Azure / Azure/MachineLearningNotebooks
AzureML pipeline designer pyarrow dependency while installing transformers
- 主要語言
- Jupyter Notebook
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描述
I was trying to import transformers in AzureML designer pipeline, it says for importing transformers and datasets the version of pyarrow needs to >=3.0.0, but then after upgrading pyarrow's version to 3.0.0 and importing transformers pyarrow version is reset to original version of 0.16.0. attaching few error samples. please have a look.
`Got exception when invoking script: 'RuntimeError: Failed to import transformers.trainer because of the following error (look up to see its traceback):To use datasets, the module pyarrow>=3.0.0 is required, and the current version of pyarrow doesn't match this condition.If you are running this in a Google Colab, you should probably just restart the runtime to use the right version of pyarrow.' azureml-designer-core 0.0.68 requires pyarrow==0.16.0, but you'll have pyarrow 3.0.0 which is incompatible.`
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研究方向
首先在 AzureML designer 管線中重現匯入,並將 transformers 和 datasets 的需求與 azureml-designer-core 0.0.68 進行比較,該版本將 pyarrow 固定為 0.16.0。完成標準是管線能夠匯入 transformers 和 datasets,同時不會降級 pyarrow 或產生版本衝突。
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評估
- 技術堆疊
- azure, python
- 領域
- cloud, machine-learning
- Issue 類型
- 缺陷
- 難度
- 4/5
- 預估耗時
- 3-5 天
- 活躍度
- 停滯
- 描述清晰度
- 需要釐清
- 新手友好度
- 25/100