VMind
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refactor(chart-advisor): refactor whole chart advisor module
🤔 This is a ...
- [ ] New feature
- [ ] Bug fix
- [ ] TypeScript definition update
- [ ] Bundle size optimization
- [ ] Performance optimization
- [ ] Enhancement feature
- [x] Refactoring
- [ ] Update dependency
- [ ] Code style optimization
- [ ] Test Case
- [ ] Branch merge
- [ ] Release
- [ ] Site / documentation update
- [ ] Demo update
- [ ] Workflow
- [ ] Other (about what?)
🔗 Related issue link
implementing https://github.com/VisActor/VMind/issues/241
🔗 Related PR link
🐞 Bugserver case id
💡 Background and solution
Problems:
| Problem Type | Manifestation in Codebase | Impact |
|---|---|---|
| Complexity | Large, monolithic functions; deep nesting; implicit data flow | Hard to read, debug, or extend |
| Coupling | Tight integration of logic and utilities | Difficult to refactor or reuse |
| Testability | No colocated tests; hard to isolate units; no DI | Hard to write meaningful unit tests |
| Modularity | Chart-specific logic inline, not modular | Low reusability, high duplication risk |
Refactor Plan:
- [ ] Decompose Monolithic Functions Break down large functions (e.g., scorer, baseBarScore) into smaller, single-responsibility functions. Extract chart-type-specific logic into separate modules/files.
- [ ] Modularize Rule and Scoring Logic Move rule definitions and configurations out of inline objects into dedicated, reusable modules. Create a registry or factory for chart scoring strategies.
- [ ] Improve Data Flow and Parameter Handling Replace large, loosely-typed parameter objects with well-defined interfaces. Pass only necessary data to each function to reduce implicit dependencies.
- [ ] Introduce Dependency Injection Inject utility functions and configuration instead of importing them directly. Allow for easy mocking/stubbing in tests.
- [ ] Increase Testability Expose internal logic and utility functions for direct testing. Write unit tests for each isolated function and rule. Add integration tests for high-level scoring flows.
- [ ] Enhance Documentation and Typing Add clear JSDoc/type annotations for all public and internal APIs. Document the expected input/output for each function.
📝 Changelog
| Language | Changelog |
|---|---|
| 🇺🇸 English | refactor scorer module |
| 🇨🇳 Chinese | 重构 scorer 模块 |
☑️ Self-Check before Merge
⚠️ Please check all items below before requesting a reviewing. ⚠️
- [ ] Doc is updated/provided or not needed
- [ ] Demo is updated/provided or not needed
- [ ] TypeScript definition is updated/provided or not needed
- [ ] Changelog is provided or not needed
🚀 Summary
copilot:summary
🔍 Walkthrough
copilot:walkthrough