) Bump Deequ and Pyspark version by @treff7es in https://github.com/datahub-project/datahub/pull/8638
• docs(ingest/openapi): Downgrade status from CERTIFIED to INCUBATING by @asikowitz in https://github.com/datahub-project/datahub/pull/8736
• feat(health): Adding Entity Health Status to the Lineage Graph View by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8739
• build(ingest): Pin mypy-boto3-sagemaker directly by @asikowitz in https://github.com/datahub-project/datahub/pull/8746
• feat(ingest/datahub): Improvements, bug fixes, and docs by @asikowitz in https://github.com/datahub-project/datahub/pull/8735
• docs(obseve): Adding Volume Assertion Guide by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8706
• fix(ingest/okta): Removed code closing okta's event_loop by @skrydal in https://github.com/datahub-project/datahub/pull/8675
• fix(highlight): disable full name highlight by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8750
• fix(ui): hide pages from web crawlers by @hsheth2 in https://github.com/datahub-project/datahub/pull/8738
• docs: add index pages for feature/deployment guides by @hsheth2 in https://github.com/datahub-project/datahub/pull/8723
• feat(docs): move versioned_sidebars to static-assets by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8743
• docs(observe): DataHub Operation freshness assertion guide by @zmcnellis in https://github.com/datahub-project/datahub/pull/8749
• feat(cli): support recursive deletes by @hsheth2 in https://github.com/datahub-project/datahub/pull/8709
• fix(ingest/bigquery): Handle null view_definition; remove view definition hash ids by @asikowitz in https://github.com/datahub-project/datahub/pull/8747
• feat(ingest/usage): Make cumulative query character limit configurable by @asikowitz in https://github.com/datahub-project/datahub/pull/8751
• fix(ingest/athena): Fixing db container id by @treff7es in https://github.com/datahub-project/datahub/pull/8689
• feat(systemMetadata): add pipeline names to system metadata by @hsheth2 in https://github.com/datahub-project/datahub/pull/8684
• ci: separate airflow build and test by @mayurinehate in https://github.com/datahub-project/datahub/pull/8688
• fix(ingest/athena): fix container linting by @hsheth2 in https://github.com/datahub-project/datahub/pull/8761
• fix(datahub-frontend) Give permission for start.sh so it can run by @rtekal in https://github.com/datahub-project/datahub/pull/8594
• feat(sql-parser): schema-aware output column casing by @hsheth2 in https://github.com/datahub-project/datahub/pull/8760
• fix(ingest/bigquery): Filter out fine grained lineage with no upstreams by @asikowitz in https://github.com/datahub-project/datahub/pull/8758
• feat(iceberg): Upgrade Iceberg ingestion source to pyiceberg 0.4.0 by @cccs-eric in https://github.com/datahub-project/datahub/pull/8357
• Allow frontend to use http proxy by @githendrik in https://github.com/datahub-project/datahub/pull/8691
• docs(observe): Dataset Profile volume assertion guide by @zmcnellis in https://github.com/datahub-project/datahub/pull/8764
• docs:fix broken img links under managed-datahub by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8769
• fix:small typo on graphql tutorial by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8741
• refactor(build): upgrade to gradle 7 & guava update by @david-leifker in https://github.com/datahub-project/datahub/pull/8745
• fix(siblings): space icons out by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8767
• chore(build): upgrade gradle wrapper by @hsheth2 in https://github.com/datahub-project/datahub/pull/8776
• feat(EntityService): batched transactions and ebean updates by @david-leifker in https://github.com/datahub-project/datahub/pull/8456
• fix(frontend): Fix"Logout with OIDC not working" by @FirKys in https://github.com/datahub-project/datahub/pull/8773
• docs:upgrade docusaurus version by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8770
• fix:change global graph url to static-assets by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8742
• doc(tests): fix endpoint param to push results by @anshbansal in https://github.com/datahub-project/datahub/pull/8783
• fix(elastic): improve error handling for profiling by @anshbansal in https://github.com/datahub-project/datahub/pull/8785
• chore(analytics): bump version by @joshuaeilers in https://github.com/datahub-project/datahub/pull/8786
• docs(session): add documentation for session token duration and fix default by @RyanHolstien in https://github.com/datahub-project/datahub/pull/8791
• fix(ingest/datahub): Support postgres; build(postgres): Modernize postgres docker setup by @asikowitz in https://github.com/datahub-project/datahub/pull/8762
• feat(airflow-plugin): add package type information by @mayurinehate in https://github.com/datahub-project/datahub/pull/8795
• feat(systemMetadata): Adding a lastRunId field system metadata by @jjoyce0510 in https://github.com/datahub-project/datahub/pull/8672
• added support for group-owners in dataflow entities by @dnks23 in https://github.com/datahub-project/datahub/pull/8154
• fix(ingest/tableau): fix tableau native CLL for snowflake, add type annotations by @mayurinehate in https://github.com/datahub-project/datahub/pull/8779
• fix(ingest/bigquery): fix partition and median queries for profiling by @mayurinehate in https://github.com/datahub-project/datahub/pull/8778
• docs: add datahub source to integrations page by @hsheth2 in https://github.com/datahub-project/datahub/pull/8787
• chore(ingest): upgrade sqlglot fork by @hsheth2 in https://github.com/datahub-project/datahub/pull/8775
• docs: minor fix on versioning navbar and dropdown by @jeffmerrick in https://github.com/datahub-project/datahub/pull/8790
• feat(ingest): drop sql_metadata parser by @hsheth2 in https://github.com/datahub-project/datahub/pull/8765
• fix(ingest): drop wrap_aspect_as_workunit method by @hsheth2 in https://github.com/datahub-project/datahub/pull/8766
• feat(search): Also de-duplicate the field queries based on field names by @iprentic in https://github.com/datahub-project/datahub/pull/8788
• feat(openapi): entity endpoints & analytics raw by @david-leifker in https://github.com/datahub-project/datahub/pull/8537
• docs(db-retention): update with default setting by @david-leifker in https://github.com/datahub-project/datahub/pull/8797
• fix(custom-search): fix custom search to be able to use unquoted query by @david-leifker in https://github.com/datahub-project/datahub/pull/8805
• feat: add feedback widget by @yoonhyejin in https://github.com/datahub-project/datahub/pull/8732
• fix(gms): Fixed Recently Viewed section for users with '@' in the URN. by @skrydal in https://github.com/datahub-project/datahub/pull/8754
• fix(spark-test): upgrade gradle and fix spark smoke test by @david-leifker in https://github.com/datahub-project/datahub/pull/8777

New Contributors

• @zheyu001 made their first contribution in https://github.com/datahub-project/datahub/pull/8380
• @jsmilkstein made their first contribution in https://github.com/datahub-project/datahub/pull/8303
• @tusharm made their first contribution in https://github.com/datahub-project/datahub/pull/8298
• @PauloGoncalvesLima made their first contribution in https://github.com/datahub-project/datahub/pull/8558
• @Deepankarkr made their first contribution in https://github.com/datahub-project/datahub/pull/8615
• @ANich made their first contribution in https://github.com/datahub-project/datahub/pull/8495
• @siddiquebagwan-gslab made their first contribution in https://github.com/datahub-project/datahub/pull/8592
• @RChygir made their first contribution in https://github.com/datahub-project/datahub/pull/5363
• @Starkie made their first contribution in https://github.com/datahub-project/datahub/pull/8608
• @akhil7philip made their first contribution in https://github.com/datahub-project/datahub/pull/8667
• @zmcnellis made their first contribution in https://github.com/datahub-project/datahub/pull/8749
• @githendrik made their first contribution in https://github.com/datahub-project/datahub/pull/8691
• @FirKys made their first contribution in https://github.com/datahub-project/datahub/pull/8773
• @dnks23 made their first contribution in https://github.com/datahub-project/datahub/pull/8154

Full Changelog: https://github.com/datahub-project/datahub/compare/v0.10.5...v0.11.0