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Update app.py
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app.py
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# app.py — EduPrompt API (per-task lazy load + cache-safe on Spaces)
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from pydantic import BaseModel
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from fastapi.middleware.cors import CORSMiddleware
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from transformers import pipeline
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import os, time
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# ---------- Force ALL caches to /tmp ----------
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BASE = "/tmp"
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os.makedirs(d, exist_ok=True)
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app = FastAPI(title="EduPrompt API")
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app.add_middleware(
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CORSMiddleware,
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writable = True
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except Exception:
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writable = False
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return {
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# ---------- lazy singletons ----------
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_summarizer = None
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"""Cache every model in its own /tmp subdir. CPU-only."""
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model_cache = os.path.join(os.environ["TRANSFORMERS_CACHE"], model_id.replace("/", "_"))
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os.makedirs(model_cache, exist_ok=True)
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return pipeline(task, model=model_id, cache_dir=model_cache, trust_remote_code=True, device=-1)
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def get_model(task: str):
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try:
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model, model_used = get_model(task)
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except Exception as e:
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return {"error": f"model_load_failed: {type(e).__name__}: {str(e)}"}
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try:
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prompt = f"Explain what this code does in simple language:\n{text}"
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output = model(prompt, max_new_tokens=200, truncation=True)[0]["generated_text"]
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except Exception as e:
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return {"error": f"inference_failed: {type(e).__name__}: {str(e)}"}
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return {
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# app.py — EduPrompt API (per-task lazy load + cache-safe on Spaces, debug prints)
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import os
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# ---------- Force ALL caches to /tmp ----------
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BASE = "/tmp"
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]:
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os.makedirs(d, exist_ok=True)
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import time
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from fastapi import FastAPI
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from pydantic import BaseModel
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from fastapi.middleware.cors import CORSMiddleware
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from transformers import pipeline
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app = FastAPI(title="EduPrompt API")
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app.add_middleware(
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CORSMiddleware,
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writable = True
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except Exception:
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writable = False
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return {
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"ok": True,
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"service": "eduprompt-api",
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"tmpWritable": writable,
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"TRANSFORMERS_CACHE": os.environ["TRANSFORMERS_CACHE"]
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}
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# ---------- lazy singletons ----------
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_summarizer = None
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"""Cache every model in its own /tmp subdir. CPU-only."""
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model_cache = os.path.join(os.environ["TRANSFORMERS_CACHE"], model_id.replace("/", "_"))
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os.makedirs(model_cache, exist_ok=True)
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print(f"Loading model '{model_id}' for task '{task}' into cache dir: {model_cache}")
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return pipeline(task, model=model_id, cache_dir=model_cache, trust_remote_code=True, device=-1)
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def get_model(task: str):
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try:
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model, model_used = get_model(task)
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except Exception as e:
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import traceback
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print(traceback.format_exc())
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return {"error": f"model_load_failed: {type(e).__name__}: {str(e)}"}
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try:
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prompt = f"Explain what this code does in simple language:\n{text}"
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output = model(prompt, max_new_tokens=200, truncation=True)[0]["generated_text"]
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except Exception as e:
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import traceback
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print(traceback.format_exc())
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return {"error": f"inference_failed: {type(e).__name__}: {str(e)}"}
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return {
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