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Improve docs on ExecutionMode.KUBERNETES#2139

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tatiana merged 6 commits into
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Nov 18, 2025
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Improve docs on ExecutionMode.KUBERNETES#2139
tatiana merged 6 commits into
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docs-k8s

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@tatiana tatiana commented Nov 18, 2025

Add missing dependency.
Improve English.

Add missing dependency.
Improve English.
Copilot AI review requested due to automatic review settings November 18, 2025 13:58
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Pull Request Overview

This PR improves the documentation for Kubernetes execution mode by adding a missing dependency and enhancing the clarity of the English language throughout the guide.

  • Adds apache-airflow-providers-cncf-kubernetes as a required dependency
  • Improves grammar, punctuation, and phrasing throughout the Kubernetes tutorial
  • Corrects technical terminology and standardizes formatting

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Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
Comment thread docs/getting_started/kubernetes.rst Outdated
tatiana and others added 2 commits November 18, 2025 14:17
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
tatiana and others added 2 commits November 18, 2025 14:17
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Pankaj Koti <pankajkoti699@gmail.com>
Comment thread docs/getting_started/kubernetes.rst Outdated
@tatiana tatiana merged commit 53c0d34 into main Nov 18, 2025
9 checks passed
@tatiana tatiana deleted the docs-k8s branch November 18, 2025 14:19
@pankajkoti pankajkoti mentioned this pull request Nov 21, 2025
@pankajkoti pankajkoti added this to the Cosmos 1.11.2 milestone Nov 24, 2025
pankajkoti pushed a commit that referenced this pull request Nov 24, 2025
Add missing dependency.
Improve English.

(cherry picked from commit 53c0d34)
@pankajkoti pankajkoti mentioned this pull request Nov 24, 2025
pankajkoti added a commit that referenced this pull request Nov 24, 2025
Bug fixes

* Force ``DbtProducerWatcherOperator`` retries to zero by @pankajkoti in
#2114
* Fail ``DbtConsumerWatcherSensor`` tasks immediately when the
``DbtProducerWatcherOperator`` fails using Airflow context by
@pankajkoti in #2126
* Fix forwarding ``DbtProducerWatcherOperator`` ``dbt build`` flags by
by @michal-mrazek in #2127

Documentation

* Expand ``ExecutionMode.KUBERNETES`` guidance by @tatiana in #2139
* Document dataset-event limitation when using
``ExecutionMode.AIRFLOW_ASYNC`` by @varaprasadregani in #2143

related:
astronomer/oss-integrations-private#274
@pankajkoti pankajkoti mentioned this pull request Nov 24, 2025
tatiana pushed a commit that referenced this pull request Nov 25, 2025
Bug fixes

* Force ``DbtProducerWatcherOperator`` retries to zero by @pankajkoti in
#2114
* Fail ``DbtConsumerWatcherSensor`` tasks immediately when the
``DbtProducerWatcherOperator`` fails using Airflow context by
@pankajkoti in #2126
* Fix forwarding ``DbtProducerWatcherOperator`` ``dbt build`` flags by
@michal-mrazek in #2127

Documentation

* Expand ``ExecutionMode.KUBERNETES`` guidance by @tatiana in #2139
* Document dataset-event limitation when using
``ExecutionMode.AIRFLOW_ASYNC`` by @varaprasadregani in #2143

related:
astronomer/oss-integrations-private#274

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
pankajkoti added a commit that referenced this pull request Dec 18, 2025
Breaking changes

* Introduced in the PR #2080. The following functions are expected to be
used internally only to Cosmos, so we hope these won't impact end-users,
but we are documenting the changes just in case:
- ``generate_task_or_group`` receives ``render_config`` instead of its
individual configurations, such as ``test_behavior``,
``source_rendering_behavior`` and ``enable_owner_inheritance``
- ``create_task_metadata`` receives ``render_config`` instead of its
individual configurations, such as ``test_behavior``,
``source_rendering_behavior`` and ``enable_owner_inheritance``
- ``create_task_metadata`` now expects the ``node_converters`` argument
* Drop Python 3.9 support by @pankajastro in #2118
* Drop Airflow 2.4 support by @pankajastro in #2161
* Drop Airflow 2.5 support by @pankajastro in #2165

Features

* Support applying ``node_converter`` at a task level instead of task
group level by @anyapriya in #1759
* Allow overriding ``DbtProducerWatcherOperator`` parameters via
``ExecutionConfig.setup_operator_args`` by @pankajastro in #2133
* Use deferrable sensors by default in ``ExecutionMode.WATCHER`` by
@pankajastro in #2084
* Support real-time consumer updates when using
``ExecutionMode.WATCHER`` and ``InvocationMode.SUBPROCESS`` by
@pankajastro in #2152
* Update telemetry to v3 format with query parameters by @pankajkoti in
#2192
* Add initial set of telemetry task listener metrics for Cosmos
operators by @pankajkoti in #2195

Enhancements

* Unify Airflow version handling into ``constants.py`` by @tatiana in
#2089
* Refactor ``airflow/graph.py`` to simplify the code base by @tatiana in
#2080
* Force watcher producer retries to zero by @pankajkoti in #2114
* Fail ``ExecutionMode.WATCHER`` consumer sensors immediately when the
producer fails using Airflow context by @pankajkoti in #2126
* ``ExecutonMode.WATCHER``: fetch producer status asynchronously from
the Airflow runtime so deferrable sensors fail immediately when the
producer task fails by @pankajkoti in #2144
* Refactor ``ExecutionMode.WATCHER`` ``InvocationMode.SUBPROCESS`` log
parser by @tatiana in #2183
* Replace map_index with is_mapped_task boolean in task telemetry
metrics by @pankajkoti in #2210
* Collect cosmos profile metrics in task telemetry metrics by
@pankajastro in #2198
* Remove unnecessary information from telemetry by @tatiana in #2211

Bug fixes

* Clarify ``ExecutionMode.WATCHER`` deferrable failure messaging by
@pankajkoti in #2124
* Remove empty test tasks when all tests are detached by @anyapriya in
#2010
* Fix forwarding ``DbtProducerWatcherOperator`` ``dbt build`` flags by
@michal-mrazek in #2127
* Add databricks oauth mock profile by @fjmacagno in #2164
* Register listeners in Airflow 3 plugin implementation by @pankajastro
in #2187
* Fix resolution of ``packages-install-path`` when it uses ``env_var``
by @tatiana in #2194
* Fix ``template_fields`` in ``DbtConsumerWatcherSensor`` to include
``DbtRunLocalOperator`` template_fields`` by @tiovader and @emanuel-luis
in #2209
* Emit asset events in ExecutionMode.AIRFLOW_ASYNC mode by @pankajastro
in #2184
* Remove dag_run_id from telemetry tests by @tatiana in #2213

Docs

* Document dataset-event limitation when using
``ExecutionMode.AIRFLOW_ASYNC`` by @varaprasadregani in #2143
* Expand ``ExecutionMode.KUBERNETES`` guidance by @tatiana  in #2139
* Add docs for deferrable ``DbtConsumerWatcherSensor`` by @pankajastro
in #2115
* Fix reStructuredText formatting by @dnskr in #2132
* Add docs for ``setup_operator_args`` param by @pankajastro in #2136
* Remove experimental flag for ``ExecutionMode.AIRFLOW_ASYNC`` by
@pankajastro in #2153
* Clarify ``ExecutionMode.AIRFLOW_ASYNC`` dataset limits by @pankajkoti
in #2167
* Update PRIVACY_NOTICE.rst by @tatiana in #2212

Others

* Drop Python 3.9 support by @pankajastro in #2118
* Drop Airflow 2.4 support by @pankajastro in #2161
* Drop Airflow 2.5 support by @pankajastro in #2165
* Improve example DAG ``jaffle_shop_kubernetes.py`` by @tatiana in #2140
* Enable tests for Python 3.13 by @pankajastro in #2154
* Add Python 3.12 to CI integration tests matrix by @pankajastro in
#2168
* Retry flaky Telemetry success test to stabilise CI by @pankajkoti in
#2138
* Drop unused producer state xcom handling in ``ExecutionMode.WATCHER``
by @pankajkoti in #2145
* Remove unused Python3.9 uses from Github action CI by @pankajastro in
#2117
* Run pre-commit on ``ExecutionMode.WATCHER`` modules by @pankajkoti in
#2150
* Refactor: Use shared airflow version constant by @pankajkoti in #2157
* Pin ``pydantic<2.0`` for Airflow 2.6 compatibility by @pankajastro in
#2172
* Remove duplicate ``dbt-duckdb`` dependency by @pankajastro in #2170
* Add targeted ``type: ignore`` for untyped decorators to fix ``mypy``
errors by @pankajastro in #2174
* Replace Legacy typing Aliases with Built-in Types for Python 3.10+ by
@pankajastro in #2175
* Refactor to reuse ``load_method_from_module`` from
``_utils/importer.py`` by @pankajastro in #2176
* Remove try except block for cache import and unused python_version
variable by @pankajastro in #2186
* Unpin Airflow to satisfy GitHub Security tab requirements by
@pankajastro in #2171
* Update Python version for ``pyupgrade`` in ``pre-commit`` config by
@pankajastro in #2190
* Add cooldown config in ``dependabot`` config by @pankajastro in #2189
* Adjust pre-commit so Python 3.10 or higher can be used by @tatiana in
#2196
* Remove empty variables emission from telemetry metrics by @pankajkoti
in #2197
* Reformat documented comments for historical URL formats by @pankajkoti
in #2199
* Bump ``actions/checkout`` from ``5.0.0`` to ``5.0.1`` by @dependabot
in #2135
* Bump ``actions/checkout`` to ``6.0.0`` in GitHub workflows by
@dependabot in #2147
* Bump ``zizmorcore/zizmor-action`` from ``0.2.0`` to ``0.3.0`` by
@dependabot in #2156
* Bump ``actions/checkout`` from ``5.0.1`` to ``6.0.0`` by @dependabot
in #2155
* Bump ``actions/checkout`` from ``6.0.0`` to ``6.0.1`` by @dependabot
in #2178
* Bump ``codecov/codecov-action`` from ``5.5.1`` to ``5.5.2`` by
@dependabot in #2208
* pre-commit autoupdate by @pre-commit-ci[bot] in #2134, #2162, #2173,
#2191, #2202

closes:
astronomer/oss-integrations-private#275
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