def test_create_model(self):
# Setup Expected Response
name = "name3373707"
display_name = "displayName1615086568"
dataset_id = "datasetId-2115646910"
expected_response = {
"name": name,
"display_name": display_name,
"dataset_id": dataset_id,
}
expected_response = model_pb2.Model(**expected_response)
operation = operations_pb2.Operation(
name="operations/test_create_model", done=True
)
operation.response.Pack(expected_response)
# Mock the API response
channel = ChannelStub(responses=[operation])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = automl_v1beta1.AutoMlClient()
# Setup Request
parent = client.location_path("[PROJECT]", "[LOCATION]")
model = {}
response = client.create_model(parent, model)
result = response.result()
assert expected_response == result
assert len(channel.requests) == 1
expected_request = service_pb2.CreateModelRequest(parent=parent, model=model)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_create_model(self):
# Setup Expected Response
name = 'name3373707'
display_name = 'displayName1615086568'
dataset_id = 'datasetId-2115646910'
expected_response = {
'name': name,
'display_name': display_name,
'dataset_id': dataset_id
}
expected_response = model_pb2.Model(**expected_response)
operation = operations_pb2.Operation(
name='operations/test_create_model', done=True)
operation.response.Pack(expected_response)
# Mock the API response
channel = ChannelStub(responses=[operation])
client = automl_v1beta1.AutoMlClient(channel=channel)
# Setup Request
parent = client.location_path('[PROJECT]', '[LOCATION]')
model = {}
response = client.create_model(parent, model)
result = response.result()
assert expected_response == result
assert len(channel.requests) == 1
expected_request = service_pb2.CreateModelRequest(
parent=parent, model=model)
actual_request = channel.requests[0][1]
assert expected_request == actual_request