Azure / Azure/MachineLearningNotebooks
`training_data` in AutoMLConfig can not be a pandas data frame
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描述
I see the following exception when pandas data frame is passed as `training_data` in the [AutoMLConfig](https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig(class)?view=azure-ml-py#feedback).
``` text
ConfigException: ConfigException: Message: Input of type '' is not supported. Supported types: [azureml.data.tabular_dataset.TabularDataset]Please refer to documentation for converting to Supported types: https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.dataset.dataset?view=azure-ml-py InnerException: None ErrorResponse { "error": { "code": "UserError", "message": "Input of type '' is not supported. Supported types: [azureml.data.tabular_dataset.TabularDataset]Please refer to documentation for converting to Supported types: https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.dataset.dataset?view=azure-ml-py", "details_uri": "https://aka.ms/AutoMLConfig", "target": "training_data", "inner_error": { "code": "BadArgument", "inner_error": { "code": "ArgumentInvalid", "inner_error": { "code": "InvalidInputDatatype" } } } } }
```
The documentation says that `training_data` can be a pandas data frame.
Versions:
- Python 3.6
- SDK version: 1.36.0
---
#### Document Details
⚠ *Do not edit this section. It is required for docs.microsoft.com ➟ GitHub issue linking.*
* ID: be87853c-7d77-ec34-2bd2-a2f1e7104a3e
* Version Independent ID: 9c3f1114-c842-d0dd-ee02-7fae9974a545
* Content: [azureml.train.automl.AutoMLConfig class - Azure Machine Learning Python](https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig(class)?view=azure-ml-py)
* Content Source: [AzureML-Docset/stable/docs-ref-autogen/azureml-train-automl-client/azureml.train.automl.AutoMLConfig(class).yml](https://github.com/MicrosoftDocs/MachineLearning-Python-pr/blob/live/AzureML-Docset/stable/docs-ref-autogen/azureml-train-automl-client/azureml.train.automl.AutoMLConfig(class).yml)
* Service: **machine-learning**
* Sub-service: **core**
* GitHub Login: @DebFro
* Microsoft Alias: **debfro**
貢獻指南
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研究方向
首先,使用 Python 3.6 和 SDK 1.36.0,透過 pandas DataFrame 重現 AutoMLConfig 的 training_data 錯誤。將 AzureML-Docset/stable/docs-ref-autogen/azureml-train-automl-client/azureml.train.automl.AutoMLConfig(class).yml 中記載的參數與接受的輸入類型進行比較;當行為與文件一致時即表示完成。
由索引模型根據 Issue 內容生成。
評估
- 技術堆疊
- azure, pandas, python
- 領域
- machine-learning
- Issue 類型
- 缺陷
- 難度
- 3/5
- 預估耗時
- 1-2 天
- 活躍度
- 停滯
- 描述清晰度
- 基本清楚
- 新手友好度
- 35/100