Data Type Validation Patterns

Contents:

Expand all Collapse all

Scheduled Maintenance: docs.trifacta.com will be offline for maintenance at 3:00pm UTC on Tuesday March 28 for about 15 minutes.

Contents:

The following Dataprep by Trifacta data types utilize regular expressions to validate data against the type. For other data types, validation is performed without using regular expressions.

Patterns matching the following regular expressions are considered valid for the listed data type.

Credit Card

^4\\d{3}[ -]?(\\d{4}[ -]?){3}$
^5[1-5]\\d{2}[ -]?(\\d{4}[ -]?){3}$
^3[4,7]\\d{2}[ -]?\\d{6}[ -]?\\d{5}$
^6(011|(5\\d{2}))[ -]?(\\d{4}[ -]?){3}$
^((35\\d{2}[ -]?(\\d{4}[ -]?){3})|((1800|2131)[ -]?(\\d{4}[ -]?){2}\\d{3}))$
^3((0[0-5]\\d{1})|([6,8]\\d{2}))[ -]?\\d{6}[ -]?\\d{5}$

Email Address

^[a-z0-9.!#$%&'*+/=?^_`{|}~-]+@[a-z0-9.-]+(?:\\.[a-z0-9-]+)*\\.[a-z]{2,}$

Gender

^(m(?:ale)?|f(?:emale)?)$

Phone Number

^(?:(?:\\+?1\\s*(?:[\\.-]\\s*)?)?(?:\\(\\s*(?:[2-9]1[02-9]|[2-9][02-8][0-9])\\s*\\)|(?:[2-9]1[02-9]|[2-9][02-8]1|[2-9][02-8][02-9]))\\s*(?:[.-]\\s*)?)(?:[2-9]1[02-9]|[2-9][02-9]1|[2-9][02-9]{2})\\s*(?:[.-]\\s*)?(?:[0-9]{4})(?:\\s*(?:#|x\\.?|ext\\.?|extension)\\s*(?:\\d+))?$

Social Security Number

^(00[1-9]|0[1-9]\\d|66[0-57-9]|6[0-57-9]\\d|[1-57-8]\\d{2})([ -]?)(0[1-9]|[1-9]\\d)\\2(000[1-9]|00[1-9]\\d|0[1-9]\\d{2}|[1-9]\\d{3})$

Zip Code

^([\\d]{5}|[\\d]{9})$
^[\\d]{5}-[\\d]{4}

See Also for Data Type Validation Patterns:

Send Feedback

Page tree