def test_get_session_entity_type(self):
# Setup Expected Response
name_2 = 'name2-1052831874'
expected_response = {'name': name_2}
expected_response = session_entity_type_pb2.SessionEntityType(
**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_v2.SessionEntityTypesClient()
# Setup Request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
response = client.get_session_entity_type(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.GetSessionEntityTypeRequest(
name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_list_session_entity_types(self):
# Setup Expected Response
next_page_token = ''
session_entity_types_element = {}
session_entity_types = [session_entity_types_element]
expected_response = {
'next_page_token': next_page_token,
'session_entity_types': session_entity_types
}
expected_response = session_entity_type_pb2.ListSessionEntityTypesResponse(
**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_v2.SessionEntityTypesClient()
# Setup Request
parent = client.session_path('[PROJECT]', '[SESSION]')
paged_list_response = client.list_session_entity_types(parent)
resources = list(paged_list_response)
assert len(resources) == 1
assert expected_response.session_entity_types[0] == resources[0]
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.ListSessionEntityTypesRequest(
parent=parent)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_update_session_entity_type(self):
# Setup Expected Response
name = 'name3373707'
expected_response = {'name': name}
expected_response = session_entity_type_pb2.SessionEntityType(
**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_v2.SessionEntityTypesClient()
# Setup Request
session_entity_type = {}
response = client.update_session_entity_type(session_entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.UpdateSessionEntityTypeRequest(
session_entity_type=session_entity_type)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def create_session_entity_type(project_id, session_id, entity_values,
entity_type_display_name,
entity_override_mode):
"""Create a session entity type with the given display name."""
import dialogflow_v2 as dialogflow
session_entity_types_client = dialogflow.SessionEntityTypesClient()
session_path = session_entity_types_client.session_path(
project_id, session_id)
session_entity_type_name = (
session_entity_types_client.session_entity_type_path(
project_id, session_id, entity_type_display_name))
# Here we use the entity value as the only synonym.
entities = [
dialogflow.types.EntityType.Entity(value=value, synonyms=[value])
for value in entity_values
]
session_entity_type = dialogflow.types.SessionEntityType(
name=session_entity_type_name,
entity_override_mode=entity_override_mode,
entities=entities)
response = session_entity_types_client.create_session_entity_type(
session_path, session_entity_type)
print('SessionEntityType created: \n\n{}'.format(response))
def test_create_session_entity_type(self):
# Setup Expected Response
name = "name3373707"
expected_response = {"name": name}
expected_response = session_entity_type_pb2.SessionEntityType(
**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_v2.SessionEntityTypesClient()
# Setup Request
parent = "parent-995424086"
session_entity_type = {}
response = client.create_session_entity_type(parent, session_entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.CreateSessionEntityTypeRequest(
parent=parent, session_entity_type=session_entity_type
)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_get_session_entity_type(self):
# Setup Expected Response
name_2 = "name2-1052831874"
expected_response = {"name": name_2}
expected_response = session_entity_type_pb2.SessionEntityType(
**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_v2.SessionEntityTypesClient()
# Setup Request
name = "name3373707"
response = client.get_session_entity_type(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.GetSessionEntityTypeRequest(
name=name
)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_list_session_entity_types_exception(self):
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup request
parent = client.session_path('[PROJECT]', '[SESSION]')
paged_list_response = client.list_session_entity_types(parent)
with pytest.raises(CustomException):
list(paged_list_response)
def test_update_session_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup request
session_entity_type = {}
with pytest.raises(CustomException):
client.update_session_entity_type(session_entity_type)
def test_delete_session_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
with pytest.raises(CustomException):
client.delete_session_entity_type(name)
def test_create_session_entity_type_exception(self):
# Mock the API response
channel = ChannelStub(responses=[CustomException()])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup request
parent = client.session_path('[PROJECT]', '[SESSION]')
session_entity_type = {}
with pytest.raises(CustomException):
client.create_session_entity_type(parent, session_entity_type)
def delete_session_entity_type(project_id, session_id,
entity_type_display_name):
"""Delete session entity type with the given entity type display name."""
import dialogflow_v2 as dialogflow
session_entity_types_client = dialogflow.SessionEntityTypesClient()
session_entity_type_name = (
session_entity_types_client.session_entity_type_path(
project_id, session_id, entity_type_display_name))
session_entity_types_client.delete_session_entity_type(
session_entity_type_name)
def test_list_session_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_v2.SessionEntityTypesClient()
# Setup request
parent = client.session_path('[PROJECT]', '[SESSION]')
paged_list_response = client.list_session_entity_types(parent)
with pytest.raises(CustomException):
list(paged_list_response)
def test_update_session_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_v2.SessionEntityTypesClient()
# Setup request
session_entity_type = {}
with pytest.raises(CustomException):
client.update_session_entity_type(session_entity_type)
def test_delete_session_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_v2.SessionEntityTypesClient()
# Setup request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
with pytest.raises(CustomException):
client.delete_session_entity_type(name)
def test_create_session_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_v2.SessionEntityTypesClient()
# Setup request
parent = client.session_path("[PROJECT]", "[SESSION]")
session_entity_type = {}
with pytest.raises(CustomException):
client.create_session_entity_type(parent, session_entity_type)
def test_delete_session_entity_type(self):
channel = ChannelStub()
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup Request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
client.delete_session_entity_type(name)
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.DeleteSessionEntityTypeRequest(
name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def list_session_entity_types(project_id, session_id):
import dialogflow_v2 as dialogflow
session_entity_types_client = dialogflow.SessionEntityTypesClient()
session_path = session_entity_types_client.session_path(
project_id, session_id)
session_entity_types = (
session_entity_types_client.list_session_entity_types(session_path))
print('SessionEntityTypes for session {}:\n'.format(session_path))
for session_entity_type in session_entity_types:
print('\tSessionEntityType name: {}'.format(session_entity_type.name))
print('\tNumber of entities: {}\n'.format(
len(session_entity_type.entities)))
def test_delete_session_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_v2.SessionEntityTypesClient()
# Setup Request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
client.delete_session_entity_type(name)
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.DeleteSessionEntityTypeRequest(
name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_delete_session_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_v2.SessionEntityTypesClient()
# Setup Request
name = "name3373707"
client.delete_session_entity_type(name)
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.DeleteSessionEntityTypeRequest(
name=name
)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_update_session_entity_type(self):
# Setup Expected Response
name = 'name3373707'
expected_response = {'name': name}
expected_response = session_entity_type_pb2.SessionEntityType(
**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup Request
session_entity_type = {}
response = client.update_session_entity_type(session_entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.UpdateSessionEntityTypeRequest(
session_entity_type=session_entity_type)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_get_session_entity_type(self):
# Setup Expected Response
name_2 = 'name2-1052831874'
expected_response = {'name': name_2}
expected_response = session_entity_type_pb2.SessionEntityType(
**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup Request
name = client.session_entity_type_path('[PROJECT]', '[SESSION]',
'[ENTITY_TYPE]')
response = client.get_session_entity_type(name)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.GetSessionEntityTypeRequest(
name=name)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
def test_create_session_entity_type(self):
# Setup Expected Response
name = 'name3373707'
expected_response = {'name': name}
expected_response = session_entity_type_pb2.SessionEntityType(
**expected_response)
# Mock the API response
channel = ChannelStub(responses=[expected_response])
client = dialogflow_v2.SessionEntityTypesClient(channel=channel)
# Setup Request
parent = client.session_path('[PROJECT]', '[SESSION]')
session_entity_type = {}
response = client.create_session_entity_type(parent,
session_entity_type)
assert expected_response == response
assert len(channel.requests) == 1
expected_request = session_entity_type_pb2.CreateSessionEntityTypeRequest(
parent=parent, session_entity_type=session_entity_type)
actual_request = channel.requests[0][1]
assert expected_request == actual_request
from app.log import Logger
import dialogflow_v2 as dialogflow
from google.oauth2 import service_account
credentials = service_account.Credentials.from_service_account_file(
'mealworm5-630b8064ec70.json')
session_client = dialogflow.SessionsClient(credentials=credentials)
entity_client = dialogflow.SessionEntityTypesClient(credentials=credentials)
class DialogFlowController:
def __init__(self, g_config):
self.project_id = g_config['DIALOGFLOW']['PROJECT_ID']
return
def get_results(self, query, user_id, session):
session = session_client.session_path(self.project_id,
user_id + session)
text_input = dialogflow.types.TextInput(text=query,
language_code='ko_KR')
query_input = dialogflow.types.QueryInput(text=text_input)
response = session_client.detect_intent(session=session,
query_input=query_input)
Logger.log('[DF > get_intent] 인텐트 분석 완료.', 'INFO', '쿼리: %s' % query)
entities = {}
for e in response.query_result.parameters.fields:
entities[e] = response.query_result.parameters.fields.get(
