Add custom classification rules
Published 30 October 2024
Contents
Adding Custom Classification Rules on the UI
Provision is made on the image preview side drawer to include custom classification rules as part of your image customization. In the Condition Text field add your preferred custom classification rule and hit save.
After you hit save, your custom dataset should look something like this:
Further detailed description on how to craft basic custom classification rules is provided below. For more complex conditions see complex conditions
Basic Conditions
A basic condition can be a statement about:
- a column type
- a column width
- a column name
- a table name
- a schema name (only relevant to SQL Server or PostgreSQL)
NB In the following there are sometimes alternative keywords that achieve the same. None of the keywords are case sensitive.
Column Type
A column type condition can check whether a column contains a particular type of data. At the moment only two types are supported string
(for any type of text column) and date
(for any type of date column).
Examples:
Column.Type is string Column.Type is date
Column Width
A column width condition checks whether a column's width is a particular size.
Examples:
Column.Width < 10 Column.Width = 12 Column.Width >= 6 (always true if column has no max width)
Schema/Table/Column Name
There are various conditions you can check that are related to the name of a schema/table/column.
All text must be in single quotes e.g. 'name'
. Single quotes can be escaped with a backslash \
e.g. 'numéro d\'inscription au répertoire'
(not) equal text
Column.Name equals 'name' Table.Name not equals 'company'
(not) contains text
Schema.Name contains 'customer' Table.Name not contains 'product'
contains (all/any/none) of comma separated text
Column.Name contains all of 'membership', 'number' Column.Name contains any of 'num', 'number', 'no' Column.Name contains none of 'code', 'type'
(not) starts with
Column.Name starts with 'ABC_' Column.Name not starts with 'Customer_'
(not) ends with
Column.Name ends with '_ABC' Column.Name not ends with '_Name'
Complex Conditions
Basic conditions can be combined into more complex conditions by joining them together with AND and OR, and wrapping groups of conditions in brackets
Column.Type is string AND Column.Width > 7 AND ((Column.Name starts with 'Product_' AND Column.Name ends with '_Owner') OR (Column.Name starts with 'Produkt_' AND Column.Name ends with '_Inhaber'))
Recommendations
To avoid false positives :
- include basic conditions to exclude common words e.g.
Column.Name contains none of 'code', 'type'
- include basic conditions to specify the data type of the column e.g.
Column.Type is date
- include basic conditions to specify the width of the column e.g.
Column.Width => 7