facebook/prophet

Split up the code that calculates data for component plots

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#1,988 建立於 2021年8月7日

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 (4 留言) (0 反應) (0 負責人)Python (17,686 star) (4,451 fork)batch import
enhancementgood first issue

描述

There have been a couple of issues asking how to extract the underlying data for the component plots, e.g. https://github.com/facebook/prophet/issues/1920

I think it wouldn't hurt us to separate the code that calculates the data for the plots from the plotting code.

貢獻者指南

技術棧
python
領域
data
議題類型
refactor
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
3
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
1-3 hours
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
fresh
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
clear
前置要求
Basic knowledge of PythonUnderstanding of Prophet's plotting module
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
60
研究方向
The issue asks to separate the data calculation logic from the plotting code in Prophet. Look at the plotting functions in the Prophet repository, likely in `python/prophet/plot.py` or similar. Identify which functions compute component plot data (e.g., `plot components`, `plot seasonality`) and extract the data preparation steps into separate helper functions. Review existing comments and related issues (e.g., #1920) to understand user requests for data extraction. Ensure the refactored code maintains backward compatibility.