def test_delete_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup request
name = client.entity_type_path('[PROJECT]', '[ENTITY_TYPE]')
with pytest.raises(CustomException):
client.delete_entity_type(name)
def test_update_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup request
entity_type = {}
with pytest.raises(CustomException):
client.update_entity_type(entity_type)
def test_create_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup request
parent = client.project_agent_path('[PROJECT]')
entity_type = {}
with pytest.raises(CustomException):
client.create_entity_type(parent, entity_type)
def test_update_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = dialogflow_v2beta1.EntityTypesClient()
# Setup request
entity_type = {}
with pytest.raises(CustomException):
client.update_entity_type(entity_type)
def test_delete_entity_type(self):
channel = ChannelStub()
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
name = client.entity_type_path('[PROJECT]', '[ENTITY_TYPE]')
client.delete_entity_type(name)
assert len(channel.requests) == 1
expected_request = entity_type_pb2.DeleteEntityTypeRequest(name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_delete_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = dialogflow_v2beta1.EntityTypesClient()
# Setup request
name = client.entity_type_path("[PROJECT]", "[ENTITY_TYPE]")
with pytest.raises(CustomException):
client.delete_entity_type(name)
def test_list_entity_types_exception(self):
channel = ChannelStub(responses=[CustomException()])
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = dialogflow_v2beta1.EntityTypesClient()
# Setup request
parent = client.project_agent_path("[PROJECT]")
paged_list_response = client.list_entity_types(parent)
with pytest.raises(CustomException):
list(paged_list_response)
def test_create_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
patch = mock.patch('google.api_core.grpc_helpers.create_channel')
with patch as create_channel:
create_channel.return_value = channel
client = dialogflow_v2beta1.EntityTypesClient()
# Setup request
parent = client.project_agent_path('[PROJECT]')
entity_type = {}
with pytest.raises(CustomException):
client.create_entity_type(parent, entity_type)
def test_delete_entity_type(self):
channel = ChannelStub()
patch = mock.patch("google.api_core.grpc_helpers.create_channel")
with patch as create_channel:
create_channel.return_value = channel
client = dialogflow_v2beta1.EntityTypesClient()
# Setup Request
name = client.entity_type_path("[PROJECT]", "[ENTITY_TYPE]")
client.delete_entity_type(name)
assert len(channel.requests) == 1
expected_request = entity_type_pb2.DeleteEntityTypeRequest(name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def batch_delete_entities(entity_ids):
""" Batch deletes multiple entities
:param entity_ids: list of ids to delete
:return: response which is an operation/ future object. """
client = dialogflow_v2beta1.EntityTypesClient()
parent = client.project_agent_path(PROJECT_ID)
entity_ids_fixed_path = []
# This may seems weird and it seems like it would not be necessary but
# there is a bug with the api and therefore we have to append the
# beginning of the path to every entity_id in order to get this to work.
for entity_id in entity_ids:
entity_ids_fixed_path.append(parent + "/entityTypes/" + entity_id)
return client.batch_delete_entity_types(parent, entity_ids_fixed_path)
def test_batch_delete_entities_exception(self):
# Setup Response
error = status_pb2.Status()
operation = operations_pb2.Operation(
name='operations/test_batch_delete_entities_exception', done=True)
operation.error.CopyFrom(error)
# Mock the API response
channel = ChannelStub(responses=[operation])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
parent = client.entity_type_path('[PROJECT]', '[ENTITY_TYPE]')
entity_values = []
response = client.batch_delete_entities(parent, entity_values)
exception = response.exception()
assert exception.errors[0] == error
def test_batch_update_entity_types_exception(self):
# Setup Response
error = status_pb2.Status()
operation = operations_pb2.Operation(
name='operations/test_batch_update_entity_types_exception',
done=True)
operation.error.CopyFrom(error)
# Mock the API response
channel = ChannelStub(responses=[operation])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
parent = client.project_agent_path('[PROJECT]')
response = client.batch_update_entity_types(parent)
exception = response.exception()
assert exception.errors[0] == error
def get_entities():
"""This method is used for fetching every entity and caching it."""
global entities_loaded
global entities
entities = {}
client = dialogflow_v2beta1.EntityTypesClient()
parent = client.project_agent_path(PROJECT_ID)
# For every entity_type element
for element in client.list_entity_types(parent):
entity_type = element.display_name
for entity in element.entities:
# Get every synonym.
for synonym in entity.synonyms:
# Insert them into the big dictionary.
entities[synonym] = entity_type
entities_loaded = True
def test_get_entity_type(self):
# Setup Expected Response
name_2 = 'name2-1052831874'
display_name = 'displayName1615086568'
expected_response = {'name': name_2, 'display_name': display_name}
expected_response = entity_type_pb2.EntityType(**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
name = client.entity_type_path('[PROJECT]', '[ENTITY_TYPE]')
response = client.get_entity_type(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = entity_type_pb2.GetEntityTypeRequest(name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_batch_update_entity_types_exception(self):
# Setup Response
error = status_pb2.Status()
operation = operations_pb2.Operation(
name='operations/test_batch_update_entity_types_exception',
done=True)
operation.error.CopyFrom(error)
# 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 = dialogflow_v2beta1.EntityTypesClient()
# Setup Request
parent = client.project_agent_path('[PROJECT]')
response = client.batch_update_entity_types(parent)
exception = response.exception()
assert exception.errors[0] == error
def test_batch_delete_entities_exception(self):
# Setup Response
error = status_pb2.Status()
operation = operations_pb2.Operation(
name="operations/test_batch_delete_entities_exception", done=True)
operation.error.CopyFrom(error)
# 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 = dialogflow_v2beta1.EntityTypesClient()
# Setup Request
parent = client.entity_type_path("[PROJECT]", "[ENTITY_TYPE]")
entity_values = []
response = client.batch_delete_entities(parent, entity_values)
exception = response.exception()
assert exception.errors[0] == error
def test_update_entity_type(self):
# Setup Expected Response
name = 'name3373707'
display_name = 'displayName1615086568'
expected_response = {'name': name, 'display_name': display_name}
expected_response = entity_type_pb2.EntityType(**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
entity_type = {}
response = client.update_entity_type(entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = entity_type_pb2.UpdateEntityTypeRequest(
entity_type=entity_type)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def batch_create_entities(entity_types):
""" Creates entites and adds them into a global entity dictionary.
:param entity_types: A list of entity types.
:return: a list of the entity ID's created. """
client = dialogflow_v2beta1.EntityTypesClient()
parent = client.project_agent_path(PROJECT_ID)
# A list of the newly created entities ID's.
ID_list = []
for entity_type in entity_types:
entity_type_out = {
"display_name": entity_type["entity_type_name"],
"kind": "KIND_MAP",
"entities": entity_type["entities"]
}
response = client.create_entity_type(parent, entity_type_out)
ID_list.append(response.name.split("/")[-1])
# After we have inserted all the new entities we get_entities() again.
get_entities()
return ID_list
def test_create_entity_type(self):
# Setup Expected Response
name = 'name3373707'
display_name = 'displayName1615086568'
expected_response = {'name': name, 'display_name': display_name}
expected_response = entity_type_pb2.EntityType(**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2beta1.EntityTypesClient(channel=channel)
# Setup Request
parent = client.project_agent_path('[PROJECT]')
entity_type = {}
response = client.create_entity_type(parent, entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = entity_type_pb2.CreateEntityTypeRequest(
parent=parent, entity_type=entity_type)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_get_entity_type(self):
# Setup Expected Response
name_2 = 'name2-1052831874'
display_name = 'displayName1615086568'
expected_response = {'name': name_2, 'display_name': display_name}
expected_response = entity_type_pb2.EntityType(**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 = dialogflow_v2beta1.EntityTypesClient()
# Setup Request
name = client.entity_type_path('[PROJECT]', '[ENTITY_TYPE]')
response = client.get_entity_type(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = entity_type_pb2.GetEntityTypeRequest(name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
import dialogflow_v2beta1
from dialogflow_v2beta1.types import EntityType
client = dialogflow_v2beta1.EntityTypesClient()
parent = client.project_agent_path('shoppingmalldemo')
entity_type = EntityType(display_name='entity-creation-demo',
kind=EntityType.Kind.Value('KIND_MAP'))
# entity_type = EntityType(name='entity_demo', display_name='Entity creation demo', kind=1)
print entity_type
# response = client.create_entity_type(parent, entity_type)
# print response
# parent = response.name
parent = 'projects/shoppingmalldemo/agent/entityTypes/5b2c3eae-9f8e-46d8-8b6c-16073f685cb4'
entities = [
EntityType.Entity(value='aa3', synonyms=['bb', 'cc']),
EntityType.Entity(value='aa4', synonyms=['bb', 'cc'])
]
response = client.batch_create_entities(parent, entities)
print response
def callback(operation_future):
# Handle result.
result = operation_future.result()
response.add_done_callback(callback)