Updated on 2024-05-20 GMT+08:00

Cluster Coefficient

Function

This API is used to run the Cluster Coefficient algorithm based on input parameters.

This algorithm is used to calculate the aggregation degree of vertices in a graph.

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

statistics

No

Boolean

Whether only the overall statistical results are output. The options are true and false. The default value is true.

  • true: Only the total average clustering coefficient is output.
  • false: The clustering coefficient corresponding to each vertex is additionally output.

directed

No

Boolean

Whether a graph is considered as a directed graph for calculation. The value can be true or false. The default value is false.

  • true: directed graph
  • false: undirected graph

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":"cluster_coefficient",
    "parameters": {
        "statistics":"false",
        "directed":"false"
    }
} 

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

    cluster_coefficient

    Double

    Average clustering coefficient

    vertex_cluster_coefficient

    List

    Clustering coefficient of each vertex. The format is as follows:

    [{vertexId : vertexClusterCoefficient},...],

    where

    • vertexId: string type
    • vertexClusterCoefficient: double type

    Vertex clustering coefficients are sorted in descending order based on their values. If two coefficients have the same value, they are sorted by vertex ID.

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.