def __init__(self, location, body, project_id=None, gcp_conn_id='google_cloud_default', api_version='v1', zip_path=None, validate_body=True, *args, **kwargs): self.project_id = project_id self.location = location self.body = body self.gcp_conn_id = gcp_conn_id self.api_version = api_version self.zip_path = zip_path self.zip_path_preprocessor = ZipPathPreprocessor(body, zip_path) self._field_validator = None if validate_body: self._field_validator = GcpBodyFieldValidator( CLOUD_FUNCTION_VALIDATION, api_version=api_version) self._hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) self._validate_inputs() super().__init__(*args, **kwargs)
def execute(self, context): hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) try: return hook.delete_function(self.name) except HttpError as e: status = e.resp.status if status == 404: self.log.info('The function does not exist in this project') else: self.log.error('An error occurred. Exiting.') raise e
def execute(self, context: Dict): hook = GcfHook(api_version=self.api_version, gcp_conn_id=self.gcp_conn_id) self.log.info('Calling function %s.', self.function_id) result = hook.call_function( function_id=self.function_id, input_data=self.input_data, location=self.location, project_id=self.project_id ) self.log.info('Function called successfully. Execution id %s', result.get('executionId', None)) self.xcom_push(context=context, key='execution_id', value=result.get('executionId', None)) return result
def __init__(self, name, gcp_conn_id='google_cloud_default', api_version='v1', *args, **kwargs): self.name = name self.gcp_conn_id = gcp_conn_id self.api_version = api_version self._validate_inputs() self.hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) super().__init__(*args, **kwargs)
def execute(self, context): hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) if self.zip_path_preprocessor.should_upload_function(): self.body[GCF_SOURCE_UPLOAD_URL] = self._upload_source_code(hook) self._validate_all_body_fields() self._set_airflow_version_label() if not self._check_if_function_exists(hook): self._create_new_function(hook) else: self._update_function(hook)
class GcfFunctionDeleteOperator(BaseOperator): """ Deletes the specified function from Google Cloud Functions. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:GcfFunctionDeleteOperator` :param name: A fully-qualified function name, matching the pattern: `^projects/[^/]+/locations/[^/]+/functions/[^/]+$` :type name: str :param gcp_conn_id: The connection ID to use to connect to Google Cloud Platform. :type gcp_conn_id: str :param api_version: API version used (for example v1 or v1beta1). :type api_version: str """ # [START gcf_function_delete_template_fields] template_fields = ('name', 'gcp_conn_id', 'api_version') # [END gcf_function_delete_template_fields] @apply_defaults def __init__(self, name, gcp_conn_id='google_cloud_default', api_version='v1', *args, **kwargs): self.name = name self.gcp_conn_id = gcp_conn_id self.api_version = api_version self._validate_inputs() self.hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) super().__init__(*args, **kwargs) def _validate_inputs(self): if not self.name: raise AttributeError('Empty parameter: name') else: pattern = FUNCTION_NAME_COMPILED_PATTERN if not pattern.match(self.name): raise AttributeError( 'Parameter name must match pattern: {}'.format( FUNCTION_NAME_PATTERN)) def execute(self, context): try: return self.hook.delete_function(self.name) except HttpError as e: status = e.resp.status if status == 404: self.log.info('The function does not exist in this project') else: self.log.error('An error occurred. Exiting.') raise e
def setUp(self): with mock.patch( 'airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook.__init__', new=mock_base_gcp_hook_no_default_project_id): self.gcf_function_hook_no_project_id = GcfHook(gcp_conn_id='test', api_version='v1')
class TestFunctionHookNoDefaultProjectId(unittest.TestCase): def setUp(self): with mock.patch( 'airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook.__init__', new=mock_base_gcp_hook_no_default_project_id): self.gcf_function_hook_no_project_id = GcfHook(gcp_conn_id='test', api_version='v1') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function_missing_project_id( self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None with self.assertRaises(AirflowException) as cm: self.gcf_function_hook_no_project_id.create_new_function( location=GCF_LOCATION, body={}) create_method.assert_not_called() execute_method.assert_not_called() err = cm.exception self.assertIn("The project id must be passed", str(err)) wait_for_operation_to_complete.assert_not_called() @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function_overridden_project_id( self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook_no_project_id.create_new_function( project_id=GCP_PROJECT_ID_HOOK_UNIT_TEST, location=GCF_LOCATION, body={}) self.assertIsNone(res) create_method.assert_called_once_with( body={}, location='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip_missing_project_id(self, get_conn, requests_put): mck = mock.mock_open() with mock.patch('builtins.open', mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None with self.assertRaises(AirflowException) as cm: self.gcf_function_hook_no_project_id.upload_function_zip( location=GCF_LOCATION, zip_path="/tmp/path.zip") generate_upload_url_method.assert_not_called() execute_method.assert_not_called() mck.assert_not_called() err = cm.exception self.assertIn("The project id must be passed", str(err)) @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip_overridden_project_id(self, get_conn, requests_put): mck, open_module = get_open_mock() with mock.patch('{}.open'.format(open_module), mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None res = self.gcf_function_hook_no_project_id.upload_function_zip( project_id=GCP_PROJECT_ID_HOOK_UNIT_TEST, location=GCF_LOCATION, zip_path="/tmp/path.zip") self.assertEqual("http://uploadHere", res) generate_upload_url_method.assert_called_once_with( parent='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) requests_put.assert_called_once_with( data=mock.ANY, headers={ 'Content-type': 'application/zip', 'x-goog-content-length-range': '0,104857600' }, url='http://uploadHere')
class TestFunctionHookDefaultProjectId(unittest.TestCase): def setUp(self): with mock.patch( 'airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook.__init__', new=mock_base_gcp_hook_default_project_id): self.gcf_function_hook = GcfHook(gcp_conn_id='test', api_version='v1') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function(self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations.\ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.create_new_function(location=GCF_LOCATION, body={}) self.assertIsNone(res) create_method.assert_called_once_with( body={}, location='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function_override_project_id( self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.create_new_function( project_id='new-project', location=GCF_LOCATION, body={}) self.assertIsNone(res) create_method.assert_called_once_with( body={}, location='projects/new-project/locations/location') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_get_function(self, get_conn): get_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.get execute_method = get_method.return_value.execute execute_method.return_value = {"name": "function"} res = self.gcf_function_hook.get_function(name=GCF_FUNCTION) self.assertIsNotNone(res) self.assertEqual('function', res['name']) get_method.assert_called_once_with(name='function') execute_method.assert_called_once_with(num_retries=5) @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_delete_function(self, wait_for_operation_to_complete, get_conn): delete_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.delete execute_method = delete_method.return_value.execute wait_for_operation_to_complete.return_value = None execute_method.return_value = {"name": "operation_id"} res = self.gcf_function_hook.delete_function( # pylint: disable=assignment-from-no-return name=GCF_FUNCTION) self.assertIsNone(res) delete_method.assert_called_once_with(name='function') execute_method.assert_called_once_with(num_retries=5) @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_update_function(self, wait_for_operation_to_complete, get_conn): patch_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.patch execute_method = patch_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.update_function( # pylint: disable=assignment-from-no-return update_mask=['a', 'b', 'c'], name=GCF_FUNCTION, body={}) self.assertIsNone(res) patch_method.assert_called_once_with(body={}, name='function', updateMask='a,b,c') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip(self, get_conn, requests_put): mck, open_module = get_open_mock() with mock.patch('{}.open'.format(open_module), mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None res = self.gcf_function_hook.upload_function_zip( location=GCF_LOCATION, zip_path="/tmp/path.zip") self.assertEqual("http://uploadHere", res) generate_upload_url_method.assert_called_once_with( parent='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) requests_put.assert_called_once_with( data=mock.ANY, headers={ 'Content-type': 'application/zip', 'x-goog-content-length-range': '0,104857600' }, url='http://uploadHere') @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip_overridden_project_id(self, get_conn, requests_put): mck, open_module = get_open_mock() with mock.patch('{}.open'.format(open_module), mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None res = self.gcf_function_hook.upload_function_zip( project_id='new-project', location=GCF_LOCATION, zip_path="/tmp/path.zip") self.assertEqual("http://uploadHere", res) generate_upload_url_method.assert_called_once_with( parent='projects/new-project/locations/location') execute_method.assert_called_once_with(num_retries=5) requests_put.assert_called_once_with( data=mock.ANY, headers={ 'Content-type': 'application/zip', 'x-goog-content-length-range': '0,104857600' }, url='http://uploadHere')
class TestFunctionHookDefaultProjectId(unittest.TestCase): def setUp(self): with mock.patch( 'airflow.contrib.hooks.gcp_api_base_hook.GoogleCloudBaseHook.__init__', new=mock_base_gcp_hook_default_project_id): self.gcf_function_hook = GcfHook(gcp_conn_id='test', api_version='v1') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function(self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations.\ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.create_new_function(location=GCF_LOCATION, body={}) self.assertIsNone(res) create_method.assert_called_once_with( body={}, location='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_create_new_function_override_project_id( self, wait_for_operation_to_complete, get_conn): create_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.create execute_method = create_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.create_new_function( project_id='new-project', location=GCF_LOCATION, body={}) self.assertIsNone(res) create_method.assert_called_once_with( body={}, location='projects/new-project/locations/location') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_get_function(self, get_conn): get_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.get execute_method = get_method.return_value.execute execute_method.return_value = {"name": "function"} res = self.gcf_function_hook.get_function(name=GCF_FUNCTION) self.assertIsNotNone(res) self.assertEqual('function', res['name']) get_method.assert_called_once_with(name='function') execute_method.assert_called_once_with(num_retries=5) @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_delete_function(self, wait_for_operation_to_complete, get_conn): delete_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.delete execute_method = delete_method.return_value.execute wait_for_operation_to_complete.return_value = None execute_method.return_value = {"name": "operation_id"} res = self.gcf_function_hook.delete_function( # pylint: disable=assignment-from-no-return name=GCF_FUNCTION) self.assertIsNone(res) delete_method.assert_called_once_with(name='function') execute_method.assert_called_once_with(num_retries=5) @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') @mock.patch( 'airflow.gcp.hooks.functions.GcfHook._wait_for_operation_to_complete') def test_update_function(self, wait_for_operation_to_complete, get_conn): patch_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.patch execute_method = patch_method.return_value.execute execute_method.return_value = {"name": "operation_id"} wait_for_operation_to_complete.return_value = None res = self.gcf_function_hook.update_function( # pylint: disable=assignment-from-no-return update_mask=['a', 'b', 'c'], name=GCF_FUNCTION, body={}) self.assertIsNone(res) patch_method.assert_called_once_with(body={}, name='function', updateMask='a,b,c') execute_method.assert_called_once_with(num_retries=5) wait_for_operation_to_complete.assert_called_once_with( operation_name='operation_id') @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip(self, get_conn, requests_put): mck, open_module = get_open_mock() with mock.patch('{}.open'.format(open_module), mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None res = self.gcf_function_hook.upload_function_zip( location=GCF_LOCATION, zip_path="/tmp/path.zip") self.assertEqual("http://uploadHere", res) generate_upload_url_method.assert_called_once_with( parent='projects/example-project/locations/location') execute_method.assert_called_once_with(num_retries=5) requests_put.assert_called_once_with( data=mock.ANY, headers={ 'Content-type': 'application/zip', 'x-goog-content-length-range': '0,104857600' }, url='http://uploadHere') @mock.patch('requests.put') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_upload_function_zip_overridden_project_id(self, get_conn, requests_put): mck, open_module = get_open_mock() with mock.patch('{}.open'.format(open_module), mck): generate_upload_url_method = get_conn.return_value.projects.return_value.locations. \ return_value.functions.return_value.generateUploadUrl execute_method = generate_upload_url_method.return_value.execute execute_method.return_value = {"uploadUrl": "http://uploadHere"} requests_put.return_value = None res = self.gcf_function_hook.upload_function_zip( project_id='new-project', location=GCF_LOCATION, zip_path="/tmp/path.zip") self.assertEqual("http://uploadHere", res) generate_upload_url_method.assert_called_once_with( parent='projects/new-project/locations/location') execute_method.assert_called_once_with(num_retries=5) requests_put.assert_called_once_with( data=mock.ANY, headers={ 'Content-type': 'application/zip', 'x-goog-content-length-range': '0,104857600' }, url='http://uploadHere') @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_call_function(self, mock_get_conn): payload = {'executionId': 'wh41ppcyoa6l', 'result': 'Hello World!'} call = mock_get_conn.return_value.projects.return_value.\ locations.return_value.functions.return_value.call call.return_value.execute.return_value = payload function_id = "function1234" input_data = {'key': 'value'} name = "projects/{project_id}/locations/{location}/functions/{function_id}".format( project_id=GCP_PROJECT_ID_HOOK_UNIT_TEST, location=GCF_LOCATION, function_id=function_id) result = self.gcf_function_hook.call_function( function_id=function_id, location=GCF_LOCATION, input_data=input_data, project_id=GCP_PROJECT_ID_HOOK_UNIT_TEST) call.assert_called_once_with(body=input_data, name=name) self.assertDictEqual(result, payload) @mock.patch('airflow.gcp.hooks.functions.GcfHook.get_conn') def test_call_function_error(self, mock_get_conn): payload = {'error': 'Something very bad'} call = mock_get_conn.return_value.projects.return_value. \ locations.return_value.functions.return_value.call call.return_value.execute.return_value = payload function_id = "function1234" input_data = {'key': 'value'} with self.assertRaises(AirflowException): self.gcf_function_hook.call_function( function_id=function_id, location=GCF_LOCATION, input_data=input_data, project_id=GCP_PROJECT_ID_HOOK_UNIT_TEST)
class GcfFunctionDeployOperator(BaseOperator): """ Creates a function in Google Cloud Functions. If a function with this name already exists, it will be updated. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:GcfFunctionDeployOperator` :param location: Google Cloud Platform region where the function should be created. :type location: str :param body: Body of the Cloud Functions definition. The body must be a Cloud Functions dictionary as described in: https://cloud.google.com/functions/docs/reference/rest/v1/projects.locations.functions . Different API versions require different variants of the Cloud Functions dictionary. :type body: dict or google.cloud.functions.v1.CloudFunction :param project_id: (Optional) Google Cloud Platform project ID where the function should be created. :type project_id: str :param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud Platform - default 'google_cloud_default'. :type gcp_conn_id: str :param api_version: (Optional) API version used (for example v1 - default - or v1beta1). :type api_version: str :param zip_path: Path to zip file containing source code of the function. If the path is set, the sourceUploadUrl should not be specified in the body or it should be empty. Then the zip file will be uploaded using the upload URL generated via generateUploadUrl from the Cloud Functions API. :type zip_path: str :param validate_body: If set to False, body validation is not performed. :type validate_body: bool """ # [START gcf_function_deploy_template_fields] template_fields = ('project_id', 'location', 'gcp_conn_id', 'api_version') # [END gcf_function_deploy_template_fields] @apply_defaults def __init__(self, location, body, project_id=None, gcp_conn_id='google_cloud_default', api_version='v1', zip_path=None, validate_body=True, *args, **kwargs): self.project_id = project_id self.location = location self.body = body self.gcp_conn_id = gcp_conn_id self.api_version = api_version self.zip_path = zip_path self.zip_path_preprocessor = ZipPathPreprocessor(body, zip_path) self._field_validator = None if validate_body: self._field_validator = GcpBodyFieldValidator( CLOUD_FUNCTION_VALIDATION, api_version=api_version) self._hook = GcfHook(gcp_conn_id=self.gcp_conn_id, api_version=self.api_version) self._validate_inputs() super().__init__(*args, **kwargs) def _validate_inputs(self): if not self.location: raise AirflowException( "The required parameter 'location' is missing") if not self.body: raise AirflowException("The required parameter 'body' is missing") self.zip_path_preprocessor.preprocess_body() def _validate_all_body_fields(self): if self._field_validator: self._field_validator.validate(self.body) def _create_new_function(self): self._hook.create_new_function(project_id=self.project_id, location=self.location, body=self.body) def _update_function(self): self._hook.update_function(self.body['name'], self.body, self.body.keys()) def _check_if_function_exists(self): name = self.body.get('name') if not name: raise GcpFieldValidationException( "The 'name' field should be present in " "body: '{}'.".format(self.body)) try: self._hook.get_function(name) except HttpError as e: status = e.resp.status if status == 404: return False raise e return True def _upload_source_code(self): return self._hook.upload_function_zip(project_id=self.project_id, location=self.location, zip_path=self.zip_path) def _set_airflow_version_label(self): if 'labels' not in self.body.keys(): self.body['labels'] = {} self.body['labels'].update({ 'airflow-version': 'v' + version.replace('.', '-').replace('+', '-') }) def execute(self, context): if self.zip_path_preprocessor.should_upload_function(): self.body[GCF_SOURCE_UPLOAD_URL] = self._upload_source_code() self._validate_all_body_fields() self._set_airflow_version_label() if not self._check_if_function_exists(): self._create_new_function() else: self._update_function()