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dependabot[bot] pushed a change to branch 
dependabot/pip/airflow-core/pip-dependency-updates-1a800ef2ca
in repository https://gitbox.apache.org/repos/asf/airflow.git


 discard bb32a4e9e6f Bump the pip-dependency-updates group across 3 directories 
with 2 updates
     add b723f314155 Fix GenericTransfer docs reference (#66996)
     add df00cd6dba2 Fix CreateWorkflowOperator if_exists=skip ARN construction 
(#66974)
     add 4f47c3aa86b Adapt GCP CloudSQL trigger to run in private cloud (#66917)
     add 508d7fd4d3a (system tests): Move BigQuery streaming-buffer system test 
to manual-only (#67009)
     add a0367309846 Add `S3TablesDeleteTableBucketPolicyOperator` (#66957)
     add dd010a09ea2 Enable ruff PLE1205 to catch logging calls with too many 
arguments (#66978)
     add ff37123e5cc fix elasticsearch and opensearch providers changelog.rst 
(#67007)
     add 73eac24b4e6 Bump the auth-ui-package-updates group across 1 directory 
with 12 updates (#67001)
     add d9b560cd2df Helm Chart Documentation Update (#66970)
     add 45db47f0e25 Bugfix/make edge resilient against log errors (#66995)
     add ea60a4d6844 docs(security): document supported deployment platforms 
(#66931)
     add c72b6613fd3 Bump flask-appbuilder to 5.2.1 and mirror new auth event 
hooks (#66841)
     add ff140cd0b4a Support inline ignore marker for check_core_imports_in_sdk 
hook (#65358)
     add 2ed6805b0b6 Enable ruff B015 to catch silent no-op comparisons in 
tests (#66977)
     add b3387b8cef6 Bump the github-actions-updates group with 3 updates 
(#67003)
     add 42a85ee1ac9 UI: Add custom RouterLink component (#66945)
     add d5cc8ac7e05 docs: fix grammar issues in contributing-docs/README.rst 
(#67024)
     add 66ecac66d1f fix: connection dialog state handling in BasePage to avoid 
flaky tests (#67026)
     add 724ac5ffec0 Close Catalan gap in main (#67010)
     add bc8ef9a4b5c Refactor deferrable execution in DbtCloudRunJobOperator to 
align with PR #64051 patterns. Simplify trigger polling/control flow and 
propagate execution_timeout via defer. Add tests for best-effort cancellation 
semantics in execute_complete and on_kill. (#66449)
     add 40fcb034ada Add Bundle documentation for Amazon S3 and Google GCS 
providers (#66993)
     add 4e82672b4da Replace deprecated typer-slim with typer in devel-common 
(#67034)
     add 89389e092c4 Bump the edge-ui-package-updates group across 1 directory 
with 15 updates (#67002)
     add bb75d2a0803 Fix hardcoded OS path in K8s provider (#67040)
     add 3a27d600f93 Prevent splitting by OS path separator (#67038)
     add 74ec32ff950 Enable ruff B008 (function-call-in-default-argument) and 
fix violations (#66979)
     add 49958a5000a Add static check ensuring trigger `__init__()` and 
`serialize()` stay in sync (#66960)
     add c2246efe07d Isolate openlineage extractor test from hook lineage 
collector pollution (#67057)
     add d4e22155cb0 Fix flaky FileTrigger/FileDeleteTrigger tests by awaiting 
the task (#66825)
     add 59362117698 Preserve Databricks deferrable trigger caller across 
triggerer restarts (#66965)
     add 8248e048fdd Render Jinja templates in CloudBatchSubmitJobOperator job 
field (#67021)
     add c692e85e34c Fix CloudRunExecuteJobOperator deferrable mode silently 
passing on cancel (#67050)
     add 246c19f113f k8s tests: wait for push task in executor before killing 
scheduler (#67067)
     add 8ee29ce9e4f providers/mongo: ping mongod before yielding from 
mongodb_container fixture (#67066)
     add 977935d14b4 airflow-ctl-tests: wait for Dag run terminal state before 
xcom commands (#67065)
     add 4dff3767564 Include endpoint_prefix in LivyTrigger serialization 
(#66966)
     add 740c6880e1c Preserve BigQueryIntervalCheckTrigger params after 
triggerer restart (#67053)
     add 09545ece029 Fix broken download URLs and variable names in airflow-ctl 
docs (#67046)
     add d728644f535 Handle commas in provider Project-URL metadata (#67064)
     add ce1de567e6b Fix airflow-ctl connections import schema handling (#67063)
     add 4cf176e6a4f Add Git Sparse Checkout to Git Dag Bundle (#67047)
     add cf709d929a0 Remove global variables in airflow.settings (#67070)
     add bca6a659724 Updates our docker commands to use breeze prefix (#66368)
     add 45161ae7da0 Remove resolved triggers from KNOWN_VIOLATIONS allowlist 
(#67069)
     add da03584282c Warn against world-accessible Kerberos ccache default in 
docs (#66557)
     add 1193e5e29d3 Fix scheduler MySQL task instance index hint (#66785)
     add fe13eeb25ac Keep Named*Logger.name working across structlog releases 
(#66875)
     add ac39596bd53 fix(scheduler): ignore stale executor success after defer 
reschedule (#66431)
     add 75e481c08f7 Fix hardcoded OS path in edge provider (#67039)
     add 6594a2f0f45 Add OpenLineage support to AthenaSQLHook (#66844)
     add c5408b446c4 Translations: add missing Polish translations for new UI 
keys (#66822)
     add 80f1ab4d5a0 Tighten deserialization allowlist regex to require 
full-string match (#66499)
     add 76eb2a09002 Fix max_active_runs lost during DAG serialisation when 
value equals schema default (#65310)
     add 6b0ccd38417 Register custom deadline references via plugins, matching 
timetable pattern (#66737)
     add 1621508b108 Revert "Remove global variables in airflow.settings 
(#67070)" (#67099)
     add 1a019979335 Add UI support to render multi-type params (#66278)
     add 37667f11aa3 Improve DB performance of datetime range filters filters 
in API queries (#66696)
     add a255eebdc03 Adopt apache/airflow-steward framework (pr-management 
skills via snapshot) (#66677)
     add 91806fd139b Fix N+1 query pattern in bulk pool delete endpoint (#66222)
     add 73a6641631d UI: Filter task instances by rendered map index (#66008)
     add b2273b55fa3 Make Pool model session parameter keyword-only (#66967)
     add aab741737f0 docs(plugins_manager): fix misleading typo (#67101)
     add 4ceb0db321e Redact rendered template fields while still structured to 
preserve nested-key masking on truncation (#65906)
     add 059ceef1230 Move Task Identity line into Pre Execution block in logs 
(#67036)
     add c0911ae7571 Add `LLMRetryPolicy` to common-ai provider (#65451)
     add 69c0d7cc0c7 Fix: Repair action missing job parameters in 
`DatabricksRunNowOperator` (#67055)
     add 16bb3f15960 fix: Handle `None` Task ID state when matching states in 
`ExternalTaskSensor` (#66881)
     add c8a6c55cac8 fix: migrate existing deadline rows in migration 0080 
upgrade and downgrade (#66016)
     add 9b62858d368 Add Helm Chart Development Guide (#66659)
     add 322557ac46e Comment to not edit RELEASE_NOTES.rst manually in PRs for 
airflowctl (#67128)
     add b465693c80e [main] CI: Upgrade important CI environment (#67093)
     add 3d73cceafae Docs: Make common.compat.sdk re-exports clickable (#67083)
     add e61640e2a1b Aggregate CI-image dependency groups so providers can 
register non-default extras with a one-line change (#67130)
     add 6431cd1e329 Upgrade main chart to 2.0.0 (#67131)
     add 36cf604883d Bump the pip-dependency-updates group across 3 directories 
with 2 updates

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Summary of changes:
 .../README.md                                      |  19 +-
 .apache-steward-overrides/pr-management-config.md  |  77 ++
 .../pr-management-triage-ci-check-map.md           |  79 ++
 .../pr-management-triage-comment-templates.md      | 236 ++++++
 .apache-steward-overrides/user.md                  |  59 ++
 .apache-steward.lock                               |   6 +
 .claude/skills/maintainer-review                   |   1 -
 .claude/skills/pr-stats                            |   1 -
 .claude/skills/pr-triage                           |   1 -
 .claude/skills/setup-steward                       |   1 +
 .github/skills/maintainer-review/SKILL.md          | 525 ------------
 .github/skills/maintainer-review/adversarial.md    | 208 -----
 .github/skills/maintainer-review/criteria.md       | 172 ----
 .github/skills/maintainer-review/posting.md        | 394 ---------
 .github/skills/maintainer-review/prerequisites.md  | 198 -----
 .github/skills/maintainer-review/review-flow.md    | 687 ----------------
 .github/skills/maintainer-review/selectors.md      | 591 --------------
 .github/skills/pr-stats/SKILL.md                   | 248 ------
 .github/skills/pr-stats/aggregate.md               | 290 -------
 .github/skills/pr-stats/classify.md                | 180 ----
 .github/skills/pr-stats/fetch.md                   | 353 --------
 .github/skills/pr-stats/render.md                  | 488 -----------
 .github/skills/pr-triage/SKILL.md                  | 457 -----------
 .github/skills/pr-triage/actions.md                | 514 ------------
 .github/skills/pr-triage/classify-and-act.md       | 360 --------
 .github/skills/pr-triage/comment-templates.md      | 488 -----------
 .github/skills/pr-triage/fetch-and-batch.md        | 446 ----------
 .github/skills/pr-triage/interaction-loop.md       | 374 ---------
 .github/skills/pr-triage/prerequisites.md          | 169 ----
 .github/skills/pr-triage/rationale.md              | 388 ---------
 .github/skills/pr-triage/stale-sweeps.md           | 222 -----
 .github/skills/pr-triage/workflow-approval.md      | 332 --------
 .github/skills/setup-steward/SKILL.md              | 362 ++++++++
 .github/skills/setup-steward/adopt.md              | 888 ++++++++++++++++++++
 .github/skills/setup-steward/conventions.md        | 128 +++
 .github/skills/setup-steward/overrides.md          | 136 ++++
 .github/skills/setup-steward/unadopt.md            | 342 ++++++++
 .github/skills/setup-steward/upgrade.md            | 496 +++++++++++
 .github/skills/setup-steward/verify.md             | 341 ++++++++
 .github/skills/setup-steward/worktree-init.md      | 205 +++++
 .github/workflows/basic-tests.yml                  |   2 +-
 .github/workflows/ci-image-checks.yml              |   2 +-
 .github/workflows/codeql-analysis.yml              |   6 +-
 .github/workflows/publish-docs-to-s3.yml           |   2 +-
 .github/workflows/registry-backfill.yml            |   6 +-
 .github/workflows/registry-build.yml               |   4 +-
 .github/workflows/ui-e2e-tests.yml                 |   2 +-
 .gitignore                                         |  27 +-
 .pre-commit-config.yaml                            |  11 +-
 AGENTS.md                                          |  19 +
 Dockerfile                                         |  14 +-
 Dockerfile.ci                                      |  14 +-
 README.md                                          |  34 +
 airflow-core/.pre-commit-config.yaml               |   2 +-
 .../docs/administration-and-deployment/plugins.rst |   7 +
 airflow-core/docs/core-concepts/params.rst         |  36 +
 airflow-core/docs/operators-and-hooks-ref.rst      |   2 +-
 airflow-core/docs/security/kerberos.rst            |  10 +
 airflow-core/docs/security/security_model.rst      |  19 +
 airflow-core/newsfragments/66499.significant.rst   |  14 +
 airflow-core/newsfragments/66737.significant.rst   |   1 +
 .../auth/managers/simple/ui/package.json           |  24 +-
 .../auth/managers/simple/ui/pnpm-lock.yaml         | 811 ++++++++++--------
 .../src/airflow/api_fastapi/common/parameters.py   | 146 +++-
 .../core_api/openapi/v2-rest-api-generated.yaml    |  90 ++
 .../core_api/routes/public/task_instances.py       |  10 +
 .../api_fastapi/core_api/services/public/pools.py  |  16 +-
 .../execution_api/routes/task_instances.py         |   4 +-
 .../src/airflow/config_templates/config.yml        |   5 +-
 .../example_dags/example_params_ui_tutorial.py     |  40 +
 .../src/airflow/jobs/scheduler_job_runner.py       |  18 +-
 .../0080_3_1_0_modify_deadline_callback_schema.py  | 195 ++++-
 ...0_replace_deadline_inline_callback_with_fkey.py |  31 +-
 airflow-core/src/airflow/models/pool.py            |   5 +-
 airflow-core/src/airflow/models/taskinstance.py    |   9 +
 airflow-core/src/airflow/plugins_manager.py        |  13 +
 .../airflow/serialization/definitions/deadline.py  |   4 +-
 airflow-core/src/airflow/serialization/helpers.py  |  32 +-
 airflow-core/src/airflow/serialization/schema.json |  10 +-
 .../src/airflow/ui/openapi-gen/queries/common.ts   |  12 +-
 .../ui/openapi-gen/queries/ensureQueryData.ts      |  20 +-
 .../src/airflow/ui/openapi-gen/queries/prefetch.ts |  20 +-
 .../src/airflow/ui/openapi-gen/queries/queries.ts  |  20 +-
 .../src/airflow/ui/openapi-gen/queries/suspense.ts |  20 +-
 .../ui/openapi-gen/requests/services.gen.ts        |  12 +
 .../airflow/ui/openapi-gen/requests/types.gen.ts   |  20 +
 .../airflow/ui/public/i18n/locales/ca/common.json  |   8 +
 .../ui/public/i18n/locales/ca/components.json      |   5 +-
 .../src/airflow/ui/public/i18n/locales/ca/dag.json |  51 ++
 .../airflow/ui/public/i18n/locales/ca/dags.json    |   5 +
 .../airflow/ui/public/i18n/locales/en/common.json  |   1 +
 .../airflow/ui/public/i18n/locales/pl/common.json  |  10 +
 .../ui/public/i18n/locales/pl/components.json      |   4 +-
 .../src/airflow/ui/public/i18n/locales/pl/dag.json |  49 ++
 .../airflow/ui/public/i18n/locales/pl/dags.json    |   5 +
 .../src/components/AssetExpression/AssetNode.tsx   |  11 +-
 .../ui/src/components/Assets/TriggeredRuns.tsx     |  17 +-
 .../FlexibleForm/FieldMultiType.test.tsx           | 263 ++++++
 .../src/components/FlexibleForm/FieldMultiType.tsx | 118 +++
 .../src/components/FlexibleForm/FieldSelector.tsx  |  13 +
 .../ui/RouterLink.tsx}                             |  19 +-
 .../src/airflow/ui/src/components/ui/index.ts      |   1 +
 .../src/airflow/ui/src/constants/filterConfigs.tsx |   7 +
 .../src/airflow/ui/src/constants/searchParams.ts   |   1 +
 .../src/airflow/ui/src/mocks/handlers/log.ts       |  14 +-
 .../airflow/ui/src/pages/AssetsList/AssetsList.tsx |  11 +-
 .../ui/src/pages/AssetsList/DependencyPopover.tsx  |  11 +-
 .../src/airflow/ui/src/pages/Dag/Header.tsx        |  24 +-
 .../ui/src/pages/Dag/Overview/DeadlineRow.tsx      |  16 +-
 .../ui/src/pages/Dag/Overview/TaskLogPreview.tsx   |  12 +-
 .../src/airflow/ui/src/pages/Dag/Tasks/Tasks.tsx   |  12 +-
 airflow-core/src/airflow/ui/src/pages/DagRuns.tsx  |  29 +-
 .../ui/src/pages/DagsList/AssetSchedule.tsx        |  13 +-
 .../src/airflow/ui/src/pages/DagsList/DagCard.tsx  |  39 +-
 .../airflow/ui/src/pages/DagsList/DagOwners.tsx    |   8 +-
 .../src/airflow/ui/src/pages/DagsList/DagTags.tsx  |   9 +-
 .../src/airflow/ui/src/pages/DagsList/DagsList.tsx |  42 +-
 .../pages/Dashboard/PoolSummary/PoolSummary.tsx    |  10 +-
 .../pages/HITLTaskInstances/HITLTaskInstances.tsx  |  44 +-
 .../src/airflow/ui/src/pages/Run/Header.tsx        |  16 +-
 .../ui/src/pages/TaskInstance/Logs/Logs.test.tsx   |  17 +-
 .../ui/src/pages/TaskInstance/Logs/utils.test.ts   |   7 +-
 .../ui/src/pages/TaskInstance/Logs/utils.ts        |   6 +-
 .../ui/src/pages/TaskInstances/TaskInstances.tsx   |  46 +-
 .../pages/TaskInstances/TaskInstancesFilter.tsx    |   2 +
 .../src/airflow/ui/src/pages/XCom/XCom.tsx         |  50 +-
 .../src/airflow/ui/src/queries/useLogs.tsx         |  31 +-
 .../src/airflow/ui/src/utils/useFiltersHandler.ts  |   1 +
 .../src/airflow/ui/tests/e2e/pages/BasePage.ts     |  12 +-
 .../src/airflow/utils/log/file_task_handler.py     |   2 +-
 .../unit/api_fastapi/common/test_parameters.py     |  62 ++
 .../core_api/routes/public/test_pools.py           |  36 +
 .../core_api/routes/public/test_task_instances.py  | 119 ++-
 .../unit/cli/commands/test_api_server_command.py   |   2 +-
 .../tests/unit/dag_processing/test_collection.py   |  18 +
 airflow-core/tests/unit/jobs/test_scheduler_job.py |  94 ++-
 .../test_0080_deadline_callback_migration.py       | 268 ++++++
 .../test_0094_deadline_callback_migration.py       | 178 ++++
 airflow-core/tests/unit/models/test_dag.py         |   2 +-
 .../tests/unit/models/test_mappedoperator.py       |   4 +-
 .../unit/serialization/test_dag_serialization.py   |  97 ++-
 .../test_deadline_reference_registry.py            | 100 +++
 .../tests/unit/serialization/test_helpers.py       |  24 +
 .../tests/airflowctl_tests/conftest.py             |  77 +-
 airflow-ctl/RELEASE_NOTES.rst                      |   2 +
 .../docs/installation/installing-from-sources.rst  |  16 +-
 airflow-ctl/src/airflowctl/api/operations.py       |  13 +-
 .../airflowctl/ctl/commands/connection_command.py  |   1 +
 .../tests/airflow_ctl/api/test_operations.py       | 112 +++
 .../ctl/commands/test_connections_command.py       |  35 +
 .../tests/airflow_e2e_tests/conftest.py            |   2 +-
 chart/Chart.yaml                                   |   2 +-
 chart/docs/conf.py                                 |   9 +
 chart/docs/customizing-labels.rst                  |   3 +-
 chart/docs/customizing-workers.rst                 |  28 +-
 chart/docs/extending-the-chart.rst                 |  36 +-
 chart/docs/index.rst                               |  23 +-
 chart/docs/parameters-ref.rst                      |  40 +-
 chart/docs/production-guide.rst                    |  11 +-
 chart/docs/quick-start.rst                         |   9 +-
 chart/docs/setting-resources-for-containers.rst    |  55 +-
 chart/docs/upgrading-to-airflow-3.rst              |  30 +-
 chart/newsfragments/66970.significant.rst          |   1 +
 .../airflow_aux/test_pod_template_file.py          |   2 +-
 contributing-docs/12_provider_distributions.rst    |  43 +
 contributing-docs/25_maintainer_pr_triage.md       |  53 +-
 contributing-docs/29_helm_chart_development.rst    | 227 ++++++
 contributing-docs/README.rst                       |  16 +-
 dev/breeze/doc/ci/02_images.md                     |   2 +-
 dev/breeze/doc/images/output-commands.svg          | 158 ++--
 dev/breeze/doc/images/output_run.svg               |  38 +-
 dev/breeze/doc/images/output_run.txt               |   2 +-
 dev/breeze/doc/images/output_shell.svg             | 286 +++----
 dev/breeze/doc/images/output_shell.txt             |   2 +-
 dev/breeze/doc/images/output_start-airflow.svg     | 238 +++---
 dev/breeze/doc/images/output_start-airflow.txt     |   2 +-
 .../airflow_breeze/commands/developer_commands.py  |   6 +-
 .../commands/release_management_commands.py        |  12 +-
 .../src/airflow_breeze/commands/setup_commands.py  |   2 +-
 .../airflow_breeze/commands/testing_commands.py    |   6 +-
 dev/breeze/src/airflow_breeze/global_constants.py  |  20 +-
 .../src/airflow_breeze/params/shell_params.py      |   2 +-
 .../utils/constraints_version_check.py             |  12 +-
 .../airflow_breeze/utils/docker_command_utils.py   |   3 +-
 dev/breeze/tests/test_docker_command_utils.py      |  24 +-
 dev/breeze/uv.lock                                 | 258 +++---
 devel-common/pyproject.toml                        |   4 +-
 devel-common/src/docs/utils/conf_constants.py      |   1 +
 .../src/sphinx_exts/common_compat_alias.py         | 124 +++
 .../test_docker_compose_quick_start.py             |   4 +-
 .../tests/kubernetes_tests/test_base.py            |  26 +
 .../tests/kubernetes_tests/test_other_executors.py |  23 +-
 providers/.pre-commit-config.yaml                  |   7 +
 providers/{git => amazon}/docs/bundles/index.rst   |  31 +-
 providers/amazon/docs/index.rst                    |   1 +
 providers/amazon/docs/operators/s3_tables.rst      |  14 +
 .../providers/amazon/aws/hooks/athena_sql.py       |  31 +
 .../amazon/aws/operators/mwaa_serverless.py        |   8 +-
 .../amazon/aws/operators/redshift_data.py          |   5 +-
 .../providers/amazon/aws/operators/s3_tables.py    |  29 +
 .../airflow/providers/amazon/aws/sensors/ssm.py    |   6 +-
 .../providers/amazon/aws/utils/task_log_fetcher.py |   4 +-
 .../system/amazon/aws/example_mwaa_serverless.py   |  10 +
 .../tests/system/amazon/aws/example_s3_tables.py   |  10 +
 .../aws/executors/batch/test_batch_executor.py     |   4 +-
 .../tests/unit/amazon/aws/hooks/test_athena_sql.py |  93 +++
 .../unit/amazon/aws/operators/test_bedrock.py      |  11 +-
 .../amazon/aws/operators/test_emr_serverless.py    |  10 +-
 .../amazon/aws/operators/test_mwaa_serverless.py   |  19 +-
 .../unit/amazon/aws/operators/test_s3_tables.py    |  21 +
 .../aws/operators/test_sagemaker_processing.py     |   2 +-
 .../aws/operators/test_sagemaker_transform.py      |   2 +-
 .../amazon/aws/utils/test_waiter_with_logging.py   |   2 +-
 .../airflow/providers/apache/livy/triggers/livy.py |   2 +
 .../tests/unit/apache/livy/triggers/test_livy.py   |  13 +
 .../cncf/kubernetes/cli/kubernetes_command.py      |  10 +-
 .../executors/test_kubernetes_executor.py          |   2 +-
 providers/common/ai/docs/index.rst                 |   1 +
 providers/common/ai/docs/retry_policies.rst        | 170 ++++
 .../ai/example_dags/example_llm_retry_policy.py    |  72 ++
 .../providers/common/ai/policies}/__init__.py      |   0
 .../airflow/providers/common/ai/policies/retry.py  | 183 +++++
 .../ai/tests/unit/common/ai/policies}/__init__.py  |   0
 .../ai/tests/unit/common/ai/policies/test_retry.py | 197 +++++
 .../providers/databricks/operators/databricks.py   |   4 +
 .../providers/databricks/triggers/databricks.py    |   7 +
 .../unit/databricks/operators/test_databricks.py   |  42 +
 .../unit/databricks/triggers/test_databricks.py    |  24 +
 .../airflow/providers/dbt/cloud/operators/dbt.py   |  38 +-
 .../airflow/providers/dbt/cloud/triggers/dbt.py    |  72 +-
 .../tests/unit/dbt/cloud/operators/test_dbt.py     | 133 ++-
 .../tests/unit/dbt/cloud/triggers/test_dbt.py      | 282 ++-----
 .../src/airflow/providers/edge3/cli/worker.py      | 109 +--
 .../providers/edge3/plugins/www/package.json       |  30 +-
 .../providers/edge3/plugins/www/pnpm-lock.yaml     | 906 ++++++++++++---------
 .../edge3/tests/unit/edge3/cli/test_worker.py      |  57 ++
 .../unit/edge3/worker_api/routes/test_logs.py      |   5 +-
 providers/elasticsearch/docs/changelog.rst         |  16 +-
 providers/fab/docs/index.rst                       |   2 +-
 providers/fab/pyproject.toml                       |   2 +-
 .../fab/auth_manager/security_manager/override.py  |  37 +
 .../unit/fab/auth_manager/api_fastapi/conftest.py  |   4 +-
 .../security_manager/test_fab_alignment.py         |   2 +-
 providers/git/docs/bundles/index.rst               |   7 +-
 .../git/src/airflow/providers/git/bundles/git.py   |  16 +-
 providers/git/tests/unit/git/bundles/test_git.py   |  69 +-
 providers/{git => google}/docs/bundles/index.rst   |  31 +-
 providers/google/docs/index.rst                    |   1 +
 providers/google/docs/operators/cloud/bigquery.rst |   4 +-
 .../providers/google/cloud/hooks/cloud_sql.py      |  22 +-
 .../providers/google/cloud/hooks/vertex_ai/ray.py  |   4 +-
 .../google/cloud/operators/cloud_batch.py          |   7 +-
 .../providers/google/cloud/operators/cloud_sql.py  |   1 +
 .../providers/google/cloud/operators/compute.py    |   4 +-
 .../google/cloud/operators/vertex_ai/ray.py        |   4 +-
 .../providers/google/cloud/transfers/s3_to_gcs.py  |   2 +-
 .../providers/google/cloud/triggers/bigquery.py    |   3 +
 .../providers/google/cloud/triggers/cloud_run.py   |  43 +-
 .../providers/google/cloud/triggers/cloud_sql.py   |  19 +-
 .../airflow/providers/google/suite/hooks/drive.py  |   2 +-
 .../cloud/bigquery/example_bigquery_sensors.py     |  85 +-
 ...=> example_bigquery_streaming_buffer_sensor.py} | 139 +---
 .../google/cloud/gcs/example_gcs_to_gdrive.py      |   2 +-
 .../google/cloud/gcs/example_gdrive_to_gcs.py      |   2 +-
 .../cloud/transfers/example_gdrive_to_local.py     |   2 +-
 .../system/google/suite/example_local_to_drive.py  |   2 +-
 .../tests/unit/google/cloud/hooks/test_bigquery.py |   2 +-
 .../unit/google/cloud/hooks/test_cloud_sql.py      |  50 ++
 .../unit/google/cloud/hooks/vertex_ai/test_ray.py  |  17 +
 .../google/cloud/operators/test_cloud_batch.py     |  57 +-
 .../unit/google/cloud/operators/test_cloud_run.py  |  26 +
 .../google/cloud/operators/vertex_ai/test_ray.py   |  99 +++
 .../unit/google/cloud/transfers/test_sql_to_gcs.py |  29 +-
 .../unit/google/cloud/triggers/test_bigquery.py    |  21 +-
 .../unit/google/cloud/triggers/test_cloud_run.py   |  68 ++
 .../unit/google/cloud/triggers/test_cloud_sql.py   |  64 +-
 providers/mongo/tests/conftest.py                  |  29 +-
 .../tests/system/openlineage/operator.py           |   4 +-
 .../tests/unit/openlineage/extractors/test_base.py |  23 +-
 providers/opensearch/docs/changelog.rst            |  16 +-
 .../providers/standard/utils/sensor_helper.py      |   7 +-
 .../tests/unit/standard/triggers/test_file.py      |  16 +-
 .../unit/standard/utils/test_sensor_helper.py      |  33 +
 pyproject.toml                                     |  31 +-
 scripts/ci/prek/check_core_imports_in_sdk.py       |  62 +-
 scripts/ci/prek/check_sdk_imports.py               |  88 --
 ...it_in_tests.py => check_sdk_imports_in_core.py} |  51 +-
 scripts/ci/prek/check_trigger_serialize_init.py    | 264 ++++++
 scripts/ci/prek/common_prek_utils.py               | 131 ++-
 scripts/ci/prek/known_airflow_exceptions.txt       |   1 -
 .../docker/install_airflow_when_building_images.sh |  12 +-
 scripts/in_container/run_schema_defaults_check.py  |  11 +-
 .../ci/prek/test_check_core_imports_in_sdk.py      | 220 +++++
 ...mports.py => test_check_sdk_imports_in_core.py} |  42 +-
 scripts/tools/setup_breeze                         |   2 +-
 .../src/airflow_shared/logging/structlog.py        |  26 +-
 shared/logging/tests/logging/test_structlog.py     |  21 +
 .../observability/metrics/datadog_logger.py        |   8 +-
 .../observability/metrics/otel_logger.py           |   4 +-
 .../observability/metrics/statsd_logger.py         |   8 +-
 .../observability/metrics/test_otel_logger.py      |   4 +-
 .../plugins_manager/plugins_manager.py             |   5 +-
 .../providers_discovery/providers_discovery.py     |   4 +-
 .../test_providers_discovery.py                    |  36 +-
 .../tests/task_sdk_tests/conftest.py               |   1 +
 task-sdk/src/airflow/sdk/bases/sensor.py           |   4 +-
 .../airflow/sdk/definitions/operator_resources.py  |  16 +-
 task-sdk/src/airflow/sdk/execution_time/context.py |   2 +-
 .../src/airflow/sdk/execution_time/task_runner.py  |   5 +-
 task-sdk/src/airflow/sdk/plugins_manager.py        |   2 +-
 task-sdk/src/airflow/sdk/serde/__init__.py         |   4 +-
 task-sdk/tests/task_sdk/bases/test_sensor.py       |  14 +
 .../definitions/test_operator_resources.py         |  38 +
 .../tests/task_sdk/definitions/test_taskgroup.py   |   4 +-
 .../task_sdk/execution_time/test_task_runner.py    |  71 ++
 task-sdk/tests/task_sdk/serde/test_serde.py        |  20 +-
 uv.lock                                            | 572 +++++++------
 317 files changed, 11944 insertions(+), 11074 deletions(-)
 copy {chart/dockerfiles => .apache-steward-overrides}/README.md (52%)
 create mode 100644 .apache-steward-overrides/pr-management-config.md
 create mode 100644 
.apache-steward-overrides/pr-management-triage-ci-check-map.md
 create mode 100644 
.apache-steward-overrides/pr-management-triage-comment-templates.md
 create mode 100644 .apache-steward-overrides/user.md
 create mode 100644 .apache-steward.lock
 delete mode 120000 .claude/skills/maintainer-review
 delete mode 120000 .claude/skills/pr-stats
 delete mode 120000 .claude/skills/pr-triage
 create mode 120000 .claude/skills/setup-steward
 delete mode 100644 .github/skills/maintainer-review/SKILL.md
 delete mode 100644 .github/skills/maintainer-review/adversarial.md
 delete mode 100644 .github/skills/maintainer-review/criteria.md
 delete mode 100644 .github/skills/maintainer-review/posting.md
 delete mode 100644 .github/skills/maintainer-review/prerequisites.md
 delete mode 100644 .github/skills/maintainer-review/review-flow.md
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 delete mode 100644 .github/skills/pr-stats/SKILL.md
 delete mode 100644 .github/skills/pr-stats/aggregate.md
 delete mode 100644 .github/skills/pr-stats/classify.md
 delete mode 100644 .github/skills/pr-stats/fetch.md
 delete mode 100644 .github/skills/pr-stats/render.md
 delete mode 100644 .github/skills/pr-triage/SKILL.md
 delete mode 100644 .github/skills/pr-triage/actions.md
 delete mode 100644 .github/skills/pr-triage/classify-and-act.md
 delete mode 100644 .github/skills/pr-triage/comment-templates.md
 delete mode 100644 .github/skills/pr-triage/fetch-and-batch.md
 delete mode 100644 .github/skills/pr-triage/interaction-loop.md
 delete mode 100644 .github/skills/pr-triage/prerequisites.md
 delete mode 100644 .github/skills/pr-triage/rationale.md
 delete mode 100644 .github/skills/pr-triage/stale-sweeps.md
 delete mode 100644 .github/skills/pr-triage/workflow-approval.md
 create mode 100644 .github/skills/setup-steward/SKILL.md
 create mode 100644 .github/skills/setup-steward/adopt.md
 create mode 100644 .github/skills/setup-steward/conventions.md
 create mode 100644 .github/skills/setup-steward/overrides.md
 create mode 100644 .github/skills/setup-steward/unadopt.md
 create mode 100644 .github/skills/setup-steward/upgrade.md
 create mode 100644 .github/skills/setup-steward/verify.md
 create mode 100644 .github/skills/setup-steward/worktree-init.md
 create mode 100644 airflow-core/newsfragments/66499.significant.rst
 create mode 100644 airflow-core/newsfragments/66737.significant.rst
 create mode 100644 
airflow-core/src/airflow/ui/src/components/FlexibleForm/FieldMultiType.test.tsx
 create mode 100644 
airflow-core/src/airflow/ui/src/components/FlexibleForm/FieldMultiType.tsx
 copy airflow-core/src/airflow/ui/src/{layouts/Details/Grid/DurationTick.tsx => 
components/ui/RouterLink.tsx} (64%)
 create mode 100644 
airflow-core/tests/unit/migrations/test_0080_deadline_callback_migration.py
 create mode 100644 
airflow-core/tests/unit/migrations/test_0094_deadline_callback_migration.py
 create mode 100644 
airflow-core/tests/unit/serialization/test_deadline_reference_registry.py
 create mode 100644 chart/newsfragments/66970.significant.rst
 create mode 100644 contributing-docs/29_helm_chart_development.rst
 create mode 100644 devel-common/src/sphinx_exts/common_compat_alias.py
 copy providers/{git => amazon}/docs/bundles/index.rst (61%)
 create mode 100644 providers/common/ai/docs/retry_policies.rst
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/example_dags/example_llm_retry_policy.py
 copy {airflow-core/src/airflow/_shared => 
providers/common/ai/src/airflow/providers/common/ai/policies}/__init__.py (100%)
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/policies/retry.py
 copy {airflow-core/src/airflow/_shared => 
providers/common/ai/tests/unit/common/ai/policies}/__init__.py (100%)
 create mode 100644 
providers/common/ai/tests/unit/common/ai/policies/test_retry.py
 copy providers/{git => google}/docs/bundles/index.rst (60%)
 copy 
providers/google/tests/system/google/cloud/bigquery/{example_bigquery_sensors.py
 => example_bigquery_streaming_buffer_sensor.py} (69%)
 create mode 100644 
providers/google/tests/unit/google/cloud/operators/vertex_ai/test_ray.py
 delete mode 100755 scripts/ci/prek/check_sdk_imports.py
 copy scripts/ci/prek/{check_init_in_tests.py => check_sdk_imports_in_core.py} 
(51%)
 create mode 100755 scripts/ci/prek/check_trigger_serialize_init.py
 create mode 100644 scripts/tests/ci/prek/test_check_core_imports_in_sdk.py
 rename scripts/tests/ci/prek/{test_check_sdk_imports.py => 
test_check_sdk_imports_in_core.py} (74%)

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