MaskField¶

The following provides usage information for the Apache Kafka® SMT org.apache.kafka.connect.transforms.MaskField.

Description¶

Can be used for the following scenarios:

Mask specified fields with a valid null value for the field type (i.e. 0, false, empty string, and so on).
Replace any string or numeric field using the replacement property.

Use the concrete transformation type designed for the record key (org.apache.kafka.connect.transforms.MaskField$Key) or value (org.apache.kafka.connect.transforms.MaskField$Value).

Examples¶

Mask value¶

This configuration snippet shows how to use MaskField to mask the value of a field.

"transforms": "MaskField",
"transforms.MaskField.type": "org.apache.kafka.connect.transforms.MaskField$Value",
"transforms.MaskField.fields": "string_field"

This masks string_field, transforming the original message as seen here:

{"integer_field":22, "string_field":"foo"}

into the result here:

{"integer_field":22, "string_field":""}

Replace value¶

This configuration snippet shows how to use MaskField to replace the value of a field. There are three transformations in the example. The first and second replace a value in a single field. The third is applied to both office and mobile phone number fields.

"transforms": "SSNMask,IPMask,PhoneMask",

"transforms.SSNMask.type": "org.apache.kafka.connect.transforms.MaskField$Value"
"transforms.SSNMask.fields": "SSN"
"transforms.SSNMask.replacement": "***-***-****"

"transforms.IPMask.type": "org.apache.kafka.connect.transforms.MaskField$Value"
"transforms.IPMask.fields": "IPAddress"
"transforms.IPMask.replacement": "xxx.xxx.xxx.xxx"

"transforms.PhoneMask.type": "org.apache.kafka.connect.transforms.MaskField$Value"
"transforms.PhoneMask.fields": "office,mobile"
"transforms.PhoneMask.replacement": "+0-000-000-0000"

Properties¶

Name	Description	Type	Default	Valid Values	Importance
`fields`	Names of fields to mask.	list		non-empty list	high
`replacement`	Custom value replacement applied to all `fields` values.	string	null	Non-empty string with a numeric or text value that can be converted to `fields` type(s).	low

Predicates¶

Transformations can be configured with predicates so that the transformation is applied only to records which satisfy a condition. You can use predicates in a transformation chain and, when combined with the Filter (Apache Kafka), predicates can conditionally filter out specific records. For details and examples, see Predicates.