自动化 Pipeline

Lesson Overview

In "Trading Data Analysis" → "可视化与报表", this lesson "自动化 Pipeline" builds knowledge you can apply immediately.

自动Pipeline应在错误时停止发布新的“正常”报表，采用暂存、校验和原子替换减少半成品。幂等重跑不能重复累计交易。 原文件→校验→清洗→指标→暂存报表→核计数/哈希→发布；失败保留上一版本并标过期。 本课作业：同一导出文件重复运行两次，交易数不应翻倍。用什么键和输出方式实现？

Core Concepts

These points align with the video walkthrough—take notes as you watch.

• ▸自动Pipeline应在错误时停止发布新的“正常”报表，采用暂存、校验和原子替换减少半成品。幂等重跑不能重复累计交易。
• ▸原文件→校验→清洗→指标→暂存报表→核计数/哈希→发布；失败保留上一版本并标过期。
• ▸本课作业：同一导出文件重复运行两次，交易数不应翻倍。用什么键和输出方式实现？

Practical Application

After studying, complete the companion practice lesson to move from understanding to doing.

• ▸Follow along in Jupyter or VS Code
• ▸Log how parameter changes affect backtest results
• ▸Submit a reproducible analysis notebook

FAQ

• ▸Q: How does this lesson fit the course? A: Part of "可视化与报表"—follow the curriculum order.
• ▸Q: What do I need? A: Demo account and notes; quant lessons need a Python environment.
• ▸Q: How do I know I've mastered it? A: Pass the quiz and explain three key points of 自动化 Pipeline on your own.