All Gambill Data Blogs

Automating Data Pipelines with Python Classes and Functions
Chris Gambill Chris Gambill

Automating Data Pipelines with Python Classes and Functions

Handling new CSV files manually can be time-consuming and prone to errors. If you've ever had to inspect a CSV file, determine its schema, create a table, and then load the data manually, you know how tedious it can be. In this post, I’ll walk you through a Python class that automates this entire process—from reading a CSV file to dynamically creating a staging table and loading the data into a database.

This solution is great for data engineers and analysts who need a flexible, reusable approach to handling structured data.

Read More