Source code for airflow.hooks.hdfs_hook

# -*- 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.configuration import conf
from airflow.exceptions import AirflowException
from airflow.hooks.base_hook import BaseHook

try:
    from snakebite.client import Client, HAClient, Namenode, AutoConfigClient

except ImportError:
    snakebite_loaded = False



[docs]class HDFSHookException(AirflowException):
    pass




[docs]class HDFSHook(BaseHook):
    """
    Interact with HDFS. This class is a wrapper around the snakebite library.

    :param hdfs_conn_id: Connection id to fetch connection info
    :type hdfs_conn_id: str
    :param proxy_user: effective user for HDFS operations
    :type proxy_user: str
    :param autoconfig: use snakebite's automatically configured client
    :type autoconfig: bool
    """
    def __init__(self, hdfs_conn_id='hdfs_default', proxy_user=None,
                 autoconfig=False):
        if not snakebite_loaded:
            raise ImportError(
                'This HDFSHook implementation requires snakebite, but '
                'snakebite is not compatible with Python 3 '
                '(as of August 2015). Please use Python 2 if you require '
                'this hook  -- or help by submitting a PR!')
        self.hdfs_conn_id = hdfs_conn_id
        self.proxy_user = proxy_user
        self.autoconfig = autoconfig


[docs]    def get_conn(self):
        """
        Returns a snakebite HDFSClient object.
        """
        # When using HAClient, proxy_user must be the same, so is ok to always
        # take the first.
        effective_user = self.proxy_user
        autoconfig = self.autoconfig
        use_sasl = conf.get('core', 'security') == 'kerberos'

        try:
            connections = self.get_connections(self.hdfs_conn_id)

            if not effective_user:
                effective_user = connections[0].login
            if not autoconfig:
                autoconfig = connections[0].extra_dejson.get('autoconfig',
                                                             False)
            hdfs_namenode_principal = connections[0].extra_dejson.get(
                'hdfs_namenode_principal')
        except AirflowException:
            if not autoconfig:
                raise

        if autoconfig:
            # will read config info from $HADOOP_HOME conf files
            client = AutoConfigClient(effective_user=effective_user,
                                      use_sasl=use_sasl)
        elif len(connections) == 1:
            client = Client(connections[0].host, connections[0].port,
                            effective_user=effective_user, use_sasl=use_sasl,
                            hdfs_namenode_principal=hdfs_namenode_principal)
        elif len(connections) > 1:
            nn = [Namenode(conn.host, conn.port) for conn in connections]
            client = HAClient(nn, effective_user=effective_user,
                              use_sasl=use_sasl,
                              hdfs_namenode_principal=hdfs_namenode_principal)
        else:
            raise HDFSHookException("conn_id doesn't exist in the repository "
                                    "and autoconfig is not specified")

        return client

Was this entry helpful?