要通过Java调用DataX并返回任务执行的方法,以下是完整的攻略:
- 导入DataX依赖
需要在Java项目中添加DataX的依赖,可以通过Maven或者Gradle实现:
<dependency>
<groupId>com.alibaba</groupId>
<artifactId>datax</artifactId>
<version>${datax.version}</version>
</dependency>
其中 datax.version
需要自行根据实际情况设置。
- 编写DataX配置文件
需要编写DataX的配置文件,指定数据源、数据目的地、数据同步任务等。
这里以从MySQL中读取数据并插入到Elasticsearch中为例,配置文件如下:
{
"job": {
"content": [
{
"reader": {
"name": "mysqlreader",
"parameter": {
"username": "root",
"password": "123456",
"column": ["id", "name", "age"],
"connection": [
{
"jdbcUrl": "jdbc:mysql://localhost:3306/test",
"table": ["user"]
}
]
}
},
"writer": {
"name": "eswriter",
"parameter": {
"endpoint": "http://localhost:9200",
"index": "user",
"type": "doc",
"column": ["id", "name", "age"]
}
}
}
],
"setting": {
"speed": {
"throttle": true,
"concurrent": 2
}
}
}
}
需要将配置文件保存为 json
文件,例如 job.json
。
- 编写Java代码调用DataX
可以使用DataX自带的 Engine
类来启动DataX任务。需要先将配置文件转换为 JSONObject
对象,然后传入 Engine
的 transform
方法中,代码示例如下:
import com.alibaba.datax.common.util.Configuration;
import com.alibaba.datax.core.Engine;
import java.util.Properties;
public class DataXDemo {
public static void main(String[] args) {
Properties properties = System.getProperties();
properties.setProperty("datax.home", "/path/to/datax");
System.setProperties(properties);
try {
Configuration configuration = Configuration.from("{\n" +
" \"job\": {\n" +
" \"content\": [\n" +
" {\n" +
" \"reader\": {\n" +
" \"name\": \"mysqlreader\",\n" +
" \"parameter\": {\n" +
" \"username\": \"root\",\n" +
" \"password\": \"123456\",\n" +
" \"column\": [\"id\", \"name\", \"age\"],\n" +
" \"connection\": [\n" +
" {\n" +
" \"jdbcUrl\": \"jdbc:mysql://localhost:3306/test\",\n" +
" \"table\": [\"user\"]\n" +
" }\n" +
" ]\n" +
" }\n" +
" },\n" +
" \"writer\": {\n" +
" \"name\": \"eswriter\",\n" +
" \"parameter\": {\n" +
" \"endpoint\": \"http://localhost:9200\",\n" +
" \"index\": \"user\",\n" +
" \"type\": \"doc\",\n" +
" \"column\": [\"id\", \"name\", \"age\"]\n" +
" }\n" +
" }\n" +
" }\n" +
" ],\n" +
" \"setting\": {\n" +
" \"speed\": {\n" +
" \"throttle\": true,\n" +
" \"concurrent\": 2\n" +
" }\n" +
" }\n" +
" }\n" +
"}");
Engine engine = new Engine();
engine.transform(configuration);
} catch (Exception e) {
e.printStackTrace();
}
}
}
需要将其中的 /path/to/datax
修改为你本地DataX的安装路径,然后运行代码即可启动DataX任务。在任务执行完成后,会在日志中打印出执行结果等信息。
另外,还可以将任务执行结果以JSON的形式返回,代码示例如下:
import com.alibaba.datax.common.util.Configuration;
import com.alibaba.datax.core.Engine;
import com.alibaba.datax.core.job.JobContainer;
import com.alibaba.datax.core.job.jobinfo.JobInfo;
import com.alibaba.datax.core.util.container.CoreConstant;
import java.util.Properties;
public class DataXDemo {
public static void main(String[] args) {
Properties properties = System.getProperties();
properties.setProperty(CoreConstant.DATAX_HOME, "/path/to/datax");
System.setProperties(properties);
try {
Configuration configuration = Configuration.from("{\n" +
" \"job\": {\n" +
" \"content\": [\n" +
" {\n" +
" \"reader\": {\n" +
" \"name\": \"mysqlreader\",\n" +
" \"parameter\": {\n" +
" \"username\": \"root\",\n" +
" \"password\": \"123456\",\n" +
" \"column\": [\"id\", \"name\", \"age\"],\n" +
" \"connection\": [\n" +
" {\n" +
" \"jdbcUrl\": \"jdbc:mysql://localhost:3306/test\",\n" +
" \"table\": [\"user\"]\n" +
" }\n" +
" ]\n" +
" }\n" +
" },\n" +
" \"writer\": {\n" +
" \"name\": \"eswriter\",\n" +
" \"parameter\": {\n" +
" \"endpoint\": \"http://localhost:9200\",\n" +
" \"index\": \"user\",\n" +
" \"type\": \"doc\",\n" +
" \"column\": [\"id\", \"name\", \"age\"]\n" +
" }\n" +
" }\n" +
" }\n" +
" ],\n" +
" \"setting\": {\n" +
" \"speed\": {\n" +
" \"throttle\": true,\n" +
" \"concurrent\": 2\n" +
" }\n" +
" }\n" +
" }\n" +
"}");
Engine engine = new Engine();
JobContainer jobContainer = engine.createJobContainer(configuration);
JobInfo jobInfo = jobContainer.getJobInfo();
jobContainer.start();
while (jobContainer.getState() != JobContainer.State.SUCCEEDED) {
if (jobContainer.getState() == JobContainer.State.FAILED) {
throw new RuntimeException("DataX task failed");
}
Thread.sleep(1000);
}
Object result = jobInfo.getTaskResult();
System.out.println(result);
} catch (Exception e) {
e.printStackTrace();
}
}
}
在上述代码中,通过调用 JobContainer
的 getTaskResult()
方法可以获取执行结果,将结果以JSON的格式输出。
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