[AIRFLOW-3411] Add OpenFaaS hook (#4267)

This commit is contained in:
tal181 2018-12-13 03:23:47 +02:00 коммит произвёл Kaxil Naik
Родитель a8386233aa
Коммит d7c954c97e
3 изменённых файлов: 232 добавлений и 0 удалений

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@ -0,0 +1,99 @@
# -*- coding: utf-8 -*-
#
# 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 airflow.hooks.base_hook import BaseHook
import requests
from airflow import AirflowException
OK_STATUS_CODE = 202
class OpenFaasHook(BaseHook):
"""
Interact with Openfaas to query, deploy, invoke and update function
:param function_name: Name of the function, Defaults to None
:type query: str
:param conn_id: openfass connection to use, Defaults to open_faas_default
for example host : http://openfaas.faas.com, Conn Type : Http
:type conn_id: str
"""
GET_FUNCTION = "/system/function/"
INVOKE_ASYNC_FUNCTION = "/async-function/"
DEPLOY_FUNCTION = "/system/functions"
UPDATE_FUNCTION = "/system/functions"
def __init__(self,
function_name=None,
conn_id='open_faas_default',
*args, **kwargs):
self.function_name = function_name
self.conn_id = conn_id
super(BaseHook, self).__init__(*args, **kwargs)
def get_conn(self):
conn = self.get_connection(self.conn_id)
return conn
def deploy_function(self, overwrite_function_if_exist, body):
if overwrite_function_if_exist:
self.log.info("Function already exist " + self.function_name + " going to update")
self.update_function(body)
else:
url = self.get_conn().host + self.DEPLOY_FUNCTION
self.log.info("Deploying function " + url)
response = requests.post(url, body)
if (response.status_code != OK_STATUS_CODE):
self.log.error("Response status " + str(response.status_code))
self.log.error("Failed to deploy")
raise AirflowException('failed to deploy')
else:
self.log.info("Function deployed " + self.function_name)
def invoke_async_function(self, body):
url = self.get_conn().host + self.INVOKE_ASYNC_FUNCTION + self.function_name
self.log.info("Invoking function " + url)
response = requests.post(url, body)
if (response.ok):
self.log.info("Invoked " + self.function_name)
else:
self.log.error("Response status " + str(response.status_code))
raise AirflowException('failed to invoke function')
def update_function(self, body):
url = self.get_conn().host + self.UPDATE_FUNCTION
self.log.info("Updating function " + url)
response = requests.put(url, body)
if (response.status_code != OK_STATUS_CODE):
self.log.error("Response status " + str(response.status_code))
self.log.error("Failed to update response " + response.content.decode("utf-8"))
raise AirflowException('failed to update ' + self.function_name)
else:
self.log.info("Function was updated")
def does_function_exist(self):
url = self.get_conn().host + self.GET_FUNCTION + self.function_name
response = requests.get(url)
if (response.ok):
return True
else:
self.log.error("Failed to find function " + self.function_name)
return False

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@ -445,6 +445,7 @@ Community contributed hooks
.. autoclass:: airflow.contrib.hooks.jenkins_hook.JenkinsHook .. autoclass:: airflow.contrib.hooks.jenkins_hook.JenkinsHook
.. autoclass:: airflow.contrib.hooks.jira_hook.JiraHook .. autoclass:: airflow.contrib.hooks.jira_hook.JiraHook
.. autoclass:: airflow.contrib.hooks.mongo_hook.MongoHook .. autoclass:: airflow.contrib.hooks.mongo_hook.MongoHook
.. autoclass:: airflow.contrib.hooks.openfaas_hook.OpenFaasHook
.. autoclass:: airflow.contrib.hooks.pinot_hook.PinotDbApiHook .. autoclass:: airflow.contrib.hooks.pinot_hook.PinotDbApiHook
.. autoclass:: airflow.contrib.hooks.qubole_hook.QuboleHook .. autoclass:: airflow.contrib.hooks.qubole_hook.QuboleHook
.. autoclass:: airflow.contrib.hooks.redis_hook.RedisHook .. autoclass:: airflow.contrib.hooks.redis_hook.RedisHook

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# -*- coding: utf-8 -*-
#
# 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.
#
import unittest
import requests_mock
from airflow.models import Connection
from airflow.contrib.hooks.openfaas_hook import OpenFaasHook
from airflow.hooks.base_hook import BaseHook
from airflow import configuration, AirflowException
try:
from unittest import mock
except ImportError:
try:
import mock
except ImportError:
mock = None
FUNCTION_NAME = "function_name"
class TestOpenFaasHook(unittest.TestCase):
GET_FUNCTION = "/system/function/"
INVOKE_ASYNC_FUNCTION = "/async-function/"
DEPLOY_FUNCTION = "/system/functions"
UPDATE_FUNCTION = "/system/functions"
def setUp(self):
configuration.load_test_config()
self.hook = OpenFaasHook(function_name=FUNCTION_NAME)
self.mock_response = {'ans': 'a'}
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_is_function_exist_false(self, mock_get_connection, m):
m.get("http://open-faas.io" + self.GET_FUNCTION + FUNCTION_NAME,
json=self.mock_response, status_code=404)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
does_function_exist = self.hook.does_function_exist()
self.assertFalse(does_function_exist)
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_is_function_exist_true(self, mock_get_connection, m):
m.get("http://open-faas.io" + self.GET_FUNCTION + FUNCTION_NAME,
json=self.mock_response, status_code=202)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
does_function_exist = self.hook.does_function_exist()
self.assertTrue(does_function_exist)
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_update_function_true(self, mock_get_connection, m):
m.put("http://open-faas.io" + self.UPDATE_FUNCTION, json=self.mock_response, status_code=202)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
update_function_ans = self.hook.update_function({})
self.assertEqual(update_function_ans, None)
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_update_function_false(self, mock_get_connection, m):
m.put("http://open-faas.io" + self.UPDATE_FUNCTION, json=self.mock_response, status_code=400)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
with self.assertRaises(AirflowException) as context:
self.hook.update_function({})
self.assertIn('failed to update ' + FUNCTION_NAME, str(context.exception))
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_invoke_async_function_false(self, mock_get_connection, m):
m.post("http://open-faas.io" + self.INVOKE_ASYNC_FUNCTION + FUNCTION_NAME, json=self.mock_response,
status_code=400)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
with self.assertRaises(AirflowException) as context:
self.hook.invoke_async_function({})
self.assertIn('failed to invoke function', str(context.exception))
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_invoke_async_function_true(self, mock_get_connection, m):
m.post("http://open-faas.io" + self.INVOKE_ASYNC_FUNCTION + FUNCTION_NAME, json=self.mock_response,
status_code=202)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
self.assertEqual(self.hook.invoke_async_function({}), None)
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_deploy_function_function_already_exist(self, mock_get_connection, m):
m.put("http://open-faas.io/" + self.UPDATE_FUNCTION, json=self.mock_response, status_code=202)
mock_connection = Connection(host="http://open-faas.io/")
mock_get_connection.return_value = mock_connection
self.assertEqual(self.hook.deploy_function(True, {}), None)
@mock.patch.object(BaseHook, 'get_connection')
@requests_mock.mock()
def test_deploy_function_function_not_exist(self, mock_get_connection, m):
m.post("http://open-faas.io" + self.DEPLOY_FUNCTION, json={}, status_code=202)
mock_connection = Connection(host="http://open-faas.io")
mock_get_connection.return_value = mock_connection
self.assertEqual(self.hook.deploy_function(False, {}), None)
if __name__ == '__main__':
unittest.main()