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The text outlines an experiment to create a Python regex code that captures specific line formats from a list of strings. The desired pattern includes any line starting with a variable prefix, containing two sets of six-digit numbers, two numerical values with two decimal places following a decimal point, and the potential presence of commas and descriptive text at the end. Additionally, there may be various characters, digits, or spaces before and after each captured item. The extracted data should be structured in a named tuple named 'Invoice,' which will include fields for invoice date, due date, invoice amount, and amount description. The lines to be processed are stored in a variable called 'lines.'