Extract pattern string and numbers from text using List.Accumulate in Power Query from Power BI – Th
A typical task when cleaning data is to extract substrings from string that follow a certain pattern. In this post I’m going to describe a method that uses the List.Accumulate function for it. Extract a pattern string.
I have to extract a payroll key from a description field that starts with 8 number, followed by an “-” and another number.
So I’m after the 12345678-0.
I plan to approach this by
stepping through the string and check each character if it is valid.
If so, store it
and if not, forget it. And in that case, also forget the stored values so far so the collection starts from scratch.
Then if a series of matches builds up, I will have to check the count of the stored values to not exceed the length of my target pattern.
Once the length is reached, no further checks shall be performed and the found values be returned.
My aim is to find a generic way so that this solution can be adapted to many other similar use cases as well. Therefore the pattern must be described in a scalable way and the identification of the pattern elements should be easy to compute.
First comes defining the pattern structure. Therefore I create a placeholder string, that holds one placeholder symbol for each kind of valid values:
This reads as: For an x, any number between 0 and 9 is valid and for a y, only a “-” is allowed.
Therefore I create a table (“ValidValues”) with valid values for each kind of position:
Valid values are organized as placeholders
Then I create another table (“Position”) where I define the pattern and match these values to the actual pattern:
Pattern definition with placeholders from valid values
So for each position in the target string, I define the placeholder that identifies the valid value(s) from the first table. This is the key that I now use to merge that ValidValues-table to my positions table:
Merge the allowed values to the pattern table via placeholder key
When I expand out the “ValidValues”-column I get a long table with all valid values for each position in the pattern:
Expanding returns all valid values for each position in the pattern
This is a structure that lets me easily grab the valid values for each position with the following syntax:
Table.SelectRows(Positions, each [Position] = <NumberI’mAfter>) [ValidValue]
The blue part selects all rows which contain the number that I’m after and the green part selects the last column and transforms it to a list that is easy digestible for further computation. I’m going to use this formula in the List.Accumulate operation later on.
Now I start preparations to walk through the string that contains my pattern. Therefore I turn the text into a list:
Text.ToList(“aölsfdk0125-fds da12345678-0asdf aölsdfj”)
Tranform text to list
Then I use List.Accumulate to step through this list, check each element and perform the task outlined in my plan above:
List.Accumulate to step through the values and create a list of matching characters
BTW: This code has been formatted with the great new Power Query Formatter tool .
The following picture contains the description of what each step does:
After the ListAccumulate, I select the field “Result” (in step “Result”). It contains the list with matching strings which I then combine in the last step.
Please check the enclosed file to see it in action: RegexDummy1_.zip
If you’ve enjoyed this tutorial so far, please stay tuned for the next episode. There I will transform the query to a function that can be applied to all rows of a table and adjust it to make the last 2 characters optional, so that also strings with just 8 numbers in them can be found.
Enjoy & stay queryious 😉
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