I have different .py files across different directories.
However, each class has majority same function names, just with a different code approach.
I want to test each of their performances together, using pytest.
test_CompositeKey.py:
import os
import pandas as pd
import pytest
from dagster import execute_solid
from CompositeKey.modules.Gordian.Gordian import (add_to_non_key_set, create_prefix_tree, dfs, find_uniqueness_of_keys, get_col_cardinalities, get_final_col_list, get_keyset, non_key_finder, prefix_tree_merging, set_index_to_col_names)
from CompositeKey.modules.Assisted_Gordian.Assisted_Gordian import (add_to_non_key_set, create_prefix_tree, dfs, find_uniqueness_of_keys, get_col_cardinalities, get_final_col_list, get_keyset, non_key_finder, prefix_tree_merging, set_index_to_col_names)
from CompositeKey.modules.Assisted_Gordian_with_Cardinality_Pruning.Assisted_Gordian_with_Cardinality_Pruning import (add_to_non_key_set, create_prefix_tree, dfs, find_uniqueness_of_keys, get_col_cardinalities, get_final_col_list, get_keyset, non_key_finder, prefix_tree_merging, set_index_to_col_names)
from pwmf.pipeline.utils import local_mode
df = pd.read_csv('../data/OPIC-scraped-portfolio-public.csv')
df_sample = df.sample(10)
@pytest.mark.unit
def test_add_to_non_key_set():
curNonKey = {0, 1, 4, 8, 21}
global NonKeySet
NonKeySet = {(0, 1, 4, 21, 6, 8), (0, 1, 4, 21, 6)}
# Changes
observed_value_G = CompositeKey.modules.Gordian.Gordian.add_to_non_key_set(curNonKey, NonKeySet)
observed_value_AG = CompositeKey.modules.Assisted_Gordian.Assisted_Gordian.add_to_non_key_set(curNonKey, NonKeySet)
observed_value_AGC = CompositeKey.modules.Assisted_Gordian_with_Cardinality_Pruning.Assisted_Gordian_with_Cardinality_Pruning.add_to_non_key_set(curNonKey, NonKeySet)
expected_output = {(0, 1, 4, 21, 8), (0, 1, 4, 21, 6, 8), (0, 1, 4, 21, 6)}
assert (expected_output == observed_value_G) and (expected_output == observed_value_AG) and (expected_output == observed_value_AGC)
test_add_to_non_key_set()
Error:
Traceback (most recent call last):
File "test_CompositeKey.py", line 135, in <module>
test_add_to_non_key_set()
File "test_CompositeKey.py", line 21, in test_add_to_non_key_set
observed_value_AG = CompositeKey.modules.Gordian.Assisted_Gordian.add_to_non_key_set(curNonKey, NonKeySet)
NameError: name 'CompositeKey' is not defined
I have checked the folder paths and they are correct. In fact, I have various other classes that each import one of these lines each, without problem.
Creating empty __init__.py files in each import files' directories didn't help.
@blhsing 's Solution:
import os
import pandas as pd
import pytest
from dagster import execute_solid
from CompositeKey.modules.Gordian import Gordian as G
from CompositeKey.modules.Assisted_Gordian import Assisted_Gordian as AG
from CompositeKey.modules.Assisted_Gordian_with_Cardinality_Pruning import Assisted_Gordian_with_Cardinality_Pruning as AGC
from pwmf.pipeline.utils import local_mode
df = pd.read_csv('../data/OPIC-scraped-portfolio-public.csv')
df_sample = df.sample(10)
@pytest.mark.unit
def test_add_to_non_key_set():
curNonKey = {0, 1, 4, 8, 21}
global NonKeySet
NonKeySet = {(0, 1, 4, 21, 6, 8), (0, 1, 4, 21, 6)}
observed_value_G = G.add_to_non_key_set(curNonKey, NonKeySet)
observed_value_AG = AG.add_to_non_key_set(curNonKey, NonKeySet)
observed_value_AGC = AGC.add_to_non_key_set(curNonKey, NonKeySet)
expected_output = {(0, 1, 4, 21, 8), (0, 1, 4, 21, 6, 8), (0, 1, 4, 21, 6)}
assert (expected_output == observed_value_G) and (expected_output == observed_value_AG) and (expected_output == observed_value_AGC)