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Add doc and example dag for AWS Step Functions Operators #23062
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56 changes: 56 additions & 0 deletions
56
airflow/providers/amazon/aws/example_dags/example_step_functions.py
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| # 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"); 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 WARRANTIES OR CONDITIONS OF ANY | ||
| # KIND, either express or implied. See the License for the | ||
| # specific language governing permissions and limitations | ||
| # under the License. | ||
| from datetime import datetime | ||
| from os import environ | ||
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| from airflow import DAG | ||
| from airflow.models.baseoperator import chain | ||
| from airflow.providers.amazon.aws.operators.step_function import ( | ||
| StepFunctionGetExecutionOutputOperator, | ||
| StepFunctionStartExecutionOperator, | ||
| ) | ||
| from airflow.providers.amazon.aws.sensors.step_function import StepFunctionExecutionSensor | ||
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| STEP_FUNCTIONS_STATE_MACHINE_ARN = environ.get('STEP_FUNCTIONS_STATE_MACHINE_ARN', 'state_machine_arn') | ||
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| with DAG( | ||
| dag_id='example_step_functions', | ||
| schedule_interval=None, | ||
| start_date=datetime(2021, 1, 1), | ||
| tags=['example'], | ||
| catchup=False, | ||
| ) as dag: | ||
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| # [START howto_operator_step_function_start_execution] | ||
| start_execution = StepFunctionStartExecutionOperator( | ||
| task_id='start_execution', state_machine_arn=STEP_FUNCTIONS_STATE_MACHINE_ARN | ||
| ) | ||
| # [END howto_operator_step_function_start_execution] | ||
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| # [START howto_operator_step_function_execution_sensor] | ||
| wait_for_execution = StepFunctionExecutionSensor( | ||
| task_id='wait_for_execution', execution_arn=start_execution.output | ||
| ) | ||
| # [END howto_operator_step_function_execution_sensor] | ||
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| # [START howto_operator_step_function_get_execution_output] | ||
| get_execution_output = StepFunctionGetExecutionOutputOperator( | ||
| task_id='get_execution_output', execution_arn=start_execution.output | ||
| ) | ||
| # [END howto_operator_step_function_get_execution_output] | ||
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| chain(start_execution, wait_for_execution, get_execution_output) | ||
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78 changes: 78 additions & 0 deletions
78
docs/apache-airflow-providers-amazon/operators/step_functions.rst
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| .. 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"); you may not use this file except in compliance | ||
| with the License. You may obtain a copy of the License at | ||
|
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| .. http://www.apache.org/licenses/LICENSE-2.0 | ||
|
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| .. 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 the License. | ||
|
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| AWS Step Functions Operators | ||
| ============================ | ||
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| `AWS Step Functions <https://aws.amazon.com/step-functions/>`__ makes it easy to coordinate the components | ||
| of distributed applications as a series of steps in a visual workflow. You can quickly build and run state | ||
| machines to execute the steps of your application in a reliable and scalable fashion. | ||
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| Prerequisite Tasks | ||
| ------------------ | ||
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| .. include:: _partials/prerequisite_tasks.rst | ||
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| .. _howto/operator:StepFunctionStartExecutionOperator: | ||
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| AWS Step Functions Start Execution Operator | ||
| """"""""""""""""""""""""""""""""""""""""""" | ||
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| To start a new AWS Step Functions State Machine execution | ||
| use :class:`~airflow.providers.amazon.aws.operators.step_function.StepFunctionStartExecutionOperator`. | ||
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| .. exampleinclude:: /../../airflow/providers/amazon/aws/example_dags/example_step_functions.py | ||
| :language: python | ||
| :dedent: 4 | ||
| :start-after: [START howto_operator_step_function_start_execution] | ||
| :end-before: [END howto_operator_step_function_start_execution] | ||
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| .. _howto/operator:StepFunctionExecutionSensor: | ||
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| AWS Step Functions Execution Sensor | ||
| """"""""""""""""""""""""""""""""""" | ||
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| To wait on the state of an AWS Step Function State Machine execution until it reaches a terminal state you can | ||
| use :class:`~airflow.providers.amazon.aws.sensors.step_function.StepFunctionExecutionSensor`. | ||
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| .. exampleinclude:: /../../airflow/providers/amazon/aws/example_dags/example_step_functions.py | ||
| :language: python | ||
| :dedent: 4 | ||
| :start-after: [START howto_operator_step_function_execution_sensor] | ||
| :end-before: [END howto_operator_step_function_execution_sensor] | ||
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| .. _howto/operator:StepFunctionGetExecutionOutputOperator: | ||
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| AWS Step Functions Get Execution Output Operator | ||
| """""""""""""""""""""""""""""""""""""""""""""""" | ||
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| To fetch the output from an AWS Step Function State Machine execution you can | ||
| use :class:`~airflow.providers.amazon.aws.operators.step_function.StepFunctionGetExecutionOutputOperator`. | ||
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| .. exampleinclude:: /../../airflow/providers/amazon/aws/example_dags/example_step_functions.py | ||
| :language: python | ||
| :dedent: 4 | ||
| :start-after: [START howto_operator_step_function_get_execution_output] | ||
| :end-before: [END howto_operator_step_function_get_execution_output] | ||
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| References | ||
| ---------- | ||
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| For further information, look at: | ||
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| * `Boto3 Library Documentation for Step Functions <https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/stepfunctions.html>`__ |
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