Status of testing Providers that were prepared on February 26, 2026

[potiuk]

Body

I have a kind request for all the contributors to the latest provider distributions release.
Could you please help us to test the RC versions of the providers?

The guidelines on how to test providers can be found in

Verify providers by contributors

Let us know in the comments, whether the issue is addressed.

These are providers that require testing as there were some substantial changes introduced:

Provider amazon: 9.22.0rc2

• Support custom KMS keys in S3CopyObjectOperator (#60597): @dominikhei
  Linked issues:
  • Linked Issue #55708: @RajasGujarathi
• Add resume_glue_job_on_retry to GlueJobOperator (#59392): @henry3260
  Linked issues:
  • Linked Issue #59075: @wilsonhooi86
• Add best-effort cleanup to EmrCreateJobFlowOperator on post-creation failure (#61010): @SameerMesiah97
  Linked issues:
  • Linked Issue #60904: @SameerMesiah97
• Add best-effort cleanup to EksCreateNodegroupOperator on post-create failure (#61145): @SameerMesiah97
• Add best-effort cleanup to EcsRunTaskOperator on post-start failure (#61051): @SameerMesiah97
• Restrict EC2CreateInstanceOperator cleanup to waiter failures and add guard flag (#61272): @SameerMesiah97
  Linked issues:
  • Linked Issue #60904: @SameerMesiah97
  • Linked Issue #61145: @SameerMesiah97
  • Linked Issue #61010: @SameerMesiah97
  • Linked Issue #61051: @SameerMesiah97
• Add cancel_on_kill support for EMR Serverless deferrable operator (#60440): @cruseakshay
• Add delay in example_emr_eks after updating execution role (#62415): @vincbeck
• AIP-67 - Multi Team: Update AwsLambdaExecutor to support multi team (#61321): @henry3260
• Add SageMaker Unified Studio domain_id, project_id, domain_region as new parameters to SageMakerNotebookOperator (#62147): @Shnekit
  Linked issues:
  • Linked Issue #61498: @ruijiang-rjian
• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• EKS hook: Update auth. API version to v1 and replace non-POSIX 'source' with '.' (#61441): @idrisakorede
  Linked issues:
  • Linked Issue #60269: @andrewhharmon
• add wait_policy in EmrCreateJobFlorOperator (#61195): @henry3260
  Linked issues:
  • Linked Issue #61180: @karenbraganz
• Fix host in AWS auth manager (#61368): @vincbeck
• Fix variable name in exemple_emr_eks (#62480): @vincbeck
• fix S3RemoteLogIO using incorrect transfer config (#62423): @stephen-bracken
• Fix EKSPodOperator credential refresh errors and improve error handling (#57585) (#58743): @aviralgarg05
  Linked issues:
  • Linked Issue #57585: @NilsJPWerner
• Fix ECS Executor compatibility with Airflow 3.x in try_adopt_task_instances (#62192): @vincbeck
  Linked issues:
  • Linked Issue #58207: @iamapez
• fix(amazon): flush file buffer in S3Hook.download_file() before returning path (#62078): @pippo995
  Linked issues:
  • Linked Issue #61157: @amoghrajesh
• Handle CrawlerRunningException gracefully in GlueCrawlerOperator (#62016): @bahram-cdt
• RedshiftCreateClusterOperator could leave clusters running after failure (#61333): @SameerMesiah97
• Fix EKS operator failures by consolidating API version references into a shared constant (#61891): @ferruzzi
• Increase the redshift cluster deletion to 25 minutes in system tests (#62413): @vincbeck
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk
• Update trigger rule in example_emr_eks.py (#62228): @vincbeck
• Fix EKS system test xcom issue and standardize naming between tests (#61893): @ferruzzi
• Add warning about AWS auth manager being in alpha stage in identity-c… (#61745): @imrichardwu
• fix(amazon): Filter kwargs in AthenaSQLHook to prevent TypeError (#62227): @shivaam
  Linked issues:
  • Linked Issue #55678: @FrancisLfg

Provider apache.beam: 6.2.3rc1

• Support Python 3.13 in apache beam provider (#61978): @cruseakshay
  Linked issues:
  • Linked Issue #61434: @eladkal
  • Linked Issue #61730: @shahar1

Provider apache.drill: 3.3.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider apache.druid: 4.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider apache.hive: 9.3.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Fix HiveServer2Hook password handling for PLAIN auth (#62338) (#62364): @shashbha14
  Linked issues:
  • Linked Issue #62338: @shashihoushengqia
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider apache.impala: 1.9.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider apache.pinot: 4.10.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider apache.spark: 5.5.1rc1

• spark_submit_hook: resolve connection master URL construction (#61528): @blcksrx

Provider celery: 3.17.0rc1

• Celery: explicitly specify psycopg2 in driverless postgres URLs (#62159): @Dev-iL
  Linked issues:
  • Linked Issue #61229: @Dev-iL
• docs(celery): fix wrong link in cli (#62460): @Lee-W
• Insert a team_name similar to team conf for 2.X compat (#61923): @o-nikolas
  Linked issues:
  • Linked Issue #61913: @potiuk

Provider cncf.kubernetes: 10.13.0rc1

• Add Kubernetes Secrets Backend to cncf.kubernetes provider (#61527): @piotrlinski
• Fix EKSPodOperator credential refresh errors and improve error handling (#57585) (#58743): @aviralgarg05
  Linked issues:
  • Linked Issue #57585: @NilsJPWerner
• fix: pod_override existing init_containers (#62284): @bintocher
  Linked issues:
  • Linked Issue #61074: @devgonvarun
• fix: Transient error state caused by rate limits from the container registry in KubernetesPodOperator (#62215): @johnhoran
  Linked issues:
  • Linked Issue #61775: @johnhoran

Provider common.compat: 1.14.0rc1

• Route providers to consume Stats from common compat provider (#61812): @amoghrajesh

Provider common.sql: 1.32.0rc2

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• task-sql-decorator: Introducing the @task.sql decorator (#60851): @jroachgolf84
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider databricks: 7.10.0rc1

• feat: Add OpenLineage methods to DatabricksHook (#62179): @kacpermuda
  Linked issues:
  • Linked Issue #62171: @kacpermuda
• Databricks OIDC token federation for Kubernetes deployment (#61458): @mwojtyczka
  Linked issues:
  • Linked Issue #54291: @devlucasc
• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Add missing template fields to DatabricksWorkflowTaskGroup (#61865): @pgagnon

Provider dbt.cloud: 4.6.5rc1

• Fix DbtCloudRunJobTrigger timeout error message and add final status check (#62306): @Vamsi-klu
  Linked issues:
  • Linked Issue #61979: @eran-moses-human

Provider edge3: 3.1.0rc1

• Introduce EdgeDBManager: Independent Provider Specific Database Schema Management (#61155): @dheerajturaga
  Linked issues:
  • Linked Issue #60752: @dheerajturaga
• Add Filtering to Edge UI Plugin Jobs Page (#61934): @Eason09053360
  Linked issues:
  • Linked Issue #61920: @jscheffl
• Route providers to consume Stats from common compat provider (#61812): @amoghrajesh
• Bump minimum prek version to 0.3.2 in edge3 provider (#62194): @dheerajturaga
• Auto-discover DB managers from provider.yaml (#62308): @dheerajturaga
• Upgrade dependency to minimatch (#62303): @jscheffl
• Warn when EdgeDBManager is missing from external_db_managers in config (#62204): @dheerajturaga
• Replace Base.metadata.remove() hack with dedicated Edge3 declarative base (#62202): @dheerajturaga
  Linked issues:
  • Linked Issue #61155: @dheerajturaga
• Enable dynamic generation of assets for Edge UI Plugin (#56456): @jscheffl
• docs: Add external_db_managers configuration requirement (#62203): @dheerajturaga

Provider elasticsearch: 6.5.0rc2

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Fix the write-to-es feature (#53821): @Owen-CH-Leung
  Linked issues:
  • Linked Issue #51456: @kmaksimovv
  • Linked Issue #62121: @Owen-CH-Leung
  • Linked Issue #50349: @peter-cheon
• add max_lines_per_page setting to ElasticsearchTaskHandler (#61492): @stephen-bracken

Provider exasol: 4.10.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider fab: 3.4.0rc1

• Auto-discover DB managers from provider.yaml (#62308): @dheerajturaga
• Feature/enable dynamic build of fab UI assets (#61959): @jscheffl
  Linked issues:
  • Linked Issue #56456: @jscheffl
  • Linked Issue #61958: @jscheffl
• feat(fab): Add configurable role key for Azure OAuth groups (#61585): @Eason09053360
  Linked issues:
  • Linked Issue #61567: @chsanjeev
• providers-fab: Handle database errors in cleanup_session_middleware Session.remove() (#62336): @8silvergun
  Linked issues:
  • Linked Issue #61480: @yulit0738
  • Linked Issue #57859: @FazalUrrehmanKhan
  • Linked Issue #59349: @berglh
  • Linked Issue #57470: @rebel-wansoo
• Fix 500 Error in FAB API Users endpoint by allowing naive datetimes i… (#62327): @anyeole
  Linked issues:
  • Linked Issue #62325: @anyeole
• fix(providers/fab): restore OAuth callback route exposure (#62151): @tschroeder-zendesk
  Linked issues:
  • Linked Issue #62028: @csp33
• fix: fab deserialize issue (#62153): @cruseakshay
  Linked issues:
  • Linked Issue #61480: @yulit0738
  • Linked Issue #61761: @inkerinmaa
  • Linked Issue #61518: @anavrotski
  • Linked Issue #61943: @MonsterChenzhuo
• Fix FAB auth_manager load_user causing PendingRollbackError and Inter… (#61943): @MonsterChenzhuo
• Unify get_permissions pagination with other list endpoints (#61726): @henry3260
• Remove unused dependencies from FAB provider (#62382): @vincbeck
• fab: centralize FastAPI auth manager routing (#61647): @henry3260
• Change FAB asset compilation from yarn to pnpm (#61958): @jscheffl
  Linked issues:
  • Linked Issue #56456: @jscheffl

Provider git: 0.2.4rc1

• Fix GitDagBundle re-cloning on every task when prune_dotgit_folder is True (#61847): @ephraimbuddy

Provider google: 20.0.0rc2

• Migrate ADLSListOperator from ADLS Gen1 to Gen2 (#61188): @nailo2c
  Linked issues:
  • Linked Issue #44228: @vince-vanh
• Add Google Cloud Ray Job integration (#59558): @VladaZakharova
• Return list of destination URIs from GCSToGCSOperator (#61320): @yuseok89
  Linked issues:
  • Linked Issue #11323: @FHoffmannCode
• Return list of destination URIs from LocalFilesystemToGCSOperator (#61355): @yuseok89
• Return list of GCS URIs from Azure*ToGCS operators (#61048): @nailo2c
  Linked issues:
  • Linked Issue #11323: @FHoffmannCode
• Add run_id parameter to stop a specific execution of GCP Data Fusion pipelines (#61290): @chirodip98
• Add support for parquetOptions in GCSToBigQueryOperator (#60876): @mlauter
• feat: Improve Hook Level Lineage for BigQueryHook (#62231): @kacpermuda
  Linked issues:
  • Linked Issue #61535: @kacpermuda
• Add unit tests for Gen AI operator exception handling. (#61790): @ytoprakc
  Linked issues:
  • Linked Issue #61261: @shahar1
• Add missing conn-fields for providers migrated to yaml (#62116): @amoghrajesh
  Linked issues:
  • Linked Issue #62011: @amoghrajesh
• Return list of GCS URIs from FacebookAdsReportToGcsOperator (#61349): @Abhishekmishra2808
• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Return list of destination URIs from HttpToGCSOperator (#61306): @Srabasti
• Return files destination uris in GoogleDriverToGCSOperator and SheetsToGCSOperator (#61347): @Ajay9704
  Linked issues:
  • Linked Issue #11323: @FHoffmannCode
• Fix deferrable mode in CloudRunExecuteJobOperator (#61546): @shahar1
  Linked issues:
  • Linked Issue #60394: @arjav1528
• Fix CloudDataTransferServiceUpdateJobOperator AWS credential injection for S3 sources (#61611): @shahar1
  Linked issues:
  • Linked Issue #22021: @abhinavraj23
• Change serialization inside GenAIGeminiCreateBatchJobOperator (#61253): @Crowiant
• In GCP Datafusion hook handle start_pipeline() when response is None / Invalid (#60688): @chirodip98
  Linked issues:
  • Linked Issue #50387: @bhardwaj-priyanshu
• Pass credentials object to GCSFileSystem for automatic token refresh (#62013): @simi
  Linked issues:
  • Linked Issue #37834: @pankajastro
  • Linked Issue #38102: @pankajastro
• Fix serialization for return value in GenAIGeminiGetBatchJobOperator (#61842): @MaksYermak
• GoogleCalendarToGCSOperator: add unwrap_single flag and return full GCS URIs (#61284): @Ajay9704
  Linked issues:
  • Linked Issue #11323: @FHoffmannCode
• Move exception handling from Google Bigtable operators to hooks (#61124): @KamranImaaz
  Linked issues:
  • Linked Issue #60687: @KamranImaaz
• Replace apache-beam with apache-airflow-providers-apache-beam (#62071): @eladkal
• Switch Cloud Run operators to use regional endpoints (#61857): @VladaZakharova
• Support Python 3.13 in apache beam provider (#61978): @cruseakshay
  Linked issues:
  • Linked Issue #61434: @eladkal
  • Linked Issue #61730: @shahar1
• GoogleDisplayVideo360SDFtoGCSOperator: add unwrap_single flag (#61709): @Ajay9704
  Linked issues:
  • Linked Issue #61284: @Ajay9704
• Fix Ray Job system test in Google provider (#61848): @VladaZakharova
• Align GCS operator documentation headings with RST style (#61578): @KamranImaaz
• Align Google Cloud Compute operator documentation headings with RST style (#61574): @KamranImaaz
• Align Google Cloud Functions operator documentation headings with RST style (#61576): @KamranImaaz
• Align Google Cloud Vision operator documentation headings with RST style (#61577): @KamranImaaz
• Fix RST heading hierarchy in Google Cloud Build docs (#61365): @KamranImaaz
• Improve Bigtable operator documentation (#61277): @sawantbandita
  Linked issues:
  • Linked Issue #61269: @KamranImaaz
• Update the heading for BigtableCreateTableOperator in docs (#61194): @KamranImaaz
• Update Stackdriver docstrings to Cloud Monitoring (#61635): @KamranImaaz
  Linked issues:
  • Linked Issue #61032: @Jasminekaur2005
  • Linked Issue #61009: @shahar1

Provider http: 6.0.0rc1

• Replace pickle with json serialization for http triggers (#61662): @amoghrajesh

Provider jdbc: 5.4.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Providers: JDBC provider updated for conf import migration (#61413): @Aditi102005
  Linked issues:
  • Linked Issue #60050: @Aditi102005

Provider keycloak: 0.5.3rc1

• Keycloak CLI: provision multi‑team resources for auth manager (AIP‑67) (#61256): @stegololz
  Linked issues:
  • Linked Issue #60885: @vincbeck
• Keycloak auth manager: enforce team‑scoped authorization (AIP‑67) (#61351): @stegololz
  Linked issues:
  • Linked Issue #60885: @vincbeck
• Fix HTTP 500 on /ui/teams endpoint when using Keycloak auth manager (#62471): @stegololz
  Linked issues:
  • Linked Issue #62252: @vincbeck
• Encode id_token to avoid special characters. (#62429): @potiuk

Provider microsoft.azure: 13.0.0rc2

• Migrate ADLSListOperator from ADLS Gen1 to Gen2 (#61188): @nailo2c
  Linked issues:
  • Linked Issue #44228: @vince-vanh
• Add wait_for_termination parameter and fix double-deferral in PowerBIDatasetRefreshOperator (#60369): @shreyas-dev
• Azure Message Bus - CommonMessageQueue Interface (#52712) (#61924): @nailo2c
  Linked issues:
  • Linked Issue #52712: @jason810496
  • Linked Issue #56445: @dejii
• Always apply proxy configuration with MSAL for KiotaRequestAdapterHook in msgraph module (#61199): @morelgeorge
  Linked issues:
  • Linked Issue #61197: @morelgeorge
• fix: Add protocol validation to KiotaRequestAdapterHook (#61103): @Fury0508
  Linked issues:
  • Linked Issue #61081: @ryan-dyer-sp
  • Linked Issue #45006: @dabla
• Add missing conn-fields for providers migrated to yaml (#62116): @amoghrajesh
  Linked issues:
  • Linked Issue #62011: @amoghrajesh

Provider microsoft.mssql: 4.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider microsoft.winrm: 3.14.0rc1

• Made WinRMOperator deferrable (#60651): @dabla

Provider mysql: 6.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider odbc: 4.12.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider openlineage: 2.11.0rc1

• feat: Consume SQL hook lineage in OpenLineage (#62171): @kacpermuda
  Linked issues:
  • Linked Issue #61535: @kacpermuda
• feat: Add Dag Edge Labels to OpenLineage event (#62018): @kacpermuda
• feat: Add OpenLineage support for HITL operators (#61867): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk
• Route providers to consume Stats from common compat provider (#61812): @amoghrajesh

Provider oracle: 4.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider pgvector: 1.7.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider postgres: 6.6.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Added validation for missing redshift connection host in postgres hook (#60918): @justinpakzad
  Linked issues:
  • Linked Issue #58299: @rich7420
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider presto: 5.11.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider qdrant: 1.5.3rc1

• Cap qdrant_client version (#62193): @bugraoz93

Provider slack: 9.7.0rc1

• Add display_filename parameter to SlackAPIFileOperator (#62112): @yuseok89
  Linked issues:
  • Linked Issue #61952: @yuseok89

Provider snowflake: 6.10.0rc1

• Add missing conn-fields for providers migrated to yaml (#62116): @amoghrajesh
  Linked issues:
  • Linked Issue #62011: @amoghrajesh
• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Add retry logic for OAuth token requests in SnowflakeHook (#61796): @SameerMesiah97

Provider sqlite: 4.3.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider standard: 1.12.0rc1

• feat: Add OpenLineage support for HITL operators (#61867): @kacpermuda
• Add note support to TriggerDagRunOperator (#60810): @arnoldmr01
  Linked issues:
  • Linked Issue #56543: @Urahara

Provider teradata: 3.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider trino: 6.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

Provider vertica: 4.3.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda
• Bump min sqlalchemy version to 1.4.54 (#62299): @potiuk

Provider ydb: 2.5.0rc1

• feat: Add Hook Level Lineage to SQL hooks (#61535): @kacpermuda

All users involved in the PRs:
@shivaam @arnoldmr01 @o-nikolas @Owen-CH-Leung @blcksrx @shreyas-dev @Abhishekmishra2808 @MonsterChenzhuo @pgagnon @eladkal @justinpakzad @piotrlinski @idrisakorede @kacpermuda @ferruzzi @nailo2c @Eas

Committer

• I acknowledge that I am a maintainer/committer of the Apache Airflow project.

[shahar1]

Vouching for most of the Google provider's PRs, including mine and others - will be happy for help testing the unchecked ones in the list :)

[Owen-CH-Leung]

With 6.5.0, the elasticsearch provider is restored and is compatible with airflow 3.0+. The write-to-es feature is also retored.

[stephen-bracken]

@Owen-CH-Leung I think your PR has broken the config setting I added in #61492
fixed in #62562

[stephen-bracken]

tested #62423 , no issues

[aviralgarg05]

tested #58743, no issues

[bahram-cdt]

tested #62016, works as expected