id stringlengths 15 25 | source stringclasses 1
value | chunk_index int64 0 393k | token_count int32 449 512 | content stringlengths 203 7.95k |
|---|---|---|---|---|
combine_chunk_1000 | combine.txt | 1,000 | 512 | this parameter forwarding behavior.
.. note::
The Databricks API does not permit ``job_parameters`` to be used in combination with
``notebook_params``, ``python_params``, ``jar_params``, ``spark_submit_params``,
``python_named_params``, or ``dbt_commands``. Auto-forwarding is automatically skipped
when any of... |
combine_chunk_1001 | combine.txt | 1,001 | 512 | slots to be combined with ``job_parameters``.
.. code-block:: python
run_now = DatabricksRunNowOperator(
task_id="run_now",
job_id=123,
openlineage_inject_parent_job_info=True,
)
Durable execution
^^^^^^^^^^^^^^^^^
``DatabricksRunNowOperator`` triggers a run of an existing job and then polls ... |
combine_chunk_1002 | combine.txt | 1,002 | 512 | . See
:doc:`apache-airflow:core-concepts/resumable-tasks` for why, and for the
``[state_store] clear_on_success`` setting that restores "clearing always resubmits."
This is most reliable for deferred tasks (``deferrable=True``); clearing a task that's actively
polling synchronously can cancel the run via ``on_kill`` b... |
combine_chunk_1003 | combine.txt | 1,003 | 512 | and ``databricks_retry_delay``. When ``databricks_retry_args`` is
set, these dedicated parameters are ignored for the hook retry policy.
Serialization validation only verifies that values can cross the trigger boundary; it does
not verify that the supplied keys and values are valid or meaningful ``tenacity.Retrying``... |
combine_chunk_1004 | combine.txt | 1,004 | 512 | See the License for the
specific language governing permissions and limitations
under the License.
.. _howto/operator:DatabricksSQLStatementsOperator:
DatabricksSQLStatementsOperator
===============================
Use the :class:`~airflow.providers.databricks.operators.databricks.DatabricksSQLStatementsO... |
combine_chunk_1005 | combine.txt | 1,005 | 512 |
a Statement ID to the Sensor and await for the query to terminate execution.
Using the Sensor
------------------
The ``DatabricksSQLStatementsSensor`` does one of two things. The Sensor can submit SQL statements to Databricks using
the `/api/2.0/sql/statements/ <https://docs.databricks.com/api/workspace/statementex... |
combine_chunk_1006 | combine.txt | 1,006 | 512 | -2.0
.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
un... |
combine_chunk_1007 | combine.txt | 1,007 | 512 | ricks.UnityTableIdentity`
with ``host``, ``catalog``, ``schema``, and ``table``. All four are required and static.
Jinja in any field raises ``ValueError``. ``host`` follows the Databricks connection rule, so
``https://my-workspace.cloud.databricks.com/`` becomes ``my-workspace.cloud.databricks.com``.
The hostname, cat... |
combine_chunk_1008 | combine.txt | 1,008 | 512 |
--------------------
A mapped task does not run the operator constructor when the Dag is parsed, so it gets no
automatic outlet. Pass ``outlets=[users.to_asset()]`` in ``partial()``. All mapped instances share
one ``unity_table``, so each rendered ``table_name`` must still resolve to that table.
Sources and other op... |
combine_chunk_1009 | combine.txt | 1,009 | 512 | the JSON payload that you typically use
to call the ``api/2.2/jobs/runs/submit`` endpoint and pass it directly to our ``DatabricksSubmitRunOperator`` through the
``json`` parameter. With this approach you get full control over the underlying payload to Jobs REST API, including
execution of Databricks jobs with multip... |
combine_chunk_1010 | combine.txt | 1,010 | 512 | _task``
- ``spark_submit_task``
- ``pipeline_task``
- ``dbt_task``
- ``git_source``
- ``new_cluster``
- ``existing_cluster_id``
- ``libraries``
- ``environments``
- ``run_name``
- ``timeout_seconds``
- ``performance_target``
.. code-block:: python
new_cluster = {"spark_ve... |
combine_chunk_1011 | combine.txt | 1,011 | 512 | _task``) are skipped because there is no canonical mapping from a key/value
dict to a positional argument list — pass those parameters explicitly via the ``json``
or ``tasks`` argument.
Params whose value resolves to ``None`` are skipped, since Databricks has no value to
receive for them.
.. code-block:: python
no... |
combine_chunk_1012 | combine.txt | 1,012 | 512 | include:: /../../databricks/tests/system/databricks/example_databricks.py
:language: python
:start-after: [START howto_operator_databricks_named]
:end-before: [END howto_operator_databricks_named]
Durable execution
-----------------
``DatabricksSubmitRunOperator`` submits a run and then polls it to comple... |
combine_chunk_1013 | combine.txt | 1,013 | 512 | _store] clear_on_success`` setting that restores "clearing always resubmits."
This is most reliable for deferred tasks (``deferrable=True``); clearing a task that's actively
polling synchronously can cancel the run via ``on_kill`` before the next attempt gets a chance to
reconnect -- see :doc:`apache-airflow:core-conc... |
combine_chunk_1014 | combine.txt | 1,014 | 512 | _retry_limit`` and ``databricks_retry_delay``. When ``databricks_retry_args`` is
set, these dedicated parameters are ignored for the hook retry policy.
Serialization validation only verifies that values can cross the trigger boundary; it does
not verify that the supplied keys and values are valid or meaningful ``tenac... |
combine_chunk_1015 | combine.txt | 1,015 | 512 | or implied. See the License for the
specific language governing permissions and limitations
under the License.
.. _howto/operator:DatabricksNotebookOperator:
DatabricksNotebookOperator
==========================
Use the :class:`~airflow.providers.databricks.operators.databricks.DatabricksNotebookOperator`... |
combine_chunk_1016 | combine.txt | 1,016 | 512 | workflow launch task, so a
retry only re-polls the terminal sub-run. Use ``max_retries`` to retry Databricks work inside a
workflow task group.
Inside a
:class:`~airflow.providers.databricks.operators.databricks_workflow.DatabricksWorkflowTaskGroup`,
a task that exhausts a finite ``max_retries`` is reported as failed... |
combine_chunk_1017 | combine.txt | 1,017 | 512 | PED``
when stopping. Use ``polling_period_seconds`` to control the polling interval, ``timeout`` to limit
the wait, or ``wait_for_termination=False`` to return after requesting the transition. Set
``deferrable=True`` (or enable ``[operators] default_deferrable``) to wait on the triggerer instead
of holding a worker slo... |
combine_chunk_1018 | combine.txt | 1,018 | 512 | .. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under th... |
combine_chunk_1019 | combine.txt | 1,019 | 512 | , or ``wait_for_termination=False`` to return the initial
submission response immediately. ``polling_period_seconds`` controls polling.
The timeout limits the wait after submission; it does not cancel the remote run.
Synchronous polling uses the remaining wait to set request timeouts and limit retries,
with each GET ti... |
combine_chunk_1020 | combine.txt | 1,020 | 512 | resume`` input.
The returned response preserves the agent's output without assuming its schema.
The operator targets ``DurableAgentServer``'s ``/api/invocations`` API. Legacy
MLflow agent servers using ``/responses`` and Model Serving endpoints are not
supported by this operator.
For direct calls, use
:class:`~airflo... |
combine_chunk_1021 | combine.txt | 1,021 | 512 | .agent``:
.. exampleinclude:: /../../databricks/tests/system/databricks/example_databricks_agent.py
:language: python
:start-after: [START howto_databricks_managed_agent]
:end-before: [END howto_databricks_managed_agent]
This interface uses the synchronous invocation API. It converts a prompt to a
user me... |
combine_chunk_1022 | combine.txt | 1,022 | 512 | `` by the CLI template. Stored failures, interruptions,
missing or unexpected statuses raise ``ManagedAgentInvocationError``; use the
operator to handle an interrupted invocation's response directly.
Terminal HTTP errors raise the same exception, while transient HTTP and connection
errors propagate after the hook's con... |
combine_chunk_1023 | combine.txt | 1,023 | 512 | ER_COMMITS_TEMPLATE.rst.jinja2` IN the `dev/breeze/src/airflow_breeze/templates` DIRECTORY
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN!
Package apache-airflow-providers-databricks
------------------------------------------------------
`Databricks <https://databricks.com/>`__
Th... |
combine_chunk_1024 | combine.txt | 1,024 | 512 | License for the
specific language governing permissions and limitations
under the License.
.. _howto/connection:databricks:
Databricks Connection
==========================
The Databricks connection type enables the Databricks & Databricks SQL Integration.
Authenticating to Databricks
-------------------... |
combine_chunk_1025 | combine.txt | 1,025 | 512 | TokenRequest API and exchange them for Databricks OAuth tokens.
This is the recommended method when Airflow runs in Kubernetes. This method requires no secrets to be stored in the connection and eliminates the need
for token management (no rotation, expiration handling, or credential storage).
7. Using `OIDC tok... |
combine_chunk_1026 | combine.txt | 1,026 | 512 | the login
Password (optional)
* If authentication with *Databricks login credentials* is used then specify the ``password`` used to login to Databricks.
* If authentication with *Azure Service Principal* is used then specify the secret of the Azure Service Principal
* If authentication with *PAT* is used,... |
combine_chunk_1027 | combine.txt | 1,027 | 512 | when you want to force a
specific proxy regardless of the worker environment, or when proxy access should apply only to selected endpoints.
When both are configured, the ``proxies`` extra takes precedence over the environment variables. The
Azure managed-identity path (``use_azure_managed_identity``)... |
combine_chunk_1028 | combine.txt | 1,028 | 512 | using a user-assigned managed identity. If not specified, the hook will attempt to authenticate using a system-assigned managed identity.
The following parameter enables *OIDC token federation with a supplied token provider* (an alternative to
the Kubernetes method below that works in any environment, not onl... |
combine_chunk_1029 | combine.txt | 1,029 | 512 | following parameters enable *AWS IAM OIDC token federation* — mint an AWS-signed OIDC JWT via AWS STS
``GetWebIdentityToken`` and exchange it for a Databricks token. Requires the ``amazon`` extra
(``pip install apache-airflow-providers-databricks[amazon]``). See the Databricks `AWS IAM workload identity
fe... |
combine_chunk_1030 | combine.txt | 1,030 | 512 | /#projected-volume>`_. When configured, the hook will read the token directly from this file. The token must be configured in your Pod spec with the appropriate audience and expiration. **Important:** The ``k8s_projected_volume_token_path`` must match the full path constructed from your Pod spec: ``{mountPath}/{path}``... |
combine_chunk_1031 | combine.txt | 1,031 | 512 | metadata:
name: airflow-worker
spec:
serviceAccountName: airflow-worker
containers:
- name: airflow
image: apache/airflow:latest
volumeMounts:
- name: databricks-token
mountPath: /var/run/secrets/databricks
read... |
combine_chunk_1032 | combine.txt | 1,032 | 512 | Databricks workspace URL
* Add required and optional parameters in ``Extra`` field, e.g. ``{"client_id": "your-service-principal-client-uuid", "audience": "custom-audience", "expiration_seconds": 7200, "k8s_token_path": "/custom/path/token", "k8s_namespace_path": "/custom/path/namespace"}``
**Best Practices f... |
combine_chunk_1033 | combine.txt | 1,033 | 512 | is running with. The pod's service account must have appropriate RBAC permissions to create TokenRequest resources for the ``default`` service account. The call to the Kubernetes API server is TLS-verified using the in-cluster CA bundle at ``/var/run/secrets/kubernetes.io/serviceaccount/ca.crt``.
* For Projected V... |
combine_chunk_1034 | combine.txt | 1,034 | 512 | load Identity, GKE with Workload Identity):** Issuer is a public URL
- **JWKS JSON:** - (Optional) Databricks can automatically fetch keys from the public endpoint
- **Example issuers:**
- AWS EKS: ``https://oidc.eks.us-west-2.amazonaws.com/id/CLUSTER_ID``
- Azure AKS: ``https://westus.oic... |
combine_chunk_1035 | combine.txt | 1,035 | 512 | ": "https://kubernetes.default.svc",
"audiences": ["https://kubernetes.default.svc"],
"subject": "system:serviceaccount:airflow:default",
"jwks_json": {
"keys": [{
"kty": "RSA",
"e": "AQAB",
"use": "sig",
"kid": "y... |
combine_chunk_1036 | combine.txt | 1,036 | 512 | Databricks federation policy without JWKS JSON (recommended for public OIDC issuers):
.. code-block:: json
{
"oidc_policy": {
"issuer": "https://oidc.eks.us-west-2.amazonaws.com/id/YOUR_CLUSTER_ID",
"audiences": ["https://kubernetes.default.svc"],
"subject": "syst... |
combine_chunk_1037 | combine.txt | 1,037 | 512 | ``sub`` claim (``system:serviceaccount:<namespace>:<service-account-name>``)
**Note:** For complete step-by-step instructions on creating and configuring federation policies in Databricks, including how to obtain and configure JWKS public keys, see the `Databricks federation policy configuration guide <https://do... |
combine_chunk_1038 | combine.txt | 1,038 | 512 | See the NOTICE file
distributed with this work for additional information
regarding copyright ownership. The ASF licenses this file
to you under the Apache License, Version 2.0 (the
"License"); you may not use this file except in compliance
with the License. You may obtain a copy of the License a... |
combine_chunk_1039 | combine.txt | 1,039 | 512 | ``system.ai.google_calendar``, or an external MCP server registered as
an MCP Service in Unity Catalog. The toolset works with
:class:`~airflow.providers.common.ai.operators.agent.AgentOperator`, ``@task.agent``, and the LangChain
bridge of the Common AI provider.
The Dag names the service by its three-level Unity Ca... |
combine_chunk_1040 | combine.txt | 1,040 | 512 | user's own data, such as ``system.ai.google_calendar`` or
``system.ai.gmail``, need that identity to complete a one-time OAuth login first, for example by
opening the service in Catalog Explorer and clicking **Login**.
The toolset sends the connection's token as a bearer token, so the connection must use one of these... |
combine_chunk_1041 | combine.txt | 1,041 | 512 | gives
it as a number of seconds.
* - ``DatabricksUnityMCPTransportError``
- The gateway could not be reached, the connection dropped, a request got no answer in time,
or the MCP handshake did not finish within ``init_timeout``.
* - ``DatabricksUnityMCPError``
- Any other gateway err... |
combine_chunk_1042 | combine.txt | 1,042 | 512 |
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
Databricks Plugins
==================
.. toctree::
:maxdepth: 1
:glob:
*
<|file|>airflow/provide... |
combine_chunk_1043 | combine.txt | 1,043 | 512 | Ideally, installing the provider will also install the plugin, and it should work automatically in your deployment.
However, if custom configurations are preventing the use of plugins, ensure the plugin is properly installed and
configured in your Airflow environment to utilize its features. The plugin will automatical... |
combine_chunk_1044 | combine.txt | 1,044 | 512 | 2`` IN the ``dev/breeze/src/airflow_breeze/templates`` DIRECTORY
Package ``apache-airflow-providers-jenkins``
Release: ``4.2.7``
`Jenkins <https://jenkins.io/>`__
Provider package
----------------
This is a provider package for ``jenkins`` provider. All classes for this provider package
are in ``airflow.provider... |
combine_chunk_1045 | combine.txt | 1,045 | 512 | ====
.. toctree::
:hidden:
:maxdepth: 1
:caption: Basics
Home <self>
Changelog <changelog>
Security <security>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Guides
Connection types <connections>
.. toctree::
:hidden:
:maxdepth: 1
:caption: References
Python ... |
combine_chunk_1046 | combine.txt | 1,046 | 512 | the
`Official Apache Download site <https://downloads.apache.org/airflow/providers/>`_
* `The apache-airflow-providers-jenkins 4.2.7 sdist package <https://downloads.apache.org/airflow/providers/apache_airflow_providers_jenkins-4.2.7.tar.gz>`_ (`asc <https://downloads.apache.org/airflow/providers/apache_airflow_provi... |
combine_chunk_1047 | combine.txt | 1,047 | 512 | OMATICALLY GENERATED. IT WILL BE OVERWRITTEN!
Package apache-airflow-providers-jenkins
------------------------------------------------------
`Jenkins <https://jenkins.io/>`__
This is detailed commit list of changes for versions provider package: ``jenkins``.
For high-level changelog, see :doc:`package information ... |
combine_chunk_1048 | combine.txt | 1,048 | 512 | Default Connection ID
~~~~~~~~~~~~~~~~~~~~~
All hooks and operators related to Jenkins use ``jenkins_default`` by default.
Configuring the connection
~~~~~~~~~~~~~~~~~~~~~~~~~~
Login
Specify the login for the Jenkins service you would like to connect to.
Password
Specify the password for the Jenkins servic... |
combine_chunk_1049 | combine.txt | 1,049 | 512 | http://www.apache.org/licenses/LICENSE-2.0
.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing ... |
combine_chunk_1050 | combine.txt | 1,050 | 512 | airflow.apache.org/docs/apache-airflow-providers-common-messaging>`_ ``common.messaging``
======================================================================================================================== ====================
Optional dependencies
----------------------
==================== =================... |
combine_chunk_1051 | combine.txt | 1,051 | 512 | -redis/>
Installing from sources <installing-providers-from-sources>
.. toctree::
:hidden:
:maxdepth: 1
:caption: System tests
System Tests <_api/tests/system/redis/index>
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN AT RELEASE TIME!
.. toctree::
:hidden:
... |
combine_chunk_1052 | combine.txt | 1,052 | 512 | ====================================================
Extra Dependencies
==================== ====================================================
``common.messaging`` ``apache-airflow-providers-common-messaging>=2.0.0``
==================== ====================================================
Down... |
combine_chunk_1053 | combine.txt | 1,053 | 512 | -------------------
The ``AwaitMessageTrigger`` is a trigger that asynchronously waits for a message to arrive on one or more specified Redis PubSub channels.
For parameter definitions take a look at :class:`~airflow.providers.redis.triggers.redis_await_message.AwaitMessageTrigger`.
<|file|>airflow/providers/redis/d... |
combine_chunk_1054 | combine.txt | 1,054 | 512 | 2.0
.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
und... |
combine_chunk_1055 | combine.txt | 1,055 | 512 | start-after: [START howto_trigger_message_queue]
:end-before: [END howto_trigger_message_queue]
How it works
------------
1. **Redis Message Queue Trigger**: The ``AwaitMessageTrigger`` listens for messages from Redis channel(s).
2. **Asset and Watcher**: The ``Asset`` abstracts the external entity, the Redis q... |
combine_chunk_1056 | combine.txt | 1,056 | 512 | by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
.. _wri... |
combine_chunk_1057 | combine.txt | 1,057 | 512 | WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
.. _howto/connection:redis:
Redis Connection
================
The Redis connection type enables connection to a Redis deployment, either a ... |
combine_chunk_1058 | combine.txt | 1,058 | 512 | not
do this: when it asks a node for a key that node does not serve, the node answers ``MOVED`` and
the standalone client fails.
Enable cluster mode to use a cluster-aware client that follows those redirects:
.. code-block:: json
{
"cluster": true,
"startup_nodes": "node-2:6379,node-3:6379" // Conne... |
combine_chunk_1059 | combine.txt | 1,059 | 512 | governing permissions and limitations
under the License.
.. NOTE! THIS FILE IS AUTOMATICALLY GENERATED AND WILL BE OVERWRITTEN!
.. IF YOU WANT TO MODIFY TEMPLATE FOR THIS FILE, YOU SHOULD MODIFY THE TEMPLATE
``PROVIDER_README_TEMPLATE.rst.jinja2`` IN the ``dev/breeze/src/airflow_breeze/templates`` DIRECTORY
P... |
combine_chunk_1060 | combine.txt | 1,060 | 512 | -providers-openlineage <https://airflow.apache.org/docs/apache-airflow-providers-openlineage>`_ ``openlineage``
============================================================================================================== ===============
Optional dependencies
----------------------
=============== ===============... |
combine_chunk_1061 | combine.txt | 1,061 | 512 | :caption: System tests
System Tests <_api/tests/system/dbt/cloud/index>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Resources
Example Dags <https://github.com/apache/airflow/tree/providers-dbt-cloud/|version|/providers/dbt/cloud/tests/system/dbt/cloud/example_dbt_cloud.py>
PyPI Repository <... |
combine_chunk_1062 | combine.txt | 1,062 | 512 | example:
.. code-block:: bash
pip install apache-airflow-providers-dbt-cloud[openlineage]
============================================================================================================== ===============
Dependent package ... |
combine_chunk_1063 | combine.txt | 1,063 | 512 | The ASF licenses this file
to you under the Apache License, Version 2.0 (the
"License"); you may not use this file except in compliance
with the License. You may obtain a copy of the License at
.. http://www.apache.org/licenses/LICENSE-2.0
.. Unless required by applicable law or agreed to in writing... |
combine_chunk_1064 | combine.txt | 1,064 | 512 | file|>airflow/providers/dbt/cloud/docs/operators.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership. The ASF licenses this file
to you under t... |
combine_chunk_1065 | combine.txt | 1,065 | 512 | .
When ``wait_for_termination`` is True and ``deferrable`` is False,we submit the job and ``poll``
for its status on the worker. This will keep the worker slot occupied till the job execution is done.
When ``wait_for_termination`` is True and ``deferrable`` is True,
we submit the job and ``defer`` using Triggerer. This... |
combine_chunk_1066 | combine.txt | 1,066 | 512 | .py
:language: python
:dedent: 4
:start-after: [START howto_operator_dbt_cloud_run_job_async]
:end-before: [END howto_operator_dbt_cloud_run_job_async]
You can also trigger a dbt Cloud job without providing the ``job_id``. Instead, you can identify the job
by providing the ``project_name``, ``environme... |
combine_chunk_1067 | combine.txt | 1,067 | 512 | airflow.sensors.base.BaseSensorOperator`.
In the example below, the ``run_id`` value in the example below comes from the output of a previous
DbtCloudRunJobOperator task by utilizing the ``.output`` property exposed for all operators. Also, to note,
the ``account_id`` for the task is referenced within the ``default_ar... |
combine_chunk_1068 | combine.txt | 1,068 | 512 | list
all jobs tied to a specified dbt Cloud account. The ``account_id`` must be supplied either
through the connection or supplied as a parameter to the task.
If a ``project_id`` is supplied, only jobs pertaining to this project id will be retrieved.
For more information on dbt Cloud list jobs, reference
`this docum... |
combine_chunk_1069 | combine.txt | 1,069 | 512 | distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
.. spelling:word-list::
getdbt
.. _howto/connection:dbt_cloud:
Connecting to dbt Cloud
=... |
combine_chunk_1070 | combine.txt | 1,070 | 512 | t.com"). This is particularly
useful when using a single-tenant dbt Cloud instance or `other dbt Cloud regions <https://docs.getdbt.com/docs/deploy/regions-ip-addresses>`__
like EMEA or a Virtual Private dbt Cloud. If a Tenant domain is not provided, "cloud.getdbt.com" will be
used as the default value assu... |
combine_chunk_1071 | combine.txt | 1,071 | 512 |
information.
<|file|>airflow/providers/dbt/cloud/docs/security.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership. The ASF licenses this file
... |
combine_chunk_1072 | combine.txt | 1,072 | 512 | `` provider. All classes for this provider package
are in ``airflow.providers.cloudant`` python package.
You can find package information and changelog for the provider
in the `documentation <https://airflow.apache.org/docs/apache-airflow-providers-cloudant/4.3.7/>`_.
Installation
------------
You can install this p... |
combine_chunk_1073 | combine.txt | 1,073 | 512 | Python API <_api/airflow/providers/cloudant/index>
PyPI Repository <https://pypi.org/project/apache-airflow-providers-cloudant/>
Installing from sources <installing-providers-from-sources>
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN AT RELEASE TIME!
.. toctree::
:h... |
combine_chunk_1074 | combine.txt | 1,074 | 512 | asc <https://downloads.apache.org/airflow/providers/apache_airflow_providers_cloudant-4.3.7-py3-none-any.whl.asc>`__, `sha512 <https://downloads.apache.org/airflow/providers/apache_airflow_providers_cloudant-4.3.7-py3-none-any.whl.sha512>`__)
<|file|>airflow/providers/cloudant/docs/commits.rst
.. Licensed to the Apa... |
combine_chunk_1075 | combine.txt | 1,075 | 512 |
with the License. You may obtain a copy of the License at
.. http://www.apache.org/licenses/LICENSE-2.0
.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either ex... |
combine_chunk_1076 | combine.txt | 1,076 | 512 | .. NOTE! THIS FILE IS AUTOMATICALLY GENERATED AND WILL BE OVERWRITTEN!
.. IF YOU WANT TO MODIFY TEMPLATE FOR THIS FILE, YOU SHOULD MODIFY THE TEMPLATE
``PROVIDER_README_TEMPLATE.rst.jinja2`` IN the ``dev/breeze/src/airflow_breeze/templates`` DIRECTORY
Package ``apache-airflow-providers-yandex``
Release: ``5.0.0``... |
combine_chunk_1077 | combine.txt | 1,077 | 512 | regarding copyright ownership. The ASF licenses this file
to you under the Apache License, Version 2.0 (the
"License"); you may not use this file except in compliance
with the License. You may obtain a copy of the License at
.. http://www.apache.org/licenses/LICENSE-2.0
.. Unless required by applic... |
combine_chunk_1078 | combine.txt | 1,078 | 512 | /providers/yandex/index>
.. toctree::
:hidden:
:maxdepth: 1
:caption: System tests
System Tests <_api/tests/system/yandex/index>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Resources
Example Dags <https://github.com/apache/airflow/tree/providers-yandex/|version|/providers/yandex/tes... |
combine_chunk_1079 | combine.txt | 1,079 | 512 | signatures from the
`Official Apache Download site <https://downloads.apache.org/airflow/providers/>`_
* `The apache-airflow-providers-yandex 5.0.0 sdist package <https://downloads.apache.org/airflow/providers/apache_airflow_providers_yandex-5.0.0.tar.gz>`_ (`asc <https://downloads.apache.org/airflow/providers/apache... |
combine_chunk_1080 | combine.txt | 1,080 | 512 | >`__,
`MDB PostgreSQL <https://yandex.cloud/ru/services/managed-postgresql>`__, `Yandex DataStreams <https://yandex.cloud/ru/services/data-streams>`__ using SQL scripts.
Using the operators
^^^^^^^^^^^^^^^^^^^
To learn how to use Yandex Query operator,
see `example Dag <https://github.com/apache/airflow/tree/providers... |
combine_chunk_1081 | combine.txt | 1,081 | 512 | /operators/index.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership. The ASF licenses this file
to you under the Apache License, Version 2.0 (... |
combine_chunk_1082 | combine.txt | 1,082 | 512 | `__
This is detailed commit list of changes for versions provider package: ``yandex``.
For high-level changelog, see :doc:`package information including changelog <index>`.
.. airflow-providers-commits::
<|file|>airflow/providers/yandex/docs/installing-providers-from-sources.rst
.. Licensed to the Apache Software ... |
combine_chunk_1083 | combine.txt | 1,083 | 512 | "...", "service_account_id": "...", "private_key": "..."}``
Service account auth JSON file path
Path to the file containing service account auth JSON.
Example: ``/home/airflow/authorized_key.json``
OAuth Token
User account OAuth token as a string.
Example: ``y3_Vd3eub7w9bIut67GHeL345gfb5GAnd3dZnf08... |
combine_chunk_1084 | combine.txt | 1,084 | 512 | Znf08FR1vjeUFve7Yi8hGvc``.
Then you need to specify your token in the ``OAuth Token`` field.
Using metadata service
~~~~~~~~~~~~~~~~~~~~~~
If you do not specify any credentials, the connection will attempt to use
the `metadata service <https://cloud.yandex.com/docs/compute/concepts/vm-metadata>`__ for authentication... |
combine_chunk_1085 | combine.txt | 1,085 | 512 | and limitations
under the License.
Yandex.Cloud Lockbox Secret Backend
===================================
This topic describes how to configure Apache Airflow to use `Yandex Lockbox <https://cloud.yandex.com/docs/lockbox>`__
as a secret backend and how to manage secrets.
Getting started
---------------
Befor... |
combine_chunk_1086 | combine.txt | 1,086 | 512 | for Yandex Lockbox secrets in. If set to ``None`` (``null`` in JSON), the requests will use the connection ``folder_id``, if specified.
* ``connections_prefix``: Specifies the prefix of the secret to read to get connections. If set to ``None`` (``null`` in JSON), the requests for connections will not be sent to Yandex... |
combine_chunk_1087 | combine.txt | 1,087 | 512 | your user account.
Your token will look like this: ``y3_Vd3eub7w9bIut67GHeL345gfb5GAnd3dZnf08FR1vjeUFve7Yi8hGvc``.
Then, you need to specify the ``folder_id`` and your token in ``backend_kwargs``:
.. code-block:: ini
[secrets]
backend_kwargs = {"folder_id": "b1g66mft1vo1n4vbn57j", "yc_oauth_token": "y3_Vd3e... |
combine_chunk_1088 | combine.txt | 1,088 | 512 | yc_connection"}
If you do not specify any credentials,
Lockbox Secret Backend will try to use the default connection ID: ``yandexcloud_default``.
Lockbox Secret Backend will try to use the default folder ID from your connection.
You can also specify the ``folder_id`` in the ``backend_kwargs``:
.. code-block:: ini
... |
combine_chunk_1089 | combine.txt | 1,089 | 512 | \"password\": \"mypassword\", \"extra\": {\"this_param\": \"some val\", \"that_param\": \"other val*\"}}"}]'
done (1s)
name: airflow/connections/my_sql_db_json
Retrieving connection
~~~~~~~~~~~~~~~~~~~~~
To check the connection is correctly read from the Lockbox Secret Backend, you can use ``airflow connecti... |
combine_chunk_1090 | combine.txt | 1,090 | 512 | example, with this configuration:
.. code-block:: ini
[secrets]
backend = airflow.providers.yandex.secrets.lockbox.LockboxSecretBackend
backend_kwargs = {"connections_prefix": "airflow/connections", "variables_prefix": "airflow/variables"}
the backend expects team-scoped secrets to be stored under paths... |
combine_chunk_1091 | combine.txt | 1,091 | 512 | :: ini
[sentry]
sentry_dsn_secret = sentry_dsn_value
To check the config value is correctly read from the Lockbox Secret Backend, you can use ``airflow config get-value``:
.. code-block:: console
$ airflow config get-value sentry sentry_dsn
https://public@sentry.example.com/1
Cleaning up your secre... |
combine_chunk_1092 | combine.txt | 1,092 | 512 | of an existing Airflow installation (see ``Requirements`` below
for the minimum Airflow version supported) via
``pip install apache-airflow-providers-smtp``
The package supports the following python versions: 3.11,3.12,3.13,3.14
Requirements
------------
========================================== =================... |
combine_chunk_1093 | combine.txt | 1,093 | 512 | License at
.. http://www.apache.org/licenses/LICENSE-2.0
.. Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
speci... |
combine_chunk_1094 | combine.txt | 1,094 | 512 | ``aiosmtplib`` ``>=5.1.0``
========================================== ==================
Downloading official packages
-----------------------------
You can download officially released packages and verify their checksums and signatures from the
`Official Apache Download site <https://do... |
combine_chunk_1095 | combine.txt | 1,095 | 512 | `PROVIDER_COMMITS_TEMPLATE.rst.jinja2` IN the `dev/breeze/src/airflow_breeze/templates` DIRECTORY
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN!
Package apache-airflow-providers-smtp
------------------------------------------------------
`Simple Mail Transfer Protocol (SMTP) <h... |
combine_chunk_1096 | combine.txt | 1,096 | 512 | ],
):
BashOperator(
task_id="mytask",
on_failure_callback=[
send_smtp_notification(
from_email="someone@mail.com",
to="someone@mail.com",
subject="[Error] The Task {{ ti.task_id }} failed",
... |
combine_chunk_1097 | combine.txt | 1,097 | 512 | ooks.smtp.SmtpHook`.
.. note::
The legacy helper in ``airflow.utils.email`` is **scheduled for deprecation**
and will be removed in a future major release.
Please migrate to :class:`~airflow.providers.smtp.hooks.smtp.SmtpHook`
or other provider-level utilities for sending emails.
Default Connection ID
---... |
combine_chunk_1098 | combine.txt | 1,098 | 512 | (default ``"common"``).
* ``scope`` – OAuth scope
* **Gmail**: ``https://mail.google.com/``
* **Outlook (Graph)**: ``https://outlook.office.com/.default``
.. _howto/connection:smtp:ssl-context:
SSL / TLS Notes
^^^^^^^^^^^^^^^
* ``ssl_context="default"`` – reasonable trust store & secure ciphers *(r... |
combine_chunk_1099 | combine.txt | 1,099 | 512 | flow)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
.. code-block:: bash
export AIRFLOW_CONN_SMTP_M365='smtp://user@contoso.com@smtp.office365.com:587?\
auth_type=oauth2&\
client_id=YOUR_APP_ID&\
client_secret=YOUR_SECRET&\
tenant_id=YOUR_TENANT_ID&\
scope=https%3A%2F%2Foutlook.office.com%2F.defa... |
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