Fixed bug that prevented to create an empty df

[kevinmessiaen]

Description

Fixed bug that prevented to create an empty df

Following code now works:

import pandas as pd
import giskard

giskard.Dataset(df=pd.DataFrame([], columns=["test"]))

Related Issue

Type of Change

• [ ] 📚 Examples / docs / tutorials / dependencies update
• [x] 🔧 Bug fix (non-breaking change which fixes an issue)
• [ ] 🥂 Improvement (non-breaking change which improves an existing feature)
• [ ] 🚀 New feature (non-breaking change which adds functionality)
• [ ] 💥 Breaking change (fix or feature that would cause existing functionality to change)
• [ ] 🔐 Security fix

Checklist

• [ ] I've read the CODE_OF_CONDUCT.md document.
• [ ] I've read the CONTRIBUTING.md guide.
• [ ] I've written tests for all new methods and classes that I created.
• [ ] I've written the docstring in Google format for all the methods and classes that I used.
• [ ] I've updated the pdm.lock running pdm update-lock (only applicable when pyproject.toml has been modified)

[sentry-io[bot]]

🔍 Existing Issues For Review

Your pull request is modifying functions with the following pre-existing issues:

📄 File: giskard/core/dataset_validation.py

Function	Unhandled Issue
_check_hashability	IndexError: index 0 is out of bounds for axis 0 with size 0 main ... Event Count: 7

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[henchaves]

It doesn't work here :(

[kevinmessiaen]

@henchaves I fixed the issue, I was using the wrong params

[sonarcloud[bot]]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
100.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarCloud