class AWSReportProcessorTest(MasuTestCase):
"""Test Cases for the AWSReportProcessor object."""
@classmethod
def setUpClass(cls):
"""Set up the test class with required objects."""
super().setUpClass()
cls.test_report = './koku/masu/test/data/test_cur.csv'
cls.test_report_gzip = './koku/masu/test/data/test_cur.csv.gz'
cls.date_accessor = DateAccessor()
cls.manifest_accessor = ReportManifestDBAccessor()
with ReportingCommonDBAccessor() as report_common_db:
cls.column_map = report_common_db.column_map
_report_tables = copy.deepcopy(AWS_CUR_TABLE_MAP)
_report_tables.pop('line_item_daily', None)
_report_tables.pop('line_item_daily_summary', None)
_report_tables.pop('tags_summary', None)
cls.report_tables = list(_report_tables.values())
# Grab a single row of test data to work with
with open(cls.test_report, 'r') as f:
reader = csv.DictReader(f)
cls.row = next(reader)
def setUp(self):
super().setUp()
self.processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
billing_start = self.date_accessor.today_with_timezone('UTC').replace(
year=2018, month=6, day=1, hour=0, minute=0, second=0)
self.assembly_id = '1234'
self.manifest_dict = {
'assembly_id': self.assembly_id,
'billing_period_start_datetime': billing_start,
'num_total_files': 2,
'provider_id': self.aws_provider.id,
}
self.accessor = AWSReportDBAccessor(self.schema, self.column_map)
self.report_schema = self.accessor.report_schema
self.manifest = self.manifest_accessor.add(**self.manifest_dict)
self.manifest_accessor.commit()
def tearDown(self):
"""Return the database to a pre-test state."""
super().tearDown()
self.processor.processed_report.remove_processed_rows()
self.processor.line_item_columns = None
def test_initializer(self):
"""Test initializer."""
self.assertIsNotNone(self.processor._schema_name)
self.assertIsNotNone(self.processor._report_path)
self.assertIsNotNone(self.processor._report_name)
self.assertIsNotNone(self.processor._compression)
self.assertEqual(self.processor._datetime_format,
Config.AWS_DATETIME_STR_FORMAT)
self.assertEqual(self.processor._batch_size,
Config.REPORT_PROCESSING_BATCH_SIZE)
def test_initializer_unsupported_compression(self):
"""Assert that an error is raised for an invalid compression."""
with self.assertRaises(MasuProcessingError):
AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression='unsupported',
provider_id=self.aws_provider.id,
)
def test_process_default(self):
"""Test the processing of an uncompressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
manifest_id=self.manifest.id,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
bill_date = self.manifest.billing_period_start_datetime.date()
expected = f'INFO:masu.processor.aws.aws_report_processor:Deleting data for schema: acct10001 and bill date: {bill_date}'
logging.disable(
logging.NOTSET
) # We are currently disabling all logging below CRITICAL in masu/__init__.py
with self.assertLogs('masu.processor.aws.aws_report_processor',
level='INFO') as logger:
processor.process()
self.assertIn(expected, logger.output)
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
'reporting_awscostentryreservation',
'reporting_ocpawscostlineitem_daily_summary',
'reporting_ocpawscostlineitem_project_daily_summary',
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
def test_process_gzip(self):
"""Test the processing of a gzip compressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report_gzip,
compression=GZIP_COMPRESSED,
provider_id=self.aws_provider.id,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
'reporting_awscostentryreservation',
'reporting_ocpawscostlineitem_daily_summary',
'reporting_ocpawscostlineitem_project_daily_summary',
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
def test_process_duplicates(self):
"""Test that row duplicates are not inserted into the DB."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(
AWS_CUR_TABLE_MAP['line_item']).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the second time
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == counts[table_name])
def test_process_finalized_rows(self):
"""Test that a finalized bill is processed properly."""
data = []
table_name = AWS_CUR_TABLE_MAP['line_item']
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNotNone(bill.finalized_datetime)
def test_process_finalized_rows_small_batch_size(self):
"""Test that a finalized bill is processed properly on batch size."""
data = []
table_name = AWS_CUR_TABLE_MAP['line_item']
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
processor._batch_size = 2
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNotNone(bill.finalized_datetime)
def test_do_not_overwrite_finalized_bill_timestamp(self):
"""Test that a finalized bill timestamp does not get overwritten."""
data = []
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the second time
processor.process()
finalized_datetime = bill.finalized_datetime
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
# Process for the third time to make sure the timestamp is the same
processor.process()
self.assertEqual(bill.finalized_datetime, finalized_datetime)
def test_get_file_opener_default(self):
"""Test that the default file opener is returned."""
opener, mode = self.processor._get_file_opener(UNCOMPRESSED)
self.assertEqual(opener, open)
self.assertEqual(mode, 'r')
def test_get_file_opener_gzip(self):
"""Test that the gzip file opener is returned."""
opener, mode = self.processor._get_file_opener(GZIP_COMPRESSED)
self.assertEqual(opener, gzip.open)
self.assertEqual(mode, 'rt')
def test_update_mappings(self):
"""Test that mappings are updated."""
test_entry = {'key': 'value'}
counts = {}
ce_maps = {
'cost_entry': self.processor.existing_cost_entry_map,
'product': self.processor.existing_product_map,
'pricing': self.processor.existing_pricing_map,
'reservation': self.processor.existing_reservation_map,
}
for name, ce_map in ce_maps.items():
counts[name] = len(ce_map.values())
ce_map.update(test_entry)
self.processor._update_mappings()
for name, ce_map in ce_maps.items():
self.assertTrue(len(ce_map.values()) > counts[name])
for key in test_entry:
self.assertIn(key, ce_map)
def test_write_processed_rows_to_csv(self):
"""Test that the CSV bulk upload file contains proper data."""
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.processor._create_cost_entry_line_item(
self.row,
cost_entry_id,
bill_id,
product_id,
pricing_id,
reservation_id,
self.accessor,
)
file_obj = self.processor._write_processed_rows_to_csv()
line_item_data = self.processor.processed_report.line_items.pop()
# Convert data to CSV format
expected_values = [
str(value) if value else None for value in line_item_data.values()
]
reader = csv.reader(file_obj)
new_row = next(reader)
new_row = new_row[0].split('\t')
actual = {}
for i, key in enumerate(line_item_data.keys()):
actual[key] = new_row[i] if new_row[i] else None
self.assertEqual(actual.keys(), line_item_data.keys())
self.assertEqual(list(actual.values()), expected_values)
def test_get_data_for_table(self):
"""Test that a row is disected into appropriate data structures."""
column_map = self.column_map
for table_name in self.report_tables:
expected_columns = sorted(column_map[table_name].values())
data = self.processor._get_data_for_table(self.row, table_name)
for key in data:
self.assertIn(key, expected_columns)
def test_process_tags(self):
"""Test that tags are properly packaged in a JSON string."""
row = {
'resourceTags/user:environment': 'prod',
'notATag': 'value',
'resourceTags/System': 'value',
'resourceTags/system:system_key': 'system_value',
}
expected = {'environment': 'prod', 'system_key': 'system_value'}
actual = json.loads(self.processor._process_tags(row))
self.assertNotIn(row['notATag'], actual)
self.assertEqual(expected, actual)
def test_get_cost_entry_time_interval(self):
"""Test that an interval string is properly split."""
fmt = Config.AWS_DATETIME_STR_FORMAT
end = datetime.datetime.utcnow()
expected_start = (end - datetime.timedelta(days=1)).strftime(fmt)
expected_end = end.strftime(fmt)
interval = expected_start + '/' + expected_end
actual_start, actual_end = self.processor._get_cost_entry_time_interval(
interval)
self.assertEqual(expected_start, actual_start)
self.assertEqual(expected_end, actual_end)
def test_create_cost_entry_bill(self):
"""Test that a cost entry bill id is returned."""
table_name = AWS_CUR_TABLE_MAP['bill']
table = getattr(self.report_schema, table_name)
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
self.assertIsNotNone(bill_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
provider_id = query.order_by('-id').first().provider_id
self.assertEqual(bill_id, id_in_db)
self.assertIsNotNone(provider_id)
def test_create_cost_entry_bill_existing(self):
"""Test that a cost entry bill id is returned from an existing bill."""
table_name = AWS_CUR_TABLE_MAP['bill']
table = getattr(self.report_schema, table_name)
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
query = self.accessor._get_db_obj_query(table_name)
bill = query.first()
self.processor.current_bill = bill
new_bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
self.assertEqual(bill_id, new_bill_id)
self.processor.current_bill = None
def test_create_cost_entry(self):
"""Test that a cost entry id is returned."""
table_name = AWS_CUR_TABLE_MAP['cost_entry']
table = getattr(self.report_schema, table_name)
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
self.accessor.commit()
self.assertIsNotNone(cost_entry_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(cost_entry_id, id_in_db)
def test_create_cost_entry_existing(self):
"""Test that a cost entry id is returned from an existing entry."""
table_name = AWS_CUR_TABLE_MAP['cost_entry']
table = getattr(self.report_schema, table_name)
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
self.accessor.commit()
interval = self.row.get('identity/TimeInterval')
start, _ = self.processor._get_cost_entry_time_interval(interval)
key = (bill_id, start)
expected_id = random.randint(1, 9)
self.processor.existing_cost_entry_map[key] = expected_id
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
self.assertEqual(cost_entry_id, expected_id)
def test_create_cost_entry_line_item(self):
"""Test that line item data is returned properly."""
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.accessor.commit()
self.processor._create_cost_entry_line_item(
self.row,
cost_entry_id,
bill_id,
product_id,
pricing_id,
reservation_id,
self.accessor,
)
line_item = None
if self.processor.processed_report.line_items:
line_item = self.processor.processed_report.line_items[-1]
self.assertIsNotNone(line_item)
self.assertIn('tags', line_item)
self.assertEqual(line_item.get('cost_entry_id'), cost_entry_id)
self.assertEqual(line_item.get('cost_entry_bill_id'), bill_id)
self.assertEqual(line_item.get('cost_entry_product_id'), product_id)
self.assertEqual(line_item.get('cost_entry_pricing_id'), pricing_id)
self.assertEqual(line_item.get('cost_entry_reservation_id'),
reservation_id)
self.assertIsNotNone(self.processor.line_item_columns)
def test_create_cost_entry_product(self):
"""Test that a cost entry product id is returned."""
table_name = AWS_CUR_TABLE_MAP['product']
table = getattr(self.report_schema, table_name)
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.accessor.commit()
self.assertIsNotNone(product_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(product_id, id_in_db)
def test_create_cost_entry_product_already_processed(self):
"""Test that an already processed product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get('product/sku')
product_name = self.row.get('product/ProductName')
region = self.row.get('product/region')
key = (sku, product_name, region)
self.processor.processed_report.products.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_product_existing(self):
"""Test that a previously existing product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get('product/sku')
product_name = self.row.get('product/ProductName')
region = self.row.get('product/region')
key = (sku, product_name, region)
self.processor.existing_product_map.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_pricing(self):
"""Test that a cost entry pricing id is returned."""
table_name = AWS_CUR_TABLE_MAP['pricing']
table = getattr(self.report_schema, table_name)
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.accessor.commit()
self.assertIsNotNone(pricing_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(pricing_id, id_in_db)
def test_create_cost_entry_pricing_already_processed(self):
"""Test that an already processed pricing id is returned."""
expected_id = random.randint(1, 9)
key = '{term}-{unit}'.format(term=self.row['pricing/term'],
unit=self.row['pricing/unit'])
self.processor.processed_report.pricing.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_pricing_existing(self):
"""Test that a previously existing pricing id is returned."""
expected_id = random.randint(1, 9)
key = '{term}-{unit}'.format(term=self.row['pricing/term'],
unit=self.row['pricing/unit'])
self.processor.existing_pricing_map.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_reservation(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = 'TestARN'
row = copy.deepcopy(self.row)
row['reservation/ReservationARN'] = arn
table_name = AWS_CUR_TABLE_MAP['reservation']
table = getattr(self.report_schema, table_name)
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.accessor.commit()
self.assertIsNotNone(reservation_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(reservation_id, id_in_db)
def test_create_cost_entry_reservation_update(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = 'TestARN'
row = copy.deepcopy(self.row)
row['reservation/ReservationARN'] = arn
row['reservation/NumberOfReservations'] = 1
table_name = AWS_CUR_TABLE_MAP['reservation']
table = getattr(self.report_schema, table_name)
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.accessor.commit()
self.assertIsNotNone(reservation_id)
with schema_context(self.schema):
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(reservation_id, id_in_db)
row['lineItem/LineItemType'] = 'RIFee'
res_count = row['reservation/NumberOfReservations']
row['reservation/NumberOfReservations'] = res_count + 1
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.accessor.commit()
self.assertEqual(reservation_id, id_in_db)
db_row = query.filter(id=id_in_db).first()
self.assertEqual(db_row.number_of_reservations,
row['reservation/NumberOfReservations'])
def test_create_cost_entry_reservation_already_processed(self):
"""Test that an already processed reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get('reservation/ReservationARN')
self.processor.processed_report.reservations.update({arn: expected_id})
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.assertEqual(reservation_id, expected_id)
def test_create_cost_entry_reservation_existing(self):
"""Test that a previously existing reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get('reservation/ReservationARN')
self.processor.existing_reservation_map.update({arn: expected_id})
product_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_remove_temp_cur_files(self):
"""Test to remove temporary cost usage files."""
cur_dir = tempfile.mkdtemp()
manifest_data = {"assemblyId": "6e019de5-a41d-4cdb-b9a0-99bfba9a9cb5"}
manifest = '{}/{}'.format(cur_dir, 'koku-Manifest.json')
with open(manifest, 'w') as outfile:
json.dump(manifest_data, outfile)
file_list = [
{
'file': '6e019de5-a41d-4cdb-b9a0-99bfba9a9cb5-koku-1.csv.gz',
'processed_date': datetime.datetime(year=2018, month=5, day=3),
},
{
'file': '6e019de5-a41d-4cdb-b9a0-99bfba9a9cb5-koku-2.csv.gz',
'processed_date': datetime.datetime(year=2018, month=5, day=3),
},
{
'file': '2aeb9169-2526-441c-9eca-d7ed015d52bd-koku-1.csv.gz',
'processed_date': datetime.datetime(year=2018, month=5, day=2),
},
{
'file': '6c8487e8-c590-4e6a-b2c2-91a2375c0bad-koku-1.csv.gz',
'processed_date': datetime.datetime(year=2018, month=5, day=1),
},
{
'file': '6c8487e8-c590-4e6a-b2c2-91a2375d0bed-koku-1.csv.gz',
'processed_date': None,
},
]
expected_delete_list = []
for item in file_list:
path = '{}/{}'.format(cur_dir, item['file'])
f = open(path, 'w')
obj = self.manifest_accessor.get_manifest(self.assembly_id,
self.aws_provider.id)
with ReportStatsDBAccessor(item['file'], obj.id) as stats:
stats.update(last_completed_datetime=item['processed_date'])
f.close()
if (not item['file'].startswith(manifest_data.get('assemblyId'))
and item['processed_date']):
expected_delete_list.append(path)
removed_files = self.processor.remove_temp_cur_files(cur_dir)
self.assertEqual(sorted(removed_files), sorted(expected_delete_list))
shutil.rmtree(cur_dir)
def test_check_for_finalized_bill_bill_is_finalized(self):
"""Verify that a file with invoice_id is marked as finalzed."""
data = []
table_name = AWS_CUR_TABLE_MAP['line_item']
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
result = processor._check_for_finalized_bill()
self.assertTrue(result)
def test_check_for_finalized_bill_bill_not_finalized(self):
"""Verify that a file without invoice_id is not marked as finalzed."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
result = processor._check_for_finalized_bill()
self.assertFalse(result)
def test_delete_line_items_success(self):
"""Test that data is deleted before processing a manifest."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
manifest_id=self.manifest.id,
)
processor.process()
result = processor._delete_line_items()
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(
bill_id)
self.assertTrue(result)
self.assertEqual(line_item_query.count(), 0)
def test_delete_line_items_not_first_file_in_manifest(self):
"""Test that data is not deleted once a file has been processed."""
self.manifest.num_processed_files = 1
self.manifest.save()
self.manifest_accessor.commit()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
manifest_id=self.manifest.id,
)
processor.process()
result = processor._delete_line_items()
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(
bill_id)
self.assertFalse(result)
self.assertNotEqual(line_item_query.count(), 0)
def test_delete_line_items_no_manifest(self):
"""Test that no data is deleted without a manifest id."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_id=self.aws_provider.id,
)
processor.process()
result = processor._delete_line_items()
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(
bill_id)
self.assertFalse(result)
self.assertNotEqual(line_item_query.count(), 0)
class AWSReportProcessorTest(MasuTestCase):
"""Test Cases for the AWSReportProcessor object."""
@classmethod
def setUpClass(cls):
"""Set up the test class with required objects."""
super().setUpClass()
cls.test_report_test_path = './koku/masu/test/data/test_cur.csv'
cls.test_report_gzip_test_path = './koku/masu/test/data/test_cur.csv.gz'
cls.date_accessor = DateAccessor()
cls.manifest_accessor = ReportManifestDBAccessor()
with ReportingCommonDBAccessor() as report_common_db:
cls.column_map = report_common_db.column_map
_report_tables = copy.deepcopy(AWS_CUR_TABLE_MAP)
_report_tables.pop('line_item_daily', None)
_report_tables.pop('line_item_daily_summary', None)
_report_tables.pop('tags_summary', None)
cls.report_tables = list(_report_tables.values())
# Grab a single row of test data to work with
with open(cls.test_report_test_path, 'r') as f:
reader = csv.DictReader(f)
cls.row = next(reader)
def setUp(self):
"""Set up shared variables."""
super().setUp()
self.temp_dir = tempfile.mkdtemp()
self.test_report = f'{self.temp_dir}/test_cur.csv'
self.test_report_gzip = f'{self.temp_dir}/test_cur.csv.gz'
shutil.copy2(self.test_report_test_path, self.test_report)
shutil.copy2(self.test_report_gzip_test_path, self.test_report_gzip)
self.processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
billing_start = self.date_accessor.today_with_timezone('UTC').replace(
year=2018, month=6, day=1, hour=0, minute=0, second=0
)
self.assembly_id = '1234'
self.manifest_dict = {
'assembly_id': self.assembly_id,
'billing_period_start_datetime': billing_start,
'num_total_files': 2,
'provider_uuid': self.aws_provider_uuid,
}
self.accessor = AWSReportDBAccessor(self.schema, self.column_map)
self.report_schema = self.accessor.report_schema
self.manifest = self.manifest_accessor.add(**self.manifest_dict)
def tearDown(self):
"""Return the database to a pre-test state."""
super().tearDown()
shutil.rmtree(self.temp_dir)
self.processor.processed_report.remove_processed_rows()
self.processor.line_item_columns = None
def test_initializer(self):
"""Test initializer."""
self.assertIsNotNone(self.processor._schema)
self.assertIsNotNone(self.processor._report_path)
self.assertIsNotNone(self.processor._report_name)
self.assertIsNotNone(self.processor._compression)
self.assertEqual(self.processor._datetime_format, Config.AWS_DATETIME_STR_FORMAT)
self.assertEqual(self.processor._batch_size, Config.REPORT_PROCESSING_BATCH_SIZE)
def test_initializer_unsupported_compression(self):
"""Assert that an error is raised for an invalid compression."""
with self.assertRaises(MasuProcessingError):
AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression='unsupported',
provider_uuid=self.aws_provider_uuid,
)
def test_process_default(self):
"""Test the processing of an uncompressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
bill_date = self.manifest.billing_period_start_datetime.date()
expected = (
f'INFO:masu.processor.report_processor_base:Processing bill starting on {bill_date}.\n'
f' Processing entire month.\n'
f' schema_name: {self.schema},\n'
f' provider_uuid: {self.aws_provider_uuid},\n'
f' manifest_id: {self.manifest.id}'
)
logging.disable(
logging.NOTSET
) # We are currently disabling all logging below CRITICAL in masu/__init__.py
with self.assertLogs('masu.processor.report_processor_base', level='INFO') as logger:
processor.process()
self.assertIn(expected, logger.output)
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
'reporting_awscostentryreservation',
'reporting_ocpawscostlineitem_daily_summary',
'reporting_ocpawscostlineitem_project_daily_summary',
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
self.assertFalse(os.path.exists(self.test_report))
def test_process_gzip(self):
"""Test the processing of a gzip compressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report_gzip,
compression=GZIP_COMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
'reporting_awscostentryreservation',
'reporting_ocpawscostlineitem_daily_summary',
'reporting_ocpawscostlineitem_project_daily_summary',
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
def test_process_duplicates(self):
"""Test that row duplicates are not inserted into the DB."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(AWS_CUR_TABLE_MAP['line_item']).delete()
shutil.copy2(self.test_report_test_path, self.test_report)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == counts[table_name])
def test_process_finalized_rows(self):
"""Test that a finalized bill is processed properly."""
data = []
table_name = AWS_CUR_TABLE_MAP['line_item']
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNotNone(bill.finalized_datetime)
def test_process_finalized_rows_small_batch_size(self):
"""Test that a finalized bill is processed properly on batch size."""
data = []
table_name = AWS_CUR_TABLE_MAP['line_item']
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
processor._batch_size = 2
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNotNone(bill.finalized_datetime)
def test_do_not_overwrite_finalized_bill_timestamp(self):
"""Test that a finalized bill timestamp does not get overwritten."""
data = []
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP['bill']
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
finalized_datetime = bill.finalized_datetime
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the third time to make sure the timestamp is the same
processor.process()
self.assertEqual(bill.finalized_datetime, finalized_datetime)
def test_get_file_opener_default(self):
"""Test that the default file opener is returned."""
opener, mode = self.processor._get_file_opener(UNCOMPRESSED)
self.assertEqual(opener, open)
self.assertEqual(mode, 'r')
def test_get_file_opener_gzip(self):
"""Test that the gzip file opener is returned."""
opener, mode = self.processor._get_file_opener(GZIP_COMPRESSED)
self.assertEqual(opener, gzip.open)
self.assertEqual(mode, 'rt')
def test_update_mappings(self):
"""Test that mappings are updated."""
test_entry = {'key': 'value'}
counts = {}
ce_maps = {
'cost_entry': self.processor.existing_cost_entry_map,
'product': self.processor.existing_product_map,
'pricing': self.processor.existing_pricing_map,
'reservation': self.processor.existing_reservation_map,
}
for name, ce_map in ce_maps.items():
counts[name] = len(ce_map.values())
ce_map.update(test_entry)
self.processor._update_mappings()
for name, ce_map in ce_maps.items():
self.assertTrue(len(ce_map.values()) > counts[name])
for key in test_entry:
self.assertIn(key, ce_map)
def test_write_processed_rows_to_csv(self):
"""Test that the CSV bulk upload file contains proper data."""
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(self.row, self.accessor)
self.processor._create_cost_entry_line_item(
self.row, cost_entry_id, bill_id, product_id, pricing_id, reservation_id, self.accessor,
)
file_obj = self.processor._write_processed_rows_to_csv()
line_item_data = self.processor.processed_report.line_items.pop()
# Convert data to CSV format
expected_values = [str(value) if value else None for value in line_item_data.values()]
reader = csv.reader(file_obj)
new_row = next(reader)
new_row = new_row[0].split('\t')
actual = {}
for i, key in enumerate(line_item_data.keys()):
actual[key] = new_row[i] if new_row[i] else None
self.assertEqual(actual.keys(), line_item_data.keys())
self.assertEqual(list(actual.values()), expected_values)
def test_get_data_for_table(self):
"""Test that a row is disected into appropriate data structures."""
column_map = self.column_map
for table_name in self.report_tables:
expected_columns = sorted(column_map[table_name].values())
data = self.processor._get_data_for_table(self.row, table_name)
for key in data:
self.assertIn(key, expected_columns)
def test_process_tags(self):
"""Test that tags are properly packaged in a JSON string."""
row = {
'resourceTags/user:environment': 'prod',
'notATag': 'value',
'resourceTags/System': 'value',
'resourceTags/system:system_key': 'system_value',
}
expected = {'environment': 'prod', 'system_key': 'system_value'}
actual = json.loads(self.processor._process_tags(row))
self.assertNotIn(row['notATag'], actual)
self.assertEqual(expected, actual)
def test_get_cost_entry_time_interval(self):
"""Test that an interval string is properly split."""
fmt = Config.AWS_DATETIME_STR_FORMAT
end = datetime.datetime.utcnow()
expected_start = (end - datetime.timedelta(days=1)).strftime(fmt)
expected_end = end.strftime(fmt)
interval = expected_start + '/' + expected_end
actual_start, actual_end = self.processor._get_cost_entry_time_interval(interval)
self.assertEqual(expected_start, actual_start)
self.assertEqual(expected_end, actual_end)
def test_create_cost_entry_bill(self):
"""Test that a cost entry bill id is returned."""
table_name = AWS_CUR_TABLE_MAP['bill']
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
self.assertIsNotNone(bill_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
provider_uuid = query.order_by('-id').first().provider_id
self.assertEqual(bill_id, id_in_db)
self.assertIsNotNone(provider_uuid)
def test_create_cost_entry_bill_existing(self):
"""Test that a cost entry bill id is returned from an existing bill."""
table_name = AWS_CUR_TABLE_MAP['bill']
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
query = self.accessor._get_db_obj_query(table_name)
bill = query.first()
self.processor.current_bill = bill
new_bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
self.assertEqual(bill_id, new_bill_id)
self.processor.current_bill = None
def test_create_cost_entry(self):
"""Test that a cost entry id is returned."""
table_name = AWS_CUR_TABLE_MAP['cost_entry']
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(self.row, bill_id, self.accessor)
self.assertIsNotNone(cost_entry_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(cost_entry_id, id_in_db)
def test_create_cost_entry_existing(self):
"""Test that a cost entry id is returned from an existing entry."""
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
interval = self.row.get('identity/TimeInterval')
start, _ = self.processor._get_cost_entry_time_interval(interval)
key = (bill_id, start)
expected_id = random.randint(1, 9)
self.processor.existing_cost_entry_map[key] = expected_id
cost_entry_id = self.processor._create_cost_entry(self.row, bill_id, self.accessor)
self.assertEqual(cost_entry_id, expected_id)
def test_create_cost_entry_line_item(self):
"""Test that line item data is returned properly."""
bill_id = self.processor._create_cost_entry_bill(self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(self.row, self.accessor)
self.processor._create_cost_entry_line_item(
self.row, cost_entry_id, bill_id, product_id, pricing_id, reservation_id, self.accessor,
)
line_item = None
if self.processor.processed_report.line_items:
line_item = self.processor.processed_report.line_items[-1]
self.assertIsNotNone(line_item)
self.assertIn('tags', line_item)
self.assertEqual(line_item.get('cost_entry_id'), cost_entry_id)
self.assertEqual(line_item.get('cost_entry_bill_id'), bill_id)
self.assertEqual(line_item.get('cost_entry_product_id'), product_id)
self.assertEqual(line_item.get('cost_entry_pricing_id'), pricing_id)
self.assertEqual(line_item.get('cost_entry_reservation_id'), reservation_id)
self.assertIsNotNone(self.processor.line_item_columns)
def test_create_cost_entry_product(self):
"""Test that a cost entry product id is returned."""
table_name = AWS_CUR_TABLE_MAP['product']
product_id = self.processor._create_cost_entry_product(self.row, self.accessor)
self.assertIsNotNone(product_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(product_id, id_in_db)
def test_create_cost_entry_product_already_processed(self):
"""Test that an already processed product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get('product/sku')
product_name = self.row.get('product/ProductName')
region = self.row.get('product/region')
key = (sku, product_name, region)
self.processor.processed_report.products.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_product_existing(self):
"""Test that a previously existing product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get('product/sku')
product_name = self.row.get('product/ProductName')
region = self.row.get('product/region')
key = (sku, product_name, region)
self.processor.existing_product_map.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_pricing(self):
"""Test that a cost entry pricing id is returned."""
table_name = AWS_CUR_TABLE_MAP['pricing']
pricing_id = self.processor._create_cost_entry_pricing(self.row, self.accessor)
self.assertIsNotNone(pricing_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(pricing_id, id_in_db)
def test_create_cost_entry_pricing_already_processed(self):
"""Test that an already processed pricing id is returned."""
expected_id = random.randint(1, 9)
key = '{term}-{unit}'.format(term=self.row['pricing/term'], unit=self.row['pricing/unit'])
self.processor.processed_report.pricing.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_pricing_existing(self):
"""Test that a previously existing pricing id is returned."""
expected_id = random.randint(1, 9)
key = '{term}-{unit}'.format(term=self.row['pricing/term'], unit=self.row['pricing/unit'])
self.processor.existing_pricing_map.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_reservation(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = 'TestARN'
row = copy.deepcopy(self.row)
row['reservation/ReservationARN'] = arn
table_name = AWS_CUR_TABLE_MAP['reservation']
reservation_id = self.processor._create_cost_entry_reservation(row, self.accessor)
self.assertIsNotNone(reservation_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(reservation_id, id_in_db)
def test_create_cost_entry_reservation_update(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = 'TestARN'
row = copy.deepcopy(self.row)
row['reservation/ReservationARN'] = arn
row['reservation/NumberOfReservations'] = 1
table_name = AWS_CUR_TABLE_MAP['reservation']
reservation_id = self.processor._create_cost_entry_reservation(row, self.accessor)
self.assertIsNotNone(reservation_id)
with schema_context(self.schema):
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by('-id').first().id
self.assertEqual(reservation_id, id_in_db)
row['lineItem/LineItemType'] = 'RIFee'
res_count = row['reservation/NumberOfReservations']
row['reservation/NumberOfReservations'] = res_count + 1
reservation_id = self.processor._create_cost_entry_reservation(row, self.accessor)
self.assertEqual(reservation_id, id_in_db)
db_row = query.filter(id=id_in_db).first()
self.assertEqual(db_row.number_of_reservations, row['reservation/NumberOfReservations'])
def test_create_cost_entry_reservation_already_processed(self):
"""Test that an already processed reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get('reservation/ReservationARN')
self.processor.processed_report.reservations.update({arn: expected_id})
reservation_id = self.processor._create_cost_entry_reservation(self.row, self.accessor)
self.assertEqual(reservation_id, expected_id)
def test_create_cost_entry_reservation_existing(self):
"""Test that a previously existing reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get('reservation/ReservationARN')
self.processor.existing_reservation_map.update({arn: expected_id})
product_id = self.processor._create_cost_entry_reservation(self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_check_for_finalized_bill_bill_is_finalized(self):
"""Verify that a file with invoice_id is marked as finalzed."""
data = []
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['bill/InvoiceId'] = '12345'
tmp_file = '/tmp/test_process_finalized_rows.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
result = processor._check_for_finalized_bill()
self.assertTrue(result)
def test_check_for_finalized_bill_bill_not_finalized(self):
"""Verify that a file without invoice_id is not marked as finalzed."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
result = processor._check_for_finalized_bill()
self.assertFalse(result)
def test_delete_line_items_success(self):
"""Test that data is deleted before processing a manifest."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
processor.process()
result = processor._delete_line_items(AWSReportDBAccessor, self.column_map)
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(bill_id)
self.assertTrue(result)
self.assertEqual(line_item_query.count(), 0)
def test_delete_line_items_not_first_file_in_manifest(self):
"""Test that data is not deleted once a file has been processed."""
self.manifest.num_processed_files = 1
self.manifest.save()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
processor.process()
result = processor._delete_line_items(AWSReportDBAccessor, self.column_map)
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(bill_id)
self.assertFalse(result)
self.assertNotEqual(line_item_query.count(), 0)
def test_delete_line_items_no_manifest(self):
"""Test that no data is deleted without a manifest id."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
processor.process()
result = processor._delete_line_items(AWSReportDBAccessor, self.column_map)
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(bill_id)
self.assertFalse(result)
self.assertNotEqual(line_item_query.count(), 0)
@patch('masu.processor.report_processor_base.ReportProcessorBase._should_process_full_month')
def test_delete_line_items_use_data_cutoff_date(self, mock_should_process):
"""Test that only three days of data are deleted."""
mock_should_process.return_value = True
today = self.date_accessor.today_with_timezone('UTC').replace(
hour=0, minute=0, second=0, microsecond=0
)
first_of_month = today.replace(day=1)
first_of_next_month = first_of_month + relativedelta(months=1)
days_in_month = [today - relativedelta(days=i) for i in range(today.day)]
self.manifest.billing_period_start_datetime = first_of_month
self.manifest.save()
data = []
with open(self.test_report, 'r') as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row['lineItem/UsageStartDate'] = random.choice(days_in_month)
row['bill/BillingPeriodStartDate'] = first_of_month
row['bill/BillingPeriodEndDate'] = first_of_next_month
tmp_file = '/tmp/test_delete_data_cutoff.csv'
field_names = data[0].keys()
with open(tmp_file, 'w') as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
processor.process()
# Get latest data date.
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(bill_id)
undeleted_max_date = line_item_query.aggregate(max_date=Max('usage_start'))
mock_should_process.return_value = False
processor._delete_line_items(AWSReportDBAccessor, self.column_map, is_finalized=False)
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(bill_id)
if today.day <= 3:
self.assertEqual(line_item_query.count(), 0)
else:
max_date = line_item_query.aggregate(max_date=Max('usage_start'))
self.assertLess(max_date.get('max_date').date(), processor.data_cutoff_date)
self.assertLess(
max_date.get('max_date').date(), undeleted_max_date.get('max_date').date()
)
self.assertNotEqual(line_item_query.count(), 0)
@patch('masu.processor.report_processor_base.DateAccessor')
def test_data_cutoff_date_not_start_of_month(self, mock_date):
"""Test that the data_cuttof_date respects month boundaries."""
today = self.date_accessor.today_with_timezone('UTC').replace(day=10)
expected = today.date() - relativedelta(days=2)
mock_date.return_value.today_with_timezone.return_value = today
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertEqual(expected, processor.data_cutoff_date)
@patch('masu.processor.report_processor_base.DateAccessor')
def test_data_cutoff_date_start_of_month(self, mock_date):
"""Test that the data_cuttof_date respects month boundaries."""
today = self.date_accessor.today_with_timezone('UTC')
first_of_month = today.replace(day=1)
mock_date.return_value.today_with_timezone.return_value = first_of_month
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertEqual(first_of_month.date(), processor.data_cutoff_date)
@patch('masu.processor.report_processor_base.ReportManifestDBAccessor')
def test_should_process_full_month_first_manifest_for_bill(self, mock_manifest_accessor):
"""Test that we process data for a new bill/manifest completely."""
mock_manifest = Mock()
today = self.date_accessor.today_with_timezone('UTC')
mock_manifest.billing_period_start_datetime = today
mock_manifest.num_processed_files = 1
mock_manifest.num_total_files = 2
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = (
mock_manifest
)
mock_manifest_accessor.return_value.__enter__.return_value.\
get_manifest_list_for_provider_and_bill_date.return_value = [
mock_manifest
]
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertTrue(processor._should_process_full_month())
@patch('masu.processor.report_processor_base.ReportManifestDBAccessor')
def test_should_process_full_month_not_first_manifest_for_bill(self, mock_manifest_accessor):
"""Test that we process a window of data for the bill/manifest."""
mock_manifest = Mock()
today = self.date_accessor.today_with_timezone('UTC')
mock_manifest.billing_period_start_datetime = today
mock_manifest.num_processed_files = 1
mock_manifest.num_total_files = 1
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = (
mock_manifest
)
mock_manifest_accessor.return_value.__enter__.return_value.\
get_manifest_list_for_provider_and_bill_date.return_value = [
mock_manifest,
mock_manifest,
]
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertFalse(processor._should_process_full_month())
@patch('masu.processor.report_processor_base.ReportManifestDBAccessor')
def test_should_process_full_month_manifest_for_not_current_month(self, mock_manifest_accessor):
"""Test that we process this manifest completely."""
mock_manifest = Mock()
last_month = self.date_accessor.today_with_timezone('UTC') - relativedelta(months=1)
mock_manifest.billing_period_start_datetime = last_month
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = (
mock_manifest
)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertTrue(processor._should_process_full_month())
def test_should_process_full_month_no_manifest(self):
"""Test that we process this manifest completely."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
self.assertTrue(processor._should_process_full_month())
def test_should_process_row_within_cuttoff_date(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone('UTC')
row = {'lineItem/UsageStartDate': today.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(row, 'lineItem/UsageStartDate', False)
self.assertTrue(should_process)
def test_should_process_row_outside_cuttoff_date(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone('UTC')
usage_start = today - relativedelta(days=10)
row = {'lineItem/UsageStartDate': usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(row, 'lineItem/UsageStartDate', False)
self.assertFalse(should_process)
def test_should_process_is_full_month(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone('UTC')
usage_start = today - relativedelta(days=10)
row = {'lineItem/UsageStartDate': usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(row, 'lineItem/UsageStartDate', True)
self.assertTrue(should_process)
def test_should_process_is_finalized(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone('UTC')
usage_start = today - relativedelta(days=10)
row = {'lineItem/UsageStartDate': usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(
row, 'lineItem/UsageStartDate', False, is_finalized=True
)
self.assertTrue(should_process)
def test_get_date_column_filter(self):
"""Test that the Azure specific filter is returned."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
date_filter = processor.get_date_column_filter()
self.assertIn('usage_start__gte', date_filter)
class AWSReportProcessorTest(MasuTestCase):
"""Test Cases for the AWSReportProcessor object."""
@classmethod
def setUpClass(cls):
"""Set up the test class with required objects."""
super().setUpClass()
cls.test_report_test_path = "./koku/masu/test/data/test_cur.csv"
cls.test_report_gzip_test_path = "./koku/masu/test/data/test_cur.csv.gz"
cls.date_accessor = DateAccessor()
cls.manifest_accessor = ReportManifestDBAccessor()
_report_tables = copy.deepcopy(AWS_CUR_TABLE_MAP)
_report_tables.pop("line_item_daily", None)
_report_tables.pop("line_item_daily_summary", None)
_report_tables.pop("tags_summary", None)
_report_tables.pop("enabled_tag_keys", None)
_report_tables.pop("ocp_on_aws_tags_summary", None)
cls.report_tables = list(_report_tables.values())
# Grab a single row of test data to work with
with open(cls.test_report_test_path) as f:
reader = csv.DictReader(f)
cls.row = next(reader)
def setUp(self):
"""Set up shared variables."""
super().setUp()
self.temp_dir = tempfile.mkdtemp()
self.test_report = f"{self.temp_dir}/test_cur.csv"
self.test_report_gzip = f"{self.temp_dir}/test_cur.csv.gz"
shutil.copy2(self.test_report_test_path, self.test_report)
shutil.copy2(self.test_report_gzip_test_path, self.test_report_gzip)
self.processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
billing_start = self.date_accessor.today_with_timezone("UTC").replace(
year=2018, month=6, day=1, hour=0, minute=0, second=0)
self.assembly_id = "1234"
self.manifest_dict = {
"assembly_id": self.assembly_id,
"billing_period_start_datetime": billing_start,
"num_total_files": 2,
"provider_uuid": self.aws_provider_uuid,
}
self.accessor = AWSReportDBAccessor(self.schema)
self.report_schema = self.accessor.report_schema
self.manifest = self.manifest_accessor.add(**self.manifest_dict)
def tearDown(self):
"""Return the database to a pre-test state."""
super().tearDown()
shutil.rmtree(self.temp_dir)
self.processor.processed_report.remove_processed_rows()
self.processor.line_item_columns = None
def test_initializer(self):
"""Test initializer."""
self.assertIsNotNone(self.processor._schema)
self.assertIsNotNone(self.processor._report_path)
self.assertIsNotNone(self.processor._report_name)
self.assertIsNotNone(self.processor._compression)
self.assertEqual(self.processor._datetime_format,
Config.AWS_DATETIME_STR_FORMAT)
self.assertEqual(self.processor._batch_size,
Config.REPORT_PROCESSING_BATCH_SIZE)
def test_initializer_unsupported_compression(self):
"""Assert that an error is raised for an invalid compression."""
with self.assertRaises(MasuProcessingError):
AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression="unsupported",
provider_uuid=self.aws_provider_uuid,
)
def test_process_default(self):
"""Test the processing of an uncompressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
bill_date = self.manifest.billing_period_start_datetime.date()
expected = (
f"INFO:masu.processor.report_processor_base:Processing bill starting on {bill_date}.\n"
f" Processing entire month.\n"
f" schema_name: {self.schema},\n"
f" provider_uuid: {self.aws_provider_uuid},\n"
f" manifest_id: {self.manifest.id}")
logging.disable(
logging.NOTSET
) # We are currently disabling all logging below CRITICAL in masu/__init__.py
with self.assertLogs("masu.processor.report_processor_base",
level="INFO") as logger:
processor.process()
self.assertIn(expected, logger.output)
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
"reporting_awscostentryreservation",
"reporting_awscostentrypricing",
"reporting_ocpawscostlineitem_daily_summary_p",
"reporting_ocpawscostlineitem_project_daily_summary_p",
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
self.assertFalse(os.path.exists(self.test_report))
def test_process_no_file_on_disk(self):
"""Test the processing of when the file is not found on disk."""
counts = {}
base_name = "test_no_cur.csv"
no_report = f"{self.temp_dir}/{base_name}"
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=no_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
expected = ("INFO:masu.processor.aws.aws_report_processor:"
f"Skip processing for file: {base_name} and "
f"schema: {self.schema} as it was not found on disk.")
logging.disable(
logging.NOTSET
) # We are currently disabling all logging below CRITICAL in masu/__init__.py
with self.assertLogs("masu.processor.aws.aws_report_processor",
level="INFO") as logger:
processor.process()
self.assertIn(expected, logger.output)
def test_process_gzip(self):
"""Test the processing of a gzip compressed file."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report_gzip,
compression=GZIP_COMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
report_db = self.accessor
report_schema = report_db.report_schema
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
if table_name in (
"reporting_awscostentryreservation",
"reporting_ocpawscostlineitem_daily_summary_p",
"reporting_ocpawscostlineitem_project_daily_summary_p",
"reporting_awscostentrypricing",
):
self.assertTrue(count >= counts[table_name])
else:
self.assertTrue(count > counts[table_name])
def test_process_duplicates(self):
"""Test that row duplicates are not inserted into the DB."""
counts = {}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
report_db = self.accessor
report_schema = report_db.report_schema
with schema_context(self.schema):
table_name = AWS_CUR_TABLE_MAP["line_item"]
table = getattr(report_schema, table_name)
initial_line_item_count = table.objects.count()
# Process for the first time
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
counts[table_name] = count
if table_name == AWS_CUR_TABLE_MAP["line_item"]:
counts[
table_name] = counts[table_name] - initial_line_item_count
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(
AWS_CUR_TABLE_MAP["line_item"]).delete()
shutil.copy2(self.test_report_test_path, self.test_report)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
for table_name in self.report_tables:
table = getattr(report_schema, table_name)
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == counts[table_name])
def test_process_finalized_rows(self):
"""Test that a finalized bill is processed properly."""
data = []
table_name = AWS_CUR_TABLE_MAP["line_item"]
with open(self.test_report) as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row["bill/InvoiceId"] = "12345"
tmp_file = "/tmp/test_process_finalized_rows.csv"
field_names = data[0].keys()
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
report_db = self.accessor
report_schema = report_db.report_schema
with schema_context(self.schema):
table = getattr(report_schema, table_name)
initial_line_item_count = table.objects.count()
# Process for the first time
processor.process()
bill_table_name = AWS_CUR_TABLE_MAP["bill"]
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count - initial_line_item_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count - initial_line_item_count)
with schema_context(self.schema):
final_count = bill_table.objects.filter(
finalized_datetime__isnull=False).count()
self.assertEqual(final_count, 1)
def test_process_finalized_rows_small_batch_size(self):
"""Test that a finalized bill is processed properly on batch size."""
data = []
table_name = AWS_CUR_TABLE_MAP["line_item"]
with open(self.test_report) as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row["bill/InvoiceId"] = "12345"
tmp_file = "/tmp/test_process_finalized_rows.csv"
field_names = data[0].keys()
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
report_db = self.accessor
report_schema = report_db.report_schema
table = getattr(report_schema, table_name)
with schema_context(self.schema):
initial_line_item_count = table.objects.count()
# Process for the first time
processor.process()
bill_table_name = AWS_CUR_TABLE_MAP["bill"]
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
self.assertIsNone(bill.finalized_datetime)
table = getattr(report_schema, table_name)
with schema_context(self.schema):
orig_count = table.objects.count()
# Wipe stale data
with schema_context(self.schema):
self.accessor._get_db_obj_query(table_name).delete()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
processor._batch_size = 2
# Process for the second time
processor.process()
with schema_context(self.schema):
count = table.objects.count()
self.assertTrue(count == orig_count - initial_line_item_count)
count = table.objects.filter(invoice_id__isnull=False).count()
self.assertTrue(count == orig_count - initial_line_item_count)
with schema_context(self.schema):
final_count = bill_table.objects.filter(
finalized_datetime__isnull=False).count()
self.assertEqual(final_count, 1)
def test_do_not_overwrite_finalized_bill_timestamp(self):
"""Test that a finalized bill timestamp does not get overwritten."""
data = []
with open(self.test_report) as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row["bill/InvoiceId"] = "12345"
tmp_file = "/tmp/test_process_finalized_rows.csv"
field_names = data[0].keys()
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the first time
processor.process()
report_db = self.accessor
report_schema = report_db.report_schema
bill_table_name = AWS_CUR_TABLE_MAP["bill"]
bill_table = getattr(report_schema, bill_table_name)
with schema_context(self.schema):
bill = bill_table.objects.first()
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the second time
processor.process()
finalized_datetime = bill.finalized_datetime
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
# Process for the third time to make sure the timestamp is the same
processor.process()
self.assertEqual(bill.finalized_datetime, finalized_datetime)
def test_get_file_opener_default(self):
"""Test that the default file opener is returned."""
opener, mode = self.processor._get_file_opener(UNCOMPRESSED)
self.assertEqual(opener, open)
self.assertEqual(mode, "r")
def test_get_file_opener_gzip(self):
"""Test that the gzip file opener is returned."""
opener, mode = self.processor._get_file_opener(GZIP_COMPRESSED)
self.assertEqual(opener, gzip.open)
self.assertEqual(mode, "rt")
def test_update_mappings(self):
"""Test that mappings are updated."""
test_entry = {"key": "value"}
counts = {}
ce_maps = {
"cost_entry": self.processor.existing_cost_entry_map,
"product": self.processor.existing_product_map,
"pricing": self.processor.existing_pricing_map,
"reservation": self.processor.existing_reservation_map,
}
for name, ce_map in ce_maps.items():
counts[name] = len(ce_map.values())
ce_map.update(test_entry)
self.processor._update_mappings()
for name, ce_map in ce_maps.items():
self.assertTrue(len(ce_map.values()) > counts[name])
for key in test_entry:
self.assertIn(key, ce_map)
def test_write_processed_rows_to_csv(self):
"""Test that the CSV bulk upload file contains proper data."""
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.processor._create_cost_entry_line_item(self.row, cost_entry_id,
bill_id, product_id,
pricing_id, reservation_id,
self.accessor)
file_obj = self.processor._write_processed_rows_to_csv()
line_item_data = self.processor.processed_report.line_items.pop()
# Convert data to CSV format
expected_values = [
str(value) if value else None for value in line_item_data.values()
]
reader = csv.reader(file_obj)
new_row = next(reader)
actual = {}
for i, key in enumerate(line_item_data.keys()):
actual[key] = new_row[i] if new_row[i] else None
self.assertEqual(actual.keys(), line_item_data.keys())
self.assertEqual(list(actual.values()), expected_values)
def test_get_data_for_table(self):
"""Test that a row is disected into appropriate data structures."""
for table_name in self.report_tables:
expected_columns = sorted(REPORT_COLUMN_MAP[table_name].values())
data = self.processor._get_data_for_table(self.row, table_name)
for key in data:
self.assertIn(key, expected_columns)
def test_process_tags(self):
"""Test that tags are properly packaged in a JSON string."""
row = {
"resourceTags/user:environment": "prod",
"notATag": "value",
"resourceTags/System": "value",
"resourceTags/system:system_key": "system_value",
}
expected = {"environment": "prod"}
actual = json.loads(self.processor._process_tags(row))
self.assertNotIn(row["notATag"], actual)
self.assertEqual(expected, actual)
def test_get_cost_entry_time_interval(self):
"""Test that an interval string is properly split."""
fmt = Config.AWS_DATETIME_STR_FORMAT
end = datetime.datetime.utcnow()
expected_start = (end - datetime.timedelta(days=1)).strftime(fmt)
expected_end = end.strftime(fmt)
interval = expected_start + "/" + expected_end
actual_start, actual_end = self.processor._get_cost_entry_time_interval(
interval)
self.assertEqual(expected_start, actual_start)
self.assertEqual(expected_end, actual_end)
def test_create_cost_entry_bill(self):
"""Test that a cost entry bill id is returned."""
table_name = AWS_CUR_TABLE_MAP["bill"]
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
self.assertIsNotNone(bill_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
provider_uuid = query.order_by("-id").first().provider_id
self.assertEqual(bill_id, id_in_db)
self.assertIsNotNone(provider_uuid)
def test_create_cost_entry_bill_existing(self):
"""Test that a cost entry bill id is returned from an existing bill."""
table_name = AWS_CUR_TABLE_MAP["bill"]
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
query = self.accessor._get_db_obj_query(table_name)
bill = query.first()
self.processor.current_bill = bill
new_bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
self.assertEqual(bill_id, new_bill_id)
self.processor.current_bill = None
def test_create_cost_entry(self):
"""Test that a cost entry id is returned."""
table_name = AWS_CUR_TABLE_MAP["cost_entry"]
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
self.assertIsNotNone(cost_entry_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
self.assertEqual(cost_entry_id, id_in_db)
def test_create_cost_entry_existing(self):
"""Test that a cost entry id is returned from an existing entry."""
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
interval = self.row.get("identity/TimeInterval")
start, _ = self.processor._get_cost_entry_time_interval(interval)
key = (bill_id, start)
expected_id = random.randint(1, 9)
self.processor.existing_cost_entry_map[key] = expected_id
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
self.assertEqual(cost_entry_id, expected_id)
def test_create_cost_entry_line_item(self):
"""Test that line item data is returned properly."""
bill_id = self.processor._create_cost_entry_bill(
self.row, self.accessor)
cost_entry_id = self.processor._create_cost_entry(
self.row, bill_id, self.accessor)
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.processor._create_cost_entry_line_item(self.row, cost_entry_id,
bill_id, product_id,
pricing_id, reservation_id,
self.accessor)
line_item = None
if self.processor.processed_report.line_items:
line_item = self.processor.processed_report.line_items[-1]
self.assertIsNotNone(line_item)
self.assertIn("tags", line_item)
self.assertEqual(line_item.get("cost_entry_id"), cost_entry_id)
self.assertEqual(line_item.get("cost_entry_bill_id"), bill_id)
self.assertEqual(line_item.get("cost_entry_product_id"), product_id)
self.assertEqual(line_item.get("cost_entry_pricing_id"), pricing_id)
self.assertEqual(line_item.get("cost_entry_reservation_id"),
reservation_id)
self.assertIsNotNone(self.processor.line_item_columns)
def test_create_cost_entry_product(self):
"""Test that a cost entry product id is returned."""
table_name = AWS_CUR_TABLE_MAP["product"]
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.assertIsNotNone(product_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
self.assertEqual(product_id, id_in_db)
def test_create_cost_entry_product_already_processed(self):
"""Test that an already processed product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get("product/sku")
product_name = self.row.get("product/ProductName")
region = self.row.get("product/region")
key = (sku, product_name, region)
self.processor.processed_report.products.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_product_existing(self):
"""Test that a previously existing product id is returned."""
expected_id = random.randint(1, 9)
sku = self.row.get("product/sku")
product_name = self.row.get("product/ProductName")
region = self.row.get("product/region")
key = (sku, product_name, region)
self.processor.existing_product_map.update({key: expected_id})
product_id = self.processor._create_cost_entry_product(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_create_cost_entry_pricing(self):
"""Test that a cost entry pricing id is returned."""
table_name = AWS_CUR_TABLE_MAP["pricing"]
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.assertIsNotNone(pricing_id)
with schema_context(self.schema):
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
self.assertEqual(pricing_id, id_in_db)
def test_create_cost_entry_pricing_already_processed(self):
"""Test that an already processed pricing id is returned."""
expected_id = random.randint(1, 9)
key = "{term}-{unit}".format(term=self.row["pricing/term"],
unit=self.row["pricing/unit"])
self.processor.processed_report.pricing.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_pricing_existing(self):
"""Test that a previously existing pricing id is returned."""
expected_id = random.randint(1, 9)
key = "{term}-{unit}".format(term=self.row["pricing/term"],
unit=self.row["pricing/unit"])
self.processor.existing_pricing_map.update({key: expected_id})
pricing_id = self.processor._create_cost_entry_pricing(
self.row, self.accessor)
self.assertEqual(pricing_id, expected_id)
def test_create_cost_entry_reservation(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = "TestARN"
row = copy.deepcopy(self.row)
row["reservation/ReservationARN"] = arn
table_name = AWS_CUR_TABLE_MAP["reservation"]
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.assertIsNotNone(reservation_id)
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
self.assertEqual(reservation_id, id_in_db)
def test_create_cost_entry_reservation_update(self):
"""Test that a cost entry reservation id is returned."""
# Ensure a reservation exists on the row
arn = "TestARN"
row = copy.deepcopy(self.row)
row["reservation/ReservationARN"] = arn
row["reservation/NumberOfReservations"] = 1
table_name = AWS_CUR_TABLE_MAP["reservation"]
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.assertIsNotNone(reservation_id)
with schema_context(self.schema):
query = self.accessor._get_db_obj_query(table_name)
id_in_db = query.order_by("-id").first().id
self.assertEqual(reservation_id, id_in_db)
row["lineItem/LineItemType"] = "RIFee"
res_count = row["reservation/NumberOfReservations"]
row["reservation/NumberOfReservations"] = res_count + 1
reservation_id = self.processor._create_cost_entry_reservation(
row, self.accessor)
self.assertEqual(reservation_id, id_in_db)
db_row = query.filter(id=id_in_db).first()
self.assertEqual(db_row.number_of_reservations,
row["reservation/NumberOfReservations"])
def test_create_cost_entry_reservation_already_processed(self):
"""Test that an already processed reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get("reservation/ReservationARN")
self.processor.processed_report.reservations.update({arn: expected_id})
reservation_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.assertEqual(reservation_id, expected_id)
def test_create_cost_entry_reservation_existing(self):
"""Test that a previously existing reservation id is returned."""
expected_id = random.randint(1, 9)
arn = self.row.get("reservation/ReservationARN")
self.processor.existing_reservation_map.update({arn: expected_id})
product_id = self.processor._create_cost_entry_reservation(
self.row, self.accessor)
self.assertEqual(product_id, expected_id)
def test_check_for_finalized_bill_bill_is_finalized(self):
"""Verify that a file with invoice_id is marked as finalzed."""
data = []
with open(self.test_report) as f:
reader = csv.DictReader(f)
for row in reader:
data.append(row)
for row in data:
row["bill/InvoiceId"] = "12345"
tmp_file = "/tmp/test_process_finalized_rows.csv"
field_names = data[0].keys()
with open(tmp_file, "w") as f:
writer = csv.DictWriter(f, fieldnames=field_names)
writer.writeheader()
writer.writerows(data)
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
result = processor._check_for_finalized_bill()
self.assertTrue(result)
def test_check_for_finalized_bill_bill_not_finalized(self):
"""Verify that a file without invoice_id is not marked as finalzed."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
result = processor._check_for_finalized_bill()
self.assertFalse(result)
def test_check_for_finalized_bill_empty_bill(self):
"""Verify that an empty file is not marked as finalzed."""
tmp_file = "/tmp/test_process_finalized_rows.csv"
with open(tmp_file, "w"):
pass
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=tmp_file,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
result = processor._check_for_finalized_bill()
self.assertFalse(result)
@patch(
"masu.processor.report_processor_base.ReportProcessorBase._should_process_full_month"
)
def test_delete_line_items_use_data_cutoff_date(self, mock_should_process):
"""Test that only three days of data are deleted."""
mock_should_process.return_value = True
today = self.date_accessor.today_with_timezone("UTC").replace(
hour=0, minute=0, second=0, microsecond=0)
first_of_month = today.replace(day=1)
self.manifest.billing_period_start_datetime = first_of_month
self.manifest.save()
processor = AWSReportProcessor(
schema_name=self.schema,
report_path="",
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
# Get latest data date.
bill_ids = []
with schema_context(self.schema):
bills = self.accessor.get_cost_entry_bills()
for key, value in bills.items():
if key[1] == DateHelper().this_month_start:
bill_ids.append(value)
for bill_id in bill_ids:
with schema_context(self.schema):
line_item_query = self.accessor.get_lineitem_query_for_billid(
bill_id)
undeleted_max_date = line_item_query.aggregate(
max_date=Max("usage_start"))
mock_should_process.return_value = False
processor._delete_line_items(AWSReportDBAccessor,
is_finalized=False)
with schema_context(self.schema):
# bills = self.accessor.get_cost_entry_bills()
# for bill_id in bills.values():
line_item_query = self.accessor.get_lineitem_query_for_billid(
bill_id)
if today.day <= 3:
self.assertEqual(line_item_query.count(), 0)
else:
max_date = line_item_query.aggregate(
max_date=Max("usage_start"))
self.assertLess(
max_date.get("max_date").date(),
processor.data_cutoff_date)
self.assertLess(
max_date.get("max_date").date(),
undeleted_max_date.get("max_date").date())
self.assertNotEqual(line_item_query.count(), 0)
@patch("masu.processor.report_processor_base.DateAccessor")
def test_data_cutoff_date_not_start_of_month(self, mock_date):
"""Test that the data_cuttof_date respects month boundaries."""
today = self.date_accessor.today_with_timezone("UTC").replace(day=10)
expected = today.date() - relativedelta(days=2)
mock_date.return_value.today_with_timezone.return_value = today
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertEqual(expected, processor.data_cutoff_date)
@patch("masu.processor.report_processor_base.DateAccessor")
def test_data_cutoff_date_start_of_month(self, mock_date):
"""Test that the data_cuttof_date respects month boundaries."""
today = self.date_accessor.today_with_timezone("UTC")
first_of_month = today.replace(day=1)
mock_date.return_value.today_with_timezone.return_value = first_of_month
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertEqual(first_of_month.date(), processor.data_cutoff_date)
@patch("masu.processor.report_processor_base.ReportManifestDBAccessor")
def test_should_process_full_month_first_manifest_for_bill(
self, mock_manifest_accessor):
"""Test that we process data for a new bill/manifest completely."""
mock_manifest = Mock()
today = self.date_accessor.today_with_timezone("UTC")
mock_manifest.billing_period_start_datetime = today
mock_manifest.num_processed_files = 1
mock_manifest.num_total_files = 2
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = mock_manifest
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_list_for_provider_and_bill_date.return_value = [ # noqa
mock_manifest
]
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertTrue(processor._should_process_full_month())
@patch("masu.processor.report_processor_base.ReportManifestDBAccessor")
def test_should_process_full_month_not_first_manifest_for_bill(
self, mock_manifest_accessor):
"""Test that we process a window of data for the bill/manifest."""
mock_manifest = Mock()
today = self.date_accessor.today_with_timezone("UTC")
mock_manifest.billing_period_start_datetime = today
mock_manifest.num_processed_files = 1
mock_manifest.num_total_files = 1
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = mock_manifest
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_list_for_provider_and_bill_date.return_value = [ # noqa
mock_manifest,
mock_manifest,
]
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertFalse(processor._should_process_full_month())
@patch("masu.processor.report_processor_base.ReportManifestDBAccessor")
def test_should_process_full_month_manifest_for_not_current_month(
self, mock_manifest_accessor):
"""Test that we process this manifest completely."""
mock_manifest = Mock()
last_month = self.date_accessor.today_with_timezone(
"UTC") - relativedelta(months=1)
mock_manifest.billing_period_start_datetime = last_month
mock_manifest_accessor.return_value.__enter__.return_value.get_manifest_by_id.return_value = mock_manifest
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
self.assertTrue(processor._should_process_full_month())
def test_should_process_full_month_no_manifest(self):
"""Test that we process this manifest completely."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
)
self.assertTrue(processor._should_process_full_month())
def test_should_process_row_within_cuttoff_date(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone("UTC")
row = {"lineItem/UsageStartDate": today.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(
row, "lineItem/UsageStartDate", False)
self.assertTrue(should_process)
def test_should_process_row_outside_cuttoff_date(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone("UTC")
usage_start = today - relativedelta(days=10)
row = {"lineItem/UsageStartDate": usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(
row, "lineItem/UsageStartDate", False)
self.assertFalse(should_process)
def test_should_process_is_full_month(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone("UTC")
usage_start = today - relativedelta(days=10)
row = {"lineItem/UsageStartDate": usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(
row, "lineItem/UsageStartDate", True)
self.assertTrue(should_process)
def test_should_process_is_finalized(self):
"""Test that we correctly determine a row should be processed."""
today = self.date_accessor.today_with_timezone("UTC")
usage_start = today - relativedelta(days=10)
row = {"lineItem/UsageStartDate": usage_start.isoformat()}
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
should_process = processor._should_process_row(
row, "lineItem/UsageStartDate", False, is_finalized=True)
self.assertTrue(should_process)
def test_get_date_column_filter(self):
"""Test that the Azure specific filter is returned."""
processor = AWSReportProcessor(
schema_name=self.schema,
report_path=self.test_report,
compression=UNCOMPRESSED,
provider_uuid=self.aws_provider_uuid,
manifest_id=self.manifest.id,
)
date_filter = processor.get_date_column_filter()
self.assertIn("usage_start__gte", date_filter)
def test_process_memory_value(self):
"""Test that product data has memory properly parsed."""
data = {"memory": None}
result = self.processor._process_memory_value(data)
self.assertIsNone(result.get("memory"))
self.assertIsNone(result.get("memory_unit"))
data = {"memory": "NA"}
result = self.processor._process_memory_value(data)
self.assertIsNone(result.get("memory"))
self.assertIsNone(result.get("memory_unit"))
data = {"memory": "4GiB"}
result = self.processor._process_memory_value(data)
self.assertEqual(result.get("memory"), 4)
self.assertEqual(result.get("memory_unit"), "GiB")
data = {"memory": "4 GB"}
result = self.processor._process_memory_value(data)
self.assertEqual(result.get("memory"), 4)
self.assertEqual(result.get("memory_unit"), "GB")
data = {"memory": "4"}
result = self.processor._process_memory_value(data)
self.assertEqual(result.get("memory"), 4)
self.assertIsNone(result.get("memory_unit"))
