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Posted to commits@hbase.apache.org by te...@apache.org on 2011/06/28 22:00:00 UTC
svn commit: r1140821 - in /hbase/branches/0.90: CHANGES.txt
src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java
Author: tedyu
Date: Tue Jun 28 19:59:59 2011
New Revision: 1140821
URL: http://svn.apache.org/viewvc?rev=1140821&view=rev
Log:
HBASE-3488 Add CellCounter to count multiple versions of rows (Subbu Iyer)
Added:
hbase/branches/0.90/src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java
Modified:
hbase/branches/0.90/CHANGES.txt
Modified: hbase/branches/0.90/CHANGES.txt
URL: http://svn.apache.org/viewvc/hbase/branches/0.90/CHANGES.txt?rev=1140821&r1=1140820&r2=1140821&view=diff
==============================================================================
--- hbase/branches/0.90/CHANGES.txt (original)
+++ hbase/branches/0.90/CHANGES.txt Tue Jun 28 19:59:59 2011
@@ -63,6 +63,7 @@ Release 0.90.4 - Unreleased
HBASE-3994 SplitTransaction has a window where clients can
get RegionOfflineException
HBASE-3969 Outdated data can not be cleaned in time (Zhou Shuaifeng)
+ HBASE-3488 Add CellCounter to count multiple versions of rows (Subbu Iyer)
Release 0.90.3 - May 19th, 2011
BUG FIXES
Added: hbase/branches/0.90/src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java
URL: http://svn.apache.org/viewvc/hbase/branches/0.90/src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java?rev=1140821&view=auto
==============================================================================
--- hbase/branches/0.90/src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java (added)
+++ hbase/branches/0.90/src/main/java/org/apache/hadoop/hbase/mapreduce/CellCounter.java Tue Jun 28 19:59:59 2011
@@ -0,0 +1,258 @@
+/**
+ * Copyright 2011 The Apache Software Foundation
+ *
+ * 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.hadoop.hbase.mapreduce;
+
+import java.io.IOException;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hbase.HBaseConfiguration;
+import org.apache.hadoop.hbase.KeyValue;
+import org.apache.hadoop.hbase.client.Result;
+import org.apache.hadoop.hbase.client.Scan;
+import org.apache.hadoop.hbase.filter.*;
+import org.apache.hadoop.hbase.io.ImmutableBytesWritable;
+import org.apache.hadoop.hbase.util.Bytes;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.lib.output.NullOutputFormat;
+import org.apache.hadoop.util.GenericOptionsParser;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapreduce.lib.reduce.IntSumReducer;
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.io.Text;
+
+
+/**
+ * A job with a a map and reduce phase to count cells in a table.
+ * The counter lists the following stats for a given table:
+ * <pre>
+ * 1. Total number of rows in the table
+ * 2. Total number of CFs across all rows
+ * 3. Total qualifiers across all rows
+ * 4. Total occurrence of each CF
+ * 5. Total occurrence of each qualifier
+ * 6. Total number of versions of each qualifier.
+ * </pre>
+ *
+ * The cellcounter takes two optional parameters one to use a user
+ * supplied row/family/qualifier string to use in the report and
+ * second a regex based or prefix based row filter to restrict the
+ * count operation to a limited subset of rows from the table.
+ */
+public class CellCounter {
+ private static final Log LOG =
+ LogFactory.getLog(CellCounter.class.getName());
+
+
+ /**
+ * Name of this 'program'.
+ */
+ static final String NAME = "CellCounter";
+
+ /**
+ * Mapper that runs the count.
+ */
+ static class CellCounterMapper
+ extends TableMapper<Text, IntWritable> {
+ /**
+ * Counter enumeration to count the actual rows.
+ */
+ public static enum Counters {
+ ROWS
+ }
+
+ /**
+ * Maps the data.
+ *
+ * @param row The current table row key.
+ * @param values The columns.
+ * @param context The current context.
+ * @throws IOException When something is broken with the data.
+ * @see org.apache.hadoop.mapreduce.Mapper#map(KEYIN, VALUEIN,
+ * org.apache.hadoop.mapreduce.Mapper.Context)
+ */
+
+ @Override
+ public void map(ImmutableBytesWritable row, Result values,
+ Context context)
+ throws IOException {
+ String currentFamilyName = null;
+ String currentQualifierName = null;
+ String currentRowKey = null;
+ Configuration config = context.getConfiguration();
+ String separator = config.get("ReportSeparator",":");
+
+ try {
+ if (values != null) {
+ context.getCounter(Counters.ROWS).increment(1);
+ context.write(new Text("Total ROWS"), new IntWritable(1));
+ }
+
+ for (KeyValue value : values.list()) {
+ currentRowKey = Bytes.toStringBinary(value.getRow());
+ String thisRowFamilyName = Bytes.toStringBinary(value.getFamily());
+ if (thisRowFamilyName != null &&
+ !thisRowFamilyName.equals(currentFamilyName)) {
+ currentFamilyName = thisRowFamilyName;
+ context.getCounter("CF", thisRowFamilyName).increment(1);
+ context.write(new Text("Total Families Across all Rows"),
+ new IntWritable(1));
+ context.write(new Text(thisRowFamilyName), new IntWritable(1));
+ }
+ String thisRowQualifierName =
+ thisRowFamilyName + separator + Bytes.toStringBinary(value.getQualifier());
+ if (thisRowQualifierName != null &&
+ !thisRowQualifierName.equals(currentQualifierName)) {
+ currentQualifierName = thisRowQualifierName;
+ context.getCounter("CFQL", thisRowQualifierName).increment(1);
+ context.write(new Text("Total Qualifiers across all Rows"),
+ new IntWritable(1));
+ context.write(new Text(thisRowQualifierName), new IntWritable(1));
+ // Intialize versions
+ context.getCounter("QL_VERSIONS", currentRowKey + separator +
+ thisRowQualifierName).increment(1);
+ context.write(new Text(currentRowKey + separator + thisRowQualifierName +
+ "_Versions"), new IntWritable(1));
+
+ } else {
+ // Increment versions
+ currentQualifierName = thisRowQualifierName;
+ context.getCounter("QL_VERSIONS", currentRowKey + separator +
+ thisRowQualifierName).increment(1);
+ context.write(new Text(currentRowKey + separator + thisRowQualifierName + "_Versions"),
+ new IntWritable(1));
+ }
+ }
+ } catch (InterruptedException e) {
+ e.printStackTrace();
+ }
+ }
+ }
+
+ static class IntSumReducer<Key> extends Reducer<Key, IntWritable,
+ Key, IntWritable> {
+
+ private IntWritable result = new IntWritable();
+ public void reduce(Key key, Iterable<IntWritable> values,
+ Context context)
+ throws IOException, InterruptedException {
+ int sum = 0;
+ for (IntWritable val : values) {
+ sum += val.get();
+ }
+ result.set(sum);
+ context.write(key, result);
+ }
+ }
+
+ /**
+ * Sets up the actual job.
+ *
+ * @param conf The current configuration.
+ * @param args The command line parameters.
+ * @return The newly created job.
+ * @throws IOException When setting up the job fails.
+ */
+ public static Job createSubmittableJob(Configuration conf, String[] args)
+ throws IOException {
+ String tableName = args[0];
+ Path outputDir = new Path(args[1]);
+ String reportSeparatorString = (args.length > 2) ? args[2]: ":";
+ conf.set("ReportSeparator", reportSeparatorString);
+ Job job = new Job(conf, NAME + "_" + tableName);
+ job.setJarByClass(CellCounter.class);
+ Scan scan = getConfiguredScanForJob(conf, args);
+ TableMapReduceUtil.initTableMapperJob(tableName, scan,
+ CellCounterMapper.class, ImmutableBytesWritable.class, Result.class, job);
+ job.setNumReduceTasks(1);
+ job.setMapOutputKeyClass(Text.class);
+ job.setMapOutputValueClass(IntWritable.class);
+ job.setOutputFormatClass(TextOutputFormat.class);
+ job.setOutputKeyClass(Text.class);
+ job.setOutputValueClass(IntWritable.class);
+ FileOutputFormat.setOutputPath(job, outputDir);
+ job.setReducerClass(IntSumReducer.class);
+ return job;
+ }
+
+ private static Scan getConfiguredScanForJob(Configuration conf, String[] args) throws IOException {
+ Scan s = new Scan();
+ // Set Scan Versions
+ s.setMaxVersions(Integer.MAX_VALUE);
+ s.setCacheBlocks(false);
+ // Set Scan Column Family
+ if (conf.get(TableInputFormat.SCAN_COLUMN_FAMILY) != null) {
+ s.addFamily(Bytes.toBytes(conf.get(TableInputFormat.SCAN_COLUMN_FAMILY)));
+ }
+ // Set RowFilter or Prefix Filter if applicable.
+ Filter rowFilter = getRowFilter(args);
+ if (rowFilter!= null) {
+ LOG.info("Setting Row Filter for counter.");
+ s.setFilter(rowFilter);
+ }
+ return s;
+ }
+
+
+ private static Filter getRowFilter(String[] args) {
+ Filter rowFilter = null;
+ String filterCriteria = (args.length > 3) ? args[3]: null;
+ if (filterCriteria == null) return null;
+ if (filterCriteria.startsWith("^")) {
+ String regexPattern = filterCriteria.substring(1, filterCriteria.length());
+ rowFilter = new RowFilter(CompareFilter.CompareOp.EQUAL, new RegexStringComparator(regexPattern));
+ } else {
+ rowFilter = new PrefixFilter(Bytes.toBytes(filterCriteria));
+ }
+ return rowFilter;
+ }
+
+ /**
+ * Main entry point.
+ *
+ * @param args The command line parameters.
+ * @throws Exception When running the job fails.
+ */
+ public static void main(String[] args) throws Exception {
+ Configuration conf = HBaseConfiguration.create();
+ String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs();
+ if (otherArgs.length < 1) {
+ System.err.println("ERROR: Wrong number of parameters: " + args.length);
+ System.err.println("Usage: CellCounter <tablename> <outputDir> <reportSeparator> " +
+ "[^[regex pattern] or [Prefix] for row filter]] ");
+ System.err.println(" Note: -D properties will be applied to the conf used. ");
+ System.err.println(" Additionally, the following SCAN properties can be specified");
+ System.err.println(" to get fine grained control on what is counted..");
+ System.err.println(" -D " + TableInputFormat.SCAN_COLUMN_FAMILY + "=<familyName>");
+ System.err.println(" <reportSeparator> parameter can be used to override the default report separator " +
+ "string : used to separate the rowId/column family name and qualifier name.");
+ System.err.println(" [^[regex pattern] or [Prefix] parameter can be used to limit the cell counter count " +
+ "operation to a limited subset of rows from the table based on regex or prefix pattern.");
+ System.exit(-1);
+ }
+ Job job = createSubmittableJob(conf, otherArgs);
+ System.exit(job.waitForCompletion(true) ? 0 : 1);
+ }
+}