Vasily.onl 8bb5f28fd2 Add common data processing framework for OKX exchange

- Introduced a modular architecture for data processing, including common utilities for validation, transformation, and aggregation.
- Implemented `StandardizedTrade`, `OHLCVCandle`, and `TimeframeBucket` classes for unified data handling across exchanges.
- Developed `OKXDataProcessor` for OKX-specific data validation and processing, leveraging the new common framework.
- Enhanced `OKXCollector` to utilize the common data processing utilities, improving modularity and maintainability.
- Updated documentation to reflect the new architecture and provide guidance on the data processing framework.
- Created comprehensive tests for the new data processing components to ensure reliability and functionality.

2025-05-31 21:58:47 +08:00

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Architecture & Design Documentation

This section contains high-level system architecture documentation and design decisions for the TCP Trading Platform.

Documents

Architecture Overview

Comprehensive overview of the system architecture, including:

Component relationships and data flow
Technology stack and infrastructure decisions
Scalability and performance considerations
Security architecture and best practices

Data Processing Refactor

Documentation of the major refactoring of the data processing system:

Migration from monolithic to modular architecture
Common utilities framework for all exchanges
Right-aligned timestamp aggregation strategy
Future leakage prevention mechanisms
Exchange-specific component design patterns

Crypto Bot PRD

Product Requirements Document defining:

Platform objectives and scope
Functional and non-functional requirements
User stories and acceptance criteria
Technical constraints and assumptions

New to the platform? Start with Architecture Overview
Understanding data processing? See Data Processing Refactor
Product requirements? Check Crypto Bot PRD
Implementation details? See Technical Reference

Technical Reference - Detailed specifications and API documentation
Core Components - Implementation details for system components
Exchange Integrations - Exchange-specific documentation

For the complete documentation index, see the main documentation README.

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