Skip to main content

Factory Pandas is an alternative to fixtures for pandas.

Project description


Factory Pandas is an alternative to pandas(DataFrame, Series) testing fixtures.

import pandas as pd
import factory_pandas as fp

# Define Pandas's DataFrame structure
class SampleDataFrameFactory(fp.DataFrameFactory):
    row_num = 5
    column_num = 2
    label1 = fp.IntegerColumnFactory('label1', min_value=0, max_value=10)
    label2 = fp.FloatColumnFactory('label2', min_value=0, max_value=10)

# returns DataFrame Object
sample_data_frame = SampleDataFrameFactory.create()


0.0.0 (2015-05-17)

Create this project.

Project details

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page