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/**
* 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.
*/
package org.apache.accumulo.pig;
import java.io.IOException;
import java.util.Collection;
import java.util.Collections;
import java.util.LinkedList;
import java.util.List;
import org.apache.accumulo.core.client.mapreduce.AccumuloInputFormat;
import org.apache.accumulo.core.client.mapreduce.AccumuloOutputFormat;
import org.apache.accumulo.core.data.Key;
import org.apache.accumulo.core.data.Mutation;
import org.apache.accumulo.core.data.Range;
import org.apache.accumulo.core.data.Value;
import org.apache.accumulo.core.security.Authorizations;
import org.apache.accumulo.core.util.Pair;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.InputFormat;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.OutputFormat;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.RecordWriter;
import org.apache.pig.LoadFunc;
import org.apache.pig.ResourceSchema;
import org.apache.pig.StoreFuncInterface;
import org.apache.pig.backend.executionengine.ExecException;
import org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigSplit;
import org.apache.pig.data.Tuple;
/**
* A LoadStoreFunc for retrieving data from and storing data to Accumulo
*
* A Key/Val pair will be returned as tuples: (key, colfam, colqual, colvis, timestamp, value). All fields except timestamp are DataByteArray, timestamp is a long.
*
* Tuples can be written in 2 forms:
* (key, colfam, colqual, colvis, value)
* OR
* (key, colfam, colqual, value)
*
*/
public abstract class AbstractAccumuloStorage extends LoadFunc implements StoreFuncInterface
{
private static final Log LOG = LogFactory.getLog(AbstractAccumuloStorage.class);
private Configuration conf;
private RecordReader<Key, Value> reader;
private RecordWriter<Text, Mutation> writer;
String inst;
String zookeepers;
String user;
String password;
String table;
Text tableName;
String auths;
Authorizations authorizations;
List<Pair<Text, Text>> columnFamilyColumnQualifierPairs = new LinkedList<Pair<Text,Text>>();
String start = null;
String end = null;
int maxWriteThreads = 10;
long maxMutationBufferSize = 10*1000*1000;
int maxLatency = 10*1000;
public AbstractAccumuloStorage(){}
@Override
public Tuple getNext() throws IOException
{
try
{
// load the next pair
if (!reader.nextKeyValue())
return null;
Key key = (Key)reader.getCurrentKey();
Value value = (Value)reader.getCurrentValue();
assert key != null && value != null;
return getTuple(key, value);
}
catch (InterruptedException e)
{
throw new IOException(e.getMessage());
}
}
protected abstract Tuple getTuple(Key key, Value value) throws IOException;
@Override
public InputFormat getInputFormat()
{
return new AccumuloInputFormat();
}
@Override
public void prepareToRead(RecordReader reader, PigSplit split)
{
this.reader = reader;
}
private void setLocationFromUri(String location) throws IOException
{
// ex: accumulo://table1?instance=myinstance&user=root&password=secret&zookeepers=127.0.0.1:2181&auths=PRIVATE,PUBLIC&columns=col1|cq1,col2|cq2&start=abc&end=z
String columns = "";
try
{
if (!location.startsWith("accumulo://"))
throw new Exception("Bad scheme.");
String[] urlParts = location.split("\\?");
if (urlParts.length > 1)
{
for (String param : urlParts[1].split("&"))
{
String[] pair = param.split("=");
if (pair[0].equals("instance"))
inst = pair[1];
else if (pair[0].equals("user"))
user = pair[1];
else if (pair[0].equals("password"))
password = pair[1];
else if (pair[0].equals("zookeepers"))
zookeepers = pair[1];
else if (pair[0].equals("auths"))
auths = pair[1];
else if (pair[0].equals("columns"))
columns = pair[1];
else if (pair[0].equals("start"))
start = pair[1];
else if (pair[0].equals("end"))
end = pair[1];
else if (pair[0].equals("write_buffer_size_bytes"))
maxMutationBufferSize = Long.parseLong(pair[1]);
else if (pair[0].equals("write_threads"))
maxWriteThreads = Integer.parseInt(pair[1]);
else if (pair[0].equals("write_latency_ms"))
maxLatency = Integer.parseInt(pair[1]);
}
}
String[] parts = urlParts[0].split("/+");
table = parts[1];
tableName = new Text(table);
if(auths == null || auths.equals(""))
{
authorizations = new Authorizations();
}
else
{
authorizations = new Authorizations(auths.split(","));
}
if(!columns.equals("")){
for(String cfCq : columns.split(","))
{
if(cfCq.contains("|"))
{
String[] c = cfCq.split("\\|");
columnFamilyColumnQualifierPairs.add(new Pair<Text, Text>(new Text(c[0]), new Text(c[1])));
}
else
{
columnFamilyColumnQualifierPairs.add(new Pair<Text, Text>(new Text(cfCq), null));
}
}
}
}
catch (Exception e)
{
throw new IOException("Expected 'accumulo://<table>[?instance=<instanceName>&user=<user>&password=<password>&zookeepers=<zookeepers>&auths=<authorizations>&" +
"[start=startRow,end=endRow,columns=[cf1|cq1,cf2|cq2,...],write_buffer_size_bytes=10000000,write_threads=10,write_latency_ms=30000]]': " + e.getMessage());
}
}
protected RecordWriter<Text, Mutation> getWriter() {
return writer;
}
@Override
public void setLocation(String location, Job job) throws IOException
{
conf = job.getConfiguration();
setLocationFromUri(location);
if(!conf.getBoolean(AccumuloInputFormat.class.getSimpleName()+".configured", false))
{
AccumuloInputFormat.setInputInfo(conf, user, password.getBytes(), table, authorizations);
AccumuloInputFormat.setZooKeeperInstance(conf, inst, zookeepers);
if(columnFamilyColumnQualifierPairs.size() > 0)
{
LOG.info("columns: "+columnFamilyColumnQualifierPairs);
AccumuloInputFormat.fetchColumns(conf, columnFamilyColumnQualifierPairs);
}
AccumuloInputFormat.setRanges(conf, Collections.singleton(new Range(start, end)));
configureInputFormat(conf);
}
}
protected void configureInputFormat(Configuration conf)
{
}
protected void configureOutputFormat(Configuration conf)
{
}
@Override
public String relativeToAbsolutePath(String location, Path curDir) throws IOException
{
return location;
}
@Override
public void setUDFContextSignature(String signature)
{
}
/* StoreFunc methods */
public void setStoreFuncUDFContextSignature(String signature)
{
}
public String relToAbsPathForStoreLocation(String location, Path curDir) throws IOException
{
return relativeToAbsolutePath(location, curDir);
}
public void setStoreLocation(String location, Job job) throws IOException
{
conf = job.getConfiguration();
setLocationFromUri(location);
if(!conf.getBoolean(AccumuloOutputFormat.class.getSimpleName()+".configured", false))
{
AccumuloOutputFormat.setOutputInfo(conf, user, password.getBytes(), true, table);
AccumuloOutputFormat.setZooKeeperInstance(conf, inst, zookeepers);
AccumuloOutputFormat.setMaxLatency(conf, maxLatency);
AccumuloOutputFormat.setMaxMutationBufferSize(conf, maxMutationBufferSize);
AccumuloOutputFormat.setMaxWriteThreads(conf, maxWriteThreads);
configureOutputFormat(conf);
}
}
public OutputFormat getOutputFormat()
{
return new AccumuloOutputFormat();
}
public void checkSchema(ResourceSchema schema) throws IOException
{
// we don't care about types, they all get casted to ByteBuffers
}
public void prepareToWrite(RecordWriter writer)
{
this.writer = writer;
}
public abstract Collection<Mutation> getMutations(Tuple tuple)throws ExecException, IOException;
public void putNext(Tuple tuple) throws ExecException, IOException
{
Collection<Mutation> muts = getMutations(tuple);
for(Mutation mut : muts)
{
try {
getWriter().write(tableName, mut);
} catch (InterruptedException e) {
throw new IOException(e);
}
}
}
public void cleanupOnFailure(String failure, Job job){}
}