alteryx/featuretools

Add tests that confirm primitive input_types are the expected shapes

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#2,086 建立於 2022年5月19日

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 (6 留言) (0 反應) (0 負責人)Python (6,895 star) (853 fork)batch import
good first issue

描述

There are a number of assumptions we make about the shape of Primitive input_types lists:

  • Its either a list of ColumnSchema objects or a list of lists of ColumnSchema objects (and not a combination)
  • All sub-lists are the same length
  • No input_types list or sublist is empty

As we may need to rely on these assumptions at some point, we should add tests that confirm these assumptions for all primitives, so that if we add a Primitive that breaks any of these assumptions in the future, we are notified.

貢獻者指南

技術棧
python
領域
testing
議題類型
test
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。
1-2 days
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。
stale
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
PythonpytestFeaturetools Primitive API
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。
75
研究方向
Locate the test files for primitives in the repository (likely under featuretools/tests/primitive tests/). Create a new test function that iterates over all registered primitives and validates the assumptions listed in the issue: that input types is either a list of ColumnSchema or a list of lists of ColumnSchema, that all sub lists have equal length, and that no list or sublist is empty. Use pytest to assert these conditions for each primitive. Ensure to import the necessary modules and check the PrimitiveBase class.
Add tests that confirm primitive input_types are the expected shapes · alteryx/featuretools#2086 | Good First Issue