airflow arangodb 源码

  • 2022-10-20
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airflow arangodb 代码

文件路径:/airflow/providers/arangodb/hooks/arangodb.py

#
# 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.
"""This module allows connecting to a ArangoDB."""
from __future__ import annotations

from typing import Any

from arango import AQLQueryExecuteError, ArangoClient as ArangoDBClient
from arango.result import Result

from airflow import AirflowException
from airflow.hooks.base import BaseHook


class ArangoDBHook(BaseHook):
    """
    Interact with ArangoDB.

    Performs a connection to ArangoDB and retrieves client.

    :param arangodb_conn_id: Reference to :ref:`ArangoDB connection id <howto/connection:arangodb>`.
    """

    conn_name_attr = 'arangodb_conn_id'
    default_conn_name = 'arangodb_default'
    conn_type = 'arangodb'
    hook_name = 'ArangoDB'

    def __init__(self, arangodb_conn_id: str = default_conn_name, *args, **kwargs) -> None:
        super().__init__(*args, **kwargs)
        self.hosts = None
        self.database = None
        self.username = None
        self.password = None
        self.db_conn = None
        self.arangodb_conn_id = arangodb_conn_id
        self.client: ArangoDBClient | None = None
        self.get_conn()

    def get_conn(self) -> ArangoDBClient:
        """Function that initiates a new ArangoDB connection"""
        if self.client is not None:
            return self.client

        conn = self.get_connection(self.arangodb_conn_id)
        self.hosts = conn.host.split(",")
        self.database = conn.schema
        self.username = conn.login
        self.password = conn.password

        self.client = ArangoDBClient(hosts=self.hosts)
        self.db_conn = self.client.db(name=self.database, username=self.username, password=self.password)
        return self.client

    def query(self, query, **kwargs) -> Result:
        """
        Function to create a arangodb session
        and execute the AQL query in the session.

        :param query: AQL query
        :return: Result
        """
        try:
            if self.db_conn:
                result = self.db_conn.aql.execute(query, **kwargs)
                return result
            else:
                raise AirflowException(
                    f"Failed to execute AQLQuery, error connecting to database: {self.database}"
                )
        except AQLQueryExecuteError as error:
            raise AirflowException(f"Failed to execute AQLQuery, error: {str(error)}")

    def create_collection(self, name):
        if not self.db_conn.has_collection(name):
            self.db_conn.create_collection(name)
            return True
        else:
            self.log.info('Collection already exists: %s', name)
            return False

    def create_database(self, name):
        if not self.db_conn.has_database(name):
            self.db_conn.create_database(name)
            return True
        else:
            self.log.info('Database already exists: %s', name)
            return False

    def create_graph(self, name):
        if not self.db_conn.has_graph(name):
            self.db_conn.create_graph(name)
            return True
        else:
            self.log.info('Graph already exists: %s', name)
            return False

    @staticmethod
    def get_ui_field_behaviour() -> dict[str, Any]:
        return {
            "hidden_fields": ['port', 'extra'],
            "relabeling": {
                'host': 'ArangoDB Host URL or  comma separated list of URLs (coordinators in a cluster)',
                'schema': 'ArangoDB Database',
                'login': 'ArangoDB Username',
                'password': 'ArangoDB Password',
            },
            "placeholders": {
                'host': 'eg."http://127.0.0.1:8529" or "http://127.0.0.1:8529,http://127.0.0.1:8530"'
                ' (coordinators in a cluster)',
                'schema': '_system',
                'login': 'root',
                'password': 'password',
            },
        }

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