Label Propagation

Function

This API is used to run the Label Propagation algorithm based on input parameters.

The Label Propagation algorithm is a graph-based semi-supervised learning method. Its basic principle is to predict the label information about unlabeled nodes using that of the labeled nodes. This algorithm can create graphs based on the relationships between samples. Nodes include labeled data and unlabeled data, and the edge indicates the similarity between two nodes. Node labels are transferred to other nodes based on the similarity. Labeled data is like a source used to label unlabeled data. The greater the node similarity is, the easier the label propagation will be.

URI

POST /ges/v1.0/{project_id}/hyg/{graph_name}/algorithm

**Table 1** URI parameters
Parameter	Mandatory	Type	Description
project_id	Yes	String	Project ID. For how to obtain the project ID, see Obtaining a Project ID.
graph_name	Yes	String	Graph name

Request Parameters

**Table 2** Request body parameters
Parameter	Mandatory	Type	Description
algorithmName	Yes	String	Algorithm name
parameters	Yes	parameters Object	Algorithm parameters

**Table 3** parameters
Parameter	Mandatory	Type	Description
convergence	No	Double	Convergence accuracy. The value range is (0, 1). The default value is 0.00001.
max_iterations	No	Integer	Maximum iterations. An integer ranging from 1 to 2147483647. For frontend calls, the range is [1, 2000]. The default value is 1000.

Response Parameters

Parameter	Type	Description
errorMessage	String	System prompt. If execution succeeds, this parameter may be left blank. If the execution fails, this parameter is used to display the error message.
errorCode	String	System prompt. If execution succeeds, this parameter may be left blank. If the execution fails, this parameter is used to display the error code.
jobId	String	ID of the algorithm execution job. This parameter is left blank when the request fails. NOTE: You can use the returned job ID to view the task execution status and obtain the algorithm return result. For details, see Querying Job Status on the Service Plane (1.0.0).
jobType	Integer	Job type. This parameter is left blank when the request fails.

Example Request

POST http://{SERVER_URL}/ges/v1.0/{project_id}/hyg/{graph_name}/algorithm
{
 "algorithmName":"label_propagation",
 "parameters":{
   "convergence":"0.00001",
        "max_iterations":"1000"
 }
}

SERVER_URL: Address for accessing a graph. For details about its value, see Using Service Plane APIs.

Example Response

Status code: 200

Example response for a successful request

Http Status Code: 200
{  
"jobId": "4448c9fb-0b16-4a78-8d89-2a137c53454a001679122",
"jobType": 1
}

Status code: 400

Example response for a failed request

Http Status Code: 400
{
"errorMessage":"graph [demo] is not found",
"errorCode":"GES.8402"
}

Query result

Example Request

GET http://{SERVER_URL}/ges/v1.0/{project_id}/graphs/{graph_name}/jobs/{jobId}/status?limit=limit

Query result response

**Table 4** response_data parameter description
Parameter	Type	Description
community	List	Community corresponding to each vertex. The format is as follows: [{vertexId1:communityId},{vertexId2:communityId}], where vertexId: string type. The list is sorted by vertex ID. communityId: string type Note: The communityId itself has no meaning and uses the internal ID of HyG.

Status Codes

Return Value	Description
400 Bad Request	Request error.
401 Unauthorized	Authorization failed.
403 Forbidden	No operation permissions.
404 Not Found	No resources found.
500 Internal Server Error	Internal server error.
503 Service Unavailable	Service unavailable.