Coverage for mlprodict/onnxrt/validate/data/__init__.py: 100%

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7 statements  

1""" 

2@file 

3@brief Datasets to tests models. 

4""" 

5import os 

6from pandas import read_csv 

7 

8 

9def load_audit(): 

10 """ 

11 Use to test conversion of 

12 :epkg:`sklearn:ensemble:GradientBoostingClassifier` 

13 into :epkg:`ONNX`. 

14 

15 .. runpython:: 

16 :showcode: 

17 :warningout: DeprecationWarning 

18 

19 from mlprodict.onnxrt.validate.data import load_audit 

20 df = load_audit() 

21 print(df.head()) 

22 """ 

23 name = os.path.dirname(__file__) 

24 name = os.path.join(name, 'audit.csv') 

25 df = read_csv(name).drop(['ID', 'index'], axis=1, inplace=False).dropna() 

26 return df