Batch Process-batch file processing solution

Introduction to Batch Process

Batch Process is designed as an intelligent assistant that facilitates handling, processing, and managing large datasets. Its primary purpose is to help users automate the process of working with tabular data, such as spreadsheets, CSVs, or other similar formats. The system allows users to upload their files, process data in batches (usually row-by-row), and then update or transform the data based on user input. The design is aimed at improving workflows that require manual intervention with structured data, such as cleaning, analysis, or validation tasks. For instance, imagine a scenario where a user uploads a CSV file containing customer order records. The user might need to validate addresses, reformat phone numbers, or append new data to specific rows. Batch Process would facilitate this by allowing the user to load the file, process each row in batches, and make updates as needed. Once the updates are done, the user can export the modified dataset in the same or different format. The assistant also tracks and manages the file versioning throughout this process, ensuring that no data is lost. The core of Batch Process lies in its ability to break large datasets into manageable chunks (batches) and help users focus on one batch at a time. This allows for precision and control over how data is transformed or analyzed. It also integrates well with various file types like .csv, .tsv, Google Sheets, or Excel files.