awslabs/gluonts

Test cases for the SagemakerSDK (+ local_mode support)

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#614 创建于 2020年2月11日

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 (0 评论) (0 反应) (0 负责人)Python (3,888 star) (753 fork)batch import
enhancementhelp wantedtests

描述

Description

There should be at least some test cases making sure that the scripts don't brake when new things get introduced.

This could be done by:

  • segmenting the train and run scripts into functions that get called in the train and run script and then testing those
  • or implementing the local mode and then running local tests in the test suites

References

贡献者指南

技术栈
python
领域
testing
议题类型
test
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
3
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
half day
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
mostly clear
前置要求
Pythonpytestbasic understanding of SageMaker SDK
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
60
研究方向
Explore the entry point scripts in src/gluonts/nursery/sagemaker sdk/entry point scripts. Consider refactoring train and run scripts into testable functions or implement local mode to run tests without AWS. Look at existing test patterns in the repository for guidance.