class TestUpdateSummaryTablesTask(MasuTestCase): """Test cases for Processor summary table Celery tasks.""" @classmethod def setUpClass(cls): """Setup for the class.""" super().setUpClass() cls.aws_tables = list(AWS_CUR_TABLE_MAP.values()) cls.ocp_tables = list(OCP_REPORT_TABLE_MAP.values()) cls.all_tables = list(AWS_CUR_TABLE_MAP.values()) + \ list(OCP_REPORT_TABLE_MAP.values()) report_common_db = ReportingCommonDBAccessor() cls.column_map = report_common_db.column_map report_common_db.close_session() @classmethod def tearDownClass(cls): """Tear down the test class.""" super().tearDownClass() def setUp(self): """Set up each test.""" super().setUp() self.schema_name = self.test_schema self.aws_accessor = AWSReportDBAccessor(schema=self.schema_name, column_map=self.column_map) self.ocp_accessor = OCPReportDBAccessor(schema=self.schema_name, column_map=self.column_map) self.creator = ReportObjectCreator( self.aws_accessor, self.column_map, self.aws_accessor.report_schema.column_types ) # Populate some line item data so that the summary tables # have something to pull from self.start_date = DateAccessor().today_with_timezone('UTC').replace(day=1) last_month = self.start_date - relativedelta.relativedelta(months=1) for cost_entry_date in (self.start_date, last_month): bill = self.creator.create_cost_entry_bill(cost_entry_date) cost_entry = self.creator.create_cost_entry(bill, cost_entry_date) for family in ['Storage', 'Compute Instance', 'Database Storage', 'Database Instance']: product = self.creator.create_cost_entry_product(family) pricing = self.creator.create_cost_entry_pricing() reservation = self.creator.create_cost_entry_reservation() self.creator.create_cost_entry_line_item( bill, cost_entry, product, pricing, reservation ) provider_ocp_uuid = self.ocp_test_provider_uuid with ProviderDBAccessor(provider_uuid=provider_ocp_uuid) as provider_accessor: provider_id = provider_accessor.get_provider().id cluster_id = self.ocp_provider_resource_name for period_date in (self.start_date, last_month): period = self.creator.create_ocp_report_period(period_date, provider_id=provider_id, cluster_id=cluster_id) report = self.creator.create_ocp_report(period, period_date) for _ in range(25): self.creator.create_ocp_usage_line_item(period, report) def tearDown(self): """Return the database to a pre-test state.""" for table_name in self.aws_tables: tables = self.aws_accessor._get_db_obj_query(table_name).all() for table in tables: self.aws_accessor._session.delete(table) self.aws_accessor.commit() for table_name in self.ocp_tables: tables = self.ocp_accessor._get_db_obj_query(table_name).all() for table in tables: self.ocp_accessor._session.delete(table) self.ocp_accessor.commit() self.aws_accessor._session.rollback() self.aws_accessor.close_connections() self.aws_accessor.close_session() self.ocp_accessor.close_connections() self.ocp_accessor.close_session() super().tearDown() @patch('masu.processor.tasks.update_charge_info') def test_update_summary_tables_aws(self, mock_charge_info): """Test that the summary table task runs.""" provider = 'AWS' provider_aws_uuid = self.aws_test_provider_uuid daily_table_name = AWS_CUR_TABLE_MAP['line_item_daily'] summary_table_name = AWS_CUR_TABLE_MAP['line_item_daily_summary'] start_date = self.start_date.replace(day=1) + relativedelta.relativedelta(months=-1) daily_query = self.aws_accessor._get_db_obj_query(daily_table_name) summary_query = self.aws_accessor._get_db_obj_query(summary_table_name) initial_daily_count = daily_query.count() initial_summary_count = summary_query.count() self.assertEqual(initial_daily_count, 0) self.assertEqual(initial_summary_count, 0) update_summary_tables(self.schema_name, provider, provider_aws_uuid, start_date) self.assertNotEqual(daily_query.count(), initial_daily_count) self.assertNotEqual(summary_query.count(), initial_summary_count) @patch('masu.processor.tasks.update_charge_info') def test_update_summary_tables_aws_end_date(self, mock_charge_info): """Test that the summary table task respects a date range.""" provider = 'AWS' provider_aws_uuid = self.aws_test_provider_uuid ce_table_name = AWS_CUR_TABLE_MAP['cost_entry'] daily_table_name = AWS_CUR_TABLE_MAP['line_item_daily'] summary_table_name = AWS_CUR_TABLE_MAP['line_item_daily_summary'] start_date = self.start_date.replace(day=1, hour=0, minute=0, second=0, microsecond=0) + relativedelta.relativedelta(months=-1) end_date = start_date + timedelta(days=10) end_date = end_date.replace(hour=23, minute=59, second=59) daily_table = getattr(self.aws_accessor.report_schema, daily_table_name) summary_table = getattr(self.aws_accessor.report_schema, summary_table_name) ce_table = getattr(self.aws_accessor.report_schema, ce_table_name) ce_start_date = self.aws_accessor._session\ .query(func.min(ce_table.interval_start))\ .filter(ce_table.interval_start >= start_date).first()[0] ce_end_date = self.aws_accessor._session\ .query(func.max(ce_table.interval_start))\ .filter(ce_table.interval_start <= end_date).first()[0] # The summary tables will only include dates where there is data expected_start_date = max(start_date, ce_start_date) expected_start_date = expected_start_date.replace(hour=0, minute=0, second=0, microsecond=0) expected_end_date = min(end_date, ce_end_date) expected_end_date = expected_end_date.replace(hour=0, minute=0, second=0, microsecond=0) update_summary_tables(self.schema_name, provider, provider_aws_uuid, start_date, end_date) result_start_date, result_end_date = self.aws_accessor._session.query( func.min(daily_table.usage_start), func.max(daily_table.usage_end) ).first() self.assertEqual(result_start_date, expected_start_date) self.assertEqual(result_end_date, expected_end_date) result_start_date, result_end_date = self.aws_accessor._session.query( func.min(summary_table.usage_start), func.max(summary_table.usage_end) ).first() self.assertEqual(result_start_date, expected_start_date) self.assertEqual(result_end_date, expected_end_date) @patch('masu.processor.tasks.update_charge_info') @patch('masu.database.ocp_rate_db_accessor.OCPRateDBAccessor.get_memory_gb_usage_per_hour_rates') @patch('masu.database.ocp_rate_db_accessor.OCPRateDBAccessor.get_cpu_core_usage_per_hour_rates') def test_update_summary_tables_ocp(self, mock_cpu_rate, mock_mem_rate, mock_charge_info): """Test that the summary table task runs.""" mem_rate = {'tiered_rate': [{'value': '1.5', 'unit': 'USD'}]} cpu_rate = {'tiered_rate': [{'value': '2.5', 'unit': 'USD'}]} mock_cpu_rate.return_value = cpu_rate mock_mem_rate.return_value = mem_rate provider = 'OCP' provider_ocp_uuid = self.ocp_test_provider_uuid daily_table_name = OCP_REPORT_TABLE_MAP['line_item_daily'] start_date = self.start_date.replace(day=1) + relativedelta.relativedelta(months=-1) daily_query = self.ocp_accessor._get_db_obj_query(daily_table_name) initial_daily_count = daily_query.count() self.assertEqual(initial_daily_count, 0) update_summary_tables(self.schema_name, provider, provider_ocp_uuid, start_date) self.assertNotEqual(daily_query.count(), initial_daily_count) update_charge_info(schema_name=self.test_schema, provider_uuid=provider_ocp_uuid) table_name = OCP_REPORT_TABLE_MAP['line_item_daily_summary'] with ProviderDBAccessor(provider_ocp_uuid) as provider_accessor: provider_obj = provider_accessor.get_provider() usage_period_qry = self.ocp_accessor.get_usage_period_query_by_provider(provider_obj.id) cluster_id = usage_period_qry.first().cluster_id items = self.ocp_accessor._get_db_obj_query(table_name).filter_by(cluster_id=cluster_id) for item in items: self.assertIsNotNone(item.pod_charge_memory_gigabyte_hours) self.assertIsNotNone(item.pod_charge_cpu_core_hours) storage_daily_name = OCP_REPORT_TABLE_MAP['storage_line_item_daily'] items = self.ocp_accessor._get_db_obj_query(storage_daily_name).filter_by(cluster_id=cluster_id) for item in items: self.assertIsNotNone(item.volume_request_storage_byte_seconds) self.assertIsNotNone(item.persistentvolumeclaim_usage_byte_seconds) storage_summary_name = OCP_REPORT_TABLE_MAP['storage_line_item_daily_summary'] items = self.ocp_accessor._get_db_obj_query(storage_summary_name).filter_by(cluster_id=cluster_id) for item in items: self.assertIsNotNone(item.volume_request_storage_gigabyte_months) self.assertIsNotNone(item.persistentvolumeclaim_usage_gigabyte_months) @patch('masu.processor.tasks.update_charge_info') @patch('masu.database.ocp_rate_db_accessor.OCPRateDBAccessor.get_memory_gb_usage_per_hour_rates') @patch('masu.database.ocp_rate_db_accessor.OCPRateDBAccessor.get_cpu_core_usage_per_hour_rates') def test_update_summary_tables_ocp_end_date(self, mock_cpu_rate, mock_mem_rate, mock_charge_info, ): """Test that the summary table task respects a date range.""" mock_cpu_rate.return_value = 1.5 mock_mem_rate.return_value = 2.5 provider = 'OCP' provider_ocp_uuid = self.ocp_test_provider_uuid ce_table_name = OCP_REPORT_TABLE_MAP['report'] daily_table_name = OCP_REPORT_TABLE_MAP['line_item_daily'] start_date = self.start_date.replace(day=1, hour=0, minute=0, second=0, microsecond=0) + relativedelta.relativedelta(months=-1) end_date = start_date + timedelta(days=10) end_date = end_date.replace(hour=23, minute=59, second=59) daily_table = getattr(self.ocp_accessor.report_schema, daily_table_name) ce_table = getattr(self.ocp_accessor.report_schema, ce_table_name) ce_start_date = self.ocp_accessor._session\ .query(func.min(ce_table.interval_start))\ .filter(ce_table.interval_start >= start_date).first()[0] ce_end_date = self.ocp_accessor._session\ .query(func.max(ce_table.interval_start))\ .filter(ce_table.interval_start <= end_date).first()[0] # The summary tables will only include dates where there is data expected_start_date = max(start_date, ce_start_date) expected_start_date = expected_start_date.replace(hour=0, minute=0, second=0, microsecond=0) expected_end_date = min(end_date, ce_end_date) expected_end_date = expected_end_date.replace(hour=0, minute=0, second=0, microsecond=0) update_summary_tables(self.schema_name, provider, provider_ocp_uuid, start_date, end_date) result_start_date, result_end_date = self.ocp_accessor._session.query( func.min(daily_table.usage_start), func.max(daily_table.usage_end) ).first() self.assertEqual(result_start_date, expected_start_date) self.assertEqual(result_end_date, expected_end_date) def test_update_charge_info_aws(self): """Test that update_charge_info is not called for AWS.""" update_charge_info(schema_name=self.test_schema, provider_uuid=self.aws_test_provider_uuid) # FIXME: no asserts on test @patch('masu.processor.tasks.update_summary_tables') def test_get_report_data_for_all_providers(self, mock_update): """Test GET report_data endpoint with provider_uuid=*.""" start_date = date.today() update_all_summary_tables(start_date) mock_update.delay.assert_called_with( ANY, ANY, ANY, str(start_date), ANY)
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): 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) self.manifest_accessor.commit() 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_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_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'] 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_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'] 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_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_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() self.manifest_accessor.commit() 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 = [] 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['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)