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test_actual_roi_monitor.py
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import unittest
import default_actual_roi_monitor as default_actual_roi_monitor
class MyTestCase(unittest.TestCase):
valid_input_ext_sc = {
"name": "input_schema.avsc",
"type": "record",
"fields": [
{
"name": "id",
"type": "int",
"dataClass": "numerical",
"role": "identifier",
"protectedClass": False,
"driftCandidate": False,
"specialValues": [],
"scoringOptional": False,
},
{
"name": "credit_amount",
"type": "float",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
"isAmountField": True,
},
{
"name": "installment_rate",
"type": "int",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
},
],
}
valid_input_ext_sc_multiple_isValueField_one_True = {
"name": "input_schema.avsc",
"type": "record",
"fields": [
{
"name": "id",
"type": "int",
"dataClass": "numerical",
"role": "identifier",
"isAmountField": False,
"protectedClass": False,
"driftCandidate": False,
"specialValues": [],
"scoringOptional": False,
},
{
"name": "credit_amount",
"type": "float",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
"isAmountField": True,
},
{
"isAmountField": False,
"name": "installment_rate",
"type": "int",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
},
],
}
invalid_input_ext_sc_multiple_isValueField_multiple_True = {
"name": "input_schema.avsc",
"type": "record",
"fields": [
{
"name": "id",
"type": "int",
"dataClass": "numerical",
"role": "identifier",
"protectedClass": False,
"driftCandidate": False,
"specialValues": [],
"scoringOptional": False,
"isAmountField": True,
},
{
"name": "credit_amount",
"type": "float",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
"isAmountField": True,
},
{
"isAmountField": False,
"name": "installment_rate",
"type": "int",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
},
],
}
invalid_input_ext_sc_no_isValueField = {
"name": "input_schema.avsc",
"type": "record",
"fields": [
{
"name": "id",
"type": "int",
"dataClass": "numerical",
"role": "identifier",
"protectedClass": False,
"driftCandidate": False,
"specialValues": [],
"scoringOptional": False,
},
{
"name": "credit_amount",
"type": "float",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
},
{
"name": "installment_rate",
"type": "int",
"dataClass": "numerical",
"role": "predictor",
"protectedClass": False,
"driftCandidate": True,
"specialValues": [],
"scoringOptional": False,
},
],
}
def test_get_credit_amount_field_happy_path_1_found(self):
valid_credit_amount_one_field = (
default_actual_roi_monitor.get_credit_amount_field_name(
self.valid_input_ext_sc
)
)
self.assertEqual(
"credit_amount", valid_credit_amount_one_field
) # add assertion here
def test_get_credit_amount_field_name_multiple_isAmountField_multiple_true(self):
try:
valid_credit_amount_one_field = (
default_actual_roi_monitor.get_credit_amount_field_name(
self.invalid_input_ext_sc_multiple_isValueField_multiple_True
)
)
self.assertFalse(
"Method should have failed , because more than one isAmountField:true were found"
)
except Exception as ex:
self.assertTrue("Multiple isAmountField:true found, so this is correct")
def test_get_credit_amount_field_name_multiple_isAmountField_one_true(self):
try:
valid_credit_amount_field = (
default_actual_roi_monitor.get_credit_amount_field_name(
self.valid_input_ext_sc_multiple_isValueField_one_True
)
)
self.assertEqual(
"credit_amount", valid_credit_amount_field
) # add assertion here
except Exception as ex:
self.assertFalse(
"Method should have failed , multiple isAmountField found but only one marked as true found"
)
def test_invalid_get_credit_amount_field_no_isAmountField_found(self):
try:
valid_credit_amount_one_field = (
default_actual_roi_monitor.get_credit_amount_field_name(
self.invalid_input_ext_sc_no_isValueField
)
)
self.assertFalse(
"None isAmountField:true found, so this is incorrect, exception should have happened"
)
except Exception as ex:
self.assertTrue(
"None isAmountField:true found, so this is correct, exception expected"
)
if __name__ == "__main__":
unittest.main()