Converts a DatasetInfo object to a dictionary.
Return Type | Description |
---|---|
dict | A dictionary containing information from the fdl.DatasetInfo() object. |
import pandas as pd
df = pd.read_csv('example_dataset.csv')
dataset_info = fdl.DatasetInfo.from_dataframe(df=df, max_inferred_cardinality=100)
dataset_info_dict = dataset_info.to_dict()
{
'name': 'Example Dataset',
'columns': [
{
'column-name': 'feature_1',
'data-type': 'float'
},
{
'column-name': 'feature_2',
'data-type': 'int'
},
{
'column-name': 'feature_3',
'data-type': 'bool'
},
{
'column-name': 'output_column',
'data-type': 'float'
},
{
'column-name': 'target_column',
'data-type': 'int'
}
],
'files': []
}