def test_file_splitting(self, gcs_hook_mock_class, mssql_hook_mock_class):
"""Test that ndjson is split by approx_max_file_size_bytes param."""
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
expected_upload = {
JSON_FILENAME.format(0): b''.join(NDJSON_LINES[:2]),
JSON_FILENAME.format(1): NDJSON_LINES[2],
}
def _assert_upload(bucket,
obj,
tmp_filename,
mime_type=None,
gzip=False):
self.assertEqual(BUCKET, bucket)
self.assertEqual('application/json', mime_type)
self.assertEqual(GZIP, gzip)
with open(tmp_filename, 'rb') as file:
self.assertEqual(expected_upload[obj], file.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME,
approx_max_file_size_bytes=len(
expected_upload[JSON_FILENAME.format(0)]))
op.execute(None)
def test_exec_success_json(self, gcs_hook_mock_class,
mssql_hook_mock_class):
"""Test successful run of execute function for JSON"""
op = MsSqlToGoogleCloudStorageOperator(task_id=TASK_ID,
mssql_conn_id=MSSQL_CONN_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME)
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
def _assert_upload(bucket,
obj,
tmp_filename,
mime_type=None,
gzip=False):
self.assertEqual(BUCKET, bucket)
self.assertEqual(JSON_FILENAME.format(0), obj)
self.assertEqual('application/json', mime_type)
self.assertEqual(GZIP, gzip)
with open(tmp_filename, 'rb') as file:
self.assertEqual(b''.join(NDJSON_LINES), file.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op.execute(None)
mssql_hook_mock_class.assert_called_once_with(
mssql_conn_id=MSSQL_CONN_ID)
mssql_hook_mock.get_conn().cursor().execute.assert_called_once_with(
SQL)
def test_schema_file(self, gcs_hook_mock_class, mssql_hook_mock_class):
"""Test writing schema files."""
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
def _assert_upload(bucket, obj, tmp_filename, mime_type, gzip):
if obj == SCHEMA_FILENAME:
with open(tmp_filename, 'rb') as file:
self.assertEqual(b''.join(SCHEMA_JSON), file.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME,
schema_filename=SCHEMA_FILENAME)
op.execute(None)
# once for the file and once for the schema
self.assertEqual(2, gcs_hook_mock.upload.call_count)
def test_exec_success_json(self, gcs_hook_mock_class, mssql_hook_mock_class):
"""Test successful run of execute function for JSON"""
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID,
mssql_conn_id=MSSQL_CONN_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME)
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
def _assert_upload(bucket, obj, tmp_filename, mime_type=None, gzip=False):
self.assertEqual(BUCKET, bucket)
self.assertEqual(JSON_FILENAME.format(0), obj)
self.assertEqual('application/json', mime_type)
self.assertEqual(GZIP, gzip)
with open(tmp_filename, 'rb') as f:
self.assertEqual(b''.join(NDJSON_LINES), f.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op.execute(None)
mssql_hook_mock_class.assert_called_once_with(mssql_conn_id=MSSQL_CONN_ID)
mssql_hook_mock.get_conn().cursor().execute.assert_called_once_with(SQL)
def test_schema_file(self, gcs_hook_mock_class, mssql_hook_mock_class):
"""Test writing schema files."""
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
def _assert_upload(bucket, obj, tmp_filename, mime_type, gzip):
if obj == SCHEMA_FILENAME:
with open(tmp_filename, 'rb') as f:
self.assertEqual(b''.join(SCHEMA_JSON), f.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME,
schema_filename=SCHEMA_FILENAME)
op.execute(None)
# once for the file and once for the schema
self.assertEqual(2, gcs_hook_mock.upload.call_count)
def test_file_splitting(self, gcs_hook_mock_class, mssql_hook_mock_class):
"""Test that ndjson is split by approx_max_file_size_bytes param."""
mssql_hook_mock = mssql_hook_mock_class.return_value
mssql_hook_mock.get_conn().cursor().__iter__.return_value = iter(ROWS)
mssql_hook_mock.get_conn().cursor().description = CURSOR_DESCRIPTION
gcs_hook_mock = gcs_hook_mock_class.return_value
expected_upload = {
JSON_FILENAME.format(0): b''.join(NDJSON_LINES[:2]),
JSON_FILENAME.format(1): NDJSON_LINES[2],
}
def _assert_upload(bucket, obj, tmp_filename, mime_type=None, gzip=False):
self.assertEqual(BUCKET, bucket)
self.assertEqual('application/json', mime_type)
self.assertEqual(GZIP, gzip)
with open(tmp_filename, 'rb') as f:
self.assertEqual(expected_upload[obj], f.read())
gcs_hook_mock.upload.side_effect = _assert_upload
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID,
sql=SQL,
bucket=BUCKET,
filename=JSON_FILENAME,
approx_max_file_size_bytes=len(expected_upload[JSON_FILENAME.format(0)]))
op.execute(None)
def test_init(self):
"""Test MySqlToGoogleCloudStorageOperator instance is properly initialized."""
op = MsSqlToGoogleCloudStorageOperator(
task_id=TASK_ID, sql=SQL, bucket=BUCKET, filename=JSON_FILENAME)
self.assertEqual(op.task_id, TASK_ID)
self.assertEqual(op.sql, SQL)
self.assertEqual(op.bucket, BUCKET)
self.assertEqual(op.filename, JSON_FILENAME)