Parser Field Validations
Inside the global configuration, there is a validation framework that enables you to construct validation rules that cross all sensors. This is done in the form of validation plugins where assertions about fields or whole messages can be made.
The format for this is a fieldValidations
field inside of global config.
This is associated with an array of field validation objects structured using the following
fields:
- input
An array of input fields or a single field. If this is omitted, then the whole messages is passed to the validator.
- config
A String to Object map for validation configuration. This is optional if the validation function requires no configuration.
- validation
The validation function to be used. This is one of the following:
- STELLAR
Execute a Stellar Language statement. Expects the query string in the
condition
field of the config.- IP
Validates that the input fields are an IP address. By default, if no configuration is set, it assumes IPV4, but you can specify the type by passing in type with either
IPV6
orIPV4
or by passing in a list [IPV4,IPV6
] in which case the input(s) will be validated against both.- DOMAIN
Validates that the fields are all domains.
Validates that the fields are all email addresses.
- URL
Validates that the fields are all URLs.
- DATE
Validates that the fields are a date. Expects
format
in the config.- INTEGER
Validates that the fields are an integer. String representation of an integer is allowed.
- REGEX_MATCH
Validates that the fields match a regex. Expects
pattern
in the config.- NOT_EMPTY
Validates that the fields exist and are not empty (after trimming.)
For example, the following validation validates that ip_src_addr
is an IPv4
address via the IP validator:
"fieldValidations" : [ { "input" : [ "ip_src_addr" ], "validation" : "IP", "config" : { "type" : "IPV4" } } ]
You can also create a validation using Stellar. The following validation uses Stellar to validate the same thing as the previous example:
"fieldValidations" : [ { "validation" : "STELLAR", "config" : { "condition" : "IS_IP(ip_src_addr, 'IPV4')" } } ]