本文为您介绍公共云环境下，使用实时计算OpenAPI方式操作实时计算作业所需的POM依赖和OpenAPI DEMO。
POM依赖
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-foas</artifactId>
<version>2.8.0</version>
</dependency>说明 如果需要依赖aliyun-java-sdk-core，请使用4.3.0及以上版本。4.3.0版本依赖示例如下。
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-core</artifactId>
<version>4.3.0</version>
</dependency>OpenAPI DEMO
package sample;
import com.aliyuncs.AcsRequest;
import com.aliyuncs.AcsResponse;
import com.aliyuncs.DefaultAcsClient;
import com.aliyuncs.IAcsClient;
import com.aliyuncs.exceptions.ServerException;
import com.aliyuncs.foas.model.v20181111.*;
import com.aliyuncs.http.FormatType;
import com.aliyuncs.profile.DefaultProfile;
import com.aliyuncs.profile.IClientProfile;
import com.google.gson.Gson;
import java.util.HashMap;
import java.util.Map;
/**
* 适用于公共云环境。
*
* 作业的一般流程是：
* 如果有依赖package，先创建package。
* 创建Job->获取planjson->更新planjson到job->上线job->启动job->停止instance。
* Instance的状态一般如下（流作业为例，括号里的为动作):
* Job上线->UNKNOWN[启动job]->WAITING[等待]->RUNNING[暂停]->PAUSED[恢复]->RUNNING[停止]->TERMINATED
*
* Note:以下示例仅供演示foas接口的调用方式，不保证逻辑上的严谨性，请按照自己的场景重新组织调用逻辑。
*/
public class PublicSample {
//填写购买的foas所在的regionId，根据您的实际情况修改。
private static final String regionId = "cn-shanghai";
//云账号AK，支持子账号，需要自行保证该账号具有访问实时计算服务的权限（子账号需要得到主账号访问实时计算服务的权限授权）。
private static final String accessId = "<yourAccessId>";
private static final String accessKey = "<yourAccessSecret>";
private static final String projectName = "<yourProjectName>";
private static final String jobName = "<yourJobName>";
// 文件夹与linux文件系统格式相同，以/开始，表示根目录，只支持绝对路径，不支持相对路径。
private static final String folderName = "/新手任务";
private static final String clusterId = "<yourClusterId>";//可以通过listProjectBindQueue接口来获得。
private static final String queueName = "root.<queueName>";//可以通过listProjectBindQueue接口来获得。
private static final String engineVersion = "current";//Blink或者Flink的版本，current表示使用推荐版本，beta表示使用测试版本。
private static final String packageName = "<packageName>";
private static final String sql =
"--SQL\n" +
"--********************************************************************--\n" +
"--CreateTime: 2018-12-29 14:35:04\n" +
"--Comment: 请输入业务注释信息\n" +
"--********************************************************************--\n" +
"\n" +
"CREATE TABLE datahub_source (`name` INT, num VARCHAR) WITH (\n" +
" type = 'random'\n" +
");\n" +
"CREATE TABLE datahub_sink (`name` INT, cnt BIGINT) WITH (\n" +
" type = 'PRINT'\n" +
");\n" +
"INSERT INTO\n" +
" datahub_sink\n" +
"SELECT\n" +
" `name`,\n" +
" COUNT (1)\n" +
"FROM\n" +
" datahub_source\n" +
"GROUP BY\n" +
" `name`";
private static final String properties =
"#checkpoint模式：EXACTLY_ONCE或者AT_LEAST_ONCE\n" +
"blink.checkpoint.mode=EXACTLY_ONCE\n" +
"#checkpoint间隔时间，单位毫秒\n" +
"blink.checkpoint.interval.ms=180000\n" +
"#rocksdb的数据生命周期，单位毫秒\n" +
"#state.backend.rocksdb.ttl.ms=129600000\n";
private static <T extends AcsResponse> T getResponse(IAcsClient client, AcsRequest<T> request) {
AcsResponse response = null;
try {
//必须设置为json。
request.setHttpContentType(FormatType.JSON);
request.setAcceptFormat(FormatType.JSON);
response = client.getAcsResponse(request);
} catch (Exception e) {
//处理异常的逻辑，请注意异常中的requestId字段，排查问题时，需要提供该值给服务端。
if (e instanceof ServerException) {
ServerException serverException = (ServerException) e;
System.out.println(serverException.getRequestId());//本次请求的requestId。
System.out.println(serverException.getErrCode());//本次请求失败的错误码，用于排查错误。
}
System.out.println(e.getMessage());
}
return (T) response;
}
private static String getClusterMetricJson(String clusterId) {
return String.format(
"{\n" +
"\t\"queries\": [ {\n" +
"\t\t\"metric\": \"%s.system.cpu.user\",\n" +
"\t\t\"aggregator\": \"avg\",\n" +
"\t\t\"granularity\": \"20s\",\n" +
"\t\t\"downsample\": \"avg\"\n" +
"\t}, {\n" +
"\t\t\"metric\": \"%s.system.cpu.iowait\",\n" +
"\t\t\"aggregator\": \"avg\",\n" +
"\t\t\"granularity\": \"20s\",\n" +
"\t\t\"downsample\": \"avg\"\n" +
"\t}],\n" +
"\t\"start\": %s,\n" +
"\t\"end\": %s,\n" +
"\t\"limit\": \"avg:sample:50\"\n" +
"}",
clusterId, clusterId, System.currentTimeMillis() - 3600 * 1000, System.currentTimeMillis()
);
}
public static void main(String[] args) throws Exception {
IClientProfile profile = DefaultProfile.getProfile(regionId, accessId, accessKey);
DefaultAcsClient client = new DefaultAcsClient(profile);
client.setAutoRetry(false);//不进行自动重试。
//创建一个独享集群，该接口是异步接口，调用返回后需要调用listCluster接口来获取集群的状态来判断是否创建完成。
CreateClusterRequest createClusterRequest = new CreateClusterRequest();
createClusterRequest.setDescription("test cluster");
createClusterRequest.setDisplayName("aaaa");
createClusterRequest.setOrderId("yyyyy");//填写购买独享集群下单后生成的订单ID。
createClusterRequest.setUserOssBucket("myBucket");
createClusterRequest.setUserVpcId("xxxxx");
createClusterRequest.setUserVSwitch("yyyy");
createClusterRequest.setZoneId("cn-shanghai-f");
CreateClusterResponse createClusterResponse = PublicSample.getResponse(client, createClusterRequest);
System.out.println(new Gson().toJson(createClusterResponse));//该response中含有clusterId信息，这个是集群的索引，后面的大部分接口都需要使用到。
//根据条件搜索集群，不设置的条件留null。
ListClusterRequest listClusterRequest = new ListClusterRequest();
listClusterRequest.setClusterId(clusterId);
listClusterRequest.setRegion(regionId);
ListClusterResponse listClusterResponse = PublicSample.getResponse(client, listClusterRequest);
System.out.println(new Gson().toJson(listClusterResponse));
//在该集群上创建queue，只能创建一级queue。
CreateQueueRequest createQueueRequest = new CreateQueueRequest();
createQueueRequest.setClusterId(clusterId);
createQueueRequest.setQueueName(queueName);
createQueueRequest.setMaxVcore(300);
createQueueRequest.setMaxMemMB(4 * 1024);
CreateQueueResponse createQueueResponse = PublicSample.getResponse(client, createQueueRequest);
System.out.println(new Gson().toJson(createQueueResponse));
//获取集群的引擎版本信息。
GetClusterEngineVersionsRequest getClusterEngineVersionsRequest = new GetClusterEngineVersionsRequest();
getClusterEngineVersionsRequest.setClusterId(clusterId);
GetClusterEngineVersionsResponse getClusterEngineVersionsResponse = PublicSample.getResponse(client, getClusterEngineVersionsRequest);
System.out.println(new Gson().toJson(getClusterEngineVersionsResponse));
//获取该集群的资源信息。
GetClusterResourceRequest getClusterResourceRequest = new GetClusterResourceRequest();
getClusterResourceRequest.setClusterId(clusterId);
GetClusterResourceResponse getClusterResourceResponse = PublicSample.getResponse(client, getClusterResourceRequest);
System.out.println(new Gson().toJson(getClusterResourceResponse));
//获取集群的queue信息，包括所有的queue和各个queue的资源信息。
GetClusterQueueInfoRequest getClusterQueueInfoRequest = new GetClusterQueueInfoRequest();
getClusterQueueInfoRequest.setClusterId(clusterId);
GetClusterQueueInfoResponse getClusterQueueInfoResponse = PublicSample.getResponse(client, getClusterQueueInfoRequest);
System.out.println(new Gson().toJson(getClusterQueueInfoResponse));
//获取集群的detail信息。
GetClusterDetailsRequest getClusterDetailsRequest = new GetClusterDetailsRequest();
getClusterDetailsRequest.setClusterId(clusterId);
GetClusterDetailsResponse getClusterDetailsResponse = PublicSample.getResponse(client, getClusterDetailsRequest);
System.out.println(new Gson().toJson(getClusterDetailsResponse));
//获取集群的metrics曲线，最多只能获取最近两小时的数据。
GetClusterMetricsRequest getClusterMetricsRequest = new GetClusterMetricsRequest();
getClusterMetricsRequest.setClusterId(clusterId);
getClusterMetricsRequest.setMetricJson(getClusterMetricJson(clusterId));//指标的名称请查看文档。
GetClusterMetricsResponse getClusterMetricsResponse = PublicSample.getResponse(client, getClusterMetricsRequest);
System.out.println(new Gson().toJson(getClusterMetricsResponse));
//注意：以下操作独享集群的接口只支持按量付费的独享集群。
//扩容集群，该接口是异步接口，需要通过集群状态来判断是否操作完成。
ExpandClusterRequest expandClusterRequest = new ExpandClusterRequest();
expandClusterRequest.setClusterId(clusterId);
expandClusterRequest.setModel("Ecs_4c8g");//该参数可选，当前不支持混布，只能填与原有的机型一致的机型，或者不填写。
expandClusterRequest.setCount(20);//目标集群台数。
ExpandClusterResponse expandClusterResponse = PublicSample.getResponse(client, expandClusterRequest);
System.out.println(new Gson().toJson(expandClusterResponse));
//修改集群master的机型配置，只能更改master机型，不能修改master数量。
//注意：该接口是异步接口，需要通过集群状态来判断是否操作完成。
ModifyMasterSpecRequest modifyMasterSpecRequest = new ModifyMasterSpecRequest();
modifyMasterSpecRequest.setClusterId(clusterId);
modifyMasterSpecRequest.setMasterTargetModel("Ecs_8c16g");
ModifyMasterSpecResponse modifyMasterSpecResponse = PublicSample.getResponse(client, modifyMasterSpecRequest);
System.out.println(new Gson().toJson(modifyMasterSpecResponse));
//缩容集群，缩容有两种参数提供形式（当前仅支持第一种形式）:
//1.直接填需要去除的实例instanceId（可以通过getClusterDetails接口获得）。
//2.提供每种机型的目标台数。
//注意：该接口是异步接口，需要通过集群状态来判断是否操作完成。
ShrinkClusterRequest shrinkClusterRequest = new ShrinkClusterRequest();
shrinkClusterRequest.setClusterId(clusterId);
shrinkClusterRequest.setInstanceIds("111,222,333");
//shrinkClusterRequest.setModelTargetCount("{"Ecs_4c8g":2,"Ecs_8c16g":7}");
ShrinkClusterResponse shrinkClusterResponse = PublicSample.getResponse(client, shrinkClusterRequest);
System.out.println(new Gson().toJson(shrinkClusterResponse));
//销毁集群，只能销毁按量付费的集群。注意: 该接口操作风险高，请务必谨慎操作。
DestroyClusterRequest destroyClusterRequest = new DestroyClusterRequest();
destroyClusterRequest.setClusterId(clusterId);
DestroyClusterResponse destroyClusterResponse = PublicSample.getResponse(client, destroyClusterRequest);
System.out.println(new Gson().toJson(destroyClusterResponse));
//创建project，该接口分两种场景：
//1.购买的共享集群，需要提供订单ID。
//2.独享集群上创建project，需要提供独享集群的clusterId。
CreateProjectRequest createProjectRequest = new CreateProjectRequest();
//createProjectRequest.setOrderId();//在共享集群上创建project时必填，填写购买的订单id。
createProjectRequest.setDescription("test project");
createProjectRequest.setDeployType("cell");//在共享集群上创建project时填public。
createProjectRequest.setClusterId(clusterId);//在共享集群上创建project时可不填。
createProjectRequest.setName(projectName);
CreateProjectResponse createProjectResponse = PublicSample.getResponse(client, createProjectRequest);
System.out.println(new Gson().toJson(createProjectResponse));
// 绑定queue到project，该操作类似于将资源（某个queue）指定给某个project使用，只有将资源绑定到了某个project上，
// 该project里的作业才能使用该资源。当前只支持一对一的关系，即一个project只能绑定一个queue，一个queue只能被绑定至一个project上。
BindQueueRequest bindQueueRequest = new BindQueueRequest();
bindQueueRequest.setProjectName(projectName);
bindQueueRequest.setClusterId(clusterId);
bindQueueRequest.setQueueName(queueName);
BindQueueResponse bindQueueResponse = PublicSample.getResponse(client, bindQueueRequest);
System.out.println(new Gson().toJson(bindQueueResponse));
//获取指定project已绑定的资源。
ListProjectBindQueueRequest listProjectBindQueueRequest = new ListProjectBindQueueRequest();
listProjectBindQueueRequest.setProjectName(projectName);
ListProjectBindQueueResponse listProjectBindQueueResponse = PublicSample.getResponse(client, listProjectBindQueueRequest);
System.out.println(new Gson().toJson(listProjectBindQueueResponse));
//获取project详情。
GetProjectRequest getProjectRequest = new GetProjectRequest();
getProjectRequest.setProjectName(projectName);
GetProjectResponse getProjectResponse = PublicSample.getResponse(client, getProjectRequest);
System.out.println(new Gson().toJson(getProjectResponse));
//根据条件搜索project。
ListProjectRequest listProjectRequest = new ListProjectRequest();
listProjectRequest.setName(projectName);
listProjectRequest.setDeployType("cell");
listProjectRequest.setRegion("cn-shanghai");
ListProjectResponse listProjectResponse = PublicSample.getResponse(client, listProjectRequest);
System.out.println(new Gson().toJson(listProjectResponse));
//从project解绑资源。注意：解绑前，请先将使用了该资源的作业全部下线。
UnbindQueueRequest unbindQueueRequest = new UnbindQueueRequest();
unbindQueueRequest.setProjectName(projectName);
unbindQueueRequest.setClusterId(clusterId);
unbindQueueRequest.setQueueName(queueName);
UnbindQueueResponse unbindQueueResponse = PublicSample.getResponse(client, unbindQueueRequest);
System.out.println(new Gson().toJson(unbindQueueResponse));
//删除project。注意:删除project是高危操作，请务必谨慎操作。删除的条件是该project下的所有作业均已下线。
DeleteProjectRequest deleteProjectRequest = new DeleteProjectRequest();
deleteProjectRequest.setProjectName(projectName);
DeleteProjectResponse deleteProjectResponse = PublicSample.getResponse(client, deleteProjectRequest);
System.out.println(new Gson().toJson(deleteProjectResponse));
//获取文件夹列表。
ListChildFolderRequest listChildFolderRequest = new ListChildFolderRequest();
listChildFolderRequest.setPath("/");
listChildFolderRequest.setProjectName(projectName);
ListChildFolderResponse listChildFolderResponse = PublicSample.getResponse(client, listChildFolderRequest);
System.out.println(new Gson().toJson(listChildFolderResponse));
//获取文件夹。
GetFolderRequest getFolderRequest = new GetFolderRequest();
getFolderRequest.setPath(folderName);
getFolderRequest.setProjectName(projectName);
GetFolderResponse getFolderResponse = PublicSample.getResponse(client, getFolderRequest);
System.out.println(new Gson().toJson(getFolderResponse));
Long folderId;
GetFolderResponse.Folder folder = getFolderResponse.getFolder();
if (folder == null || folder.getFolderId() == null) {
//创建文件夹。
CreateFolderRequest createFolderRequest = new CreateFolderRequest();
createFolderRequest.setPath(folderName);
createFolderRequest.setProjectName(projectName);
CreateFolderResponse createFolderResponse = PublicSample.getResponse(client, createFolderRequest);
System.out.println(new Gson().toJson(createFolderResponse));
folderId = createFolderResponse.getFolderId();
} else {
folderId = folder.getFolderId();
}
// sdk的package存在用户自己的oss上，需要将package通过oss console或者oss sdk上传到oss上。
// 此处需要将oss meta信息提供给foas，
// 并对foas授权bucket读取权限(ram role:AliyunStreamDefaultRole)，foas在使用时会从用户指定的oss和bucket上下载package。
// 请确保oss的region与foas所在的region一致。
// 如果project建在独享集群上，则不需要提供endpoint，bucket等信息，只需要提供package的ossPath。
// 用户的oss信息在创建独享集群的时候已经提供过了，不需要重复提供。
CreatePackageRequest createPackageRequest = new CreatePackageRequest();
createPackageRequest.setProjectName(projectName);
createPackageRequest.setPackageName(packageName);
createPackageRequest.setType("jar");
createPackageRequest.setDescription("test package");
createPackageRequest.setOssEndpoint("oss-cn-hangzhou.aliyuncs.com");//提供的endpoint需要保证网络可通达。
createPackageRequest.setOssBucket("your bucket");
createPackageRequest.setOssOwner("111111111");//oss的主账号uid。
createPackageRequest.setOssPath("aaa/bbb/ccc.jar");
createPackageRequest.setMd5("123456");//可不填。不填，则跳过md5校验；填写，则在下载时进行完整性校验。
CreatePackageResponse createPackageResponse = PublicSample.getResponse(client, createPackageRequest);
System.out.println(new Gson().toJson(createPackageResponse));
//更新package。
UpdatePackageRequest updatePackageRequest = new UpdatePackageRequest();
updatePackageRequest.setProjectName(projectName);
updatePackageRequest.setPackageName(packageName);
updatePackageRequest.setOssPath("aaa/bbb/ddd.jar");
UpdatePackageResponse updatePackageResponse = PublicSample.getResponse(client, updatePackageRequest);
System.out.println(new Gson().toJson(updatePackageResponse));
//获取package详情。
GetPackageRequest getPackageRequest = new GetPackageRequest();
getPackageRequest.setProjectName(projectName);
getPackageRequest.setPackageName(packageName);
GetPackageResponse getPackageResponse = PublicSample.getResponse(client, getPackageRequest);
System.out.println(new Gson().toJson(getPackageResponse));
//根据条件搜索package。
ListPackageRequest listPackageRequest = new ListPackageRequest();
listPackageRequest.setProjectName(projectName);
listPackageRequest.setPackageName("aa");//模糊匹配。
listPackageRequest.setType("jar");
listPackageRequest.setPageIndex(1);//可选，默认1。
listPackageRequest.setPageSize(30);//可选，默认10。
ListPackageResponse listPackageResponse = PublicSample.getResponse(client, listPackageRequest);
System.out.println(new Gson().toJson(listPackageResponse));
//列举project绑定的cluster和queue。
ListProjectBindQueueRequest listProjectBindQueueRequest2 = new ListProjectBindQueueRequest();
listProjectBindQueueRequest2.setProjectName(projectName);
ListProjectBindQueueResponse listProjectBindQueueResponse2 = PublicSample.getResponse(client, listProjectBindQueueRequest2);
System.out.println(new Gson().toJson(listProjectBindQueueResponse2));
//查询project下绑定的queue的资源。
ListProjectBindQueueResourceRequest listProjectBindQueueResourceRequest = new ListProjectBindQueueResourceRequest();
listProjectBindQueueResourceRequest.setProjectName(projectName);
ListProjectBindQueueResourceResponse listProjectBindQueueResourceResponse = PublicSample.getResponse(client, listProjectBindQueueResourceRequest);
System.out.println(new Gson().toJson(listProjectBindQueueResourceResponse));
//根据条件搜索project下的作业。
ListJobRequest listJobRequest = new ListJobRequest();
listJobRequest.setProjectName(projectName);
listJobRequest.setJobType("flink_stream");
listJobRequest.setApiType("sql");
//该参数控制返回的job信息中是否返回较长的字段（例如code）。填false，则返回的只有部分字段；不填或者填true，则返回所有字段。
listJobRequest.setIsShowFullField(false);
ListJobResponse listJobResponse = PublicSample.getResponse(client, listJobRequest);
System.out.println(new Gson().toJson(listJobResponse));
//获取作业。
GetJobRequest getJobRequest = new GetJobRequest();
getJobRequest.setProjectName(projectName);
getJobRequest.setJobName(jobName);
GetJobResponse getJobResponse = PublicSample.getResponse(client, getJobRequest);
System.out.println(new Gson().toJson(getJobResponse));
GetJobResponse.Job job = getJobResponse.getJob();
if (job == null || job.getJobName() == null) {
//创建作业。
CreateJobRequest createJobRequest = new CreateJobRequest();
createJobRequest.setProjectName(projectName);
createJobRequest.setJobName(jobName);
createJobRequest.setCode(sql);
createJobRequest.setProperties(properties);//无，则不用设置。
//clusterId和queueName可以不配置。如果不配置，则随机从项目绑定的cluster和queue中选择一个。
createJobRequest.setClusterId(clusterId);
createJobRequest.setQueueName(queueName);
//engineVersion可以不配置。如果不配置，则使用current版本（推荐版本）。
createJobRequest.setEngineVersion(engineVersion);
createJobRequest.setDescription("test");
createJobRequest.setPackages(packageName);//多个package之间用英文逗号分隔。
createJobRequest.setJobType("flink_stream");//flink_stream/flink_batch大小写不敏感。
createJobRequest.setApiType("sql");//datastream/sql大小写不敏感。
createJobRequest.setFolderId(folderId);
CreateJobResponse createJobResponse = PublicSample.getResponse(client, createJobRequest);
System.out.println(new Gson().toJson(createJobResponse));
} else {
//修改作业。
UpdateJobRequest updateJobRequest = new UpdateJobRequest();
updateJobRequest.setProjectName(projectName);
updateJobRequest.setJobName(jobName);
updateJobRequest.setCode(sql);//设置需要修改的字段，不修改的字段不需要设置。
UpdateJobResponse updateJobResponse = PublicSample.getResponse(client, updateJobRequest);
System.out.println(new Gson().toJson(updateJobResponse));
}
//返回引用指定package的job，该接口查询上线后的job引用关系，未上线的job不会返回。
GetRefPackageJobRequest getRefPackageJobRequest = new GetRefPackageJobRequest();
getRefPackageJobRequest.setProjectName(projectName);
getRefPackageJobRequest.setPackageName(packageName);
GetRefPackageJobResponse getRefPackageJobResponse = PublicSample.getResponse(client, getRefPackageJobRequest);
System.out.println(new Gson().toJson(getRefPackageJobResponse));
//校验job是否存在语法错误。
ValidateJobRequest validateJobRequest = new ValidateJobRequest();
validateJobRequest.setProjectName(projectName);
validateJobRequest.setJobName(jobName);
ValidateJobResponse validateJobResponse = PublicSample.getResponse(client, validateJobRequest);
System.out.println(new Gson().toJson(validateJobResponse));
//获取job的planjson。该接口是异步接口，提交完成之后，需要调用CheckRawPlanJson接口获取结果:Session in run/success/fail。
GetRawPlanJsonRequest getRawPlanJsonRequest = new GetRawPlanJsonRequest();
getRawPlanJsonRequest.setProjectName(projectName);
getRawPlanJsonRequest.setJobName(jobName);
getRawPlanJsonRequest.setAutoconfEnable(true);//可以不填，默认为false。
//设置这个job预期使用多少资源来运行，这个参数会影响到生成plan的大小，不提供的话，底层引擎会生成默认资源配置。
getRawPlanJsonRequest.setExpectedCore(2f);//这个参数与下面的参数可以同时提供，也可以同时不提供，不允许一个提供，一个不提供。
getRawPlanJsonRequest.setExpectedGB(9f);
GetRawPlanJsonResponse getRawPlanJsonResponse = PublicSample.getResponse(client, getRawPlanJsonRequest);
CheckRawPlanJsonRequest checkRawPlanJsonRequest = new CheckRawPlanJsonRequest();
checkRawPlanJsonRequest.setProjectName(projectName);
checkRawPlanJsonRequest.setJobName(jobName);
checkRawPlanJsonRequest.setSessionId(getRawPlanJsonResponse.getSessionId());
String planJson;
CheckRawPlanJsonResponse checkRawPlanJsonResponse;
while (true) {
checkRawPlanJsonResponse = PublicSample.getResponse(client, checkRawPlanJsonRequest);
System.out.println(checkRawPlanJsonResponse.getPlanJsonInfo().getStatus());
if (checkRawPlanJsonResponse.getPlanJsonInfo().getStatus().equals("success")) {
planJson = checkRawPlanJsonResponse.getPlanJsonInfo().getPlanJson();
break;
} else if (checkRawPlanJsonResponse.getPlanJsonInfo().getStatus().equals("fail")) {
System.out.println(checkRawPlanJsonResponse.getPlanJsonInfo().getErrorMessage());
return;
}
Thread.sleep(1000);//每秒查询一次。
}
//修改作业planjson。
UpdateJobRequest updateJobRequest = new UpdateJobRequest();
updateJobRequest.setProjectName(projectName);
updateJobRequest.setJobName(jobName);
updateJobRequest.setPlanJson(planJson);
UpdateJobResponse updateJobResponse = PublicSample.getResponse(client, updateJobRequest);
System.out.println(new Gson().toJson(updateJobResponse));
//预估当前job所配置的planjson需要的资源数，为上线接口需要提供的maxCU数值提供参考，仅blink-3.2.1及以上版本支持该功能。
CalcPlanJsonResourceRequest calcPlanJsonResourceRequest = new CalcPlanJsonResourceRequest();
calcPlanJsonResourceRequest.setProjectName(projectName);
calcPlanJsonResourceRequest.setJobName(jobName);
CalcPlanJsonResourceResponse calcPlanJsonResourceResponse = PublicSample.getResponse(client, calcPlanJsonResourceRequest);
System.out.println(new Gson().toJson(calcPlanJsonResourceResponse));
//获取作业上一次运行记录的最后一次自动调优的planjson，注意:是上一次的运行记录，包括停止的和暂停的。如果不存在，则返回null。
GetJobLatestAutoScalePlanRequest getJobLatestAutoScalePlanRequest = new GetJobLatestAutoScalePlanRequest();
getJobLatestAutoScalePlanRequest.setProjectName(projectName);
getJobLatestAutoScalePlanRequest.setJobName(jobName);
GetJobLatestAutoScalePlanResponse getJobLatestAutoScalePlanResponse = PublicSample.getResponse(client, getJobLatestAutoScalePlanRequest);
System.out.println(new Gson().toJson(getJobLatestAutoScalePlanResponse));
//上线作业。
CommitJobRequest commitJobRequest = new CommitJobRequest();
commitJobRequest.setProjectName(projectName);
commitJobRequest.setJobName(jobName);
commitJobRequest.setIsOnOff(true);//是否开启autoscale自动调优。不填，表示不开启，仅blink-3.2.1及以上版本支持该功能。
commitJobRequest.setMaxCU(100);//设置最大资源使用上限。
commitJobRequest.setConfigure("{\"fetch_delay\":44.5}");//json格式，当前仅支持这一个配置项，大小写敏感，value是double型。
CommitJobResponse commitJobResponse = PublicSample.getResponse(client, commitJobRequest);
System.out.println(new Gson().toJson(commitJobResponse));
//获取实例。
GetInstanceRequest getInstanceRequest = new GetInstanceRequest();
getInstanceRequest.setProjectName(projectName);
getInstanceRequest.setJobName(jobName);
//-1表示获取流作业的当前运行实例（因为流作业某一时刻最多只会存在一个示例）。注意：批作业需要填实际的运行实例id。
getInstanceRequest.setInstanceId(-1L);
GetInstanceResponse getInstanceResponse = PublicSample.getResponse(client, getInstanceRequest);
System.out.println(new Gson().toJson(getInstanceResponse));
GetInstanceResponse.Instance instance = getInstanceResponse.getInstance();
{
//启动作业。
if (instance == null || "UNKNOWN".equals(instance.getActualState()) || "TERMINATED".equals(instance.getActualState())) {
StartJobRequest startJobRequest = new StartJobRequest();
startJobRequest.setProjectName(projectName);
startJobRequest.setJobName(jobName);
Map map = new HashMap<String, String>();
//startOffset表示启动点位。
map.put("startOffset", String.valueOf(System.currentTimeMillis()));//精确到ms时间戳。
startJobRequest.setParameterJson(new Gson().toJson(map));//json格式参数。
StartJobResponse startJobResponse = PublicSample.getResponse(client, startJobRequest);
System.out.println(new Gson().toJson(startJobResponse));
//等待启动成功。
while (true) {
GetInstanceRunSummaryRequest getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
GetInstanceRunSummaryResponse getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("WAITING".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
System.out.println(String.format("lastErrorTime[%s], lastErrorMessage[%s]",
getInstanceRunSummaryResponse.getRunSummary().getLastErrorTime(),
getInstanceRunSummaryResponse.getRunSummary().getLastErrorMessage()));
Thread.sleep(1000);
} else {
break;
}
}
}
}
{
// 作业启动成功后，可以调用如下的接口进行运维。
//获取instance的运行dag图。
GetInstanceDetailRequest getInstanceDetailRequest = new GetInstanceDetailRequest();
getInstanceDetailRequest.setProjectName(projectName);
getInstanceDetailRequest.setJobName(jobName);
getInstanceDetailRequest.setInstanceId(-1L);
GetInstanceDetailResponse getInstanceDetailResponse = PublicSample.getResponse(client, getInstanceDetailRequest);
System.out.println(new Gson().toJson(getInstanceDetailResponse));
//获取instance的运行时配置。
GetInstanceConfigRequest getInstanceConfigRequest = new GetInstanceConfigRequest();
getInstanceConfigRequest.setProjectName(projectName);
getInstanceConfigRequest.setJobName(jobName);
getInstanceConfigRequest.setInstanceId(-1L);
GetInstanceConfigResponse getInstanceConfigResponse = PublicSample.getResponse(client, getInstanceConfigRequest);
System.out.println(new Gson().toJson(getInstanceConfigResponse));
//获取instance的运行时checkpoint信息。
GetInstanceCheckpointRequest getInstanceCheckpointRequest = new GetInstanceCheckpointRequest();
getInstanceCheckpointRequest.setProjectName(projectName);
getInstanceCheckpointRequest.setJobName(jobName);
getInstanceCheckpointRequest.setInstanceId(-1L);
GetInstanceCheckpointResponse getInstanceCheckpointResponse = PublicSample.getResponse(client, getInstanceCheckpointRequest);
System.out.println(new Gson().toJson(getInstanceCheckpointResponse));
//获取instance的运行时异常信息(failover信息）。
GetInstanceExceptionsRequest getInstanceExceptionsRequest = new GetInstanceExceptionsRequest();
getInstanceExceptionsRequest.setProjectName(projectName);
getInstanceExceptionsRequest.setJobName(jobName);
getInstanceExceptionsRequest.setInstanceId(-1L);
GetInstanceExceptionsResponse getInstanceExceptionsResponse = PublicSample.getResponse(client, getInstanceExceptionsRequest);
System.out.println(new Gson().toJson(getInstanceExceptionsResponse));
//如果上线时作业开启了自动调优，调优效果不理想，可中途关闭自动调优，关闭之后也可以再次打开。
UpdateAutoScaleConfigRequest updateAutoScaleConfigRequest = new UpdateAutoScaleConfigRequest();
updateAutoScaleConfigRequest.setProjectName(projectName);
updateAutoScaleConfigRequest.setJobName(jobName);
updateAutoScaleConfigRequest.setInstanceId(-1L);
updateAutoScaleConfigRequest.setConfigJson("{\"autoscale.enable\":false}");//json格式，当前只支持这个key，大小写敏感，取值为true或者false。
UpdateAutoScaleConfigResponse updateAutoScaleConfigResponse = PublicSample.getResponse(client, updateAutoScaleConfigRequest);
System.out.println(new Gson().toJson(updateAutoScaleConfigResponse));
//查询instance的运行时各项指标的数据曲线信息。
//当前只支持查询最近两小时的曲线，metric的格式为：blink.{projectName}.{jobName}.{metricName}。
String metricJson = "{\n" +
"\t\"start\": 1547637620000,\n" + //精确到ms时间戳。
"\t\"limit\": \"avg:sample:50\",\n" +
"\t\"end\": 1547638420000,\n" +
"\t\"queries\": [{\n" +
"\t\t\"downsample\": \"20s-avg\",\n" +
"\t\t\"metric\": \"blink.bayes_team.huayuan_test_job.delay\",\n" +
"\t\t\"granularity\": \"20s\",\n" +
"\t\t\"aggregator\": \"max\"\n" +
"\t}, {\n" +
"\t\t\"downsample\": \"20s-avg\",\n" +
"\t\t\"metric\": \"blink.bayes_team.huayuan_test_job.fetched_delay\",\n" +
"\t\t\"granularity\": \"20s\",\n" +
"\t\t\"aggregator\": \"max\"\n" +
"\t}]\n" +
"}";
GetInstanceMetricRequest getInstanceMetricRequest = new GetInstanceMetricRequest();
getInstanceMetricRequest.setProjectName(projectName);
getInstanceMetricRequest.setJobName(jobName);
getInstanceMetricRequest.setInstanceId(-1L);
getInstanceMetricRequest.setMetricJson(metricJson);
GetInstanceMetricResponse getInstanceMetricResponse = PublicSample.getResponse(client, getInstanceMetricRequest);
System.out.println(new Gson().toJson(getInstanceMetricResponse.getMetrics()));
//获取instance实际使用的资源信息（cpu/memory）。
GetInstanceResourceRequest getInstanceResourceRequest = new GetInstanceResourceRequest();
getInstanceResourceRequest.setProjectName(projectName);
getInstanceResourceRequest.setJobName(jobName);
getInstanceResourceRequest.setInstanceId(-1L);
GetInstanceResourceResponse getInstanceResourceResponse = PublicSample.getResponse(client, getInstanceResourceRequest);
System.out.println(new Gson().toJson(getInstanceResourceResponse.getResource()));
//批量获取多个作业的运行时状态。
BatchGetInstanceRunSummaryRequest batchGetInstanceRunSummaryRequest = new BatchGetInstanceRunSummaryRequest();
batchGetInstanceRunSummaryRequest.setProjectName(projectName);
batchGetInstanceRunSummaryRequest.setJobType("flink_stream");
batchGetInstanceRunSummaryRequest.setJobNames("job1,job2,job3");//多个job之间用英文逗号分隔，请确保都是stream job，并且job已存在且已上线，否则会忽略错误的job。
BatchGetInstanceRunSummaryResponse batchGetInstanceRunSummaryResponse = PublicSample.getResponse(client, batchGetInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(batchGetInstanceRunSummaryResponse.getRunSummarys()));
}
{
//暂停作业。
GetInstanceRunSummaryRequest getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
GetInstanceRunSummaryResponse getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("RUNNING".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
ModifyInstanceStateRequest modifyInstanceStateRequest = new ModifyInstanceStateRequest();
modifyInstanceStateRequest.setProjectName(projectName);
modifyInstanceStateRequest.setJobName(jobName);
modifyInstanceStateRequest.setInstanceId(-1L);
modifyInstanceStateRequest.setExpectState("PAUSED");
ModifyInstanceStateResponse modifyInstanceStateResponse = PublicSample.getResponse(client, modifyInstanceStateRequest);
System.out.println(new Gson().toJson(modifyInstanceStateResponse));
//等待暂停成功。
while (true) {
getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("RUNNING".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
System.out.println(String.format("lastErrorTime[%s], lastErrorMessage[%s]",
getInstanceRunSummaryResponse.getRunSummary().getLastErrorTime(),
getInstanceRunSummaryResponse.getRunSummary().getLastErrorMessage()));
Thread.sleep(1000);
} else {
break;
}
}
}
}
{
//恢复作业。
GetInstanceRunSummaryRequest getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
GetInstanceRunSummaryResponse getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("PAUSED".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
ModifyInstanceStateRequest modifyInstanceStateRequest = new ModifyInstanceStateRequest();
modifyInstanceStateRequest.setProjectName(projectName);
modifyInstanceStateRequest.setJobName(jobName);
modifyInstanceStateRequest.setInstanceId(-1L);
modifyInstanceStateRequest.setExpectState("RUNNING");
ModifyInstanceStateResponse modifyInstanceStateResponse = PublicSample.getResponse(client, modifyInstanceStateRequest);
System.out.println(new Gson().toJson(modifyInstanceStateResponse));
//等待恢复成功。
while (true) {
getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("PAUSED".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
System.out.println(String.format("lastErrorTime[%s], lastErrorMessage[%s]",
getInstanceRunSummaryResponse.getRunSummary().getLastErrorTime(),
getInstanceRunSummaryResponse.getRunSummary().getLastErrorMessage()));
Thread.sleep(1000);
} else {
break;
}
}
}
}
{
//停止作业。
GetInstanceRunSummaryRequest getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
GetInstanceRunSummaryResponse getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("RUNNING".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
ModifyInstanceStateRequest modifyInstanceStateRequest = new ModifyInstanceStateRequest();
modifyInstanceStateRequest.setProjectName(projectName);
modifyInstanceStateRequest.setJobName(jobName);
modifyInstanceStateRequest.setInstanceId(-1L);
modifyInstanceStateRequest.setExpectState("TERMINATED");
ModifyInstanceStateResponse modifyInstanceStateResponse = PublicSample.getResponse(client, modifyInstanceStateRequest);
System.out.println(new Gson().toJson(modifyInstanceStateResponse));
//等待停止成功。
while (true) {
getInstanceRunSummaryRequest = new GetInstanceRunSummaryRequest();
getInstanceRunSummaryRequest.setProjectName(projectName);
getInstanceRunSummaryRequest.setJobName(jobName);
getInstanceRunSummaryRequest.setInstanceId(-1L);
getInstanceRunSummaryResponse = PublicSample.getResponse(client, getInstanceRunSummaryRequest);
System.out.println(new Gson().toJson(getInstanceRunSummaryResponse));
if ("RUNNING".equals(getInstanceRunSummaryResponse.getRunSummary().getActualState())) {
System.out.println(String.format("lastErrorTime[%s], lastErrorMessage[%s]",
getInstanceRunSummaryResponse.getRunSummary().getLastErrorTime(),
getInstanceRunSummaryResponse.getRunSummary().getLastErrorMessage()));
Thread.sleep(1000);
} else {
break;
}
}
}
}
//下线作业。
OfflineJobRequest offlineJobRequest = new OfflineJobRequest();
offlineJobRequest.setProjectName(projectName);
offlineJobRequest.setJobName(jobName);
OfflineJobResponse offlineJobResponse = PublicSample.getResponse(client, offlineJobRequest);
System.out.println(new Gson().toJson(offlineJobResponse));
//删除作业。
DeleteJobRequest deleteJobRequest = new DeleteJobRequest();
deleteJobRequest.setProjectName(projectName);
deleteJobRequest.setJobName(jobName);
DeleteJobResponse deleteJobResponse = PublicSample.getResponse(client, deleteJobRequest);
System.out.println(new Gson().toJson(deleteJobResponse));
//删除package。
DeletePackageRequest deletePackageRequest = new DeletePackageRequest();
deletePackageRequest.setProjectName(projectName);
deletePackageRequest.setPackageName(packageName);
DeletePackageResponse deletePackageResponse = PublicSample.getResponse(client, deletePackageRequest);
System.out.println(new Gson().toJson(deletePackageResponse));
}
}
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