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github-actions[bot] pushed a change to branch ci-upgrade-main
in repository https://gitbox.apache.org/repos/asf/airflow.git


    omit 2351deb566b [main] CI: Upgrade important CI environment
     add 91a8ab6950a Fix airflowctl pools export/import dropping pool team 
ownership (#73132)
     add d5ba49cbd6a Close German Translation Gaps 2026-10-15 (#74802)
     add 4c4bab01e06 Allow loop gates to add human-readable decisions (#74806)
     add 238bb6ee2bd Complete Hebrew UI translations 2026-10-16 (#74467)
     add 4c98adf9e20 Skip the scheduler's Dag lookup for Dag runs with no 
callback to send (#74835)
     add 896f3711bdd Update Magpie floor to 0.9.0.dev202610140816 (#74815)
     add 028a4da8672 Add Map Index search to dag breadcrumb (#74763)
     add a23aa81c62e Fix flaky static checks crashing on ts-sdk node_modules 
during editable build (#74117)
     add d6d425da028 Declare pyarrow for Parquet output of SqlToS3Operator 
(#74691)
     add 8317410ef7d Do not warn about bare postgresql:// metadata DB URLs 
(#74863)
     add 23f4aee0239 Fix Dag version diff max-changes border, limit wording and 
duplicate count (#74818)
     add 0795688f863 Bump swagger-ui-dist from 5.33.1 to 5.33.2 in /registry 
(#74872)
     add 7acab3c3b02 Bump the ui-plugin-template-package-updates group across 1 
directory with 7 updates (#74877)
     add e009c1167eb Bump the edge-ui-package-updates group across 1 directory 
with 13 updates (#74879)
     add b9aa889577c Cover long-running jobs in the deferrable BigQuery check 
system test (#74356)
     add f54d32d969b Cap the workers of the SFTP concurrent directory transfer 
test (#74888)
     add 3ce8d152d0d Keep queued connection tests from overwriting newer 
connections (#74837)
     add 20ccfcd7457 Match camelCase keys against sensitive field names in 
masker (#74840)
     add c7cec687bb6 Cap `pydantic-ai-skills` below 2 for the Common AI skills 
extra (#74899)
     add 91937288435 Bump the core-ui-package-updates group across 1 directory 
with 16 updates (#74881)
     add f8b42cf2f41 Bump happy-dom from 20.14.5 to 21.0.1 in 
/airflow-core/src/airflow/api_fastapi/auth/managers/simple/ui (#74876)
     add 7178a785947 Bump the ts-sdk-package-updates group across 1 directory 
with 3 updates (#74874)
     add 1f4fe796933 Keep the pydantic-ai first-run banner out of Common AI 
task logs (#74900)
     add b1ce1cac7f5 Fix Common AI Model tab not loading on Airflow 3.4 (#74898)
     add 0eab1db3d2b Replay an OpenAI Agents SDK agent's completed calls when 
Airflow retries its task (#74770)
     add f5038e67834 Fix dynamically mapped tasks never running on scheduled 
Dag runs (#74861)
     add bd0aedee6eb Bump the typescript group across 1 directory with 4 
updates (#74878)
     add 6e16f26400f Bump the auth-ui-package-updates group across 1 directory 
with 8 updates (#74875)
     add 47c1c416525 Bump happy-dom from 20.14.5 to 21.0.1 in 
/airflow-core/src/airflow/ui (#74882)
     add 47b092846cc Bump the uv-dependency-updates group across 1 directory 
with 4 updates (#74509)
     add f3784d2e9e1 Cancel the BigQuery job when BigQueryToGCSOperator is 
killed (#74564)
     add ed5496fe78d Remove unreachable break in get_bagged_dag (#72332)
     add bfe64b1991e Add AthenaSparkSensor (#72229)
     add a6af7e5a08e Show the actual value in two breeze and CI script error 
messages (#74894)
     add db1397a1e89 Reject duplicate durable toolset ids and fail deferred 
tools with `UnsupportedToolDeferralError` (#74902)
     add 4eda1ee76ea Make Common AI example Dags reach the behaviour they show 
(#74901)
     add dba55d8728a Add password grant type to Snowflake OAuth token requests 
(#74804)
     add 5caec465d3d Stop the OpenLineage execution timeout test flaking on 
busy CI runners (#74927)
     add 3fbf0134fde Remove redundant Snowflake prefixes from Cortex Agent and 
SQL API modules (#74300)
     add a5c28069af8 Cancel the Dataflow job when a user kills the deferred 
task (#69586)
     add c35db24a38c Fix Cloud Function invoke operator docs link (#69226)
     add d5aed746ad9 Avoid Vertex AI Feature Store system Dag import timeout 
(#69823)
     add 6a925a8fbe6 Resolve loop iterations through family and path columns on 
dynamic regions (#74892)
     add a1dbc930726 Stop holding `typesafe-sdk` and `boat-sdk` back in the uv 
lock (#74903)
     add 79ce98f1101 Prepare ad-hoc providers release 2026-10-17 (#74933)
     add 70363ba55e6 Fix stale Common AI docs and add a guide to writing a 
toolset (#74904)
     add 4b464ee29ba Clear language SDK task XComs in the coordinator when a 
try starts (#74221)
     add c0e61578a82 Add the Common AI docs fixes to the 1.0.0 changelog 
(#74937)
     add 76943ec8e44 Fix Celery result backend compatibility with PgBouncer 
(#74841)
     add 0266cae0e24 Keep the custom-toolset example's version from changing 
the PyPI path (#74939)
     add 4bc581aab21 Allow GKE Autopilot clusters without node pools and stop 
GKE pod trigger reviving should_delete_pod (#69876)
     add a9440be98a9 Update providers metadata 2026-10-18 (#74942)
     add 5dc96d65dd3 Fail publishing provider docs when a provider is missing 
from the site index (#74941)
     add fd4654dce4f Fall back for empty console domain (#70067)
     add 7644e35f8b7 Add retry-safe batch_id_prefix to 
DataprocCreateBatchOperator (#69855)
     add b00cfeb11f0 Drain result_queue before dispatch in LocalExecutor to 
prevent runtime dispatch deadlock (#70545)
     add c3cc5573b80 Batch triggerer unused trigger cleanup deletes (#70961)
     add 3f03b18920f Document that use_job_schedule also stops asset-triggered 
Dag runs (#73952)
     add b59f7489cd8 Make ZIP_REGEX case-insensitive to match .ZIP archives 
(#74269)
     add 4fbbcddf022 Reduce db clean batch probe overhead (#74455)
     add b8987f0356c UI: Open nav sidebar menus on hover and add a Dags menu 
(#74745)
     add 113bc123a6b Warn when ignore_unknown_values is a no-op in 
GCSToBigQueryOperator (#71675)
     add 0f8d6f88b0e UI: Keep unnamed columns out of the table columns menu 
(#74774)
     add 912bbe58050 Fix Dag list run badges and counters not refreshing after 
completion (#74734)
     add 71e74bc9554 Add deadline callback log visibility to the Dag Run view 
in UI (#73580)
     add a1e66b1f1d3 Check hooks before cancelling BigQuery jobs in on_kill 
(#74946)
     add ae8c970f12d Fix Discord embed author name length validation using 
wrong limit (#74940)
     add 34ffab8e4a4 Fix GKEStartPodOperator ignoring execution_timeout when 
deferrable (#71528)
     add 4bda61c8c3d Keep the HTTPError when a Dataprep error body is not JSON 
(#71702)
     add 7bf4936bd79 Bump prettier from 3.9.9 to 3.9.10 in 
/providers/fab/src/airflow/providers/fab/www (#74765)
     add 675b02a2f9b Make airflow-core typing hold for SQLAlchemy 2.0 and 2.1 
(#74629)
     add 099c03e4435 Fix SqlToS3Operator failing for every format when df_type 
is polars (#74692)
     add 7896826a0d0 Specify a minimum python version for hooks (#74995)
     add d2c41b8c202 Resolve async connections off the event loop before 
Airflow 3.3.2 (#74766)
     add 4c4b9c2d330 Raise a clear error when SqlToS3Operator has no Parquet 
engine (#74817)
     add 9ad8d78c277 Close SubprocessHook stdout pipe after command completes 
(#74780)
     add ee47d191279 Replace the empty breeze verify table with a one-line hint 
(#74778)
     add 2fab09576de Require Python 3.11+ for permission doc generators and 
fail on parse errors (#74654)
     add eddc34c4b44 Fail the local yml mounts prek hook when synchronization 
fails (#73785)
     add e5c2ea9b3d1 Ask agents to measure performance-sensitive components 
(#74579)
     add 986066e53d1 Record lessons from the October 2026 providers waves in 
the release docs (#75006)
     add fb6752829ad Clarify when to add a newsfragment (#74589)
     add a27f8e74da3 Let XCom backends tell loop iterations apart through 
store_value (#74858)
     add 7d9e14b1663 Exclude the current unreleased branch version from the 
providers compatibility matrix (#74997)
     add a48c5b99af4 Fix tag-providers --dry-run failing to find the push 
remote (#71303)
     add 515533c9db3 Ensure explicit UTF-8 encoding in prek scripts for Windows 
compatibility (#73679)
     add 19f1d581c70 Clarify sensitive data handling in security model (#70424)
     add 4969b1aeda4 Bump the github-actions-updates group with 10 updates 
(#74880)
     add a5e5e1a74be Reduce K8s test resource usage with single-node Kind 
clusters (#73998)
     add 6b42e65a8ea Run shared distribution tests in a single CI job (#74566)
     add 3d5c533cccc Redact secrets written through RedactedIO.writelines() 
(#72063)
     add e7369d04c45 Clarify backfill reprocessing options (#72590)
     add fefb87a6035 Run the Kerberos renewer without metadata database checks 
(#75000)
     add 8143b8d93dc Guard register_at_fork in shared stats for Windows 
compatibility (#73680)
     add 04e68bf6247 Keep .airflowignore rules when the Dags folder symlink is 
switched (#74853)
     add 7dd91f20652 Add missing zh-CN translations for new UI strings (#73943)
     add 3eab3f2be63 Use one ResumableJobMixin fallback from common.compat in 
providers (#74673)
     add 40a97a34ca7 Make the PowerBI refresh and MSGraph operators durable 
(#74675)
     add 935bac04f06 Add AzureAISearchHook to the Microsoft Azure provider 
(#74290)
     add 777bf9b1888 TS SDK: Add edge labels with label() (#74494)
     add a785a717c10 Add documentation for the new YAML Dag format (#74748)
     add 3b0388815f0 Centralize EKS kubeconfig and credential setup in EksHook 
(#74775)
     add ee7851f89de [main] CI: Upgrade important CI environment

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Summary of changes:
 .agents/skills/airflow-pr-draft-summary/SKILL.md   |    6 +-
 .agents/skills/airflow-publish-changes/SKILL.md    |    9 +-
 .../references/performance-sensitive-components.md |   30 +
 .agents/skills/airflow-translations/locales/he.md  |   32 +-
 .../prepare-providers-documentation/SKILL.md       |   15 +
 .../release-management-config.md                   |    9 +
 .apache-magpie.lock                                |    6 +-
 .github/workflows/airflow-e2e-tests.yml            |    4 +-
 .github/workflows/asf-allowlist-check.yml          |    2 +-
 .github/workflows/basic-tests.yml                  |   26 +-
 .github/workflows/ci-amd.yml                       |   12 +-
 .github/workflows/ci-arm.yml                       |   12 +-
 .github/workflows/ci-duration-monitor.yml          |    2 +-
 .github/workflows/ci-image-build.yml               |   16 +-
 .github/workflows/ci-image-checks.yml              |   10 +-
 .github/workflows/ci-notification.yml              |    4 +-
 .github/workflows/codeql-analysis.yml              |    6 +-
 .github/workflows/e2e-flaky-tests-report.yml       |    2 +-
 .github/workflows/finalize-tests.yml               |    2 +-
 .github/workflows/generate-constraints.yml         |    2 +-
 .github/workflows/helm-tests.yml                   |    2 +-
 .github/workflows/k8s-tests.yml                    |    6 +-
 .github/workflows/kustomize-overlays-tests.yml     |    6 +-
 .github/workflows/notify-uv-lock-conflicts.yml     |    2 +-
 .github/workflows/openlineage-e2e-compat-tests.yml |    2 +-
 .github/workflows/prod-image-build.yml             |    8 +-
 .github/workflows/publish-docs-to-s3.yml           |   20 +-
 .github/workflows/push-image-cache.yml             |    2 +-
 .github/workflows/registry-backfill.yml            |    2 +-
 .github/workflows/registry-build.yml               |    4 +-
 .github/workflows/registry-tests.yml               |    2 +-
 .github/workflows/release-constraints.yml          |    2 +-
 .../workflows/release_single_dockerhub_image.yml   |    4 +-
 .../scheduled-verify-release-calendar.yml          |    2 +-
 .github/workflows/ts-sdk-release.yml               |    8 +-
 .github/workflows/ui-e2e-tests.yml                 |    6 +-
 .../update-constraints-on-push-stable.yml          |    2 +-
 .github/workflows/update-constraints-on-push.yml   |    2 +-
 .pre-commit-config.yaml                            |    4 +-
 AGENTS.md                                          |    2 +-
 Dockerfile                                         |    2 +-
 Dockerfile.ci                                      |    2 +-
 .../dag-importers.rst                              |   25 +-
 .../docs/authoring-and-scheduling/index.rst        |    1 +
 .../language-sdks/typescript.rst                   |   18 +
 .../docs/authoring-and-scheduling/loops.rst        |   31 +-
 .../docs/authoring-and-scheduling/yaml-dags.rst    |  454 ++++++
 airflow-core/docs/core-concepts/backfill.rst       |   10 +-
 airflow-core/docs/core-concepts/xcoms.rst          |   21 +-
 airflow-core/docs/migrations-ref.rst               |    4 +-
 airflow-core/docs/security/api_permissions_ref.rst |    2 +-
 airflow-core/docs/security/security_model.rst      |   15 +-
 airflow-core/newsfragments/74837.bugfix.rst        |    1 +
 airflow-core/newsfragments/74840.bugfix.rst        |    1 +
 .../task-loops-custom-backends.significant.rst     |   28 +
 airflow-core/pyproject.toml                        |    4 +-
 .../api_fastapi/auth/managers/base_auth_manager.py |    3 +-
 .../auth/managers/simple/ui/package.json           |   18 +-
 .../auth/managers/simple/ui/pnpm-lock.yaml         |  462 +++---
 .../api_fastapi/core_api/datamodels/ui/deadline.py |    7 +
 .../api_fastapi/core_api/datamodels/ui/grid.py     |   14 +-
 .../api_fastapi/core_api/openapi/_private_ui.yaml  |  151 +-
 .../core_api/openapi/v2-rest-api-generated.yaml    |   11 +
 .../core_api/routes/public/connections.py          |    4 +-
 .../api_fastapi/core_api/routes/public/xcom.py     |   18 +
 .../api_fastapi/core_api/routes/ui/deadlines.py    |   75 +-
 .../core_api/services/public/task_instances.py     |   11 +-
 .../core_api/services/ui/dependencies.py           |    6 +-
 .../api_fastapi/core_api/services/ui/grid.py       |   18 +-
 .../execution_api/datamodels/taskinstance.py       |   21 +
 .../execution_api/routes/connection_tests.py       |    7 +-
 .../execution_api/routes/task_instances.py         |   52 +-
 .../api_fastapi/execution_api/routes/xcoms.py      |  162 +-
 .../api_fastapi/execution_api/versions/__init__.py |    2 +
 .../execution_api/versions/v2026_10_30.py          |   12 +
 airflow-core/src/airflow/cli/cli_config.py         |    6 +-
 .../src/airflow/cli/commands/kerberos_command.py   |    2 +-
 .../src/airflow/config_templates/config.yml        |   22 +-
 airflow-core/src/airflow/configuration.py          |   29 +-
 .../src/airflow/dag_processing/processor.py        |    9 +-
 .../src/airflow/example_dags/example_task_loops.py |    6 +-
 .../src/airflow/executors/local_executor.py        |    1 +
 .../src/airflow/jobs/scheduler_job_runner.py       |   11 +-
 .../src/airflow/jobs/triggerer_job_runner.py       |   32 +-
 .../0143_3_4_0_add_dynamic_region_storage.py       |    6 +
 ...add_commit_allows_update_to_connection_test.py} |   25 +-
 ..._job.py => 0148_3_5_0_add_session_id_to_job.py} |    4 +-
 airflow-core/src/airflow/models/connection_test.py |   26 +-
 airflow-core/src/airflow/models/dagrun.py          |   44 +-
 airflow-core/src/airflow/models/dynamic_region.py  |  232 ++-
 airflow-core/src/airflow/models/pool.py            |    2 +-
 .../src/airflow/models/task_coordinates.py         |   13 +-
 airflow-core/src/airflow/models/trigger.py         |   63 +-
 airflow-core/src/airflow/models/xcom.py            |    7 +-
 .../src/airflow/ui/openapi-gen/queries/common.ts   |   14 +-
 .../ui/openapi-gen/queries/ensureQueryData.ts      |   25 +-
 .../src/airflow/ui/openapi-gen/queries/prefetch.ts |   25 +-
 .../src/airflow/ui/openapi-gen/queries/queries.ts  |   25 +-
 .../src/airflow/ui/openapi-gen/queries/suspense.ts |   25 +-
 .../airflow/ui/openapi-gen/requests/schemas.gen.ts |   44 +-
 .../ui/openapi-gen/requests/services.gen.ts        |   37 +-
 .../airflow/ui/openapi-gen/requests/types.gen.ts   |   51 +-
 airflow-core/src/airflow/ui/package.json           |   42 +-
 airflow-core/src/airflow/ui/pnpm-lock.yaml         |  891 +++++------
 .../src/airflow/ui/public/i18n/locales/ca/dag.json |    4 -
 .../airflow/ui/public/i18n/locales/de/common.json  |    7 +
 .../src/airflow/ui/public/i18n/locales/de/dag.json |   28 +-
 .../airflow/ui/public/i18n/locales/de/dags.json    |    4 +-
 .../src/airflow/ui/public/i18n/locales/el/dag.json |    4 -
 .../airflow/ui/public/i18n/locales/en/common.json  |    3 +
 .../src/airflow/ui/public/i18n/locales/en/dag.json |   28 +-
 .../airflow/ui/public/i18n/locales/en/dags.json    |    1 +
 .../src/airflow/ui/public/i18n/locales/fr/dag.json |    4 -
 .../airflow/ui/public/i18n/locales/he/admin.json   |   35 +-
 .../airflow/ui/public/i18n/locales/he/assets.json  |   19 +-
 .../airflow/ui/public/i18n/locales/he/browse.json  |   35 +
 .../airflow/ui/public/i18n/locales/he/common.json  |  150 +-
 .../ui/public/i18n/locales/he/components.json      |   63 +-
 .../src/airflow/ui/public/i18n/locales/he/dag.json |  122 +-
 .../airflow/ui/public/i18n/locales/he/dags.json    |   51 +-
 .../ui/public/i18n/locales/he/dashboard.json       |   26 +-
 .../src/airflow/ui/public/i18n/locales/ko/dag.json |    4 -
 .../src/airflow/ui/public/i18n/locales/pl/dag.json |    4 -
 .../ui/public/i18n/locales/zh-CN/browse.json       |   18 +-
 .../ui/public/i18n/locales/zh-CN/common.json       |   21 +
 .../ui/public/i18n/locales/zh-CN/components.json   |    1 +
 .../airflow/ui/public/i18n/locales/zh-CN/dag.json  |    4 +
 .../airflow/ui/public/i18n/locales/zh-CN/dags.json |    4 +-
 .../ui/public/i18n/locales/zh-CN/dashboard.json    |   17 +-
 .../airflow/ui/public/i18n/locales/zh-TW/dag.json  |    4 -
 .../airflow/ui/src/components/Breadcrumb/Crumb.tsx |   22 +-
 .../ui/src/components/Breadcrumb/CrumbSwitcher.tsx |   18 +-
 .../DataTable/DataTable.columnVisibility.test.tsx  |   20 +
 .../DataTable/DataTable.expanding.test.tsx         |   74 +
 .../ui/src/components/DataTable/DataTable.tsx      |   35 +-
 .../ui/src/components/DataTable/TableList.tsx      |   32 +-
 .../ui/src/components/DataTable/features.ts        |    5 +-
 .../LoopDecisionReason.tsx}                        |   28 +-
 .../src/airflow/ui/src/components/SearchSelect.tsx |  113 +-
 .../ui/src/components/renderStructuredLog.test.tsx |   18 +-
 .../ui/src/components/renderStructuredLog.tsx      |    3 +-
 .../ui/src/layouts/Details/DagBreadcrumb.test.tsx  |   29 +-
 .../ui/src/layouts/Details/DagBreadcrumb.tsx       |   32 +-
 .../src/layouts/Details/MapIndexSwitcherButton.tsx |   98 ++
 .../ui/src/layouts/Details/SearchDagRuns.test.tsx  |   38 +-
 .../ui/src/layouts/Details/SearchDagRuns.tsx       |   49 +-
 .../ui/src/layouts/Details/SearchDags.test.tsx     |  135 +-
 .../airflow/ui/src/layouts/Details/SearchDags.tsx  |   74 +-
 .../src/layouts/Details/SearchMapIndexes.test.tsx  |  192 +++
 .../ui/src/layouts/Details/SearchMapIndexes.tsx    |  168 +++
 .../ui/src/layouts/Details/searchOptions.test.ts   |   41 +-
 .../ui/src/layouts/Details/searchOptions.ts        |   59 +-
 .../src/airflow/ui/src/layouts/Nav/AdminButton.tsx |   20 +-
 .../airflow/ui/src/layouts/Nav/BrowseButton.tsx    |   20 +-
 .../airflow/ui/src/layouts/Nav/DagsButton.test.tsx |   67 +
 .../src/airflow/ui/src/layouts/Nav/DagsButton.tsx  |   77 +
 .../src/airflow/ui/src/layouts/Nav/DocsButton.tsx  |   56 +-
 .../src/airflow/ui/src/layouts/Nav/Nav.tsx         |   11 +-
 .../airflow/ui/src/layouts/Nav/NavMenu.test.tsx    |   90 ++
 .../src/airflow/ui/src/layouts/Nav/NavMenu.tsx     |  170 +++
 .../src/airflow/ui/src/layouts/Nav/PluginMenus.tsx |   44 +-
 .../airflow/ui/src/layouts/Nav/SecurityButton.tsx  |   26 +-
 .../ui/src/layouts/Nav/UserSettingsButton.tsx      |  190 ++-
 .../Asset/AssetStateStore/AssetStateStore.tsx      |    1 +
 .../ui/src/pages/Connections/Connections.tsx       |    1 +
 .../ui/src/pages/Dag/Versions/VersionDiff.test.tsx |   30 +-
 .../ui/src/pages/Dag/Versions/VersionDiff.tsx      |   41 +-
 .../ui/src/pages/Dag/Versions/Versions.test.tsx    |    6 +
 .../airflow/ui/src/pages/Dag/Versions/Versions.tsx |    9 +
 .../src/airflow/ui/src/pages/DagRuns/DagRuns.tsx   |    1 +
 .../DagsList/DagsListColumns.test.tsx}             |   16 +-
 .../ui/src/pages/DagsList/DagsListColumns.tsx      |    4 +
 .../GroupTaskInstance/useLoopOutcomeStats.test.tsx |   64 +
 .../GroupTaskInstance/useLoopOutcomeStats.tsx      |   16 +-
 .../airflow/ui/src/pages/Run/CallbackLogs.test.tsx |   85 ++
 .../src/airflow/ui/src/pages/Run/CallbackLogs.tsx  |  189 +++
 .../airflow/ui/src/pages/Run/Callbacks.test.tsx    |  139 ++
 .../src/airflow/ui/src/pages/Run/Callbacks.tsx     |  161 ++
 .../src/airflow/ui/src/pages/Run/Run.test.tsx      |   81 +
 airflow-core/src/airflow/ui/src/pages/Run/Run.tsx  |   35 +-
 .../ui/src/pages/TaskInstance/Header.test.tsx      |   34 +-
 .../airflow/ui/src/pages/TaskInstance/Header.tsx   |   12 +
 .../ui/src/pages/TaskInstances/TaskInstances.tsx   |    1 +
 .../ui/src/pages/TaskStateStore/TaskStateStore.tsx |    1 +
 .../airflow/ui/src/pages/Variables/Variables.tsx   |    1 +
 .../src/airflow/ui/src/pages/XCom/XCom.test.tsx    |   18 +
 .../src/airflow/ui/src/pages/XCom/XCom.tsx         |    2 +
 .../ui/src/queries/useDagRunStateCounts.tsx        |    2 +-
 .../src/airflow/ui/src/queries/useDags.test.tsx    |  101 ++
 .../src/airflow/ui/src/queries/useDags.tsx         |    2 +-
 .../src/airflow/ui/src/queries/useLogs.tsx         |   45 +-
 airflow-core/src/airflow/ui/src/router.tsx         |    2 +
 airflow-core/src/airflow/ui/src/utils/option.ts    |   10 +-
 airflow-core/src/airflow/utils/cli.py              |    2 -
 airflow-core/src/airflow/utils/db.py               |    2 +-
 airflow-core/src/airflow/utils/db_cleanup.py       |    4 +-
 airflow-core/src/airflow/utils/file.py             |    2 +-
 .../src/airflow/utils/log/path_log_reader.py       |   98 ++
 airflow-core/src/airflow/utils/sqlalchemy.py       |   12 +-
 .../tests/unit/always/test_project_structure.py    |    1 -
 .../auth/managers/test_base_auth_manager.py        |   17 +
 .../core_api/routes/public/test_connections.py     |   21 +
 .../core_api/routes/public/test_extra_links.py     |    7 +-
 .../core_api/routes/public/test_task_instances.py  |   10 +-
 .../core_api/routes/public/test_xcom.py            |   48 +
 .../core_api/routes/ui/test_deadlines.py           |  125 +-
 .../api_fastapi/core_api/routes/ui/test_grid.py    |   40 +-
 .../tests/unit/api_fastapi/core_api/test_app.py    |    1 +
 .../versions/head/test_connection_tests.py         |   33 +
 .../versions/head/test_task_instances.py           |  251 ++--
 .../execution_api/versions/head/test_xcoms.py      |  153 +-
 .../unit/cli/commands/test_kerberos_command.py     |   36 +
 airflow-core/tests/unit/cli/test_cli_parser.py     |   13 +
 airflow-core/tests/unit/core/test_configuration.py |   24 +
 .../tests/unit/dag_processing/test_processor.py    |   23 +-
 .../tests/unit/executors/test_local_executor.py    |   80 +
 airflow-core/tests/unit/jobs/test_scheduler_job.py |   57 +-
 airflow-core/tests/unit/jobs/test_triggerer_job.py |   64 +-
 .../test_0143_add_dynamic_region_storage.py        |   10 +-
 .../test_0144_rename_stored_map_index.py           |   12 +-
 airflow-core/tests/unit/models/conftest.py         |    8 +-
 .../tests/unit/models/test_connection_test.py      |   32 +-
 airflow-core/tests/unit/models/test_dagrun.py      |   36 +-
 .../tests/unit/models/test_dynamic_region.py       |  233 ++-
 .../tests/unit/models/test_taskinstance.py         |    4 +-
 airflow-core/tests/unit/models/test_trigger.py     |  218 ++-
 .../tests/unit/utils/log/test_path_log_reader.py   |   76 +
 airflow-core/tests/unit/utils/test_db_cleanup.py   |   22 +
 airflow-core/tests/unit/utils/test_file.py         |   16 +-
 airflow-core/tests/unit/utils/test_sqlalchemy.py   |   20 +
 .../src/airflowctl/ctl/commands/pool_command.py    |    2 +
 .../airflow_ctl/ctl/commands/test_pool_command.py  |   45 +
 airflow-e2e-tests/pyproject.toml                   |    2 +-
 contributing-docs/18_contribution_workflow.rst     |   59 +-
 contributing-docs/testing/k8s_tests.rst            |    9 +-
 dev/README_RELEASE_PROVIDERS.md                    |  165 ++-
 dev/breeze/doc/03_developer_tasks.rst              |    3 +-
 dev/breeze/doc/05_test_commands.rst                |    2 +-
 dev/breeze/doc/ci/02_images.md                     |    2 +-
 dev/breeze/doc/ci/04_selective_checks.md           |    2 +-
 .../images/output_workflow-run_publish-docs.svg    |   28 +-
 .../images/output_workflow-run_publish-docs.txt    |    2 +-
 .../commands/release_management_commands.py        |    7 +-
 .../src/airflow_breeze/commands/verify_commands.py |   17 +-
 .../airflow_breeze/commands/workflow_commands.py   |  170 ++-
 .../commands/workflow_commands_config.py           |    1 +
 dev/breeze/src/airflow_breeze/global_constants.py  |    2 +-
 dev/breeze/src/airflow_breeze/utils/github.py      |    2 +-
 .../src/airflow_breeze/utils/kubernetes_utils.py   |   34 +-
 .../src/airflow_breeze/utils/selective_checks.py   |   14 +-
 dev/breeze/tests/test_kubernetes_utils.py          |   86 ++
 .../tests/test_release_management_commands.py      |   28 +
 dev/breeze/tests/test_selective_checks.py          |   38 +-
 dev/breeze/tests/test_verify_commands.py           |   18 +
 dev/breeze/tests/test_workflow_commands.py         |  205 +++
 dev/breeze/uv.lock                                 |   86 +-
 .../react_plugin_template/package.json             |   14 +-
 .../react_plugin_template/pnpm-lock.yaml           |  404 ++---
 dev/skill-evals/last-eval-hash.txt                 |    2 +-
 devel-common/src/docs/utils/conf_constants.py      |    1 +
 .../docs_build/third_party_inventories.py          |    1 +
 devel-common/src/tests_common/pytest_plugin.py     |   95 +-
 .../src/tests_common/test_utils/xcom_backends.py   |   18 +-
 docs/spelling_wordlist.txt                         |    2 +
 generated/known_airflow_exceptions.txt             |    2 +-
 generated/known_sdk_imports_in_core.txt            |    2 +-
 generated/provider_metadata.json                   |   16 +
 go-sdk/pkg/execution/genmodels/models.gen.go       |   22 +-
 go-sdk/schema/supervisor-schema.json               |   49 +
 providers/.last_release_date.txt                   |    2 +-
 .../alibaba/cloud/log/oss_task_handler.py          |    2 +-
 providers/amazon/README.rst                        |    4 +-
 providers/amazon/docs/index.rst                    |    7 +-
 .../amazon/docs/operators/athena/athena_spark.rst  |   25 +-
 providers/amazon/docs/transfer/sql_to_s3.rst       |    4 +
 providers/amazon/provider.yaml                     |    1 +
 providers/amazon/pyproject.toml                    |   12 +-
 .../airflow/providers/amazon/aws/hooks/athena.py   |    7 +
 .../src/airflow/providers/amazon/aws/hooks/eks.py  |   32 +
 .../amazon/aws/log/cloudwatch_task_handler.py      |    6 +-
 .../providers/amazon/aws/log/s3_task_handler.py    |    2 +-
 .../airflow/providers/amazon/aws/operators/eks.py  |   46 +-
 .../airflow/providers/amazon/aws/operators/glue.py |   37 +-
 .../amazon/aws/operators/redshift_data.py          |   36 +-
 .../providers/amazon/aws/sensors/athena_spark.py   |   84 ++
 .../providers/amazon/aws/transfers/sql_to_s3.py    |   48 +-
 .../airflow/providers/amazon/aws/triggers/eks.py   |   44 +-
 .../airflow/providers/amazon/get_provider_info.py  |    5 +-
 .../system/amazon/aws/example_athena_spark.py      |   25 +-
 .../amazon/tests/unit/amazon/aws/hooks/test_eks.py |   84 ++
 .../tests/unit/amazon/aws/operators/test_eks.py    |   64 +
 .../tests/unit/amazon/aws/operators/test_glue.py   |   18 -
 .../amazon/aws/operators/test_redshift_data.py     |   18 -
 .../unit/amazon/aws/sensors/test_athena_spark.py   |  175 +++
 .../unit/amazon/aws/transfers/test_sql_to_s3.py    |  155 +-
 .../tests/unit/amazon/aws/triggers/test_eks.py     |   29 +
 .../providers/apache/hdfs/log/hdfs_task_handler.py |    2 +-
 providers/apache/livy/pyproject.toml               |    2 +-
 .../providers/apache/livy/operators/livy.py        |   40 +-
 .../tests/unit/apache/livy/operators/test_livy.py  |   18 -
 providers/apache/spark/pyproject.toml              |    2 +-
 .../apache/spark/operators/spark_submit.py         |   35 +-
 .../apache/spark/operators/test_spark_submit.py    |   17 -
 providers/celery/docs/celery_executor.rst          |   17 +
 providers/celery/provider.yaml                     |    2 +
 .../providers/celery/executors/default_celery.py   |   30 +-
 .../airflow/providers/celery/get_provider_info.py  |    2 +-
 .../unit/celery/executors/test_celery_executor.py  |    7 +-
 .../unit/celery/executors/test_default_celery.py   |  175 +++
 providers/common/ai/README.rst                     |    4 +-
 providers/common/ai/docs/changelog.rst             |   34 +-
 providers/common/ai/docs/durable_execution.rst     |    6 +-
 providers/common/ai/docs/features.rst              |    5 +-
 providers/common/ai/docs/frameworks/adk.rst        |    2 +-
 providers/common/ai/docs/frameworks/anthropic.rst  |   11 +-
 .../common/ai/docs/frameworks/openai_agents.rst    |   72 +-
 .../common/ai/docs/frameworks/pydantic_ai.rst      |    6 +
 providers/common/ai/docs/frameworks/strands.rst    |    2 +-
 providers/common/ai/docs/index.rst                 |    2 +-
 providers/common/ai/docs/retry_policies.rst        |    4 +-
 providers/common/ai/docs/stability.rst             |    3 +-
 providers/common/ai/docs/supported_services.rst    |   10 +-
 providers/common/ai/docs/toolsets/custom.rst       |  173 +++
 providers/common/ai/docs/toolsets/datafusion.rst   |    7 +-
 providers/common/ai/docs/toolsets/index.rst        |    4 +-
 providers/common/ai/docs/troubleshooting.rst       |    4 +
 providers/common/ai/pyproject.toml                 |    7 +-
 .../providers/common/ai/durable/openai_agents.py   |  479 ++++++
 .../common/ai/example_dags/example_adk_agent.py    |    8 +-
 .../ai/example_dags/example_agent_tool_approval.py |    2 +-
 .../example_dags/example_anthropic_tool_runner.py  |    7 +-
 .../ai/example_dags/example_custom_toolset.py      |  160 ++
 .../ai/example_dags/example_llm_retry_policy.py    |   19 +-
 ...s_agent.py => example_openai_agents_durable.py} |   48 +-
 .../ai/example_dags/example_strands_agent.py       |    6 +-
 .../providers/common/ai/hooks/pydantic_ai.py       |    5 +
 .../airflow/providers/common/ai/operators/agent.py |   55 +-
 .../providers/common/ai/plugins/model_panel.py     |    2 +-
 .../airflow/providers/common/ai/policies/retry.py  |    5 +-
 .../airflow/providers/common/ai/toolsets/skills.py |   16 +-
 .../unit/common/ai/durable/test_openai_agents.py   |  521 +++++++
 .../tests/unit/common/ai/hooks/test_pydantic_ai.py |   18 +
 .../tests/unit/common/ai/operators/test_agent.py   |  127 +-
 .../ai/operators/test_agent_tool_approval.py       |    1 -
 .../unit/common/ai/plugins/test_model_panel.py     |   18 +-
 .../ai/tests/unit/common/ai/policies/test_retry.py |   45 +-
 .../tests/unit/common/ai/toolsets/test_skills.py   |   17 +
 .../common/compat/_resumable_job_mixin.py          |   58 +
 .../providers/common/compat/connection/__init__.py |   35 +-
 .../src/airflow/providers/common/compat/sdk.py     |    7 +
 .../common/compat/connection/test_connection.py    |   64 +
 .../common/compat/test__resumable_job_mixin.py     |   95 ++
 providers/common/io/docs/changelog.rst             |   10 +
 .../airflow/providers/common/io/xcom/backend.py    |   75 +-
 .../io/tests/unit/common/io/xcom/test_backend.py   |   55 +
 providers/databricks/pyproject.toml                |    2 +-
 .../providers/databricks/operators/databricks.py   |   42 +-
 .../unit/databricks/operators/test_databricks.py   |   18 -
 .../providers/discord/hooks/discord_webhook.py     |    2 +-
 .../unit/discord/hooks/test_discord_webhook.py     |    2 +-
 .../providers/edge3/plugins/www/package.json       |   26 +-
 .../providers/edge3/plugins/www/pnpm-lock.yaml     |  815 +++++-----
 .../providers/elasticsearch/log/es_task_handler.py |    5 +-
 .../unit/elasticsearch/log/test_es_task_handler.py |    3 +
 providers/fab/docs/auth-manager/access-control.rst |    2 +-
 .../fab/src/airflow/providers/fab/www/package.json |    2 +-
 .../src/airflow/providers/fab/www/pnpm-lock.yaml   |   10 +-
 providers/google/docs/operators/cloud/dataproc.rst |   13 +
 .../google/docs/operators/cloud/functions.rst      |   26 +
 .../google/docs/operators/cloud/vertex_ai.rst      |    5 +
 providers/google/pyproject.toml                    |    2 +-
 .../providers/google/cloud/hooks/dataprep.py       |   16 +-
 .../google/cloud/hooks/vertex_ai/feature_store.py  |   31 +-
 .../google/cloud/log/cloud_logging_task_handler.py |    5 +-
 .../providers/google/cloud/log/gcs_task_handler.py |    4 +-
 .../providers/google/cloud/operators/bigquery.py   |   46 +-
 .../providers/google/cloud/operators/dataflow.py   |   37 +-
 .../providers/google/cloud/operators/dataproc.py   |   52 +-
 .../providers/google/cloud/operators/functions.py  |    2 +-
 .../google/cloud/operators/kubernetes_engine.py    |   26 +-
 .../cloud/operators/vertex_ai/feature_store.py     |   17 +-
 .../google/cloud/transfers/bigquery_to_gcs.py      |   13 +
 .../google/cloud/transfers/gcs_to_bigquery.py      |   44 +-
 .../providers/google/cloud/triggers/dataflow.py    |  101 +-
 .../google/cloud/triggers/kubernetes_engine.py     |    3 +-
 .../providers/google/common/hooks/base_google.py   |    3 +-
 .../bigquery/example_bigquery_queries_async.py     |   54 +-
 .../cloud/dataproc/example_dataproc_batch.py       |   22 +
 .../kubernetes_engine/example_kubernetes_engine.py |    2 +-
 .../example_kubernetes_engine_async.py             |    5 +-
 .../example_kubernetes_engine_job.py               |    5 +-
 .../example_kubernetes_engine_kueue.py             |    2 +-
 .../example_kubernetes_engine_ray.py               |    6 -
 .../example_kubernetes_engine_resource.py          |    5 +-
 .../vertex_ai/example_vertex_ai_feature_store.py   |   36 +-
 .../tests/unit/google/cloud/hooks/test_dataprep.py |   31 +
 .../cloud/hooks/vertex_ai/test_feature_store.py    |   40 +-
 .../cloud/log/test_cloud_logging_task_handler.py   |    5 +
 .../unit/google/cloud/operators/test_bigquery.py   |   30 +-
 .../unit/google/cloud/operators/test_dataflow.py   |  116 ++
 .../unit/google/cloud/operators/test_dataproc.py   |  170 +++
 .../cloud/operators/test_kubernetes_engine.py      |   98 +-
 .../google/cloud/transfers/test_bigquery_to_gcs.py |   53 +
 .../google/cloud/transfers/test_gcs_to_bigquery.py |  124 ++
 .../unit/google/cloud/triggers/test_dataflow.py    |  224 ++-
 .../cloud/triggers/test_kubernetes_engine.py       |   20 +-
 .../unit/google/common/hooks/test_base_google.py   |   16 +
 providers/hashicorp/pyproject.toml                 |    2 +-
 providers/microsoft/azure/README.rst               |    7 +-
 .../azure/docs/connections/azure_ai_search.rst     |   92 ++
 providers/microsoft/azure/docs/index.rst           |    7 +-
 .../microsoft/azure/docs/operators/ai_search.rst   |  121 ++
 .../microsoft/azure/docs/operators/msgraph.rst     |   12 +
 .../microsoft/azure/docs/operators/powerbi.rst     |   10 +
 providers/microsoft/azure/provider.yaml            |   48 +
 providers/microsoft/azure/pyproject.toml           |    5 +-
 .../providers/microsoft/azure/exceptions.py        |    4 +
 .../providers/microsoft/azure/get_provider_info.py |   48 +
 .../providers/microsoft/azure/hooks/ai_search.py   |  355 +++++
 .../providers/microsoft/azure/hooks/msgraph.py     |   31 +-
 .../microsoft/azure/log/wasb_task_handler.py       |    2 +-
 .../providers/microsoft/azure/operators/msgraph.py |  158 +-
 .../providers/microsoft/azure/operators/powerbi.py |   89 +-
 .../providers/microsoft/azure/triggers/powerbi.py  |    7 +-
 .../microsoft/azure/example_azure_ai_search.py     |  175 +++
 .../unit/microsoft/azure/hooks/test_ai_search.py   |  394 +++++
 .../unit/microsoft/azure/hooks/test_msgraph.py     |   29 +
 .../unit/microsoft/azure/operators/test_msgraph.py |  162 +-
 .../unit/microsoft/azure/operators/test_powerbi.py |  288 ++--
 .../unit/microsoft/azure/triggers/test_powerbi.py  |   33 +
 providers/openai/README.rst                        |    2 +-
 providers/openai/docs/index.rst                    |    2 +-
 providers/openai/pyproject.toml                    |    2 +-
 .../unit/openlineage/plugins/test_execution.py     |    9 +-
 .../providers/opensearch/log/os_task_handler.py    |    5 +-
 .../unit/opensearch/log/test_os_task_handler.py    |    3 +
 providers/sftp/tests/unit/sftp/hooks/test_sftp.py  |    4 +
 providers/snowflake/docs/connections/snowflake.rst |    5 +-
 ...snowflake_cortex_agent.rst => cortex_agent.rst} |    8 +-
 .../snowflake/docs/redirects.txt                   |    2 +-
 providers/snowflake/provider.yaml                  |   12 +-
 providers/snowflake/pyproject.toml                 |    2 +-
 .../providers/snowflake/get_provider_info.py       |   12 +-
 .../airflow/providers/snowflake/hooks/__init__.py  |   19 +
 .../{snowflake_cortex_agent.py => cortex_agent.py} |    0
 .../airflow/providers/snowflake/hooks/snowflake.py |   35 +-
 .../hooks/{snowflake_sql_api.py => sql_api.py}     |    0
 .../providers/snowflake/operators/__init__.py      |   14 +
 .../{snowflake_cortex_agent.py => cortex_agent.py} |    2 +-
 .../providers/snowflake/operators/snowflake.py     |   38 +-
 .../snowflake/triggers/snowflake_trigger.py        |    2 +-
 .../providers/snowflake/utils/openlineage.py       |    4 +-
 .../snowflake/example_snowflake_cortex_agent.py    |    4 +-
 ...wflake_cortex_agent.py => test_cortex_agent.py} |   27 +-
 .../tests/unit/snowflake/hooks/test_snowflake.py   |  126 ++
 .../{test_snowflake_sql_api.py => test_sql_api.py} |    4 +-
 ...wflake_cortex_agent.py => test_cortex_agent.py} |    4 +-
 .../unit/snowflake/operators/test_snowflake.py     |   32 +-
 .../{test_snowflake_sql.py => test_sql.py}         |    0
 .../unit/snowflake/triggers/test_snowflake.py      |    8 +-
 .../tests/unit/snowflake/utils/test_openlineage.py |   14 +-
 .../airflow/providers/standard/hooks/subprocess.py |   28 +-
 .../tests/unit/standard/hooks/test_subprocess.py   |   63 +-
 pyproject.toml                                     |   33 +-
 registry/package.json                              |    2 +-
 registry/pnpm-lock.yaml                            |   10 +-
 scripts/ci/kubernetes/kind-cluster-conf.yaml       |    5 +-
 scripts/ci/prek/extract_permissions.py             |   28 +-
 scripts/ci/prek/fab_permissions_doc.py             |   14 +-
 scripts/ci/prek/local_yml_mounts.py                |    2 +
 scripts/ci/testing/summarize_captured_warnings.py  |    2 +-
 scripts/tests/ci/prek/test_extract_permissions.py  |   51 +-
 scripts/tests/ci/prek/test_local_yml_mounts.py     |   79 +
 scripts/tools/setup_breeze                         |    2 +-
 .../logging/src/airflow_shared/logging/remote.py   |   16 +-
 .../module_loading/file_discovery.py               |   11 +-
 .../tests/module_loading/test_file_discovery.py    |   18 +
 .../airflow_shared/observability/metrics/stats.py  |    3 +-
 .../secrets_masker/secrets_masker.py               |   19 +-
 .../tests/secrets_masker/test_secrets_masker.py    |   55 +-
 task-sdk/docs/api.rst                              |    4 +
 task-sdk/docs/index.rst                            |    1 +
 task-sdk/src/airflow/sdk/__init__.py               |    3 +
 task-sdk/src/airflow/sdk/__init__.pyi              |    2 +
 task-sdk/src/airflow/sdk/api/client.py             |   16 +-
 .../src/airflow/sdk/api/datamodels/_generated.py   |   14 +
 task-sdk/src/airflow/sdk/bases/xcom.py             |  383 ++++-
 .../src/airflow/sdk/coordinators/_subprocess.py    |   41 +-
 .../src/airflow/sdk/definitions/_internal/loop.py  |   10 +-
 .../sdk/definitions/decorators/task_group.py       |    6 +-
 .../src/airflow/sdk/definitions/loop.py            |   20 +-
 task-sdk/src/airflow/sdk/execution_time/comms.py   |    2 +
 .../airflow/sdk/execution_time/lazy_sequence.py    |    4 +-
 task-sdk/src/airflow/sdk/execution_time/loop.py    |   70 +-
 .../airflow/sdk/execution_time/schema/schema.json  |   49 +
 .../execution_time/schema/versions/v2026_10_30.py  |   12 +-
 .../src/airflow/sdk/execution_time/supervisor.py   |   26 +-
 .../src/airflow/sdk/execution_time/task_runner.py  |   54 +-
 .../airflow/sdk/importers/yaml_importer/builder.py |  155 +-
 task-sdk/src/airflow/sdk/types.py                  |    2 +
 task-sdk/tests/task_sdk/api/test_client.py         |   27 +
 task-sdk/tests/task_sdk/bases/test_xcom.py         |  379 ++++-
 .../tests/task_sdk/coordinators/test_subprocess.py |  179 ++-
 .../task_sdk/execution_time/test_lazy_sequence.py  |   27 +
 .../tests/task_sdk/execution_time/test_loop.py     |  214 +--
 .../task_sdk/execution_time/test_supervisor.py     |  122 +-
 .../task_sdk/execution_time/test_task_runner.py    |   83 +-
 .../importers/yaml_importer/test_importer.py       |   84 ++
 ts-sdk/api-docs/dag-authoring-api.ts               |    1 +
 ts-sdk/pnpm-lock.yaml                              |  145 +-
 ts-sdk/schema/supervisor-schema.json               |   49 +
 ts-sdk/src/coordinator/serde.ts                    |   18 +-
 ts-sdk/src/generated/supervisor.ts                 |   14 +
 ts-sdk/src/index.ts                                |    2 +-
 ts-sdk/src/sdk/dag.ts                              |  112 +-
 ts-sdk/tests/coordinator/serde.test.ts             |   19 +
 ts-sdk/tests/public-api.test.ts                    |    2 +
 ts-sdk/tests/sdk/branching.test.ts                 |   10 +
 ts-sdk/tests/sdk/conditional.test.ts               |   23 +
 ts-sdk/tests/sdk/dag.test.ts                       |  128 ++
 uv.lock                                            | 1561 +++++++++++---------
 521 files changed, 19179 insertions(+), 4869 deletions(-)
 create mode 100644 
.agents/skills/airflow-publish-changes/references/performance-sensitive-components.md
 create mode 100644 airflow-core/docs/authoring-and-scheduling/yaml-dags.rst
 create mode 100644 airflow-core/newsfragments/74837.bugfix.rst
 create mode 100644 airflow-core/newsfragments/74840.bugfix.rst
 create mode 100644 
airflow-core/newsfragments/task-loops-custom-backends.significant.rst
 copy 
airflow-core/src/airflow/migrations/versions/{0140_3_4_0_add_language_to_dag_code.py
 => 0147_3_4_0_add_commit_allows_update_to_connection_test.py} (60%)
 rename 
airflow-core/src/airflow/migrations/versions/{0147_3_5_0_add_session_id_to_job.py
 => 0148_3_5_0_add_session_id_to_job.py} (97%)
 create mode 100644 
airflow-core/src/airflow/ui/src/components/DataTable/DataTable.expanding.test.tsx
 copy airflow-core/src/airflow/ui/src/{layouts/Details/Grid/DurationTick.tsx => 
components/LoopDecisionReason.tsx} (67%)
 create mode 100644 
airflow-core/src/airflow/ui/src/layouts/Details/MapIndexSwitcherButton.tsx
 create mode 100644 
airflow-core/src/airflow/ui/src/layouts/Details/SearchMapIndexes.test.tsx
 create mode 100644 
airflow-core/src/airflow/ui/src/layouts/Details/SearchMapIndexes.tsx
 create mode 100644 
airflow-core/src/airflow/ui/src/layouts/Nav/DagsButton.test.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/layouts/Nav/DagsButton.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/layouts/Nav/NavMenu.test.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/layouts/Nav/NavMenu.tsx
 copy airflow-core/src/airflow/ui/src/{utils/isOneOf.test.ts => 
pages/DagsList/DagsListColumns.test.tsx} (63%)
 create mode 100644 
airflow-core/src/airflow/ui/src/pages/GroupTaskInstance/useLoopOutcomeStats.test.tsx
 create mode 100644 
airflow-core/src/airflow/ui/src/pages/Run/CallbackLogs.test.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/pages/Run/CallbackLogs.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/pages/Run/Callbacks.test.tsx
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 create mode 100644 airflow-core/src/airflow/ui/src/pages/Run/Run.test.tsx
 create mode 100644 airflow-core/src/airflow/ui/src/queries/useDags.test.tsx
 create mode 100644 airflow-core/src/airflow/utils/log/path_log_reader.py
 create mode 100644 airflow-core/tests/unit/utils/log/test_path_log_reader.py
 create mode 100644 dev/breeze/tests/test_kubernetes_utils.py
 copy airflow-core/src/airflow/api_fastapi/core_api/datamodels/ui/teams.py => 
devel-common/src/tests_common/test_utils/xcom_backends.py (71%)
 create mode 100644 
providers/amazon/src/airflow/providers/amazon/aws/sensors/athena_spark.py
 create mode 100644 
providers/amazon/tests/unit/amazon/aws/sensors/test_athena_spark.py
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providers/celery/tests/unit/celery/executors/test_default_celery.py
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providers/common/ai/src/airflow/providers/common/ai/durable/openai_agents.py
 create mode 100644 
providers/common/ai/src/airflow/providers/common/ai/example_dags/example_custom_toolset.py
 copy 
providers/common/ai/src/airflow/providers/common/ai/example_dags/{example_openai_agents_agent.py
 => example_openai_agents_durable.py} (66%)
 create mode 100644 
providers/common/ai/tests/unit/common/ai/durable/test_openai_agents.py
 create mode 100644 
providers/common/compat/src/airflow/providers/common/compat/_resumable_job_mixin.py
 create mode 100644 
providers/common/compat/tests/unit/common/compat/test__resumable_job_mixin.py
 create mode 100644 
providers/microsoft/azure/docs/connections/azure_ai_search.rst
 create mode 100644 providers/microsoft/azure/docs/operators/ai_search.rst
 create mode 100644 
providers/microsoft/azure/src/airflow/providers/microsoft/azure/hooks/ai_search.py
 create mode 100644 
providers/microsoft/azure/tests/system/microsoft/azure/example_azure_ai_search.py
 create mode 100644 
providers/microsoft/azure/tests/unit/microsoft/azure/hooks/test_ai_search.py
 rename providers/snowflake/docs/operators/{snowflake_cortex_agent.rst => 
cortex_agent.rst} (91%)
 copy airflow-core/src/airflow/py.typed => 
providers/snowflake/docs/redirects.txt (92%)
 rename 
providers/snowflake/src/airflow/providers/snowflake/hooks/{snowflake_cortex_agent.py
 => cortex_agent.py} (100%)
 rename 
providers/snowflake/src/airflow/providers/snowflake/hooks/{snowflake_sql_api.py 
=> sql_api.py} (100%)
 rename 
providers/snowflake/src/airflow/providers/snowflake/operators/{snowflake_cortex_agent.py
 => cortex_agent.py} (99%)
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providers/snowflake/tests/unit/snowflake/hooks/{test_snowflake_cortex_agent.py 
=> test_cortex_agent.py} (97%)
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providers/snowflake/tests/unit/snowflake/hooks/{test_snowflake_sql_api.py => 
test_sql_api.py} (99%)
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providers/snowflake/tests/unit/snowflake/operators/{test_snowflake_cortex_agent.py
 => test_cortex_agent.py} (98%)
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providers/snowflake/tests/unit/snowflake/operators/{test_snowflake_sql.py => 
test_sql.py} (100%)
 create mode 100644 scripts/tests/ci/prek/test_local_yml_mounts.py
 copy airflow-core/tests/unit/task/conftest.py => 
task-sdk/src/airflow/sdk/definitions/loop.py (66%)

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