[英]mongodb queries are very slow
我有一个多线程应用程序,每秒执行数百个事务,但过了一段时间后,性能下降并且查询执行时间太长。 我一直在使用以下代码优化连接以避免错误,但这导致性能不佳。
我的查询有插入、删除和多次更新; 集合不超过 100,000 行。
我有一个 mongoldb 的 4 个 VM 集群,每个在 Azure 上都有 4 个内核和 28GB 的内存。 我使用 bitnami 生产构建了集群( https://azure.microsoft.com/en-us/marketplace/partners/bitnami/production-mongodbdefault/ )
private static MongoClientOptions options = MongoClientOptions.builder()
.connectionsPerHost(1000)
.threadsAllowedToBlockForConnectionMultiplier(15)
.connectTimeout(60 * 1000)
.maxWaitTime(60 * 1000)
.socketTimeout(60 * 1000)
.connectTimeout(60 * 1000)
.build();
我没有使用任何索引,这是我的应用程序流程:
{
"_id": ObjectId("57cd303743ffe80f3728fcf5"),
"_class": "com.mongodb.BasicDBObject",
"job_id": "57cd3031d9991f8639487013",
"priority": 1,
"title": "1",
"sender_id": "sender 1",
"account_id": "57c2d556d9991fbc15897275",
"schedule_date": ISODate("2016-09-05T08:43:00Z"),
"utf8": false,
"content": "text to be sent",
"number": "962799000001",
"status": "ready",
"user_id": "57c2d602d9991fbc1589727b",
"adv": true,
"number_of_sms_msgs": 1,
"uuid": "57cd3031d9991f8639487013_57cd303743ffe80f3728fcf5",
"msg_id": "1955559517"
}
List<DBObject> batch = scaffoldingRepository.findPageNoSort(dataType, page, next_batch_size, query, null);
if (batch != null && batch.size() > 0) {
BasicDBList ids = new BasicDBList();
for (final DBObject msg : batch) {
msg.put("status", "queued");
msg.put("uuid", job_id + "_" + msg.get("_id"));
ids.add(new ObjectId(msg.get("_id").toString()));
}
BasicDBObject search = new BasicDBObject();
search.put("_id", new BasicDBObject("$in", ids));
BasicDBObject update = new BasicDBObject();
update.put("$set", new BasicDBObject("status", "queued"));
scaffoldingRepository.updateObjects(search, update, dataType);
}
==========================更新: ======================
我注意到我在 Java 日志中收到此错误:
com.mongodb.MongoSocketReadTimeoutException: Timeout while receiving message
at com.mongodb.connection.InternalStreamConnection.translateReadException(InternalStreamConnection.java:475)
at com.mongodb.connection.InternalStreamConnection.receiveMessage(InternalStreamConnection.java:226)
at com.mongodb.connection.UsageTrackingInternalConnection.receiveMessage(UsageTrackingInternalConnection.java:105)
at com.mongodb.connection.DefaultConnectionPool$PooledConnection.receiveMessage(DefaultConnectionPool.java:438)
at com.mongodb.connection.WriteCommandProtocol.receiveMessage(WriteCommandProtocol.java:262)
at com.mongodb.connection.WriteCommandProtocol.execute(WriteCommandProtocol.java:104)
at com.mongodb.connection.UpdateCommandProtocol.execute(UpdateCommandProtocol.java:64)
at com.mongodb.connection.UpdateCommandProtocol.execute(UpdateCommandProtocol.java:37)
at com.mongodb.connection.DefaultServer$DefaultServerProtocolExecutor.execute(DefaultServer.java:168)
at com.mongodb.connection.DefaultServerConnection.executeProtocol(DefaultServerConnection.java:289)
at com.mongodb.connection.DefaultServerConnection.updateCommand(DefaultServerConnection.java:143)
at com.mongodb.operation.UpdateOperation.executeCommandProtocol(UpdateOperation.java:76)
at com.mongodb.operation.BaseWriteOperation$1.call(BaseWriteOperation.java:142)
at com.mongodb.operation.BaseWriteOperation$1.call(BaseWriteOperation.java:134)
at com.mongodb.operation.OperationHelper.withConnectionSource(OperationHelper.java:232)
at com.mongodb.operation.OperationHelper.withConnection(OperationHelper.java:223)
at com.mongodb.operation.BaseWriteOperation.execute(BaseWriteOperation.java:134)
at com.mongodb.operation.BaseWriteOperation.execute(BaseWriteOperation.java:61)
at com.mongodb.Mongo.execute(Mongo.java:827)
at com.mongodb.Mongo$2.execute(Mongo.java:810)
at com.mongodb.DBCollection.executeWriteOperation(DBCollection.java:333)
at com.mongodb.DBCollection.updateImpl(DBCollection.java:495)
at com.mongodb.DBCollection.update(DBCollection.java:455)
at com.mongodb.DBCollection.update(DBCollection.java:432)
at com.mongodb.DBCollection.update(DBCollection.java:522)
at com.mongodb.DBCollection.updateMulti(DBCollection.java:552)
at java.util.TimerThread.mainLoop(Timer.java:555)
at java.util.TimerThread.run(Timer.java:505)
这是我的 Mongodb 配置:
# mongod.conf
# for documentation of all options, see:
# http://docs.mongodb.org/manual/reference/configuration-options/
# Where and how to store data.
storage:
dbPath: /opt/bitnami/mongodb/data/db
journal:
enabled: true
#engine:
mmapv1:
smallFiles: true
# wiredTiger:
# where to write logging data.
systemLog:
destination: file
logAppend: true
path: /opt/bitnami/mongodb/logs/mongodb.log
# network interfaces
net:
port: 27017
bindIp: 0.0.0.0
unixDomainSocket:
enabled: true
pathPrefix: /opt/bitnami/mongodb/tmp
# replica set options
replication:
replSetName: replicaset
# process management options
processManagement:
fork: false
pidFilePath: /opt/bitnami/mongodb/tmp/mongodb.pid
# set parameter options
setParameter:
enableLocalhostAuthBypass: true
# security options
security:
authorization: disabled
#keyFile: replace_me
#profiling
#operationProfiling:
#slowOpThresholdMs: 100
#mode: slowOp
小贴士
- 在 MongoDB 分析器中,您是否检查了运行缓慢的查询。
- 您是否尝试索引文档(使用上述步骤的输入)
- 您使用的是哪个版本的 MongoDB,哪个是存储引擎。
- 您是否已完成服务器的复制。 如果是,请重新访问写关注部分https://docs.mongodb.com/manual/core/replica-set-write-concern/
- 你能检查一下 mongodb 内存实现是否可以帮助https://docs.mongodb.com/manual/core/inmemory/
- 你可以在这里看到一些重要的提示 - https://docs.mongodb.com/manual/administration/analyzing-mongodb-performance/
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.