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/**
* Copyright 2010-2013 10gen Inc.
*
* Licensed 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 com.mongodb.hadoop.splitter;
import com.mongodb.BasicDBObject;
import com.mongodb.DB;
import com.mongodb.DBCollection;
import com.mongodb.DBCursor;
import com.mongodb.DBObject;
import com.mongodb.Mongo;
import com.mongodb.MongoClientURI;
import com.mongodb.MongoURI;
import com.mongodb.hadoop.input.MongoInputSplit;
import com.mongodb.hadoop.util.MongoConfigUtil;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapreduce.InputSplit;
import org.bson.BSONObject;
import org.bson.types.MaxKey;
import org.bson.types.MinKey;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
public abstract class MongoCollectionSplitter extends MongoSplitter {
private static final Log LOG = LogFactory.getLog(MongoCollectionSplitter.class);
public static final MinKey MIN_KEY_TYPE = new MinKey();
public static final MaxKey MAX_KEY_TYPE = new MaxKey();
//CHECKSTYLE:OFF
// protected Mongo mongo;
// protected DBCollection inputCollection;
//A reference to the database that we authenticated against, if there was
//some authURI provided in the config.
protected DB authDB;
//CHECKSTYLE:ON
public MongoCollectionSplitter() {
}
public MongoCollectionSplitter(final Configuration conf) {
super(conf);
}
@Override
public abstract List calculateSplits() throws SplitFailedException;
/**
* Contacts the config server and builds a map of each shard's name to its
* host(s) by examining config.shards.
* @return a Map of shard name onto shard hostnames
*/
protected Map> getShardsMap() {
DBCursor cur = null;
HashMap> shardsMap = new HashMap>();
DB configDB;
try {
configDB = getConfigDB();
DBCollection shardsCollection = configDB.getCollection("shards");
cur = shardsCollection.find();
while (cur.hasNext()) {
final BasicDBObject row = (BasicDBObject) cur.next();
String host = row.getString("host");
// for replica sets host will look like: "setname/localhost:20003,localhost:20004"
int slashIndex = host.indexOf('/');
if (slashIndex > 0) {
host = host.substring(slashIndex + 1);
}
shardsMap.put(row.getString("_id"), Arrays.asList(host.split(",")));
}
} finally {
if (cur != null) {
cur.close();
}
}
return shardsMap;
}
protected DB getConfigDB() {
Mongo mongo;
MongoClientURI inputURI = MongoConfigUtil.getInputURI(getConfiguration());
MongoClientURI authURI = MongoConfigUtil.getAuthURI(getConfiguration());
final DBCollection inputCollection;
if (authURI != null
&& authURI.getUsername() != null
&& authURI.getPassword() != null) {
inputCollection = MongoConfigUtil.getCollectionWithAuth(inputURI, authURI);
} else {
inputCollection = MongoConfigUtil.getCollection(inputURI);
}
DB db = inputCollection.getDB();
mongo = db.getMongo();
if (authURI != null) {
if (authURI.getUsername() != null
&& authURI.getPassword() != null) {
authDB = mongo.getDB(authURI.getDatabase());
}
}
return mongo.getDB("config");
}
/**
* Takes an existing {@link MongoClientURI} and returns a new modified URI which replaces the original's server host + port with a
* supplied new server host + port, but maintaining all the same original options. This is useful for generating distinct URIs for each
* mongos instance so that large batch reads can all target them separately, distributing the load more evenly. It can also be used to
* force a block of data to be read directly from the shard's servers directly, bypassing mongos entirely.
*
* @param originalUri the URI to rewrite
* @param newServerUris the new host(s) to target, e.g. server1:port1[,
* server2:port2,...]
* @return the rewritten URI
*/
protected static MongoClientURI rewriteURI(
final MongoClientURI originalUri, final List newServerUris) {
String originalUriString = originalUri.toString();
originalUriString = originalUriString.substring(MongoURI.MONGODB_PREFIX.length());
// uris look like: mongodb://fred:foobar@server1[,server2]/path?options
//
//Locate the last character of the original hostname
int serverEnd;
int idx = originalUriString.lastIndexOf("/");
serverEnd = idx < 0 ? originalUriString.length() : idx;
//Locate the first character of the original hostname
idx = originalUriString.indexOf("@");
int serverStart = idx > 0 ? idx + 1 : 0;
StringBuilder sb = new StringBuilder(originalUriString);
StringBuilder joinedHosts = new StringBuilder();
for (String host : newServerUris) {
joinedHosts.append(host).append(',');
}
sb.replace(serverStart, serverEnd,
joinedHosts.substring(0, joinedHosts.length() - 1));
return new MongoClientURI(MongoURI.MONGODB_PREFIX + sb);
}
protected static MongoClientURI rewriteURI(
final MongoClientURI originalURI, final String newURI) {
return rewriteURI(originalURI, Collections.singletonList(newURI));
}
/**
* Create an instance of MongoInputSplit that represents a view of this
* splitter's input URI between the given lower/upper bounds. If this
* splitter has range queries enabled, it will attempt to use $gte/$lt
* clauses in the query construct to create the split, otherwise it will use
* min/max index boundaries (default behavior).
*
* @param lowerBound the lower bound of the collection
* @param upperBound the upper bound of the collection
* @return a MongoInputSplit in the given bounds
* @throws SplitFailedException if the split could not be created
*/
public MongoInputSplit createSplitFromBounds(final BasicDBObject lowerBound, final BasicDBObject upperBound)
throws SplitFailedException {
LOG.info("Created split: min=" + (lowerBound != null ? lowerBound.toString() : "null") + ", max= " + (upperBound != null
? upperBound.toString()
: "null"));
//Objects to contain upper/lower bounds for each split
DBObject splitMin = new BasicDBObject();
DBObject splitMax = new BasicDBObject();
if (lowerBound != null) {
for (Entry entry : lowerBound.entrySet()) {
String key = entry.getKey();
Object val = entry.getValue();
if (!val.equals(MIN_KEY_TYPE)) {
splitMin.put(key, val);
}
}
}
if (upperBound != null) {
for (Entry entry : upperBound.entrySet()) {
String key = entry.getKey();
Object val = entry.getValue();
if (!val.equals(MAX_KEY_TYPE)) {
splitMax.put(key, val);
}
}
}
MongoInputSplit split = null;
// If enabled, attempt to build the split using $gte/$lt.
if (MongoConfigUtil.isRangeQueryEnabled(getConfiguration())) {
try {
DBObject query = MongoConfigUtil.getQuery(getConfiguration());
split = createRangeQuerySplit(lowerBound, upperBound, query);
} catch (Exception e) {
throw new SplitFailedException("Couldn't use range query to create split: " + e.getMessage());
}
}
if (split == null) {
split = new MongoInputSplit(getConfiguration());
split.setMin(splitMin);
split.setMax(splitMax);
}
return split;
}
/**
* Creates an instance of {@link MongoInputSplit} whose upper and lower
* bounds are restricted by adding $gte/$lt clauses to the query
* filter. This requires that the boundaries are not compound keys, and that
* the query does not contain any keys used in the split key.
*
* @param chunkLowerBound the lower bound of the chunk (min)
* @param chunkUpperBound the upper bound of the chunk (max)
* @param query a query filtering the documents within the split
* @return a MongoInputSplit from a range query
* @throws IllegalArgumentException if the query conflicts with the chunk bounds, or the either of the bounds are compound keys.
*/
public MongoInputSplit createRangeQuerySplit(final BasicDBObject chunkLowerBound, final BasicDBObject chunkUpperBound,
final BSONObject query) {
//If the boundaries are actually empty, just return
//a split without boundaries.
if (chunkLowerBound == null && chunkUpperBound == null) {
DBObject splitQuery = new BasicDBObject();
splitQuery.putAll(query);
MongoInputSplit split = new MongoInputSplit(getConfiguration());
split.setQuery(splitQuery);
return split;
}
// The boundaries are not empty, so try to build a split using $gte/$lt.
//First check that the split contains no compound keys.
// e.g. this is valid: { _id : "foo" }
// but this is not {_id : "foo", name : "bar"}
Entry minKey = chunkLowerBound != null && chunkLowerBound.keySet().size() == 1
? chunkLowerBound.entrySet().iterator().next() : null;
Entry maxKey = chunkUpperBound != null && chunkUpperBound.keySet().size() == 1
? chunkUpperBound.entrySet().iterator().next() : null;
if (minKey == null && maxKey == null) {
throw new IllegalArgumentException("Range query is enabled but one or more split boundaries contains a compound key:\n"
+ "min: " + chunkLowerBound + "\nmax: " + chunkUpperBound);
}
//Now, check that the lower and upper bounds don't have any keys
//which overlap with the query.
if (minKey != null && query.containsField(minKey.getKey()) || maxKey != null && query.containsField(maxKey.getKey())) {
throw new IllegalArgumentException("Range query is enabled but split key conflicts with query filter:\n"
+ "min: " + chunkLowerBound + "\nmax: " + chunkUpperBound + "\nquery: " + query);
}
String key = null;
BasicDBObject rangeObj = new BasicDBObject();
if (minKey != null) {
key = minKey.getKey();
rangeObj.put("$gte", minKey.getValue());
}
if (maxKey != null) {
key = maxKey.getKey();
rangeObj.put("$lt", maxKey.getValue());
}
DBObject splitQuery = new BasicDBObject();
splitQuery.putAll(query);
splitQuery.put(key, rangeObj);
MongoInputSplit split = new MongoInputSplit(getConfiguration());
split.setQuery(splitQuery);
return split;
}
}
