Apache Airflow dags w/ backend configuration bundle.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 

123 lines
4.9 KiB

#
# 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 typing import Any, Dict
import requests
from airflow.exceptions import AirflowException
from airflow.hooks.base import BaseHook
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 function_name: str
:param conn_id: openfaas 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/"
INVOKE_FUNCTION = "/function/"
DEPLOY_FUNCTION = "/system/functions"
UPDATE_FUNCTION = "/system/functions"
def __init__(
self, function_name=None, conn_id: str = "open_faas_default", *args, **kwargs
) -> None:
super().__init__(*args, **kwargs)
self.function_name = function_name
self.conn_id = conn_id
def get_conn(self):
conn = self.get_connection(self.conn_id)
return conn
def deploy_function(
self, overwrite_function_if_exist: bool, body: Dict[str, Any]
) -> None:
"""Deploy OpenFaaS function"""
if overwrite_function_if_exist:
self.log.info(
"Function already exist %s going to update", self.function_name
)
self.update_function(body)
else:
url = self.get_conn().host + self.DEPLOY_FUNCTION
self.log.info("Deploying function %s", url)
response = requests.post(url, body)
if response.status_code != OK_STATUS_CODE:
self.log.error("Response status %d", response.status_code)
self.log.error("Failed to deploy")
raise AirflowException("failed to deploy")
else:
self.log.info("Function deployed %s", self.function_name)
def invoke_async_function(self, body: Dict[str, Any]) -> None:
"""Invoking function asynchronously"""
url = self.get_conn().host + self.INVOKE_ASYNC_FUNCTION + self.function_name
self.log.info("Invoking function asynchronously %s", url)
response = requests.post(url, body)
if response.ok:
self.log.info("Invoked %s", self.function_name)
else:
self.log.error("Response status %d", response.status_code)
raise AirflowException("failed to invoke function")
def invoke_function(self, body: Dict[str, Any]) -> None:
"""Invoking function synchronously, will block until function completes and returns"""
url = self.get_conn().host + self.INVOKE_FUNCTION + self.function_name
self.log.info("Invoking function synchronously %s", url)
response = requests.post(url, body)
if response.ok:
self.log.info("Invoked %s", self.function_name)
self.log.info("Response code %s", response.status_code)
self.log.info("Response %s", response.text)
else:
self.log.error("Response status %d", response.status_code)
raise AirflowException("failed to invoke function")
def update_function(self, body: Dict[str, Any]) -> None:
"""Update OpenFaaS function"""
url = self.get_conn().host + self.UPDATE_FUNCTION
self.log.info("Updating function %s", url)
response = requests.put(url, body)
if response.status_code != OK_STATUS_CODE:
self.log.error("Response status %d", response.status_code)
self.log.error(
"Failed to update response %s", 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) -> bool:
"""Whether OpenFaaS function exists or not"""
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 %s", self.function_name)
return False