http

Example HTTP operator and sensor

Data ProcessingWeb Services


Providers:

Run this DAG

1. Install Astronomer CLISkip if you already have the CLI

2. Initate the project:

3. Copy and paste the code below into a file in the

dags
directory.

4. Add the following to your requirements.txt file:

5. Run the DAG:

#
# 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.
"""Example HTTP operator and sensor"""
import json
from datetime import timedelta
from airflow import DAG
from airflow.providers.http.operators.http import SimpleHttpOperator
from airflow.providers.http.sensors.http import HttpSensor
from airflow.utils.dates import days_ago
default_args = {
'owner': 'airflow',
'depends_on_past': False,
'email': ['airflow@example.com'],
'email_on_failure': False,
'email_on_retry': False,
'retries': 1,
'retry_delay': timedelta(minutes=5),
}
dag = DAG('example_http_operator', default_args=default_args, tags=['example'], start_date=days_ago(2))
dag.doc_md = __doc__
# task_post_op, task_get_op and task_put_op are examples of tasks created by instantiating operators
# [START howto_operator_http_task_post_op]
task_post_op = SimpleHttpOperator(
task_id='post_op',
endpoint='post',
data=json.dumps({"priority": 5}),
headers={"Content-Type": "application/json"},
response_check=lambda response: response.json()['json']['priority'] == 5,
dag=dag,
)
# [END howto_operator_http_task_post_op]
# [START howto_operator_http_task_post_op_formenc]
task_post_op_formenc = SimpleHttpOperator(
task_id='post_op_formenc',
endpoint='post',
data="name=Joe",
headers={"Content-Type": "application/x-www-form-urlencoded"},
dag=dag,
)
# [END howto_operator_http_task_post_op_formenc]
# [START howto_operator_http_task_get_op]
task_get_op = SimpleHttpOperator(
task_id='get_op',
method='GET',
endpoint='get',
data={"param1": "value1", "param2": "value2"},
headers={},
dag=dag,
)
# [END howto_operator_http_task_get_op]
# [START howto_operator_http_task_get_op_response_filter]
task_get_op_response_filter = SimpleHttpOperator(
task_id='get_op_response_filter',
method='GET',
endpoint='get',
response_filter=lambda response: response.json()['nested']['property'],
dag=dag,
)
# [END howto_operator_http_task_get_op_response_filter]
# [START howto_operator_http_task_put_op]
task_put_op = SimpleHttpOperator(
task_id='put_op',
method='PUT',
endpoint='put',
data=json.dumps({"priority": 5}),
headers={"Content-Type": "application/json"},
dag=dag,
)
# [END howto_operator_http_task_put_op]
# [START howto_operator_http_task_del_op]
task_del_op = SimpleHttpOperator(
task_id='del_op',
method='DELETE',
endpoint='delete',
data="some=data",
headers={"Content-Type": "application/x-www-form-urlencoded"},
dag=dag,
)
# [END howto_operator_http_task_del_op]
# [START howto_operator_http_http_sensor_check]
task_http_sensor_check = HttpSensor(
task_id='http_sensor_check',
http_conn_id='http_default',
endpoint='',
request_params={},
response_check=lambda response: "httpbin" in response.text,
poke_interval=5,
dag=dag,
)
# [END howto_operator_http_http_sensor_check]
task_http_sensor_check >> task_post_op >> task_get_op >> task_get_op_response_filter
task_get_op_response_filter >> task_put_op >> task_del_op >> task_post_op_formenc