Status of testing Providers that were prepared on July 03, 2025

[eladkal]

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 airbyte: 5.2.1rc1

• Provider Migration: Update airbyte provider for Airflow 3.0 compatibility (#52418): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil
• Replace models.BaseOperator to Task SDK one for Alibaba & Airbyte (#52335): @kaxil

Provider alibaba: 3.2.1rc1

• Replace models.BaseOperator to Task SDK one for Alibaba & Airbyte (#52335): @kaxil

Provider amazon: 9.9.1rc1

• Fix GlueJobOperator deferred waiting (#52314): @o-nikolas
  Linked issues:
  • Linked Issue #52243: @dominikhei
• Handle exceptions when fetching status in GlueJobHook (#52262): @AryanK1511
  Linked issues:
  • Linked Issue #52152: @rawwar
  • Linked Issue #51463: @astro-anand
• Replace usage of set_extra with extra for athena sql hook (#52340): @amoghrajesh
• Replace occurences of get_password with password to ease migration (#52333): @amoghrajesh
• Use base AWS classes in Glue Trigger / Sensor and implement custom waiter (#52243): @dominikhei
  Linked issues:
  • Linked Issue #35278: @Taragolis
• Add Airflow 3.0+ Task SDK support to AWS Batch Executor (#52121): @isaiahiruoha
• Do not dynamically determine operator extra links for BatchOperator (#51385): @laredoo

Provider apache.beam: 6.1.2rc1

• Provider Migration: Update beam for Airflow 3.0 compatibility (#52607): @kgw7401

Provider apache.cassandra: 3.8.1rc1

• Provider Migration: Update cassandra for Airflow 3.0 compatibility (#52623): @Nataneljpwd

Provider apache.druid: 4.2.1rc1

• Provider Migration: Update Apache Druid for Airflow 3.0 compatibility (#52498): @sjyangkevin

Provider apache.flink: 1.7.1rc1

• Provider Migration: Update Apache Flink for Airflow 3.0 compatibility (#52504): @sjyangkevin

Provider apache.hdfs: 4.10.1rc1

• Fix HDFS remote_base to use path for compatibility with hdfs client (#50804): @roach231428
• Provider Migration: Replace models.BaseOperator to Task SDK for apache/hdfs (#52505): @bdsoha
  Linked issues:
  • Linked Issue #52378: @kaxil
• Remove old classes HDFSHook, HdfsRegexSensor, HdfsSensor, HdfsFolderSensor (#52217): @eladkal

Provider apache.hive: 9.1.1rc1

• Provider Migration: Replace models.BaseOperator to Task SDK for apache/hive (#52453): @bdsoha
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider apache.impala: 1.7.1rc1

• Provider Migration: Replace models.BaseOperator to Task SDK for apache/impala (#52455): @bdsoha
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider apache.kafka: 1.10.0rc1

• Add KafkaMessageQueueTrigger for enhanced message queue trigger usability on Kafka queue (#51718): @
• Provider Migration: Update Apache Kafka for Airflow 3.0 compatibility (#52503): @sjyangkevin

Provider apache.kylin: 3.9.1rc1

• Provider Migration: Update Apache Kylin for Airflow 3.0 compatibility (#52572): @fweilun

Provider apache.livy: 4.4.1rc1

• Provider Migration: Replace models.BaseOperator to Task SDK for apache/livy (#52499): @bdsoha
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider apache.pig: 4.7.1rc1

• Replace models.BaseOperator to Task SDK one for Apache Pig (#52375): @kaxil

Provider apache.spark: 5.3.1rc1

• Provider Migration: Update spark for Airflow 3.0 compatibility (#52448): @kgw7401

Provider apache.tinkerpop: 1.0.1rc1

• Replace models.BaseOperator to Task SDK one for Apache TinkerPop (#52400): @ahmadtfarhan
  Linked issues:
  • Linked Issue #52292: @kaxil

Provider arangodb: 2.8.1rc1

• Replace models.BaseOperator to Task SDK one for Asana & Arangodb (#52374): @kaxil

Provider asana: 2.10.1rc1

• Replace models.BaseOperator to Task SDK one for Asana & Arangodb (#52374): @kaxil
• Add default conn name to asana provider operators (#52185): @gopidesupavan

Provider atlassian.jira: 3.1.1rc1

• Replace models.BaseOperator to Task SDK one for Atlassian (#52376): @kaxil

Provider celery: 3.12.1rc1

• Prevent legacy hybrid executors to be running in Airflow 3 - 2nd attempt (#51760): @jscheffl
  Linked issues:
  • Linked Issue #51733: @jscheffl
• Move type-ignores up one line (#52195): @potiuk
  Linked issues:
  • Linked Issue #52187: @kaxil

Provider cncf.kubernetes: 10.6.1rc1

• Fix deferrable mode for SparkKubernetesOperator (#51956): @MaksYermak
• Reduce log noise from K8s Pod Operator for XCom (#51812): @jscheffl
• Prevent legacy hybrid executors to be running in Airflow 3 - 2nd attempt (#51760): @jscheffl
  Linked issues:
  • Linked Issue #51733: @jscheffl
• Update Kubernetes provider for Airflow 3.0 compatibility (#52664): @kaxil
  Linked issues:
  • Linked Issue #52378: @kaxil
• Move type-ignores up one line (#52195): @potiuk
  Linked issues:
  • Linked Issue #52187: @kaxil

Provider cohere: 1.5.2rc1

• Provider Migration: Update Cohere for Airflow 3.0 compatibility (#52379): @sjyangkevin

Provider common.compat: 1.7.2rc1

• Replace models.BaseOperator to Task SDK one for Common Providers (#52443): @kaxil

Provider common.io: 1.6.1rc1

• Replace models.BaseOperator to Task SDK one for Common Providers (#52443): @kaxil

Provider common.sql: 1.27.3rc1

• Replace models.BaseOperator to Task SDK one for Common Providers (#52443): @kaxil

Provider databricks: 7.6.0rc1

• Refactor Databricks hook to use HTTP method constants and auto-prepend api/ to endpoint paths (#52385)
• [Fix: Unclosed aiohttp ClientSession and TCPConnector in DatabricksRunNowOperator (deferrable=True) (Fix: Unclosed aiohttp ClientSession and TCPConnector in DatabricksRunNowOperator (deferrable=True) #52119)](Misc spelling updates #5
  Linked issues:
  • Linked Issue #51910: @albertwangnz
• feat: Add explicit support for DatabricksHook to Ol helper (#52253): @kacpermuda
• Replace models.BaseOperator to Task SDK one for DBT & Databricks (#52377): @kaxil

Provider datadog: 3.9.1rc1

• Provider Migration: Replace BaseSensorOperator to Task SDK for datadog (#52583): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider dbt.cloud: 4.4.1rc1

• Converting int account IDs to str in DBT Cloud connections (#51957): @amoghrajesh
• Replace models.BaseOperator to Task SDK one for DBT & Databricks (#52377): @kaxil
• Adding 'invocation_id' to run-results as expected by OL (#51916): @amoghrajesh

Provider dingding: 3.8.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for dingding (#52577): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider docker: 4.4.1rc1

• Add support for templating the DockerOperator mounts parameter (#52451): @bdsoha
• Provider Migration: Update docker for Airflow 3.0 compatibility (#52465): @hardeybisey
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider edge3: 1.1.2rc1

• Fix UnboundLocalError for edge_job_command_len (#52328): @yanshil
  Linked issues:
  • Linked Issue #52326: @yanshil
• Force the definition of execution_api_server_url based on api_url (#52184): @bdsoha
  Linked issues:
  • Linked Issue #52082: @bdsoha
• Remove FAB dependency from Edge3 Provider (#51995): @jscheffl
  Linked issues:
  • Linked Issue #46891: @potiuk
• Fix Edge State Model Link (#51860): @jscheffl

Provider elasticsearch: 6.3.1rc1

• Provider Migration: Update elasticsearch for Airflow 3.0 compatibility (#52628): @Nataneljpwd

Provider exasol: 4.8.1rc1

• Bump pyexasol>=0.26.0 (#51838): @eladkal

Provider fab: 2.3.0rc1

• [AIP-68] Support pluginv2 views (#52582): @pierrejeambrun
• Set prefix to generate correctly the FAB Auth Manager API ref (#52329): @jpizquierdo
  Linked issues:
  • Linked Issue #52277: @jpizquierdo
• Fix Airflow pin images for fab provider (#52351): @pierrejeambrun
• Escape user.username in flash banners for admin password-reset via UI (#52419): @SCH227
• Enable LDAP users to generate an Airflow token with FabAuthManager (#52295): @vincbeck
  Linked issues:
  • Linked Issue #52103: @1412557

Provider ftp: 3.13.1rc1

• Replace models.BaseOperator to Task SDK one for ftp (#52338): @sunank200

Provider github: 2.9.1rc1

• Provider Migration: Update github provider for Airflow 3.0 compatibility (#52415): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider google: 16.1.0rc1

• Add regional support for google secret manager hook (#52124): @harikrishna12524
  Linked issues:
  • Linked Issue #49709: @jroachgolf84
• Add Google Cloud VertexAI and Translate datasets import data verification (#51364): @olegkachur-e
• Replace models.BaseOperator to Task SDK one for Google Provider (#52366): @kaxil
• Bump google-cloud-bigquery>=3.24.0 (#52337): @eladkal
• Attempt2: Fix mypy in gcp generative_model (#52331): @gopidesupavan
• Fix mypy in gcp generative_model (#52321): @gopidesupavan
• Exclude ray in google provider for Python 3.13 (#51994): @potiuk
• Change the Link implementation in Google Provider (#51576): @molcay
• Bump google-cloud-spanner>=3.50 (#51837): @eladkal
• Update Google Ads API version to v20 (#51683): @VladaZakharova
• Add additional VertexAI Feature Store operators (#51958): @olegkachur-e
• docs: update vertex AI generative model documentation (#51983): @teslakoile
• Add new operator for Vertex AI (#51965): @Crowiant
• docs: Add example how to enable Ray on GKE cluster (#51107): @MaksYermak
• Deprecate Data Catalog and connected stuff in google provider. (#51647): @Crowiant

Provider grpc: 3.8.1rc1

• Update grpc BaseOperator imports for Airflow 3.0 compatibility (#52603): @karenbraganz
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider hashicorp: 4.3.1rc1

• Fix gcp auth in hashicorp vault provider. (#51991): @fpopic

Provider http: 5.3.2rc1

• Ensure HttpHook.run() does not alter extra_options passed to it (#51893): @jroachgolf84
  Linked issues:
  • Linked Issue #51686: @brki
• Fix HttpOperator(deferrable=True) crash when connection has login / password (#52050): @nailo2c
  Linked issues:
  • Linked Issue #46863: @darkag
• Enable extra_options even when extra not defined for HttpHook.run (#51746): @valentinDruzhinin
• Provider Migration: Replace BaseOperator to Task SDK for apache/http (#52528): @kaxil

Provider influxdb: 2.9.2rc1

• Update influxdb BaseOperator imports for Airflow 3.0 compatibility (#52602): @karenbraganz
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider jenkins: 4.1.1rc1

• Update Jenkins for Airflow 3.0 compatibility (#52510): @gopidesupavan

Provider microsoft.azure: 12.5.0rc1

• feat: added request_body support in the PowerBIDatasetRefreshOperator (enables support for enhanced dataset refreshes) (#51397)
• fix(provider): Fix kwargs handling in Azure Data Lake Storage V2 Hook methods (#51847): @omrdyngc
  Linked issues:
  • Linked Issue #51781: @omrdyngc
• AzureBaseHook: fix conn_name_attr value (#51948): @karunpoudel
  Linked issues:
  • Linked Issue #44286: @shamikghosh
• fix(azure): check account_key before DefaultAzureCredential (#51999): @WangzJi
  Linked issues:
  • Linked Issue #51944: @JWDobken
• Provider Migration: Update azure for Airflow 3.0 compatibility (#52618): @kyungjunleeme
  Linked issues:
  • Linked Issue #52378: @kaxil
  • Linked Issue #52292: @kaxil
• Bump microsoft kiota packages to 1.9.4 and update tests (#52367): @gopidesupavan
• docs: update remote logging configuration for Azure Blob Storage (#51988): @teslakoile
  Linked issues:
  • Linked Issue #51944: @JWDobken

Provider microsoft.mssql: 4.3.1rc1

• Bump pymssql version to 2.3.5 (#52307): @potiuk
• Add warning in changelog: use OdbcHook for ODBC drivers instead of MsSqlHook (#52646): @jx2lee
  Linked issues:
  • Linked Issue #51608: @emredjan

Provider microsoft.psrp: 3.1.1rc1

• Replace airflow.models.baseoperator to airflow.sdk for Microsoft PSRP (#52654): @sunank200

Provider microsoft.winrm: 3.10.1rc1

• Replace airflow.models.baseoperator to airflow.sdk for Microsoft Winrm (#52657): @sunank200

Provider mongo: 5.2.1rc1

• Replace models.BaseSensorOperator to Task SDK one for Mongo (#52566): @jroachgolf84
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider mysql: 6.3.2rc1

• Provider Migration: Update mysql for Airflow 3.0 compatibility (#52500): @kgw7401

Provider neo4j: 3.9.2rc1

• Provider Migration: Update neo4j for Airflow 3.0 compatibility (#52610): @kyungjunleeme
  Linked issues:
  • Linked Issue #52378: @kaxil
  • Linked Issue #52292: @kaxil

Provider openai: 1.6.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for OpenAI (#52561): @kaxil
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider openlineage: 2.5.0rc1

• [OpenLineage] Added operator_provider_version to task event (#52468): @rahul-madaan
  Linked issues:
  • Linked Issue #52467: @rahul-madaan
• fix non existing ti.dag_run access in openlineage provider (#51932): @antonlin1
• Fix type import to AbstractOperator (#51773): @uranusjr
• chore: use task_instance as source for all airflow identifiers used in OL listener (#52339): @kacpermu
  Linked issues:
  • Linked Issue #52334: @kacpermuda
• nit: bump openlineage libraries requirement to 1.34 (#52075): @kacpermuda

Provider opensearch: 1.7.1rc1

• Provider Migration: Update opensearch for Airflow 3.0 compatibility (#52609): @kyungjunleeme
  Linked issues:
  • Linked Issue #52378: @kaxil
  • Linked Issue #52292: @kaxil

Provider opsgenie: 5.9.1rc1

• Replace models.BaseOperator to Task SDK one for OpsGenie (#52564): @jroachgolf84
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider oracle: 4.1.2rc1

• Provider Migration: Update Oracle for Airflow 3.0 compatibility (#52382): @sjyangkevin

Provider pagerduty: 5.0.1rc1

• Replace occurences of get_password with password to ease migration (#52333): @amoghrajesh
• Bumping min version of pagerduty to 2.3.0 (#52214): @amoghrajesh

Provider papermill: 3.11.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for Papermill (#52565): @kaxil

Provider pinecone: 2.3.2rc1

• Provider Migration: Replace BaseOperator to Task SDK for Pinecone (#52563): @kaxil
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider presto: 5.9.1rc1

• Provider Migration: Update presto for Airflow 3.0 compatibility (#52608): @kyungjunleeme
  Linked issues:
  • Linked Issue #52378: @kaxil
  • Linked Issue #52292: @kaxil

Provider qdrant: 1.4.1rc1

• Update BaseOperator and BaseSensorOperator imports for Airflow 3.0 compatibility in qdrant provider (#52600)
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider redis: 4.1.1rc1

• Update BaseOperator and BaseSensorOperator imports for Airflow 3.0 compatibility in redis provider (#52597)
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider salesforce: 5.11.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for salesforce (#52587): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider samba: 4.10.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for samba (#52588): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider segment: 3.8.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for segment (#52579): @gopidesupavan
• Change analytics-python to segment-analytics-python (#52401): @eladkal

Provider sftp: 5.3.2rc1

• bugfix: removed cache for proxycommand in SFTPHook (#52641): @Nataneljpwd
  Linked issues:
  • Linked Issue #52289: @Mottimo
• Replace models.BaseOperator to Task SDK one for SFTP (#52435): @jroachgolf84
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider singularity: 3.8.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for singularity (#52590): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider slack: 9.1.2rc1

• Replace models.BaseOperator to Task SDK one for Slack Provider (#52347): @vatsrahul1001

Provider smtp: 2.1.1rc1

• Provider Migration: Replace models.BaseOperator to Task SDK for smtp (#52596): @gyli

Provider snowflake: 6.5.0rc1

• feat: Add explicit support for SnowflakeSqlApiHook to Ol helper (#52161): @kacpermuda
• feat: Add new query related methods to SnowflakeSqlApiHook (#52157): @kacpermuda
• Snowflake SQL API hook Retry Logic (#51463): @astro-anand
  Linked issues:
  • Linked Issue #50514: @jonathanleek
• Provider Migration: Update Snowflake provider for Airflow 3.0 compatibility (#52629): @rawwar
• Replace models.BaseOperator to Task SDK one for Common Providers (#52443): @kaxil
• Set snowflake-snowpark-python for Python 3.12 (#52356): @eladkal

Provider ssh: 4.1.1rc1

• Provider Migration: Replace BaseOperator to Task SDK for ssh (#52558): @kaxil
  Linked issues:
  • Linked Issue #52378: @kaxil

Provider standard: 1.4.0rc1

• Add support for PackageIndex connections in PythonVirtualenvOperator (#52288): @wolfdn
• Honor index_urls when venv is created with uv in PythonVirtualenvOperator (#52287): @wolfdn
• Move compat shim in Standard Provider to version_compat.py (#52567): @kaxil

Provider tableau: 5.1.1rc1

• Replace models.BaseOperator to Task SDK one for Tableau, Telegram, and Teradata (#52642): @jroachgol

Provider telegram: 4.8.1rc1

• Replace models.BaseOperator to Task SDK one for Tableau, Telegram, and Teradata (#52642): @jroachgol

Provider teradata: 3.2.0rc1

• Add BteqOperator for Executing Teradata BTEQ Scripts in Airflow (#51807): @sc250072
• Replace models.BaseOperator to Task SDK one for Tableau, Telegram, and Teradata (#52642): @jroachgol
• Enhanced the BTEQ operator to ensure platform independence. (#52252): @sc250072

Provider trino: 6.3.1rc1

• Provider Migration: Update trino for Airflow 3.0 compatibility (#52383): @kyungjunleeme

Provider weaviate: 3.2.1rc1

• Provider Migration: Update Weaviate for Airflow 3.0 compatibility (#52381): @sjyangkevin

Provider yandex: 4.1.1rc1

• Provider Migration: Update yandex provider for Airflow 3.0 compatibility (#52422): @kevinhongzl
  Linked issues:
  • Linked Issue #52378: @kaxil

All users involved in the PRs:
@VladaZakharova @amoghrajesh @hardeybisey @roach231428 @harikrishna12524 @kaxil @gopidesupavan @karenbraganz @AryanK1511 @potiuk @kyungjunleeme @uranusjr @sc25

Committer

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

[eladkal]

Kind request from maintainers when you comment and confirm PR is tested please also check the relevant box in the issue

[bdsoha]

@eladkal Contributors don't have permission to check off the PR checkboxes.
It can only be done by the author of the PR.

[eladkal]

@eladkal Contributors don't have permission to check off the PR checkboxes. It can only be done by the author of the PR.

The request is from maintainers not contributors

[astro-anand]

Confirming that Snowflake SQL API Retries has been integration tested with Airflow 3.0 & 2.11

[kyungjunleeme]

@eladkal

I think the mention didn’t go through properly in the original message. Would you mind editing it to include the correct mention again?

[karunpoudel]

Verified this is working in 2.10.0: AzureBaseHook: fix conn_name_attr value (#51948)
(Provider microsoft.azure: 12.5.0rc1)

[jscheffl]

Checked the fixes, all good!

[laredoo]

Confirming Do not dynamically determine operator extra links for BatchOperator is tested and working. All good!

[1412557]

Verify this is working in 3.0.2: JWT Token Generation Fails for LDAP Users
Provider: fab: 2.3.0rc1

[sjyangkevin]

I've tested the followings:

• Cohere
• Weaviate
• Kafka
• Flink
• Druid
• Oracle

All unit tests passed.

The following have been run against the cloud service in sandbox environment. All good.

• Weaviate
• Cohere

Kafka is tested by running integration test. All good.

Attempted to run system tests for the followings.

• Druid
• Flink (no system test)
• Oracle

Druid
Test Command

breeze testing system-tests providers/apache/druid/tests/system/apache/druid/example_druid.py --use-distributions-from-dist

Error

jinja2.exceptions.TemplateNotFound: 'json_index.json' not found in search path: '/opt/airflow/providers/apache/druid/tests/system/apache/druid'

Oracle

breeze testing system-tests providers/oracle/tests/system/oracle/example_oracle.py --use-distributions-from-dist 

Some task instance state failure.

I would appreciate if anyone could share the strategy on testing apache modules.

[nailo2c]

I've tested my fix, looks good!

[roach231428]

The fix from this PR Fix HDFS remote_base to use path for compatibility with hdfs client hasn’t been fully applied in the current Airflow release. Specifically, a file under airflow-core was modified in the PR but is not included in the latest Airflow 3.0.3rc2 release. I tested the provider using the Airflow 3.0.2 Docker image with the relevant file manually patched, and it works as expected.