From 5a85d01bcdd2a1a2025d8b19063e3522cc1527b8 Mon Sep 17 00:00:00 2001 From: dunwu Date: Fri, 25 Sep 2020 21:23:41 +0800 Subject: [PATCH] update docs --- .../{Nosql数据库.xmind => mongodb.xmind} | Bin 726619 -> 713910 bytes assets/数据库技术鸟瞰.xmind | Bin 0 -> 772235 bytes docs/nosql/mongodb/README.md | 4 +- docs/nosql/mongodb/mongodb-aggregation.md | 2 +- docs/nosql/mongodb/mongodb-crud.md | 320 ++++++++++++++++++ docs/nosql/mongodb/mongodb-index.md | 28 +- docs/nosql/mongodb/mongodb-model.md | 2 +- docs/nosql/mongodb/mongodb-ops.md | 3 +- docs/nosql/mongodb/mongodb-quickstart.md | 2 +- docs/nosql/mongodb/mongodb-replication.md | 2 +- docs/nosql/mongodb/mongodb-sharding.md | 4 +- 11 files changed, 344 insertions(+), 23 deletions(-) rename assets/{Nosql数据库.xmind => mongodb.xmind} (96%) create mode 100644 assets/数据库技术鸟瞰.xmind create mode 100644 docs/nosql/mongodb/mongodb-crud.md diff --git a/assets/Nosql数据库.xmind b/assets/mongodb.xmind similarity index 96% rename from assets/Nosql数据库.xmind 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### [MongoDB 应用指南](mongodb-quickstart.md) +### [MongoDB CRUD 操作](mongodb-crud.md) + ### [MongoDB 聚合操作](mongodb-aggregation.md) ### [MongoDB 建模](mongodb-model.md) @@ -28,7 +30,7 @@ - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-aggregation.md b/docs/nosql/mongodb/mongodb-aggregation.md index fb9bc95..f5087f6 100644 --- a/docs/nosql/mongodb/mongodb-aggregation.md +++ b/docs/nosql/mongodb/mongodb-aggregation.md @@ -377,7 +377,7 @@ SQL 和 MongoDB 聚合方式对比: - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-crud.md b/docs/nosql/mongodb/mongodb-crud.md new file mode 100644 index 0000000..bcc8417 --- /dev/null +++ b/docs/nosql/mongodb/mongodb-crud.md @@ -0,0 +1,320 @@ +# MongoDB CRUD 操作 + + + + + +## 一、基本 CRUD 操作 + +MongoDB 的 CRUD 操作是针对 document 的读写操作。 + +### Create 操作 + +MongoDB 提供以下操作向一个 collection 插入 document + +- [`db.collection.insertOne()`](https://docs.mongodb.com/manual/reference/method/db.collection.insertOne/#db.collection.insertOne):插入一条 document +- [`db.collection.insertMany()`](https://docs.mongodb.com/manual/reference/method/db.collection.insertMany/#db.collection.insertMany):插入多条 document + +> 注:以上操作都是原子操作。 + +![](https://raw.githubusercontent.com/dunwu/images/dev/snap/20200924112342.svg) + +插入操作的特性: + +- MongoDB 中的所有写操作都是单个文档级别的原子操作。 +- 如果要插入的 collection 当前不存在,则插入操作会自动创建 collection。 +- 在 MongoDB 中,存储在集合中的每个文档都需要一个唯一的 [`_id`](https://docs.mongodb.com/manual/reference/glossary/#term-id) 字段作为主键。如果插入的文档省略 `_id` 字段,则 MongoDB 驱动程序会自动为 `_id` 字段生成 ObjectId。 +- 可以 MongoDB 写入操作的确认级别来控制写入行为。 + +【示例】插入一条 document 示例 + +```javascript +db.inventory.insertOne({ + item: 'canvas', + qty: 100, + tags: ['cotton'], + size: { h: 28, w: 35.5, uom: 'cm' }, +}) +``` + +【示例】插入多条 document 示例 + +```javascript +db.inventory.insertMany([ + { + item: 'journal', + qty: 25, + tags: ['blank', 'red'], + size: { h: 14, w: 21, uom: 'cm' }, + }, + { + item: 'mat', + qty: 85, + tags: ['gray'], + size: { h: 27.9, w: 35.5, uom: 'cm' }, + }, + { + item: 'mousepad', + qty: 25, + tags: ['gel', 'blue'], + size: { h: 19, w: 22.85, uom: 'cm' }, + }, +]) +``` + +### Read 操作 + +MongoDB 提供 [`db.collection.find()`](https://docs.mongodb.com/manual/reference/method/db.collection.find/#db.collection.find) 方法来检索 document。 + +![](https://raw.githubusercontent.com/dunwu/images/dev/snap/20200924113832.svg) + +### Update 操作 + +MongoDB 提供以下操作来更新 collection 中的 document + +- [`db.collection.updateOne()`](https://docs.mongodb.com/manual/reference/method/db.collection.updateOne/#db.collection.updateOne):更新一条 document +- [`db.collection.updateMany()`](https://docs.mongodb.com/manual/reference/method/db.collection.updateMany/#db.collection.updateMany):更新多条 document +- [`db.collection.replaceOne()`](https://docs.mongodb.com/manual/reference/method/db.collection.replaceOne/#db.collection.replaceOne):替换一条 document + +语法格式: + +- [`db.collection.updateOne(, , )`](https://docs.mongodb.com/manual/reference/method/db.collection.updateOne/#db.collection.updateOne) +- [`db.collection.updateMany(, , )`](https://docs.mongodb.com/manual/reference/method/db.collection.updateMany/#db.collection.updateMany) +- [`db.collection.replaceOne(, , )`](https://docs.mongodb.com/manual/reference/method/db.collection.replaceOne/#db.collection.replaceOne) + +![](https://raw.githubusercontent.com/dunwu/images/dev/snap/20200924114043.svg) + +【示例】插入测试数据 + +```javascript +db.inventory.insertMany([ + { + item: 'canvas', + qty: 100, + size: { h: 28, w: 35.5, uom: 'cm' }, + status: 'A', + }, + { item: 'journal', qty: 25, size: { h: 14, w: 21, uom: 'cm' }, status: 'A' }, + { item: 'mat', qty: 85, size: { h: 27.9, w: 35.5, uom: 'cm' }, status: 'A' }, + { + item: 'mousepad', + qty: 25, + size: { h: 19, w: 22.85, uom: 'cm' }, + status: 'P', + }, + { + item: 'notebook', + qty: 50, + size: { h: 8.5, w: 11, uom: 'in' }, + status: 'P', + }, + { item: 'paper', qty: 100, size: { h: 8.5, w: 11, uom: 'in' }, status: 'D' }, + { + item: 'planner', + qty: 75, + size: { h: 22.85, w: 30, uom: 'cm' }, + status: 'D', + }, + { + item: 'postcard', + qty: 45, + size: { h: 10, w: 15.25, uom: 'cm' }, + status: 'A', + }, + { + item: 'sketchbook', + qty: 80, + size: { h: 14, w: 21, uom: 'cm' }, + status: 'A', + }, + { + item: 'sketch pad', + qty: 95, + size: { h: 22.85, w: 30.5, uom: 'cm' }, + status: 'A', + }, +]) +``` + +【示例】更新一条 document + +```javascript +db.inventory.updateOne( + { item: 'paper' }, + { + $set: { 'size.uom': 'cm', status: 'P' }, + $currentDate: { lastModified: true }, + } +) +``` + +【示例】更新多条 document + +```javascript +db.inventory.updateMany( + { qty: { $lt: 50 } }, + { + $set: { 'size.uom': 'in', status: 'P' }, + $currentDate: { lastModified: true }, + } +) +``` + +【示例】替换一条 document + +```javascript +db.inventory.replaceOne( + { item: 'paper' }, + { + item: 'paper', + instock: [ + { warehouse: 'A', qty: 60 }, + { warehouse: 'B', qty: 40 }, + ], + } +) +``` + +更新操作的特性: + +- MongoDB 中的所有写操作都是单个文档级别的原子操作。 +- 一旦设置了,就无法更新或替换 [`_id`](https://docs.mongodb.com/manual/reference/glossary/#term-id) 字段。 +- 除以下情况外,MongoDB 会在执行写操作后保留文档字段的顺序: + - `_id` 字段始终是文档中的第一个字段。 + - 包括重命名字段名称的更新可能导致文档中字段的重新排序。 +- 如果更新操作中包含 `upsert : true` 并且没有 document 匹配过滤器,MongoDB 会新插入一个 document;如果有匹配的 document,MongoDB 会修改或替换这些 document。 + +### Delete 操作 + +MongoDB 提供以下操作来删除 collection 中的 document + +- [`db.collection.deleteOne()`](https://docs.mongodb.com/manual/reference/method/db.collection.deleteOne/#db.collection.deleteOne):删除一条 document +- [`db.collection.deleteMany()`](https://docs.mongodb.com/manual/reference/method/db.collection.deleteMany/#db.collection.deleteMany):删除多条 document + +![](https://raw.githubusercontent.com/dunwu/images/dev/snap/20200924120007.svg) + +删除操作的特性: + +- MongoDB 中的所有写操作都是单个文档级别的原子操作。 + +## 二、批量写操作 + +MongoDB 通过 [`db.collection.bulkWrite()`](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#db.collection.bulkWrite) 方法来支持批量写操作(包括批量插入、更新、删除)。 + +此外,[`db.collection.insertMany()`](https://docs.mongodb.com/manual/reference/method/db.collection.insertMany/#db.collection.insertMany) 方法支持批量插入操作。 + +### 有序和无序的操作 + +批量写操作可以有序或无序。 + +- 对于有序列表,MongoDB 串行执行操作。如果在写操作的处理过程中发生错误,MongoDB 将不处理列表中剩余的写操作。 +- 对于无序列表,MongoDB 可以并行执行操作,但是不能保证此行为。如果在写操作的处理过程中发生错误,MongoDB 将继续处理列表中剩余的写操作。 + +在分片集合上执行操作的有序列表通常比执行无序列表要慢,因为对于有序列表,每个操作必须等待上一个操作完成。 + +默认情况下,[`bulkWrite()`](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#db.collection.bulkWrite) 执行有序操作。要指定无序写操作,请在选项文档中设置 `ordered : false`。 + +### bulkWrite() 方法 + +[`bulkWrite()`](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#db.collection.bulkWrite) 支持以下写操作: + +- [insertOne](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-insertone) +- [updateOne](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-updateonemany) +- [updateMany](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-updateonemany) +- [replaceOne](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-replaceone) +- [deleteOne](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-deleteonemany) +- [deleteMany](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#bulkwrite-write-operations-deleteonemany) + +【示例】批量写操作示例 + +```javascript +try { + db.characters.bulkWrite([ + { + insertOne: { + document: { + _id: 4, + char: 'Dithras', + class: 'barbarian', + lvl: 4, + }, + }, + }, + { + insertOne: { + document: { + _id: 5, + char: 'Taeln', + class: 'fighter', + lvl: 3, + }, + }, + }, + { + updateOne: { + filter: { char: 'Eldon' }, + update: { $set: { status: 'Critical Injury' } }, + }, + }, + { deleteOne: { filter: { char: 'Brisbane' } } }, + { + replaceOne: { + filter: { char: 'Meldane' }, + replacement: { char: 'Tanys', class: 'oracle', lvl: 4 }, + }, + }, + ]) +} catch (e) { + print(e) +} +``` + +### 批量写操作策略 + +大量的插入操作(包括初始数据插入或常规数据导入)可能会影响分片集群的性能。对于批量插入,请考虑以下策略: + +#### 预拆分 collection + +如果分片集合为空,则该集合只有一个初始 [chunk](https://docs.mongodb.com/manual/reference/glossary/#term-chunk),该 [chunk](https://docs.mongodb.com/manual/reference/glossary/#term-chunk) 位于单个分片上。然后,MongoDB 必须花一些时间来接收数据,创建拆分并将拆分的块分发到可用的分片。为了避免这种性能成本,您可以按照拆分群集中的拆分块中的说明预拆分 collection。 + +#### 无序写操作 + +要提高对分片集群的写入性能,请使用 [`bulkWrite()`](https://docs.mongodb.com/manual/reference/method/db.collection.bulkWrite/#db.collection.bulkWrite),并将可选参数顺序设置为 false。[`mongos`](https://docs.mongodb.com/manual/reference/program/mongos/#bin.mongos) 可以尝试同时将写入操作发送到多个分片。对于空集合,首先按照分片群集中的分割 [chunk](https://docs.mongodb.com/manual/reference/glossary/#term-chunk) 中的说明预拆分 collection。 + +#### 避免单调节流 + +如果在一次插入操作中,分片 key 单调递增,那么所有的插入数据都会存入 collection 的最后一个 chunk,也就是存入一个分片中。因此,集群的插入容量将永远不会超过该单个分片的插入容量。 + +如果插入量大于单个分片可以处理的插入量,并且无法避免单调递增的分片键,那么请考虑对应用程序进行以下修改: + +- 反转分片密钥的二进制位。这样可以保留信息,并避免将插入顺序与值序列的增加关联起来。 +- 交换第一个和最后一个 16 位字以“随机”插入。 + +## SQL 和 MongoDB 对比 + +### 术语和概念 + +| SQL 术语和概念 | MongoDB 术语和概念 | +| :-------------------------- | :----------------------------------------------------------- | +| database | [database](https://docs.mongodb.com/manual/reference/glossary/#term-database) | +| table | [collection](https://docs.mongodb.com/manual/reference/glossary/#term-collection) | +| row | [document](https://docs.mongodb.com/manual/reference/glossary/#term-document) 或 [BSON](https://docs.mongodb.com/manual/reference/glossary/#term-bson) | +| column | [field](https://docs.mongodb.com/manual/reference/glossary/#term-field) | +| index | [index](https://docs.mongodb.com/manual/reference/glossary/#term-index) | +| table joins | [`$lookup`](https://docs.mongodb.com/manual/reference/operator/aggregation/lookup/#pipe._S_lookup)、嵌入式文档 | +| primary key | [primary key](https://docs.mongodb.com/manual/reference/glossary/#term-primary-key)
MongoDB 中自动设置主键为 [`_id`](https://docs.mongodb.com/manual/reference/glossary/#term-id) 字段 | +| aggregation (e.g. group by) | aggregation pipeline
参考 [SQL to Aggregation Mapping Chart](https://docs.mongodb.com/manual/reference/sql-aggregation-comparison/). | +| SELECT INTO NEW_TABLE | [`$out`](https://docs.mongodb.com/manual/reference/operator/aggregation/out/#pipe._S_out)
参考 [SQL to Aggregation Mapping Chart](https://docs.mongodb.com/manual/reference/sql-aggregation-comparison/) | +| MERGE INTO TABLE | [`$merge`](https://docs.mongodb.com/manual/reference/operator/aggregation/merge/#pipe._S_merge) (MongoDB 4.2 开始支持)
参考 [SQL to Aggregation Mapping Chart](https://docs.mongodb.com/manual/reference/sql-aggregation-comparison/). | +| UNION ALL | [`$unionWith`](https://docs.mongodb.com/manual/reference/operator/aggregation/unionWith/#pipe._S_unionWith) (MongoDB 4.4 开始支持) | +| transactions | [transactions](https://docs.mongodb.com/manual/core/transactions/) | + +## 参考资料 + +- **官方** + - [MongoDB 官网](https://www.mongodb.com/) + - [MongoDB Github](https://github.com/mongodb/mongo) + - [MongoDB 官方免费教程](https://university.mongodb.com/) +- **教程** + - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) + - [MongoDB 高手课](https://time.geekbang.org/course/intro/100040001) diff --git a/docs/nosql/mongodb/mongodb-index.md b/docs/nosql/mongodb/mongodb-index.md index 0ccc723..5f697ca 100644 --- a/docs/nosql/mongodb/mongodb-index.md +++ b/docs/nosql/mongodb/mongodb-index.md @@ -18,7 +18,7 @@ **MongoDB 使用 `createIndex()` 方法来创建索引**。 - `createIndex()` 语法如下: +`createIndex()` 语法如下: ```javascript db.collection.createIndex( , ) @@ -26,18 +26,18 @@ db.collection.createIndex( , ) `createIndex()` 可选参数列表如下: -| Parameter | Type | Description | -| :----------------- | :------------ | :----------------------------------------------------------- | -| background | Boolean | 建索引过程会阻塞其它数据库操作,background可指定以后台方式创建索引,即增加 "background" 可选参数。 "background" 默认值为**false**。 | -| unique | Boolean | 建立的索引是否唯一。指定为true创建唯一索引。默认值为**false**. | -| name | string | 索引的名称。如果未指定,MongoDB的通过连接索引的字段名和排序顺序生成一个索引名称。 | -| dropDups | Boolean | **3.0+版本已废弃。**在建立唯一索引时是否删除重复记录,指定 true 创建唯一索引。默认值为 **false**. | -| sparse | Boolean | 对文档中不存在的字段数据不启用索引;这个参数需要特别注意,如果设置为true的话,在索引字段中不会查询出不包含对应字段的文档.。默认值为 **false**. | -| expireAfterSeconds | integer | 指定一个以秒为单位的数值,完成 TTL设定,设定集合的生存时间。 | -| v | index version | 索引的版本号。默认的索引版本取决于mongod创建索引时运行的版本。 | -| weights | document | 索引权重值,数值在 1 到 99,999 之间,表示该索引相对于其他索引字段的得分权重。 | -| default_language | string | 对于文本索引,该参数决定了停用词及词干和词器的规则的列表。 默认为英语 | -| language_override | string | 对于文本索引,该参数指定了包含在文档中的字段名,语言覆盖默认的language,默认值为 language. | +| Parameter | Type | Description | +| :----------------- | :------------ | :----------------------------------------------------------------------------------------------------------------------------------------------- | +| background | Boolean | 建索引过程会阻塞其它数据库操作,background 可指定以后台方式创建索引,即增加 "background" 可选参数。 "background" 默认值为**false**。 | +| unique | Boolean | 建立的索引是否唯一。指定为 true 创建唯一索引。默认值为**false**. | +| name | string | 索引的名称。如果未指定,MongoDB 的通过连接索引的字段名和排序顺序生成一个索引名称。 | +| dropDups | Boolean | **3.0+版本已废弃。**在建立唯一索引时是否删除重复记录,指定 true 创建唯一索引。默认值为 **false**. | +| sparse | Boolean | 对文档中不存在的字段数据不启用索引;这个参数需要特别注意,如果设置为 true 的话,在索引字段中不会查询出不包含对应字段的文档.。默认值为 **false**. | +| expireAfterSeconds | integer | 指定一个以秒为单位的数值,完成 TTL 设定,设定集合的生存时间。 | +| v | index version | 索引的版本号。默认的索引版本取决于 mongod 创建索引时运行的版本。 | +| weights | document | 索引权重值,数值在 1 到 99,999 之间,表示该索引相对于其他索引字段的得分权重。 | +| default_language | string | 对于文本索引,该参数决定了停用词及词干和词器的规则的列表。 默认为英语 | +| language_override | string | 对于文本索引,该参数指定了包含在文档中的字段名,语言覆盖默认的 language,默认值为 language. | 【示例】使用 name 作为索引,并且按照降序排序 @@ -49,7 +49,7 @@ db.collection.createIndex( { name: -1 } ) - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-model.md b/docs/nosql/mongodb/mongodb-model.md index 9f7d928..9ca77ba 100644 --- a/docs/nosql/mongodb/mongodb-model.md +++ b/docs/nosql/mongodb/mongodb-model.md @@ -385,7 +385,7 @@ MongoDB 允许这条操作执行,但是服务器会记录下告警信息。 - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-ops.md b/docs/nosql/mongodb/mongodb-ops.md index 2b5fa9f..aed6204 100644 --- a/docs/nosql/mongodb/mongodb-ops.md +++ b/docs/nosql/mongodb/mongodb-ops.md @@ -295,7 +295,6 @@ $ mongoexport -h 127.0.0.1 --port 27017 -d test -c product --type csv -f name,pr ## 参考资料 - [MongoDB 官网](https://www.mongodb.com/) -- [MongoDBGithub](https://github.com/mongodb/mongo) +- [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) - diff --git a/docs/nosql/mongodb/mongodb-quickstart.md b/docs/nosql/mongodb/mongodb-quickstart.md index e300a84..5b64f48 100644 --- a/docs/nosql/mongodb/mongodb-quickstart.md +++ b/docs/nosql/mongodb/mongodb-quickstart.md @@ -678,5 +678,5 @@ db.<集合>.aggregate(pipeline, {options}); ## 参考资料 - [MongoDB 官网](https://www.mongodb.com/) -- [MongoDBGithub](https://github.com/mongodb/mongo) +- [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-replication.md b/docs/nosql/mongodb/mongodb-replication.md index 2ef6496..3dfd148 100644 --- a/docs/nosql/mongodb/mongodb-replication.md +++ b/docs/nosql/mongodb/mongodb-replication.md @@ -105,7 +105,7 @@ MongoDB 中的副本集是一组维护相同数据集的 mongod 进程。一个 - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html) diff --git a/docs/nosql/mongodb/mongodb-sharding.md b/docs/nosql/mongodb/mongodb-sharding.md index 0025d4a..09de719 100644 --- a/docs/nosql/mongodb/mongodb-sharding.md +++ b/docs/nosql/mongodb/mongodb-sharding.md @@ -65,7 +65,7 @@ MongoDB 数据库可以同时包含分片和未分片的集合的 collection。 - 选择合适数据节点进行读写 - 合并多个数据节点的返回 -一般,路由节点 mongos 建议至少 2个。 +一般,路由节点 mongos 建议至少 2 个。 ## 分片 Key @@ -135,7 +135,7 @@ Hash 分片策略会先计算分片 Key 字段值的哈希值;然后,根据 - **官方** - [MongoDB 官网](https://www.mongodb.com/) - - [MongoDBGithub](https://github.com/mongodb/mongo) + - [MongoDB Github](https://github.com/mongodb/mongo) - [MongoDB 官方免费教程](https://university.mongodb.com/) - **教程** - [MongoDB 教程](https://www.runoob.com/mongodb/mongodb-tutorial.html)