def test_get_dataset(self):
# Setup Expected Response
name_2 = "name2-1052831874"
display_name = "displayName1615086568"
description = "description-1724546052"
example_count = 1517063674
etag = "etag3123477"
expected_response = {
"name": name_2,
"display_name": display_name,
"description": description,
"example_count": example_count,
"etag": etag,
}
expected_response = dataset_pb2.Dataset(**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = automl_v1.AutoMlClient()
# Setup Request
name = client.dataset_path("[PROJECT]", "[LOCATION]", "[DATASET]")
response = client.get_dataset(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = service_pb2.GetDatasetRequest(name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_update_dataset(self):
# Setup Expected Response
name = "name3373707"
display_name = "displayName1615086568"
description = "description-1724546052"
example_count = 1517063674
etag = "etag3123477"
expected_response = {
"name": name,
"display_name": display_name,
"description": description,
"example_count": example_count,
"etag": etag,
}
expected_response = dataset_pb2.Dataset(**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = automl_v1.AutoMlClient()
# Setup Request
dataset = {}
update_mask = {}
response = client.update_dataset(dataset, update_mask)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = service_pb2.UpdateDatasetRequest(
dataset=dataset, update_mask=update_mask)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_create_dataset(self):
# Setup Expected Response
name = "name3373707"
display_name = "displayName1615086568"
description = "description-1724546052"
example_count = 1517063674
etag = "etag3123477"
expected_response = {
"name": name,
"display_name": display_name,
"description": description,
"example_count": example_count,
"etag": etag,
}
expected_response = dataset_pb2.Dataset(**expected_response)
operation = operations_pb2.Operation(
name="operations/test_create_dataset", 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_v1.AutoMlClient()
# Setup Request
parent = client.location_path("[PROJECT]", "[LOCATION]")
dataset = {}
response = client.create_dataset(parent, dataset)
result = response.result()
assert expected_response == result
assert len(channel.requests) == 1
expected_request = service_pb2.CreateDatasetRequest(
parent=parent, dataset=dataset
)
actual_request = channel.requests[0][1]
assert expected_request == actual_request