fix: backend now updated properly for .zip
This commit is contained in:
216
backend/speech_to_text.py
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216
backend/speech_to_text.py
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import os
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import uuid
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from pathlib import Path
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from dotenv import load_dotenv
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from flask import Flask, jsonify, render_template, request
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from faster_whisper import WhisperModel
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from supabase import Client, create_client
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from werkzeug.utils import secure_filename
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load_dotenv()
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app = Flask(__name__)
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UPLOAD_DIR = Path(os.getenv("UPLOAD_DIR", "uploads"))
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UPLOAD_DIR.mkdir(parents=True, exist_ok=True)
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ALLOWED_EXTENSIONS = {"mp3", "wav", "m4a", "ogg", "webm", "flac", "mp4"}
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WHISPER_MODEL_NAME = os.getenv("WHISPER_MODEL", "base")
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WHISPER_DEVICE = os.getenv("WHISPER_DEVICE", "cpu")
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WHISPER_COMPUTE_TYPE = os.getenv("WHISPER_COMPUTE_TYPE", "int8")
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SUPABASE_URL = (os.getenv("SUPABASE_URL") or "").strip()
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SUPABASE_SERVICE_ROLE_KEY = (os.getenv("SUPABASE_SERVICE_ROLE_KEY") or "").strip()
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supabase: Client | None = None
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if SUPABASE_URL and SUPABASE_SERVICE_ROLE_KEY:
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supabase = create_client(SUPABASE_URL, SUPABASE_SERVICE_ROLE_KEY)
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_model: WhisperModel | None = None
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def get_whisper_model() -> WhisperModel:
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global _model
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if _model is None:
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_model = WhisperModel(
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WHISPER_MODEL_NAME,
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device=WHISPER_DEVICE,
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compute_type=WHISPER_COMPUTE_TYPE,
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)
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return _model
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def allowed_file(filename: str) -> bool:
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if "." not in filename:
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return False
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extension = filename.rsplit(".", 1)[1].lower()
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return extension in ALLOWED_EXTENSIONS
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def parse_bool(value: str | None, default: bool = False) -> bool:
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if value is None:
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return default
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return value.lower() in {"1", "true", "yes", "on"}
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def parse_category_ids(value: str | None) -> list[int]:
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if not value:
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return []
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ids: list[int] = []
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for item in value.split(","):
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candidate = item.strip()
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if not candidate:
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continue
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ids.append(int(candidate))
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return ids
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def transcribe_audio(local_path: Path) -> str:
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model = get_whisper_model()
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segments, _info = model.transcribe(str(local_path))
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text = " ".join(segment.text.strip() for segment in segments).strip()
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return text
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def verify_supabase_connection() -> None:
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if not supabase:
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raise RuntimeError("Supabase is not configured.")
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supabase.table("categories").select("category_id").limit(1).execute()
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def insert_post(
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*,
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user_id: int,
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title: str | None,
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transcribed_text: str,
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audio_url: str,
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is_private: bool,
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image_url: str | None,
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category_ids: list[int],
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) -> int:
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if not supabase:
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raise RuntimeError("Supabase is not configured.")
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post_payload = {
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"user_id": user_id,
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"title": title,
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"transcribed_text": transcribed_text,
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"audio_url": audio_url,
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"is_private": is_private,
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"image_url": image_url,
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}
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post_response = supabase.table("posts").insert(post_payload).execute()
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post_rows = getattr(post_response, "data", None) or []
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if not post_rows:
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raise RuntimeError("Supabase insert failed for posts table.")
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post_id = int(post_rows[0]["post_id"])
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if category_ids:
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category_rows = [
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{"post_id": post_id, "category_id": category_id}
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for category_id in category_ids
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]
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supabase.table("post_categories").insert(category_rows).execute()
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return post_id
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@app.get("/health")
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def health_check():
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return jsonify({
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"status": "ok",
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"whisper_model": WHISPER_MODEL_NAME,
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"whisper_device": WHISPER_DEVICE,
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"whisper_compute_type": WHISPER_COMPUTE_TYPE,
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})
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@app.get("/")
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def demo_frontend():
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return render_template("index.html")
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@app.get("/health/db")
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def db_health_check():
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try:
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verify_supabase_connection()
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return jsonify({"status": "ok", "database": "supabase"})
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except Exception as error:
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return jsonify({"status": "error", "details": str(error)}), 500
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@app.post("/upload-audio")
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def upload_audio():
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if "file" not in request.files:
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return jsonify({"error": "Missing 'file' in form-data."}), 400
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file = request.files["file"]
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if not file.filename:
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return jsonify({"error": "Filename is empty."}), 400
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if not allowed_file(file.filename):
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return jsonify({"error": "Unsupported file extension."}), 400
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user_id_raw = request.form.get("user_id")
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user_id: int | None = None
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if user_id_raw:
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try:
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user_id = int(user_id_raw)
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except ValueError:
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return jsonify({"error": "'user_id' must be an integer."}), 400
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try:
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category_ids = parse_category_ids(request.form.get("category_ids"))
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except ValueError:
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return jsonify(
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{"error": "'category_ids' must be a comma-separated list of integers."}
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), 400
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title = request.form.get("title")
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image_url = request.form.get("image_url")
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is_private = parse_bool(request.form.get("is_private"), default=False)
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safe_name = secure_filename(file.filename)
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unique_name = f"{uuid.uuid4()}_{safe_name}"
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local_path = UPLOAD_DIR / unique_name
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file.save(local_path)
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try:
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transcript_text = transcribe_audio(local_path)
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except Exception as error:
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return jsonify({"error": "Transcription failed", "details": str(error)}), 500
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post_id: int | None = None
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db_warning: str | None = None
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if supabase:
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if user_id is None:
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db_warning = "Transcribed successfully. Skipped Supabase save because 'user_id' was not provided."
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else:
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try:
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post_id = insert_post(
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user_id=user_id,
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title=title,
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transcribed_text=transcript_text,
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audio_url=str(local_path).replace("\\", "/"),
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is_private=is_private,
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image_url=image_url,
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category_ids=category_ids,
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)
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except Exception as error:
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db_warning = f"Transcribed successfully, but Supabase save failed: {error}"
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return jsonify(
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{
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"message": "Audio uploaded and transcribed (local whisper).",
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"post_id": post_id,
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"transcribed_text": transcript_text,
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"audio_url": str(local_path).replace("\\", "/"),
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"db_warning": db_warning,
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}
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)
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if __name__ == "__main__":
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app.run(host="0.0.0.0", port=int(os.getenv("PORT", "5000")), debug=True)
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