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from __future__ import annotations

from datetime import datetime

import boto3

from airflow.decorators import task
from airflow.models.baseoperator import chain
from airflow.models.dag import DAG
from import EcsTaskStates
from import EcsRunTaskOperator
from import EcsTaskStateSensor
from airflow.utils.trigger_rule import TriggerRule
from import ENV_ID_KEY, SystemTestContextBuilder

[docs]DAG_ID = "example_ecs_fargate"
# Externally fetched variables:
[docs]SUBNETS_KEY = "SUBNETS" # At least one public subnet is required.
[docs]sys_test_context_task = ( SystemTestContextBuilder() .add_variable(SUBNETS_KEY, split_string=True) .add_variable(SECURITY_GROUPS_KEY, split_string=True) .build() )
[docs]def create_cluster(cluster_name: str) -> None: """Creates an ECS cluster.""" boto3.client("ecs").create_cluster(clusterName=cluster_name)
[docs]def register_task_definition(task_name: str, container_name: str) -> str: """Creates a Task Definition.""" response = boto3.client("ecs").register_task_definition( family=task_name, # CPU and Memory are required for Fargate and are set to the lowest currently allowed values. cpu="256", memory="512", containerDefinitions=[ { "name": container_name, "image": "ubuntu", "workingDirectory": "/usr/bin", "entryPoint": ["sh", "-c"], "command": ["ls"], } ], requiresCompatibilities=["FARGATE"], networkMode="awsvpc", ) return response["taskDefinition"]["taskDefinitionArn"]
[docs]def delete_task_definition(task_definition_arn: str) -> None: """Deletes the Task Definition.""" boto3.client("ecs").deregister_task_definition(taskDefinition=task_definition_arn)
[docs]def delete_cluster(cluster_name: str) -> None: """Deletes the ECS cluster.""" boto3.client("ecs").delete_cluster(cluster=cluster_name)
with DAG( dag_id=DAG_ID, schedule="@once", start_date=datetime(2021, 1, 1), tags=["example"], catchup=False, ) as dag:
[docs] test_context = sys_test_context_task()
env_id = test_context[ENV_ID_KEY] cluster_name = f"{env_id}-test-cluster" container_name = f"{env_id}-test-container" task_definition_name = f"{env_id}-test-definition" create_task_definition = register_task_definition(task_definition_name, container_name) # [START howto_operator_ecs] hello_world = EcsRunTaskOperator( task_id="hello_world", cluster=cluster_name, task_definition=task_definition_name, launch_type="FARGATE", overrides={ "containerOverrides": [ { "name": container_name, "command": ["echo", "hello", "world"], }, ], }, network_configuration={ "awsvpcConfiguration": { "subnets": test_context[SUBNETS_KEY], "securityGroups": test_context[SECURITY_GROUPS_KEY], "assignPublicIp": "ENABLED", }, }, ) # [END howto_operator_ecs] # EcsRunTaskOperator waits by default, setting as False to test the Sensor below. hello_world.wait_for_completion = False # [START howto_sensor_ecs_task_state] # By default, EcsTaskStateSensor waits until the task has started, but the # demo task runs so fast that the sensor misses it. This sensor instead # demonstrates how to wait until the ECS Task has completed by providing # the target_state and failure_states parameters. await_task_finish = EcsTaskStateSensor( task_id="await_task_finish", cluster=cluster_name, task=hello_world.output["ecs_task_arn"], target_state=EcsTaskStates.STOPPED, failure_states={EcsTaskStates.NONE}, ) # [END howto_sensor_ecs_task_state] chain( # TEST SETUP test_context, create_cluster(cluster_name), create_task_definition, # TEST BODY hello_world, await_task_finish, # TEST TEARDOWN delete_task_definition(create_task_definition), delete_cluster(cluster_name), ) from tests.system.utils.watcher import watcher # This test needs watcher in order to properly mark success/failure # when "tearDown" task with trigger rule is part of the DAG list(dag.tasks) >> watcher() from tests.system.utils import get_test_run # noqa: E402 # Needed to run the example DAG with pytest (see: tests/system/
[docs]test_run = get_test_run(dag)

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