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_200 | combine.txt | 200 | 512 |
-------------------------------------- ------------------------------------------------------------------------------------
Action Permissions Minimum Role
====================================== ================================... |
combine_chunk_201 | combine.txt | 201 | 512 | .can_read, Viewer
Dag Dependencies.can_read
Get Dag as duration graph Dags.can_read, Dag Runs.can_read, Task Instances.can_read Viewer
Show all tries Dags.can_read, Dag Runs.can_read, Task Instances.can_read ... |
combine_chunk_202 | combine.txt | 202 | 512 |
The Grid, Graph and Gantt views, the duration charts, the list of task tries, the Task Instances
list and the task instance pages (logs, rendered templates and external links) check
Dag Runs.can_read and Task Instances.can_read on the resources themselves. Marking or clearing
task instances checks Dag Runs.can_edit a... |
combine_chunk_203 | combine.txt | 203 | 512 |
Dag(
dag_id="example_no_fine_grained_access",
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),
access_control={},
)
Conversely, removing the access_control block from a Dag altogether (or setting it to ``None``) won't make any changes and can leave dangling permissions.
.. code-bl... |
combine_chunk_204 | combine.txt | 204 | 512 | auth_backends``
command as in the example below.
.. code-block:: console
$ airflow config get-value fab auth_backends
airflow.providers.fab.auth_manager.api.auth.backend.basic_auth
.. versionchanged:: 3.0.0
Airflow now uses token-based authentication for the public API.
This mechanism is independen... |
combine_chunk_205 | combine.txt | 205 | 512 | in the configuration:
.. code-block:: ini
[fab]
auth_backends = airflow.providers.fab.auth_manager.api.auth.backend.basic_auth
Username and password needs to be base64 encoded and send through the
``Authorization`` HTTP header in the following format:
.. code-block:: text
Authorization: Basic Base64(u... |
combine_chunk_206 | combine.txt | 206 | 512 | with webserver (airflow <3.0) it was https://<your-airflow-url.fr>/oauth-authorized/keycloak
Valid post logout redirect URIs: https://<your-airflow-url.fr>
Web origins: +
Admin URL: https://<your-airflow-url.fr>
In Capability config, you must select:
.. code-block:: text
Client authentication On... |
combine_chunk_207 | combine.txt | 207 | 512 | key: OIDC_ISSUER
- name: AIRFLOW__API__BASE_URL
valueFrom:
secretKeyRef:
name: airflow-api-keycloak
key: AIRFLOW__API__BASE_URL
Here is an example of what you might have in your ``webserver_config.py`` or ``apiServerConfig`` value in Helm chart:
... |
combine_chunk_208 | combine.txt | 208 | 512 | _AUTH_URL,
"server_metadata_url": OIDC_METADATA_URL,
"request_token_url": None,
"client_id": CLIENT_ID,
"client_secret": CLIENT_SECRET,
"client_kwargs": {
"scope": "email profile",
"code_challenge_met... |
combine_chunk_209 | combine.txt | 209 | 512 | 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,
software distrib... |
combine_chunk_210 | combine.txt | 210 | 512 | OR CONDITIONS OF ANY
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
================================
Single Sign-On (SSO) Integration
================================
The FAB Auth Manager supports Single Sign-On (SSO) thro... |
combine_chunk_211 | combine.txt | 211 | 512 | providers will not be activated even if ``OAUTH_PROVIDERS``
is configured. The default ``AUTH_TYPE = AUTH_DB`` uses database
authentication only.
.. note::
If the ``webserver_config.py`` file does not exist in your environment,
you need to create it manually. A template with default values ... |
combine_chunk_212 | combine.txt | 212 | 512 | remote_app": {
"client_id": "your-client-id",
"client_secret": "your-client-secret",
"api_base_url": "https://your-org.okta.com/oauth2/default",
"request_token_url": None,
"access_token_url": "https://your-org.okta.com/oauth2/default/v1/token",
... |
combine_chunk_213 | combine.txt | 213 | 512 | , so no extra configuration is needed. Azure AD B2C
(``<tenant>.b2clogin.com``) is not supported, because its metadata is addressed by policy
rather than by tenant alone.
Configuring a tenant domain, or any national-cloud tenant, makes an outbound HTTPS request
to the authority's OpenID discovery endpoint ... |
combine_chunk_214 | combine.txt | 214 | 512 | your Azure app registration
- The ``AUTH_OAUTH_ROLE_KEYS`` setting allows you to specify which claim field
contains the authorization information (``roles`` or ``groups``)
- Group names from Azure AD will be matched against ``AUTH_ROLES_MAPPING``
.. important::
The ``AUTH_OAUTH_ROLE_KEYS`` configuration... |
combine_chunk_215 | combine.txt | 215 | 512 | ``openid email profile`` or similar) are allowed in your OAuth provider
- Some providers require specific scopes to be explicitly configured
- **Token validation errors**:
- Ensure your OAuth provider's clock is synchronized
- Check if your client secret matches exactly (no extra spaces/characters)
- **User cr... |
combine_chunk_216 | combine.txt | 216 | 512 | will be masked in the UI automatically.
See :ref:`security:mask-sensitive-values` for more details.
SSL
---
SSL can be enabled by providing a certificate and key. Once enabled, be sure to use
"https://" in your browser.
.. code-block:: ini
[webserver]
web_server_ssl_cert = <path to cert>
web_server_ssl... |
combine_chunk_217 | combine.txt | 217 | 512 | the
`Flask Limiter rate limit configuration <https://flask-limiter.readthedocs.io/en/stable/configuration.html>`_.
<|file|>airflow/providers/fab/docs/auth-manager/token.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed w... |
combine_chunk_218 | combine.txt | 218 | 512 | = AUTH_DB``) or LDAP
(``AUTH_TYPE = AUTH_LDAP``) can generate tokens using this method.
For more details, see :doc:`webserver-authentication`.
If you need to generate a token using a different authentication mechanism, see the next section.
Custom authentication implementation
------------------------------------
B... |
combine_chunk_219 | combine.txt | 219 | 512 | .decode(
# token,
# public_key,
# algorithms=['HS256', 'RS256'],
# audience=CLIENT_ID,
# issuer=ISSUER_URL,
# )
#
# Without signature validation (not recommended):
... |
combine_chunk_220 | combine.txt | 220 | 512 | Package ``apache-airflow-providers-openfaas``
Release: ``3.9.6``
`OpenFaaS <https://www.openfaas.com/>`__
Provider package
----------------
This is a provider package for ``openfaas`` provider. All classes for this provider package
are in ``airflow.providers.openfaas`` python package.
You can find package inform... |
combine_chunk_221 | combine.txt | 221 | 512 | caption: Basics
Home <self>
Changelog <changelog>
Security <security>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Guides
Connection types <connections/openfaas>
.. toctree::
:hidden:
:maxdepth: 1
:caption: References
Python API <_api/airflow/providers/openfaas/index>
.... |
combine_chunk_222 | combine.txt | 222 | 512 | 3.9.6.tar.gz.asc>`__, `sha512 <https://downloads.apache.org/airflow/providers/apache_airflow_providers_openfaas-3.9.6.tar.gz.sha512>`__)
* `The apache-airflow-providers-openfaas 3.9.6 wheel package <https://downloads.apache.org/airflow/providers/apache_airflow_providers_openfaas-3.9.6-py3-none-any.whl>`_ (`asc <https:/... |
combine_chunk_223 | combine.txt | 223 | 512 | viders-commits::
<|file|>airflow/providers/openfaas/docs/installing-providers-from-sources.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. Th... |
combine_chunk_224 | combine.txt | 224 | 512 | aaS gateway requires authentication.
Extra (optional)
Specify the extra parameters (as JSON dictionary) that can be used in the OpenFaaS
connection.
<|file|>airflow/providers/openfaas/docs/security.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. ... |
combine_chunk_225 | combine.txt | 225 | 512 |
`Teradata <https://www.teradata.com/>`__
Provider package
----------------
This is a provider package for ``teradata`` provider. All classes for this provider package
are in ``airflow.providers.teradata`` python package.
You can find package information and changelog for the provider
in the `documentation <https... |
combine_chunk_226 | combine.txt | 226 | 512 | `` ``apache-airflow-providers-amazon``
``sqlalchemy`` ``sqlalchemy>=1.4.54,!=2.1.0``
``ssh`` ``apache-airflow-providers-ssh``
=================== ============================================
The changelog for the provider package can be found in the
`changelog <https://airflow.apache.org/... |
combine_chunk_227 | combine.txt | 227 | 512 | from sources <installing-providers-from-sources>
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN AT RELEASE TIME!
.. toctree::
:hidden:
:maxdepth: 1
:caption: Commits
Detailed list of commits <commits>
apache-airflow-providers-teradata package
---------------------... |
combine_chunk_228 | combine.txt | 228 | 512 | ====================================================== ===================
Optional dependencies
---------------------
These extras install optional third-party libraries that enable additional features of the provider.
Install them when installing from PyPI. For example:
.. code-block:: bash
pip install apach... |
combine_chunk_229 | combine.txt | 229 | 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 expres... |
combine_chunk_230 | combine.txt | 230 | 512 | =====
TeradataComputeClusterResumeOperator
=====================================
The purpose of ``TeradataComputeClusterResumeOperator`` is to start the Teradata Vantage Cloud Lake
Compute Cluster of specified Compute Group Name and Compute Profile Name.
Use the :class:`TeradataComputeClusterResumeOperator <airflow.pr... |
combine_chunk_231 | combine.txt | 231 | 512 | 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.
Teradata o... |
combine_chunk_232 | combine.txt | 232 | 512 | AS (
SELECT *
FROM (
LOCATION='YOUR-OBJECT-STORE-URI'
AUTHORIZATION=authorization_object
) AS d
) WITH DATA;
It facilitates data loading from both public and private object storage. For private object storage, access to the object
store can be granted via either Teradata Authoriz... |
combine_chunk_233 | combine.txt | 233 | 512 | Teradata with Teradata Authorization Object
------------------------------------------------------------------------------------------------
Teradata authorization database object is used to control who can access an external object store. Teradata authorization
database object should exists in Teradata database to us... |
combine_chunk_234 | combine.txt | 234 | 512 | An example usage of the AzureBlobStorageToTeradataOperator to transfer PARQUET data format from Azure Blob Storage
to teradata table is as follows:
.. exampleinclude:: /../../teradata/tests/system/teradata/example_azure_blob_to_teradata_transfer.py
:language: python
:start-after: [START azure_blob_to_teradata_... |
combine_chunk_235 | combine.txt | 235 | 512 | run (either local or remote).
Ensure that the ``tbuild`` executable is available in the system's ``PATH``.
Refer to the official Teradata documentation for installation, configuration, and security best practices.
**Key Features:**
- Executes DDL SQL statements (CREATE, ALTER, DROP, etc.)
- Works with single... |
combine_chunk_236 | combine.txt | 236 | 512 | backslash escaping
**In SQL Execution (Teradata):**
- SQL standard requires doubling quotes when enclosed within the same quote type
- Single quotes in single-quoted strings: ``'Don''t'``
- Double quotes in double-quoted identifiers: ``"My""Table"``
**Example:**
.. code-block:: python
# In your DAG - use Pytho... |
combine_chunk_237 | combine.txt | 237 | 512 | :end-before: [END ddl_operator_howto_guide_create_index]
Renaming a table in Teradata
----------------------------
You can use the DdlOperator to rename a table in Teradata. The following example demonstrates how to rename a table:
.. exampleinclude:: /../../teradata/tests/system/teradata/example_tpt.py
:languag... |
combine_chunk_238 | combine.txt | 238 | 512 | Teradata Parallel Transporter (TPT)`` package from Teradata Tools and Utilities (TTU)
to be installed on the machine where the ``tdload`` command will run (either local or remote).
Ensure that the ``tdload`` executable is available in the system's ``PATH``.
Refer to the official Teradata documentation for i... |
combine_chunk_239 | combine.txt | 239 | 512 |
------------------------------------------
Loading data into a Teradata database table from a file
-------------------------------------------------------
You can use the TdLoadOperator to load data from a file into a Teradata database table. The following example demonstrates how to load data from a delimited text f... |
combine_chunk_240 | combine.txt | 240 | 512 | 4
:start-after: [START tdload_operator_howto_guide_transfer_data_insert_stmt]
:end-before: [END tdload_operator_howto_guide_transfer_data_insert_stmt]
The complete Teradata Operator DAG
----------------------------------
When we put everything together, our DAG should look like this:
.. exampleinclude:: /.... |
combine_chunk_241 | combine.txt | 241 | 512 | _teradata_transfer_operator_howto_guide_transfer_data]
The complete TeradataToTeradata Transfer Operator Dag
-----------------------------------------------------
When we put everything together, our Dag should look like this:
.. exampleinclude:: /../../teradata/tests/system/teradata/example_teradata.py
:languag... |
combine_chunk_242 | combine.txt | 242 | 512 | START teradata_operator_howto_guide_create_table_from_external_file]
:end-before: [END teradata_operator_howto_guide_create_table_from_external_file]
Your ``dags/create_table.sql`` should look like this:
.. code-block:: sql
-- create Users table
CREATE TABLE Users, FALLBACK (
username varc... |
combine_chunk_243 | combine.txt | 243 | 512 | :end-before: [END teradata_operator_howto_guide]
TeradataStoredProcedureOperator
===============================
The purpose of TeradataStoredProcedureOperator is to define tasks involving executing teradata
stored procedures.
Execute a Stored Procedure in a Teradata database
---------------------------------------... |
combine_chunk_244 | combine.txt | 244 | 512 | [END howto_call_teradata_stored_procedure_operator_with_dict_input]
Assume a stored procedure exists in the database that looks like this:
.. code-block:: sql
REPLACE PROCEDURE GetTimestampOutParameter (OUT out_timestamp TIMESTAMP)
BEGIN
-- Assign current timestamp to the OUT para... |
combine_chunk_245 | combine.txt | 245 | 512 | _for_sp]
:end-before: [END howto_teradata_operator_for_sp]
<|file|>airflow/providers/teradata/docs/operators/bteq.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
regardi... |
combine_chunk_246 | combine.txt | 246 | 512 | local execution.
- The **remote host** accessed via SSH, for remote execution.
If executing remotely, also ensure that an SSH server (e.g., ``sshd``) is running and accessible on the remote machine.
.. note::
For improved security, it is **highly recommended** to use
**private key-based SSH authentication** ... |
combine_chunk_247 | combine.txt | 247 | 512 | .. exampleinclude:: /../../teradata/tests/system/teradata/example_bteq.py
:language: python
:dedent: 4
:start-after: [START bteq_operator_howto_guide_export_data_to_a_file]
:end-before: [END bteq_operator_howto_guide_export_data_to_a_file]
The BTEQ script above handles the data export with options for ... |
combine_chunk_248 | combine.txt | 248 | 512 | : [END bteq_operator_howto_guide_create_table]
The BTEQ script within this operator handles the table creation, including defining columns, data types, and constraints.
Inserting data into a Teradata database table
---------------------------------------------
The following example demonstrates how to populate the ... |
combine_chunk_249 | combine.txt | 249 | 512 | script file is on remote machine
----------------------------------------------------------------------------------------
You can use BteqOperator to execute a BTEQ script directly when file is on remote machine.
.. exampleinclude:: /../../teradata/tests/system/teradata/example_remote_bteq.py
:language: python
... |
combine_chunk_250 | combine.txt | 250 | 512 | include:: /../../teradata/tests/system/teradata/example_bteq.py
:language: python
:start-after: [START bteq_operator_howto_guide]
:end-before: [END bteq_operator_howto_guide]
<|file|>airflow/providers/teradata/docs/operators/s3_to_teradata.rst
.. Licensed to the Apache Software Foundation (ASF) under one
... |
combine_chunk_251 | combine.txt | 251 | 512 | READ_NOS <https://docs.teradata.com/r/Enterprise_IntelliFlex_VMware/Teradata-VantageTM-Native-Object-Store-Getting-Started-Guide-17.20/Welcome-to-Native-Object-Store>`_ feature
to import data in CSV, JSON, and Parquet formats from S3 into Teradata.
This operator accesses data directly from the object store and generate... |
combine_chunk_252 | combine.txt | 252 | 512 | _to_teradata_transfer_operator_howto_guide_transfer_data_s3_to_teradata_parquet]
The complete ``S3ToTeradataOperator`` Operator Dag
--------------------------------------------------
When we put everything together, our Dag should look like this:
.. exampleinclude:: /../../teradata/tests/system/teradata/example_s3_t... |
combine_chunk_253 | combine.txt | 253 | 512 | 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 at
.. http://www.apache.org/licenses/LICENSE-2.0
.... |
combine_chunk_254 | combine.txt | 254 | 512 | option specifies the mode for connections to the database.
There are six modes:
``disable``, ``allow``, ``prefer``, ``require``, ``verify-ca``, ``verify-full``.
* ``sslca`` - This parameter specifies the file name of a PEM file that contains
Certificate Authority (CA) certificates for use with ss... |
combine_chunk_255 | combine.txt | 255 | 512 | bash
export AIRFLOW_CONN_TERADATA_DEFAULT='teradata://teradata_user:XXXXXXXXXXXX@1.1.1.1:/teradatadb?query_band=appname%3Dairflow%3Borg%3Dtest%3B'
<|file|>airflow/providers/teradata/docs/security.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. ... |
combine_chunk_256 | combine.txt | 256 | 512 | VIDERS.rst#mixed-governance-model>`_
and requires interested parties to cherry-pick and test the fixes.
<|file|>airflow/providers/github/README.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... |
combine_chunk_257 | combine.txt | 257 | 512 | ``>=2.1.1``
========================================== ==================
The changelog for the provider package can be found in the
`changelog <https://airflow.apache.org/docs/apache-airflow-providers-github/2.12.1/changelog.html>`_.
<|file|>airflow/providers/github/docs/index.rst
... |
combine_chunk_258 | combine.txt | 258 | 512 | ctree::
:hidden:
:maxdepth: 1
:caption: Commits
Detailed list of commits <commits>
apache-airflow-providers-github package
------------------------------------------------------
`GitHub <https://www.github.com/>`__
Release: 2.12.1
Provider package
----------------
This package is for the ``githu... |
combine_chunk_259 | combine.txt | 259 | 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_260 | combine.txt | 260 | 512 | Sensors
========
You can build your own sensor using :class:`~airflow.providers.github.sensors.GithubSensor`,
You can also implement your own sensor on Repository using :class:`~airflow.providers.github.sensors.BaseGithubRepositorySensor`,
an example of this is :class:`~airflow.providers.github.sensors.GithubTagSens... |
combine_chunk_261 | combine.txt | 261 | 512 | THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN!
Package apache-airflow-providers-github
------------------------------------------------------
`GitHub <https://www.github.com/>`__
This is detailed commit list of changes for versions provider package: ``github``.
For high-level changelog, see :doc:`pac... |
combine_chunk_262 | combine.txt | 262 | 512 | - GitHub App authentication
For Token-based authentication, you must provide an access token.
For GitHub App authentication, you must configure the connection's Extras field with the required GitHub App parameters.
Configuring the Connection
--------------------------
Access Token (optional)
Personal Access tok... |
combine_chunk_263 | combine.txt | 263 | 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 ... |
combine_chunk_264 | combine.txt | 264 | 512 | the `documentation <https://airflow.apache.org/docs/apache-airflow-providers-influxdb/2.13.0/>`_.
Installation
------------
You can install this package on top of an existing Airflow installation (see ``Requirements`` below
for the minimum Airflow version supported) via
``pip install apache-airflow-providers-influxd... |
combine_chunk_265 | combine.txt | 265 | 512 | apache-airflow-providers-influxdb``
=======================================
.. toctree::
:hidden:
:maxdepth: 1
:caption: Basics
Home <self>
Changelog <changelog>
Security <security>
.. toctree::
:hidden:
:maxdepth: 1
:caption: Guides
Connection types (InfluxDB 2.x) <connecti... |
combine_chunk_266 | combine.txt | 266 | 512 | ``>=2.11.0``
``apache-airflow-providers-common-compat`` ``>=1.17.0``
``pandas`` ``>=2.1.2; python_version < "3.13"``
``pandas`` ``>=2.2.3; python_version >= "3.13" and python_version < "3.14"``
``pandas`` ``>=2.3.3; pyt... |
combine_chunk_267 | combine.txt | 267 | 512 | 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,
software distributed under the License is distributed on an
"AS IS" BASIS, WI... |
combine_chunk_268 | combine.txt | 268 | 512 | thedocs.io/en/latest/>`__ and exposes
`query_async() <https://influxdb3-python.readthedocs.io/en/latest/api_reference/>`__ for
asynchronous query execution.
Results still travel back through XCom, so deferring is most useful for long-running queries
with small-to-moderate result sets. For very large ex... |
combine_chunk_269 | combine.txt | 269 | 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_270 | combine.txt | 270 | 512 | extras" field:
.. code-block:: JSON
{
"token": "your-api-token-here",
"database": "my_database",
"org": "my_org"
}
Parameters:
* ``token`` (required): API token for authentication
* ``database`` (required): Database name
* ``org`` (optional): Organi... |
combine_chunk_271 | combine.txt | 271 | 512 | .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 permissions... |
combine_chunk_272 | combine.txt | 272 | 512 | .. include:: /../../../devel-common/src/sphinx_exts/includes/security.rst
<|file|>airflow/providers/presto/README.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 copy... |
combine_chunk_273 | combine.txt | 273 | 512 | -providers-common-sql`` ``>=1.32.0``
``presto-python-client`` ``>=0.8.4``
``pandas`` ``>=2.1.2; python_version < "3.13"``
``pandas`` ``>=2.2.3; python_version >= "3.13" and python_version < "3.14"``
``pandas`` ... |
combine_chunk_274 | combine.txt | 274 | 512 | 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.
``apache-airflow-provider... |
combine_chunk_275 | combine.txt | 275 | 512 | .0``.
========================================== =================================================================
PIP package Version required
========================================== =================================================================
``apache-airflow`` ... |
combine_chunk_276 | combine.txt | 276 | 512 | /providers/apache_airflow_providers_presto-6.0.0.tar.gz>`_ (`asc <https://downloads.apache.org/airflow/providers/apache_airflow_providers_presto-6.0.0.tar.gz.asc>`__, `sha512 <https://downloads.apache.org/airflow/providers/apache_airflow_providers_presto-6.0.0.tar.gz.sha512>`__)
* `The apache-airflow-providers-presto 6... |
combine_chunk_277 | combine.txt | 277 | 512 | list of changes for versions provider package: ``presto``.
For high-level changelog, see :doc:`package information including changelog <index>`.
.. airflow-providers-commits::
<|file|>airflow/providers/presto/docs/installing-providers-from-sources.rst
.. Licensed to the Apache Software Foundation (ASF) under one
... |
combine_chunk_278 | combine.txt | 278 | 512 | query engine for running interactive
analytic queries against data sources of all sizes ranging from gigabytes to petabytes. Presto allows
querying data where it lives, including Hive, Cassandra, relational databases or even proprietary data stores.
A single Presto query can combine data from multiple sources, allowin... |
combine_chunk_279 | combine.txt | 279 | 512 | prestodb.io/docs/current/>`__ database.
Using the Operator
^^^^^^^^^^^^^^^^^^
Use the ``conn_id`` argument to connect to your Presto instance where
the connection metadata is structured as follows:
.. list-table:: Presto Airflow Connection Metadata
:widths: 25 25
:header-rows: 1
* - Parameter
- Input... |
combine_chunk_280 | combine.txt | 280 | 512 | for the
specific language governing permissions and limitations
under the License.
.. _howto/connection:presto:
Presto Connection
=================
The Presto connection type enables connection to Presto which is an open-source distributed SQL query engine designed for fast analytics on large-scale data sou... |
combine_chunk_281 | combine.txt | 281 | 512 | 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,
so... |
combine_chunk_282 | combine.txt | 282 | 512 | provider
in the `documentation <https://airflow.apache.org/docs/apache-airflow-providers-openai/2.2.0/>`_.
Installation
------------
You can install this package on top of an existing Airflow installation (see ``Requirements`` below
for the minimum Airflow version supported) via
``pip install apache-airflow-provider... |
combine_chunk_283 | combine.txt | 283 | 512 | e.g. to feed a vector
store.
* ``OpenAIResponseOperator`` — call the
`Responses API <https://platform.openai.com/docs/api-reference/responses>`__ with
OpenAI-specific parameters.
* ``OpenAITriggerBatchOperator`` — submit a
`Batch API <https://platform.openai.com/docs/guides/batch>`__ job for asynchronous bulk
... |
combine_chunk_284 | combine.txt | 284 | 512 | ing-providers-from-sources>
.. toctree::
:hidden:
:maxdepth: 1
:caption: System tests
System Tests <_api/tests/system/openai/index>
.. THE REMAINDER OF THE FILE IS AUTOMATICALLY GENERATED. IT WILL BE OVERWRITTEN AT RELEASE TIME!
.. toctree::
:hidden:
:maxdepth: 1
:caption: Commits
... |
combine_chunk_285 | combine.txt | 285 | 512 | flow/providers/apache_airflow_providers_openai-2.2.0-py3-none-any.whl>`_ (`asc <https://downloads.apache.org/airflow/providers/apache_airflow_providers_openai-2.2.0-py3-none-any.whl.asc>`__, `sha512 <https://downloads.apache.org/airflow/providers/apache_airflow_providers_openai-2.2.0-py3-none-any.whl.sha512>`__)
<|fil... |
combine_chunk_286 | combine.txt | 286 | 512 | .openai.OpenAIResponseOperator` to generate a
model response with the OpenAI Responses API, OpenAI's recommended interface for text generation and
tool use. By default, the operator returns the response's aggregated output text; it can also return
Pydantic-validated structured output as a JSON-compatible value (see bel... |
combine_chunk_287 | combine.txt | 287 | 512 | tools``, ``conversation`` or ``previous_response_id``. ``response_kwargs`` is templated, so
``previous_response_id`` can reference a Dag's upstream ``response_id`` XCom directly. Since
``response_kwargs`` is templated, a literal ``{{ ... }}`` value you want sent to the API as-is
(for example inside a prompt's ``instruc... |
combine_chunk_288 | combine.txt | 288 | 512 | language: python
:start-after: [START howto_operator_openai_response]
:end-before: [END howto_operator_openai_response]
Passing Responses API options
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
See the `Responses API reference
<https://platform.openai.com/docs/api-reference/responses/create>`__ for the authoritative list
... |
combine_chunk_289 | combine.txt | 289 | 512 | own default) uses ``gpt-4o-mini``, which is not a reasoning model,
so this option only takes effect if ``model`` is also set to a reasoning model.
- ``service_tier``: the processing tier the request is served from.
- ``prompt_cache_key``: an identifier used to route requests to the same prompt cache. How long a
ca... |
combine_chunk_290 | combine.txt | 290 | 512 | _output_tokens`` above.
.. note::
OpenAI does not expose a spend or cost ceiling parameter on the Responses API.
``max_output_tokens`` and ``max_tool_calls`` are token and call-count limits, not a way to cap
the dollar cost of a run; controlling spend means bounding those counts yourself.
.. note::
... |
combine_chunk_291 | combine.txt | 291 | 512 | any response that did not complete -- incomplete, failed, or still in
progress -- even if the partial output happens to match the Pydantic model, so unlike the
plain-text path, reaching ``max_output_tokens`` fails the task instead of returning truncated
output. The resulting ``ValueError`` includes the response id and... |
combine_chunk_292 | combine.txt | 292 | 512 | .openai.operators.openai.OpenAITriggerBatchOperator` to
interact with the OpenAI API to trigger a batch job. This operator is used to trigger a batch job and wait for the job to complete.
Using the Operator
^^^^^^^^^^^^^^^^^^
The OpenAITriggerBatchOperator requires the prepared batch file as an input to trigger the
... |
combine_chunk_293 | combine.txt | 293 | 512 | agent_id``
and ``stream`` are reserved.
* ``conn_id``: OpenAI connection, defaulting to ``openai_default``.
* ``deferrable``: Whether to release the worker while waiting. Defaults to the
Airflow ``operators.default_deferrable`` setting.
* ``poll_interval``: Seconds between checks, defaulting to 10.
* ``timeout``: S... |
combine_chunk_294 | combine.txt | 294 | 512 | by ``get_conn()``. See the
`OpenAI Agents API reference <https://developers.openai.com/api/reference/python/resources/beta/subresources/agents>`__.
<|file|>airflow/providers/openai/docs/commits.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOT... |
combine_chunk_295 | combine.txt | 295 | 512 | 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 express or implied. See the Lice... |
combine_chunk_296 | combine.txt | 296 | 512 | inside
``@task`` functions.
- :ref:`howto/connection:openai` — the full connection reference, including
workload identity authentication.
<|file|>airflow/providers/openai/docs/installing-providers-from-sources.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agree... |
combine_chunk_297 | combine.txt | 297 | 512 | API Key to connect.
Host (optional)
The host address of the OpenAI instance.
Extra (optional)
Specify the extra parameters (as json dictionary) that can be used in the
connection. All parameters are optional.
This ``extra`` field accepts a nested dictionary with key ``openai_client_kwargs`` as key-va... |
combine_chunk_298 | combine.txt | 298 | 512 | how long before expiry the token is refreshed.
For example, to authenticate from a Kubernetes pod:
.. code-block:: json
{
"auth_type": "workload_identity",
"workload_identity_provider": "kubernetes",
"identity_provider_id": "idp-123",
"service_account_id": "sa-456"
}
<|file|>airflow... |
combine_chunk_299 | combine.txt | 299 | 512 | mixed governance model <https://github.com/apache/airflow/blob/main/PROVIDERS.rst#mixed-governance-model>`_
and requires interested parties to cherry-pick and test the fixes.
<|file|>airflow/providers/arangodb/README.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agre... |
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