import boto3.exceptions import botocore.exceptions import pytest import boto3 from moto import mock_aws from unittest.mock import patch, MagicMock from unittest import TestCase from src.extract_lambda import list_existing_s3_files, connect_to_database, DBConnectionException, process_and_upload_tables, extract_bucket import logging import os @pytest.fixture(scope='class') def mock_config(): env_vars = { "host": "abc", "port": "5432", "user": "def", "password": "password", "database": "db", } with patch("src.extract_lambda.retrieve_secrets", return_value=env_vars) as mock_config: yield mock_config @pytest.fixture(scope='class') def aws_credentials(): os.environ["AWS_ACCESS_KEY_ID"] = 'testing' os.environ["AWS_SECRET_ACCESS_KEY"] = 'testing' os.environ["AWS_SECURITY_TOKEN"] = 'testing' os.environ["AWS_SESSION_TOKEN"] = 'testing' os.environ["AWS_DEFAULT_REGION"]= 'eu-west-2' @pytest.fixture(scope='class') def s3_client(aws_credentials): with mock_aws(): yield boto3.client('s3') @pytest.fixture(scope='class') def s3_mock_bucket(s3_client): bucket = s3_client.create_bucket(Bucket='extract_bucket', CreateBucketConfiguration={ 'LocationConstraint': 'eu-west-2' }) return bucket class TestListExistingS3Files: def test_error_if_no_bucket(self, s3_client, caplog): logger = logging.getLogger() logger.info('Testing now.') caplog.set_level(logging.ERROR) list_existing_s3_files(client=s3_client) assert 'Error listing S3 objects' in caplog.text def test_error_if_bucket_is_empty(self, s3_client, caplog, s3_mock_bucket): list_existing_s3_files('extract_bucket', client=s3_client) assert 'The bucket is empty' in caplog.text # def test_error_retrieving_object(self, s3_client, caplog, s3_mock_bucket): # s3_client.upload_file('tests/dummy.txt', 'extract_bucket', 'dummy.txt') # list_existing_s3_files(bucket_name='extract_bucket', client=s3_client) # assert 'Error retrieving S3 object dummy.txt: ClientError' in caplog.text def test_retrieves_file_content(self, s3_client, caplog, s3_mock_bucket): s3_client.upload_file('tests/dummy.txt', 'extract_bucket', 'dummy.txt') result = list_existing_s3_files('extract_bucket', client=s3_client) assert list(result.values()) == ['This is a test file.'] class TestConnectToDatabase: def test_connect_to_database(mock_conn, mock_config): ##had mock_config in param with patch("src.extract_lambda.Connection", autospec=True) as mock_conn: connect_to_database() mock_conn.assert_called_with( host="abc", user="def", port="5432", password="password", database="db" ) def test_database_error(self, mock_config): ##had mock_config in param with pytest.raises(DBConnectionException): connect_to_database() def test_logs_interface_error(self, caplog): logger = logging.getLogger() logger.info('Testing now.') caplog.set_level(logging.ERROR) with pytest.raises(DBConnectionException): connect_to_database() assert 'Interface error' in caplog.text ''' class TestProcessAndUploadTables: def test_error_process_and_upload_tables(mock_conn, mock_config, s3_client, caplog): logger = logging.getLogger() logger.info('Testing now.') caplog.set_level(logging.ERROR) #### queries = ["SELECT table_name FROM information_schema.tables WHERE table_schema='public' AND table_type='BASE TABLE';", "SELECT * FROM Fruits;", "SELECT column_name FROM INFORMATION_SCHEMA.COLUMNS where table_name = 'Fruits'"] return_values = [[['Fruits']], [['Vegetable','Sour','Green'],['Berry','Sweet','Red']], [['Food_type'],['Flavour'],['Colour']]] vals = dict(zip(queries,return_values)) #### with patch('src.extract_lambda.connect_to_database') as mock_db: mock_db().run.side_effects = return_values s3_key = 'Fruits/2024/08/15/Fruits_16:46:30.csv' existing_files = {s3_key: 'Food_type,Flavour,Colour\nFruit,Sour,Green\nBerry,Sweet,Red'} s3_client.create_bucket(Bucket='extract_bucket', CreateBucketConfiguration={'LocationConstraint': 'eu-west-2'}) s3_client.upload_file('tests/dummy_identical.csv', 'extract_bucket', s3_key) process_and_upload_tables(mock_db(), existing_files, client=s3_client) assert 'No new data.' in caplog.text '''