add model

This commit is contained in:
2025-09-24 21:01:01 +08:00
parent e57ad31393
commit 4efd801c54
5 changed files with 132 additions and 21 deletions

View File

@@ -0,0 +1,34 @@
# Generated by Django 5.2.3 on 2025-09-24 12:59
import django.db.models.deletion
from django.conf import settings
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
]
operations = [
migrations.CreateModel(
name='AIAnalysis',
fields=[
('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('provider', models.TextField(default='deepseek')),
('data', models.JSONField()),
('system_prompt', models.TextField()),
('user_prompt', models.TextField()),
('analysis', models.TextField()),
('create_time', models.DateTimeField(auto_now_add=True)),
('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
],
options={
'db_table': 'ai_analysis',
'ordering': ['-create_time'],
},
),
]

View File

@@ -1,3 +1,18 @@
from django.db import models from django.db import models
# Create your models here. from account.models import User
class AIAnalysis(models.Model):
user = models.ForeignKey(User, on_delete=models.CASCADE)
provider = models.TextField(default="deepseek")
model = models.TextField(default="deepseek-chat")
data = models.JSONField()
system_prompt = models.TextField()
user_prompt = models.TextField()
analysis = models.TextField()
create_time = models.DateTimeField(auto_now_add=True)
class Meta:
db_table = "ai_analysis"
ordering = ["-create_time"]

View File

@@ -17,6 +17,8 @@ from account.models import User
from problem.models import Problem from problem.models import Problem
from submission.models import Submission, JudgeStatus from submission.models import Submission, JudgeStatus
from account.decorators import login_required from account.decorators import login_required
from ai.models import AIAnalysis
from textwrap import dedent
# 常量定义 # 常量定义
@@ -414,30 +416,58 @@ class AIWeeklyDataAPI(APIView):
class AIAnalysisAPI(APIView): class AIAnalysisAPI(APIView):
@login_required
def post(self, request): def post(self, request):
user = request.user
details = request.data.get("details") details = request.data.get("details")
weekly = request.data.get("weekly") weekly = request.data.get("weekly")
API_KEY = get_env("AI_KEY") api_key = get_env("AI_KEY")
if not API_KEY: if not api_key:
return self.error("API_KEY is not set") return self.error("API_KEY is not set")
client = OpenAI(api_key=API_KEY, base_url="https://api.deepseek.com") client = OpenAI(api_key=api_key, base_url="https://api.deepseek.com")
system_prompt = """ system_prompt ="""
你是一个风趣的编程老师,学生使用判题狗平台进行编程练习。 你是一个风趣的编程老师,学生使用判题狗平台进行编程练习。
请根据学生提供的详细数据和每周数据,给出用户的学习建议。 请根据学生提供的详细数据和每周数据,给出用户的学习建议。
请使用 markdown 格式输出,不要在代码块中输出。 请使用 markdown 格式输出,不要在代码块中输出。
最后不要忘记写一句祝福语。 最后不要忘记写一句祝福语。
""" """
user_prompt = f""" user_prompt = f"""
这段时间内的详细数据: {details} 这段时间内的详细数据: {details}
每周或每月的数据: {weekly} 每周或每月的数据: {weekly}
""" """
analysis_chunks = []
saved = False
save_error = None
store_error_sent = False
def try_save():
nonlocal saved, save_error
if saved:
return
if not analysis_chunks:
saved = True
return
try:
AIAnalysis.objects.create(
user=user,
data={"details": details, "weekly": weekly},
system_prompt=dedent(system_prompt).strip(),
user_prompt="这段时间内的详细数据, 每周或每月的数据",
analysis="".join(analysis_chunks).strip(),
)
except Exception as exc:
save_error = str(exc)
finally:
saved = True
def stream_generator(): def stream_generator():
nonlocal store_error_sent
try: try:
stream = client.chat.completions.create( stream = client.chat.completions.create(
model="deepseek-chat", model="deepseek-chat",
@@ -470,13 +500,36 @@ class AIAnalysisAPI(APIView):
finish_reason = getattr(choice, "finish_reason", None) finish_reason = getattr(choice, "finish_reason", None)
delta = getattr(choice, "delta", None) delta = getattr(choice, "delta", None)
if delta and getattr(delta, "content", None): raw_content = getattr(delta, "content", None)
payload = json.dumps( if raw_content:
{"type": "delta", "content": delta.content} if isinstance(raw_content, list):
) text_content = "".join(
yield f"data: {payload}\n\n" (
item.get("text")
if isinstance(item, dict)
else getattr(item, "text", None) or ""
)
for item in raw_content
)
else:
text_content = str(raw_content)
if text_content:
analysis_chunks.append(text_content)
payload = json.dumps(
{"type": "delta", "content": text_content}
)
yield f"data: {payload}\n\n"
if finish_reason: if finish_reason:
try_save()
if save_error and not store_error_sent:
error_payload = json.dumps(
{"type": "store_error", "message": save_error}
)
yield f"data: {error_payload}\n\n"
store_error_sent = True
payload = json.dumps({"type": "done"}) payload = json.dumps({"type": "done"})
yield f"data: {payload}\n\n" yield f"data: {payload}\n\n"
break break
@@ -484,6 +537,14 @@ class AIAnalysisAPI(APIView):
payload = json.dumps({"type": "error", "message": str(exc)}) payload = json.dumps({"type": "error", "message": str(exc)})
yield f"data: {payload}\n\n" yield f"data: {payload}\n\n"
finally: finally:
try_save()
if save_error and not store_error_sent:
error_payload = json.dumps(
{"type": "store_error", "message": save_error}
)
yield f"data: {error_payload}\n\n"
store_error_sent = True
yield "event: end\n\n" yield "event: end\n\n"
response = StreamingHttpResponse( response = StreamingHttpResponse(

View File

@@ -6,8 +6,8 @@ BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
DATABASES = { DATABASES = {
"default": { "default": {
"ENGINE": "django.db.backends.postgresql", "ENGINE": "django.db.backends.postgresql",
"HOST": "10.13.114.114", "HOST": "150.158.29.156",
"PORT": "5433", "PORT": "5432",
"NAME": "onlinejudge", "NAME": "onlinejudge",
"USER": "onlinejudge", "USER": "onlinejudge",
"PASSWORD": "onlinejudge", "PASSWORD": "onlinejudge",
@@ -15,7 +15,7 @@ DATABASES = {
} }
REDIS_CONF = { REDIS_CONF = {
"host": "10.13.114.114", "host": "150.158.29.156",
"port": 6379, "port": 6379,
} }

View File

@@ -55,6 +55,7 @@ LOCAL_APPS = [
"message", "message",
"comment", "comment",
"tutorial", "tutorial",
"ai",
] ]
INSTALLED_APPS = VENDOR_APPS + LOCAL_APPS INSTALLED_APPS = VENDOR_APPS + LOCAL_APPS