def test_create_productset_autogenerated_id(self, get_conn):
# Given
autogenerated_id = 'autogen-id'
response_product_set = ProductSet(
name=ProductSearchClient.product_set_path(PROJECT_ID_TEST, LOC_ID_TEST, autogenerated_id)
)
create_product_set_method = get_conn.return_value.create_product_set
create_product_set_method.return_value = response_product_set
parent = ProductSearchClient.location_path(PROJECT_ID_TEST, LOC_ID_TEST)
product_set = ProductSet()
# When
result = self.hook.create_product_set(
location=LOC_ID_TEST, product_set_id=None, product_set=product_set, project_id=PROJECT_ID_TEST
)
# Then
# ProductSet ID was not provided in the method call above. Should be extracted from the API response
# and returned.
self.assertEqual(result, autogenerated_id)
create_product_set_method.assert_called_once_with(
parent=parent,
product_set=product_set,
product_set_id=None,
retry=None,
timeout=None,
metadata=None,
)
def test_update_productset_explicit_name_missing_params_for_constructed_name(
self, location, product_set_id, get_conn
):
# Given
explicit_ps_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST_2, LOC_ID_TEST_2, PRODUCTSET_ID_TEST_2
)
product_set = ProductSet(name=explicit_ps_name)
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = product_set
# When
result = self.hook.update_product_set(
location=location,
product_set_id=product_set_id,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
# Then
self.assertEqual(result, MessageToDict(product_set))
update_product_set_method.assert_called_once_with(
product_set=ProductSet(name=explicit_ps_name),
metadata=None,
retry=None,
timeout=None,
update_mask=None,
)
def test_update_productset_no_explicit_name(self, get_conn):
# Given
product_set = ProductSet()
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = product_set
productset_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST, LOC_ID_TEST, PRODUCTSET_ID_TEST
)
# When
result = self.hook.update_product_set(
location=LOC_ID_TEST,
product_set_id=PRODUCTSET_ID_TEST,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
# Then
self.assertEqual(result, MessageToDict(product_set))
update_product_set_method.assert_called_once_with(
product_set=ProductSet(name=productset_name),
metadata=None,
retry=None,
timeout=None,
update_mask=None,
)
def test_create_productset_explicit_id(self, get_conn):
# Given
create_product_set_method = get_conn.return_value.create_product_set
create_product_set_method.return_value = None
parent = ProductSearchClient.location_path(PROJECT_ID_TEST, LOC_ID_TEST)
product_set = ProductSet()
# When
result = self.hook.create_product_set(
location=LOC_ID_TEST,
product_set_id=PRODUCTSET_ID_TEST,
product_set=product_set,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
# Then
# ProductSet ID was provided explicitly in the method call above, should be returned from the method
self.assertEqual(result, PRODUCTSET_ID_TEST)
create_product_set_method.assert_called_once_with(
parent=parent,
product_set=product_set,
product_set_id=PRODUCTSET_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
def test_update_productset_no_explicit_name_and_missing_params_for_constructed_name(
self, location, product_set_id, get_conn
):
# Given
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = None
product_set = ProductSet()
# When
with self.assertRaises(AirflowException) as cm:
self.hook.update_product_set(
location=location,
product_set_id=product_set_id,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
err = cm.exception
self.assertTrue(err)
self.assertIn(
"Unable to determine the ProductSet name. Please either set the name directly in the "
"ProductSet object or provide the `location` and `productset_id` parameters.",
str(err),
)
update_product_set_method.assert_not_called()
def test_create_productset_autogenerated_id_wrong_api_response(self, get_conn):
# Given
response_product_set = None
create_product_set_method = get_conn.return_value.create_product_set
create_product_set_method.return_value = response_product_set
parent = ProductSearchClient.location_path(PROJECT_ID_TEST, LOC_ID_TEST)
product_set = ProductSet()
# When
with self.assertRaises(AirflowException) as cm:
self.hook.create_product_set(
location=LOC_ID_TEST,
product_set_id=None,
product_set=product_set,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
# Then
# API response was wrong (None) and thus ProductSet ID extraction should fail.
err = cm.exception
self.assertIn('Unable to get name from response...', str(err))
create_product_set_method.assert_called_once_with(
parent=parent,
product_set=product_set,
product_set_id=None,
retry=None,
timeout=None,
metadata=None,
)
def test_update_productset_explicit_name_different_from_constructed(
self, get_conn):
# Given
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = None
explicit_ps_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST_2, LOC_ID_TEST_2, PRODUCTSET_ID_TEST_2)
product_set = ProductSet(name=explicit_ps_name)
template_ps_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST, LOC_ID_TEST, PRODUCTSET_ID_TEST)
# When
# Location and product_set_id are passed in addition to a ProductSet with an explicit name,
# but both names differ (constructed != explicit).
# Should throw AirflowException in this case.
with self.assertRaises(AirflowException) as cm:
self.hook.update_product_set(
location=LOC_ID_TEST,
product_set_id=PRODUCTSET_ID_TEST,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
err = cm.exception
# self.assertIn("The required parameter 'project_id' is missing", str(err))
self.assertTrue(err)
self.assertIn(
ERR_DIFF_NAMES.format(explicit_name=explicit_ps_name,
constructed_name=template_ps_name,
label="ProductSet",
id_label="productset_id"), str(err))
update_product_set_method.assert_not_called()
def test_update_productset_no_explicit_name_and_missing_params_for_constructed_name(
self, location, product_set_id, get_conn
):
# Given
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = None
product_set = ProductSet()
# When
with self.assertRaises(AirflowException) as cm:
self.hook.update_product_set(
location=location,
product_set_id=product_set_id,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
err = cm.exception
self.assertTrue(err)
self.assertIn(
ERR_UNABLE_TO_CREATE.format(label='ProductSet', id_label='productset_id'),
str(err)
)
update_product_set_method.assert_not_called()
def test_get_productset(self, get_conn):
# Given
name = ProductSearchClient.product_set_path(PROJECT_ID_TEST, LOC_ID_TEST, PRODUCTSET_ID_TEST)
response_product_set = ProductSet(name=name)
get_product_set_method = get_conn.return_value.get_product_set
get_product_set_method.return_value = response_product_set
# When
response = self.hook.get_product_set(
location=LOC_ID_TEST, product_set_id=PRODUCTSET_ID_TEST, project_id=PROJECT_ID_TEST
)
# Then
self.assertTrue(response)
self.assertEqual(response, MessageToDict(response_product_set))
get_product_set_method.assert_called_once_with(name=name, retry=None, timeout=None, metadata=None)
def test_update_productset_explicit_name_different_from_constructed(
self, get_conn):
# Given
update_product_set_method = get_conn.return_value.update_product_set
update_product_set_method.return_value = None
hook = self.vision_hook_default_project_id
explicit_ps_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST_2, LOC_ID_TEST_2, PRODUCTSET_ID_TEST_2)
product_set = ProductSet(name=explicit_ps_name)
template_ps_name = ProductSearchClient.product_set_path(
PROJECT_ID_TEST, LOC_ID_TEST, PRODUCTSET_ID_TEST)
# When
# Location and product_set_id are passed in addition to a ProductSet with an explicit name,
# but both names differ (constructed != explicit).
# Should throw AirflowException in this case.
with self.assertRaises(AirflowException) as cm:
hook.update_product_set(
location=LOC_ID_TEST,
product_set_id=PRODUCTSET_ID_TEST,
product_set=product_set,
update_mask=None,
project_id=PROJECT_ID_TEST,
retry=None,
timeout=None,
metadata=None,
)
err = cm.exception
# self.assertIn("The required parameter 'project_id' is missing", str(err))
self.assertTrue(err)
self.assertIn(
"The ProductSet name provided in the object ({}) is different than the name "
"created from the input parameters ({}). Please either: 1) Remove the ProductSet "
"name, 2) Remove the location and productset_id parameters, 3) Unify the "
"ProductSet name and input parameters.".format(
explicit_ps_name, template_ps_name),
str(err),
)
update_product_set_method.assert_not_called()
CloudVisionProductSetUpdateOperator,
CloudVisionProductSetDeleteOperator,
CloudVisionProductCreateOperator,
CloudVisionProductGetOperator,
CloudVisionProductUpdateOperator,
CloudVisionProductDeleteOperator,
)
default_args = {'start_date': airflow.utils.dates.days_ago(1)}
# [START howto_operator_vision_args_common]
GCP_VISION_LOCATION = os.environ.get('GCP_VISION_LOCATION', 'europe-west1')
# [END howto_operator_vision_args_common]
# [START howto_operator_vision_productset]
product_set = ProductSet(display_name='My Product Set 1')
# [END howto_operator_vision_productset]
# [START howto_operator_vision_product]
product = Product(display_name='My Product 1', product_category='toys')
# [END howto_operator_vision_product]
# [START howto_operator_vision_productset_explicit_id]
GCP_VISION_PRODUCT_SET_ID = os.environ.get('GCP_VISION_PRODUCT_SET_ID',
'product_set_explicit_id')
# [END howto_operator_vision_productset_explicit_id]
# [START howto_operator_vision_product_explicit_id]
GCP_VISION_PRODUCT_ID = os.environ.get('GCP_VISION_PRODUCT_ID',
'product_explicit_id')
# [END howto_operator_vision_product_explicit_id]
CloudVisionProductCreateOperator,
CloudVisionProductGetOperator,
CloudVisionProductUpdateOperator,
CloudVisionProductDeleteOperator,
)
try:
# noinspection PyProtectedMember
from unittest import mock
except ImportError:
try:
import mock
except ImportError:
mock = None
PRODUCTSET_TEST = ProductSet(display_name='Test Product Set')
PRODUCTSET_ID_TEST = 'my-productset'
PRODUCT_TEST = Product(display_name='My Product 1', product_category='toys')
PRODUCT_ID_TEST = 'my-product'
LOCATION_TEST = 'europe-west1'
GCP_CONN_ID = 'google_cloud_default'
class CloudVisionProductSetCreateTest(unittest.TestCase):
@mock.patch('airflow.contrib.operators.gcp_vision_operator.CloudVisionHook'
)
def test_minimal_green_path(self, mock_hook):
mock_hook.return_value.create_product_set.return_value = {}
op = CloudVisionProductSetCreateOperator(location=LOCATION_TEST,
product_set=PRODUCTSET_TEST,
task_id='id')