jedcunningham commented on code in PR #39510:
URL: https://github.com/apache/airflow/pull/39510#discussion_r1595576751


##########
docs/apache-airflow/installation/installing-from-pypi.rst:
##########
@@ -331,6 +331,17 @@ dependencies compatible with just airflow core at the 
moment Airflow was release
     pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint 
"${CONSTRAINT_URL}"
 
 
+.. note::
+
+    Airflow uses `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.

Review Comment:
   ```suggestion
       security fixes. Additionally, this information supports key decisions 
related to the development roadmap.
   ```



##########
docs/apache-airflow/faq.rst:
##########
@@ -522,3 +522,15 @@ This means ``explicit_defaults_for_timestamp`` is disabled 
in your mysql server
 
 #. Set ``explicit_defaults_for_timestamp = 1`` under the ``mysqld`` section in 
your ``my.cnf`` file.
 #. Restart the Mysql server.
+
+Does Airflow collect any telemetry data?
+----------------------------------------
+
+Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+This data assists Airflow maintainers in better understanding how Airflow is 
used.
+Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+security fixes. Additionally, this information supports key decisions related 
to the development Roadmap.
+
+Users can easily opt out of analytics in various ways documented
+`here <https://docs.scarf.sh/gateway/#do-not-track>`__ and by setting the 
:ref:`config:scarf_analytics__enabled` option
+to ``False``. Airflow also respects ``SCARF_ANALYTICS=false`` environment 
variable.

Review Comment:
   ```suggestion
   to ``False``. Airflow also respects the ``SCARF_ANALYTICS=false`` 
environment variable.
   ```



##########
airflow/config_templates/config.yml:
##########
@@ -2591,3 +2591,22 @@ sensors:
       type: float
       example: ~
       default: "604800"
+scarf_analytics:
+  description: |
+    Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.
+
+    Users can easily opt out of analytics in various ways documented
+    `here <https://docs.scarf.sh/gateway/#do-not-track>`__ and by setting the 
``enabled`` option

Review Comment:
   Is this link right? We aren't planning to use the Scarf gateway?



##########
docs/apache-airflow/installation/installing-from-pypi.rst:
##########
@@ -331,6 +331,17 @@ dependencies compatible with just airflow core at the 
moment Airflow was release
     pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint 
"${CONSTRAINT_URL}"
 
 
+.. note::
+
+    Airflow uses `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.
+
+    Users can easily opt out of analytics in various ways documented
+    `here <https://docs.scarf.sh/gateway/#do-not-track>`__ and by setting the 
:ref:`config:scarf_analytics__enabled` option
+    to ``False``. Airflow also respects ``SCARF_ANALYTICS=false`` environment 
variable.

Review Comment:
   ```suggestion
       to ``False``. Airflow also respects the ``SCARF_ANALYTICS=false`` 
environment variable.
   ```



##########
airflow/config_templates/config.yml:
##########
@@ -2591,3 +2591,22 @@ sensors:
       type: float
       example: ~
       default: "604800"
+scarf_analytics:
+  description: |
+    Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.
+
+    Users can easily opt out of analytics in various ways documented

Review Comment:
   ```suggestion
       Users can easily opt-out of analytics in various ways documented
   ```



##########
docs/apache-airflow/installation/installing-from-pypi.rst:
##########
@@ -331,6 +331,17 @@ dependencies compatible with just airflow core at the 
moment Airflow was release
     pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint 
"${CONSTRAINT_URL}"
 
 
+.. note::
+
+    Airflow uses `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.
+
+    Users can easily opt out of analytics in various ways documented

Review Comment:
   ```suggestion
       Users can easily opt-out of analytics in various ways documented
   ```



##########
airflow/config_templates/config.yml:
##########
@@ -2591,3 +2591,22 @@ sensors:
       type: float
       example: ~
       default: "604800"
+scarf_analytics:
+  description: |
+    Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.
+
+    Users can easily opt out of analytics in various ways documented
+    `here <https://docs.scarf.sh/gateway/#do-not-track>`__ and by setting the 
``enabled`` option
+    to ``False``. Airflow also respects ``SCARF_ANALYTICS=false`` environment 
variable.

Review Comment:
   ```suggestion
       to ``False``. Airflow also respects the ``SCARF_ANALYTICS=false`` 
environment variable.
   ```



##########
docs/apache-airflow/faq.rst:
##########
@@ -522,3 +522,15 @@ This means ``explicit_defaults_for_timestamp`` is disabled 
in your mysql server
 
 #. Set ``explicit_defaults_for_timestamp = 1`` under the ``mysqld`` section in 
your ``my.cnf`` file.
 #. Restart the Mysql server.
+
+Does Airflow collect any telemetry data?
+----------------------------------------
+
+Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+This data assists Airflow maintainers in better understanding how Airflow is 
used.
+Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+security fixes. Additionally, this information supports key decisions related 
to the development Roadmap.
+
+Users can easily opt out of analytics in various ways documented

Review Comment:
   ```suggestion
   Users can easily opt-out of analytics in various ways documented
   ```



##########
airflow/config_templates/config.yml:
##########
@@ -2591,3 +2591,22 @@ sensors:
       type: float
       example: ~
       default: "604800"
+scarf_analytics:
+  description: |
+    Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+    This data assists Airflow maintainers in better understanding how Airflow 
is used.
+    Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+    security fixes. Additionally, this information supports key decisions 
related to the development Roadmap.

Review Comment:
   ```suggestion
       security fixes. Additionally, this information supports key decisions 
related to the development roadmap.
   ```
   
   nit



##########
docs/apache-airflow/faq.rst:
##########
@@ -522,3 +522,15 @@ This means ``explicit_defaults_for_timestamp`` is disabled 
in your mysql server
 
 #. Set ``explicit_defaults_for_timestamp = 1`` under the ``mysqld`` section in 
your ``my.cnf`` file.
 #. Restart the Mysql server.
+
+Does Airflow collect any telemetry data?
+----------------------------------------
+
+Airflow integrates `Scarf <https://about.scarf.sh/>`__ to collect basic 
telemetry data during operation.
+This data assists Airflow maintainers in better understanding how Airflow is 
used.
+Insights gained from this telemetry are critical for prioritizing patches, 
minor releases, and
+security fixes. Additionally, this information supports key decisions related 
to the development Roadmap.

Review Comment:
   ```suggestion
   security fixes. Additionally, this information supports key decisions 
related to the development roadmap.
   ```



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