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打通了多个计算存储引擎如:Spark、TiSpark、Hive、Python和HBase等,对外提供统一REST/WebSocket/JDBC接口,提交执行SQL、Pyspark、HiveQL、Scala等脚本的计算中间件。 spread retract

https://github.com/WeBankFinTech/Linkis/wiki

  • Scala 67.1%
  • Java 28.5%
  • Shell 2.4%
  • TSQL 1.6%
  • Python 0.4%
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Linkis WebSocket API Doc

1.Summary

        Linkis provides an adaption method by WebSocket, for the convenience of the frontend of functional applications.

The data development IDE tool Scriptis combined both ways to adapt with Linkis. It communicates with Linkis by websocket in normal circumstances, and failover to HTTP protocol in case the Websocket connection was down.

2.1 API Specs

Linkis defined its own specs for front-backend adaption.

1).URL specs

/api/rest_j/v1/{applicationName}/.+
/api/rest_s/v1/{applicationName}/.+
  • rest_j means the API is conformed to Jersey standards
  • rest_s means the API is conformed to springMVC Rest standards
  • v1 is the version of services,The version will be upgraded with Linkis releases
  • {applicationName} is the microservice name

2).Request specs

{
 	"method":"/api/rest_j/v1/entrance/execute",
 	"data":{},
	"websocketTag":"37fcbd8b762d465a0c870684a0261c6e"
}

3).Response specs

{"method":"/api/rest_j/v1/entrance/execute","status":0, "message":Success!","data":{}}
  • method:Return the Restful API URL requested, basically used by websocket protocol。
  • status:Return the status info, in which -1 means login failed, 0 means succeeded, 1 means error, 2 mean validation failed, and 3 means no permission.
  • data:Return detailed data.
  • message:Return hint message of the request. If the status is not 0, this message returns error messages. At the same time 'data' may return the stack information in its 'stack' column.
2.2WebSocket API Description

1).Establish connection

Used to establish a WebSocket connection with Linkis.

  • API /api/rest_j/entrance/connect
  • HTTP Method GET
  • Status Code 101

2).Request execution

Used to submit user jobs to Linkis for execution.

  • API /api/rest_j/entrance/execute
  • HTTP Method POST
  • Sample Json request body
{
 	"method":"/api/rest_j/v1/entrance/execute",
 	"data":{
		"params": {
			"variable":{
				"k1":"v1"
			},
			"configuration":{
				"special":{
					"k2":"v2"
				},
				"runtime":{
					"k3":"v3"
				},
				"startup":{
					"k4":"v4"
				}
			}
		},
		"executeApplicationName":"spark",
		"executionCode":"show tables",
		"runType":"sql",
		"source":{
			"scriptPath": "/home/Linkis/Linkis.sql"
		},
    "websocketTag":"37fcbd8b762d465a0c870684a0261c6e"
	}
}
  • Descriptions for parameters of request body data
Parameter Name Parameter Definition Type Comments
executeApplicationName The Engine service expected by the user, such as Spark or hive String Not null
requestApplicationName The name of the system launching this request String Nullable
params User-defined parameters to run services Map Required, but values are nullable
executionCode The execution code submitted by the user String Not null
runType Assuming that the user executes a spark job, he may choose python, R or SQL as runType String Not null
scriptPath The script path of the execution code String For Scriptest, it shouldn't be null with executionCode at the same time
                                    Table 1 Descriptions for the parameters
  • Sample Json response body
{
 "method": "/api/rest_j/v1/entrance/execute",
 "status": 0,
 "message": "Execution request succeeded",
 "data": {
   "execID": "030418IDEhivebdpdwc010004:10087IDE_johnnwang_21",
   "taskID": "123"  
 }
}
  • execID is a unique ID of String type generated for each user task after submitted to Linkis. It is only used during the execution period, like PID. The format of execID is (length of requestApplicationName)(length of executeAppName)(length of Instance)${requestApplicationName}${executeApplicationName}${entranceInstance infomation ip+port}${requestApplicationName}${umUser}${index}
  • taskID is a unique ID of Long type genenrated incrementally by the database for each task.

3).The push mechanism for task status, logs and progress

After submission, the status, logs and progress information will be pushed by the server. They could be retrieved by websocket protocol. The API is consistent with HTTP protocol as mentioned below. The only difference is that the schema of websocket is ws://, but http:// for HTTP protocol.

Sample response of WebSocket API

  • Logs
{
  "method": "/api/rest_j/v1/entrance/${execID}/log",
  "status": 0,
  "message": "Returned log information",
  "data": {
    "execID": "${execID}",
	"log": ["errorLog","warnLog","infoLog", "allLog"],
  "taskID":28594,
	"fromLine": 56
  },
  "websocketTag":"37fcbd8b762d465a0c870684a0261c6e"
}
  • Status
{
  "method": "/api/rest_j/v1/entrance/${execID}/status",
  "status": 0,
  "message": "Return status information",
  "data": {
    "execID": "${execID}",
    "taskID":28594,
	  "status": "Running",
  },
  "websocketTag":"37fcbd8b762d465a0c870684a0261c6e"
}
  • Progress
{
  "method": "/api/rest_j/v1/entrance/${execID}/log",
  "status": 0,
  "message": "Return progress information",
  "data": {
    "execID": "${execID}",
    "taskID":28594,
    "progress": 0.2,
  	"progressInfo": [
  		{
  			"id": "job-1",
  			"succeedTasks": 2,
  			"failedTasks": 0,
  			"runningTasks": 5,
  			"totalTasks": 10
  		},
  		{
  			"id": "job-2",
  			"succeedTasks": 5,
  			"failedTasks": 0,
  			"runningTasks": 5,
  			"totalTasks": 10
  		}
  	]
  },
  "websocketTag":"37fcbd8b762d465a0c870684a0261c6e"
}

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