I hope this message finds you well. I’m currently working on a project that involves extracting information from dynamic text fields using regular expressions. However, I’m facing challenges in creating a single regex pattern that can accurately capture the values from these fields due to variations in the text structure.
Here’s a brief overview of the problem:
The text data has dynamic sections containing fields such as “Line1,” “Invoice,” “Status,” “FieldValue,” “Error,” and “Instructions.” The goal is to create a regex pattern that can comprehensively capture the values from these fields, considering variations in the structure of the text.
I’ve tried using the following regex pattern, but it’s not covering all cases:
regex
Line1(?P<Line1>.*?)\W+\D+Invoice(?P<Invoice>.*?)\W+Status(?P<Status>.*?) Invoice:Status:\W+\S+\W+Container\W*FieldValue(?P<FieldValue>.*?)\W+Error(?P<Error_1>.*?)\W+Instructions(?P<Instructions_1>.*)(?= Field )
Separately, I’ve been successful with a different approach, using the following pattern:
regex
FieldValue(?P<FieldValue>.*?)\W+Error(?P<Error_1>.*?)\W+Instructions(?P<Instructions_1>.*)(?= Field )
I’m seeking advice from the community on how to create a robust and flexible regex pattern that can handle the variations in the text structure and capture all relevant field values consistently.
If anyone has encountered a similar challenge or has insights into regex patterns for dynamic text extraction, I would greatly appreciate your input.
the test string which is used for the regex pattern is -:
Date07/02/2023
MessageFromTarget
MessageToTARGETTP1 Error Message fromDate:Message From:Message To: Error Messages4
ItemsCollapse allDescending1 Container
FieldValue
Error
Instructions Field Value:Error:Instructions:
Line1If you have questions regarding these errors, please call Target Corp Operations Helpline at 612-304-3310
Invoice
Status Invoice:Status: 2 Container
FieldValueUMBER 000004403 GROUP
ErrorNUMBER 4403 TRANSACTION CONTROL NUMBER 44030001
Instructions Field Value:Error:Instructions:
Line1
InvoiceESSAGES
Status Invoice:Status: 3 Container
FieldValue
Error
Instructions Field Value:Error:Instructions:
Line1
InvoicePC NOT VALID. FIX B
StatusEFORE NEXT TRANSMISSION Invoice:Status: 4 Container
FieldValue
Error
Instructions Field Value:Error:Instructions:
it is not able to capture the 5th,6th & 7th line in the test string.
The regex pattern - Line1(?P.?)\W+\D+Invoice(?P.?)\W+Status(?P.?) Invoice:Status:\W+\S+\W+Container\WFieldValue(?P.?)\W+Error(?P<Error_1>.?)\W+Instructions(?P<Instructions_1>.*)(?= Field )
as you can see that from the 5th to 7th line the field names FieldValue,Error and Instructions is not getting highlighted with the currently used regex pattern but below rest of the field names are getting highlighted and working perfectly fine.