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_1600 | combine.txt | 1,600 | 512 | =========
AWS Batch
=========
`AWS Batch <https://aws.amazon.com/batch/>`__ enables you to run batch computing workloads on the AWS Cloud.
Batch computing is a common way for developers, scientists, and engineers to access large amounts of compute
resources. AWS Batch removes the undifferentiated heavy lifting of conf... |
combine_chunk_1601 | combine.txt | 1,601 | 512 | will also need the triggerer component to be available in your
Airflow deployment.
.. _howto/sensor:BatchComputeEnvironmentSensor:
Wait on an AWS Batch compute environment status
===============================================
To wait on the status of an AWS Batch compute environment until it reaches a terminal sta... |
combine_chunk_1602 | combine.txt | 1,602 | 512 | a managed service
that makes it easy for you to run Kubernetes on AWS without needing to stand up or maintain your own
Kubernetes control plane. Kubernetes is an open-source system for automating the deployment, scaling,
and management of containerized applications.
Airflow provides operators to create and interact w... |
combine_chunk_1603 | combine.txt | 1,603 | 512 | you can use
:class:`~airflow.providers.amazon.aws.operators.eks.EksCreateClusterOperator`.
You can also run this operator in deferrable mode by setting ``deferrable`` param to ``True``.
Note: An AWS IAM role with the following permissions is required:
``ec2.amazon.aws.com`` must be in the Trusted Relationships
``... |
combine_chunk_1604 | combine.txt | 1,604 | 512 | .aws.operators.eks.EksCreateNodegroupOperator`.
You can also run this operator in deferrable mode by setting ``deferrable`` param to ``True``.
Note: An AWS IAM role with the following permissions is required:
``ec2.amazon.aws.com`` must be in the Trusted Relationships
``AmazonEC2ContainerRegistryReadOnly`` IAM Po... |
combine_chunk_1605 | combine.txt | 1,605 | 512 | Fargate Profile
=============================
To delete an existing AWS Fargate Profile you can use
:class:`~airflow.providers.amazon.aws.operators.eks.EksDeleteFargateProfileOperator`.
.. exampleinclude:: /../../amazon/tests/system/amazon/aws/example_eks_with_fargate_profile.py
:language: python
:dedent: 4
... |
combine_chunk_1606 | combine.txt | 1,606 | 512 | ExecOperator`
for command, output, XCom, and retry behavior.
.. exampleinclude:: /../../amazon/tests/system/amazon/aws/example_eks_with_nodegroups.py
:language: python
:dedent: 4
:start-after: [START howto_operator_eks_pod_exec]
:end-before: [END howto_operator_eks_pod_exec]
Sensors
-------
.. _howto... |
combine_chunk_1607 | combine.txt | 1,607 | 512 | /api/latest/reference/services/eks.html>`__
<|file|>airflow/providers/amazon/docs/operators/step_functions.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 copyrigh... |
combine_chunk_1608 | combine.txt | 1,608 | 512 | output. When the execution has an error instead,
it returns the error string unchanged if it is not valid JSON. JSON-formatted errors
continue to be decoded to their corresponding Python values.
Fetching an error does not by itself fail the Airflow task. This operator does not wait
for completion or check that the ex... |
combine_chunk_1609 | combine.txt | 1,609 | 512 | KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
=================
Amazon S3 Vectors
=================
Amazon S3 Vectors provides native vector storage in Amazon S3 for AI/ML applications.
Use the operators below to manage S3... |
combine_chunk_1610 | combine.txt | 1,610 | 512 | :start-after: [START howto_operator_s3vectors_delete_vector_bucket]
:end-before: [END howto_operator_s3vectors_delete_vector_bucket]
.. _howto/operator:S3VectorsPutVectorsOperator:
Put Vectors
-----------
To insert vectors into an Amazon S3 Vectors index, use
:class:`~airflow.providers.amazon.aws.operators.s... |
combine_chunk_1611 | combine.txt | 1,611 | 512 | ITTEN!
.. IF YOU WANT TO MODIFY THIS FILE, YOU SHOULD MODIFY THE TEMPLATE
`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-amazon
------------------... |
combine_chunk_1612 | combine.txt | 1,612 | 512 | ag_id }} failed",
target_arn="arn:aws:sns:us-west-2:123456789098:TopicName",
)
task_failure_sns_notification = send_sns_notification(
aws_conn_id="aws_default",
region_name="eu-west-2",
message="The task {{ ti.task_id }} failed",
target_arn="arn:aws:sns:us-west-2:12345678... |
combine_chunk_1613 | combine.txt | 1,613 | 512 | 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 per... |
combine_chunk_1614 | combine.txt | 1,614 | 512 | qsNotifier:
How-to Guide for Amazon Simple Queue Service (Amazon SQS) notifications
=======================================================================
Introduction
------------
`Amazon SQS <https://aws.amazon.com/sqs/>`__ notifier :class:`~airflow.providers.amazon.aws.notifications.sqs.SqsNotifier`
allows users ... |
combine_chunk_1615 | combine.txt | 1,615 | 512 | implied. See the License for the
specific language governing permissions and limitations
under the License.
.. include:: /../../../devel-common/src/sphinx_exts/includes/installing-providers-from-sources.rst
<|file|>airflow/providers/amazon/docs/transfer/glacier_to_gcs.rst
.. Licensed to the Apache Software... |
combine_chunk_1616 | combine.txt | 1,616 | 512 | /glacier.html>`__
* `Google Cloud Storage client library <https://googleapis.dev/python/storage/latest/client.html>`__
<|file|>airflow/providers/amazon/docs/transfer/index.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed... |
combine_chunk_1617 | combine.txt | 1,617 | 512 | Amazon S3 transfer operator
===================================
This operator loads data from a SFTP server to an Amazon S3 file.
To get more information about this operator visit:
:class:`~airflow.providers.amazon.aws.transfers.sftp_to_s3.SFTPToS3Operator`
Example usage:
.. exampleinclude:: /../../amazon/tests/sy... |
combine_chunk_1618 | combine.txt | 1,618 | 512 | /../../amazon/tests/system/amazon/aws/example_mongo_to_s3.py
:language: python
:dedent: 4
:start-after: [START howto_transfer_mongo_to_s3]
:end-before: [END howto_transfer_mongo_to_s3]
You can find more information about ``PyMongo`` used by Airflow to communicate with MongoDB
`here <https://pymongo.re... |
combine_chunk_1619 | combine.txt | 1,619 | 512 | : [START howto_transfer_http_to_s3]
:end-before: [END howto_transfer_http_to_s3]
Reference
---------
* `AWS boto3 library documentation for Amazon S3 <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/s3.html>`__
<|file|>airflow/providers/amazon/docs/transfer/redshift_to_s3.rst
.. Licen... |
combine_chunk_1620 | combine.txt | 1,620 | 512 | documentation <https://docs.aws.amazon.com/redshift/latest/dg/r_UNLOAD.html>`__
* `AWS boto3 library documentation for Amazon Redshift <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/redshift.html>`__
* `AWS boto3 library documentation for Amazon S3 <https://boto3.amazonaws.com/v1/documenta... |
combine_chunk_1621 | combine.txt | 1,621 | 512 | >`__
<|file|>airflow/providers/amazon/docs/transfer/local_to_s3.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_1622 | combine.txt | 1,622 | 512 | .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 distributed under the License is distributed on an
"AS ... |
combine_chunk_1623 | combine.txt | 1,623 | 512 | <|file|>airflow/providers/amazon/docs/transfer/s3_to_redshift.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
t... |
combine_chunk_1624 | combine.txt | 1,624 | 512 | parameters-data-source-s3.html>`__.
Reference
---------
* `AWS COPY from Amazon S3 documentation <https://docs.aws.amazon.com/us_en/redshift/latest/dg/copy-parameters-data-source-s3.html>`__
* `AWS boto3 library documentation for Amazon S3 <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/s3... |
combine_chunk_1625 | combine.txt | 1,625 | 512 | : [START howto_transfer_hive_to_dynamodb]
:end-before: [END howto_transfer_hive_to_dynamodb]
Reference
---------
* `Apache Hive language manual <https://cwiki.apache.org/confluence/display/Hive/LanguageManual+Commands>`__
* `AWS boto3 library documentation for Amazon DynamoDB <https://boto3.amazonaws.com/v1/docum... |
combine_chunk_1626 | combine.txt | 1,626 | 512 | an Amazon S3 file.
To get more information about this operator visit:
:class:`~airflow.providers.amazon.aws.transfers.sql_to_s3.SqlToS3Operator`
Example usage:
.. exampleinclude:: /../../amazon/tests/system/amazon/aws/example_sql_to_s3.py
:language: python
:dedent: 4
:start-after: [START howto_transfer_... |
combine_chunk_1627 | combine.txt | 1,627 | 512 | .com/v1/documentation/api/latest/reference/services/s3.html>`__
<|file|>airflow/providers/amazon/docs/transfer/s3_to_sftp.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
reg... |
combine_chunk_1628 | combine.txt | 1,628 | 512 | _ftp.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 (the
"Lic... |
combine_chunk_1629 | combine.txt | 1,629 | 512 | 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 express or impl... |
combine_chunk_1630 | combine.txt | 1,630 | 512 | 3Operator`` to recover data from a point in time.
Full export example usage:
.. exampleinclude:: /../../amazon/tests/system/amazon/aws/example_dynamodb_to_s3.py
:language: python
:dedent: 4
:start-after: [START howto_transfer_dynamodb_to_s3_in_some_point_in_time_full_export]
:end-before: [END howto_tr... |
combine_chunk_1631 | combine.txt | 1,631 | 512 | to/operator:GoogleApiToS3Operator:
Google Sheets to Amazon S3 transfer operator
============================================
This example loads data from Google Sheets and save it to an Amazon S3 file.
.. exampleinclude:: /../../amazon/tests/system/amazon/aws/example_google_api_sheets_to_s3.py
:language: python
... |
combine_chunk_1632 | combine.txt | 1,632 | 512 | .google.com/youtube/v3/docs>`__
* `AWS boto3 library documentation for Amazon S3 <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/s3.html>`__
<|file|>airflow/providers/amazon/docs/transfer/imap_attachment_to_s3.rst
.. Licensed to the Apache Software Foundation (ASF) under one
or more co... |
combine_chunk_1633 | combine.txt | 1,633 | 512 | .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 (the
"License... |
combine_chunk_1634 | combine.txt | 1,634 | 512 | 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 License for... |
combine_chunk_1635 | combine.txt | 1,635 | 512 | 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 express or implied. See the ... |
combine_chunk_1636 | combine.txt | 1,636 | 512 | the License for the
specific language governing permissions and limitations
under the License.
===================================================
Azure Blob Storage to Amazon S3 transfer operator
===================================================
Use the ``AzureBlobStorageToS3Operator`` transfer to copy th... |
combine_chunk_1637 | combine.txt | 1,637 | 512 | Service (S3) bucket
to an existing or new Amazon DynamoDB table.
Prerequisite Tasks
------------------
.. include:: ../_partials/prerequisite_tasks.rst
Operators
---------
.. _howto/transfer:S3ToDynamoDBOperator:
Amazon S3 To DynamoDB transfer operator
==============================================
This operator... |
combine_chunk_1638 | combine.txt | 1,638 | 512 | 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, WITHOUT WARR... |
combine_chunk_1639 | combine.txt | 1,639 | 512 | -east-1"}``
on install. This means that by default the ``aws_default`` connection used the ``us-east-1`` region.
This is no longer the case and the region needs to be set manually, either in the connection screens in Airflow,
or via the ``AWS_DEFAULT_REGION`` environment variable.
.. caution:: If you do no... |
combine_chunk_1640 | combine.txt | 1,640 | 512 | file settings <https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-files.html#cli-configure-files-settings>`__.
The following extra parameters are used for `assume role <https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRole.html>`__:
* ``role_arn``: If specified, then assume this role... |
combine_chunk_1641 | combine.txt | 1,641 | 512 | * ``endpoint_url``: Global Endpoint URL for the connection. You could specify endpoint url per AWS service by utilize
``service_config``, for more details please refer to :ref:`howto/connection:aws:per-service-endpoint-configuration`
* ``verify``: Whether or not to verify SSL certificates.
* ``Fals... |
combine_chunk_1642 | combine.txt | 1,642 | 512 | profile
^^^^^^^^^^^^^^^^^^^^^^
This will use boto's default credential look-up chain (the profile named "default" from the ~/.boto/ config files,
and instance profile when running inside AWS)
**URI format example**
.. code-block:: bash
export AIRFLOW_CONN_AWS_DEFAULT=aws://
**JSON format example**
... |
combine_chunk_1643 | combine.txt | 1,643 | 512 | -block:: json
{
"role_arn": "arn:aws:iam::112223334444:role/my_role",
"assume_role_method": "assume_role_with_web_identity",
"assume_role_with_web_identity_federation": "file",
"assume_role_with_web_identity_token_file": "/path/to/access_token"
}
5. Using AssumeRoleWithSAML
.. code-bl... |
combine_chunk_1644 | combine.txt | 1,644 | 512 | on PyPI.
* ``idp_request_kwargs``: Additional ``kwargs`` passed to ``requests`` when requesting from the IDP (over HTTP/S).
* ``idp_request_retry_kwargs``: Additional ``kwargs`` to construct a
`urllib3.util.Retry <https://urllib3.readthedocs.io/en/stable/reference/urllib3.util.html#urllib3.util.Retry>`_
... |
combine_chunk_1645 | combine.txt | 1,645 | 512 | ^^^^^
.. _howto/connection:aws:per-service-endpoint-configuration:
AWS Service Endpoint URL configuration
""""""""""""""""""""""""""""""""""""""
To use ``endpoint_url`` per specific AWS service in the single connection you might setup it in service config.
For enforce to default ``botocore``/``boto3`` behaviour you ... |
combine_chunk_1646 | combine.txt | 1,646 | 512 | Avoid Throttling exceptions
---------------------------
Amazon Web Services have quota limits for simultaneous API call as result with frequent calls
``apache-airflow-providers-amazon`` components might fail during execution with a
throttling exception, e.g. *ThrottlingException*, *ProvisionedThroughputExceededExcepti... |
combine_chunk_1647 | combine.txt | 1,647 | 512 | _session`` method depending on your needs.
You will also need to add configuration for ``AwsBaseHook`` to use the custom implementation by their full path.
Example
^^^^^^^
**Configuration**:
.. code-block:: ini
[aws]
session_factory = my_company.aws.MyCustomSessionFactory
**Connection extra field**:
..... |
combine_chunk_1648 | combine.txt | 1,648 | 512 | "]
expiry_time = credentials["Expiration"]
self.log.info(
f"New federated AWS credentials received with aws_access_key_id={access_key_id} and "
f"expiry_time={expiry_time} for connection {self.conn.conn_id}"
)
return {
"acce... |
combine_chunk_1649 | combine.txt | 1,649 | 512 | and then choose **Next: Permissions**.
7. Select the policy to use for the permissions policy or choose **Create policy** to open a new browser tab and create a new policy from scratch. For more information, see `Creating IAM Policy <https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_create-console.html#... |
combine_chunk_1650 | combine.txt | 1,650 | 512 | should configure the connection in Airflow.
Terraform
"""""""""
In order to quickly configure a new role, you can use the following Terraform script, which configures
AWS roles along with the assigned policy.
Before using it, you need correct the variables in the ``locals`` section to suit your environment:
* ``goo... |
combine_chunk_1651 | combine.txt | 1,651 | 512 | .assume_role_policy.json
}
# terraform import aws_iam_role.role_web_identity "WebIdentity-Role"
data "aws_iam_policy_document" "web_identity_bucket_policy_document" {
statement {
effect = "Allow"
actions = [
"s3:ListAllMyBuckets"
]
resources = ["*"]
}
... |
combine_chunk_1652 | combine.txt | 1,652 | 512 | FLOW_CONN_{CONN_ID}`.
.. code-block:: bash
export AIRFLOW_CONN_AWS_DEFAULT="aws://\
?role_arn=arn%3Aaws%3Aiam%3A%3A240057002457%3Arole%2FWebIdentity-Role&\
assume_role_method=assume_role_with_web_identity&\
assume_role_with_web_identity_federation=google&\
assume_role_with_web_identity_federation_... |
combine_chunk_1653 | combine.txt | 1,653 | 512 | eksctl.io/>`_ is a simple CLI tool for creating and managing clusters on EKS. Follow the steps to create IRSA for Airflow.
1. `Install eksctl <https://docs.aws.amazon.com/eks/latest/userguide/eksctl.html>`_ in your local machine.
2. Setup AWS credentials in your terminal to run ``eksctl`` commands.
3. The IAM OIDC Pro... |
combine_chunk_1654 | combine.txt | 1,654 | 512 | {
source = "github.com/aws-ia/terraform-aws-eks-blueprints//modules/irsa"
eks_cluster_id = "<EKS_CLUSTER_ID>"
eks_oidc_provider_arn = "<EKS_CLUSTER_OIDC_PROVIDER_ARN>"
irsa_iam_policies = ["<IAM_POLICY_ARN>"]
kubernetes_namespace = "<NAMESPACE>"
kube... |
combine_chunk_1655 | combine.txt | 1,655 | 512 | specific language governing permissions and limitations
under the License.
.. _howto/connection:chime:
Amazon Chime Connection
==========================
`Amazon Chime <https://aws.amazon.com/chime/>`__ connection works with
`Chime Incoming Webhooks <https://docs.aws.amazon.com/chime/latest/ag/webhooks.html>... |
combine_chunk_1656 | combine.txt | 1,656 | 512 | r:
Amazon Elastic MapReduce (EMR) Connection
=========================================
.. note::
This connection type is only used to store parameters to Start EMR Cluster (`run_job_flow` boto3 EMR client method).
This connection not intend to store any credentials for ``boto3`` client, if you try to pass any
... |
combine_chunk_1657 | combine.txt | 1,657 | 512 | , or using an Identity Provider (IdP) plugin.
Default Connection IDs
----------------------
The default connection ID is ``redshift_default``.
Configuring the Connection
--------------------------
Host (optional)
Specify the Amazon Redshift cluster endpoint.
Schema (optional)
Specify the Amazon Redshift databa... |
combine_chunk_1658 | combine.txt | 1,658 | 512 | "awsuser",
"database": "dev",
"profile": "default"
}
If you want to use IAM with Amazon Redshift Serverless, you need to set **is_serverless** to true and provide
**serverless_work_group**. You can also set **serverless_token_duration_seconds** to specify the number of seconds
until the returned tempo... |
combine_chunk_1659 | combine.txt | 1,659 | 512 | class:`~airflow.providers.duckdb.operators.duckdb.DuckDBExecuteQueryOperator` as ``conn_id``, and its
type is also what selects :class:`~airflow.providers.amazon.aws.hooks.duckdb.AwsDuckDBHook`.
* An :ref:`AWS connection <howto/connection:aws>` gives the region and endpoint, and also the credentials
(keys, a ``role... |
combine_chunk_1660 | combine.txt | 1,660 | 512 | connection. The secret then gets a region and endpoint
only from this connection's own keys, such as ``region_name`` and ``s3_endpoint_url``, and
``config`` takes credentials from boto3's default chain. ``credential_chain`` takes
credentials from the environment either way.
* ``region_name``: reg... |
combine_chunk_1661 | combine.txt | 1,661 | 512 | /docs/connections/athena.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, Versi... |
combine_chunk_1662 | combine.txt | 1,662 | 512 | to that
for additional information about configuring the connection.
<|file|>airflow/providers/amazon/docs/bundles/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
reg... |
combine_chunk_1663 | combine.txt | 1,663 | 512 | (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 (the
"License"); you may not use this file except in compliance
... |
combine_chunk_1664 | combine.txt | 1,664 | 512 | you instead want to send an email as a Dag task, use the
:ref:`SesEmailOperator <howto/operator:SesEmailOperator>` documented in :doc:`operators/ses`.
Follow the steps below to enable it:
1. Install the ``amazon`` provider as part of your Airflow installation:
.. code-block:: bash
pip install 'apache-a... |
combine_chunk_1665 | combine.txt | 1,665 | 512 | ockerfile>`__
.. |configKwargs| replace:: SUBMIT_JOB_KWARGS
==================
AWS Batch Executor
==================
This is an Airflow executor powered by Amazon Batch. Each task scheduled by Airflow is run inside a
separate container, scheduled by Batch. Some benefits of an executor like this include:
1. Scalabili... |
combine_chunk_1666 | combine.txt | 1,666 | 512 | : .. END CONFIG_OPTIONS_PRECEDENCE
.. note::
``executor_config`` is an optional parameter that can be provided to operators. It is a dictionary type and in the context of the Batch Executor it represents a ``submit_job_kwargs`` configuration which is then updated over-top of the ``submit_job_kwargs`` specified in A... |
combine_chunk_1667 | combine.txt | 1,667 | 512 | able to select a Job Role and an Execution
Role. The Execution Role is the role that is used by the container
agent to make AWS API requests on your behalf. Depending on what compute is being
used by the Batch Executor, the appropriate policy needs to be attached to the Execution Role.
Additionally, the role also need... |
combine_chunk_1668 | combine.txt | 1,668 | 512 | LOADING_DAGS_FROM_LOCAL
:end-before: .. END LOADING_DAGS_FROM_LOCAL
.. include:: general.rst
:start-after: .. BEGIN DEPENDENCIES
:end-before: .. END DEPENDENCIES
Building Image for AWS Batch Executor
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Detailed instructions on how to use the Docker image, that you have
crea... |
combine_chunk_1669 | combine.txt | 1,669 | 512 | preferred method). Airflow will then use these credentials
*specifically* for interacting with your chosen remote logging
destination.
.. note::
Configuration options must be consistent across all the hosts/environments running the Airflow components (Scheduler, Webserver, Executor managed resources, e... |
combine_chunk_1670 | combine.txt | 1,670 | 512 | Environment
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
1. Choose a name for the compute environment, tags and any appropriate instance configuration.
Here, you may select the minimum, maximum and desired number of vCPU's, as well as the type of
EC2 instances you would like to use.
2. For Instance Role, choose to create a ne... |
combine_chunk_1671 | combine.txt | 1,671 | 512 | , click Create Resources.
Allow Containers to Access RDS Database
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
As a final step, access to the database must be configured for the containers managed by Batch. Many different networking configurations are possible, but one possible approach is:
1. Log in to your AWS Manageme... |
combine_chunk_1672 | combine.txt | 1,672 | 512 | under the License.
Amazon Executors
================
You can run more than one Amazon executor side by side, see
:ref:`apache-airflow:using-multiple-executors-concurrently`.
.. toctree::
:maxdepth: 1
ECS Executor <ecs-executor>
Batch Executor <batch-executor>
EKS Executor <eks-executor>
L... |
combine_chunk_1673 | combine.txt | 1,673 | 512 | Cost effective: Compute resources only exist for the lifetime of the
Airflow task itself. This saves costs by not requiring
persistent/long lived workers ready at all times, which also need
maintenance and patching.
For a quick start guide please see :ref:`here <setup_guide>`, it will
get you up and running ... |
combine_chunk_1674 | combine.txt | 1,674 | 512 | in the ECS Task Definition. Required.
- REGION_NAME - The name of the AWS Region where Amazon ECS is configured.
Required.
Optional config options:
~~~~~~~~~~~~~~~~~~~~~~~~
- ASSIGN_PUBLIC_IP - Whether to assign a public IP address to the
containers launched by the ECS executor. Defaults to "False".
- AWS_C... |
combine_chunk_1675 | combine.txt | 1,675 | 512 | which essentially applies Python update to each nested dictionary in the configuration. Loosely approximated as: ``run_task_kwargs.update(exec_config)``
.. _dockerfile_for_ecs_executor:
.. include:: general.rst
:start-after: .. BEGIN DOCKERFILE
:end-before: .. END DOCKERFILE
The most secure method is to use IA... |
combine_chunk_1676 | combine.txt | 1,676 | 512 | :: general.rst
:start-after: .. BEGIN BASE_IMAGE
:end-before: .. END BASE_IMAGE
.. include:: general.rst
:start-after: .. BEGIN LOADING_DAGS_OVERVIEW
:end-before: .. END LOADING_DAGS_OVERVIEW
.. include:: general.rst
:start-after: .. BEGIN LOADING_DAGS_FROM_S3
:end-before: .. END LOADING_DAGS_FROM_S3
.. ... |
combine_chunk_1677 | combine.txt | 1,677 | 512 | Files <https://docs.aws.amazon.com/AmazonECS/latest/developerguide/taskdef-envfiles.html>`__
- You must have credentials configured within the container to be able
to interact with the remote service for your logs (e.g. S3,
CloudWatch Logs, etc). This can be done in many ways. Some examples
include, bu... |
combine_chunk_1678 | combine.txt | 1,678 | 512 | with `ECS Service
Quotas <https://docs.aws.amazon.com/AmazonECS/latest/developerguide/service-quotas.html>`__.
When running this executor, and Airflow generally, at a large scale
there are some configuration options to take into consideration. Many of
the below configurations will either limit how many tasks can run
... |
combine_chunk_1679 | combine.txt | 1,679 | 512 | create a Task Definition for the ECS Cluster that will work with Apache Airflow, you will need a Docker image that is properly configured. See the :ref:`Dockerfile <dockerfile_for_ecs_executor>` section for instructions on how to do that.
Once the image is built, it needs to be put in a repository where it can be pul... |
combine_chunk_1680 | combine.txt | 1,680 | 512 | see `here <https://airflow.apache.org/docs/apache-airflow/stable/configurations-ref.html>`__), the ECS executor (see :ref:`here <config-options>`) or for remote logging (see :ref:`here <logging>`). Note that any configuration changes should be made across the entire Airflow environment to keep configuration consistent.... |
combine_chunk_1681 | combine.txt | 1,681 | 512 | TASK_INSTANCE_IDENTITY
<|file|>airflow/providers/amazon/docs/executors/lambda-executor.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 AS... |
combine_chunk_1682 | combine.txt | 1,682 | 512 | ing.
For a quick start guide please see :ref:`here <lambda_setup_guide>`, it will
get you up and running with a basic configuration. Both an example Dockerfile
(found |dockerfileLink|) and Lambda invocation handler (found |appHandlerLink|)
are provided. The below sections provide more generic details about configurati... |
combine_chunk_1683 | combine.txt | 1,683 | 512 | `here <https://airflow.apache.org/docs/apache-airflow/stable/configurations-ref.html>`__ for more details on setting configurations.
In the case of conflicts, the order of precedence from lowest to highest is:
1. Load default values for options which have defaults.
2. Load any values explicitly provided through airf... |
combine_chunk_1684 | combine.txt | 1,684 | 512 | publish messages to the SQS queues and to write to CloudWatchLogs
or S3 if using AWS remote logging and/or using S3 to synchronize Dags
(e.g. ``CloudWatchLogsFullAccess`` or ``CloudWatchLogsFullAccessV2``).
The AWS credentials used on the Scheduler need permissions to
describe and invoke Lambda functions as well as to... |
combine_chunk_1685 | combine.txt | 1,685 | 512 | has to write under ``/tmp``.
A Lambda function also starts with no ``HOME`` set. Airflow itself does not need one, but third
party libraries commonly write caches, credentials or downloaded components under the user's home
directory and fail outright when it is missing. DuckDB is one example: installing an extension
... |
combine_chunk_1686 | combine.txt | 1,686 | 512 | _guide>`.
.. _lamba_logging:
.. include:: general.rst
:start-after: .. BEGIN LOGGING
:end-before: .. END LOGGING
- The configuration options for Airflow remote logging should be
configured on all hosts and containers running Airflow. For example
the Webserver requires this config so that it can fetch logs... |
combine_chunk_1687 | combine.txt | 1,687 | 512 | .apache.org/docs/apache-airflow/stable/configurations-ref.html>`__ for more details on setting configurations.
.. _lambda_logging:
Lambda Logging
~~~~~~~~~~~~~~~~
Lambda will send logging information to CloudWatch Logs for the Function
invocations themselves. These logs will include the Airflow Task Operator
logging... |
combine_chunk_1688 | combine.txt | 1,688 | 512 | Service.
2. Click "Create queue".
3. Select "Standard" as the queue type.
4. Provide a name for the queue, and select the defaults that work for your use case.
2. Click Create.
Create Function
~~~~~~~~~~~~~~~
Finally create the function:
1. Log in to your AWS Management Console and navigate to the AWS Lambda Se... |
combine_chunk_1689 | combine.txt | 1,689 | 512 | SQL_ALCHEMY_CONN=<postgres-connection-string>
export AIRFLOW__AWS_LAMBDA_EXECUTOR__FUNCTION_NAME=<lambda-function-name>
export AIRFLOW__AWS_LAMBDA_EXECUTOR__QUEUE_URL=<sqs_queue_url>
export AIRFLOW__AWS_LAMBDA_EXECUTOR__DEAD_LETTER_QUEUE_URL=<sqs_dlq_queue_url>
.. include:: general.rst
:start-after: .. ... |
combine_chunk_1690 | combine.txt | 1,690 | 512 | DOCKERFILE
Dockerfile for AWS |executorName| Executor
------------------------------------------
An example Dockerfile can be found |dockerfileLink|, it creates an
image that can be used by AWS |executorName| to run Airflow tasks using
the AWS |executorName| Executor in Apache Airflow. The image supports AWS CLI/API... |
combine_chunk_1691 | combine.txt | 1,691 | 512 | _secret_access_key=YOUR_SECRET_KEY \
--build-arg aws_default_region=YOUR_DEFAULT_REGION \
--build-arg aws_session_token=YOUR_SESSION_TOKEN .
Replace ``YOUR_ACCESS_KEY``, ``YOUR_SECRET_KEY``,
``YOUR_SESSION_TOKEN``, and ``YOUR_DEFAULT_REGION`` with valid AWS
credentials.
.. END DOCKERFILE_AUTH_SECOND_METHOD
.... |
combine_chunk_1692 | combine.txt | 1,692 | 512 | container_dag_path`` as a build argument if you want to store
the Dags in a directory other than ``/opt/airflow/dags``.
Add ``--build-arg s3_uri=YOUR_S3_URI`` in the docker build command.
Replace ``YOUR_S3_URI`` with the URI of your S3 bucket. Make sure you
have the appropriate permissions to read from the bucket.
No... |
combine_chunk_1693 | combine.txt | 1,693 | 512 | install`` to
install the dependencies on the container.
.. END DEPENDENCIES
.. BEGIN LOGGING
Logging
-------
Airflow tasks executed via this executor run within
the configured VPC. This means that logs are not directly accessible to
the Airflow UI, after task completion, the logs would be permanently lost.
Remote... |
combine_chunk_1694 | combine.txt | 1,694 | 512 | " tab of the RDS instance, find the link to the VPC security group for your new RDS DB instance.
2. Create an inbound rule that allows traffic from your IP address(es) on TCP port 5432 (PostgreSQL).
3. Confirm that you can connect to the DB after modifying the security group. This will require having ``psql`` install... |
combine_chunk_1695 | combine.txt | 1,695 | 512 | script should be run on the host(s) running the Airflow Scheduler and Webserver, before those processes are started.
The script sets environment variables that configure Airflow to use the |executorName| Executor and provide necessary information for task execution. Any other configuration changes made (such as for r... |
combine_chunk_1696 | combine.txt | 1,696 | 512 | Amazon EKS cluster.
It extends the Kubernetes executor from the ``cncf.kubernetes`` provider, so pod scheduling,
pod templates, per-task pod overrides, log handling and requirements such as a database
backend other than SQLite are all as described in
:doc:`apache-airflow-providers-cncf-kubernetes:kubernetes_executor`... |
combine_chunk_1697 | combine.txt | 1,697 | 512 | credentials file or a secrets backend that stores them in the connection, the executor picks
up the new keys without a restart. When the old keys stop working, the scheduler may log a
warning that the cluster rejected the token, and the request is retried once with the new keys.
Before it accepts any tasks, the execu... |
combine_chunk_1698 | combine.txt | 1,698 | 512 | ubernetes:config:kubernetes_executor__pod_template_file`,
:ref:`apache-airflow-providers-cncf-kubernetes:config:kubernetes_executor__worker_container_repository`,
:ref:`apache-airflow-providers-cncf-kubernetes:config:kubernetes_executor__worker_container_tag`, and
:ref:`apache-airflow-providers-cncf-kubernetes:config:k... |
combine_chunk_1699 | combine.txt | 1,699 | 512 | the worker pods need an IAM role, for
example through EKS Pod Identity, that can write to the log destination.
.. _eks_setup_guide:
Setting up an EKS Executor for Apache Airflow
---------------------------------------------
.. _eks_grant_access:
Grant access to the cluster
~~~~~~~~~~~~~~~~~~~~~~~~~~~
Create an... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.