Metadata-Version: 2.1
Name: cloudexplain
Version: 0.1.0rc1
Summary: A package for explaining cloud-based solutions provided by cloudexplain GmbH.
Author-email: cloudexplain <info@cloudexplain.eu>
License: MIT License
        
        Copyright (c) 2024 cloudexplain GmbH
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
Project-URL: Homepage, https://www.cloudexplain.eu
Project-URL: Repository, https://github.com/cloudexplain/cloudexplain
Keywords: cloud,explain,machine learning,AI
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
License-File: LICENSE
Provides-Extra: azure
Requires-Dist: azure-identity; extra == "azure"
Requires-Dist: azure-mgmt-resource; extra == "azure"
Requires-Dist: azure-mgmt-storage; extra == "azure"
Requires-Dist: azure-storage-blob; extra == "azure"
Provides-Extra: catboost
Requires-Dist: catboost; extra == "catboost"
Provides-Extra: lightgbm
Requires-Dist: lightgbm; extra == "lightgbm"
Provides-Extra: pytorch
Requires-Dist: torch; extra == "pytorch"
Requires-Dist: torchvision; extra == "pytorch"
Provides-Extra: sklearn
Requires-Dist: scikit-learn; extra == "sklearn"
Provides-Extra: tensorflow
Requires-Dist: tensorflow; extra == "tensorflow"
Provides-Extra: xgboost
Requires-Dist: xgboost; extra == "xgboost"

### Cloudexplain

This is the open source cloudexplain package (or what it is going to be). This just uploads your current data to the azure account you are currently logged in via az.

#### Azure
To install this for azure run:
```bash
pip install cloudexplain[azure]
```
In order to run it on azure you must have write rights on the `cloudexplainmodels` storage account on the resource group `cloudexplain` on your subscription and must be logged in via
```bash
az login
```


#### Troubleshooting
When logged in with multiple accounts it can be the case that the permissions are not handled correctly. Signing out of all users
except for the one who has the correct rights helps.
```bash
az logout
```
