mirror of
https://github.com/alibaba/DataX.git
synced 2025-05-02 22:49:47 +08:00
Merge pull request #830 from HanHuimin001/master
Add kingbasees plug-in.
This commit is contained in:
Trafalgar
GitHub
commit
1371d35f70
@ -174,6 +174,9 @@ def parsePluginName(jdbcUrl, pluginType):
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db2Regex = re.compile('jdbc:(db2)://.*')
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if (db2Regex.match(jdbcUrl)):
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name = 'db2'
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kingbaseesRegex = re.compile('jdbc:(kingbase8)://.*')
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if (kingbaseesRegex.match(jdbcUrl)):
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name = 'kingbasees'
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return "%s%s" % (name, pluginType)
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def renderDataXJson(paramsDict, readerOrWriter = 'reader', channel = 1):
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241
kingbaseesreader/doc/kingbaseesreader.md
Normal file
241
kingbaseesreader/doc/kingbaseesreader.md
Normal file
@ -0,0 +1,241 @@
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# KingbaseesReader 插件文档
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___
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## 1 快速介绍
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KingbaseesReader插件实现了从KingbaseES读取数据。在底层实现上，KingbaseesReader通过JDBC连接远程KingbaseES数据库，并执行相应的sql语句将数据从KingbaseES库中SELECT出来。
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## 2 实现原理
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简而言之，KingbaseesReader通过JDBC连接器连接到远程的KingbaseES数据库，并根据用户配置的信息生成查询SELECT SQL语句并发送到远程KingbaseES数据库，并将该SQL执行返回结果使用DataX自定义的数据类型拼装为抽象的数据集，并传递给下游Writer处理。
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对于用户配置Table、Column、Where的信息，KingbaseesReader将其拼接为SQL语句发送到KingbaseES数据库；对于用户配置querySql信息，KingbaseesReader直接将其发送到KingbaseES数据库。
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## 3 功能说明
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### 3.1 配置样例
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* 配置一个从KingbaseES数据库同步抽取数据到本地的作业:
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```
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{
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"job": {
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"setting": {
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"speed": {
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//设置传输速度，单位为byte/s，DataX运行会尽可能达到该速度但是不超过它.
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"byte": 1048576
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},
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//出错限制
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"errorLimit": {
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//出错的record条数上限，当大于该值即报错。
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"record": 0,
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//出错的record百分比上限 1.0表示100%，0.02表示2%
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"percentage": 0.02
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}
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},
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"content": [
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{
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"reader": {
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"name": "kingbaseesreader",
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"parameter": {
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// 数据库连接用户名
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"username": "xx",
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// 数据库连接密码
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"password": "xx",
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"column": [
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"id"，"name"
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],
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//切分主键
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"splitPk": "id",
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"connection": [
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{
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"table": [
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"table"
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],
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"jdbcUrl": [
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"jdbc:kingbase8://host:port/database"
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]
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}
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]
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}
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},
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"writer": {
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//writer类型
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"name": "streamwriter",
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//是否打印内容
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"parameter": {
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"print":true,
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}
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}
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}
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]
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}
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}
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```
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* 配置一个自定义SQL的数据库同步任务到本地内容的作业：
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```
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{
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"job": {
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"setting": {
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"speed": 1048576
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},
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"content": [
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{
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"reader": {
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"name": "kingbaseesreader",
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"parameter": {
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"username": "xx",
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"password": "xx",
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"where": "",
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"connection": [
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{
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"querySql": [
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"select db_id,on_line_flag from db_info where db_id < 10;"
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],
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"jdbcUrl": [
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"jdbc:kingbase8://host:port/database", "jdbc:kingbase8://host:port/database"
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]
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}
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]
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}
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},
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"writer": {
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"name": "streamwriter",
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"parameter": {
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"print": false,
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"encoding": "UTF-8"
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}
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}
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}
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]
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}
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}
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```
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### 3.2 参数说明
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* **jdbcUrl**
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* 描述：描述的是到对端数据库的JDBC连接信息，使用JSON的数组描述，并支持一个库填写多个连接地址。之所以使用JSON数组描述连接信息，是因为阿里集团内部支持多个IP探测，如果配置了多个，KingbaseesReader可以依次探测ip的可连接性，直到选择一个合法的IP。如果全部连接失败，KingbaseesReader报错。 注意，jdbcUrl必须包含在connection配置单元中。对于阿里集团外部使用情况，JSON数组填写一个JDBC连接即可。
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jdbcUrl按照KingbaseES官方规范，并可以填写连接附件控制信息。具体请参看[KingbaseES官方文档](https://help.kingbase.com.cn/doc-view-5683.html)。
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* 必选：是 <br />
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* 默认值：无 <br />
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* **username**
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* 描述：数据源的用户名 <br />
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* 必选：是 <br />
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* 默认值：无 <br />
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* **password**
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* 描述：数据源指定用户名的密码 <br />
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* 必选：是 <br />
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* 默认值：无 <br />
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* **table**
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* 描述：所选取的需要同步的表。使用JSON的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一schema结构，KingbaseesReader不予检查表是否同一逻辑表。注意，table必须包含在connection配置单元中。<br />
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* 必选：是 <br />
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* 默认值：无 <br />
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* **column**
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* 描述：所配置的表中需要同步的列名集合，使用JSON的数组描述字段信息。用户使用\*代表默认使用所有列配置，例如['\*']。
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支持列裁剪，即列可以挑选部分列进行导出。
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支持列换序，即列可以不按照表schema信息进行导出。
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支持常量配置，用户需要按照KingbaseES语法格式:
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["id", "'hello'::varchar", "true", "2.5::real", "power(2,3)"]
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id为普通列名，'hello'::varchar为字符串常量，true为布尔值，2.5为浮点数, power(2,3)为函数。
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**column必须用户显示指定同步的列集合，不允许为空！**
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* 必选：是 <br />
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* 默认值：无 <br />
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* **splitPk**
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* 描述：KingbaseesReader进行数据抽取时，如果指定splitPk，表示用户希望使用splitPk代表的字段进行数据分片，DataX因此会启动并发任务进行数据同步，这样可以大大提供数据同步的效能。
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推荐splitPk用户使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。
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目前splitPk仅支持整形数据切分，`不支持浮点、字符串型、日期等其他类型`。如果用户指定其他非支持类型，KingbaseesReader将报错！
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splitPk设置为空，底层将视作用户不允许对单表进行切分，因此使用单通道进行抽取。
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* 必选：否 <br />
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* 默认值：空 <br />
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* **where**
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* 描述：筛选条件，KingbaseesReader根据指定的column、table、where条件拼接SQL，并根据这个SQL进行数据抽取。在实际业务场景中，往往会选择当天的数据进行同步，可以将where条件指定为gmt_create > $bizdate 。注意：不可以将where条件指定为limit 10，limit不是SQL的合法where子句。<br />
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where条件可以有效地进行业务增量同步。 where条件不配置或者为空，视作全表同步数据。
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* 必选：否 <br />
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* 默认值：无 <br />
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* **querySql**
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* 描述：在有些业务场景下，where这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了这一项之后，DataX系统就会忽略table，column这些配置型，直接使用这个配置项的内容对数据进行筛选，例如需要进行多表join后同步数据，使用select a,b from table_a join table_b on table_a.id = table_b.id <br />
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`当用户配置querySql时，KingbaseesReader直接忽略table、column、where条件的配置`。
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* 必选：否 <br />
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* 默认值：无 <br />
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* **fetchSize**
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* 描述：该配置项定义了插件和数据库服务器端每次批量数据获取条数，该值决定了DataX和服务器端的网络交互次数，能够较大的提升数据抽取性能。<br />
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`注意，该值过大(>2048)可能造成DataX进程OOM。`。
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* 必选：否 <br />
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* 默认值：1024 <br />
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### 3.3 类型转换
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目前KingbaseesReader支持大部分KingbaseES类型，但也存在部分个别类型没有支持的情况，请注意检查你的类型。
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下面列出KingbaseesReader针对KingbaseES类型转换列表:
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| DataX 内部类型| KingbaseES 数据类型 |
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| -------- | ----- |
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| Long |bigint, bigserial, integer, smallint, serial |
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| Double |double precision, money, numeric, real |
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| String |varchar, char, text, bit, inet|
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| Date |date, time, timestamp |
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| Boolean |bool|
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| Bytes |bytea|
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请注意:
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* `除上述罗列字段类型外，其他类型均不支持; money,inet,bit需用户使用a_inet::varchar类似的语法转换`。
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88
kingbaseesreader/pom.xml
Normal file
88
kingbaseesreader/pom.xml
Normal file
@ -0,0 +1,88 @@
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<parent>
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<artifactId>datax-all</artifactId>
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<groupId>com.alibaba.datax</groupId>
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<version>0.0.1-SNAPSHOT</version>
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</parent>
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<modelVersion>4.0.0</modelVersion>
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<artifactId>kingbaseesreader</artifactId>
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<name>kingbaseesreader</name>
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<packaging>jar</packaging>
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<dependencies>
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<dependency>
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<groupId>com.alibaba.datax</groupId>
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<artifactId>datax-common</artifactId>
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<version>${datax-project-version}</version>
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<exclusions>
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<exclusion>
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<artifactId>slf4j-log4j12</artifactId>
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<groupId>org.slf4j</groupId>
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</exclusion>
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</exclusions>
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</dependency>
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<dependency>
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<groupId>org.slf4j</groupId>
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<artifactId>slf4j-api</artifactId>
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</dependency>
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<dependency>
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<groupId>ch.qos.logback</groupId>
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<artifactId>logback-classic</artifactId>
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</dependency>
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<dependency>
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<groupId>com.alibaba.datax</groupId>
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<artifactId>plugin-rdbms-util</artifactId>
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<version>${datax-project-version}</version>
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</dependency>
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<dependency>
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<groupId>com.kingbase8</groupId>
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<artifactId>kingbase8</artifactId>
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<version>8.2.0</version>
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<scope>system</scope>
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<systemPath>${basedir}/src/main/libs/kingbase8-8.2.0.jar</systemPath>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<!-- compiler plugin -->
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<plugin>
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<artifactId>maven-compiler-plugin</artifactId>
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<configuration>
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<source>${jdk-version}</source>
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<target>${jdk-version}</target>
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<encoding>${project-sourceEncoding}</encoding>
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</configuration>
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</plugin>
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<!-- assembly plugin -->
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<plugin>
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<artifactId>maven-assembly-plugin</artifactId>
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<configuration>
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<descriptors>
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<descriptor>src/main/assembly/package.xml</descriptor>
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</descriptors>
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<finalName>datax</finalName>
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</configuration>
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<executions>
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<execution>
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<id>dwzip</id>
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<phase>package</phase>
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<goals>
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<goal>single</goal>
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</goals>
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</execution>
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</executions>
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</plugin>
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</plugins>
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</build>
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</project>
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42
kingbaseesreader/src/main/assembly/package.xml
Normal file
42
kingbaseesreader/src/main/assembly/package.xml
Normal file
@ -0,0 +1,42 @@
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<assembly
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xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
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||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
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<id></id>
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||||
<formats>
|
||||
<format>dir</format>
|
||||
</formats>
|
||||
<includeBaseDirectory>false</includeBaseDirectory>
|
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<fileSets>
|
||||
<fileSet>
|
||||
<directory>src/main/resources</directory>
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||||
<includes>
|
||||
<include>plugin.json</include>
|
||||
<include>plugin_job_template.json</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/reader/kingbaseesreader</outputDirectory>
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||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>target/</directory>
|
||||
<includes>
|
||||
<include>kingbaseesreader-0.0.1-SNAPSHOT.jar</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/reader/kingbaseesreader</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>src/main/libs</directory>
|
||||
<includes>
|
||||
<include>*.*</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/reader/kingbaseesreader/libs</outputDirectory>
|
||||
</fileSet>
|
||||
</fileSets>
|
||||
|
||||
<dependencySets>
|
||||
<dependencySet>
|
||||
<useProjectArtifact>false</useProjectArtifact>
|
||||
<outputDirectory>plugin/reader/kingbaseesreader/libs</outputDirectory>
|
||||
<scope>runtime</scope>
|
||||
</dependencySet>
|
||||
</dependencySets>
|
||||
</assembly>
|
||||
@ -0,0 +1,7 @@
|
||||
package com.alibaba.datax.plugin.reader.kingbaseesreader;
|
||||
|
||||
public class Constant {
|
||||
|
||||
public static final int DEFAULT_FETCH_SIZE = 1000;
|
||||
|
||||
}
|
||||
@ -0,0 +1,86 @@
|
||||
package com.alibaba.datax.plugin.reader.kingbaseesreader;
|
||||
|
||||
import com.alibaba.datax.common.exception.DataXException;
|
||||
import com.alibaba.datax.common.plugin.RecordSender;
|
||||
import com.alibaba.datax.common.spi.Reader;
|
||||
import com.alibaba.datax.common.util.Configuration;
|
||||
import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
|
||||
import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
|
||||
import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
public class KingbaseesReader extends Reader {
|
||||
|
||||
private static final DataBaseType DATABASE_TYPE = DataBaseType.KingbaseES;
|
||||
|
||||
public static class Job extends Reader.Job {
|
||||
|
||||
private Configuration originalConfig;
|
||||
private CommonRdbmsReader.Job commonRdbmsReaderMaster;
|
||||
|
||||
@Override
|
||||
public void init() {
|
||||
this.originalConfig = super.getPluginJobConf();
|
||||
int fetchSize = this.originalConfig.getInt(com.alibaba.datax.plugin.rdbms.reader.Constant.FETCH_SIZE,
|
||||
Constant.DEFAULT_FETCH_SIZE);
|
||||
if (fetchSize < 1) {
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.REQUIRED_VALUE,
|
||||
String.format("您配置的fetchSize有误，根据DataX的设计，fetchSize : [%d] 设置值不能小于 1.", fetchSize));
|
||||
}
|
||||
this.originalConfig.set(com.alibaba.datax.plugin.rdbms.reader.Constant.FETCH_SIZE, fetchSize);
|
||||
|
||||
this.commonRdbmsReaderMaster = new CommonRdbmsReader.Job(DATABASE_TYPE);
|
||||
this.commonRdbmsReaderMaster.init(this.originalConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public List<Configuration> split(int adviceNumber) {
|
||||
return this.commonRdbmsReaderMaster.split(this.originalConfig, adviceNumber);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void post() {
|
||||
this.commonRdbmsReaderMaster.post(this.originalConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void destroy() {
|
||||
this.commonRdbmsReaderMaster.destroy(this.originalConfig);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
public static class Task extends Reader.Task {
|
||||
|
||||
private Configuration readerSliceConfig;
|
||||
private CommonRdbmsReader.Task commonRdbmsReaderSlave;
|
||||
|
||||
@Override
|
||||
public void init() {
|
||||
this.readerSliceConfig = super.getPluginJobConf();
|
||||
this.commonRdbmsReaderSlave = new CommonRdbmsReader.Task(DATABASE_TYPE, super.getTaskGroupId(), super.getTaskId());
|
||||
this.commonRdbmsReaderSlave.init(this.readerSliceConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void startRead(RecordSender recordSender) {
|
||||
int fetchSize = this.readerSliceConfig.getInt(com.alibaba.datax.plugin.rdbms.reader.Constant.FETCH_SIZE);
|
||||
|
||||
this.commonRdbmsReaderSlave.startRead(this.readerSliceConfig, recordSender,
|
||||
super.getTaskPluginCollector(), fetchSize);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void post() {
|
||||
this.commonRdbmsReaderSlave.post(this.readerSliceConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void destroy() {
|
||||
this.commonRdbmsReaderSlave.destroy(this.readerSliceConfig);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
BIN
kingbaseesreader/src/main/libs/kingbase8-8.2.0.jar
Normal file
BIN
kingbaseesreader/src/main/libs/kingbase8-8.2.0.jar
Normal file
Binary file not shown.
6
kingbaseesreader/src/main/resources/plugin.json
Normal file
6
kingbaseesreader/src/main/resources/plugin.json
Normal file
@ -0,0 +1,6 @@
|
||||
{
|
||||
"name": "kingbaseesreader",
|
||||
"class": "com.alibaba.datax.plugin.reader.kingbaseesreader.KingbaseesReader",
|
||||
"description": "useScene: prod. mechanism: Jdbc connection using the database, execute select sql, retrieve data from the ResultSet. warn: The more you know about the database, the less problems you encounter.",
|
||||
"developer": "alibaba"
|
||||
}
|
||||
13
kingbaseesreader/src/main/resources/plugin_job_template.json
Normal file
13
kingbaseesreader/src/main/resources/plugin_job_template.json
Normal file
@ -0,0 +1,13 @@
|
||||
{
|
||||
"name": "kingbaseesreader",
|
||||
"parameter": {
|
||||
"username": "",
|
||||
"password": "",
|
||||
"connection": [
|
||||
{
|
||||
"table": [],
|
||||
"jdbcUrl": []
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
208
kingbaseeswriter/doc/kingbaseeswriter.md
Normal file
208
kingbaseeswriter/doc/kingbaseeswriter.md
Normal file
@ -0,0 +1,208 @@
|
||||
# DataX KingbaseesWriter
|
||||
|
||||
|
||||
---
|
||||
|
||||
|
||||
## 1 快速介绍
|
||||
|
||||
KingbaseesWriter插件实现了写入数据到 KingbaseES主库目的表的功能。在底层实现上，KingbaseesWriter通过JDBC连接远程 KingbaseES 数据库，并执行相应的 insert into ... sql 语句将数据写入 KingbaseES，内部会分批次提交入库。
|
||||
|
||||
KingbaseesWriter面向ETL开发工程师，他们使用KingbaseesWriter从数仓导入数据到KingbaseES。同时 KingbaseesWriter亦可以作为数据迁移工具为DBA等用户提供服务。
|
||||
|
||||
|
||||
## 2 实现原理
|
||||
|
||||
KingbaseesWriter通过 DataX 框架获取 Reader 生成的协议数据，根据你配置生成相应的SQL插入语句
|
||||
|
||||
|
||||
* `insert into...`(当主键/唯一性索引冲突时会写不进去冲突的行)
|
||||
|
||||
<br />
|
||||
|
||||
注意：
|
||||
1. 目的表所在数据库必须是主库才能写入数据；整个任务至少需具备 insert into...的权限，是否需要其他权限，取决于你任务配置中在 preSql 和 postSql 中指定的语句。
|
||||
2. KingbaseesWriter和MysqlWriter不同，不支持配置writeMode参数。
|
||||
|
||||
|
||||
## 3 功能说明
|
||||
|
||||
### 3.1 配置样例
|
||||
|
||||
* 这里使用一份从内存产生到 KingbaseesWriter导入的数据。
|
||||
|
||||
```json
|
||||
{
|
||||
"job": {
|
||||
"setting": {
|
||||
"speed": {
|
||||
"channel": 1
|
||||
}
|
||||
},
|
||||
"content": [
|
||||
{
|
||||
"reader": {
|
||||
"name": "streamreader",
|
||||
"parameter": {
|
||||
"column" : [
|
||||
{
|
||||
"value": "DataX",
|
||||
"type": "string"
|
||||
},
|
||||
{
|
||||
"value": 19880808,
|
||||
"type": "long"
|
||||
},
|
||||
{
|
||||
"value": "1988-08-08 08:08:08",
|
||||
"type": "date"
|
||||
},
|
||||
{
|
||||
"value": true,
|
||||
"type": "bool"
|
||||
},
|
||||
{
|
||||
"value": "test",
|
||||
"type": "bytes"
|
||||
}
|
||||
],
|
||||
"sliceRecordCount": 1000
|
||||
}
|
||||
},
|
||||
"writer": {
|
||||
"name": "kingbaseeswriter",
|
||||
"parameter": {
|
||||
"username": "xx",
|
||||
"password": "xx",
|
||||
"column": [
|
||||
"id",
|
||||
"name"
|
||||
],
|
||||
"preSql": [
|
||||
"delete from test"
|
||||
],
|
||||
"connection": [
|
||||
{
|
||||
"jdbcUrl": "jdbc:kingbase8://127.0.0.1:3002/datax",
|
||||
"table": [
|
||||
"test"
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
|
||||
```
|
||||
|
||||
|
||||
### 3.2 参数说明
|
||||
|
||||
* **jdbcUrl**
|
||||
|
||||
* 描述：目的数据库的 JDBC 连接信息 ,jdbcUrl必须包含在connection配置单元中。
|
||||
|
||||
注意：1、在一个数据库上只能配置一个值。
|
||||
2、jdbcUrl按照KingbaseES官方规范，并可以填写连接附加参数信息。具体请参看KingbaseES官方文档或者咨询对应 DBA。
|
||||
|
||||
|
||||
* 必选：是 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **username**
|
||||
|
||||
* 描述：目的数据库的用户名 <br />
|
||||
|
||||
* 必选：是 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **password**
|
||||
|
||||
* 描述：目的数据库的密码 <br />
|
||||
|
||||
* 必选：是 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **table**
|
||||
|
||||
* 描述：目的表的表名称。支持写入一个或者多个表。当配置为多张表时，必须确保所有表结构保持一致。
|
||||
|
||||
注意：table 和 jdbcUrl 必须包含在 connection 配置单元中
|
||||
|
||||
* 必选：是 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **column**
|
||||
|
||||
* 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用\*表示, 例如: "column": ["\*"]
|
||||
|
||||
注意：1、我们强烈不推荐你这样配置，因为当你目的表字段个数、类型等有改动时，你的任务可能运行不正确或者失败
|
||||
2、此处 column 不能配置任何常量值
|
||||
|
||||
* 必选：是 <br />
|
||||
|
||||
* 默认值：否 <br />
|
||||
|
||||
* **preSql**
|
||||
|
||||
* 描述：写入数据到目的表前，会先执行这里的标准语句。如果 Sql 中有你需要操作到的表名称，请使用 `@table` 表示，这样在实际执行 Sql 语句时，会对变量按照实际表名称进行替换。比如你的任务是要写入到目的端的100个同构分表(表名称为:datax_00,datax01, ... datax_98,datax_99)，并且你希望导入数据前，先对表中数据进行删除操作，那么你可以这样配置：`"preSql":["delete from @table"]`，效果是：在执行到每个表写入数据前，会先执行对应的 delete from 对应表名称 <br />
|
||||
|
||||
* 必选：否 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **postSql**
|
||||
|
||||
* 描述：写入数据到目的表后，会执行这里的标准语句。（原理同 preSql ） <br />
|
||||
|
||||
* 必选：否 <br />
|
||||
|
||||
* 默认值：无 <br />
|
||||
|
||||
* **batchSize**
|
||||
|
||||
* 描述：一次性批量提交的记录数大小，该值可以极大减少DataX与KingbaseES的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成DataX运行进程OOM情况。<br />
|
||||
|
||||
* 必选：否 <br />
|
||||
|
||||
* 默认值：1024 <br />
|
||||
|
||||
### 3.3 类型转换
|
||||
|
||||
目前 KingbaseesWriter支持大部分 KingbaseES类型，但也存在部分没有支持的情况，请注意检查你的类型。
|
||||
|
||||
下面列出 KingbaseesWriter针对 KingbaseES类型转换列表:
|
||||
|
||||
| DataX 内部类型| KingbaseES 数据类型 |
|
||||
| -------- | ----- |
|
||||
| Long |bigint, bigserial, integer, smallint, serial |
|
||||
| Double |double precision, money, numeric, real |
|
||||
| String |varchar, char, text, bit|
|
||||
| Date |date, time, timestamp |
|
||||
| Boolean |bool|
|
||||
| Bytes |bytea|
|
||||
|
||||
|
||||
## FAQ
|
||||
|
||||
***
|
||||
|
||||
**Q: KingbaseesWriter 执行 postSql 语句报错，那么数据导入到目标数据库了吗?**
|
||||
|
||||
A: DataX 导入过程存在三块逻辑，pre 操作、导入操作、post 操作，其中任意一环报错，DataX 作业报错。由于 DataX 不能保证在同一个事务完成上述几个操作，因此有可能数据已经落入到目标端。
|
||||
|
||||
***
|
||||
|
||||
**Q: 按照上述说法，那么有部分脏数据导入数据库，如果影响到线上数据库怎么办?**
|
||||
|
||||
A: 目前有两种解法，第一种配置 pre 语句，该 sql 可以清理当天导入数据， DataX 每次导入时候可以把上次清理干净并导入完整数据。
|
||||
第二种，向临时表导入数据，完成后再 rename 到线上表。
|
||||
|
||||
***
|
||||
84
kingbaseeswriter/pom.xml
Normal file
84
kingbaseeswriter/pom.xml
Normal file
@ -0,0 +1,84 @@
|
||||
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
|
||||
<modelVersion>4.0.0</modelVersion>
|
||||
<parent>
|
||||
<groupId>com.alibaba.datax</groupId>
|
||||
<artifactId>datax-all</artifactId>
|
||||
<version>0.0.1-SNAPSHOT</version>
|
||||
</parent>
|
||||
<artifactId>kingbaseeswriter</artifactId>
|
||||
<name>kingbaseeswriter</name>
|
||||
<packaging>jar</packaging>
|
||||
<description>writer data into kingbasees database</description>
|
||||
|
||||
<dependencies>
|
||||
<dependency>
|
||||
<groupId>com.alibaba.datax</groupId>
|
||||
<artifactId>datax-common</artifactId>
|
||||
<version>${datax-project-version}</version>
|
||||
<exclusions>
|
||||
<exclusion>
|
||||
<artifactId>slf4j-log4j12</artifactId>
|
||||
<groupId>org.slf4j</groupId>
|
||||
</exclusion>
|
||||
</exclusions>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>org.slf4j</groupId>
|
||||
<artifactId>slf4j-api</artifactId>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>ch.qos.logback</groupId>
|
||||
<artifactId>logback-classic</artifactId>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>com.alibaba.datax</groupId>
|
||||
<artifactId>plugin-rdbms-util</artifactId>
|
||||
<version>${datax-project-version}</version>
|
||||
</dependency>
|
||||
|
||||
<dependency>
|
||||
<groupId>com.kingbase8</groupId>
|
||||
<artifactId>kingbase8</artifactId>
|
||||
<version>8.2.0</version>
|
||||
<scope>system</scope>
|
||||
<systemPath>${basedir}/src/main/libs/kingbase8-8.2.0.jar</systemPath>
|
||||
</dependency>
|
||||
|
||||
</dependencies>
|
||||
<build>
|
||||
<plugins>
|
||||
<!-- compiler plugin -->
|
||||
<plugin>
|
||||
<artifactId>maven-compiler-plugin</artifactId>
|
||||
<configuration>
|
||||
<source>${jdk-version}</source>
|
||||
<target>${jdk-version}</target>
|
||||
<encoding>${project-sourceEncoding}</encoding>
|
||||
</configuration>
|
||||
</plugin>
|
||||
<!-- assembly plugin -->
|
||||
<plugin>
|
||||
<artifactId>maven-assembly-plugin</artifactId>
|
||||
<configuration>
|
||||
<descriptors>
|
||||
<descriptor>src/main/assembly/package.xml</descriptor>
|
||||
</descriptors>
|
||||
<finalName>datax</finalName>
|
||||
</configuration>
|
||||
<executions>
|
||||
<execution>
|
||||
<id>dwzip</id>
|
||||
<phase>package</phase>
|
||||
<goals>
|
||||
<goal>single</goal>
|
||||
</goals>
|
||||
</execution>
|
||||
</executions>
|
||||
</plugin>
|
||||
</plugins>
|
||||
</build>
|
||||
</project>
|
||||
42
kingbaseeswriter/src/main/assembly/package.xml
Normal file
42
kingbaseeswriter/src/main/assembly/package.xml
Normal file
@ -0,0 +1,42 @@
|
||||
<assembly
|
||||
xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
|
||||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
|
||||
xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
|
||||
<id></id>
|
||||
<formats>
|
||||
<format>dir</format>
|
||||
</formats>
|
||||
<includeBaseDirectory>false</includeBaseDirectory>
|
||||
<fileSets>
|
||||
<fileSet>
|
||||
<directory>src/main/resources</directory>
|
||||
<includes>
|
||||
<include>plugin.json</include>
|
||||
<include>plugin_job_template.json</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/writer/kingbaseeswriter</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>target/</directory>
|
||||
<includes>
|
||||
<include>kingbaseeswriter-0.0.1-SNAPSHOT.jar</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/writer/kingbaseeswriter</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>src/main/libs</directory>
|
||||
<includes>
|
||||
<include>*.*</include>
|
||||
</includes>
|
||||
<outputDirectory>plugin/writer/kingbaseeswriter/libs</outputDirectory>
|
||||
</fileSet>
|
||||
</fileSets>
|
||||
|
||||
<dependencySets>
|
||||
<dependencySet>
|
||||
<useProjectArtifact>false</useProjectArtifact>
|
||||
<outputDirectory>plugin/writer/kingbaseeswriter/libs</outputDirectory>
|
||||
<scope>runtime</scope>
|
||||
</dependencySet>
|
||||
</dependencySets>
|
||||
</assembly>
|
||||
@ -0,0 +1,100 @@
|
||||
package com.alibaba.datax.plugin.writer.kingbaseeswriter;
|
||||
|
||||
import com.alibaba.datax.common.exception.DataXException;
|
||||
import com.alibaba.datax.common.plugin.RecordReceiver;
|
||||
import com.alibaba.datax.common.spi.Writer;
|
||||
import com.alibaba.datax.common.util.Configuration;
|
||||
import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
|
||||
import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
|
||||
import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
|
||||
import com.alibaba.datax.plugin.rdbms.writer.Key;
|
||||
|
||||
import java.util.List;
|
||||
|
||||
public class KingbaseesWriter extends Writer {
|
||||
private static final DataBaseType DATABASE_TYPE = DataBaseType.KingbaseES;
|
||||
|
||||
public static class Job extends Writer.Job {
|
||||
private Configuration originalConfig = null;
|
||||
private CommonRdbmsWriter.Job commonRdbmsWriterMaster;
|
||||
|
||||
@Override
|
||||
public void init() {
|
||||
this.originalConfig = super.getPluginJobConf();
|
||||
|
||||
// warn：not like mysql, KingbaseES only support insert mode, don't use
|
||||
String writeMode = this.originalConfig.getString(Key.WRITE_MODE);
|
||||
if (null != writeMode) {
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
|
||||
String.format("写入模式(writeMode)配置有误. 因为KingbaseES不支持配置参数项 writeMode: %s, KingbaseES仅使用insert sql 插入数据. 请检查您的配置并作出修改.", writeMode));
|
||||
}
|
||||
|
||||
this.commonRdbmsWriterMaster = new CommonRdbmsWriter.Job(DATABASE_TYPE);
|
||||
this.commonRdbmsWriterMaster.init(this.originalConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void prepare() {
|
||||
this.commonRdbmsWriterMaster.prepare(this.originalConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public List<Configuration> split(int mandatoryNumber) {
|
||||
return this.commonRdbmsWriterMaster.split(this.originalConfig, mandatoryNumber);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void post() {
|
||||
this.commonRdbmsWriterMaster.post(this.originalConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void destroy() {
|
||||
this.commonRdbmsWriterMaster.destroy(this.originalConfig);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
public static class Task extends Writer.Task {
|
||||
private Configuration writerSliceConfig;
|
||||
private CommonRdbmsWriter.Task commonRdbmsWriterSlave;
|
||||
|
||||
@Override
|
||||
public void init() {
|
||||
this.writerSliceConfig = super.getPluginJobConf();
|
||||
this.commonRdbmsWriterSlave = new CommonRdbmsWriter.Task(DATABASE_TYPE){
|
||||
@Override
|
||||
public String calcValueHolder(String columnType){
|
||||
if("serial".equalsIgnoreCase(columnType)){
|
||||
return "?::int";
|
||||
}else if("bit".equalsIgnoreCase(columnType)){
|
||||
return "?::bit varying";
|
||||
}
|
||||
return "?::" + columnType;
|
||||
}
|
||||
};
|
||||
this.commonRdbmsWriterSlave.init(this.writerSliceConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void prepare() {
|
||||
this.commonRdbmsWriterSlave.prepare(this.writerSliceConfig);
|
||||
}
|
||||
|
||||
public void startWrite(RecordReceiver recordReceiver) {
|
||||
this.commonRdbmsWriterSlave.startWrite(recordReceiver, this.writerSliceConfig, super.getTaskPluginCollector());
|
||||
}
|
||||
|
||||
@Override
|
||||
public void post() {
|
||||
this.commonRdbmsWriterSlave.post(this.writerSliceConfig);
|
||||
}
|
||||
|
||||
@Override
|
||||
public void destroy() {
|
||||
this.commonRdbmsWriterSlave.destroy(this.writerSliceConfig);
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
BIN
kingbaseeswriter/src/main/libs/kingbase8-8.2.0.jar
Normal file
BIN
kingbaseeswriter/src/main/libs/kingbase8-8.2.0.jar
Normal file
Binary file not shown.
6
kingbaseeswriter/src/main/resources/plugin.json
Normal file
6
kingbaseeswriter/src/main/resources/plugin.json
Normal file
@ -0,0 +1,6 @@
|
||||
{
|
||||
"name": "kingbaseeswriter",
|
||||
"class": "com.alibaba.datax.plugin.writer.kingbaseeswriter.KingbaseesWriter",
|
||||
"description": "useScene: prod. mechanism: Jdbc connection using the database, execute insert sql. warn: The more you know about the database, the less problems you encounter.",
|
||||
"developer": "alibaba"
|
||||
}
|
||||
17
kingbaseeswriter/src/main/resources/plugin_job_template.json
Normal file
17
kingbaseeswriter/src/main/resources/plugin_job_template.json
Normal file
@ -0,0 +1,17 @@
|
||||
{
|
||||
"name": "kingbaseeswriter",
|
||||
"parameter": {
|
||||
"username": "",
|
||||
"password": "",
|
||||
"column": [],
|
||||
"preSql": [],
|
||||
"connection": [
|
||||
{
|
||||
"jdbcUrl": "",
|
||||
"table": []
|
||||
}
|
||||
],
|
||||
"preSql": [],
|
||||
"postSql": []
|
||||
}
|
||||
}
|
||||
14
package.xml
14
package.xml
@ -74,6 +74,13 @@
|
||||
</includes>
|
||||
<outputDirectory>datax</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>kingbaseesreader/target/datax/</directory>
|
||||
<includes>
|
||||
<include>**/*.*</include>
|
||||
</includes>
|
||||
<outputDirectory>datax</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>rdbmsreader/target/datax/</directory>
|
||||
<includes>
|
||||
@ -266,6 +273,13 @@
|
||||
</includes>
|
||||
<outputDirectory>datax</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>kingbaseeswriter/target/datax/</directory>
|
||||
<includes>
|
||||
<include>**/*.*</include>
|
||||
</includes>
|
||||
<outputDirectory>datax</outputDirectory>
|
||||
</fileSet>
|
||||
<fileSet>
|
||||
<directory>rdbmswriter/target/datax/</directory>
|
||||
<includes>
|
||||
|
||||
@ -19,7 +19,8 @@ public enum DataBaseType {
|
||||
RDBMS("rdbms", "com.alibaba.datax.plugin.rdbms.util.DataBaseType"),
|
||||
DB2("db2", "com.ibm.db2.jcc.DB2Driver"),
|
||||
ADS("ads","com.mysql.jdbc.Driver"),
|
||||
ClickHouse("clickhouse", "ru.yandex.clickhouse.ClickHouseDriver");
|
||||
ClickHouse("clickhouse", "ru.yandex.clickhouse.ClickHouseDriver"),
|
||||
KingbaseES("kingbasees", "com.kingbase8.Driver");
|
||||
|
||||
|
||||
private String typeName;
|
||||
@ -59,6 +60,8 @@ public enum DataBaseType {
|
||||
break;
|
||||
case RDBMS:
|
||||
break;
|
||||
case KingbaseES:
|
||||
break;
|
||||
default:
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type.");
|
||||
}
|
||||
@ -98,6 +101,8 @@ public enum DataBaseType {
|
||||
break;
|
||||
case RDBMS:
|
||||
break;
|
||||
case KingbaseES:
|
||||
break;
|
||||
default:
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type.");
|
||||
}
|
||||
@ -122,6 +127,7 @@ public enum DataBaseType {
|
||||
break;
|
||||
case DB2:
|
||||
case PostgreSQL:
|
||||
case KingbaseES:
|
||||
break;
|
||||
default:
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type.");
|
||||
@ -145,6 +151,7 @@ public enum DataBaseType {
|
||||
break;
|
||||
case DB2:
|
||||
case PostgreSQL:
|
||||
case KingbaseES:
|
||||
break;
|
||||
default:
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type");
|
||||
@ -168,6 +175,8 @@ public enum DataBaseType {
|
||||
break;
|
||||
case PostgreSQL:
|
||||
break;
|
||||
case KingbaseES:
|
||||
break;
|
||||
default:
|
||||
throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type");
|
||||
}
|
||||
|
||||
2
pom.xml
2
pom.xml
@ -50,6 +50,7 @@
|
||||
<module>drdsreader</module>
|
||||
<module>sqlserverreader</module>
|
||||
<module>postgresqlreader</module>
|
||||
<module>kingbaseesreader</module>
|
||||
<module>oraclereader</module>
|
||||
<module>odpsreader</module>
|
||||
<module>otsreader</module>
|
||||
@ -80,6 +81,7 @@
|
||||
<module>oraclewriter</module>
|
||||
<module>sqlserverwriter</module>
|
||||
<module>postgresqlwriter</module>
|
||||
<module>kingbaseeswriter</module>
|
||||
<module>osswriter</module>
|
||||
<module>mongodbwriter</module>
|
||||
<module>adswriter</module>
|
||||
|
||||
Loading…
Reference in New Issue
Block a user