/Excel-Python-SQL-Migration

Migrates hundreds of Excel files with the same format to SQL using Python

Primary LanguagePython

Data From Hundreds of Excel Files to SQL Server

This project features the migration of hundreds of Excel files with a similar format to SQL using Python. This code also features a conversion loop to remove macros from all Excel files being migrated using VBA code, and saving a new copy of these files.

Methods Used

  • ETL

Technologies Used

  • Python
  • Spyder
  • SQL Server

Environment

  • win32com
  • glob
  • os
  • sys
  • datetime
  • numpy - 1.16.5
  • pandas - 0.25.1
  • sqlalchemy - 1.3.9

Featured Scripts or Deliverables

Other Repository Contents

  • Modules

    • convert_import.py
      • Checks if any files need to be converted/uploaded
      • Removes macros from Excel files and saves new converted copy
      • Imports Excel files to Python
      • Basic data cleansing in Python
    • main.py - Organizes execution of all modules
    • sql.py
      • Exports data from Python to SQL Server
      • Runs code to clean data in SQL Server
      • Runs code to create final tables in SQL
    • warning.py - Creates warning message for importing all directory Excel files

  • SQL Files