def test_batch_load_no_data(self, mock_config,
query_claims_from_teradata_batch_provider):
"""Test that when hide_sensitive_information is true, the rows are anonymized."""
mock_config.get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': False})
query_claims_from_teradata_batch_provider.return_value = ([], None)
reader = claim_reader.ClaimsDataReader()
output = reader.load_batch_from_db(['tax_num'], ['npi_num'],
datetime.date.today(),
datetime.date.today())
assert output == {}
def test_get_headers_no_cookie(self, mock_config):
"""Verify headers are returned if no cookie is defined."""
mock_config.get.side_effect = mocking_config.config_side_effect({
'submission.api_token':
'api_token',
'submission.cookie':
None,
'submission.endpoint':
'http://test_endpoint/no_submission/'
})
actual = api_submitter.get_headers()
assert actual == self.no_cookie_header
def test_get_headers_with_cookie(self, mock_config):
"""Verify cookie is included in header if present."""
mock_config.get.side_effect = mocking_config.config_side_effect({
'submission.api_token':
'api_token',
'submission.cookie':
'cookie',
'submission.endpoint':
'http://test_endpoint'
})
actual = api_submitter.get_headers()
assert actual == self.cookie_header
def test_batch_load(self, mock_config,
query_claims_from_teradata_batch_provider):
"""Test that when hide_sensitive_information is true, the rows are anonymized."""
mock_config.get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': False})
query_claims_from_teradata_batch_provider.return_value = row_handling.csv_to_query_output(
TWO_CLAIMS_CSV_PATH)
reader = claim_reader.ClaimsDataReader()
output = reader.load_batch_from_db(['tax_num'], ['npi_num'],
datetime.date.today(),
datetime.date.today())
assert len(output[('tax_num', 'npi_num')]) == 2
def test_batch_query(self, mock_config, mock_execute):
"""Test batch_query."""
mock_config.get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': False})
sample_rows = self.sample_rows * 50 # Need > 50 rows for anonymization to kick in.
mock_execute.return_value = sample_rows
output = claim_reader.query_claims_from_teradata_batch_provider(
provider_tins=['tin'],
provider_npis=['npi'],
start_date=datetime.date.today(),
end_date=datetime.date.today())
assert len(output[1]) == len(sample_rows)
assert output[1] == sample_rows
def test_post_to_measurement_sets_api(self, mock_config, mock_post):
mock_config.get.side_effect = mocking_config.config_side_effect({
'submission.api_token':
'api_token',
'submission.cookie':
None,
'submission.endpoint':
'http://test_endpoint/no_submission/'
})
endpoint_url = 'http://test_endpoint/no_submission/measurement-sets/'
api_submitter._post_to_measurement_sets_api(
measurement_set=self.measurement_set)
mock_post.assert_called_with(url=endpoint_url,
data=self.measurement_set.to_json(),
headers=self.no_cookie_header)
def test_process_provider_infer_performance_period(self, mock_config):
"""Test process_provider if infer_performance_period is True."""
# FIXME: This test does not test infer_performance_period.
self.processor.infer_performance_period = True
claims_data = get_single_claim_with_quality_codes()
mock_config.get.side_effect = mocking_config.config_side_effect(
{'submission.filter_out_zero_reporting': False})
measurement_set = self.processor.process_provider(
tin='tax_num',
npi='npi_num',
claims_data=claims_data,
)
assert not measurement_set.is_empty()
def test_process_provider_has_quality_codes_zero_reporting_filtered(
self, mock_config):
"""Test process_provider, quaity codes but no reporting. Zero reporting filtered."""
claims_data = get_single_claim_with_quality_codes()
mock_config.get.side_effect = mocking_config.config_side_effect(
{'submission.filter_out_zero_reporting': True})
measurement_set = self.processor.process_provider(
tin='tax_num',
npi='npi_num',
claims_data=claims_data,
)
assert measurement_set is not None
assert measurement_set.is_empty()
def test_query_hides_sensitive_information_fewer_than_fifty(
self, mock_config, mock_query_claims_from_teradata_batch):
"""Test case when fewer than 50 claims and hide_sensitive_information is true."""
mock_config.get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': True})
provider_identifier = ('tax_num', 'npi_num')
sample_columns, sample_rows = row_handling.csv_to_query_output(
TWO_CLAIMS_CSV_PATH)
mock_query_claims_from_teradata_batch.return_value = (sample_columns,
sample_rows)
reader = claim_reader.ClaimsDataReader()
output = reader.load_batch_from_db(
['tax_num'], ['npi_num'], datetime.date.today(),
datetime.date.today())[provider_identifier]
assert output == []
def test_two_claim_data_reader(self, mock_query_claims_from_teradata_batch,
get):
"""Test the merging of claim lines into claims."""
mock_query_claims_from_teradata_batch.return_value = row_handling.csv_to_query_output(
TWO_CLAIMS_CSV_PATH)
get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': False})
provider_identifier = ('tax_num', 'npi_num')
reader = claim_reader.ClaimsDataReader()
claims = reader.load_batch_from_db(
provider_tin_list=['tax_num'],
provider_npi_list=['npi_num'],
start_date='start_date',
end_date='end_date')[provider_identifier]
assert len(claims) == 2
for claim in claims:
assert len(claim.claim_lines) == 2
def test_safe_process_provider(self, mock_config,
query_claims_from_teradata_batch_provider):
"""Test _safe_process_provider."""
mock_config.get.side_effect = mocking_config.config_side_effect({
'teradata.access_layer_name':
'access_layer_name',
'hide_sensitive_information':
False
})
query_claims_from_teradata_batch_provider.return_value = row_handling.csv_to_query_output(
'tests/assets/test_two_claims.csv')
processor = self.processor
initial_count = processor.count
processor.remove_messages = True
processor.claim_reader.hide_sensitive_information = False
batch_claims_data = processor.claim_reader.load_batch_from_db(
['tax_num'], ['npi_num'], date.today(), date.today())
mock_message = MockMessage(
body='{{"tin": "{tin}", "npi": "{npi}"}}'.format(tin='tax_num',
npi='npi_num'))
provider = {
'tin': 'tax_num',
'npi': 'npi_num',
'message': mock_message
}
processed_provider = processor._safe_process_provider(
batch_claims_data, provider)
measurement_set = processed_provider.get('measurement_set', None)
assert processed_provider.get('message', None) is not None
assert measurement_set is not None
assert not processed_provider['processing_error']
assert processor.count == initial_count + 1
def test_single_claim_data_reader(self,
mock_query_claims_from_teradata_batch,
get):
"""Test the parsing of a single claim into the Claim model object."""
mock_query_claims_from_teradata_batch.return_value = row_handling.csv_to_query_output(
SINGLE_CLAIM_CSV_PATH)
get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': False})
provider_identifier = ('tax_num', 'npi_num')
reader = claim_reader.ClaimsDataReader()
claims = reader.load_batch_from_db(
provider_tin_list=['tax_num'],
provider_npi_list=['npi_num'],
start_date='start_date',
end_date='end_date')[provider_identifier]
assert len(claims) == 1
claim = claims[0]
assert len(claim.claim_lines) == 2
assert len(claim.dx_codes) == 12
assert len(claim.claim_lines[0].mdfr_cds) == 5
def test_query_hides_sensitive_information_more_than_fifty(
self, mock_config, mock_query_claims_from_teradata_batch):
"""Test case when more than 50 claims and hide_sensitive_information is true."""
mock_config.get.side_effect = mocking_config.config_side_effect(
{'hide_sensitive_information': True})
provider_identifier = ('tax_num', 'npi_num')
sample_columns, sample_rows = row_handling.csv_to_query_output(
TWO_CLAIMS_CSV_PATH)
# Need > 50 rows for them to pass through anonymization.
sample_rows = sample_rows * 50
mock_query_claims_from_teradata_batch.return_value = (sample_columns,
sample_rows)
reader = claim_reader.ClaimsDataReader()
output = reader.load_batch_from_db(
['tax_num'], ['npi_num'], datetime.date.today(),
datetime.date.today())[provider_identifier]
# The same number of claims should be returned.
assert len(output) == 2 * 50 # Two claims in initial csv.
# The values of the fields in the returned rows should be different.
assert output[0]['clm_ptnt_birth_dt'] != sample_rows[0][
'clm_ptnt_birth_dt']
def test_process_batch_messages(self, test_connection,
query_claims_from_teradata_batch_provider,
mock_config, safe_process_provider):
"""Test process_batch_messages."""
test_connection.return_value = True
query_claims_from_teradata_batch_provider.return_value = row_handling.csv_to_query_output(
'tests/assets/test_single_claim.csv')
mock_config.get.side_effect = mocking_config.config_side_effect({
'teradata.access_layer_name':
'access_layer_name',
'hide_sensitive_information':
False
})
processor = self.processor
processor.claim_reader.hide_sensitive_information = False
mock_message = MockMessage(
body='{{"tin": "{tin}", "npi": "{npi}"}}'.format(tin='tax_num',
npi='npi_num'))
processor.process_batch_messages([mock_message])
expected_provider = {
'tin': 'tax_num',
'npi': 'npi_num',
'message': mock_message
}
expected_batch_claims_data = {
('tax_num', 'npi_num'): get_single_claim_with_quality_codes()
}
safe_process_provider.assert_called_once_with(
expected_batch_claims_data, expected_provider)
def test_get_existing_submissions_does_not_exist(self, mock_config,
mock_get):
mock_config.get.side_effect = mocking_config.config_side_effect({
'submission.api_token':
'api_token',
'submission.cookie':
None,
'submission.endpoint':
'http://test_endpoint/no_submission/'
})
endpoint_url = 'http://test_endpoint/no_submission/submissions'
params = {
'itemsPerPage':
99999,
'nationalProviderIdentifier':
self.measurement_set.data['submission']
['nationalProviderIdentifier'],
'performanceYear':
str(self.measurement_set.data['submission']['performanceYear'])
}
headers = api_submitter.get_headers()
headers.update({
'qpp-taxpayer-identification-number':
self.measurement_set.data['submission']
['taxpayerIdentificationNumber']
})
mock_get.side_effect = mocked_requests_get
with pytest.raises(api_submitter.NoMatchingSubmissionsException):
api_submitter.get_existing_submissions(self.measurement_set)
mock_get.assert_called_with(endpoint_url,
params=params,
headers=headers)
def test_get_existing_submissions_exists(self, mock_config, mock_get):
mock_config.get.side_effect = mocking_config.config_side_effect({
'submission.api_token':
'api_token',
'submission.cookie':
'cookie',
'submission.endpoint':
'http://test_endpoint'
})
endpoint_url = 'http://test_endpoint/submissions'
params = {
'itemsPerPage':
99999,
'nationalProviderIdentifier':
self.measurement_set.data['submission']
['nationalProviderIdentifier'],
'performanceYear':
str(self.measurement_set.data['submission']['performanceYear']),
}
headers = api_submitter.get_headers()
headers.update({
'qpp-taxpayer-identification-number':
self.measurement_set.data['submission']
['taxpayerIdentificationNumber']
})
mock_get.side_effect = mocked_requests_get
existing_submissions_in_same_year = api_submitter.get_existing_submissions(
self.measurement_set)
mock_get.assert_called_with(endpoint_url,
params=params,
headers=headers)
assert existing_submissions_in_same_year == {'performanceYear': 2017}
def test_process_batch_messages_error(
self, test_connection, query_claims_from_teradata_batch_provider,
mock_config, safe_process_provider):
"""Test process_batch_messages with error does not process provider."""
test_connection.return_value = True
query_claims_from_teradata_batch_provider.return_value = row_handling.csv_to_query_output(
'tests/assets/test_single_claim.csv')
mock_config.get.side_effect = mocking_config.config_side_effect({
'teradata.access_layer_name':
'access_layer_name',
'hide_sensitive_information':
False
})
processor = self.processor
processor.remove_messages = True
processor.claim_reader.hide_sensitive_information = False
mock_message = MockMessage(body='{"unparsable":}')
processor.process_batch_messages([mock_message])
assert not safe_process_provider.called
