This is an automated email from the ASF dual-hosted git repository.

ephraimbuddy pushed a change to branch dag-processor-publication-api
in repository https://gitbox.apache.org/repos/asf/airflow.git


 discard e153354ded8 Keep a file's Dags schedulable after a failed parse is 
reported
 discard bc088968b9d Fix which Dags a Dag processor publication marks stale
 discard 2f5a9a94ea2 Reject only the invalid Dags in a Dag processor publication
 discard 76b7e8ae7f8 Cover publication API rejections and clarify its docs and 
names
 discard b127580ce34 Reject Dags without a timetable or with incomplete 
deadline alerts
 discard 25d3fff0abd Preserve compact source publications and actionable Dag 
diagnostics
 discard 39e93220fbd Clean asset references for stale Dags removed from bundles
 discard 5cfccd0731f Align API-mode Dag publication with DB-mode cleanup
 discard 884ad9b4774 Allow Dag processors to publish metadata through the 
Execution API
 discard 9bc77b1f662 Describe the git provider's refresh-error probe accurately
 discard 9170d76ac5d Stop repeated bundle drains and keep cleanup overrides 
working
 discard 0bd18f5b169 Keep Dag parsing and metrics healthy during bundle outages
 discard 1f2332be9ac Revise Dag bundle refresh compatibility guidance
 discard d299f5ee105 Clarify bundle refresh compatibility and simplify its 
regression test
 discard 97c1d4bed76 Keep Git bundles importable on Airflow 3.4
 discard bda0ed0fdba Keep Dag parsing responsive during bundle refresh failures
 discard 4f98ef56570 Make the bundle refresh regression test independent of 
uptime
 discard 3a6f378d2cf Avoid parsing stalls while a bundle refresh waits for 
imports
 discard 7b60a8b86a5 Keep Dag parsing results aligned with refreshed bundle 
sources
     add 750617c3867 Fix entry-point plugins reported as duplicates on 
RHEL/Fedora venvs (#74531)
     add f14247a5938 Add a general debugging guide to the troubleshooting doc 
(#71457)
     add ebe49645e34 Move XCom filter param models into execution API 
datamodels (#76536)
     add 437f6be3cec Run the durable OpenAI Agents tests in the agent framework 
CI job (#76500)
     add 7625b59a85e Key LLM batch and durable Strands state on the task loop 
iteration (#76201)
     add d46d97fa8d5 Note the unparseable-output case in OpenAIResponseOperator 
XCom docs (#74519)
     add b7ceab0372b Support Workload Identity Federation in Snowflake REST API 
authentication (#75810)
     add f82542a453a Name the caller's own MCP client and durable setup in 
Common AI errors (#76495)
     add 8e922e329ab Refactor isinstance dispatching with polymorphism (#74634)
     add e3c21b77c97 Update French (fr) UI translations to 100% coverage 
(#76460)
     add dcbf21690e8 Pass AssetStateStoreAccessors into response_check_path 
Callable in HttpEventTrigger (#72287)
     add 6cf8ed6c63a UI: Translate the Spanish strings added since the last 
pass (#76466)
     add b5ab0a15174 UI: Defer React plugin compatibility runtime (#75083)
     add b0581660e45 Support fail_on_reject on every LLM approval operator 
(#74493)
     add 24464f6d728 Keep Dag and deadline list serialization off the API 
server event loop (#76525)
     add 020259387b9 Support multimodal prompts with enable_hitl_review in 
AgentOperator (#74389)
     add c4eaf4b8399 Prepare providers release 2026-11-03 (#76490)
     add 3eacdb97dfd Sanitize error message in DatabricksExecutionTrigger  
(#70385)
     add 8529c41db15 Add environment_variables to MWAA Serverless create/update 
workflow operators (#76496)
     add c8d8df3353d Add `@task.modal` to run Python functions on Modal without 
Airflow in the image (#76502)
     add bca1e144da1 Add raphaelauv to fork-ci-gate (#76538)
     add 71a19df58c5 Write container logs to the task log in deferrable 
AzureContainerInstancesOperator (#76330)
     add 6bacb63888f Complete Dutch translations (2026-10-05) (#74286)
     add 77762c256df Add `partition_key` to the `DagRun Finished` log line 
(#76557)
     add 1f4bc05aa0a Allow Human-in-the-loop tasks to be answered while still 
running (#75413)
     add c7fcba0106a Stop holding openai below 3 in Airflow's CI image and 
constraints (#76503)
     add 322c178e05b Fix duplicated asset events when name_prefix_pattern 
matches all (#74816)
     add 1fe65f5f13a Keep parallel tool results replayable across retries in 
OpenAI Agents durable runs (#76015)
     add 3204b6ebebb Fix enum names and non-ISO dates in airflowctl dags output 
(#76354)
     add cc1dfb94296 Remove deprecated project_id from BigQueryGetDataOperator 
(#76115)
     add 57be3ff441d Keep Dag parsing results aligned with refreshed bundle 
sources
     add f15d358847a Avoid parsing stalls while a bundle refresh waits for 
imports
     add b14c938945f Make the bundle refresh regression test independent of 
uptime
     add 120dd5c728b Keep Dag parsing responsive during bundle refresh failures
     add 2485e4ebc66 Keep Git bundles importable on Airflow 3.4
     add 0ae0d380721 Clarify bundle refresh compatibility and simplify its 
regression test
     add abe254a9828 Revise Dag bundle refresh compatibility guidance
     add 62870a2972e Keep Dag parsing and metrics healthy during bundle outages
     add a0c3b301e94 Stop repeated bundle drains and keep cleanup overrides 
working
     add 57427115ce0 Describe the git provider's refresh-error probe accurately
     add 4552a6bc204 Clarify refresh retry timing and note the bundle parsing 
pause
     add 0292f97fbde Allow Dag processors to publish metadata through the 
Execution API
     add 4e27e96ff86 Align API-mode Dag publication with DB-mode cleanup
     add 0c6b8d27c67 Clean asset references for stale Dags removed from bundles
     add 8582245856a Preserve compact source publications and actionable Dag 
diagnostics
     add 7530cd2bc33 Reject Dags without a timetable or with incomplete 
deadline alerts
     add 64ab92d37ab Cover publication API rejections and clarify its docs and 
names
     add 5f67d7c7b72 Reject only the invalid Dags in a Dag processor publication
     add e07f820e05f Fix which Dags a Dag processor publication marks stale
     add 83ef0e5e7df Keep a file's Dags schedulable after a failed parse is 
reported
     add 8d65973f4e8 Renumber the publication-state migration after main's 0154

This update added new revisions after undoing existing revisions.
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when a user --force pushes a change and generates a repository
containing something like this:

 * -- * -- B -- O -- O -- O   (e153354ded8)
            \
             N -- N -- N   refs/heads/dag-processor-publication-api 
(8d65973f4e8)

You should already have received notification emails for all of the O
revisions, and so the following emails describe only the N revisions
from the common base, B.

Any revisions marked "omit" are not gone; other references still
refer to them.  Any revisions marked "discard" are gone forever.

No new revisions were added by this update.

Summary of changes:
 .github/fork-ci-gate.toml                          |   1 +
 .github/workflows/agent-framework-tests.yml        |   2 +-
 Dockerfile.ci                                      |  17 +-
 .../administration-and-deployment/dag-bundles.rst  |   7 +-
 airflow-core/docs/migrations-ref.rst               |   4 +-
 airflow-core/docs/troubleshooting.rst              | 129 ++++++
 airflow-core/newsfragments/74789.significant.rst   |  12 +
 .../airflow/api_fastapi/common/parameters/misc.py  |  10 +-
 .../api_fastapi/core_api/datamodels/dags.py        |   4 +-
 .../api_fastapi/core_api/datamodels/ui/deadline.py |   2 +-
 .../api_fastapi/core_api/routes/public/assets.py   |   2 +-
 .../api_fastapi/core_api/routes/public/dags.py     |   7 +-
 .../api_fastapi/core_api/routes/public/hitl.py     |   6 +-
 .../airflow/api_fastapi/core_api/routes/ui/dags.py |   9 +-
 .../api_fastapi/core_api/routes/ui/deadlines.py    |   2 +-
 .../api_fastapi/execution_api/datamodels/xcom.py   |  19 +
 .../api_fastapi/execution_api/routes/hitl.py       |  16 +-
 .../api_fastapi/execution_api/routes/xcoms.py      |  22 +-
 .../api_fastapi/execution_api/versions/__init__.py |   4 +-
 .../execution_api/versions/v2025_08_10.py          |   2 +-
 .../execution_api/versions/v2026_10_30.py          |  12 +
 .../versions/v2026_10_30_xcom_params.py            |  35 --
 .../src/airflow/jobs/triggerer_job_runner.py       |  23 +-
 ...54_3_5_0_add_idempotency_key_to_hitl_detail.py} |  28 +-
 ...5_3_5_0_add_dag_processor_publication_state.py} |   4 +-
 airflow-core/src/airflow/models/dagrun.py          |   4 +-
 airflow-core/src/airflow/models/hitl.py            |  43 ++
 .../airflow/ui/public/i18n/locales/es/browse.json  |   1 +
 .../airflow/ui/public/i18n/locales/es/common.json  |   8 +-
 .../ui/public/i18n/locales/es/components.json      |   4 +
 .../src/airflow/ui/public/i18n/locales/es/dag.json |   4 +-
 .../airflow/ui/public/i18n/locales/es/dags.json    |   1 +
 .../airflow/ui/public/i18n/locales/fr/admin.json   |   3 +
 .../airflow/ui/public/i18n/locales/fr/browse.json  |   2 +
 .../airflow/ui/public/i18n/locales/fr/common.json  |  34 +-
 .../ui/public/i18n/locales/fr/components.json      |  13 +
 .../src/airflow/ui/public/i18n/locales/fr/dag.json |  68 ++-
 .../airflow/ui/public/i18n/locales/fr/dags.json    |  14 +-
 .../ui/public/i18n/locales/fr/dashboard.json       |   1 +
 .../airflow/ui/public/i18n/locales/fr/hitl.json    |   1 +
 .../airflow/ui/public/i18n/locales/nl/admin.json   |  26 +-
 .../airflow/ui/public/i18n/locales/nl/assets.json  |  18 +-
 .../airflow/ui/public/i18n/locales/nl/browse.json  |  34 ++
 .../airflow/ui/public/i18n/locales/nl/common.json  | 227 +++++++++-
 .../ui/public/i18n/locales/nl/components.json      |  57 ++-
 .../src/airflow/ui/public/i18n/locales/nl/dag.json | 139 +++++-
 .../airflow/ui/public/i18n/locales/nl/dags.json    |  60 ++-
 .../ui/public/i18n/locales/nl/dashboard.json       |  24 +-
 .../airflow/ui/public/i18n/locales/nl/hitl.json    |   1 +
 .../ui/src/components/NeedsReviewButton.tsx        |   3 +-
 .../airflow/ui/src/hooks/useRequiredActionTabs.ts  |   6 +-
 airflow-core/src/airflow/ui/src/main.tsx           |  19 +-
 .../HITLTaskInstances/HITLTaskInstances.test.tsx   |  11 +-
 .../pages/HITLTaskInstances/HITLTaskInstances.tsx  |   4 +-
 .../src/airflow/ui/src/pages/ReactPlugin.test.tsx  |  25 +-
 .../src/airflow/ui/src/pages/ReactPlugin.tsx       |  14 +-
 airflow-core/src/airflow/ui/src/utils/hitl.test.ts |  48 +-
 airflow-core/src/airflow/ui/src/utils/hitl.ts      |  12 +-
 .../src/utils/registerPluginDependencies.test.ts   |  59 +++
 .../utils/registerPluginDependencies.ts}           |  39 +-
 .../core_api/routes/public/test_assets.py          |   2 +
 .../core_api/routes/public/test_dags.py            |  18 +
 .../core_api/routes/public/test_hitl.py            |  46 ++
 .../api_fastapi/core_api/routes/ui/test_dags.py    |  30 ++
 .../core_api/routes/ui/test_deadlines.py           |  12 +
 .../execution_api/versions/head/test_hitl.py       |  45 ++
 .../tests/unit/dag_processing/test_processor.py    |   1 +
 airflow-core/tests/unit/models/test_dagrun.py      |  33 ++
 .../src/airflowctl/ctl/commands/dag_command.py     |   5 +-
 .../airflow_ctl/ctl/commands/test_dag_command.py   |  27 +-
 contributing-docs/12_provider_distributions.rst    |   6 +-
 .../13_airflow_dependencies_and_extras.rst         |   5 +
 .../src/airflow_breeze/utils/verification_plan.py  |   5 +
 docs/spelling_wordlist.txt                         |   2 +
 generated/known_sdk_imports_in_core.txt            |   2 +-
 .../pkg/execution/genmodels/discriminators.gen.go  |   4 +
 go-sdk/pkg/execution/genmodels/models.gen.go       |  83 ++--
 go-sdk/schema/supervisor-schema.json               |  72 +++
 providers/.last_release_date.txt                   |   2 +-
 providers/alibaba/README.rst                       |   6 +-
 providers/alibaba/docs/changelog.rst               |  12 +
 providers/alibaba/docs/index.rst                   |   6 +-
 providers/alibaba/provider.yaml                    |   3 +-
 providers/alibaba/pyproject.toml                   |   6 +-
 .../src/airflow/providers/alibaba/__init__.py      |   2 +-
 providers/amazon/README.rst                        |  10 +-
 providers/amazon/docs/changelog.rst                |  55 +++
 providers/amazon/docs/index.rst                    |   8 +-
 providers/amazon/provider.yaml                     |   3 +-
 providers/amazon/pyproject.toml                    |   8 +-
 .../src/airflow/providers/amazon/__init__.py       |   2 +-
 .../amazon/aws/operators/mwaa_serverless.py        |  21 +
 .../amazon/aws/operators/test_mwaa_serverless.py   |  52 +++
 providers/apache/arrow/README.rst                  |   6 +-
 providers/apache/arrow/docs/changelog.rst          |  19 +
 providers/apache/arrow/docs/index.rst              |   6 +-
 providers/apache/arrow/provider.yaml               |   3 +-
 providers/apache/arrow/pyproject.toml              |   6 +-
 .../src/airflow/providers/apache/arrow/__init__.py |   2 +-
 providers/apache/hive/README.rst                   |   6 +-
 providers/apache/hive/docs/changelog.rst           |  13 +
 providers/apache/hive/docs/index.rst               |   6 +-
 providers/apache/hive/provider.yaml                |   3 +-
 providers/apache/hive/pyproject.toml               |   6 +-
 .../src/airflow/providers/apache/hive/__init__.py  |   2 +-
 providers/apache/kafka/README.rst                  |   6 +-
 providers/apache/kafka/docs/changelog.rst          |  12 +
 providers/apache/kafka/docs/index.rst              |   6 +-
 providers/apache/kafka/provider.yaml               |   3 +-
 providers/apache/kafka/pyproject.toml              |   6 +-
 .../src/airflow/providers/apache/kafka/__init__.py |   2 +-
 providers/celery/README.rst                        |   6 +-
 providers/celery/docs/changelog.rst                |  17 +
 providers/celery/docs/index.rst                    |   6 +-
 providers/celery/provider.yaml                     |   3 +-
 providers/celery/pyproject.toml                    |   6 +-
 .../src/airflow/providers/celery/__init__.py       |   2 +-
 providers/cncf/kubernetes/README.rst               |   6 +-
 providers/cncf/kubernetes/docs/changelog.rst       |  34 ++
 providers/cncf/kubernetes/docs/index.rst           |   6 +-
 providers/cncf/kubernetes/provider.yaml            |   3 +-
 providers/cncf/kubernetes/pyproject.toml           |   6 +-
 .../airflow/providers/cncf/kubernetes/__init__.py  |   2 +-
 providers/common/ai/docs/approval_gates.rst        |  12 +-
 providers/common/ai/docs/durable_execution.rst     |   2 +-
 providers/common/ai/docs/frameworks/anthropic.rst  |   4 +-
 .../common/ai/docs/frameworks/claude_agent_sdk.rst |   4 +-
 providers/common/ai/docs/frameworks/index.rst      |  28 +-
 .../common/ai/docs/frameworks/openai_agents.rst    |   7 +-
 providers/common/ai/docs/frameworks/strands.rst    |   7 +-
 providers/common/ai/docs/hooks/llamaindex.rst      |   6 +
 providers/common/ai/docs/operators/agent.rst       |   7 +-
 providers/common/ai/docs/operators/llm.rst         |   8 +-
 providers/common/ai/docs/operators/llm_batch.rst   |   5 +-
 providers/common/ai/docs/operators/llm_branch.rst  |   4 +-
 providers/common/ai/docs/stability.rst             |   6 +-
 providers/common/ai/docs/troubleshooting.rst       |   2 +-
 providers/common/ai/provider.yaml                  |   7 +-
 providers/common/ai/pyproject.toml                 |  10 +-
 .../src/airflow/providers/common/ai/batch/state.py |  43 +-
 .../providers/common/ai/decorators/agent.py        |   7 -
 .../airflow/providers/common/ai/durable/journal.py |  70 ++-
 .../providers/common/ai/durable/openai_agents.py   |  64 ++-
 .../airflow/providers/common/ai/durable/storage.py |   3 +-
 .../airflow/providers/common/ai/durable/strands.py |  20 +-
 .../src/airflow/providers/common/ai/exceptions.py  |  10 +
 .../providers/common/ai/get_provider_info.py       |   2 +-
 .../providers/common/ai/mixins/hitl_review.py      |  15 +-
 .../airflow/providers/common/ai/operators/agent.py |   8 -
 .../airflow/providers/common/ai/operators/llm.py   |  46 +-
 .../providers/common/ai/operators/llm_batch.py     |   8 +-
 .../providers/common/ai/operators/llm_branch.py    |  29 +-
 .../common/ai/operators/llm_file_analysis.py       |   3 +-
 .../common/ai/operators/llm_schema_compare.py      |   3 +-
 .../providers/common/ai/operators/llm_sql.py       |   7 +-
 .../airflow/providers/common/ai/tools/__init__.py  |  28 +-
 .../src/airflow/providers/common/ai/tools/adk.py   |   8 +-
 .../airflow/providers/common/ai/tools/anthropic.py |  14 +-
 .../providers/common/ai/tools/claude_agent_sdk.py  |   9 +-
 .../providers/common/ai/tools/openai_agents.py     |   9 +-
 .../airflow/providers/common/ai/tools/strands.py   |   6 +-
 .../airflow/providers/common/ai/toolsets/mcp.py    |  14 +-
 .../providers/common/ai/utils/validation.py        |  24 -
 .../ai/tests/unit/common/ai/batch/test_state.py    |  52 +++
 .../tests/unit/common/ai/decorators/test_agent.py  |  16 +-
 .../tests/unit/common/ai/durable/test_journal.py   |  76 ++++
 .../unit/common/ai/durable/test_openai_agents.py   | 486 ++++++++++++++++++++-
 .../tests/unit/common/ai/durable/test_storage.py   |   9 +-
 .../tests/unit/common/ai/durable/test_strands.py   |  18 +
 .../tests/unit/common/ai/hooks/test_llamaindex.py  |  11 +
 .../unit/common/ai/mixins/test_hitl_review.py      |  39 +-
 .../tests/unit/common/ai/operators/test_agent.py   |  30 +-
 .../ai/operators/test_llamaindex_embedding.py      |   8 +-
 .../ai/operators/test_llamaindex_retrieval.py      |  11 +-
 .../ai/tests/unit/common/ai/operators/test_llm.py  |  87 ++++
 .../unit/common/ai/operators/test_llm_batch.py     |  28 +-
 .../unit/common/ai/operators/test_llm_branch.py    |   9 +-
 .../ai/tests/unit/common/ai/tools/test_adk.py      |   6 +
 .../tests/unit/common/ai/tools/test_anthropic.py   |  13 +-
 .../unit/common/ai/tools/test_claude_agent_sdk.py  |  10 +
 .../unit/common/ai/tools/test_openai_agents.py     |   6 +
 .../ai/tests/unit/common/ai/tools/test_strands.py  |   6 +
 .../ai/tests/unit/common/ai/tools/test_tools.py    |  43 +-
 .../ai/tests/unit/common/ai/toolsets/test_mcp.py   |   8 +-
 .../tests/unit/common/ai/utils/test_validation.py  |  32 +-
 providers/common/compat/README.rst                 |   6 +-
 providers/common/compat/docs/changelog.rst         |  17 +
 providers/common/compat/docs/index.rst             |   6 +-
 providers/common/compat/provider.yaml              |   3 +-
 providers/common/compat/pyproject.toml             |   6 +-
 .../airflow/providers/common/compat/__init__.py    |   2 +-
 providers/common/io/README.rst                     |   6 +-
 providers/common/io/docs/changelog.rst             |  12 +
 providers/common/io/docs/index.rst                 |   6 +-
 providers/common/io/provider.yaml                  |   3 +-
 providers/common/io/pyproject.toml                 |   6 +-
 .../io/src/airflow/providers/common/io/__init__.py |   2 +-
 providers/common/sql/README.rst                    |   6 +-
 providers/common/sql/docs/changelog.rst            |  24 +
 providers/common/sql/docs/index.rst                |   6 +-
 providers/common/sql/provider.yaml                 |   3 +-
 providers/common/sql/pyproject.toml                |   6 +-
 .../src/airflow/providers/common/sql/__init__.py   |   2 +-
 providers/databricks/README.rst                    |   8 +-
 providers/databricks/docs/changelog.rst            |  15 +
 providers/databricks/docs/index.rst                |   8 +-
 providers/databricks/provider.yaml                 |   3 +-
 providers/databricks/pyproject.toml                |   8 +-
 .../src/airflow/providers/databricks/__init__.py   |   2 +-
 .../providers/databricks/utils/databricks.py       |  20 +-
 .../tests/unit/databricks/utils/test_databricks.py |  76 ++++
 providers/dbt/cloud/README.rst                     |   6 +-
 providers/dbt/cloud/docs/changelog.rst             |  13 +
 providers/dbt/cloud/docs/index.rst                 |   6 +-
 providers/dbt/cloud/provider.yaml                  |   3 +-
 providers/dbt/cloud/pyproject.toml                 |   6 +-
 .../src/airflow/providers/dbt/cloud/__init__.py    |   2 +-
 providers/edge3/README.rst                         |   6 +-
 providers/edge3/docs/changelog.rst                 |  19 +
 providers/edge3/docs/index.rst                     |   6 +-
 providers/edge3/provider.yaml                      |   3 +-
 providers/edge3/pyproject.toml                     |   6 +-
 .../edge3/src/airflow/providers/edge3/__init__.py  |   2 +-
 providers/exasol/README.rst                        |   6 +-
 providers/exasol/docs/changelog.rst                |  12 +
 providers/exasol/docs/index.rst                    |   6 +-
 providers/exasol/provider.yaml                     |   3 +-
 providers/exasol/pyproject.toml                    |   6 +-
 .../src/airflow/providers/exasol/__init__.py       |   2 +-
 providers/fab/README.rst                           |   6 +-
 providers/fab/docs/changelog.rst                   |  52 ++-
 providers/fab/docs/index.rst                       |   6 +-
 providers/fab/provider.yaml                        |   3 +-
 providers/fab/pyproject.toml                       |   6 +-
 .../fab/src/airflow/providers/fab/__init__.py      |   2 +-
 providers/ftp/README.rst                           |   6 +-
 providers/ftp/docs/changelog.rst                   |  12 +
 providers/ftp/docs/index.rst                       |   6 +-
 providers/ftp/provider.yaml                        |   3 +-
 providers/ftp/pyproject.toml                       |   6 +-
 .../ftp/src/airflow/providers/ftp/__init__.py      |   2 +-
 providers/google/README.rst                        |  15 +-
 providers/google/docs/changelog.rst                |  68 +++
 providers/google/docs/index.rst                    |  15 +-
 providers/google/docs/operators/cloud/bigquery.rst |   4 -
 providers/google/provider.yaml                     |   3 +-
 providers/google/pyproject.toml                    |  26 +-
 .../src/airflow/providers/google/__init__.py       |   2 +-
 .../providers/google/cloud/operators/bigquery.py   |  20 -
 providers/http/README.rst                          |   6 +-
 providers/http/docs/changelog.rst                  |  13 +
 providers/http/docs/index.rst                      |   6 +-
 providers/http/docs/triggers.rst                   |  65 +--
 providers/http/provider.yaml                       |   3 +-
 providers/http/pyproject.toml                      |   6 +-
 .../http/src/airflow/providers/http/__init__.py    |   2 +-
 .../src/airflow/providers/http/triggers/http.py    |  14 +-
 .../http/tests/unit/http/triggers/test_http.py     |  79 ++++
 providers/keycloak/README.rst                      |   6 +-
 providers/keycloak/docs/changelog.rst              |  20 +
 providers/keycloak/docs/index.rst                  |   6 +-
 providers/keycloak/provider.yaml                   |   3 +-
 providers/keycloak/pyproject.toml                  |   6 +-
 .../src/airflow/providers/keycloak/__init__.py     |   2 +-
 providers/microsoft/azure/README.rst               |   6 +-
 providers/microsoft/azure/docs/changelog.rst       |  18 +
 providers/microsoft/azure/docs/index.rst           |   6 +-
 providers/microsoft/azure/provider.yaml            |   3 +-
 providers/microsoft/azure/pyproject.toml           |   6 +-
 .../airflow/providers/microsoft/azure/__init__.py  |   2 +-
 .../azure/operators/container_instances.py         |  26 +-
 .../azure/operators/test_container_instances.py    | 143 ++++++
 providers/microsoft/mssql/README.rst               |   6 +-
 providers/microsoft/mssql/docs/changelog.rst       |  12 +
 providers/microsoft/mssql/docs/index.rst           |   6 +-
 providers/microsoft/mssql/provider.yaml            |   3 +-
 providers/microsoft/mssql/pyproject.toml           |   6 +-
 .../airflow/providers/microsoft/mssql/__init__.py  |   2 +-
 providers/modal/docs/index.rst                     |  13 +-
 providers/modal/docs/task_decorator.rst            | 179 ++++++++
 providers/modal/docs/usage.rst                     |  13 +-
 providers/modal/provider.yaml                      |  12 +-
 providers/modal/pyproject.toml                     |   2 +-
 .../providers/modal/decorators}/__init__.py        |   0
 .../airflow/providers/modal/decorators/modal.py    | 308 +++++++++++++
 .../src/airflow/providers/modal/exceptions.py      |   9 +
 .../airflow/providers/modal/get_provider_info.py   |   8 +-
 .../src/airflow/providers/modal/hooks/modal.py     |  80 +++-
 .../airflow/providers/modal/triggers}/__init__.py  |   0
 .../src/airflow/providers/modal/triggers/modal.py  | 100 +++++
 .../src/airflow/providers/modal/utils}/__init__.py |   0
 .../providers/modal/utils/python_sandbox.py        | 156 +++++++
 .../modal/tests/system}/__init__.py                |   0
 .../modal/tests/system/modal}/__init__.py          |   0
 .../modal/tests/system/modal/example_modal_task.py |  80 ++++
 .../modal/tests/unit/modal/decorators}/__init__.py |   0
 .../tests/unit/modal/decorators/test_modal.py      | 428 ++++++++++++++++++
 .../modal/tests/unit/modal/hooks/test_modal.py     | 152 +++++++
 providers/modal/tests/unit/modal/local_sandbox.py  | 132 ++++++
 .../modal/tests/unit/modal/test_exceptions.py      |   4 +-
 .../modal/tests/unit/modal/triggers}/__init__.py   |   0
 .../modal/tests/unit/modal/triggers/test_modal.py  | 171 ++++++++
 .../modal/tests/unit/modal/utils}/__init__.py      |   0
 .../tests/unit/modal/utils/test_python_sandbox.py  | 163 +++++++
 providers/mysql/README.rst                         |   6 +-
 providers/mysql/docs/changelog.rst                 |  12 +
 providers/mysql/docs/index.rst                     |   6 +-
 providers/mysql/provider.yaml                      |   3 +-
 providers/mysql/pyproject.toml                     |   6 +-
 .../mysql/src/airflow/providers/mysql/__init__.py  |   2 +-
 providers/openai/docs/.latest-doc-only-change.txt  |   2 +-
 .../airflow/providers/openai/operators/openai.py   |   4 +-
 .../tests/unit/openai/operators/test_openai.py     |  29 +-
 providers/postgres/README.rst                      |   6 +-
 providers/postgres/docs/changelog.rst              |  17 +
 providers/postgres/docs/index.rst                  |   6 +-
 providers/postgres/provider.yaml                   |   3 +-
 providers/postgres/pyproject.toml                  |   6 +-
 .../src/airflow/providers/postgres/__init__.py     |   2 +-
 providers/presto/README.rst                        |   6 +-
 providers/presto/docs/changelog.rst                |  12 +
 providers/presto/docs/index.rst                    |   6 +-
 providers/presto/provider.yaml                     |   3 +-
 providers/presto/pyproject.toml                    |   6 +-
 .../src/airflow/providers/presto/__init__.py       |   2 +-
 providers/sendgrid/README.rst                      |   6 +-
 providers/sendgrid/docs/changelog.rst              |  12 +
 providers/sendgrid/docs/index.rst                  |   6 +-
 providers/sendgrid/provider.yaml                   |   3 +-
 providers/sendgrid/pyproject.toml                  |   6 +-
 .../src/airflow/providers/sendgrid/__init__.py     |   2 +-
 providers/smtp/README.rst                          |   6 +-
 providers/smtp/docs/changelog.rst                  |  12 +
 providers/smtp/docs/index.rst                      |   6 +-
 providers/smtp/provider.yaml                       |   3 +-
 providers/smtp/pyproject.toml                      |   6 +-
 .../smtp/src/airflow/providers/smtp/__init__.py    |   2 +-
 providers/snowflake/README.rst                     |  14 +-
 providers/snowflake/docs/changelog.rst             |  23 +
 .../docs/connections/pydantic_ai_snowflake.rst     |   7 +-
 providers/snowflake/docs/connections/snowflake.rst |  27 ++
 providers/snowflake/docs/index.rst                 |  14 +-
 .../snowflake/docs/operators/cortex_agent.rst      |   7 +-
 providers/snowflake/provider.yaml                  |   3 +-
 providers/snowflake/pyproject.toml                 |   8 +-
 .../src/airflow/providers/snowflake/__init__.py    |   2 +-
 .../providers/snowflake/hooks/cortex_agent.py      |  11 +-
 .../airflow/providers/snowflake/hooks/sql_api.py   |   5 +-
 .../providers/snowflake/utils/_rest_auth.py        | 213 ++++++++-
 .../unit/snowflake/hooks/test_cortex_agent.py      |  23 +-
 .../tests/unit/snowflake/hooks/test_sql_api.py     |  24 +-
 .../tests/unit/snowflake/utils/test__rest_auth.py  | 422 +++++++++++++++++-
 providers/ssh/README.rst                           |   6 +-
 providers/ssh/docs/changelog.rst                   |  12 +
 providers/ssh/docs/index.rst                       |   6 +-
 providers/ssh/provider.yaml                        |   3 +-
 providers/ssh/pyproject.toml                       |   6 +-
 .../ssh/src/airflow/providers/ssh/__init__.py      |   2 +-
 providers/standard/README.rst                      |   6 +-
 providers/standard/docs/changelog.rst              |  27 ++
 providers/standard/docs/index.rst                  |   6 +-
 providers/standard/provider.yaml                   |   3 +-
 providers/standard/pyproject.toml                  |   6 +-
 .../src/airflow/providers/standard/__init__.py     |   2 +-
 providers/teradata/README.rst                      |   6 +-
 providers/teradata/docs/changelog.rst              |  13 +
 providers/teradata/docs/index.rst                  |   6 +-
 providers/teradata/provider.yaml                   |   3 +-
 providers/teradata/pyproject.toml                  |   6 +-
 .../src/airflow/providers/teradata/__init__.py     |   2 +-
 providers/trino/README.rst                         |   6 +-
 providers/trino/docs/changelog.rst                 |  12 +
 providers/trino/docs/index.rst                     |   6 +-
 providers/trino/provider.yaml                      |   3 +-
 providers/trino/pyproject.toml                     |   6 +-
 .../trino/src/airflow/providers/trino/__init__.py  |   2 +-
 providers/yandex/README.rst                        |   6 +-
 providers/yandex/docs/changelog.rst                |  12 +
 providers/yandex/docs/index.rst                    |   6 +-
 providers/yandex/provider.yaml                     |   3 +-
 providers/yandex/pyproject.toml                    |   6 +-
 .../src/airflow/providers/yandex/__init__.py       |   2 +-
 pyproject.toml                                     |  35 +-
 scripts/docker/entrypoint_ci.sh                    |  20 +-
 scripts/in_container/run_agent_framework_tests.sh  |  65 +--
 .../src/airflow_shared/module_loading/__init__.py  |  23 +-
 .../tests/module_loading/test_entry_points.py      |  83 +++-
 task-sdk/src/airflow/sdk/api/client.py             |   3 +
 task-sdk/src/airflow/sdk/execution_time/comms.py   |  13 +
 .../airflow/sdk/execution_time/request_handlers.py |  10 +
 .../airflow/sdk/execution_time/schema/schema.json  |  72 +++
 .../execution_time/schema/versions/v2027_02_28.py  |   9 +-
 .../src/airflow/sdk/execution_time/supervisor.py   |   4 +
 .../airflow/sdk/importers/yaml_importer/builder.py | 158 ++-----
 .../airflow/sdk/importers/yaml_importer/models.py  | 159 ++++++-
 task-sdk/tests/task_sdk/api/test_client.py         |  21 +
 .../task_sdk/execution_time/test_supervisor.py     |  40 +-
 .../importers/yaml_importer/test_parser.py         |  13 +
 ts-sdk/schema/supervisor-schema.json               |  72 +++
 ts-sdk/src/generated/supervisor.ts                 | 177 ++++----
 uv.lock                                            | 368 +++++++---------
 401 files changed, 7881 insertions(+), 1586 deletions(-)
 create mode 100644 airflow-core/newsfragments/74789.significant.rst
 delete mode 100644 
airflow-core/src/airflow/api_fastapi/execution_api/versions/v2026_10_30_xcom_params.py
 copy 
airflow-core/src/airflow/migrations/versions/{0141_3_4_0_add_timetable_asset_gated_to_dagmodel.py
 => 0154_3_5_0_add_idempotency_key_to_hitl_detail.py} (61%)
 rename 
airflow-core/src/airflow/migrations/versions/{0154_3_5_0_add_dag_processor_publication_state.py
 => 0155_3_5_0_add_dag_processor_publication_state.py} (98%)
 create mode 100644 
airflow-core/src/airflow/ui/src/utils/registerPluginDependencies.test.ts
 copy airflow-core/src/airflow/ui/{rules/jsonc.js => 
src/utils/registerPluginDependencies.ts} (51%)
 create mode 100644 providers/modal/docs/task_decorator.rst
 copy {airflow-core/src/airflow/_shared => 
providers/modal/src/airflow/providers/modal/decorators}/__init__.py (100%)
 create mode 100644 
providers/modal/src/airflow/providers/modal/decorators/modal.py
 copy {airflow-core/src/airflow/_shared => 
providers/modal/src/airflow/providers/modal/triggers}/__init__.py (100%)
 create mode 100644 
providers/modal/src/airflow/providers/modal/triggers/modal.py
 copy {airflow-core/src/airflow/_shared => 
providers/modal/src/airflow/providers/modal/utils}/__init__.py (100%)
 create mode 100644 
providers/modal/src/airflow/providers/modal/utils/python_sandbox.py
 copy {airflow-core/tests/integration => 
providers/modal/tests/system}/__init__.py (100%)
 copy {airflow-core/src/airflow/_shared => 
providers/modal/tests/system/modal}/__init__.py (100%)
 create mode 100644 providers/modal/tests/system/modal/example_modal_task.py
 copy {airflow-core/src/airflow/_shared => 
providers/modal/tests/unit/modal/decorators}/__init__.py (100%)
 create mode 100644 providers/modal/tests/unit/modal/decorators/test_modal.py
 create mode 100644 providers/modal/tests/unit/modal/local_sandbox.py
 copy {airflow-core/src/airflow/_shared => 
providers/modal/tests/unit/modal/triggers}/__init__.py (100%)
 create mode 100644 providers/modal/tests/unit/modal/triggers/test_modal.py
 copy {airflow-core/src/airflow/_shared => 
providers/modal/tests/unit/modal/utils}/__init__.py (100%)
 create mode 100644 
providers/modal/tests/unit/modal/utils/test_python_sandbox.py

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