Docs HomeMongoDB Manual

$collStats (aggregation)

On this page本页内容

Definition定义

$collStats

Returns statistics regarding a collection or view.返回有关集合或视图的统计信息。

The $collStats stage has the following prototype form:$collStats阶段具有以下原型形式:

{
$collStats:
{
latencyStats: { histograms: <boolean> },
storageStats: { scale: <number> },
count: {},
queryExecStats: {}
}
}

The $collStats stage accepts an argument document with the following optional fields:$collStats阶段接受具有以下可选字段的参数文档:

Field Name字段名称Description描述
latencyStatsAdds latency statistics to the return document.延迟统计信息添加到返回文档中。
latencyStats.histogramsAdds latency histogram information to the embedded documents in latencyStats if true.如果为true,则将延迟直方图信息添加到latencyStats中的嵌入文档中。
storageStatsAdds storage statistics to the return document. 存储统计信息添加到返回文档中。
  • Specify an empty document (i.e. storageStats: {}) to use the default scale factor of 1 for the various size data. 指定一个空文档(即storageStats: {})以对各种大小的数据使用默认的比例因子1。Scale factor of 1 displays the returned sizes in bytes.比例因子1以字节为单位显示返回的大小。
  • Specify the scale factor (i.e. storageStats: { scale: <number> }) to use the specified scale factor for the various size data. 指定比例因子(即storageStats: { scale: <number> })以对各种大小的数据使用指定的比例因子。For example, to display kilobytes rather than bytes, specify a scale value of 1024.例如,要显示千字节而不是字节,请指定1024的比例值。
    If you specify a non-integer scale factor, MongoDB uses the integer part of the specified factor. 如果指定非整数比例因子,MongoDB将使用指定因子的整数部分。For example, if you specify a scale factor of 1023.999, MongoDB uses 1023 as the scale factor.例如,如果指定的比例因子为1023.999,MongoDB将使用1023作为比例因子。
    The scale factor does not affect those sizes that specify the unit of measurement in the field name, such as "bytes currently in the cache".比例因子不会影响字段名称中指定测量单位的大小,例如"bytes currently in the cache"
countAdds the total number of documents in the collection to the return document. 将集合中的文档总数添加到返回文档中。
Note
The count is based on the collection's metadata, which provides a fast but sometimes inaccurate count for sharded clusters. 计数基于集合的元数据,该元数据为分片集群提供了快速但有时不准确的计数。
See count Field 请参阅count字段
queryExecStatsAdds query execution statistics to the return document. 查询执行统计信息添加到返回文档中。
New in version 4.4. 4.4版新增。

For a collection in a replica set or a non-sharded collection in a cluster, $collStats outputs a single document. 对于副本集中的集合或集群中的非分片集合$collStats输出单个文档。For a sharded collection, $collStats outputs one document per shard. The output document includes the following fields:对于分片集合$collStats为每个分片输出一个文档。输出文档包括以下字段:

Field Name字段名称Description描述
nsThe namespace of the requested collection or view.请求的集合或视图的命名空间
shardThe name of the shard the output document corresponds to.输出文档所对应的分片的名称。
Only present when $collStats runs on a sharded cluster. 仅当$collStats在分片集群上运行时才出现。Both sharded and non-sharded collections will produce this field. 分片集合和非分片集合都将生成此字段。
hostThe hostname and port of the mongod process which produced the output document.生成输出文档的mongod进程的主机名和端口。
localTimeThe current time on the MongoDB server, expressed as UTC milliseconds since the UNIX epoch.MongoDB服务器上的当前时间,表示为自UNIX epoch以来的UTC毫秒。
latencyStatsStatistics related to request latency for a collection or view. 与集合或视图的请求延迟相关的统计信息。See latencyStats Document for details on this document.有关此文档的详细信息,请参阅latencyStats文档
Only present when the latencyStats: {} option is specified. 仅在指定latencyStats: {}选项时才出现。
storageStatsStatistics related to a collection's storage engine. 与集合的存储引擎相关的统计信息。See storageStats Document for details on this document.有关此文档的详细信息,请参阅storageStats文档
The various size data is scaled by the specified factor (with the exception of those sizes that specify the unit of measurement in the field name).各种尺寸数据按指定因子缩放(字段名称中指定测量单位的尺寸除外)。
Only present when the storageStats option is specified.仅在指定了storageStats选项时才显示。
Returns an error if applied to a view. 如果应用于视图,则返回错误。
countThe total number of documents in the collection. 集合中的文档总数。This data is also available in storageStats.count. storageStats.count中也提供了此数据。
Note
The count is based on the collection's metadata, which provides a fast but sometimes inaccurate count for sharded clusters. 计数基于集合的元数据,该元数据为分片集群提供了快速但有时不准确的计数。
Only present when the count: {} option is specified. Returns an error if applied to a view. 仅在指定了count: {}选项时出现。如果应用于视图,则返回错误。
queryExecStatsStatistics related to query execution for the collection.与集合的查询执行相关的统计信息。
Only present when the queryExecStats: {} option is specified. 仅在指定queryExecStats: {}选项时出现。Returns an error if applied to a view. 如果应用于视图,则返回错误。

Behavior行为

$collStats must be the first stage in an aggregation pipeline, or else the pipeline returns an error.必须是聚合管道中的第一个阶段,否则管道将返回错误。

Redaction修改

When using Queryable Encryption, $collStats output redacts certain information for encrypted collections:使用可查询加密时,$collStats输出会对加密集合的某些信息进行编辑:

  • The output omits 输出省略"queryExecStats"
  • The output omits 输出省略"latencyStats"
  • The output redacts "WiredTiger", if present, to include only the url field.输出对"WiredTiger"(如果存在)进行编辑,以仅包括url字段。

Transactions事务

$collStats is not allowed in transactions.事务记录中不允许有$collStats

latencyStats Document文档

The latencyStats embedded document only exists in the output if you specify the latencyStats option.如果指定latencyStats选项,则latencyStatis嵌入文档仅存在于输出中。

Field Name字段名称Description描述
readsLatency statistics for read requests.读取请求的延迟统计信息。
writesLatency statistics for write requests.写入请求的延迟统计信息。
commandsLatency statistics for database commands.数据库命令的延迟统计信息。
transactionsLatency statistics for database transactions.数据库事务的延迟统计信息。

Each of these fields contains an embedded document bearing the following fields:这些字段中的每一个都包含一个嵌入文档,其中包含以下字段:

Field Name字段名称Description描述
latencyA 64-bit integer giving the total combined latency in microseconds.一个64位整数,给出以微秒为单位的总组合延迟。
opsA 64-bit integer giving the total number of operations performed on the collection since startup.一个64位整数,给出自启动以来对集合执行的操作总数。
histogramAn array of embedded documents, each representing a latency range. Each document covers twice the previous document's range. 嵌入文档的数组,每个文档表示一个延迟范围。每个文档覆盖的范围是前一个文档的两倍。For upper values between 2048 microseconds and roughly 1 second, the histogram includes half-steps.对于2048微秒到大约1秒之间的上限值,直方图包括半步。
This field only exists given the latencyStats: { histograms: true } option. Empty ranges with a zero count are omitted from the output.此字段仅在给定latencyStats: { histograms: true }选项的情况下存在。输出中会省略count为零的空范围。
Each document bears the following fields: 每份文件都包含以下字段:
Field Name字段名称Description描述
microsA 64-bit integer giving the inclusive upper time bound of the current latency range in microseconds.一个64位整数,给出以微秒为单位的当前延迟范围的时间上限。
The document's range spans between the previous document's micros value, exclusive, and this document's micros value, inclusive. 文档的范围介于前一文档的micros值(排除)和此文档的micro值(包含)之间。
countA 64-bit integer giving the number of operations with latency less than or equal to micros.一个64位整数,给出延迟小于或等于micros的操作数。

For example, if collStats returns the following histogram:例如,如果collStats返回以下直方图:

histogram: [
{ micros: NumberLong(1), count: NumberLong(10) },
{ micros: NumberLong(2), count: NumberLong(1) },
{ micros: NumberLong(4096), count: NumberLong(1) },
{ micros: NumberLong(16384), count: NumberLong(1000) },
{ micros: NumberLong(49152), count: NumberLong(100) }
]

This indicates that there were 这表明[1]:

  • 10 operations taking 1 microsecond or less有10次操作耗时1微秒或更短
  • 1 operation in the range (1, 2] microseconds有1次操作耗时在(1,2]微秒范围内
  • 1 operation in the range (3072, 4096] microseconds有1次操作耗时在(3072, 4096]微秒范围内
  • 1000 operations in the range (12288, 16384] microseconds有1000次操作耗时在(12288, 16384]微秒范围内
  • 100 operations in the range (32768, 49152] microseconds有100次操作耗时在(32768, 49152]微秒范围内
[1]
  • The ( symbol notation on this page means the value is exclusive.此页上的(符号表示法表示该值是排除的。
  • The ] symbol notation on this page means the value is inclusive.此页上的]符号表示法表示该值是包含的。

For example, if you run $collStats with the latencyStats: {} option on a matrices collection:例如,如果在matrices集合上使用latencyStats: {}选项运行$collStats

db.matrices.aggregate( [ { $collStats: { latencyStats: { histograms: true } } } ] )

This query returns a result similar to the following:此查询返回类似于以下内容的结果:

{ "ns" : "test.matrices",
"host" : mongo.example.net:27017",
"localTime" : ISODate("2017-10-06T19:43:56.599Z"),
"latencyStats" :
{ "reads" :
{ "histogram" : [
{ "micros" : NumberLong(16),
"count" : NumberLong(3) },
{ "micros" : NumberLong(32),
"count" : NumberLong(1) },
{ "micros" : NumberLong(128),
"count" : NumberLong(1) } ],
"latency" : NumberLong(264),
"ops" : NumberLong(5) },
"writes" :
{ "histogram" : [
{ "micros" : NumberLong(32),
"count" : NumberLong(1) },
{ "micros" : NumberLong(64),
"count" : NumberLong(3) },
{ "micros" : NumberLong(24576),
"count" : NumberLong(1) } ],
"latency" : NumberLong(27659),
"ops" : NumberLong(5) },
"commands" :
{ "histogram" : [
{
"micros" : NumberLong(196608),
"count" : NumberLong(1)
}
],
"latency" : NumberLong(0),
"ops" : NumberLong(0) },
"transactions" : {
"histogram" : [ ],
"latency" : NumberLong(0),
"ops" : NumberLong(0)
}
}
}

storageStats Document文档

The storageStats embedded document only exists in the output if you specify the storageStats option.只有在指定storageStats选项的情况下,storageStat嵌入文档才会出现在输出中。

The contents of this document are dependent on the storage engine in use. 本文档的内容取决于所使用的存储引擎。See Output for a reference on this document.有关本文档的参考信息,请参阅输出

For example, if you run $collStats with the storageStats: {} option on a matrices collection using the WiredTiger Storage Engine:例如,如果使用WiredTiger存储引擎在矩阵集合上运行带有storageStats:{}选项的$collStats

db.matrices.aggregate( [ { $collStats: { storageStats: { } } } ] )

This query returns a result similar to the following:此查询返回类似于以下内容的结果:

{
"ns" : "test.matrices",
"host" : mongo.example.net:27017",
"localTime" : ISODate("2020-03-06T01:44:57.437Z"),
"storageStats" : {
"size" : 608500363,
"count" : 1104369,
"avgObjSize" : 550,
"storageSize" : 352878592,
"freeStorageSize" : 2490380, // Starting in MongoDB 4.4
"capped" : false,
"wiredTiger" : {
...
},
"nindexes" : 2,
"indexDetails" : {
...
},
"indexBuilds" : [
"_id_1_abc_1"
],
"totalIndexSize" : 260337664,
"totalSize" : 613216256, // Starting in MongoDB 4.4
"indexSizes" : {
"_id_" : 9891840,
"_id_1_abc_1" : 250445824
},
"scaleFactor" : 1
}
}

See Output for a reference on this document.有关本文档的参考信息,请参阅输出

Note

In-progress Indexes进行中索引

The returned storageStats includes information on indexes being built. 返回的storageStats包括有关正在构建的索引的信息。For details, see:有关详细信息,请参阅:

Performing $collStats with the storageStats option on a view results in an error.在视图上使用storageStats选项执行$collStats会导致错误。

count Field字段

The count field only exists in the output if you specify the count option.如果指定了count选项,则count字段仅存在于输出中。

For example, if you run $collStats with the count: {} option on a matrices collection:例如,如果在matrices集合上使用count: {}选项运行$collStats

db.matrices.aggregate( [ { $collStats: { count: { } } } ] )

The query returns a result similar to the following:查询返回类似于以下内容的结果:

{
"ns" : "test.matrices",
"host" : mongo.example.net:27017",
"localTime" : ISODate("2017-10-06T19:43:56.599Z"),
"count" : 1103869
}
Note

The count is based on the collection's metadata, which provides a fast but sometimes inaccurate count for sharded clusters.计数基于集合的元数据,该元数据为分片集群提供了快速但有时不准确的计数。

The total number of documents in the collection is also available as storageStats.count when storageStats: {} is specified. 指定storageStats:{}时,集合中的文档总数也可用作storageStats.countFor more information, see storageStats Document.有关更多信息,请参阅storageStats文档

queryExecStats Document文档

New in version 4.4. 4.4版新增。

The queryExecStats embedded document only exists in the output if you specify the queryExecStats option.只有在指定queryExecStats选项的情况下,queryExecStat嵌入文档才会存在于输出中。

The collectionScans field contains an embedded document bearing the following fields:collectionScans字段包含包含以下字段的嵌入文档:

Field Name字段名称Description描述
totalA 64-bit integer giving the total number of queries that performed a collection scan. 一个64位整数,给出执行集合扫描的查询总数。The total consists of queries that did and did not use a tailable cursor.总数由使用和未使用可裁剪游标的查询组成。
nonTailableA 64-bit integer giving the number of queries that performed a collection scan that did not use a tailable cursor.一个64位整数,给出执行集合扫描但未使用可裁剪游标的查询数。

For example, if you run $collStats with the queryExecStats: {} option on a matrices collection:例如,如果在矩阵集合上使用queryExecStats:{}选项运行$collStats

db.matrices.aggregate( [ { $collStats: { queryExecStats: { } } } ] )

The query returns a result similar to the following:查询返回类似于以下内容的结果:

{
"ns": "test.matrices",
"host": "mongo.example.net:27017",
"localTime": ISODate("2020-06-03T14:23:29.711Z"),
"queryExecStats": {
"collectionScans": {
"total": NumberLong(33),
"nonTailable": NumberLong(31)
}
}
}

$collStats on Sharded Collections分片集合上的$collStats

$collStats outputs one document per shard when run on sharded collections. 分片集合上运行时,每个分片输出一个文档。Each output document contains a shard field with the name of the shard the document corresponds to.每个输出文档都包含一个shard字段,该字段具有文档所对应的分片的名称。

For example, if you run $collStats on a sharded collection with the count: {} option on a collection named matrices:例如,如果您在名为matrices的集合上使用count: {}选项对分片集合运行$collStats

db.matrices.aggregate( [ { $collStats: { count: { } } } ] )

The query returns a result similar to the following:查询返回类似于以下内容的结果:

{
"ns" : "test.matrices",
"shard" : "s1",
"host" : "s1-mongo1.example.net:27017",
"localTime" : ISODate("2017-10-06T15:14:21.258Z"),
"count" : 661705
}
{
"ns" : "test.matrices",
"shard" : "s2",
"host" : "s2-mongo1.example.net:27017",
"localTime" : ISODate("2017-10-06T15:14:21.258Z"),
"count" : 442164
}
Tip

See also: 另请参阅: