|
| 1 | +import unittest |
| 2 | +from pathlib import Path |
| 3 | +import os |
| 4 | +from tests.test_helpers import create_temp_dir_if_non_existent, remove_temp_dir_if_existent |
| 5 | +from causal_testing.json_front.json_class import JsonUtility |
| 6 | + |
| 7 | + |
| 8 | +class TestJsonClass(unittest.TestCase): |
| 9 | + """ Test the CausalTestEngine workflow using observational data. |
| 10 | +
|
| 11 | + The causal test engine (CTE) is the main workflow for the causal testing framework. The CTE takes a causal test case |
| 12 | + and a causal specification and computes the causal effect of the intervention on the outcome of interest. |
| 13 | + """ |
| 14 | + |
| 15 | + def setUp(self) -> None: |
| 16 | + temp_dir_path = create_temp_dir_if_non_existent() |
| 17 | + json_file_name = "tests.json" |
| 18 | + dag_file_name = "dag.dot" |
| 19 | + data_file_name = "data.csv" |
| 20 | + self.json_path = os.path.join(temp_dir_path, json_file_name) |
| 21 | + self.dag_path = os.path.join(temp_dir_path, json_file_name) |
| 22 | + self.data_path = os.path.join(temp_dir_path, json_file_name) |
| 23 | + self.json_class = JsonUtility("logs.log") |
| 24 | + self.input_dict_list = [{"name": "test_input", "type": float, "distribution": "uniform"}] |
| 25 | + self.output_dict_list = [{"name": "test_output", "type": float}] |
| 26 | + self.meta_dict_list = [{"name": "test_meta", "type": float, "populate": "populate_num_lines_unit"}] |
| 27 | + |
| 28 | + def test_set_paths(self): |
| 29 | + self.json_class.set_path(self.json_path, self.dag_path, self.data_path) |
| 30 | + self.assertEqual(self.json_class.json_path, Path(self.json_path)) |
| 31 | + self.assertEqual(self.json_class.dag_path, Path(self.dag_path)) |
| 32 | + self.assertEqual(self.json_class.data_path, Path(self.data_path)) |
| 33 | + |
| 34 | + def test_set_inputs: |
| 35 | + |
| 36 | + |
| 37 | + |
| 38 | + def tearDown(self) -> None: |
| 39 | + remove_temp_dir_if_existent() |
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