Python PDF Table CSV Extraction

I have several PDFs that all share the same layout. Each one contains a single table with seven-plus columns that always starts on one page and finishes on the next. I need a clean Python script append the rows into one consolidated CSV.

Deliverables
• a single .py script ready to run from the command line, accepting an input directory and an output CSV path
• the generated CSV from the sample PDFs I provide

I will consider the job complete once the script reliably pulls every row from all supplied PDFs, places them in the right order, and the resulting CSV opens in Excel with the correct column structure.