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import os
from contextlib import asynccontextmanager
from pathlib import Path
import structlog
from dotenv import load_dotenv
from fastapi import Depends, FastAPI, Header, HTTPException, Request, APIRouter
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import StreamingResponse
from pydantic import BaseModel, Field
from slowapi import Limiter, _rate_limit_exceeded_handler
from slowapi.util import get_remote_address
from slowapi.errors import RateLimitExceeded
from typing import Annotated
from ai_prompts import TEMPLATES
from utils import (
call_llm,
call_llm_messages,
call_llm_stream,
get_cached_response,
set_cached_response,
make_cache_key,
)
from database import (
init_db,
GUEST_DAILY_LIMIT,
USER_DAILY_LIMIT,
get_usage_today,
increment_usage_today,
)
from auth import get_optional_user
from routers.auth import router as auth_router
_BACKEND_DIR = Path(__file__).resolve().parent
load_dotenv(dotenv_path=_BACKEND_DIR / ".env")
# ββ Sentry (optional) βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
_SENTRY_DSN = os.getenv("SENTRY_DSN")
if _SENTRY_DSN:
import sentry_sdk
from sentry_sdk.integrations.fastapi import FastApiIntegration
from sentry_sdk.integrations.starlette import StarletteIntegration
sentry_sdk.init(
dsn=_SENTRY_DSN,
integrations=[StarletteIntegration(), FastApiIntegration()],
traces_sample_rate=float(os.getenv("SENTRY_TRACES_SAMPLE_RATE", "0.2")),
send_default_pii=False,
)
_REQUIRED_ENV = ["PROVIDER"]
_PROVIDER_KEYS = {
"openai": "OPENAI_API_KEY",
"claude": "ANTHROPIC_API_KEY",
"anthropic": "ANTHROPIC_API_KEY",
"groq": "GROQ_API_KEY",
}
def _check_env() -> None:
if os.getenv("SKIP_ENV_CHECK"):
return
missing = [k for k in _REQUIRED_ENV if not os.getenv(k)]
if missing:
raise RuntimeError(f"Missing required env vars: {', '.join(missing)}")
provider = (os.getenv("PROVIDER") or "").lower()
key_var = _PROVIDER_KEYS.get(provider)
if key_var and not os.getenv(key_var):
raise RuntimeError(f"PROVIDER={provider} requires {key_var} to be set")
_check_env()
logger = structlog.get_logger("pseudogen.app")
@asynccontextmanager
async def lifespan(app: FastAPI):
init_db()
logger.info("app.started")
yield
logger.info("app.stopped")
# ββ Rate limiter (Redis-backed when REDIS_URL is set) βββββββββββββββββββββββββ
_redis_url = os.getenv("REDIS_URL")
limiter = Limiter(
key_func=get_remote_address,
**{"storage_uri": _redis_url} if _redis_url else {},
)
app = FastAPI(title="Pseudogen API", lifespan=lifespan, docs_url=None, redoc_url=None)
app.state.limiter = limiter
app.add_exception_handler(RateLimitExceeded, _rate_limit_exceeded_handler)
# CORS: credentials require explicit origins (can't mix * with allow_credentials=True)
_cors_origins_env = os.getenv("CORS_ORIGINS", "*").strip()
if _cors_origins_env == "*":
_allow_origins = ["*"]
_allow_credentials = False
else:
_allow_origins = [o.strip() for o in _cors_origins_env.split(",") if o.strip()]
_allow_credentials = True
app.add_middleware(
CORSMiddleware,
allow_origins=_allow_origins,
allow_credentials=_allow_credentials,
allow_methods=["*"],
allow_headers=["*"],
)
MAX_INPUT_LEN = 4000
class MessageItem(BaseModel):
role: Annotated[str, Field(pattern="^(user|assistant|system)$")]
content: Annotated[str, Field(min_length=1, max_length=8000)]
class GenerateRequest(BaseModel):
problem_description: Annotated[str, Field(min_length=1, max_length=MAX_INPUT_LEN)]
style: Annotated[str, Field(pattern="^(Academic|Developer-Friendly|English-Like|Step-by-Step)$")]
detail: Annotated[str, Field(pattern="^(Concise|Detailed)$")]
context: list[MessageItem] | None = None
class SummarizeRequest(BaseModel):
text: Annotated[str, Field(min_length=1, max_length=2000)]
_STYLE_SYSTEM = {
"Academic": (
"You generate Academic pseudocode using uppercase keywords "
"(BEGIN, END, IF, ELSE, WHILE, FOR, FUNCTION, RETURN) with formal, concise logical flow. "
"Output Markdown formatted pseudocode only."
),
"Developer-Friendly": (
"You generate Developer-Friendly pseudocode with code-like syntax "
"(Function, If, Else, While, For, Return), clear indentation, and comments where needed. "
"Output Markdown formatted pseudocode only."
),
"English-Like": (
"You convert problems into plain English steps with no programming syntax. "
"Output numbered or bulleted Markdown steps only."
),
"Step-by-Step": (
"You generate beginner-friendly pseudocode using simple English keywords "
"(FUNCTION, IF, ELSE, WHILE, FOR, RETURN). "
"Output Markdown formatted pseudocode only."
),
}
app.include_router(auth_router)
v1_router = APIRouter(prefix="/v1", tags=["v1"])
@app.get("/")
async def root():
return {"service": "Pseudogen API", "version": "1"}
@app.get("/health")
async def health():
return {"status": "ok"}
@app.get("/usage")
async def usage(
request: Request,
user: dict | None = Depends(get_optional_user),
x_session_id: str | None = Header(default=None),
):
if user:
identifier = f"user:{user['id']}"
limit = USER_DAILY_LIMIT
is_guest = False
else:
identifier = f"ip:{_get_client_ip(request)}"
limit = GUEST_DAILY_LIMIT
is_guest = True
used = get_usage_today(identifier)
return {"used": used, "limit": limit, "remaining": max(0, limit - used), "is_guest": is_guest}
@app.post("/summarize")
@limiter.limit("60/minute")
async def summarize_title(request: Request, req: SummarizeRequest):
prompt = (
"Write a 4-6 word title for this programming problem. "
"Title case. No punctuation. No quotes. No explanation. Just the title:\n\n"
+ req.text[:500]
)
try:
title = call_llm(prompt)
title = title.strip().split("\n")[0][:60]
return {"title": title}
except Exception:
logger.exception("summarize.failed")
raise HTTPException(status_code=502, detail="Summarization failed")
def _get_client_ip(request: Request) -> str:
forwarded = request.headers.get("X-Forwarded-For")
if forwarded:
return forwarded.split(",")[0].strip()
return request.client.host if request.client else "unknown"
def _resolve_identity(request: Request, user: dict | None, x_session_id: str | None):
if user:
return f"user:{user['id']}", USER_DAILY_LIMIT, False
# Track guests by IP β session UUID is trivially bypassed by opening incognito
ip = _get_client_ip(request)
return f"ip:{ip}", GUEST_DAILY_LIMIT, True
def _build_messages(req: GenerateRequest) -> list | None:
if not req.context:
return None
system_msg = (
f"{_STYLE_SYSTEM.get(req.style, 'You generate pseudocode.')} "
f"Detail level: {req.detail}. "
"When asked to modify or improve, update the pseudocode accordingly."
)
context = req.context[-10:]
return [
{"role": "system", "content": system_msg},
*[{"role": m.role, "content": m.content} for m in context],
{"role": "user", "content": req.problem_description},
]
# ββ Main endpoint β SSE streaming βββββββββββββββββββββββββββββββββββββββββββββ
@app.post("/generate-pseudocode")
@limiter.limit("30/minute")
async def generate(
request: Request,
req: GenerateRequest,
user: dict | None = Depends(get_optional_user),
x_session_id: str | None = Header(default=None),
):
identifier, limit, is_guest = _resolve_identity(request, user, x_session_id)
used = get_usage_today(identifier)
if used >= limit:
raise HTTPException(
status_code=429,
detail=(
f"You've used all {limit} free prompts for today. Create a free account to get {USER_DAILY_LIMIT} per day."
if is_guest
else f"Daily limit of {limit} prompts reached. Resets at midnight UTC."
),
)
# Increment before streaming to prevent quota abuse via cancel
new_count = increment_usage_today(identifier)
remaining = max(0, limit - new_count)
messages = _build_messages(req)
def _sse():
try:
if messages:
token_stream = call_llm_stream(messages)
else:
template = TEMPLATES.get(req.style)
if template is None:
yield f"data: {json.dumps({'error': 'Unknown style'})}\n\n"
return
prompt = template.format(user_input=req.problem_description, detail=req.detail)
token_stream = call_llm_stream([{"role": "user", "content": prompt}])
for token in token_stream:
yield f"data: {json.dumps({'token': token})}\n\n"
yield f"data: {json.dumps({'usage': {'used': new_count, 'limit': limit, 'remaining': remaining, 'is_guest': is_guest}})}\n\n"
yield "data: [DONE]\n\n"
except Exception as exc:
logger.error("generate.stream.error", error=str(exc))
yield f"data: {json.dumps({'error': 'Generation failed. Please try again.'})}\n\n"
return StreamingResponse(_sse(), media_type="text/event-stream")
# ββ v1 endpoint β non-streaming with Redis cache ββββββββββββββββββββββββββββββ
@v1_router.post("/generate-pseudocode")
@limiter.limit("30/minute")
async def generate_v1(
request: Request,
req: GenerateRequest,
user: dict | None = Depends(get_optional_user),
x_session_id: str | None = Header(default=None),
):
identifier, limit, is_guest = _resolve_identity(request, user, x_session_id)
cache_key = make_cache_key(req.problem_description, req.style, req.detail)
cached = get_cached_response(cache_key)
if cached:
used = get_usage_today(identifier)
return {
"markdown": cached,
"used": used,
"limit": limit,
"remaining": max(0, limit - used),
"is_guest": is_guest,
"cached": True,
}
used = get_usage_today(identifier)
if used >= limit:
raise HTTPException(
status_code=429,
detail=(
f"You've used all {limit} free prompts for today. Create a free account to get {USER_DAILY_LIMIT} per day."
if is_guest
else f"Daily limit of {limit} prompts reached. Resets at midnight UTC."
),
)
try:
messages = _build_messages(req)
if messages:
response_text = call_llm_messages(messages)
else:
template = TEMPLATES.get(req.style)
if template is None:
raise HTTPException(status_code=400, detail="Unknown style")
prompt = template.format(user_input=req.problem_description, detail=req.detail)
response_text = call_llm(prompt)
except HTTPException:
raise
except Exception:
logger.exception("generate_v1.failed")
raise HTTPException(status_code=502, detail="Failed to generate pseudocode. Please try again.")
set_cached_response(cache_key, response_text)
new_count = increment_usage_today(identifier)
remaining = max(0, limit - new_count)
return {
"markdown": response_text,
"used": new_count,
"limit": limit,
"remaining": remaining,
"is_guest": is_guest,
"cached": False,
}
app.include_router(v1_router)
|