$collStats (aggregation)

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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阶段接受带有以下可选字段的参数文档:

Field Name字段名Description描述
latencyStatsAdds latency statistics to the return document.向返回文档添加延迟统计信息
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。
storageStats

Adds storage statistics to the return document.存储统计信息添加到返回文档。

  • Specify an empty document (i.e. storageStats: {}) to use the default scale factor of 1 for the various size data. Scale factor of 1 displays the returned sizes in bytes.指定一个空文档(即storageStats: {}),以对各种大小的数据使用默认比例因子1。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的刻度值。

    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".比例因子不影响字段名称中指定测量单位的大小,例如“缓存中当前的字节”。

count

Adds 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。

Note注意

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,这为分片集群提供了快速但有时不准确的计数。

See count Field查看count字段

queryExecStats

Adds query execution statistics to the return document.查询执行统计信息添加到返回文档。

New in version 4.4.在版本4.4中新增

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, $collStats outputs one document per shard. 对于分片集合$collStats为每个分片输出一个文档。The output document includes the following fields:输出文档包括以下字段:

Field NameDescription描述
nsThe namespace of the requested collection or view.请求的集合或视图的命名空间
shard

The name of the shard the output document corresponds to.输出文档对应的分片的名称。

Only present when $collStats runs on a sharded cluster. 仅当$collStats在分片集群上运行时出现。Both sharded and non-sharded collections will produce this field.分片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时代以来的UTC毫秒。
latencyStats

Statistics 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.有关本文档的详细信息,请参阅latencyStats文档

Only present when the latencyStats: {} option is specified.仅在指定了latencyStats: {}选项时存在。

storageStats

Statistics 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系数缩放(在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storageStats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。

count

The total number of documents in the collection. 集合中的文档总数。This data is also available in storageStats.count.该数据也可在storageStats.count中获得。

Note注意

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,这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. 仅在指定计数:count: {}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。

queryExecStats

Statistics 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. 仅当指定了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阶段,否则管道将返回错误。

Transactions事务

$collStats is not allowed in transactions.事务中不允许使用$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latencyStats嵌入文档仅存在于输出中。

Field NameDescription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。

Each of these fields contains an embedded document bearing the following fields:每个字段都包含一个嵌入文档,其中包含以下字段:

Field Name字段名Description描述
latencyA 64-bit integer giving the total combined latency in microseconds.64位整数,以微秒为单位给出总的组合延迟。
opsA 64-bit integer giving the total number of operations performed on the collection since startup.一个64位整数,表示自启动以来对集合执行的操作总数。
histogram

An array of embedded documents, each representing a latency range. 嵌入文档的数组,每个表示延迟范围。Each document covers twice the previous document's range. 每个文档覆盖上一个文档范围的两倍。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. 此字段仅在给定latencyStats: { histograms: true }选项时存在。Empty ranges with a zero count are omitted from the output.输出中省略了count为零的空范围。

Each document bears the following fields:每个文档包含以下字段:

Field Name字段名Description描述
micros

A 64-bit integer giving the inclusive upper time bound of the current latency range in microseconds.一个64位整数,以微秒为单位给出当前延迟范围的包含时间上限。

The document's range spans between the previous document's micros value, exclusive, and this document's micros value, inclusive.文档的范围介于上一文档的micro值(排除)和本文档的micros值(包含)之间。

countA 64-bit integer giving the number of operations with latency less than or equal to micros.64位整数,表示延迟小于或等于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:这表明有:

  • 10 operations taking 1 microsecond or less,10次操作花费1微秒或更少,
  • 1 operation in the range (1, 2] microseconds,在(1, 2]微秒范围内的1次操作,
  • 1 operation in the range (3072, 4096] microseconds,在(3072, 4096]微秒范围内的1个操作,
  • 1000 operations in the range (12288, 16384], and范围内的1000次操作(12288, 16384],以及
  • 100 operations in the range (32768, 49152].范围内的100个操作(32768, 49152]。

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:此查询返回的结果与以下类似:

{ "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.如果指定了storageStats选项,则嵌入的storageStats文档仅存在于输出中。

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

For example, if you run $collStats with the storageStats: {} option on a matrices collection using the WiredTiger Storage Engine:例如,如果使用WiredTiger存储引擎matrices集合上使用storageStats: {}选项运行$collStats

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

This query returns a result similar to the following:此查询返回的结果与以下类似:

{
  "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" : [
    // Starting in MongoDB 4.2

       "_id_1_abc_1"

    ],

    "totalIndexSize" : 260337664,

    "totalSize" : 613216256,
    // Starting in MongoDB 4.4

    "indexSizes" : {

      "_id_" : 9891840,

      "_id_1_abc_1" : 250445824

    },

    "scaleFactor" : 1
    // Starting in MongoDB 4.2
  }
}

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

Note注意
In-progress Indexes

Starting in MongoDB 4.2, the returned storageStats includes information on indexes being built. 从MongoDB 4.2开始,返回的storageStats包含关于正在构建的索引的信息。For details, see:有关详细信息,请参阅:

Performing $collStats with the storageStats option on a view results in an error.视图上使用storageStats选项执行$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:查询将返回类似以下的结果:

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

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,这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.在版本4.4中新增

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

The collectionScans field contains an embedded document bearing the following fields:collectionScans字段包含一个包含以下字段的嵌入式文档:

Field NameDescription描述
totalA 64-bit integer giving the total number of queries that performed a collection scan. 一个64位整数,表示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,表示执行不使用可裁剪游标的集合扫描的查询数。

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

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

The query returns a result similar to the following:查询将返回类似以下的结果:

{
  "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. $collStats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,其中包含文档对应的分片的名称。

For example, if you run $collStats on a sharded collection with the count: {} option on a collection named matrices:例如,如果在名为matrices的集合上使用count: {}选项在分片集合上运行$collStats

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

The query returns a result similar to the following:查询将返回类似以下的结果:

{
  "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
}
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