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Trifacta Dataprep


Contents:

On April 28, 2021, Google is changing the required permissions for attaching IAM roles to service accounts. If you are using IAM roles for your Google service accounts, please see Changes to User Management.

   

The following example demonstrates functions that can be used to clean up strings. These functions include the following:

Source:

In the following (space) and (tab) indicate space keys and tabs, respectively. Carriage return and newline characters are also supported by whitespace functions.

Stringssource
String01this source(space)(space)
String02(tab)(tab)this source
String03(tab)(tab)this source(space)(space)
String04this source's?
String05Why, you @#$%^&*()!
String06this söurce
String07(space)this söurce
String08à mañana

Transformation:

The following transformation steps generate new columns using each of the string cleanup functions:

Transformation Name New formula
Parameter: Formula type Single row formula
Parameter: Formula TRIM(source)
Parameter: New column name 'trim_source'

Transformation Name New formula
Parameter: Formula type Single row formula
Parameter: Formula REMOVEWHITESPACE(source)
Parameter: New column name 'removewhitespace_source'

Transformation Name New formula
Parameter: Formula type Single row formula
Parameter: Formula REMOVESYMBOLS(source)
Parameter: New column name 'removesymbols_source'

Results:

Stringssourceremovesymbols_sourceremovewhitespace_sourcetrim_source
String01this source(space)(space)  this source(space)(space)  thissourcethis source
String02(tab)(tab)this source(tab)(tab)this sourcethissourcethis source
String03(tab)(tab)this source(space)(space)(tab)(tab)this source(space)(space)thissourcethis source
String04this source's?this sourcesthissource's?this source's?
String05"Why, you @#$%^&*()!"Why you Why,you@#$%^&*()!Why, you @#$%^&*()!
String06this söurcethis söurcethissöurcethis söurce
String07(space)this söurce(space)this söurcethissöurcethis söurce
String08à mañanaà mañanaàmañanaà  mañana

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