本文分享自华为云社区《DataArts Studio 通过Rest Client 接口读取RESTful接口数据的能力,通过Hive-SQL存储》,作者: 张浩奇 。

Rest Client 提供了读取RESTful接口数据的能力。Rest Client从RESTful地址中获取数据,转换为数据集成支持的数据类型,然后传递给下游的hive-sql节点存储。本文POST接口典型场景为例,为您示例如何使用Rest Client,从RESTful地址中读取数据并同步到hive表中。

本文指导从RESTful地址中读取数据并同步到MRS-Hive表中。大致方案,DataArtStudio 管理配置采集任务,通过CDM服务进行代理下发和第三方API服务器进行对接,响应消息通过节点间参数传递给MSR-Hive-SQL解析入库,

集成流程如下:

方案开发流程如下:

步骤1:DataArtsStudio 创建Rest Client任务

数据开发模块,创建Rest Client节点,输入GET/POST参数,包括认证方式,头域、请求参数/消息体

其中请求消息体中json可以使用EL表达式,比如携带时间过滤参数

JSON Body体

{"startTime":"#{DateUtil.format(DateUtil.addDays(Job.planTime,-1),"yyyy-MM-dd")}","endTime":"#{DateUtil.format(DateUtil.now(),"yyyy-MM-dd")}"}

系统转换后参数如下:

{"startTime":"2023-07-11","endTime":"2023-07-12"}

EL表达式的详细参考如下:

https://support.huaweicloud.com/usermanual-dataartsstudio/dataartsstudio_01_0494.html

响应消息的JSON中返回的消息如下数组格式:

Response body:{"data":[{"id":99467,"proportionProjectId":"0405","proportionProjectName":"外勤津贴","proportionAfterTax":40800,"proportionDepartmentId":289,"proportionDepartmentName":"总所税务部","voucherStatusTime":1600758794000,"billsNumber":"2020092299467"},{"id":102000,"proportionProjectId":"040102","proportionProjectName":"040102 _ 职能部门员工年薪","proportionAfterTax":20000,"proportionDepartmentId":296,"proportionDepartmentName":"总所创客部","voucherStatusTime":1606209149000,"billsNumber":"2020112402000"}]}

步骤2:MSR-Hive创建表

CREATE TABLE IF NOT EXISTS mrs_hive_rest(`billsNumber` STRING,`proportionDepartmentId` BIGINT,`voucherStatusTime` BIGINT,`proportionProjectId` STRING,`proportionAfterTax` BIGINT,`id` BIGINT,`proportionProjectName` BIGINT,`proportionDepartmentName` STRING);

步骤3:DataArtsStudio 创建hive-sql脚本用于存储POST接口的响应消息

数据开发模块创建hive-sql脚本,例如:

-- HIVE sql-- ******************************************************************** ---- author: zhanghaoqi-- create time: 2023/07/12 15:50:41 GMT+08:00-- ******************************************************************** --SELECT * FROM mrs_hive_rest;INSERT INTO mrs_hive_rest SELECT json_tuple(json, 'billsNumber', 'proportionDepartmentId', 'voucherStatusTime', 'proportionProjectId', 'proportionAfterTax', 'id', 'proportionProjectName', 'proportionDepartmentName') FROM (SELECT explode(split(regexp_replace(regexp_replace('${jsonStr}', '\\[|\\]',''),'\\}\\,\\{','\\}\\;\\{'),'\\;'))as json) t;SELECT * FROM mrs_hive_rest;

SQL脚本关键点说明,在脚本中引用**${jsonStr}** 作为响应的消息的JSON字符串进行解析(在步骤4中定义改参数内容)

由于响应消息是JSON数组,使用了内置的json和字符串方法进行解析。

步骤4:DataArtsStudio 创建hive-sql节点执行脚本

创建hive-sql节点,执行步骤3脚本

参数关键点:脚本参数会自动提取SQL脚本中引用的参数,此处需要配置参数的内容,参数使用EL表达式获取前一个Rest_Client节点的返回值 #{JSONUtil.toString(JSONUtil.path(Job.getNodeOutput(“Rest_Client_1729″),”data”))} 其中Rest_Client_1729为前一个节点的任务名,data为前一个节点的数据路径。

步骤5:配置完成后执行测试运行验证脚本

配置完成后,测试运行脚本,通过查看日志确认内容是否符合预期,SQL入库是否成功。

[2023/07/12 20:13:24 GMT+0800] [INFO] Connect to server successfully

[2023/07/12 20:13:24 GMT+0800] [INFO] Executing SQL:SELECT * FROM mrs_hive_rest;

[2023/07/12 20:13:24 GMT+0800] [INFO] Execute SQL successfully

[2023/07/12 20:13:24 GMT+0800] [INFO] Reading SQL execution result

[2023/07/12 20:13:24 GMT+0800] [INFO] The first 0 rows:

[2023/07/12 20:13:24 GMT+0800] [INFO] Read SQL execution result successfully

[2023/07/12 20:13:24 GMT+0800] [INFO]

[2023/07/12 20:13:24 GMT+0800] [INFO] Executing SQL:INSERT INTO mrs_hive_rest SELECT json_tuple(json, ‘billsNumber’, ‘proportionDepartmentId’, ‘voucherStatusTime’, ‘proportionProjectId’, ‘proportionAfterTax’, ‘id’, ‘proportionProjectName’, ‘proportionDepartmentName’) FROM (

SELECT explode(split(regexp_replace(regexp_replace(’[{“billsNumber”:“2020092299467”,“proportionDepartmentId”:289,“voucherStatusTime”:1600758794000,“proportionProjectId”:“0405”,“proportionAfterTax”:40800,“id”:99467,“proportionProjectName”:“外勤津贴”,“proportionDepartmentName”:“总所税务部”},{“billsNumber”:“2020112402000”,“proportionDepartmentId”:296,“voucherStatusTime”:1606209149000,“proportionProjectId”:“040102”,“proportionAfterTax”:20000,“id”:102000,“proportionProjectName”:“040102 _ 职能部门员工年薪”,“proportionDepartmentName”:“总所创客部”}]’, ‘\[|\]’,’’),’\}\,\{’,’\}\;\{’),’\;’))

as json) t;

[2023/07/12 20:13:38 GMT+0800] [INFO] Execute SQL successfully

[2023/07/12 20:13:38 GMT+0800] [INFO] Reading SQL execution result

[2023/07/12 20:13:38 GMT+0800] [INFO] Read SQL execution result successfully

[2023/07/12 20:13:38 GMT+0800] [INFO]

[2023/07/12 20:13:38 GMT+0800] [INFO] Executing SQL:SELECT * FROM mrs_hive_rest;

[2023/07/12 20:13:38 GMT+0800] [INFO] Execute SQL successfully

[2023/07/12 20:13:38 GMT+0800] [INFO] Reading SQL execution result

[2023/07/12 20:13:38 GMT+0800] [INFO]The first 2 rows:

2020092299467,289,1600758794000,0405,40800,99467,null,总所税务部

2020112402000,296,1606209149000,040102,20000,102000,null,总所创客部

[2023/07/12 20:13:38 GMT+0800] [INFO] Read SQL execution result successfully

[2023/07/12 20:13:38 GMT+0800] [INFO]

确认脚本执行成功,入库成功。

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