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# Copyright (c) 2015, Cloudera and Intel, Inc. All Rights Reserved.
#
# 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
#
# This software 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.
# A very basic example config file configuring only the essential elements to
# run an KMeans application.
# It's possible to specify reusable values:
kafka-brokers = "b03.example.com:9092,b04.example.com:9092"
zk-servers = "b01.example.com:2181,b02.example.com:2181"
hdfs-base = "hdfs:///user/example/Oryx"
oryx {
id = "KMeansExample"
input-topic {
broker = ${kafka-brokers}
lock = {
master = ${zk-servers}
}
}
update-topic {
broker = ${kafka-brokers}
lock = {
master = ${zk-servers}
}
}
batch {
streaming {
generation-interval-sec = 300
num-executors = 4
executor-cores = 8
executor-memory = "4g"
}
update-class = "com.cloudera.oryx.app.batch.mllib.kmeans.KMeansUpdate"
storage {
data-dir = ${hdfs-base}"/data/"
model-dir = ${hdfs-base}"/model/"
}
ui {
port = 4040
}
}
speed {
model-manager-class = "com.cloudera.oryx.app.speed.kmeans.KMeansSpeedModelManager"
ui {
port = 4041
}
}
serving {
model-manager-class = "com.cloudera.oryx.app.serving.kmeans.model.KMeansServingModelManager"
application-resources = "com.cloudera.oryx.app.serving,com.cloudera.oryx.app.serving.clustering,com.cloudera.oryx.app.serving.kmeans"
api {
port = 8080
}
}
# This depends on the input data; example is for the KDD Cup 99 data set
input-schema = {
num-features = 42
categorical-features = []
ignored-features = [ "1", "2", "3", "41" ]
}
}