Assert

Sink plugin: Assert [Flink]

Description

A flink sink plugin which can assert illegal data by user defined rules

提示

Engine Supported and plugin name

• Spark：Assert
• Flink: Assert

Options

name	type	required	default value
rules	ConfigList	yes	-
rules.field_name	string	yes	-
rules.field_type	string	no	-
rules.field_value	ConfigList	no	-
rules.field_value.rule_type	string	no	-
rules.field_value.rule_value	double	no	-

rules [ConfigList]

Rule definition of user's available data. Each rule represents one field validation.

field_name [string]

field name（string）

field_type [string]

field type (string), e.g. string,boolean,byte,short,int,long,float,double,char,void,BigInteger,BigDecimal,Instant

field_value [ConfigList]

A list value rule define the data value validation

rule_type [string]

The following rules are supported for now NOT_NULL, // value can't be null MIN, // define the minimum value of data MAX, // define the maximum value of data MIN_LENGTH, // define the minimum string length of a string data MAX_LENGTH // define the maximum string length of a string data

rule_value [double]

the value related to rule type

Example

the whole config obey with hocon style

Assert {
   rules = 
        [{
            field_name = name
            field_type = string
            field_value = [
                {
                    rule_type = NOT_NULL
                },
                {
                    rule_type = MIN_LENGTH
                    rule_value = 3
                },
                {
                     rule_type = MAX_LENGTH
                     rule_value = 5
                }
            ]
        },{
            field_name = age
            field_type = int
            field_value = [
                {
                    rule_type = NOT_NULL
                },
                {
                    rule_type = MIN
                    rule_value = 10
                },
                {
                     rule_type = MAX
                     rule_value = 20
                }
            ]
        }
        ]
    
}