126 lines
3.5 KiB
Python
126 lines
3.5 KiB
Python
import requests
|
||
import json
|
||
import sys
|
||
from pathlib import Path
|
||
|
||
sys.path.append(str(Path(__file__).parent.parent.parent))
|
||
from configs import BING_SUBSCRIPTION_KEY
|
||
from server.utils import api_address
|
||
|
||
from pprint import pprint
|
||
|
||
|
||
api_base_url = api_address()
|
||
|
||
|
||
def dump_input(d, title):
|
||
print("\n")
|
||
print("=" * 30 + title + " input " + "="*30)
|
||
pprint(d)
|
||
|
||
|
||
def dump_output(r, title):
|
||
print("\n")
|
||
print("=" * 30 + title + " output" + "="*30)
|
||
for line in r.iter_content(None, decode_unicode=True):
|
||
print(line, end="", flush=True)
|
||
|
||
|
||
headers = {
|
||
'accept': 'application/json',
|
||
'Content-Type': 'application/json',
|
||
}
|
||
|
||
data = {
|
||
"query": "请用100字左右的文字介绍自己",
|
||
"history": [
|
||
{
|
||
"role": "user",
|
||
"content": "你好"
|
||
},
|
||
{
|
||
"role": "assistant",
|
||
"content": "你好，我是人工智能大模型"
|
||
}
|
||
],
|
||
"stream": True,
|
||
"temperature": 0.7,
|
||
}
|
||
|
||
|
||
def test_chat_fastchat(api="/chat/fastchat"):
|
||
url = f"{api_base_url}{api}"
|
||
data2 = {
|
||
"stream": True,
|
||
"messages": data["history"] + [{"role": "user", "content": "推荐一部科幻电影"}]
|
||
}
|
||
dump_input(data2, api)
|
||
response = requests.post(url, headers=headers, json=data2, stream=True)
|
||
dump_output(response, api)
|
||
assert response.status_code == 200
|
||
|
||
|
||
def test_chat_chat(api="/chat/chat"):
|
||
url = f"{api_base_url}{api}"
|
||
dump_input(data, api)
|
||
response = requests.post(url, headers=headers, json=data, stream=True)
|
||
dump_output(response, api)
|
||
assert response.status_code == 200
|
||
|
||
|
||
def test_knowledge_chat(api="/chat/knowledge_base_chat"):
|
||
url = f"{api_base_url}{api}"
|
||
data = {
|
||
"query": "如何提问以获得高质量答案",
|
||
"knowledge_base_name": "samples",
|
||
"history": [
|
||
{
|
||
"role": "user",
|
||
"content": "你好"
|
||
},
|
||
{
|
||
"role": "assistant",
|
||
"content": "你好，我是 ChatGLM"
|
||
}
|
||
],
|
||
"stream": True
|
||
}
|
||
dump_input(data, api)
|
||
response = requests.post(url, headers=headers, json=data, stream=True)
|
||
print("\n")
|
||
print("=" * 30 + api + " output" + "="*30)
|
||
for line in response.iter_content(None, decode_unicode=True):
|
||
data = json.loads(line)
|
||
if "answer" in data:
|
||
print(data["answer"], end="", flush=True)
|
||
pprint(data)
|
||
assert "docs" in data and len(data["docs"]) > 0
|
||
assert response.status_code == 200
|
||
|
||
|
||
def test_search_engine_chat(api="/chat/search_engine_chat"):
|
||
global data
|
||
|
||
data["query"] = "室温超导最新进展是什么样？"
|
||
|
||
url = f"{api_base_url}{api}"
|
||
for se in ["bing", "duckduckgo"]:
|
||
data["search_engine_name"] = se
|
||
dump_input(data, api + f" by {se}")
|
||
response = requests.post(url, json=data, stream=True)
|
||
if se == "bing" and not BING_SUBSCRIPTION_KEY:
|
||
data = response.json()
|
||
assert data["code"] == 404
|
||
assert data["msg"] == f"要使用Bing搜索引擎，需要设置 `BING_SUBSCRIPTION_KEY`"
|
||
|
||
print("\n")
|
||
print("=" * 30 + api + f" by {se} output" + "="*30)
|
||
for line in response.iter_content(None, decode_unicode=True):
|
||
data = json.loads(line)
|
||
if "answer" in data:
|
||
print(data["answer"], end="", flush=True)
|
||
assert "docs" in data and len(data["docs"]) > 0
|
||
pprint(data["docs"])
|
||
assert response.status_code == 200
|
||
|