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HUE-8578 [importer] Implement Flume output
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# Licensed to Cloudera, Inc. under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. Cloudera, Inc. 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 logging | ||
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import logging | ||
import os | ||
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from django.contrib.auth.models import User | ||
from django.core.urlresolvers import reverse | ||
from django.utils.translation import ugettext as _ | ||
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from desktop.lib.exceptions_renderable import PopupException | ||
from libzookeeper.conf import zkensemble | ||
from metadata.manager_client import ManagerApi | ||
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from indexer.conf import config_morphline_path | ||
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LOG = logging.getLogger(__name__) | ||
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class FlumeIndexer(object): | ||
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def __init__(self, user): | ||
self.user = user | ||
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def start(self, destination_name, file_format, destination): | ||
responses = {'status': 0} | ||
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api = ManagerApi(self.user) | ||
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for config_name, config_value in self.generate_config(file_format, destination): | ||
responses[config_name] = api.update_flume_config(cluster_name=None, config_name=config_name, config_value=config_value) | ||
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responses['refresh_flume'] = api.refresh_flume(cluster_name=None, restart=True) | ||
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if file_format['ouputFormat'] == 'index': | ||
responses['pubSubUrl'] = 'assist.collections.refresh' | ||
responses['on_success_url'] = reverse('search:browse', kwargs={'name': destination_name}) | ||
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return responses | ||
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def generate_config(self, source, destination): | ||
configs = [] | ||
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if source['channelSourceType'] == 'directory': | ||
agent_source = ''' | ||
tier1.sources.source1.type = exec | ||
tier1.sources.source1.command = tail -F /var/log/hue-httpd/access_log | ||
tier1.sources.source1.channels = channel1 | ||
''' | ||
else: | ||
raise PopupException(_('Input format not recognized: %(channelSourceType)s') % source) | ||
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if destination['ouputFormat'] == 'file': | ||
agent_sink = ''' | ||
a1.channels = c1 | ||
a1.sinks = k1 | ||
a1.sinks.k1.type = hdfs | ||
a1.sinks.k1.channel = c1 | ||
a1.sinks.k1.hdfs.path = /flume/events/%y-%m-%d/%H%M/%S | ||
a1.sinks.k1.hdfs.filePrefix = events- | ||
a1.sinks.k1.hdfs.round = true | ||
a1.sinks.k1.hdfs.roundValue = 10 | ||
a1.sinks.k1.hdfs.roundUnit = minute''' | ||
elif destination['ouputFormat'] == 'table': | ||
agent_sink = ''' | ||
a1.channels = c1 | ||
a1.channels.c1.type = memory | ||
a1.sinks = k1 | ||
a1.sinks.k1.type = hive | ||
a1.sinks.k1.channel = c1 | ||
a1.sinks.k1.hive.metastore = thrift://127.0.0.1:9083 | ||
a1.sinks.k1.hive.database = logsdb | ||
a1.sinks.k1.hive.table = weblogs | ||
a1.sinks.k1.hive.partition = asia,%{country},%y-%m-%d-%H-%M | ||
a1.sinks.k1.useLocalTimeStamp = false | ||
a1.sinks.k1.round = true | ||
a1.sinks.k1.roundValue = 10 | ||
a1.sinks.k1.roundUnit = minute | ||
a1.sinks.k1.serializer = DELIMITED | ||
a1.sinks.k1.serializer.delimiter = "\t" | ||
a1.sinks.k1.serializer.serdeSeparator = '\t' | ||
a1.sinks.k1.serializer.fieldnames =id,,msg''' | ||
elif destination['ouputFormat'] == 'kafka': | ||
agent_sink = ''' | ||
tier1.sinks.sink1.type = org.apache.flume.sink.kafka.KafkaSink | ||
tier1.sinks.sink1.topic = hueAccessLogs | ||
tier1.sinks.sink1.brokerList = spark2-envelope515-1.gce.cloudera.com:9092,spark2-envelope515-2.gce.cloudera.com:9092,spark2-envelope515-3.gce.cloudera.com:9092 | ||
tier1.sinks.sink1.channel = channel1 | ||
tier1.sinks.sink1.batchSize = 20''' | ||
elif destination['ouputFormat'] == 'index': | ||
# Morphline file | ||
configs.append(self.generate_morphline_config(destination)) | ||
# Flume config | ||
agent_sink = ''' | ||
tier1.sinks.sink1.type = org.apache.flume.sink.solr.morphline.MorphlineSolrSink | ||
tier1.sinks.sink1.morphlineFile = morphlines.conf | ||
tier1.sinks.sink1.morphlineId = hue_accesslogs_no_geo | ||
tier1.sinks.sink1.channel = channel1''' | ||
else: | ||
raise PopupException(_('Output format not recognized: %(ouputFormat)s') % destination) | ||
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# TODO: use agent id: input + output and do not overide all the configs | ||
# TODO: use Kafka channel if possible | ||
flume_config = '''tier1.sources = source1 | ||
tier1.channels = channel1 | ||
tier1.sinks = sink1 | ||
tier1.channels.channel1.type = memory | ||
tier1.channels.channel1.capacity = 10000 | ||
tier1.channels.channel1.transactionCapacity = 1000 | ||
%(sinks)s''' % { | ||
'sources': agent_source, | ||
'sinks': agent_sink, | ||
} | ||
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configs.append(('agent_config_file', flume_config)) | ||
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return configs | ||
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def generate_morphline_config(self, destination): | ||
# TODO manage generic config, cf. MorphlineIndexer | ||
morphline_config = open(os.path.join(config_morphline_path(), 'hue_accesslogs_no_geo.morphline.conf')).read() | ||
morphline_config = morphline_config.replace( | ||
'${SOLR_COLLECTION}', 'log_analytics_demo' | ||
).replace( | ||
'${ZOOKEEPER_ENSEMBLE}', '%s/solr' % zkensemble() | ||
) | ||
return ('agent_morphlines_conf_file', morphline_config) |
162 changes: 162 additions & 0 deletions
162
desktop/libs/indexer/src/indexer/indexers/flume_tests.py
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#!/usr/bin/env python | ||
# -*- coding: utf-8 -*- | ||
# Licensed to Cloudera, Inc. under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. Cloudera, Inc. 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. | ||
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from django.contrib.auth.models import User | ||
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from nose.plugins.skip import SkipTest | ||
from nose.tools import assert_equal, assert_true | ||
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from indexer.indexers.flume import FlumeIndexer | ||
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def test_generate_from_directory_to_solr_index(): | ||
raise SkipTest | ||
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source = { | ||
'channelSourceType': 'directory', | ||
} | ||
destination = { | ||
'ouputFormat': 'index', | ||
} | ||
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configs = FlumeIndexer(user=None).generate_config(source=source, destination=destination) | ||
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assert_equal( | ||
'''SOLR_LOCATOR : { | ||
# Name of solr collection | ||
collection : log_analytics_demo | ||
# ZooKeeper ensemble | ||
zkHost : "spark2-envelope515-1.gce.cloudera.com:2181/solr" | ||
} | ||
morphlines : [ | ||
{ | ||
id : hue_accesslogs_no_geo | ||
importCommands : ["org.kitesdk.**", "org.apache.solr.**"] | ||
commands : [ | ||
{ | ||
## Read the email stream and break it up into individual messages. | ||
## The beginning of a message is marked by regex clause below | ||
## The reason we use this command is that one event can have multiple | ||
## messages | ||
readCSV { | ||
## Hue HTTPD load balancer | ||
## 172.18.18.3 - - [27/Aug/2018:05:47:12 -0700] "GET /static/desktop/js/jquery.rowselector.a04240f7cc48.js HTTP/1.1" 200 2321 | ||
separator: " " | ||
columns: [client_ip,C1,C2,time,dummy1,request,code,bytes] | ||
ignoreFirstLine : false | ||
quoteChar : "\"" | ||
commentPrefix : "" | ||
trim : true | ||
charset : UTF-8 | ||
} | ||
} | ||
{ | ||
split { | ||
inputField : request | ||
outputFields : [method, url, protocol] | ||
separator : " " | ||
isRegex : false | ||
#separator : """\s*,\s*""" | ||
# #isRegex : true | ||
addEmptyStrings : false | ||
trim : true | ||
} | ||
} | ||
{ | ||
split { | ||
inputField : url | ||
outputFields : ["", app, subapp] | ||
separator : "\/" | ||
isRegex : false | ||
#separator : """\s*,\s*""" | ||
# #isRegex : true | ||
addEmptyStrings : false | ||
trim : true | ||
} | ||
} | ||
{ | ||
userAgent { | ||
inputField : user_agent | ||
outputFields : { | ||
user_agent_family : "@{ua_family}" | ||
user_agent_major : "@{ua_major}" | ||
device_family : "@{device_family}" | ||
os_family : "@{os_family}" | ||
os_major : "@{os_major}" | ||
} | ||
} | ||
} | ||
#{logInfo { format : "BODY : {}", args : ["@{}"] } } | ||
# add Unique ID, in case our message_id field from above is not present | ||
{ | ||
generateUUID { | ||
field:id | ||
} | ||
} | ||
# convert the timestamp field to "yyyy-MM-dd'T'HH:mm:ss.SSSZ" format | ||
{ | ||
# 21/Nov/2014:22:08:27 | ||
convertTimestamp { | ||
field : time | ||
inputFormats : ["[dd/MMM/yyyy:HH:mm:ss", "EEE, d MMM yyyy HH:mm:ss Z", "yyyy-MM-dd'T'HH:mm:ss.SSS'Z'", "yyyy-MM-dd'T'HH:mm:ss", "yyyy-MM-dd"] | ||
#inputTimezone : America/Los_Angeles | ||
inputTimezone : UTC | ||
outputFormat : "yyyy-MM-dd'T'HH:mm:ss.SSS'Z'" | ||
outputTimezone : UTC | ||
} | ||
} | ||
# Consume the output record of the previous command and pipe another | ||
# record downstream. | ||
# | ||
# This command sanitizes record fields that are unknown to Solr schema.xml | ||
# by deleting them. Recall that Solr throws an exception on any attempt to | ||
# load a document that contains a field that isn't specified in schema.xml | ||
{ | ||
sanitizeUnknownSolrFields { | ||
# Location from which to fetch Solr schema | ||
solrLocator : ${SOLR_LOCATOR} | ||
} | ||
} | ||
# load the record into a SolrServer or MapReduce SolrOutputFormat. | ||
{ | ||
loadSolr { | ||
solrLocator : ${SOLR_LOCATOR} | ||
} | ||
} | ||
] | ||
} | ||
] | ||
'''.strip() | ||
, | ||
configs[0][1].strip() # 'agent_morphlines_conf_file' | ||
) | ||
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assert_equal( | ||
('agent_config_file', 'tier1.sources = source1\n tier1.channels = channel1\n tier1.sinks = sink1\n\n\n tier1.channels.channel1.type = memory\n tier1.channels.channel1.capacity = 10000\n tier1.channels.channel1.transactionCapacity = 1000\n\n \n tier1.sinks.sink1.type = org.apache.flume.sink.solr.morphline.MorphlineSolrSink\n tier1.sinks.sink1.morphlineFile = morphlines.conf\n tier1.sinks.sink1.morphlineId = hue_accesslogs_no_geo\n tier1.sinks.sink1.channel = channel1') | ||
, | ||
configs['agent_config_file'] | ||
) |
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