Mock Data Task

AngusTester efficiently generates test data in multiple formats to meet diverse testing scenario requirements.
Mock data functionality supports 7 mainstream data formats, helping you:

• Bulk generate massive test data
• Flexibly configure data structure and storage methods
• Seamlessly integrate with databases and file systems
• Parameterize support to directly reference generated data in tests

Primary Parameter List

Parameter	Type	Required	Constraints	Description
name	string	No	≤200 characters	Data name (auto-set as script name)
description	string	No	≤800 characters	Detailed description (auto-set as script description)
fields	array[object]	No	1-200 items	Data field definitions (see details below)
settings	object	No	-	Data generation settings (see details below)

Complete configuration example:

mockData:  
  name: User Data  
  description: User account/password data in CSV format  
  fields:  
    - name: username  
      type: string  
      value: "@String(3,20)"  
    - name: password  
      type: string  
      value: "@String(6,32)"  
  settings:  
    format: CSV  
    rows: 100000  
    batchRows: 200  
    location: LOCAL  
    lineEnding: UNIT_LF  
    includeHeader: true

Field Definitions (fields)

Parameter	Type	Required	Constraints	Description
name	string	Yes	≤200 characters	Field name
type	enum	Yes	-	Field type: string, integer, boolean, number, object, array. Note: object/array only supported in JSON format
value	string	No	≤8192 characters	Field value (constant or mock function)

Example configuration:

fields:  
  - name: username  
    type: string  
    value: "@String(3,20)"  
  - name: age  
    type: integer  
    value: "@Number(18,60)"

Generation Settings (settings)

Parameter	Type	Required	Constraints	Description
format	string	Yes	≤40 characters	Data format: CSV, CUSTOM, EXCEL, JSON, SQL, TAB, XML
rows	integer	Yes	1-100 billion	Total rows to generate
batchRows	integer	No	1-10000	Batch generation rows
location	enum	Yes	-	Storage location: DATASPACE, DATASOURCE, LOCAL, PUSH_THIRD
storeRequest	object	No	/	HTTP request config (required when storing to DATASPACE or PUSH_THIRD). Note: Only POST method supported. See "Script Specifications" for HTTP request details.
Plugin Parameters	object	No	/	Plugin-specific parameters (see "Plugin Parameters" below).

Storage Location (location)

• DATASPACE · Dataspace Storage

  • Location: AngusTester space: Data → File Data → Space
  • Use Cases:
    • Team collaboration/shared data
    • Long-term test dataset storage
    • Cross-test data reuse
  • Access: Managed online via AngusTester

• DATASOURCE · Database Storage

  • Location: AngusTester built-in datasource: Data → Datasource Data → Datasource
  • Use Cases:
    • Database stress test initialization
    • Production environment data pre-fill
    • Data-driven testing support
  • Access: Direct DB client connection or via app

• LOCAL · Local File Storage

  • Location: Execution node file system
  • Default Path: ${AGENT_HOME}/data/exec/[executionID]/data.[format]
  • Use Cases:
    • Temporary test data generation
    • Quick access to raw data files
    • Large file processing scenarios
  • Access: Direct download from execution page

• PUSH_THIRD · HTTP API Push

  • Transfer Modes:
  • Smart Detection:
    • ContentType=application/octet-stream
    • FormData contains file type
  • Performance Tip: Set batchRows=1000 for text streaming
  • Use Cases:
    • Data integration pipelines
    • Third-party system integration
    • Real-time data pipelines

Format-Specific Plugin Parameters (Plugin Parameters)

Special configuration parameters for each data format:

CSV Format Parameters

Parameter	Type	Required	Description
lineEnding	enum	Yes	Line ending: UNIT_LF/WINDOWS_CRLF
includeHeader	boolean	Yes	Include header row

Custom Format Parameters

Parameter	Type	Required	Description
escapeChar	char	No	Escape char (default \u0000)
quoteChar	char	No	Quote char (default \u0000)
separatorChar	char	No	Separator char (default ,)

Excel Format Parameters

Parameter	Type	Required	Description
includeHeader	boolean	Yes	Include header row

JSON Format Parameters

Parameter	Type	Required	Description
includeNull	boolean	No	Include null fields
rowsToArray	boolean	No	Convert to array format

SQL Format Parameters

Parameter	Type	Required	Description
tableName	string	Yes	Database table name
batchInsert	boolean	No	Enable batch insert
storeDatasource	object	Yes	Database config (see below)

Database Connection Config:

storeDatasource:  
  type: MYSQL  
  driverClassName: com.mysql.cj.jdbc.Driver  
  jdbcUrl: jdbc:mysql://localhost:3306/db  
  username: user  
  password: pass

TAB Format Parameters

Parameter	Type	Required	Description
includeHeader	boolean	Yes	Include header row

XML Format Parameters

Parameter	Type	Required	Description
rootElement	string	Yes	Root element name
recordElement	string	Yes	Record element name

Best Practice Scenarios

Scenario 1: CSV User Data Generation

settings:  
  format: CSV  
  rows: 50000  
  location: LOCAL  
  lineEnding: WINDOWS_CRLF  
  includeHeader: true

Scenario 2: JSON Test Data

settings:  
  format: JSON  
  rows: 20000  
  location: DATASPACE  
  includeNull: false  
  rowsToArray: true

Scenario 3: Direct Database Write

settings:  
  format: SQL  
  location: DATASOURCE  
  batchInsert: true  
  storeDatasource:  
    type: POSTGRES  
    jdbcUrl: jdbc:postgresql://dbserver:5432/testdb  
    username: admin  
    password: securePass123

Scenario 4: Push to Third-Party System

settings:  
  format: XML  
  location: PUSH_THIRD  
  rootElement: Users  
  recordElement: User  
  storeRequest:  
    url: https://api.example.com/upload  
    parameters:  
      - name: Content-Type  
        in: header  
        enabled: true  
        type: string  
        value: multipart/form-data  
      - name: Authorization  
        in: header  
        enabled: true  
        type: string  
        value: "Bearer {token}"