Python halts while iteratively processing my 1GB csv file
Download this code from https://codegive.com
Title: Efficiently Processing Large CSV Files in Python: A Step-by-Step Tutorial
Introduction:
Processing large CSV files in Python can be a challenging task, especially when dealing with files that are several gigabytes in size. In this tutorial, we will explore efficient techniques for iteratively processing a 1GB CSV file using Python. We'll cover topics such as memory management, streaming, and optimizing performance to ensure your code can handle large datasets.
Before we begin, make sure you have the necessary libraries installed. You can install them using the following commands:
Instead of loading the entire CSV file into memory, we can use the chunksize parameter in pandas.read_csv() to process the file in smaller, manageable chunks.