class OasisExposuresManagerGenerateOasisFiles(FileGenerationTestCase):
@settings(suppress_health_check=[HealthCheck.too_slow])
@given(
keys=keys_data(from_statuses=just(KEYS_STATUS_SUCCESS), min_size=10),
exposures=canonical_exposure_data(10, min_value=1)
)
def test_paths_are_stored_in_the_model___model_paths_are_used(self, keys, exposures):
profile = {
'profile_element': {'ProfileElementName': 'profile_element', 'FieldName': 'TIV', 'CoverageTypeID': 1}
}
with NamedTemporaryFile('w') as keys_file, NamedTemporaryFile('w') as exposures_file, TemporaryDirectory() as out_dir:
write_input_files(keys, keys_file.name, exposures, exposures_file.name)
model = fake_model(resources={'canonical_exposures_profile': profile})
model.resources['oasis_files_pipeline'].keys_file_path = keys_file.name
model.resources['oasis_files_pipeline'].canonical_exposures_file_path = exposures_file.name
model.resources['oasis_files_pipeline'].items_file_path = os.path.join(out_dir, self.items_filename)
model.resources['oasis_files_pipeline'].coverages_file_path = os.path.join(out_dir, self.coverages_filename)
model.resources['oasis_files_pipeline'].gulsummaryxref_file_path = os.path.join(out_dir, self.gulsummaryxref_filename)
OasisExposuresManager().generate_oasis_files(oasis_model=model)
self.check_items_file(keys, out_dir)
self.check_coverages_file(exposures, out_dir)
self.check_gul_file(exposures, out_dir)
@settings(suppress_health_check=[HealthCheck.too_slow])
@given(
keys=keys_data(from_statuses=just(KEYS_STATUS_SUCCESS), min_size=10),
exposures=canonical_exposure_data(10, min_value=1)
)
def test_paths_are_stored_in_the_kwargs___kwarg_paths_are_used(self, keys, exposures):
profile = {
'profile_element': {'ProfileElementName': 'profile_element', 'FieldName': 'TIV', 'CoverageTypeID': 1}
}
with NamedTemporaryFile('w') as keys_file, NamedTemporaryFile('w') as exposures_file, TemporaryDirectory() as out_dir:
write_input_files(keys, keys_file.name, exposures, exposures_file.name)
model = fake_model()
OasisExposuresManager().generate_oasis_files(
oasis_model=model,
canonical_exposures_profile=profile,
keys_file_path=keys_file.name,
canonical_exposures_file_path=exposures_file.name,
items_file_path=os.path.join(out_dir, self.items_filename),
coverages_file_path=os.path.join(out_dir, self.coverages_filename),
gulsummaryxref_file_path=os.path.join(out_dir, self.gulsummaryxref_filename)
)
self.check_items_file(keys, out_dir)
self.check_coverages_file(exposures, out_dir)
self.check_gul_file(exposures, out_dir)
class OasisExposureManagerLoadMasterDataframe(TestCase):
@settings(suppress_health_check=[HealthCheck.too_slow])
@given(profile_element_name=text(alphabet=string.ascii_letters,
min_size=1),
keys=keys_data(from_statuses=just(KEYS_STATUS_SUCCESS), size=10),
exposures=canonical_exposure_data(10, min_value=1))
def test_row_in_keys_data_is_missing_from_exposure_data___oasis_exception_is_raised(
self, profile_element_name, keys, exposures):
matching_exposures = [
e for e in exposures if e[0] in map(lambda k: k['id'], keys)
]
exposures.pop(exposures.index(matching_exposures[0]))
profile = {
profile_element_name: {
'ProfileElementName': profile_element_name,
'FieldName': 'TIV',
'CoverageTypeID': 1
}
}
with NamedTemporaryFile('w') as keys_file, NamedTemporaryFile(
'w') as exposures_file:
write_input_files(keys,
keys_file.name,
exposures,
exposures_file.name,
profile_element_name=profile_element_name)
with self.assertRaises(OasisException):
OasisExposuresManager().load_master_data_frame(
exposures_file.name, keys_file.name, profile)
@settings(suppress_health_check=[HealthCheck.too_slow])
@given(profile_element_name=text(alphabet=string.ascii_letters,
min_size=1),
keys=keys_data(from_statuses=just(KEYS_STATUS_SUCCESS), size=10),
exposures=canonical_exposure_data(num_rows=10, min_value=1))
def test_each_row_has_a_single_row_per_element_with_each_row_having_a_positive_value_for_the_profile_element___each_row_is_present(
self, profile_element_name, keys, exposures):
profile = {
profile_element_name: {
'ProfileElementName': profile_element_name,
'FieldName': 'TIV',
'CoverageTypeID': 1
}
}
expected = []
keys_values_tuples = map(
lambda li: tuple(filter(lambda v: type(v) == int, li)),
[k.values() for k in keys])
for i, zipped_data in enumerate(zip(keys_values_tuples, exposures)):
expected.append((
i + 1,
zipped_data[0],
zipped_data[1][1],
))
with NamedTemporaryFile('w') as keys_file, NamedTemporaryFile(
'w') as exposures_file:
write_input_files(keys,
keys_file.name,
exposures,
exposures_file.name,
profile_element_name=profile_element_name)
result = OasisExposuresManager().load_master_data_frame(
exposures_file.name,
keys_file.name,
profile,
)
self.assertEqual(len(expected), len(result))
for i in range(len(result)):
row = {
k: (int(v) if k != 'tiv' else v)
for k, v in result.iloc[i].to_dict().items()
}
self.assertEqual(i + 1, row['item_id'])
self.assertEqual(i + 1, row['coverage_id'])
self.assertEqual(exposures[i][1], row['tiv'])
self.assertEqual(keys[i]['area_peril_id'], row['areaperil_id'])
self.assertEqual(keys[i]['vulnerability_id'],
row['vulnerability_id'])
self.assertEqual(i + 1, row['group_id'])
self.assertEqual(1, row['summary_id'])
self.assertEqual(1, row['summaryset_id'])
@settings(suppress_health_check=[HealthCheck.too_slow])
@given(profile_element_name=text(alphabet=string.ascii_letters,
min_size=1),
keys=keys_data(from_statuses=just(KEYS_STATUS_SUCCESS), size=10),
exposures=canonical_exposure_data(num_rows=10, min_value=1))
def test_each_row_has_a_single_row_per_element_with_each_row_having_any_value_for_the_profile_element___rows_with_profile_elements_gt_0_are_present(
self, profile_element_name, keys, exposures):
profile = {
profile_element_name: {
'ProfileElementName': profile_element_name,
'FieldName': 'TIV',
'CoverageTypeID': 1
}
}
expected = []
keys_values_tuples = map(
lambda li: tuple(filter(lambda v: type(v) == int, li)),
[k.values() for k in keys])
row_id = 0
for zipped_keys, zipped_exposure in zip(keys_values_tuples, exposures):
if zipped_exposure[1] > 0:
row_id += 1
expected.append((
row_id,
zipped_keys,
zipped_exposure[1],
))
with NamedTemporaryFile('w') as keys_file, NamedTemporaryFile(
'w') as exposures_file:
write_input_files(keys,
keys_file.name,
exposures,
exposures_file.name,
profile_element_name=profile_element_name)
result = OasisExposuresManager().load_master_data_frame(
exposures_file.name,
keys_file.name,
profile,
)
self.assertEqual(len(expected), len(result))
for i in range(len(result)):
row = {
k: (int(v) if k != 'tiv' else v)
for k, v in result.iloc[i].to_dict().items()
}
self.assertEqual(i + 1, row['item_id'])
self.assertEqual(i + 1, row['coverage_id'])
self.assertEqual(exposures[i][1], row['tiv'])
self.assertEqual(keys[i]['area_peril_id'], row['areaperil_id'])
self.assertEqual(keys[i]['vulnerability_id'],
row['vulnerability_id'])
self.assertEqual(i + 1, row['group_id'])
self.assertEqual(1, row['summary_id'])
self.assertEqual(1, row['summaryset_id'])
