Home Backend Development Python Tutorial Breaking scary features down into tiny models and simple logic

Breaking scary features down into tiny models and simple logic

Jan 18, 2025 pm 10:11 PM

This article details a structured approach to implementing features in software development, using a real-time messaging application called Chatter as an example. The process emphasizes breaking down complex features into manageable steps.

The core concept revolves around adding color-coded usernames to a group chat, mirroring functionality seen in platforms like WhatsApp. The methodology presented consists of five key phases:

1. Feature Definition: Clearly articulate the feature's purpose without technical specifics. In this case: Display users' names in distinct colors within a group chat.

2. Detailed Consideration: Thoroughly analyze the feature's requirements. Should colors be consistent across all group chats for a given user? Are colors randomly assigned or user-selected? Do colors change over time? Addressing these questions upfront prevents unforeseen complications.

3. Technical Specifications: Outline the data models and logic required. This involves identifying necessary data structures (like User and GroupChat models) and the algorithms to manage them. For this example, a UserGroupContactColorMap model is introduced to store user-specific colors within each group chat.

4. Verification: Review the technical specifications against the initial definition and detailed considerations. Ensure all necessary data is captured and the logic is sound. Iterative refinement is encouraged at this stage.

5. Implementation: Begin coding. The article provides code snippets from the Chatter project, illustrating the CustomUser, GroupChat, and UserGroupContactColorMap models in Django, along with a helper function get_random_color() to assign random hex color codes. The backend logic generates a contact color map for each user, mapping other users' IDs to their assigned colors. The frontend uses this map to dynamically style usernames in the chat interface.

A screenshot of the implemented feature is shown:

Breaking scary features down into tiny models and simple logic

The article concludes by suggesting an optional sixth step: performance optimization. While initial implementation is prioritized, later optimization for scalability (e.g., handling large group chats efficiently) is recommended. The structured approach promotes a more manageable and successful feature implementation process.

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