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dependabot[bot] pushed a change to branch 
dependabot/pip/airflow-core/pip-dependency-updates-72f83f7f84
in repository https://gitbox.apache.org/repos/asf/airflow.git


    omit b165c7e8fa3 Bump the pip-dependency-updates group across 3 directories 
with 3 updates
     add b8cb62a651f Warm-shutdown supervisor on SIGTERM instead of killing the 
running task (#69034)
     add 7ede795680b Update schema versions (#68509)
     add 5eaf78bd629 Add team_name tags to Kubernetes executor metrics (#69046)
     add 2257e956912 Fix KubernetesExecutor leaking a Manager process when 
reading running task logs (#68800)
     add d2d9f4c2d83 Improve API server HTTPRoute configuration (#68552)
     add e8a6db188cd Sync magpie-setup bootstrap skill to current apache-magpie 
framework (#69209)
     add ecd6fd4ad24 Add airflowctl dags state command (#68564)
     add adb541ca663 Add new Committers to CODEOWNERS (#69215)
     add b006a978d20 Add task.execute detail span around task execute callable 
(#67877)
     add 5d4453dcaff MSgraph: fix UnicodeDecodeError in DefaultResponseHandler 
when response content is binary (#68495)
     add 9b8c03f6739 Trim redundant comments from KubernetesExecutor 
lazy-Manager tests (#69216)
     add 98f89a04976 Mark dags details for airflowctl (#68529)
     add ec5f19d4999 Add a test verifying that SnowparkOperator closes the 
Snowpark (#68775)
     add b3678b3354e SnowflakeSqlApiOperator: add XCom query ID test coverage 
(#68731)
     add ff10b2e3e19 Honor catchup for historical asset events in 
asset-triggered Dags (#68749)
     add 37f6259b708 Fix mapped task group XCom collapsing to a bare value for 
a single expansion (#69075)
     add 9ecca013c9a Triggerer: strengthen triggerer metric test coverage 
(#68545)
     add bfba4eb26fd Fix lang-SDK KubernetesExecutor system test reverting 
api-server auth manager (#69221)
     add b448e6ec582 Clarify when last_automated_data_interval is None in 
timetable docs (#68461)
     add e01986326c1 Skip pnpm install in UI pre-commit hook when deps are 
unchanged (#64124)
     add e577860a743 Remove stale metrics no longer emitted from the metrics 
registry (#68945)
     add e29d36f527b Add `env_provider` and `Extra.env` support to MCP stdio 
transport (#69225)
     add 54f4300bcd0 Guard JSONB migration against invalid bytes conversion 
(#69064)
     add d161a4934da Refactor UI translation files to use nested keys for 
DRYness (#68285)
     add fa9e5c7aaca Fix Java SDK numeric XCom casting and remove unused XCom 
key field (#68983)
     add d5ccb62e386 Point provider agents at the cross-provider 
dependency-bump rule (#69218)
     add 17aa5415c7c Mark providers commands for airflowctl (#68525)
     add f30c2ef60c1 Fix msgraph/Power BI auth failure from empty allowed_hosts 
list (#69014)
     add 81dbef9f4bd Align hook run() annotations with None-able handler 
results (#69230)
     add 2033e1a57c7 Make Dag pause toggle update immediately on click (#69134)
     add 3bfa5ff9a37 Fix retry policy overrides not persisted to task instance 
history (#69235)
     add 55cdf67cdb2 Fix OTel integration test after task.execute span addition 
(#69236)
     add 98e561bb85d Rename apache-steward references to apache-magpie and 
default PR review to it (#69252)
     add 6571dce244e [AIP-94] Mark config CLI commands as migrated to 
airflowctl (#68958)
     add 44b7049542c Fix collapse button overlapping details panel content 
(#69240)
     add 3570a75d2df Added dagrun delete command to airflowctl (#68046)
     add 57cff7c409c Fix deadline callback data persistence (#69073)
     add b3cfad92f3d Fix Gantt tooltip showing wrong end date on 
queued/scheduled bars (#68570)
     add 87bf0236d92 Fix blank Assets dependency graph from missing Dag nodes 
(#69171)
     add 9dd6dfbf807 Smoke test kustomize overlays and add tested Kerberos 
(#67012)
     add 52c3fc74494 Bump the pip-dependency-updates group across 3 directories 
with 3 updates

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Summary of changes:
 .agents/skills/magpie-setup/SKILL.md               |  20 +-
 .agents/skills/magpie-setup/adopt.md               | 189 ++++--
 .agents/skills/magpie-setup/overrides.md           |   4 +-
 .agents/skills/magpie-setup/unadopt.md             |  85 ++-
 .agents/skills/magpie-setup/upgrade.md             |  91 ++-
 .agents/skills/magpie-setup/verify.md              |  50 +-
 .agents/skills/magpie-setup/worktree-init.md       |  52 +-
 .apache-magpie-overrides/README.md                 |  10 +-
 .apache-magpie.lock                                |   2 +-
 .github/CODEOWNERS                                 |  12 +-
 .github/workflows/ci-amd.yml                       |  34 +
 .github/workflows/ci-arm.yml                       |  34 +
 .github/workflows/kustomize-overlays-tests.yml     | 142 ++++
 .gitignore                                         |   4 +-
 AGENTS.md                                          |  17 +-
 README.md                                          |   8 +-
 airflow-core/docs/howto/timetable.rst              |   9 +
 airflow-core/newsfragments/68749.bugfix.rst        |   1 +
 airflow-core/newsfragments/69075.bugfix.rst        |   1 +
 .../core_api/services/ui/dependencies.py           |  13 +
 .../execution_api/routes/task_instances.py         |   7 +
 .../src/airflow/cli/commands/config_command.py     |   3 +
 .../src/airflow/cli/commands/dag_command.py        |   1 +
 .../src/airflow/cli/commands/provider_command.py   |   3 +
 .../src/airflow/jobs/scheduler_job_runner.py       |  14 +-
 ...49_3_0_0_remove_pickled_data_from_xcom_table.py | 190 ++++--
 ..._3_0_0_remove_pickled_data_from_dagrun_table.py |  37 +-
 airflow-core/src/airflow/models/deadline.py        |  29 +-
 airflow-core/src/airflow/timetables/base.py        |   3 +
 .../airflow/ui/public/i18n/locales/en/admin.json   |  32 +-
 .../airflow/ui/public/i18n/locales/en/common.json  |  12 +-
 .../airflow/ui/public/i18n/locales/en/dags.json    |  12 +-
 .../ui/src/layouts/Details/DetailsLayout.tsx       |  36 +-
 .../ui/src/layouts/Details/Gantt/GanttTimeline.tsx |   2 +-
 .../ui/src/layouts/Details/Gantt/utils.test.ts     |  66 +-
 .../airflow/ui/src/layouts/Details/Gantt/utils.ts  |   7 +-
 .../airflow/ui/src/queries/useTogglePause.test.tsx | 183 ++++++
 .../src/airflow/ui/src/queries/useTogglePause.ts   | 104 ++-
 airflow-core/tests/integration/otel/test_otel.py   |   3 +-
 .../core_api/routes/ui/test_dependencies.py        |  30 +
 .../versions/head/test_task_instances.py           |  48 ++
 .../unit/cli/commands/test_command_deprecations.py |  14 +-
 airflow-core/tests/unit/jobs/test_scheduler_job.py | 123 +++-
 airflow-core/tests/unit/jobs/test_triggerer_job.py |  30 +-
 ...est_0049_remove_pickled_data_from_xcom_table.py | 150 +++++
 ...t_0055_remove_pickled_data_from_dagrun_table.py | 143 ++++
 airflow-core/tests/unit/models/test_deadline.py    |  65 +-
 .../airflowctl_tests/test_airflowctl_commands.py   |   6 +-
 airflow-ctl/docs/images/command_hashes.txt         |   4 +-
 airflow-ctl/docs/images/output_dagrun.svg          |  70 +-
 airflow-ctl/docs/images/output_dags.svg            | 130 ++--
 airflow-ctl/src/airflowctl/api/client.py           |   3 +-
 airflow-ctl/src/airflowctl/api/operations.py       |  29 +-
 airflow-ctl/src/airflowctl/ctl/cli_config.py       |  14 +
 .../src/airflowctl/ctl/commands/dag_command.py     |  57 +-
 airflow-ctl/src/airflowctl/ctl/help_texts.yaml     |   2 +
 airflow-ctl/tests/airflow_ctl/api/test_client.py   |  30 +-
 .../tests/airflow_ctl/api/test_operations.py       |  45 ++
 .../airflow_ctl/ctl/commands/test_dag_command.py   | 117 ++++
 .../java_sdk_tests/test_java_sdk_dag.py            |  26 +
 chart/docs/production-guide.rst                    |  14 +-
 chart/files/pod-template-file.kubernetes-helm-yaml |  10 +
 chart/kustomize-overlays/CONTRIBUTING.rst          | 242 ++++++-
 chart/kustomize-overlays/README.rst                |  23 +-
 chart/kustomize-overlays/kerberos/README.rst       | 160 +++++
 chart/kustomize-overlays/kerberos/STATUS.yaml      |  47 ++
 .../kerberos/kdc-deployment.yaml                   |  92 +++
 .../kustomize-overlays/kerberos/kdc-service.yaml   |  23 +-
 .../kerberos/keytab-bootstrap-job.yaml             |  87 +++
 .../kerberos/krb5-configmap.yaml                   |  54 ++
 .../{keda => kerberos}/kustomization.yaml          |  15 +-
 chart/kustomize-overlays/kerberos/rbac.yaml        |  52 ++
 chart/newsfragments/69034.significant.rst          |   7 +
 chart/pyproject.toml                               |   8 +
 .../templates/api-server/api-server-httproute.yaml |  29 +-
 chart/templates/api-server/api-server-ingress.yaml |   3 +
 chart/tests/chart_utils/helm_template_generator.py |   3 +
 .../airflow_aux/test_pod_template_file.py          |  11 +
 .../apiserver/test_httproute_apiserver.py          | 215 ++++--
 .../tests/overlay_tests}/__init__.py               |   0
 chart/tests/overlay_tests/_helpers.py              |  54 ++
 chart/tests/overlay_tests/conftest.py              | 153 +++++
 chart/tests/overlay_tests/test_kerberos.py         |  99 +++
 chart/values.schema.json                           | 198 +++---
 chart/values.yaml                                  |  94 +--
 chart/values_schema.schema.json                    |   2 +-
 contributing-docs/25_maintainer_pr_triage.md       |  30 +-
 dev/breeze/doc/05_test_commands.rst                |  47 ++
 dev/breeze/doc/images/output_k8s.svg               |  34 +-
 dev/breeze/doc/images/output_k8s.txt               |   2 +-
 .../doc/images/output_k8s_smoke-test-overlay.svg   | 172 +++++
 .../doc/images/output_k8s_smoke-test-overlay.txt   |   1 +
 .../output_setup_check-all-params-in-groups.svg    |  82 +--
 .../output_setup_check-all-params-in-groups.txt    |   2 +-
 .../output_setup_regenerate-command-images.svg     |  22 +-
 .../output_setup_regenerate-command-images.txt     |   2 +-
 dev/breeze/src/airflow_breeze/breeze.py            |   1 +
 .../airflow_breeze/commands/kubernetes_commands.py |  14 +
 .../commands/kubernetes_commands_config.py         |  25 +-
 .../commands/kubernetes_kustomize_commands.py      | 718 +++++++++++++++++++++
 .../src/airflow_breeze/utils/selective_checks.py   |  51 ++
 .../tests/test_kubernetes_kustomize_commands.py    |  78 +++
 docker-stack-docs/entrypoint.rst                   |   9 +
 docs/spelling_wordlist.txt                         |   2 +
 generated/provider_dependencies.json.sha256sum     |   1 +
 .../airflow/example/ExampleBundleBuilder.java      |   5 +-
 .../apache/airflow/example/XComCastingExample.java |  77 +++
 .../example/src/resources/dags/java_examples.py    |  36 ++
 .../org/apache/airflow/sdk/BuilderProcessor.kt     |  46 +-
 .../kotlin/org/apache/airflow/sdk/BuilderTest.kt   |  65 +-
 .../main/kotlin/org/apache/airflow/sdk/Builder.kt  |   2 -
 providers/AGENTS.md                                |   1 +
 .../kubernetes/executors/kubernetes_executor.py    |  36 +-
 .../executors/kubernetes_executor_utils.py         |  64 +-
 .../executors/test_kubernetes_executor.py          | 451 ++++++++++++-
 providers/common/ai/docs/connections/mcp.rst       |  67 +-
 providers/common/ai/docs/toolsets.rst              |  13 +-
 .../common/ai/example_dags/example_mcp.py          |  41 ++
 .../src/airflow/providers/common/ai/hooks/mcp.py   |  86 ++-
 .../airflow/providers/common/ai/toolsets/mcp.py    |  21 +-
 .../ai/tests/unit/common/ai/hooks/test_mcp.py      | 207 +++++-
 .../ai/tests/unit/common/ai/toolsets/test_mcp.py   |  22 +-
 .../src/airflow/providers/common/sql/hooks/sql.py  |   2 +-
 .../providers/databricks/hooks/databricks_sql.py   |  10 +-
 .../unit/databricks/hooks/test_databricks_sql.py   |  19 +-
 .../src/airflow/providers/exasol/hooks/exasol.py   |   4 +-
 .../providers/microsoft/azure/hooks/msgraph.py     |  11 +-
 .../unit/microsoft/azure/hooks/test_msgraph.py     |  26 +
 .../airflow/providers/snowflake/hooks/snowflake.py |   4 +-
 .../unit/snowflake/decorators/test_snowpark.py     |  32 +-
 .../unit/snowflake/operators/test_snowflake.py     |  30 +
 .../unit/snowflake/operators/test_snowpark.py      |  52 +-
 .../tests/unit/snowflake/utils/test_snowpark.py    |   2 +-
 scripts/ci/prek/build_kustomize_overlays.py        |  31 +
 scripts/ci/prek/ts_compile_lint_ui.py              |  30 +-
 .../observability/metrics/metrics_template.yaml    |  18 -
 task-sdk/src/airflow/sdk/definitions/xcom_arg.py   |  12 +-
 .../src/airflow/sdk/execution_time/coordinator.py  |  68 +-
 .../src/airflow/sdk/execution_time/supervisor.py   |  21 -
 .../src/airflow/sdk/execution_time/task_runner.py  |  59 +-
 .../serializers/{uuid.py => lazy_xcom_sequence.py} |  24 +-
 .../tests/task_sdk/dags/signal_forward_test.py     |  44 --
 .../task_sdk/definitions/test_mappedoperator.py    |  10 +
 .../tests/task_sdk/definitions/test_xcom_arg.py    |  68 +-
 .../task_sdk/execution_time/test_coordinator.py    | 137 ++++
 .../task_sdk/execution_time/test_supervisor.py     |  49 +-
 .../task_sdk/execution_time/test_task_runner.py    | 140 ++++
 147 files changed, 6745 insertions(+), 1044 deletions(-)
 create mode 100644 .github/workflows/kustomize-overlays-tests.yml
 create mode 100644 airflow-core/newsfragments/68749.bugfix.rst
 create mode 100644 airflow-core/newsfragments/69075.bugfix.rst
 create mode 100644 
airflow-core/src/airflow/ui/src/queries/useTogglePause.test.tsx
 create mode 100644 
airflow-core/tests/unit/migrations/test_0049_remove_pickled_data_from_xcom_table.py
 create mode 100644 
airflow-core/tests/unit/migrations/test_0055_remove_pickled_data_from_dagrun_table.py
 create mode 100644 chart/kustomize-overlays/kerberos/README.rst
 create mode 100644 chart/kustomize-overlays/kerberos/STATUS.yaml
 create mode 100644 chart/kustomize-overlays/kerberos/kdc-deployment.yaml
 copy scripts/ci/kubernetes/nodeport.yaml => 
chart/kustomize-overlays/kerberos/kdc-service.yaml (72%)
 create mode 100644 chart/kustomize-overlays/kerberos/keytab-bootstrap-job.yaml
 create mode 100644 chart/kustomize-overlays/kerberos/krb5-configmap.yaml
 copy chart/kustomize-overlays/{keda => kerberos}/kustomization.yaml (77%)
 create mode 100644 chart/kustomize-overlays/kerberos/rbac.yaml
 create mode 100644 chart/newsfragments/69034.significant.rst
 copy {airflow-core/src/airflow/_shared => 
chart/tests/overlay_tests}/__init__.py (100%)
 create mode 100644 chart/tests/overlay_tests/_helpers.py
 create mode 100644 chart/tests/overlay_tests/conftest.py
 create mode 100644 chart/tests/overlay_tests/test_kerberos.py
 create mode 100644 dev/breeze/doc/images/output_k8s_smoke-test-overlay.svg
 create mode 100644 dev/breeze/doc/images/output_k8s_smoke-test-overlay.txt
 create mode 100644 
dev/breeze/src/airflow_breeze/commands/kubernetes_kustomize_commands.py
 create mode 100644 dev/breeze/tests/test_kubernetes_kustomize_commands.py
 create mode 100644 generated/provider_dependencies.json.sha256sum
 create mode 100644 
java-sdk/example/src/java/org/apache/airflow/example/XComCastingExample.java
 copy task-sdk/src/airflow/sdk/serde/serializers/{uuid.py => 
lazy_xcom_sequence.py} (63%)
 delete mode 100644 task-sdk/tests/task_sdk/dags/signal_forward_test.py

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