# # 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. # import sys from pyspark import SparkContext """ Create test data in HBase first: hbase(main):016:0> create 'test', 'f1' 0 row(s) in 1.0430 seconds hbase(main):017:0> put 'test', 'row1', 'f1', 'value1' 0 row(s) in 0.0130 seconds hbase(main):018:0> put 'test', 'row2', 'f1', 'value2' 0 row(s) in 0.0030 seconds hbase(main):019:0> put 'test', 'row3', 'f1', 'value3' 0 row(s) in 0.0050 seconds hbase(main):020:0> put 'test', 'row4', 'f1', 'value4' 0 row(s) in 0.0110 seconds hbase(main):021:0> scan 'test' ROW COLUMN+CELL row1 column=f1:, timestamp=1401883411986, value=value1 row2 column=f1:, timestamp=1401883415212, value=value2 row3 column=f1:, timestamp=1401883417858, value=value3 row4 column=f1:, timestamp=1401883420805, value=value4 4 row(s) in 0.0240 seconds """ if __name__ == "__main__": if len(sys.argv) != 3: print >> sys.stderr, """ Usage: hbase_inputformat Run with example jar: ./bin/spark-submit --driver-class-path /path/to/example/jar \ /path/to/examples/hbase_inputformat.py
Assumes you have some data in HBase already, running on , in
""" exit(-1) host = sys.argv[1] table = sys.argv[2] sc = SparkContext(appName="HBaseInputFormat") conf = {"hbase.zookeeper.quorum": host, "hbase.mapreduce.inputtable": table} keyConv = "org.apache.spark.examples.pythonconverters.ImmutableBytesWritableToStringConverter" valueConv = "org.apache.spark.examples.pythonconverters.HBaseResultToStringConverter" hbase_rdd = sc.newAPIHadoopRDD( "org.apache.hadoop.hbase.mapreduce.TableInputFormat", "org.apache.hadoop.hbase.io.ImmutableBytesWritable", "org.apache.hadoop.hbase.client.Result", keyConverter=keyConv, valueConverter=valueConv, conf=conf) output = hbase_rdd.collect() for (k, v) in output: print (k, v) sc.stop()