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| import unittest | |
| import os | |
| from pm4py.objects.log.importer.xes import importer as xes_importer | |
| from pm4py.objects.log.util import dataframe_utils | |
| from pm4py.util import constants, pandas_utils | |
| from pm4py.algo.organizational_mining.roles import algorithm as role_mining | |
| class RoleDetectionTest(unittest.TestCase): | |
| def test_role_running_csv(self): | |
| df = pandas_utils.read_csv(os.path.join("input_data", "running-example.csv")) | |
| df = dataframe_utils.convert_timestamp_columns_in_df(df, timest_format=constants.DEFAULT_TIMESTAMP_PARSE_FORMAT) | |
| roles = role_mining.apply(df) | |
| def test_role_running_xes(self): | |
| log = xes_importer.apply(os.path.join("..", "tests", "input_data", "running-example.xes")) | |
| roles = role_mining.apply(log) | |
| def test_role_receipt_csv(self): | |
| df = pandas_utils.read_csv(os.path.join("input_data", "receipt.csv")) | |
| df = dataframe_utils.convert_timestamp_columns_in_df(df, timest_format=constants.DEFAULT_TIMESTAMP_PARSE_FORMAT) | |
| roles = role_mining.apply(df) | |
| def test_role_receipt_xes(self): | |
| log = xes_importer.apply(os.path.join("..", "tests", "input_data", "receipt.xes")) | |
| roles = role_mining.apply(log) | |
| if __name__ == "__main__": | |
| unittest.main() | |