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assistant_action_test.py
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assistant_action_test.py
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import time
import openai
import pytest
from app.providers.database import session
from app.schemas.tool.action import ActionBulkCreateRequest
from app.schemas.tool.authentication import Authentication, AuthenticationType
from app.services.tool.action import ActionService
@pytest.fixture
def api_url():
return "http://127.0.0.1:8086/api/v1/actions"
@pytest.fixture
def get_weather_data_valid_payload():
return {
"openapi_schema": {
"openapi": "3.0.0",
"info": {
"title": "OpenWeatherMap One Call API",
"description": "API for accessing comprehensive weather data from OpenWeatherMap.",
"version": "1.0.0",
},
"servers": [
{
"url": "https://api.openweathermap.org/data/3.0",
"description": "OpenWeatherMap One Call API server",
}
],
"paths": {
"/onecall": {
"get": {
"summary": "Get Comprehensive Weather Data",
"description": "Retrieves weather data for a specific latitude and longitude.",
"operationId": "get_weather_data",
"parameters": [
{
"in": "query",
"name": "lat",
"schema": {"type": "number", "format": "float", "minimum": -90, "maximum": 90},
"required": True,
"description": "Latitude, decimal (-90 to 90).",
},
{
"in": "query",
"name": "lon",
"schema": {"type": "number", "format": "float", "minimum": -180, "maximum": 180},
"required": True,
"description": "Longitude, decimal (-180 to 180).",
},
{
"in": "query",
"name": "exclude",
"schema": {"type": "string"},
"required": False,
"description": "Exclude some parts of the weather data(current, minutely, hourly, daily, alerts).",
},
{
"in": "query",
"name": "appid",
"schema": {"type": "string", "enum": ["101f41d3ff4095824722d57a513cb80a"]},
"required": True,
"description": "Your unique API key.",
},
],
"responses": {
"200": {
"description": "Successful response with comprehensive weather data.",
"content": {"application/json": {"schema": {"type": "object", "properties": {}}}},
}
},
}
}
},
}
}
@pytest.fixture
def get_number_fact_valid_payload():
return {
"openapi_schema": {
"openapi": "3.0.0",
"info": {
"title": "Numbers API",
"version": "1.0.0",
"description": "API for fetching interesting number facts",
},
"servers": [{"url": "http://numbersapi.com"}],
"paths": {
"/{number}": {
"get": {
"description": "Get fact about a number",
"operationId": "get_number_fact",
"parameters": [
{
"name": "number",
"in": "path",
"required": True,
"description": "The number to get the fact for",
"schema": {"type": "integer"},
}
],
"responses": {
"200": {
"description": "A fact about the number",
"content": {"text/plain": {"schema": {"type": "string"}}},
}
},
}
}
},
}
}
@pytest.fixture
def create_workspace_with_authentication():
return {
"openapi_schema": {
"openapi": "3.0.0",
"info": {"title": "Create New Workspace", "version": "1.0.0"},
"servers": [{"url": "https://tx.c.csvfx.com/api"}],
"paths": {
"/tx/v1/workspaces": {
"post": {
"summary": "Create a new workspace",
"description": "This endpoint creates a new workspace with the provided data.",
"operationId": "createWorkspace",
"requestBody": {
"required": True,
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"name": {"type": "string", "description": "The name of the workspace"},
"description": {
"type": "string",
"description": "The description of the workspace",
},
"ui_settings": {
"type": "object",
"properties": {
"color": {
"type": "string",
"description": "The color of the workspace UI",
},
"icon": {
"type": "string",
"description": "The icon of the workspace UI",
},
},
},
"tenant_id": {"type": "string", "description": "The tenant ID"},
},
}
}
},
},
"responses": {
"200": {
"description": "Workspace created successfully",
"content": {"application/json": {"schema": {"type": "object", "properties": {}}}},
},
"401": {"description": "Unauthorized - Authentication credentials are missing or invalid"},
"403": {
"description": "Forbidden - The authenticated user does not have permission to perform this action"
},
"500": {"description": "Internal Server Error - Something went wrong on the server side"},
},
}
}
},
},
"authentication": {
"type": "bearer",
"secret": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJqdGkiOiI2M2RiNDlhY2RjYzhiZjdiMDk5MDhmZDYiLCJhdWQiOiI2M2RiNDlmN2RjYzhiZjdiMDk5MDkwM2MiLCJ1aWQiOiI2M2RiNDlhY2RjYzhiZjdiMDk5MDhmZDYiLCJpYXQiOjE3MDg5MTQ0MDcsImV4cCI6MTcwOTAwMDgwN30.vK6cH1qxPqjgeSdDym4b4fzwTwhW66s_L1suCvh3W98",
},
}
# 测试带有action的助手
def test_assistant_with_action_tools(
get_weather_data_valid_payload, get_number_fact_valid_payload, create_workspace_with_authentication
):
body = ActionBulkCreateRequest(**get_weather_data_valid_payload)
body.authentication = Authentication(
type=AuthenticationType.none,
)
actions = ActionService.create_actions_sync(session=session, body=body)
[get_weather_data] = actions
# get_number_fact
body = ActionBulkCreateRequest(**get_number_fact_valid_payload)
body.authentication = Authentication(
type=AuthenticationType.none,
)
actions = ActionService.create_actions_sync(session=session, body=body)
[get_number_fact] = actions
client = openai.OpenAI(base_url="http://localhost:8086/api/v1", api_key="xxx")
# 创建带有 action 的 assistant
assistant = client.beta.assistants.create(
name="Assistant Demo",
instructions="你是一个有用的助手",
tools=[
{"type": "action", "id": get_weather_data.id},
{"type": "action", "id": get_number_fact.id},
],
model="gpt-3.5-turbo-1106",
)
print(assistant, end="\n\n")
thread = client.beta.threads.create()
print(thread, end="\n\n")
message = client.beta.threads.messages.create(
thread_id=thread.id,
role="user",
content="武汉的天气",
)
print(message, end="\n\n")
run = client.beta.threads.runs.create(
# model="gpt-3.5-turbo-1106",
thread_id=thread.id,
assistant_id=assistant.id,
instructions="",
)
print(run, end="\n\n")
while True:
run = client.beta.threads.runs.retrieve(thread_id=thread.id, run_id=run.id)
if run.status == "completed":
print("done!", end="\n\n")
messages = client.beta.threads.messages.list(thread_id=thread.id)
print("messages: ")
for message in messages:
assert message.content[0].type == "text"
print(messages)
print({"role": message.role, "message": message.content[0].text.value})
break
else:
print("\nin progress...")
time.sleep(1)