Apache Airflow dags w/ backend configuration bundle.
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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 typing import Optional
from airflow.hooks.dbapi import DbApiHook
from airflow.models.connection import Connection as AirflowConnection
from es.elastic.api import Connection as ESConnection
from es.elastic.api import connect
class ElasticsearchHook(DbApiHook):
"""Interact with Elasticsearch through the elasticsearch-dbapi."""
conn_name_attr = "elasticsearch_conn_id"
default_conn_name = "elasticsearch_default"
conn_type = "elasticsearch"
hook_name = "Elasticsearch"
def __init__(
self,
schema: str = "http",
connection: Optional[AirflowConnection] = None,
*args,
**kwargs,
):
super().__init__(*args, **kwargs)
self.schema = schema
self.connection = connection
def get_conn(self) -> ESConnection:
"""Returns a elasticsearch connection object"""
conn_id = getattr(self, self.conn_name_attr)
conn = self.connection or self.get_connection(conn_id)
conn_args = dict(
host=conn.host,
port=conn.port,
user=conn.login or None,
password=conn.password or None,
scheme=conn.schema or "http",
)
if conn.extra_dejson.get("http_compress", False):
conn_args["http_compress"] = bool(["http_compress"])
if conn.extra_dejson.get("timeout", False):
conn_args["timeout"] = conn.extra_dejson["timeout"]
conn = connect(**conn_args)
return conn
def get_uri(self) -> str:
conn_id = getattr(self, self.conn_name_attr)
conn = self.connection or self.get_connection(conn_id)
login = ""
if conn.login:
login = "{conn.login}:{conn.password}@".format(conn=conn)
host = conn.host
if conn.port is not None:
host += f":{conn.port}"
uri = "{conn.conn_type}+{conn.schema}://{login}{host}/".format(
conn=conn, login=login, host=host
)
extras_length = len(conn.extra_dejson)
if not extras_length:
return uri
uri += "?"
for arg_key, arg_value in conn.extra_dejson.items():
extras_length -= 1
uri += f"{arg_key}={arg_value}"
if extras_length:
uri += "&"
return uri