TechIdea Intelligence
Preparing your strategy studio
Preparing your strategy studio
Create a practical Expense Tracker in Python that stores transactions in a JSON file, categorizes expenses, calculates total spending, and filters records by date or category.
expense_tracker/ ├── tracker.py ├── data.json └── README.md
High-level data flow and component dispatch
How to resolve typical implementation hurdles
| Symptom / Bug | Solution / Fix |
|---|---|
| JSONDecodeError when file is empty. | Handle exception in load_expenses and return empty list. |
| Category matching is case sensitive. | Use .title() on category strings before saving. |
JSON preserves structural data types (numbers, lists, dicts) automatically, making parsing flawless.
This script is designed for single-user desktop usage. Concurrent web usage would require a database like SQLite or MongoDB.