diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..23a5e4f0b1f9fa09e0a45e584f31acc329274c64 --- /dev/null +++ b/.gitignore @@ -0,0 +1,5 @@ +__pycache__/ +*.pyc +*.pyo +*.pyd +.DS_Store diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..fe32c8d507084b2623888ab73431dc1dc018668c --- /dev/null +++ b/Dockerfile @@ -0,0 +1,29 @@ +# Hugging Face Space Dockerfile +# Port PHẢI là 7860 theo yêu cầu của HuggingFace +FROM python:3.10-slim + +RUN apt-get update && apt-get install -y --no-install-recommends \ + build-essential \ + && rm -rf /var/lib/apt/lists/* + +# Tạo user theo yêu cầu HuggingFace (UID 1000) +RUN useradd -m -u 1000 user +USER user +ENV HOME=/home/user \ + PATH=/home/user/.local/bin:$PATH \ + PYTHONUNBUFFERED=1 + +WORKDIR $HOME/app + +# Copy và cài requirements +COPY --chown=user requirements.txt . +RUN pip install --no-cache-dir -r requirements.txt + +# Copy toàn bộ code (không có .db files - dùng .dockerignore) +COPY --chown=user . . + +# Expose port 7860 bắt buộc +EXPOSE 7860 + +# Chạy qua script start_hf.sh để tải DB và cấu hình log +CMD ["/bin/bash", "start_hf.sh"] diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..b589c22172f1ee76dd68463d1a70bd56c357d0b1 --- /dev/null +++ b/README.md @@ -0,0 +1,88 @@ +--- +title: Tienhiep Backend +emoji: 📚 +colorFrom: indigo +colorTo: purple +sdk: docker +dockerfile: Dockerfile.hf +app_port: 7860 +pinned: false +--- + +# 📚 Tiên Hiệp AI (TienHiepAI) — Nền Tảng Đọc Truyện & Dịch Offline + +Chào mừng bạn đến với kho lưu trữ mã nguồn của dự án **Tiên Hiệp AI**. Đây là hệ thống tích hợp toàn diện bao gồm Giao diện Web, Ứng dụng Desktop (Electron), Máy chủ dịch thuật nâng cao và Động cơ chuyển đổi văn bản thành giọng nói (TTS) tiếng Việt ngoại tuyến chạy trên CPU cực nhanh. + +--- + +## 📂 Cấu Trúc Thư Mục Dự Án + +* 🖥️ **`frontend-web/`**: Mã nguồn giao diện chính viết bằng React + Vite. Hỗ trợ chạy chế độ Web và đóng gói Electron Desktop. +* 🎙️ **`TTS_ONNX_Deploy/`**: Động cơ chuyển giọng đọc (TTS) offline tiếng Việt đã được tối ưu hóa `int8` chạy trên CPU bằng ONNX Runtime (Matcha-TTS + Vocos). +* ⚙️ **`backend/`** & **`viewer_server.py`**: Mã nguồn máy chủ xử lý tác vụ dịch thuật (Vietphrase, ngữ cảnh nâng cao, từ điển Hán Việt, Trung-Việt) và lưu trữ lịch sử đọc truyện. +* 🛠️ **`scratch/`**: Các kịch bản phụ trợ để kiểm thử, vá lỗi động cơ, tự động hóa đóng gói và nạp cơ sở dữ liệu. + +--- + +## ⚡ Hướng Dẫn Chạy & Cài Đặt Nhanh (Quick Start) + +### 1. Chuẩn bị môi trường Python & Thư viện +Mã nguồn yêu cầu Python phiên bản từ `3.8` đến `3.10`. +Cài đặt toàn bộ các thư viện cần thiết bằng lệnh: +```bash +pip install -r requirements.txt +``` + +### 2. Tải các tệp Checkpoint mô hình ONNX +Các mô hình ONNX đã được lưu trữ trên Hugging Face. Để chạy động cơ TTS, hãy tải hai file sau về và đặt vào thư mục `TTS_ONNX_Deploy/`: +* 📥 [matcha_tts_int8.onnx](https://huggingface.co/datasets/Cong123779/Local-TTS-Engine/resolve/main/matcha_tts_int8.onnx) (19.23 MB) +* 📥 [vocos_decoupled_int8.onnx](https://huggingface.co/datasets/Cong123779/Local-TTS-Engine/resolve/main/vocos_decoupled_int8.onnx) (13.03 MB) + +Lệnh tải nhanh qua `curl` (chạy từ thư mục `TTS_ONNX_Deploy/`): +```bash +curl -L https://huggingface.co/datasets/Cong123779/Local-TTS-Engine/resolve/main/matcha_tts_int8.onnx --output matcha_tts_int8.onnx +curl -L https://huggingface.co/datasets/Cong123779/Local-TTS-Engine/resolve/main/vocos_decoupled_int8.onnx --output vocos_decoupled_int8.onnx +``` + +### 3. Chạy các máy chủ phát triển (Dev Mode) + +* **Chạy máy chủ Dịch thuật & Dữ liệu:** + ```bash + python viewer_server.py + ``` +* **Chạy máy chủ TTS Offline:** + ```bash + cd TTS_ONNX_Deploy + python api_server.py + ``` +* **Chạy giao diện Web (React):** + ```bash + cd frontend-web + npm install + npm run dev + ``` + +--- + +## 📦 Hướng Dẫn Đóng Gói Ứng Dụng (Release & Packaging) + +### A. Đóng gói ứng dụng Desktop (Electron Setup EXE / AppImage) +Sử dụng công cụ tự động hóa đóng gói và phát hành `release.py` (tự động tăng version, biên dịch giao diện, đóng gói đa nền tảng và đồng bộ lên database): +```bash +python release.py patch +``` + +### B. Đóng gói động cơ TTS chạy độc lập (`App_Doc_Truyen_Engine.exe`) +Sử dụng cấu hình PyInstaller đã được tối ưu hóa dung lượng (lọc bỏ PyTorch và các dependency cồng kềnh) để biên dịch động cơ TTS thành một file chạy duy nhất trên Windows: +```bash +cd TTS_ONNX_Deploy +pip install pyinstaller +pyinstaller App_Doc_Truyen_Engine.spec +``` +Sau khi chạy xong, thư mục đóng gói nằm tại `TTS_ONNX_Deploy/dist/App_Doc_Truyen_Engine/`. + +--- + +## 🛠️ Tính Năng Tự Động Vá Lỗi Vừa Được Cập Nhật +* **Isolate Espeak (Lazy Import)**: Đã cô lập hoàn toàn lõi espeak-ng. Ứng dụng khi chạy trên các máy Windows không cài espeak sẽ tự động chuyển sang chế độ fallback an toàn mà không bị crash. +* **Auto Engine Extract**: Ứng dụng Electron khi khởi động lần đầu sẽ tự động tải tệp nén động cơ `windows_cpu.zip` từ Hugging Face, giải nén và tự cấu hình kết nối. diff --git a/backend/__init__.py b/backend/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..b692732946622eb2cd3ed5fcefe6e55615505742 --- /dev/null +++ b/backend/__init__.py @@ -0,0 +1,212 @@ +import os +import logging +from flask import Flask, jsonify +from flask_cors import CORS +from werkzeug.middleware.proxy_fix import ProxyFix + +from backend.config import Config +from backend.database.db_manager import init_user_db, health_check +from backend.api import ( + auth_bp, books_bp, payment_bp, translate_bp, epub_bp, developer_bp, user_features_bp, sects_bp +) +from backend.api.monitoring import monitoring_bp + +logger = logging.getLogger("backend") + + +def create_app(): + """Flask Application Factory.""" + root_dir = Config.ROOT_DIR + app = Flask( + __name__, + static_folder=os.path.join(root_dir, "frontend-web", "dist"), + static_url_path="", + ) + + # Wrap with ProxyFix to handle reverse proxy headers + app.wsgi_app = ProxyFix(app.wsgi_app, x_for=1, x_proto=1, x_host=1, x_prefix=1) + + # ── Configuration ──────────────────────────────────────────────── + app.secret_key = Config.SECRET_KEY + app.config["MAX_CONTENT_LENGTH"] = 256 * 1024 * 1024 # 256MB + + # ── CORS ───────────────────────────────────────────────────────── + CORS(app, resources={ + r"/*": { + "origins": ["*"], + "allow_headers": ["Content-Type", "Authorization", "X-VIP-Code", "X-VIP-Key"], + "methods": ["GET", "POST", "OPTIONS", "DELETE", "PUT"], + "max_age": 86400 + } + }) + + # ── Register Blueprints ─────────────────────────────────────────── + app.register_blueprint(auth_bp) + app.register_blueprint(books_bp) + app.register_blueprint(payment_bp) + app.register_blueprint(translate_bp) + app.register_blueprint(epub_bp) + app.register_blueprint(developer_bp) + app.register_blueprint(user_features_bp) + app.register_blueprint(sects_bp) + app.register_blueprint(monitoring_bp) + + # ── Profiler & Latency Monitoring ───────────────────────────────── + from backend.core.profiler import setup_profiler + setup_profiler(app) + + # ── Frontend Route ─────────────────────────────────────────────── + @app.route("/") + def index(): + try: + return app.send_static_file("index.html") + except Exception: + return jsonify({"status": "healthy", "message": "Tienhiep API Backend is running."}) + + @app.errorhandler(404) + def page_not_found(e): + from flask import request + path = request.path.lstrip("/") + if path.startswith("api/") or path.startswith("assets/") or path.startswith("v1/") or path.startswith("health") or path.startswith("translate"): + return jsonify({"error": "Not Found"}), 404 + try: + return app.send_static_file("index.html") + except Exception: + return jsonify({"error": "Not Found"}), 404 + + # ── Health Check ──────────────────────────────────────────────── + @app.route("/health", methods=["GET"]) + def health_endpoint(): + status = health_check() + http_code = 200 if status["status"] in ("healthy", "degraded") else 503 + return jsonify(status), http_code + + # ── CORS & Security after-request headers ──────────────────────── + @app.after_request + def add_cors_headers(response): + from flask import request + origin = request.headers.get("Origin") + if origin: + response.headers["Access-Control-Allow-Origin"] = origin + response.headers["Access-Control-Allow-Credentials"] = "true" + response.headers["Access-Control-Max-Age"] = "86400" + + # Cho phép Cloudflare Cache luôn lệnh thăm dò OPTIONS (24h) + if request.method == "OPTIONS": + response.headers["Cache-Control"] = "public, max-age=86400" + response.headers["Access-Control-Allow-Headers"] = "Content-Type, Authorization, X-VIP-Code, X-VIP-Key" + response.headers["Access-Control-Allow-Methods"] = "GET, POST, OPTIONS, DELETE, PUT" + else: + # Ngăn Cloudflare và Trình duyệt lưu Cache các nội dung API thật + response.headers["Cache-Control"] = "no-store, no-cache, must-revalidate, max-age=0" + + response.headers["X-Content-Type-Options"] = "nosniff" + if request.path.startswith("/embed") or request.path.startswith("/iframe_proxy"): + response.headers["Content-Security-Policy"] = "frame-ancestors *" + response.headers.pop("X-Frame-Options", None) + else: + response.headers["X-Frame-Options"] = "SAMEORIGIN" + + # Sanitize raw database error leaks from reaching public clients + if response.content_type == "application/json": + try: + data = response.get_json() + if data and isinstance(data, dict) and "error" in data: + err_msg = str(data["error"]) + db_keywords = [ + "violates unique constraint", + "users_pkey", + "duplicate key", + "sqlite3", + "psycopg2", + "operationalerror", + "integrityerror", + "foreign key constraint", + "sqlstate", + "relation \"", + "column \"" + ] + if any(kw in err_msg.lower() for kw in db_keywords): + logger.error(f"[Security Shield] Intercepted raw DB error leak: {err_msg}") + from flask import json + sanitized_data = {"error": "Đã xảy ra lỗi hệ thống. Vui lòng thử lại sau."} + response.set_data(json.dumps(sanitized_data)) + except Exception as e: + logger.warning(f"Error in sanitize_database_errors: {e}") + + return response + + @app.errorhandler(Exception) + def handle_global_exception(e): + """Global exception handler to sanitize raw SQL / DB errors.""" + from werkzeug.exceptions import HTTPException + if isinstance(e, HTTPException): + return jsonify({"error": e.description}), e.code + + logger.exception(f"Unhandled system error: {e}") + return jsonify({"error": "Đã xảy ra lỗi hệ thống. Vui lòng thử lại sau."}), 500 + + # ── Initialize DB ──────────────────────────────────────────────── + try: + init_user_db() + logger.info("✔ Database initialized on app startup.") + except Exception as e: + logger.error(f"⚠️ Auto database initialization failed: {e}") + + # ── Email Worker ───────────────────────────────────────────────── + # Email Worker chạy độc lập qua start_hf.sh (python3 backend/workers/email_worker.py &) + # Không khởi động trong Flask init để tránh thread chết sau Gunicorn --preload fork. + logger.info("📧 [Email Worker] Managed externally by start_hf.sh") + + # ── Pre-load translation engine ────────────────────────────────── + try: + logger.info("⏳ Pre-loading Vietphrase Engine...") + from backend.services.translation import get_engine + engine = get_engine() + logger.info("⏳ Warming up translation modes...") + for mode in ["fast", "advanced", "vietphrase", "hanviet", "advanced_hanviet"]: + engine.translate("叶凡", mode=mode) + logger.info("✅ Vietphrase Engine loaded & warmed up successfully.") + except Exception as e: + logger.error(f"⚠️ Failed to pre-load translation engine: {e}") + + # ── Pre-warm /api/stats cache (COUNT on 931k rows takes ~1s cold) ─ + def _warmup_stats_cache(): + try: + import backend.database.db_manager as db_mod + if db_mod.cached_stats is None: + from backend.database.db_manager import get_db + conn = get_db() + total = conn.execute("SELECT COUNT(*) FROM books").fetchone()[0] + cats = conn.execute( + "SELECT categories FROM books WHERE categories IS NOT NULL AND categories != ''" + ).fetchall() + cat_counts = {} + for row in cats: + for c in row[0].split(","): + c = c.strip() + if c: + cat_counts[c] = cat_counts.get(c, 0) + 1 + top_categories = sorted(cat_counts.items(), key=lambda x: x[1], reverse=True)[:20] + db_mod.cached_stats = { + "total_books": total, + "top_categories": [{"name": k, "count": v} for k, v in top_categories], + } + logger.info(f"✅ Stats cache warmed up: {total:,} books indexed.") + except Exception as e: + logger.warning(f"⚠️ Stats cache warm-up failed: {e}") + + import threading as _threading + _threading.Thread(target=_warmup_stats_cache, daemon=True, name="StatsCacheWarmup").start() + + # ── Watchdog Keepalive (HF Space anti-sleep) ───────────────────── + if not app.testing and os.environ.get("SPACE_HOST"): + try: + from backend.core.watchdog import start_watchdog + space_url = f"https://{os.environ['SPACE_HOST']}" + start_watchdog(app_url=space_url, ping_interval=600, resource_interval=300) + logger.info(f"✅ Watchdog keepalive started → {space_url}") + except Exception as e: + logger.warning(f"⚠️ Watchdog could not start: {e}") + + return app diff --git a/backend/api/__init__.py b/backend/api/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..c814d546a7895764d4fb65c8da8ef7d741b9785f --- /dev/null +++ b/backend/api/__init__.py @@ -0,0 +1,10 @@ +from backend.api.auth import auth_bp +from backend.api.books import books_bp +from backend.api.payment import payment_bp +from backend.api.translate import translate_bp +from backend.api.epub import epub_bp +from backend.api.developer import developer_bp +from backend.api.user_features import user_features_bp +from backend.api.sects import sects_bp + +__all__ = ["auth_bp", "books_bp", "payment_bp", "translate_bp", "epub_bp", "developer_bp", "user_features_bp", "sects_bp"] diff --git a/backend/api/auth.py b/backend/api/auth.py new file mode 100644 index 0000000000000000000000000000000000000000..3b7de73f4db436fce50c4187592226cdd13af85f --- /dev/null +++ b/backend/api/auth.py @@ -0,0 +1,1020 @@ +import secrets +import sqlite3 +import requests +from datetime import datetime +from flask import Blueprint, request, jsonify, session, redirect +from google.auth.transport import requests as google_requests +from google.oauth2 import id_token +import logging +from backend.config import Config +from backend.database.db_manager import get_user_db_conn +from backend.services.email_service import send_email_async +from backend.services.auth_service import check_vip_expiry + +logger = logging.getLogger("auth") +logger.setLevel(logging.INFO) +from backend.core.rate_limit import check_rate_limit, get_client_ip +from backend.core.security import ( + hash_password, verify_password, upgrade_password_hash, + create_access_token, create_refresh_token, verify_access_token +) +from backend.core.decorators import get_current_user, jwt_required + +def parse_user_agent(ua_string): + if not ua_string: + return "Unknown", "Unknown", "Unknown" + ua = ua_string.lower() + + # 1. Determine OS + if "windows" in ua: + os_name = "Windows" + elif "macintosh" in ua or "mac os" in ua: + os_name = "macOS" + elif "android" in ua: + os_name = "Android" + elif "iphone" in ua or "ipad" in ua or "ipod" in ua: + os_name = "iOS" + elif "linux" in ua: + os_name = "Linux" + else: + os_name = "Other OS" + + # 2. Determine Browser + if "electron" in ua: + browser = "Electron App" + elif "chrome-extension" in ua: + browser = "Chrome Extension" + elif "chrome" in ua: + browser = "Chrome" + elif "firefox" in ua: + browser = "Firefox" + elif "safari" in ua: + browser = "Safari" + elif "edge" in ua: + browser = "Edge" + else: + browser = "Other Browser" + + # 3. Determine Device Type + if "mobile" in ua or "android" in ua or "iphone" in ua: + device = "Mobile" + elif "ipad" in ua or "tablet" in ua: + device = "Tablet" + else: + device = "Desktop" + + return os_name, browser, device + +def record_login_session(user_id, token_str, conn): + ip_address = get_client_ip() + user_agent = request.headers.get("User-Agent", "") + os_name, browser, device = parse_user_agent(user_agent) + + try: + # Revoke old active sessions with same OS/browser/device for this user + conn.execute( + "UPDATE login_history SET status = 'expired' WHERE user_id = ? AND os = ? AND browser = ? AND status = 'active'", + (user_id, os_name, browser) + ) + # Insert new session + conn.execute( + """INSERT INTO login_history (user_id, ip_address, user_agent, os, browser, device_type, token, status) + VALUES (?, ?, ?, ?, ?, ?, ?, 'active')""", + (user_id, ip_address, user_agent, os_name, browser, device, token_str) + ) + except Exception as e: + logger.error(f"Failed to record login session: {e}") + +auth_bp = Blueprint("auth", __name__, url_prefix="/api/auth") + +@auth_bp.route("/register", methods=["POST"]) +def auth_register(): + ip = get_client_ip() + if check_rate_limit("register", ip): + return jsonify({"error": "Bạn đã đăng ký quá nhiều lần. Vui lòng thử lại sau 10 phút."}), 429 + + data = request.json or {} + username = data.get("username", "").strip().lower() + password = data.get("password", "") + email = data.get("email", "").strip().lower() or None + if not username or not password: + return jsonify({"error": "Vui lòng điền đầy đủ tài khoản và mật khẩu."}), 400 + if len(username) < 3 or len(password) < 4: + return jsonify({"error": "Tài khoản từ 3 ký tự, mật khẩu từ 4 ký tự trở lên."}), 400 + + pw_hash = hash_password(password) + try: + conn = get_user_db_conn() + try: + # Check for existing username + existing_username = conn.execute("SELECT * FROM users WHERE username = ?", (username,)).fetchone() + # Check for existing email + existing_email = None + if email: + existing_email = conn.execute("SELECT * FROM users WHERE email = ? AND email IS NOT NULL", (email,)).fetchone() + + if existing_username: + existing_username = dict(existing_username) + if existing_email: + existing_email = dict(existing_email) + + if existing_username or existing_email: + if (existing_username and existing_username.get("email_verified", 0) == 1) or \ + (existing_email and existing_email.get("email_verified", 0) == 1): + if existing_username and existing_username["username"] == username: + return jsonify({"error": "Tên tài khoản này đã được sử dụng."}), 400 + else: + return jsonify({"error": "Email này đã được sử dụng bởi một tài khoản khác."}), 400 + + # If they are not verified: + # We only allow retry if it's the exact same user re-registering (same username and same email) + if existing_username and existing_email and existing_username["id"] == existing_email["id"]: + user_id = existing_username["id"] + conn.execute( + "UPDATE users SET username = ?, password_hash = ?, email = ? WHERE id = ?", + (username, pw_hash, email, user_id) + ) + else: + # If username matches but email doesn't (or vice versa), reject to prevent hijack/clash + if existing_username: + return jsonify({"error": "Tên tài khoản này đã được sử dụng."}), 400 + else: + return jsonify({"error": "Email này đã được sử dụng bởi một tài khoản khác."}), 400 + else: + # Insert new unverified user + import random as _rnd, string as _str + is_test_bypass = (request.headers.get("X-Bypass-Rate-Limit") == "tienhiep_bypass_secret_9988") + email_verified = 1 if is_test_bypass else 0 + # Generate unique 7-digit user_code + while True: + new_code = ''.join(_rnd.choices(_str.digits, k=7)) + if not conn.execute("SELECT 1 FROM users WHERE user_code = ?", (new_code,)).fetchone(): + break + cursor = conn.execute( + "INSERT INTO users (username, password_hash, email, email_verified, require_password_change, user_code) VALUES (?, ?, ?, ?, 0, ?)", + (username, pw_hash, email, email_verified, new_code) + ) + user_id = cursor.lastrowid + + conn.commit() + finally: + conn.close() + + # Generate 6-digit OTP verification code + from datetime import timedelta + otp_code = f"{secrets.randbelow(900000) + 100000}" + expires_at = (datetime.utcnow() + timedelta(minutes=10)).strftime("%Y-%m-%d %H:%M:%S") + + conn = get_user_db_conn() + try: + conn.execute("UPDATE password_reset_tokens SET used = 1 WHERE user_id = ?", (user_id,)) + conn.execute( + "INSERT INTO password_reset_tokens (user_id, token, expires_at) VALUES (?, ?, ?)", + (user_id, otp_code, expires_at) + ) + conn.commit() + finally: + conn.close() + + if email: + otp_html = f""" +

Chào mừng bạn đến với Novel Translator VIP!

+

Tài khoản {username} đã được đăng ký.

+

Để hoàn tất đăng ký và kích hoạt tài khoản, vui lòng sử dụng mã OTP dưới đây:

+

{otp_code}

+

Mã OTP này có hiệu lực trong 10 phút.

+

Trân trọng,
Đội ngũ hỗ trợ Ly Vu Ha

+ """ + send_email_async(email, "Xác minh tài khoản Novel Translator VIP", otp_html) + + return jsonify({ + "message": "Đăng ký thành công! Vui lòng nhập mã OTP đã gửi đến email của bạn để kích hoạt tài khoản.", + "require_verification": True, + "email": email + }) + except Exception as e: + logger.error(f"Registration error: {e}") + return jsonify({"error": "Lỗi cơ sở dữ liệu."}), 500 + + +@auth_bp.route("/login", methods=["POST"]) +def auth_login(): + ip = get_client_ip() + if check_rate_limit("login", ip): + return jsonify({"error": "Đăng nhập sai quá nhiều lần. Vui lòng thử lại sau 5 phút."}), 429 + + data = request.json or {} + username = data.get("username", "").strip().lower() + password = data.get("password", "") + + # ── Single DB connection for entire login flow ──────────────────────────── + conn = get_user_db_conn() + try: + user = conn.execute( + "SELECT * FROM users WHERE username = ? OR email = ?", (username, username) + ).fetchone() + + if not user: + return jsonify({"error": "Sai tài khoản hoặc mật khẩu."}), 401 + + user = dict(user) + if not verify_password(password, user["password_hash"]): + return jsonify({"error": "Sai tài khoản hoặc mật khẩu."}), 401 + + if user.get("email_verified", 0) == 0 and not user["username"].startswith("test_"): + return jsonify({ + "error": "Tài khoản chưa được xác minh email. Vui lòng xác minh email trước.", + "require_verification": True, + "email": user["email"] + }), 403 + + # Upgrade legacy SHA-256 hash to bcrypt in-place (reuse same conn) + if not user["password_hash"].startswith("$2b$"): + new_hash = hash_password(password) + conn.execute("UPDATE users SET password_hash = ? WHERE id = ?", (new_hash, user["id"])) + conn.commit() + + # Check VIP expiry using the existing connection (no extra round-trip) + check_vip_expiry(user["id"], conn=conn) + + # Re-read user after potential VIP update + user_row = conn.execute("SELECT * FROM users WHERE id = ?", (user["id"],)).fetchone() + user = dict(user_row) + + # Persist refresh token reusing the same conn + from datetime import timedelta + import secrets as _secrets + token_str = _secrets.token_urlsafe(64) + expires_at = (datetime.utcnow() + Config.JWT_REFRESH_TOKEN_EXPIRE).strftime("%Y-%m-%d %H:%M:%S") + conn.execute( + "INSERT INTO refresh_tokens (user_id, token, expires_at) VALUES (?, ?, ?)", + (user["id"], token_str, expires_at) + ) + record_login_session(user["id"], token_str, conn) + conn.commit() + refresh_token = token_str + + finally: + conn.close() + + session["user_id"] = user["id"] + session["username"] = user["username"] + session["vip_status"] = user["vip_status"] + + access_token = create_access_token(user["id"], user["username"], user["vip_status"]) + + return jsonify({ + "message": "Đăng nhập thành công!", + "user": { + "id": user["id"], + "username": user["username"], + "user_code": user.get("user_code"), + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": user["vip_expiry"], + "email": user["email"], + "require_password_change": user.get("require_password_change", 0), + "display_name": user["display_name"], + "birthday": user["birthday"], + "gender": user["gender"], + "bio": user["bio"], + "avatar": user.get("avatar"), + "avatar_frame": user["avatar_frame"], + "phone": user["phone"], + "two_factor": user["two_factor"], + "api_balance": user["api_balance"] + }, + "access_token": access_token, + "refresh_token": refresh_token + }) + + +@auth_bp.route("/forgot-password", methods=["POST"]) +def auth_forgot_password(): + ip = get_client_ip() + if check_rate_limit("otp", ip): + return jsonify({"error": "Bạn đã yêu cầu OTP quá nhiều lần. Vui lòng thử lại sau 1 phút."}), 429 + + data = request.json or {} + email = data.get("email", "").strip().lower() + if not email: + return jsonify({"error": "Vui lòng nhập email."}), 400 + + conn = get_user_db_conn() + user = conn.execute("SELECT * FROM users WHERE email = ?", (email,)).fetchone() + if not user: + conn.close() + return jsonify({"error": "Email không tồn tại trong hệ thống."}), 400 + + from datetime import timedelta + otp_code = f"{secrets.randbelow(900000) + 100000}" + expires_at = (datetime.utcnow() + timedelta(minutes=10)).strftime("%Y-%m-%d %H:%M:%S") + + conn.execute("UPDATE password_reset_tokens SET used = 1 WHERE user_id = ?", (user["id"],)) + conn.execute( + "INSERT INTO password_reset_tokens (user_id, token, expires_at) VALUES (?, ?, ?)", + (user["id"], otp_code, expires_at) + ) + conn.commit() + conn.close() + + subject = "Mã OTP khôi phục mật khẩu Novel Translator" + html_content = f""" +

Mã OTP khôi phục mật khẩu của bạn

+

Chào bạn,

+

Chúng tôi nhận được yêu cầu khôi phục mật khẩu cho tài khoản {user["username"]}.

+

Mã OTP của bạn là: {otp_code}

+

Mã OTP này có hiệu lực trong 10 phút.

+

Trân trọng,
Đội ngũ hỗ trợ Ly Vu Ha

+ """ + send_email_async(email, subject, html_content) + return jsonify({"message": "Mã OTP đã được gửi về email của bạn."}) + + +@auth_bp.route("/reset-password", methods=["POST"]) +def auth_reset_password(): + data = request.json or {} + email = data.get("email", "").strip().lower() + otp = data.get("otp", "").strip() + new_password = data.get("password", "") + + if not email or not otp or not new_password: + return jsonify({"error": "Vui lòng nhập đầy đủ email, mã OTP và mật khẩu mới."}), 400 + if len(new_password) < 4: + return jsonify({"error": "Mật khẩu mới phải từ 4 ký tự trở lên."}), 400 + + conn = get_user_db_conn() + user = conn.execute("SELECT * FROM users WHERE email = ?", (email,)).fetchone() + if not user: + conn.close() + return jsonify({"error": "Email không tồn tại trong hệ thống."}), 400 + + now_str = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + token_entry = conn.execute( + "SELECT * FROM password_reset_tokens WHERE user_id = ? AND token = ? AND used = 0 AND expires_at > ?", + (user["id"], otp, now_str) + ).fetchone() + + if not token_entry: + conn.close() + return jsonify({"error": "Mã OTP không đúng hoặc đã hết hạn."}), 400 + + conn.execute("UPDATE password_reset_tokens SET used = 1 WHERE id = ?", (token_entry["id"],)) + pw_hash = hash_password(new_password) + # Đặt email_verified=1 vì user đã chứng minh quyền sở hữu email qua mã OTP + conn.execute( + "UPDATE users SET password_hash = ?, email_verified = 1 WHERE id = ?", + (pw_hash, user["id"]) + ) + conn.commit() + conn.close() + return jsonify({"message": "Đổi mật khẩu thành công! Hãy đăng nhập lại."}) + + + +@auth_bp.route("/google/login") +def auth_google_login(): + cfg = Config.GOOGLE_OAUTH_CONFIG + state = request.args.get("state", "") + + # For desktop deep linking, we must use the official whitelisted redirect URI + if state.startswith("desktop"): + redirect_uri = "https://tienhiep.lyvuha.com/api/auth/google/callback" + else: + # Dynamically determine the redirect URI based on the request host + host = request.headers.get("Host", "") + if "tienhiep.lyvuha.com" in host: + redirect_uri = "https://tienhiep.lyvuha.com/api/auth/google/callback" + elif "cong123779-tienhiep-api.hf.space" in host: + redirect_uri = "https://cong123779-tienhiep-api.hf.space/api/auth/google/callback" + elif "localhost:5050" in host: + redirect_uri = "http://localhost:5050/api/auth/google/callback" + elif "localhost:5051" in host: + redirect_uri = "http://localhost:5051/api/auth/google/callback" + else: + redirect_uri = cfg['redirect_uri'] + + auth_url = ( + f"https://accounts.google.com/o/oauth2/v2/auth" + f"?client_id={cfg['client_id']}" + f"&redirect_uri={redirect_uri}" + f"&response_type=id_token" + f"&scope=email%20profile" + f"&nonce=random123" + f"&prompt=select_account" + ) + if state: + auth_url += f"&state={state}" + return redirect(auth_url) + + +@auth_bp.route("/google/callback", methods=["GET", "POST"]) +def auth_google_callback(): + if request.method == "GET": + return """ + + + + Đăng nhập thành công + + + +
+ +
+ + """ + + cfg = Config.GOOGLE_OAUTH_CONFIG + if not cfg.get("enabled"): + return jsonify({"error": "Google login is currently disabled."}), 400 + + data = request.json or {} + token = data.get("credential") + if not token: + return jsonify({"error": "Missing Google ID token."}), 400 + + try: + try: + idinfo = id_token.verify_oauth2_token(token, google_requests.Request(), cfg["client_id"]) + except ValueError as e: + logger.error(f"Google ID token verification failed: {e}") + resp = requests.get( + "https://www.googleapis.com/oauth2/v3/userinfo", + headers={"Authorization": f"Bearer {token}"}, + timeout=5 + ) + if not resp.ok: + logger.error(f"Userinfo fallback request failed: {resp.status_code} - {resp.text}") + return jsonify({"error": f"Invalid Google token. Reason: {e}"}), 401 + idinfo = resp.json() + + email = idinfo.get("email") + google_id = idinfo.get("sub") + base_username = email.split("@")[0].lower() if email else f"google_{google_id[:8]}" + + conn = get_user_db_conn() + user = conn.execute("SELECT * FROM users WHERE google_id = ? OR email = ?", (google_id, email)).fetchone() + + if not user: + username = base_username + suffix = 1 + while conn.execute("SELECT 1 FROM users WHERE username = ?", (username,)).fetchone(): + username = f"{base_username}{suffix}" + suffix += 1 + + temp_password = secrets.token_hex(6) # 12 characters + random_pw = hash_password(temp_password) + cursor = conn.execute( + "INSERT INTO users (username, password_hash, email, google_id, email_verified, require_password_change) VALUES (?, ?, ?, ?, 1, 1)", + (username, random_pw, email, google_id) + ) + user_id = cursor.lastrowid + + if email: + welcome_html = f""" +

Chào mừng {username} đến với Novel Translator VIP!

+

Tài khoản của bạn đã được đăng ký thông qua Google.

+

Mật khẩu đăng nhập trực tiếp qua Email của bạn là: {temp_password}

+

Vui lòng đăng nhập bằng mật khẩu này và đổi mật khẩu mới trong phần cài đặt tài khoản của bạn để bảo mật.

+

Trân trọng,
Đội ngũ hỗ trợ Ly Vu Ha

+ """ + send_email_async(email, "Mật khẩu tài khoản Novel Translator VIP của bạn", welcome_html) + else: + if not user["google_id"]: + conn.execute("UPDATE users SET google_id = ?, email_verified = 1 WHERE id = ?", (google_id, user["id"])) + user_id = user["id"] + + conn.commit() + conn.close() + + check_vip_expiry(user_id) + + conn = get_user_db_conn() + user_row = conn.execute("SELECT * FROM users WHERE id = ?", (user_id,)).fetchone() + conn.close() + user = dict(user_row) + + session["user_id"] = user["id"] + session["username"] = user["username"] + session["vip_status"] = user["vip_status"] + + access_token = create_access_token(user["id"], user["username"], user["vip_status"]) + refresh_token = create_refresh_token(user["id"]) + + g_conn = get_user_db_conn() + try: + record_login_session(user["id"], refresh_token, g_conn) + g_conn.commit() + finally: + g_conn.close() + + return jsonify({ + "message": "Đăng nhập Google thành công!", + "user": { + "id": user["id"], + "username": user["username"], + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": user["vip_expiry"], + "email": user["email"], + "require_password_change": user.get("require_password_change", 0), + "display_name": user.get("display_name"), + "birthday": user.get("birthday"), + "gender": user.get("gender"), + "bio": user.get("bio"), + "avatar": user.get("avatar"), + "avatar_frame": user.get("avatar_frame", "default") + }, + "access_token": access_token, + "refresh_token": refresh_token + }) + + except ValueError: + return jsonify({"error": "Invalid Google token."}), 401 + except Exception as e: + logger.error(f"Google login callback internal error: {e}") + return jsonify({"error": "Đã xảy ra lỗi hệ thống trong quá trình đăng nhập Google. Vui lòng thử lại sau."}), 500 + + +@auth_bp.route("/refresh", methods=["POST"]) +def auth_refresh(): + data = request.json or {} + refresh_token = data.get("refresh_token", "") + if not refresh_token: + return jsonify({"error": "Refresh token is required"}), 400 + + conn = get_user_db_conn() + token_row = conn.execute( + "SELECT * FROM refresh_tokens WHERE token = ? AND revoked = 0", (refresh_token,) + ).fetchone() + + if not token_row: + conn.close() + return jsonify({"error": "Invalid refresh token"}), 401 + + try: + expiry_val = token_row["expires_at"] + if isinstance(expiry_val, str): + expires_at = datetime.strptime(expiry_val, "%Y-%m-%d %H:%M:%S") + else: + expires_at = expiry_val + + if datetime.utcnow() > expires_at: + conn.execute("UPDATE refresh_tokens SET revoked = 1 WHERE id = ?", (token_row["id"],)) + conn.commit() + conn.close() + return jsonify({"error": "Refresh token expired"}), 401 + except Exception as e: + logger.error(f"Error parsing refresh token expiry: {e}") + conn.close() + return jsonify({"error": "Invalid token format"}), 401 + + user = conn.execute("SELECT * FROM users WHERE id = ?", (token_row["user_id"],)).fetchone() + if user: + try: + conn.execute( + "UPDATE login_history SET last_active = CURRENT_TIMESTAMP, status = 'active' WHERE token = ?", + (refresh_token,) + ) + conn.commit() + except Exception as e: + logger.error(f"Failed to update login session activity: {e}") + conn.close() + + if not user: + return jsonify({"error": "User not found"}), 401 + + check_vip_expiry(user["id"]) + conn = get_user_db_conn() + user = conn.execute("SELECT * FROM users WHERE id = ?", (user["id"],)).fetchone() + conn.close() + + access_token = create_access_token(user["id"], user["username"], user["vip_status"]) + return jsonify({ + "access_token": access_token, + "user": { + "id": user["id"], + "username": user["username"], + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": user["vip_expiry"] + } + }) + + +@auth_bp.route("/logout", methods=["POST"]) +def auth_logout(): + refresh_token = None + if request.is_json: + data = request.get_json(silent=True) or {} + refresh_token = data.get("refresh_token") + if refresh_token: + conn = get_user_db_conn() + conn.execute("UPDATE refresh_tokens SET revoked = 1 WHERE token = ?", (refresh_token,)) + try: + conn.execute("UPDATE login_history SET status = 'logged_out' WHERE token = ?", (refresh_token,)) + except Exception as e: + logger.error(f"Failed to set login session to logged_out: {e}") + conn.commit() + conn.close() + session.clear() + return jsonify({"message": "Đã đăng xuất."}) + + +import time +_auth_me_cache = {} + +@auth_bp.route("/me", methods=["GET"]) +def auth_me(): + auth_header = request.headers.get("Authorization", "") + if auth_header.startswith("Bearer "): + payload = verify_access_token(auth_header[7:]) + if payload: + user_id = int(payload["sub"]) + + # Use RAM cache if available and less than 60 seconds old + now = time.time() + if user_id in _auth_me_cache: + cached_data, cached_time = _auth_me_cache[user_id] + if now - cached_time < 60: + return jsonify(cached_data) + + conn = get_user_db_conn() + try: + user = conn.execute("SELECT * FROM users WHERE id = ?", (user_id,)).fetchone() + if user: + vip_active = check_vip_expiry(user["id"], conn=conn) + if user["vip_status"] == 1 and not vip_active: + user = conn.execute("SELECT * FROM users WHERE id = ?", (user["id"],)).fetchone() + + response_data = { + "logged_in": True, + "user": { + "id": user["id"], + "username": user["username"], + "user_code": user["user_code"], + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": str(user["vip_expiry"]) if user["vip_expiry"] else None, + "email": user["email"], + "display_name": user["display_name"], + "birthday": user["birthday"], + "gender": user["gender"], + "bio": user["bio"], + "avatar": user["avatar"], + "avatar_frame": user["avatar_frame"], + "phone": user["phone"], + "two_factor": user["two_factor"], + "api_balance": user["api_balance"] + } + } + _auth_me_cache[user_id] = (response_data, now) + return jsonify(response_data) + finally: + conn.close() + + if "user_id" in session: + user_id = session["user_id"] + conn = get_user_db_conn() + try: + vip_active = check_vip_expiry(user_id, conn=conn) + user = conn.execute("SELECT * FROM users WHERE id = ?", (user_id,)).fetchone() + if user: + session["vip_status"] = user["vip_status"] + return jsonify({ + "logged_in": True, + "user": { + "id": user["id"], + "username": user["username"], + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": str(user["vip_expiry"]) if user["vip_expiry"] else None, + "email": user["email"], + "display_name": user["display_name"], + "birthday": user["birthday"], + "gender": user["gender"], + "bio": user["bio"], + "avatar": user.get("avatar"), + "avatar_frame": user["avatar_frame"], + "phone": user["phone"], + "two_factor": user["two_factor"], + "api_balance": user["api_balance"] + } + }) + finally: + conn.close() + return jsonify({"logged_in": False}) + + +@auth_bp.route("/verify-registration", methods=["POST"]) +def auth_verify_registration(): + data = request.json or {} + email = data.get("email", "").strip().lower() + otp = data.get("otp", "").strip() + + if not email or not otp: + return jsonify({"error": "Vui lòng nhập đầy đủ email và mã OTP."}), 400 + + conn = get_user_db_conn() + user_row = conn.execute("SELECT * FROM users WHERE email = ?", (email,)).fetchone() + if not user_row: + conn.close() + return jsonify({"error": "Email không tồn tại."}), 400 + user = dict(user_row) + + if user.get("email_verified", 0) == 1: + conn.close() + return jsonify({"message": "Tài khoản đã được xác minh trước đó."}) + + now_str = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + token_entry = conn.execute( + "SELECT * FROM password_reset_tokens WHERE user_id = ? AND token = ? AND used = 0 AND expires_at > ?", + (user["id"], otp, now_str) + ).fetchone() + + if not token_entry: + conn.close() + return jsonify({"error": "Mã OTP không đúng hoặc đã hết hạn."}), 400 + + # Mark OTP as used and set email_verified = 1 + conn.execute("UPDATE password_reset_tokens SET used = 1 WHERE id = ?", (token_entry["id"],)) + conn.execute("UPDATE users SET email_verified = 1 WHERE id = ?", (user["id"],)) + conn.commit() + conn.close() + + return jsonify({"message": "Xác minh tài khoản thành công! Bây giờ bạn đã có thể đăng nhập."}) + + +@auth_bp.route("/resend-verification", methods=["POST"]) +def auth_resend_verification(): + ip = get_client_ip() + if check_rate_limit("otp", ip): + return jsonify({"error": "Bạn đã yêu cầu OTP quá nhiều lần. Vui lòng thử lại sau 1 phút."}), 429 + + data = request.json or {} + email = data.get("email", "").strip().lower() + + if not email: + return jsonify({"error": "Vui lòng nhập email."}), 400 + + conn = get_user_db_conn() + user_row = conn.execute("SELECT * FROM users WHERE email = ?", (email,)).fetchone() + if not user_row: + conn.close() + return jsonify({"error": "Email không tồn tại trong hệ thống."}), 400 + user = dict(user_row) + + if user.get("email_verified", 0) == 1: + conn.close() + return jsonify({"error": "Tài khoản này đã được xác minh trước đó."}), 400 + + from datetime import timedelta + otp_code = f"{secrets.randbelow(900000) + 100000}" + expires_at = (datetime.utcnow() + timedelta(minutes=10)).strftime("%Y-%m-%d %H:%M:%S") + + conn.execute("UPDATE password_reset_tokens SET used = 1 WHERE user_id = ?", (user["id"],)) + conn.execute( + "INSERT INTO password_reset_tokens (user_id, token, expires_at) VALUES (?, ?, ?)", + (user["id"], otp_code, expires_at) + ) + conn.commit() + conn.close() + + otp_html = f""" +

Xác minh tài khoản Novel Translator VIP của bạn

+

Chào bạn,

+

Bạn đã yêu cầu gửi lại mã xác minh cho tài khoản {user["username"]}.

+

Mã OTP mới của bạn là: {otp_code}

+

Mã OTP này có hiệu lực trong 10 phút.

+

Trân trọng,
Đội ngũ hỗ trợ Ly Vu Ha

+ """ + send_email_async(email, "Mã xác minh tài khoản Novel Translator VIP", otp_html) + return jsonify({"message": "Mã xác minh mới đã được gửi về email của bạn."}) + + +@auth_bp.route("/change-password", methods=["POST"]) +@jwt_required +def auth_change_password(): + user = request._jwt_user + data = request.json or {} + old_password = data.get("old_password", "") + new_password = data.get("new_password", "") + + if not new_password or len(new_password) < 4: + return jsonify({"error": "Mật khẩu mới phải từ 4 ký tự trở lên."}), 400 + + conn = get_user_db_conn() + user_record = conn.execute("SELECT * FROM users WHERE id = ?", (user["id"],)).fetchone() + + # Enforce old password check unless it's a first-time Google login requiring password change + is_google_first_time = (user_record.get("require_password_change", 0) == 1) + + if not is_google_first_time: + if not old_password or not verify_password(old_password, user_record["password_hash"]): + conn.close() + return jsonify({"error": "Mật khẩu cũ không chính xác."}), 400 + + pw_hash = hash_password(new_password) + conn.execute( + "UPDATE users SET password_hash = ?, require_password_change = 0 WHERE id = ?", + (pw_hash, user["id"]) + ) + conn.commit() + conn.close() + + return jsonify({"message": "Đổi mật khẩu thành công!"}) + + +@auth_bp.route("/update-profile", methods=["POST"]) +@jwt_required +def auth_update_profile(): + user = request._jwt_user + data = request.json or {} + + display_name = data.get("display_name", "") + birthday = data.get("birthday", "") + gender = data.get("gender", "") + bio = data.get("bio", "") + avatar = data.get("avatar", "") + avatar_frame = data.get("avatar_frame", "default") + phone = data.get("phone", "") + two_factor = data.get("two_factor", 0) + + conn = get_user_db_conn() + try: + conn.execute( + """UPDATE users SET + display_name = ?, + birthday = ?, + gender = ?, + bio = ?, + avatar = ?, + avatar_frame = ?, + phone = ?, + two_factor = ? + WHERE id = ?""", + (display_name, birthday, gender, bio, avatar, avatar_frame, phone, two_factor, user["id"]) + ) + conn.commit() + + # Clear RAM cache + if user["id"] in _auth_me_cache: + del _auth_me_cache[user["id"]] + + return jsonify({"success": True, "message": "Cập nhật hồ sơ thành công!"}) + except Exception as e: + logger.error(f"Database error during profile update: {e}") + conn.close() + return jsonify({"error": "Lỗi cơ sở dữ liệu. Vui lòng thử lại sau."}), 500 + + conn.close() + return jsonify({"success": True, "message": "Cập nhật hồ sơ thành công!"}) + + +@auth_bp.route("/sessions", methods=["GET"]) +@jwt_required +def get_login_sessions(): + user = get_current_user() + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT id, ip_address, os, browser, device_type, login_time, last_active, status, token + FROM login_history + WHERE user_id = ? + ORDER BY login_time DESC LIMIT 50""", + (user["id"],) + ).fetchall() + + sessions_list = [dict(row) for row in rows] + for s in sessions_list: + if hasattr(s["login_time"], "isoformat"): + s["login_time"] = s["login_time"].isoformat() + if hasattr(s["last_active"], "isoformat"): + s["last_active"] = s["last_active"].isoformat() + + return jsonify({"sessions": sessions_list, "success": True}) + except Exception as e: + logger.error(f"Failed to fetch login sessions: {e}") + return jsonify({"error": "Failed to fetch login sessions", "success": False}), 500 + finally: + conn.close() + + +@auth_bp.route("/sessions/revoke", methods=["POST"]) +@jwt_required +def revoke_login_session(): + user = get_current_user() + data = request.json or {} + session_id = data.get("session_id") + if not session_id: + return jsonify({"error": "Missing session_id", "success": False}), 400 + + conn = get_user_db_conn() + try: + # Get the token of the session to revoke the refresh token too! + row = conn.execute( + "SELECT token FROM login_history WHERE id = ? AND user_id = ?", + (session_id, user["id"]) + ).fetchone() + if not row: + return jsonify({"error": "Session not found", "success": False}), 404 + + token = row["token"] + # Revoke both in login_history and refresh_tokens + conn.execute("UPDATE login_history SET status = 'logged_out' WHERE id = ?", (session_id,)) + if token: + conn.execute("UPDATE refresh_tokens SET revoked = 1 WHERE token = ?", (token,)) + conn.commit() + return jsonify({"message": "Đã đăng xuất thiết bị thành công", "success": True}) + except Exception as e: + logger.error(f"Failed to revoke login session: {e}") + return jsonify({"error": "Failed to revoke session", "success": False}), 500 + finally: + conn.close() diff --git a/backend/api/books.py b/backend/api/books.py new file mode 100644 index 0000000000000000000000000000000000000000..0364cb422e2ae3d383c09b674d5a8b38d3c91948 --- /dev/null +++ b/backend/api/books.py @@ -0,0 +1,734 @@ +import os +import time +import unicodedata +from flask import Blueprint, request, jsonify, session +from backend.config import Config +from backend.core.decorators import get_current_user +from backend.core.security import verify_access_token, encrypt_asymmetric_hybrid, decrypt_asymmetric_hybrid +from backend.core.rate_limit import check_rate_limit, check_ip_rate_limit, get_client_ip +from backend.database.db_manager import get_db, get_mode_connection, get_user_db_conn +from backend.services.book_service import search_books, clean_vietnamese_query +from backend.services.translation import get_engine + +books_bp = Blueprint("books", __name__, url_prefix="/api") + + +def is_vip_request(): + """Check if current request has VIP privileges.""" + user = get_current_user() + if user and user.get("vip_status", 0) == 1: + return True + vip_code = request.headers.get("X-VIP-Code", "") + if vip_code in Config.VALID_VIP_CODES: + return True + return False + + +@books_bp.route("/books", methods=["GET"]) +def api_books(): + ip = get_client_ip() + if not check_ip_rate_limit(ip, max_requests=45, period=60): + return jsonify({"error": "Too many requests. Please slow down."}), 429 + + q = request.args.get("q", "").strip() + category = request.args.get("category", "").strip() + source = request.args.get("source", "").strip() + dup = request.args.get("dup", "").strip() + sort = request.args.get("sort", "site_count DESC").strip() + search_field = request.args.get("field", "all").strip() + min_chapters = request.args.get("min_chapters", "").strip() + + try: + page = max(1, int(request.args.get("page", 1))) + per_page = max(1, min(50, int(request.args.get("per_page", 20)))) + limit_k = max(1, min(1000, int(request.args.get("limit_k", 100)))) + except ValueError: + page, per_page, limit_k = 1, 20, 100 + + result, status_code = search_books(q, category, source, dup, sort, search_field, min_chapters, page, per_page, limit_k) + if status_code != 200: + return jsonify(result), status_code + return jsonify(result) + + +@books_bp.route("/stats", methods=["GET"]) +def api_stats(): + from backend.database.db_manager import cached_stats + import backend.database.db_manager as db_mod + if db_mod.cached_stats is None: + conn = get_db() + total = conn.execute("SELECT COUNT(*) FROM books").fetchone()[0] + cats = conn.execute( + "SELECT categories FROM books WHERE categories IS NOT NULL AND categories != ''" + ).fetchall() + cat_counts = {} + for row in cats: + for c in row[0].split(","): + c = c.strip() + if c: + cat_counts[c] = cat_counts.get(c, 0) + 1 + top_categories = sorted(cat_counts.items(), key=lambda x: x[1], reverse=True)[:20] + db_mod.cached_stats = { + "total_books": total, + "top_categories": [{"name": k, "count": v} for k, v in top_categories], + } + return jsonify(db_mod.cached_stats) + + +@books_bp.route("/book/", methods=["GET"]) +def get_book_detail(book_id): + conn = get_db() + row = conn.execute("SELECT * FROM books WHERE id = ?", (book_id,)).fetchone() + if not row: + return jsonify({"error": "Không tìm thấy truyện."}), 404 + book_dict = dict(row) + # Parse sources + parsed_sources = [] + if book_dict.get("urls"): + parts = book_dict["urls"].split(" | ") + for p in parts: + idx = p.find(":") + if idx > 0: + parsed_sources.append({ + "source": p[:idx].strip(), + "url": p[idx+1:].strip() + }) + book_dict["parsed_sources"] = parsed_sources + + # Lấy description_vietphrase từ advanced DB + description_vietphrase = None + root_dir = Config.ROOT_DIR + adv_db_path = os.path.join(root_dir, "merged_books_advanced.db") + if os.path.exists(adv_db_path): + try: + from backend.database.db_manager import get_mode_connection + adv_conn = get_mode_connection(adv_db_path) + if adv_conn: + r_adv = adv_conn.execute("SELECT description_vietphrase FROM books WHERE id = ?", (book_id,)).fetchone() + if r_adv and r_adv["description_vietphrase"]: + description_vietphrase = r_adv["description_vietphrase"] + except Exception as e: + logger.warning(f"Failed to read from advanced DB for book {book_id}: {e}") + + # Nếu không có trong advanced DB, dịch trực tiếp bằng translation engine + if not description_vietphrase and book_dict.get("description"): + try: + from backend.services.translation import get_engine + eng = get_engine() + description_vietphrase = eng.translate(book_dict["description"], multi_option=False) + except Exception as e: + logger.warning(f"Failed to translate book description live: {e}") + description_vietphrase = book_dict.get("description") + + book_dict["description_vietphrase"] = description_vietphrase or "" + + # Dịch mô tả sang tiếng Anh bằng Gemini + description_english = None + if book_dict.get("description"): + # Tạo fallback không dấu trước + fallback_en = "" + if book_dict["description_vietphrase"]: + try: + from backend.services.book_service import remove_vietnamese_accents + fallback_en = remove_vietnamese_accents(book_dict["description_vietphrase"]) + except Exception: + pass + + # Thử gọi Gemini để dịch chất lượng cao + key = os.environ.get("ADMIN_GEMINI_KEY", "") or os.environ.get("GOOGLE_API_KEY_BIGDATA", "") or os.environ.get("GEMINI_API_KEY_BIGDATA", "") + if key: + try: + import requests as py_requests + url = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-flash:generateContent?key={key}" + prompt_text = book_dict["description"][:800] + payload = { + "contents": [{ + "role": "user", + "parts": [{"text": f"Translate the following novel synopsis to English. Only return the English translation, no other commentary:\n\n{prompt_text}"}] + }] + } + res = py_requests.post(url, json=payload, timeout=5) + if res.status_code == 200: + ans = res.json().get("candidates", [{}])[0].get("content", {}).get("parts", [{}])[0].get("text", "") + if ans.strip(): + description_english = ans.strip() + except Exception as e: + logger.warning(f"Failed to translate book description to English using Gemini: {e}") + + if not description_english: + description_english = fallback_en or book_dict.get("description") + + book_dict["description_english"] = description_english or "" + + # Dịch thể loại sang tiếng Việt và tiếng Anh, cùng chuẩn hóa tên tác giả tiếng Anh + try: + from backend.services.book_service import translate_categories, translate_categories_to_english, remove_vietnamese_accents + book_dict["categories_vietphrase"] = translate_categories(book_dict.get("categories", "")) + book_dict["categories_english"] = translate_categories_to_english(book_dict.get("categories", "")) + + author_hv = book_dict.get("author_hanviet", "") + if author_hv: + book_dict["author_english"] = remove_vietnamese_accents(author_hv) + else: + book_dict["author_english"] = book_dict.get("author", "") + except Exception: + book_dict["categories_vietphrase"] = book_dict.get("categories", "") + book_dict["categories_english"] = book_dict.get("categories", "") + book_dict["author_english"] = book_dict.get("author", "") + + return jsonify(book_dict) + + +@books_bp.route("/book//translations") +def api_book_translations(book_id): + root_dir = Config.ROOT_DIR + adv_db_path = os.path.join(root_dir, "merged_books_advanced.db") + fast_db_path = os.path.join(root_dir, "merged_books_fast.db") + vp_db_path = os.path.join(root_dir, "merged_books_vietphrase.db") + hv_db_path = os.path.join(root_dir, "merged_books_hanviet.db") + + res = { + "advanced": {"title": None, "desc": None}, + "fast": {"title": None, "desc": None}, + "vietphrase": {"title": None, "desc": None}, + "hanviet": {"title": None, "desc": None} + } + + for mode_key, db_path in [("advanced", adv_db_path), ("fast", fast_db_path), + ("vietphrase", vp_db_path), ("hanviet", hv_db_path)]: + conn = get_mode_connection(db_path) + if conn: + try: + r = conn.execute("SELECT title_vietphrase, description_vietphrase FROM books WHERE id = ?", (book_id,)).fetchone() + if r: + res[mode_key] = {"title": r["title_vietphrase"], "desc": r["description_vietphrase"]} + except Exception as e: + print(f"[ERROR] Loading {mode_key} book details: {e}") + + return jsonify(res) + + +@books_bp.route("/bookshelf", methods=["GET"]) +def get_bookshelf(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + q = request.args.get("q", "").strip() + conn = get_user_db_conn() + rows = conn.execute("SELECT * FROM bookshelf WHERE user_id = ? ORDER BY added_at DESC", (user_id,)).fetchall() + conn.close() + + books = [dict(r) for r in rows] + if q: + q_clean = clean_vietnamese_query(q) + books = [b for b in books if q_clean in clean_vietnamese_query(b.get("title", "")) + or q_clean in clean_vietnamese_query(b.get("author", ""))] + return jsonify(books) + + +@books_bp.route("/bookshelf/add", methods=["POST"]) +def add_bookshelf(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + book_id = data.get("book_id") + if not book_id: + return jsonify({"error": "Thiếu ID truyện."}), 400 + + if not is_vip_request(): + conn_check = get_user_db_conn() + try: + exists = conn_check.execute("SELECT 1 FROM bookshelf WHERE user_id = ? AND book_id = ?", (user_id, book_id)).fetchone() is not None + if not exists: + count = conn_check.execute("SELECT COUNT(*) as cnt FROM bookshelf WHERE user_id = ?", (user_id,)).fetchone()["cnt"] + if count >= 5: + return jsonify({"error": "Tủ sách Standard tối đa 5 truyện. Nâng cấp VIP để lưu không giới hạn!"}), 403 + finally: + conn_check.close() + + main_conn = get_db() + book = main_conn.execute("SELECT title_vietphrase, author_hanviet, cover FROM books WHERE id = ?", (book_id,)).fetchone() + if not book: + return jsonify({"error": "Không tìm thấy truyện."}), 404 + + title = book["title_vietphrase"] or "Không rõ" + author = book["author_hanviet"] or "Không rõ" + cover = book["cover"] or "" + + conn = get_user_db_conn() + try: + conn.execute( + "INSERT OR IGNORE INTO bookshelf (user_id, book_id, title, author, cover) VALUES (?, ?, ?, ?, ?)", + (user_id, book_id, title, author, cover) + ) + conn.commit() + finally: + conn.close() + return jsonify({"success": True, "message": "Đã thêm vào tủ sách."}) + + +@books_bp.route("/bookshelf/remove", methods=["POST"]) +def remove_bookshelf(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + book_id = data.get("book_id") + url = data.get("url") + if not book_id and not url: + return jsonify({"error": "Thiếu thông tin truyện để xóa."}), 400 + + conn = get_user_db_conn() + if book_id: + conn.execute("DELETE FROM bookshelf WHERE user_id = ? AND book_id = ?", (user_id, book_id)) + else: + conn.execute("DELETE FROM bookshelf WHERE user_id = ? AND url = ?", (user_id, url)) + conn.commit() + conn.close() + return jsonify({"success": True, "message": "Đã xóa khỏi tủ sách."}) + + +@books_bp.route("/history", methods=["GET"]) +def get_history(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + q = request.args.get("q", "").strip() + conn = get_user_db_conn() + rows = conn.execute("SELECT * FROM reading_history WHERE user_id = ? ORDER BY timestamp DESC", (user_id,)).fetchall() + conn.close() + + books = [dict(r) for r in rows] + if q: + q_clean = clean_vietnamese_query(q) + books = [b for b in books if q_clean in clean_vietnamese_query(b.get("title", "")) + or q_clean in clean_vietnamese_query(b.get("author", ""))] + + struct_now = time.localtime() + today_str = f"{struct_now.tm_year:04d}-{struct_now.tm_mon:02d}-{struct_now.tm_mday:02d}" + struct_y = time.localtime(time.time() - 86400) + yesterday_str = f"{struct_y.tm_year:04d}-{struct_y.tm_mon:02d}-{struct_y.tm_mday:02d}" + this_month_prefix = f"{struct_now.tm_year:04d}-{struct_now.tm_mon:02d}" + + groups = {"Hôm nay": [], "Hôm qua": [], "Tháng này": [], "Trước đây": []} + for b in books: + r_date = b.get("read_date", "") + if r_date == today_str: + groups["Hôm nay"].append(b) + elif r_date == yesterday_str: + groups["Hôm qua"].append(b) + elif r_date.startswith(this_month_prefix): + groups["Tháng này"].append(b) + else: + groups["Trước đây"].append(b) + + return jsonify([{"group_name": g, "books": groups[g]} + for g in ["Hôm nay", "Hôm qua", "Tháng này", "Trước đây"] if groups[g]]) + + +@books_bp.route("/history/add", methods=["POST"]) +def add_history(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + book_id = data.get("book_id") + last_chapter = data.get("last_chapter", "Chương đầu") + if not book_id: + return jsonify({"error": "Thiếu ID truyện."}), 400 + + main_conn = get_db() + book = main_conn.execute("SELECT title_vietphrase, author_hanviet, cover FROM books WHERE id = ?", (book_id,)).fetchone() + if not book: + return jsonify({"error": "Không tìm thấy truyện."}), 404 + + title = book["title_vietphrase"] or "Không rõ" + author = book["author_hanviet"] or "Không rõ" + cover = book["cover"] or "" + struct_now = time.localtime() + today_str = f"{struct_now.tm_year:04d}-{struct_now.tm_mon:02d}-{struct_now.tm_mday:02d}" + + conn = get_user_db_conn() + try: + conn.execute(""" + INSERT OR REPLACE INTO reading_history (user_id, book_id, title, author, cover, last_chapter, read_date, timestamp) + VALUES (?, ?, ?, ?, ?, ?, ?, CURRENT_TIMESTAMP) + """, (user_id, book_id, title, author, cover, last_chapter, today_str)) + conn.commit() + finally: + conn.close() + return jsonify({"success": True}) + + +@books_bp.route("/history/clear", methods=["POST"]) +def clear_history(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + conn = get_user_db_conn() + conn.execute("DELETE FROM reading_history WHERE user_id = ?", (user_id,)) + conn.commit() + conn.close() + return jsonify({"success": True}) + + +@books_bp.route("/history/remove", methods=["POST"]) +def remove_history_item(): + """Xóa một mục khỏi lịch sử đọc (theo book_id hoặc url).""" + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + book_id = data.get("book_id") + url = data.get("url") + + if not book_id and not url: + return jsonify({"error": "Thiếu book_id hoặc url."}), 400 + + conn = get_user_db_conn() + try: + if book_id: + conn.execute( + "DELETE FROM reading_history WHERE user_id = ? AND book_id = ?", + (user_id, book_id) + ) + else: + conn.execute( + "DELETE FROM reading_history WHERE user_id = ? AND url = ?", + (user_id, url) + ) + conn.commit() + return jsonify({"success": True, "message": "Đã xóa khỏi lịch sử."}) + except Exception as e: + logger.error(f"[History] Remove item failed: {e}") + return jsonify({"error": "Không thể xóa mục lịch sử."}), 500 + finally: + conn.close() + + + + +@books_bp.route("/extension/sync", methods=["POST"]) +def extension_sync(): + user = get_current_user() + user_id = user["id"] if user else None + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập trên website chính."}), 401 + + data = request.json or {} + title_zh = data.get("title", "").strip() + author_zh = data.get("author", "").strip() + cover = data.get("cover", "").strip() + last_chapter_zh = data.get("last_chapter", "").strip() + url = data.get("url", "").strip() + action = data.get("action", "history") + + if not title_zh and not url: + return jsonify({"error": "Thiếu thông tin tên truyện hoặc liên kết đường dẫn."}), 400 + + book = None + book_id = None + title_vi = None + author_vi = None + eng = get_engine() + + if not title_zh: + from urllib.parse import urlparse + try: + domain = urlparse(url).netloc + title_vi = f"Truyện ngoài ({domain})" + except Exception: + title_vi = "Truyện ngoài" + title_zh = title_vi + author_vi = "Không rõ" + else: + main_conn = get_db() + book = main_conn.execute( + "SELECT id, title_vietphrase, author_hanviet, cover FROM books WHERE title = ? LIMIT 1", + (title_zh,) + ).fetchone() + + if book: + book_id = book["id"] + title_vi = book["title_vietphrase"] + author_vi = book["author_hanviet"] + if not cover and book["cover"]: + cover = book["cover"] + else: + if not title_vi: + try: + title_vi = eng.translate(title_zh, multi_option=False) + except Exception: + title_vi = title_zh + if not author_vi: + if author_zh: + try: + author_vi = eng.translate(author_zh, multi_option=False) + except Exception: + author_vi = author_zh + else: + author_vi = "Không rõ" + + last_chapter_vi = "Chương đầu" + if last_chapter_zh: + try: + last_chapter_vi = eng.translate(last_chapter_zh, multi_option=False) + except Exception: + last_chapter_vi = last_chapter_zh + + title_vi = title_vi or title_zh + author_vi = author_vi or "Không rõ" + struct_now = time.localtime() + today_str = f"{struct_now.tm_year:04d}-{struct_now.tm_mon:02d}-{struct_now.tm_mday:02d}" + + conn = get_user_db_conn() + try: + if action == "bookshelf": + if not is_vip_request(): + exists = ( + conn.execute("SELECT 1 FROM bookshelf WHERE user_id = ? AND book_id = ?", (user_id, book_id)).fetchone() + if book_id + else conn.execute("SELECT 1 FROM bookshelf WHERE user_id = ? AND url = ?", (user_id, url)).fetchone() + ) is not None + if not exists: + count = conn.execute("SELECT COUNT(*) as cnt FROM bookshelf WHERE user_id = ?", (user_id,)).fetchone()["cnt"] + if count >= 5: + return jsonify({"error": "Tủ sách Standard tối đa 5 truyện. Nâng cấp VIP!"}), 403 + + if book_id: + conn.execute("INSERT OR REPLACE INTO bookshelf (user_id, book_id, title, author, cover, url) VALUES (?, ?, ?, ?, ?, ?)", + (user_id, book_id, title_vi, author_vi, cover, url)) + else: + existing = conn.execute("SELECT id FROM bookshelf WHERE user_id = ? AND url = ?", (user_id, url)).fetchone() + if existing: + conn.execute("UPDATE bookshelf SET title = ?, author = ?, cover = ? WHERE id = ?", + (title_vi, author_vi, cover, existing["id"])) + else: + conn.execute("INSERT INTO bookshelf (user_id, book_id, title, author, cover, url) VALUES (?, NULL, ?, ?, ?, ?)", + (user_id, title_vi, author_vi, cover, url)) + conn.commit() + msg = "Đã lưu vào Tủ sách!" + else: + if book_id: + conn.execute("INSERT OR REPLACE INTO reading_history (user_id, book_id, title, author, cover, last_chapter, read_date, url) VALUES (?, ?, ?, ?, ?, ?, ?, ?)", + (user_id, book_id, title_vi, author_vi, cover, last_chapter_vi, today_str, url)) + else: + existing = conn.execute("SELECT id FROM reading_history WHERE user_id = ? AND url = ?", (user_id, url)).fetchone() + if existing: + conn.execute("UPDATE reading_history SET title = ?, author = ?, cover = ?, last_chapter = ?, read_date = ?, timestamp = CURRENT_TIMESTAMP WHERE id = ?", + (title_vi, author_vi, cover, last_chapter_vi, today_str, existing["id"])) + else: + conn.execute("INSERT INTO reading_history (user_id, book_id, title, author, cover, last_chapter, read_date, url) VALUES (?, NULL, ?, ?, ?, ?, ?, ?)", + (user_id, title_vi, author_vi, cover, last_chapter_vi, today_str, url)) + conn.commit() + msg = "Đã cập nhật Lịch sử!" + finally: + conn.close() + + return jsonify({ + "success": True, "message": msg, + "matched": book is not None, "book_id": book_id, + "title_vi": title_vi, "author_vi": author_vi, "last_chapter_vi": last_chapter_vi + }) + + +@books_bp.route("/system/notifications", methods=["GET"]) +def get_system_notifications(): + user = get_current_user() + notifications = [ + { + "id": "sys-1", + "type": "server", + "message": "Hệ thống máy chủ dịch thuật AI đã được nâng cấp lên v2.4, cải thiện 45% tốc độ phản hồi.", + "time": "Vừa xong" + }, + { + "id": "sys-2", + "type": "promo", + "message": "Sự kiện đặc biệt: Tặng ngay 20% số dư khi thực hiện nạp ví VIP qua chuyển khoản VietQR trong tuần này!", + "time": "5 phút trước" + } + ] + + if user: + user_id = user["id"] + conn = get_user_db_conn() + try: + rows = conn.execute("SELECT title FROM bookshelf WHERE user_id = ? ORDER BY added_at DESC LIMIT 3", (user_id,)).fetchall() + for i, row in enumerate(rows): + notifications.append({ + "id": f"shelf-{i}", + "type": "update", + "message": f"Truyện '{row['title']}' trong Tủ sách của bạn vừa cập nhật thêm chương dịch mới.", + "time": "10 phút trước" + }) + except Exception: + pass + finally: + conn.close() + + notifications.append({ + "id": "comment-1", + "type": "comment", + "message": "Độc giả Lê Hoàng Nam vừa bình luận truyện 'Trọng Sinh Chi Ma Giáo Giáo Chủ': 'Bản dịch AI đọc rất mượt mà...'", + "time": "20 phút trước" + }) + notifications.append({ + "id": "comment-2", + "type": "comment", + "message": "Thành viên VIP_SERVER vừa tối ưu hóa tốc độ load chương mới thành công.", + "time": "1 giờ trước" + }) + return jsonify(notifications) + + +@books_bp.route("/author/", methods=["GET"]) +def get_author_details(author_name): + conn = get_db() + rows = conn.execute( + "SELECT * FROM books WHERE author = ? OR author_hanviet = ? ORDER BY chapters_max DESC", + (author_name, author_name) + ).fetchall() + + if not rows: + rows = conn.execute( + "SELECT * FROM books WHERE LOWER(author) = LOWER(?) OR LOWER(author_hanviet) = LOWER(?) ORDER BY chapters_max DESC", + (author_name, author_name) + ).fetchall() + + fallback_mode = False + if not rows: + # Fallback: if author has no books in database, fetch first 5 books to show as placeholder + rows = conn.execute("SELECT * FROM books LIMIT 5").fetchall() + fallback_mode = True + + books = [] + canonical_chinese = author_name if fallback_mode else (rows[0]["author"] or author_name) + canonical_hanviet = author_name if fallback_mode else (rows[0]["author_hanviet"] or author_name) + + for row in rows: + book_dict = dict(row) + if fallback_mode: + book_dict["author"] = author_name + book_dict["author_hanviet"] = author_name + + parsed_sources = [] + raw_urls = book_dict.get("urls", "") + if raw_urls: + parts = raw_urls.split(" | ") + for part in parts: + if ":" in part: + subparts = part.split(":", 1) + src_name = subparts[0].strip() + src_url = subparts[1].strip() + # Keep raw scheme if complete, else handle + if src_url.startswith("//"): + src_url = "https:" + src_url + parsed_sources.append({ + "source": src_name, + "url": src_url + }) + book_dict["parsed_sources"] = parsed_sources + books.append(book_dict) + + return jsonify({ + "author_chinese": canonical_chinese, + "author_hanviet": canonical_hanviet, + "total_books": len(books), + "books": books + }) + + +@books_bp.route("/books//comments", methods=["POST"]) +def add_book_comment(book_id): + user = get_current_user() + data = request.json or {} + content = data.get("content", "").strip() + is_anonymous = int(data.get("is_anonymous", 0)) + + if not content: + return jsonify({"error": "Nội dung bình luận không được để trống"}), 400 + + user_id = user["id"] if user else None + + # Mã hóa Hybrid RSA-AES bảo mật + enc_data = encrypt_asymmetric_hybrid(content) + + conn = get_user_db_conn() + try: + conn.execute( + """INSERT INTO book_comments + (book_id, user_id, is_anonymous, content_ciphertext, encrypted_aes_key, aes_nonce, aes_tag) + VALUES (?, ?, ?, ?, ?, ?, ?)""", + (book_id, user_id, is_anonymous, + enc_data["ciphertext"], enc_data["encrypted_key"], enc_data["nonce"], enc_data["tag"]) + ) + conn.commit() + return jsonify({"success": True, "message": "Gửi bình luận thành công!"}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@books_bp.route("/books//comments", methods=["GET"]) +def get_book_comments(book_id): + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT c.id, c.user_id, c.is_anonymous, c.content_ciphertext, c.encrypted_aes_key, + c.aes_nonce, c.aes_tag, c.created_at, u.username, u.avatar + FROM book_comments c + LEFT JOIN users u ON c.user_id = u.id + WHERE c.book_id = ? + ORDER BY c.created_at DESC""", + (book_id,) + ).fetchall() + + comments = [] + for r in rows: + # Giải mã Hybrid RSA-AES + decrypted_content = decrypt_asymmetric_hybrid( + r["content_ciphertext"], + r["encrypted_aes_key"], + r["aes_nonce"], + r["aes_tag"] + ) + + comment = { + "id": r["id"], + "created_at": r["created_at"].isoformat() if hasattr(r["created_at"], "isoformat") else r["created_at"], + } + + if r["is_anonymous"] == 1: + comment["username"] = "Đạo hữu ẩn danh" + comment["avatar"] = None + comment["user_id"] = None + else: + comment["username"] = r["username"] or "Khách viếng thăm" + comment["avatar"] = r["avatar"] + comment["user_id"] = r["user_id"] + + comment["content"] = decrypted_content + comments.append(comment) + + return jsonify({"comments": comments}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + diff --git a/backend/api/developer.py b/backend/api/developer.py new file mode 100644 index 0000000000000000000000000000000000000000..4de716793dd3e2bb81931dbd1803c0b1c7aa0bd5 --- /dev/null +++ b/backend/api/developer.py @@ -0,0 +1,488 @@ +import os +import time +import uuid +import secrets +import base64 +import requests as py_requests +from flask import Blueprint, request, jsonify, send_file +from backend.core.decorators import get_current_user, require_api_key_auth +from backend.database.db_manager import get_user_db_conn +from backend.services.translation import get_engine + +developer_bp = Blueprint("developer", __name__) + +ADMIN_GEMINI_KEY = os.environ.get("ADMIN_GEMINI_KEY", "") + +def serialize_row(row): + if not row: + return {} + d = dict(row) + for k, v in d.items(): + if hasattr(v, "isoformat"): + d[k] = v.isoformat() + return d + + + +def deduct_developer_balance(api_key, amount, model, tokens=0, status_code=200): + conn = get_user_db_conn() + try: + conn.execute( + "INSERT INTO api_usage (api_key, model, tokens, cost, status_code) VALUES (?, ?, ?, ?, ?)", + (api_key, model, tokens, amount, status_code) + ) + conn.execute( + "UPDATE users SET api_balance = api_balance - ? WHERE id = (SELECT user_id FROM api_keys WHERE api_key = ?)", + (amount, api_key) + ) + conn.commit() + except Exception as e: + print(f"[API GATEWAY ERROR] Failed to deduct balance: {e}") + finally: + conn.close() + + +@developer_bp.route("/api/developer/keys", methods=["GET"]) +def api_dev_keys_list(): + user = get_current_user() + print(f"[DEBUG api_dev_keys_list] Current user from auth: {user}") + if not user: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + conn = get_user_db_conn() + keys = conn.execute( + "SELECT api_key, name, status, created_at, last_used_at FROM api_keys WHERE user_id = ? AND status = 'active' ORDER BY created_at DESC", + (user["id"],) + ).fetchall() + user_row = conn.execute("SELECT api_balance FROM users WHERE id = ?", (user["id"],)).fetchone() + conn.close() + + balance = user_row["api_balance"] if user_row and user_row["api_balance"] is not None else 0.0 + print(f"[DEBUG api_dev_keys_list] Queried user_id: {user['id']}, found balance: {balance}, keys count: {len(keys)}") + return jsonify({"balance": balance, "keys": [serialize_row(k) for k in keys]}) + + +@developer_bp.route("/api/developer/keys/create", methods=["POST"]) +def api_dev_keys_create(): + user = get_current_user() + if not user: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + name = data.get("name", "Default Key").strip()[:50] + new_key = f"sk-tc-{secrets.token_hex(16)}" + + conn = get_user_db_conn() + conn.execute( + "INSERT INTO api_keys (user_id, api_key, name, status) VALUES (?, ?, ?, 'active')", + (user["id"], new_key, name) + ) + conn.commit() + conn.close() + + return jsonify({"success": True, "api_key": new_key, "name": name}) + + +@developer_bp.route("/api/developer/keys/delete", methods=["POST"]) +def api_dev_keys_delete(): + user = get_current_user() + if not user: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + data = request.json or {} + api_key = data.get("api_key", "").strip() + if not api_key: + return jsonify({"error": "Thiếu API Key cần xóa."}), 400 + + conn = get_user_db_conn() + conn.execute( + "UPDATE api_keys SET status = 'revoked' WHERE user_id = ? AND api_key = ?", + (user["id"], api_key) + ) + conn.commit() + conn.close() + return jsonify({"success": True}) + + +@developer_bp.route("/api/developer/usage", methods=["GET"]) +def api_dev_usage(): + user = get_current_user() + if not user: + return jsonify({"error": "Vui lòng đăng nhập."}), 401 + + conn = get_user_db_conn() + keys_rows = conn.execute("SELECT api_key FROM api_keys WHERE user_id = ?", (user["id"],)).fetchall() + keys = [k["api_key"] for k in keys_rows] + + if not keys: + conn.close() + return jsonify({"usage": []}) + + placeholders = ",".join(["?"] * len(keys)) + usage = conn.execute( + f"SELECT * FROM api_usage WHERE api_key IN ({placeholders}) ORDER BY timestamp DESC LIMIT 100", + keys + ).fetchall() + conn.close() + return jsonify({"usage": [serialize_row(u) for u in usage]}) + + +@developer_bp.route("/v1/chat/completions", methods=["POST"]) +@require_api_key_auth +def openai_chat_completions(): + api_key = request.api_key + data = request.json or {} + messages = data.get("messages", []) + model = data.get("model", "gemini-1.5-flash") + + if not messages: + return jsonify({"error": "Missing messages array"}), 400 + + prompt_length = sum(len(m.get("content", "")) for m in messages) + cost = max(20.0, prompt_length * 0.02) + + if request.api_balance < cost: + return jsonify({"error": f"Số dư không đủ. Chi phí ước tính: {cost:.2f}đ, Số dư: {request.api_balance:.2f}đ"}), 402 + + if not ADMIN_GEMINI_KEY: + return jsonify({"error": "Hệ thống chưa được Admin cấu hình khóa Gemini."}), 501 + + try: + contents = [] + system_instruction = "" + + for msg in messages: + role = msg.get("role") + content = msg.get("content", "") + if role == "system": + system_instruction = content + else: + contents.append({ + "role": "user" if role == "user" else "model", + "parts": [{"text": content}] + }) + + url = f"https://generativelanguage.googleapis.com/v1beta/models/{model}:generateContent?key={ADMIN_GEMINI_KEY}" + payload = {"contents": contents} + if system_instruction: + payload["systemInstruction"] = {"parts": [{"text": system_instruction}]} + + res = py_requests.post(url, json=payload, timeout=30) + + if res.status_code != 200: + deduct_developer_balance(api_key, 0.0, model, prompt_length, res.status_code) + return jsonify({"error": f"Google Gemini API error: {res.text}"}), res.status_code + + gemini_data = res.json() + response_text = gemini_data.get("candidates", [{}])[0].get("content", {}).get("parts", [{}])[0].get("text", "") + + deduct_developer_balance(api_key, cost, model, prompt_length + len(response_text), 200) + + res_id = f"chatcmpl-{uuid.uuid4().hex}" + return jsonify({ + "id": res_id, + "object": "chat.completion", + "created": int(time.time()), + "model": model, + "choices": [{ + "index": 0, + "message": {"role": "assistant", "content": response_text}, + "finish_reason": "stop" + }], + "usage": { + "prompt_tokens": int(prompt_length / 4), + "completion_tokens": int(len(response_text) / 4), + "total_tokens": int((prompt_length + len(response_text)) / 4) + } + }) + except Exception as e: + deduct_developer_balance(api_key, 0.0, model, prompt_length, 500) + return jsonify({"error": f"API Gateway Exception: {str(e)}"}), 500 + + +@developer_bp.route("/api/v1/translate", methods=["POST"]) +@require_api_key_auth +def api_v1_translate(): + api_key = request.api_key + data = request.json or {} + texts = data.get("texts", []) + mode = data.get("mode", "fast") + + if not texts: + return jsonify({"error": "Missing texts array"}), 400 + + total_chars = sum(len(t) for t in texts) + cost = total_chars * 0.01 + + if request.api_balance < cost: + return jsonify({"error": f"Số dư không đủ. Chi phí ước tính: {cost:.2f}đ, Số dư: {request.api_balance:.2f}đ"}), 402 + + try: + eng = get_engine() + translations = [] + for text in texts: + if not text.strip(): + translations.append(text) + else: + translations.append(eng.translate(text, multi_option=False, mode=mode)) + + deduct_developer_balance(api_key, cost, f"vietphrase-{mode}", total_chars, 200) + return jsonify({"translations": translations, "characters": total_chars, "cost": cost}) + except Exception as e: + deduct_developer_balance(api_key, 0.0, f"vietphrase-{mode}", total_chars, 500) + return jsonify({"error": f"Translation Error: {str(e)}"}), 500 + + +@developer_bp.route("/v1/audio/speech", methods=["POST"]) +@require_api_key_auth +def openai_audio_speech(): + api_key = request.api_key + data = request.json or {} + input_text = data.get("input", "").strip() + + if not input_text: + return jsonify({"error": "Missing 'input' text"}), 400 + + cost = len(input_text) * 0.1 + if request.api_balance < cost: + return jsonify({"error": f"Số dư không đủ. Chi phí: {cost:.2f}đ"}), 402 + + # 1. Check if Local TTS Server is configured (host machine) + local_tts_url = os.environ.get("LOCAL_TTS_URL", "") + if local_tts_url: + try: + payload = { + "input": input_text, + "speed": float(data.get("speed", 1.0)), + "voice": data.get("voice", "the_gioi_hoan_my"), + "ref_audio": data.get("ref_audio"), + "ref_text": data.get("ref_text") + } + if "bypass_cache" in data: + payload["bypass_cache"] = data["bypass_cache"] + if "temperature" in data: + payload["temperature"] = data["temperature"] + if "steps" in data: + payload["steps"] = data["steps"] + print(f"[Local TTS Proxy] Forwarding request to {local_tts_url} with voice={payload['voice']}, speed={payload['speed']}, bypass_cache={payload.get('bypass_cache')}") + r = py_requests.post(local_tts_url, json=payload, timeout=(2.0, 60.0)) + if r.status_code == 200: + import io + deduct_developer_balance(api_key, cost, f"local-tts-{payload['voice']}", len(input_text), 200) + return send_file( + io.BytesIO(r.content), + mimetype="audio/wav", + as_attachment=False + ) + print(f"[Local TTS Proxy Error]: {r.status_code} - {r.text}") + except Exception as e: + print(f"[Local TTS Proxy Exception]: {e}") + + # 2. RunPod Fallback + runpod_api_key = os.environ.get("RUNPOD_API_TOKEN", os.environ.get("RUNPOD_API_KEY", "")) + + runpod_endpoint_id = os.environ.get("RUNPOD_TTS_ENDPOINT_ID", "") + + if runpod_api_key and runpod_endpoint_id: + try: + url = f"https://api.runpod.ai/v1/{runpod_endpoint_id}/runsync" + headers = {"Authorization": f"Bearer {runpod_api_key}", "Content-Type": "application/json"} + payload = { + "input": { + "text": input_text, + "speed": 1.0, + "voice": data.get("voice", "the_gioi_hoan_my") + } + } + r = py_requests.post(url, json=payload, headers=headers, timeout=45) + res = r.json() + + if r.status_code == 200 and res.get("status") == "COMPLETED": + audio_b64 = res.get("output", {}).get("audio_base64", "") + if audio_b64: + import io + audio_data = base64.b64decode(audio_b64) + deduct_developer_balance(api_key, cost, "runpod-matcha-tts", len(input_text), 200) + return send_file( + io.BytesIO(audio_data), + mimetype="audio/wav" if res.get("output", {}).get("format") == "wav" else "audio/mpeg", + as_attachment=False + ) + print(f"[RunPod TTS Error]: {res}") + except Exception as e: + print(f"[RunPod TTS exception]: {e}") + + # Fallback: Generate a tiny 1-second silent WAV for testing/sandbox purposes + try: + import struct + import io + num_samples = 8000 + # 8-bit PCM silence is represented by 128 + data_bytes = bytearray([128] * num_samples) + header = struct.pack( + '<4sI4s4sIHHIIHH4sI', + b'RIFF', + 36 + num_samples, + b'WAVE', + b'fmt ', + 16, + 1, # PCM + 1, # Mono + 8000, # Sample rate + 8000, # Byte rate + 1, # Block align + 8, # Bits per sample + b'data', + num_samples + ) + audio_data = bytes(header + data_bytes) + deduct_developer_balance(api_key, cost, "local-silent-tts-fallback", len(input_text), 200) + return send_file( + io.BytesIO(audio_data), + mimetype="audio/wav", + as_attachment=False + ) + except Exception as e: + return jsonify({"error": f"Failed to generate fallback TTS: {str(e)}"}), 500 + + +@developer_bp.route("/api/developer/all-sessions", methods=["GET"]) +def api_developer_all_sessions(): + user = get_current_user() + if not user or user.get("username") not in ["admin", "havucong25", "congkx123789"]: + return jsonify({"error": "Quyền truy cập bị từ chối."}), 403 + + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT lh.id, lh.user_id, u.username, lh.ip_address, lh.os, lh.browser, lh.device_type, lh.login_time, lh.last_active, lh.status + FROM login_history lh + JOIN users u ON lh.user_id = u.id + ORDER BY lh.login_time DESC LIMIT 100""" + ).fetchall() + + sessions = [] + for r in rows: + s = dict(r) + if hasattr(s["login_time"], "isoformat"): + s["login_time"] = s["login_time"].isoformat() + if hasattr(s["last_active"], "isoformat"): + s["last_active"] = s["last_active"].isoformat() + sessions.append(s) + + return jsonify({ + "success": True, + "sessions": sessions + }) + except Exception as e: + return jsonify({"error": str(e), "success": False}), 500 + finally: + conn.close() + + +@developer_bp.route("/api/developer/sessions/revoke", methods=["POST"]) +def api_developer_revoke_session(): + user = get_current_user() + if not user or user.get("username") not in ["admin", "havucong25", "congkx123789"]: + return jsonify({"error": "Quyền truy cập bị từ chối."}), 403 + + data = request.json or {} + session_id = data.get("session_id") + if not session_id: + return jsonify({"error": "Missing session_id", "success": False}), 400 + + conn = get_user_db_conn() + try: + row = conn.execute( + "SELECT token FROM login_history WHERE id = ?", + (session_id,) + ).fetchone() + if not row: + return jsonify({"error": "Session not found", "success": False}), 404 + + token = row["token"] + conn.execute("UPDATE login_history SET status = 'logged_out' WHERE id = ?", (session_id,)) + if token: + conn.execute("UPDATE refresh_tokens SET revoked = 1 WHERE token = ?", (token,)) + conn.commit() + return jsonify({"message": "Đã đăng xuất thiết bị thành công", "success": True}) + except Exception as e: + return jsonify({"error": str(e), "success": False}), 500 + finally: + conn.close() + + +@developer_bp.route("/api/releases", methods=["GET"]) +def api_get_releases(): + conn = get_user_db_conn() + try: + rows = conn.execute( + "SELECT platform, version, download_url, patch_url, file_size, release_notes, updated_at FROM app_releases ORDER BY updated_at DESC" + ).fetchall() + releases = {} + for r in rows: + plat = r["platform"] + if plat not in releases: + releases[plat] = { + "version": r["version"], + "download_url": r["download_url"], + "patch_url": r["patch_url"], + "file_size": r["file_size"], + "release_notes": r["release_notes"], + "updated_at": r["updated_at"].isoformat() if hasattr(r["updated_at"], "isoformat") else r["updated_at"], + "history": [] + } + + releases[plat]["history"].append({ + "version": r["version"], + "download_url": r["download_url"], + "patch_url": r["patch_url"], + "file_size": r["file_size"], + "release_notes": r["release_notes"], + "updated_at": r["updated_at"].isoformat() if hasattr(r["updated_at"], "isoformat") else r["updated_at"] + }) + return jsonify({"success": True, "releases": releases}) + except Exception as e: + return jsonify({"error": str(e), "success": False}), 500 + finally: + conn.close() + + +@developer_bp.route("/api/releases/update", methods=["POST"]) +def api_update_release(): + user = get_current_user() + if not user or user.get("username") not in ["admin", "havucong25", "congkx123789"]: + return jsonify({"error": "Quyền truy cập bị từ chối. Chỉ dành cho admin.", "success": False}), 403 + + data = request.json or {} + platform = data.get("platform") + version = data.get("version") + download_url = data.get("download_url") + file_size = data.get("file_size") + release_notes = data.get("release_notes") + + if not platform or platform not in ['extension', 'desktop_linux', 'desktop_windows']: + return jsonify({"error": "Platform không hợp lệ.", "success": False}), 400 + + conn = get_user_db_conn() + try: + existing = conn.execute("SELECT 1 FROM app_releases WHERE platform = ? AND version = ?", (platform, version)).fetchone() + if existing: + conn.execute( + """UPDATE app_releases + SET download_url = ?, file_size = ?, release_notes = ?, updated_at = CURRENT_TIMESTAMP + WHERE platform = ? AND version = ?""", + (download_url, file_size, release_notes, platform, version) + ) + else: + conn.execute( + """INSERT INTO app_releases (platform, version, download_url, file_size, release_notes) + VALUES (?, ?, ?, ?, ?)""", + (platform, version, download_url, file_size, release_notes) + ) + conn.commit() + return jsonify({"message": f"Cập nhật phiên bản {platform} v{version} thành công.", "success": True}) + except Exception as e: + return jsonify({"error": str(e), "success": False}), 500 + finally: + conn.close() diff --git a/backend/api/epub.py b/backend/api/epub.py new file mode 100644 index 0000000000000000000000000000000000000000..1b9b4d320dbe78600cb70b2472da0b941a6b032e --- /dev/null +++ b/backend/api/epub.py @@ -0,0 +1,158 @@ +import os +import tempfile +import uuid +from flask import Blueprint, request, jsonify, send_file +from backend.api.books import is_vip_request +from backend.services.translation import get_engine, parse_custom_dict_text +from backend.services import epub_service + +epub_bp = Blueprint("epub", __name__, url_prefix="/api/epub") + + +@epub_bp.route("/translate", methods=["POST"]) +def api_epub_translate(): + if not is_vip_request(): + return jsonify({"error": "Chức năng Dịch EPUB nâng cao chỉ dành cho thành viên VIP!"}), 403 + + if "file" not in request.files: + return jsonify({"error": "Không tìm thấy file EPUB tải lên!"}), 400 + + file = request.files["file"] + if file.filename == "": + return jsonify({"error": "Tên file rỗng!"}), 400 + + mode = request.form.get("mode", "fast") + limit_chapters = int(request.form.get("limit_chapters", "-1")) + clean_styles = request.form.get("clean_styles", "false").lower() == "true" + strip_images = request.form.get("strip_images", "false").lower() == "true" + strip_fonts = request.form.get("strip_fonts", "false").lower() == "true" + custom_dict_text = request.form.get("custom_dict", "").strip() + custom_dict = parse_custom_dict_text(custom_dict_text) + + temp_dir = tempfile.gettempdir() + src_path = os.path.join(temp_dir, f"src_{uuid.uuid4().hex}.epub") + dest_path = os.path.join(temp_dir, f"translated_{uuid.uuid4().hex}.epub") + + try: + file.save(src_path) + eng = get_engine() + duration = epub_service.translate_epub_file( + src_path, dest_path, eng, mode=mode, + limit_chapters=limit_chapters, custom_dict=custom_dict, + clean_styles=clean_styles, strip_images=strip_images, strip_fonts=strip_fonts + ) + print(f"[VIP EPUB] Translated {file.filename} in {duration:.2f}s in mode {mode}") + + base, ext = os.path.splitext(file.filename) + output_filename = f"{base}_Dich_{mode}{ext}" + + return send_file( + dest_path, + as_attachment=True, + download_name=output_filename, + mimetype="application/epub+zip" + ) + except Exception as e: + print(f"[VIP EPUB ERROR] Translate failed: {e}") + return jsonify({"error": f"Lỗi trong quá trình dịch EPUB: {str(e)}"}), 500 + finally: + if os.path.exists(src_path): + try: + os.remove(src_path) + except Exception: + pass + + +@epub_bp.route("/convert-txt", methods=["POST"]) +def api_epub_convert_txt(): + if not is_vip_request(): + return jsonify({"error": "Chức năng chuyển đổi truyện sang EPUB chỉ dành cho thành viên VIP!"}), 403 + + title = request.form.get("title", "Truyện convert").strip() + author = request.form.get("author", "Vô danh").strip() + description = request.form.get("description", "").strip() + split_regex = request.form.get("split_regex", r"第\s*\d+\s*[章|回|节]").strip() + translate_bool = request.form.get("translate", "false").lower() == "true" + mode = request.form.get("mode", "fast") + custom_dict_text = request.form.get("custom_dict", "").strip() + + txt_content = "" + if "file" in request.files: + file = request.files["file"] + if file.filename != "": + txt_content = file.read().decode("utf-8", errors="ignore") + else: + txt_content = request.form.get("text", "").strip() + + if not txt_content: + return jsonify({"error": "Nội dung văn bản rỗng!"}), 400 + + custom_dict = parse_custom_dict_text(custom_dict_text) + temp_dir = tempfile.gettempdir() + dest_path = os.path.join(temp_dir, f"converted_{uuid.uuid4().hex}.epub") + + try: + eng = get_engine() if translate_bool else None + epub_service.convert_txt_to_epub( + txt_content, title, author, split_regex, dest_path, + description=description, engine=eng, + mode=mode if translate_bool else None, custom_dict=custom_dict + ) + return send_file( + dest_path, + as_attachment=True, + download_name=f"{title}.epub", + mimetype="application/epub+zip" + ) + except Exception as e: + print(f"[VIP EPUB ERROR] Convert TXT failed: {e}") + return jsonify({"error": f"Lỗi tạo EPUB: {str(e)}"}), 500 + + +@epub_bp.route("/optimize", methods=["POST"]) +def api_epub_optimize(): + if not is_vip_request(): + return jsonify({"error": "Chức năng Tối ưu hóa EPUB chỉ dành cho thành viên VIP!"}), 403 + + if "file" not in request.files: + return jsonify({"error": "Không tìm thấy file EPUB tải lên!"}), 400 + + file = request.files["file"] + if file.filename == "": + return jsonify({"error": "Tên file rỗng!"}), 400 + + strip_images = request.form.get("strip_images", "false").lower() == "true" + strip_fonts = request.form.get("strip_fonts", "false").lower() == "true" + + temp_dir = tempfile.gettempdir() + src_path = os.path.join(temp_dir, f"opt_src_{uuid.uuid4().hex}.epub") + dest_path = os.path.join(temp_dir, f"opt_dest_{uuid.uuid4().hex}.epub") + + try: + file.save(src_path) + + class MockEngine: + def translate(self, text, **kwargs): + return text + + epub_service.translate_epub_file( + src_path, dest_path, MockEngine(), mode=None, + limit_chapters=-1, custom_dict=None, clean_styles=True, + strip_images=strip_images, strip_fonts=strip_fonts + ) + + base, ext = os.path.splitext(file.filename) + return send_file( + dest_path, + as_attachment=True, + download_name=f"{base}_Optimized{ext}", + mimetype="application/epub+zip" + ) + except Exception as e: + return jsonify({"error": f"Lỗi tối ưu EPUB: {str(e)}"}), 500 + finally: + if os.path.exists(src_path): + try: + os.remove(src_path) + except Exception: + pass diff --git a/backend/api/monitoring.py b/backend/api/monitoring.py new file mode 100644 index 0000000000000000000000000000000000000000..d43977d48dee8f754dbe4e63f918eb26aa9e2548 --- /dev/null +++ b/backend/api/monitoring.py @@ -0,0 +1,198 @@ +import os +from flask import Blueprint, jsonify, request +from backend.core.decorators import get_current_user +from backend.core.monitoring import collect_all_metrics +from backend.services.alert_service import check_resources_and_alert + +monitoring_bp = Blueprint("monitoring", __name__) + +@monitoring_bp.route("/api/admin/metrics", methods=["GET"]) +def get_metrics(): + """ + Get detailed system metrics and statistics. + Access is restricted to admin via X-Admin-Key header or logged-in 'admin' user. + """ + # Authorization checks + is_admin = False + + # 1. Check for secret X-Admin-Key in request headers + admin_key = request.headers.get("X-Admin-Key") + expected_key = os.environ.get("ADMIN_PAYMENT_KEY", "LYVUHA_ADMIN_2026") + if admin_key and admin_key == expected_key: + is_admin = True + + # 2. Check logged-in user session/token + if not is_admin: + current_user = get_current_user() + if current_user and current_user.get("username") == "admin": + is_admin = True + + if not is_admin: + return jsonify({"error": "Unauthorized admin access required"}), 403 + + try: + # Collect system statistics and details + metrics = collect_all_metrics() + + # Trigger checks and alerts if RAM or Disk usage is critical + check_resources_and_alert() + + return jsonify({ + "success": True, + "metrics": metrics + }), 200 + except Exception as e: + return jsonify({ + "success": False, + "error": f"Failed to retrieve system metrics: {str(e)}" + }), 500 + + +@monitoring_bp.route("/api/admin/logs", methods=["GET"]) +def get_logs(): + """ + Get or download application logs. + Access is restricted to admin via X-Admin-Key header or logged-in 'admin' user. + """ + is_admin = False + + # 1. Check for secret X-Admin-Key in request headers + admin_key = request.headers.get("X-Admin-Key") + expected_key = os.environ.get("ADMIN_PAYMENT_KEY", "LYVUHA_ADMIN_2026") + if admin_key and admin_key == expected_key: + is_admin = True + + # 2. Check logged-in user session/token + if not is_admin: + current_user = get_current_user() + if current_user and current_user.get("username") == "admin": + is_admin = True + + if not is_admin: + return jsonify({"error": "Unauthorized admin access required"}), 403 + + from backend.config import Config + log_path = os.path.join(Config.ROOT_DIR, "logs", "app.log") + + # Handle file download option + if request.args.get("download") == "true": + if not os.path.exists(log_path): + return jsonify({"error": "Log file does not exist"}), 404 + from flask import send_file + return send_file(log_path, as_attachment=True, download_name="app.log") + + # Handle standard retrieval + lines_count = request.args.get("lines", default=100, type=int) + lines_count = max(1, min(lines_count, 2000)) + + if not os.path.exists(log_path): + return jsonify({ + "success": True, + "lines_returned": 0, + "logs": [], + "message": "Log file not found." + }), 200 + + try: + from collections import deque + with open(log_path, "r", encoding="utf-8", errors="ignore") as f: + last_lines = list(deque(f, maxlen=lines_count)) + + return jsonify({ + "success": True, + "lines_returned": len(last_lines), + "logs": last_lines + }), 200 + except Exception as e: + return jsonify({ + "success": False, + "error": f"Failed to read logs: {str(e)}" + }), 500 + + +@monitoring_bp.route("/api/admin/profiler", methods=["GET"]) +def get_profiler_stats(): + """ + Get recent request profiles with latency breakdown (Total, DB, External, CPU). + Access is restricted to admin via X-Admin-Key header or logged-in 'admin' user. + """ + is_admin = False + admin_key = request.headers.get("X-Admin-Key") + expected_key = os.environ.get("ADMIN_PAYMENT_KEY", "LYVUHA_ADMIN_2026") + if admin_key and admin_key == expected_key: + is_admin = True + + if not is_admin: + current_user = get_current_user() + if current_user and current_user.get("username") == "admin": + is_admin = True + + if not is_admin: + return jsonify({"error": "Unauthorized admin access required"}), 403 + + try: + from backend.core.profiler import get_recent_profiles + profiles = get_recent_profiles() + return jsonify({ + "success": True, + "count": len(profiles), + "profiles": profiles + }), 200 + except Exception as e: + return jsonify({ + "success": False, + "error": f"Failed to retrieve profiler stats: {str(e)}" + }), 500 + + +@monitoring_bp.route("/api/logs/error", methods=["POST", "OPTIONS"]) +def log_frontend_error(): + """ + Receive fatal crash reports from the Frontend ErrorBoundary + and instantly send an email alert to the admin. + """ + if request.method == "OPTIONS": + return jsonify({}), 200 + + try: + data = request.json or {} + message = data.get("message", "Unknown Error") + stack = data.get("stack", "No stack trace provided.") + url = data.get("url", "Unknown URL") + user_agent = data.get("userAgent", "Unknown Browser") + time = data.get("time", "Unknown Time") + + html_content = f""" +
+
+

🚨 Tiên Hiệp AI - Frontend Crash Alert

+
+
+

Thời gian: {time}

+

URL phát sinh lỗi: {url}

+

Trình duyệt: {user_agent}

+
+

Lỗi (Error Message):

+
+ {message} +
+

Mã Lỗi (Stack Trace):

+ 
{stack}
+
+
+ """ + + # Gửi email ngầm (không làm chậm server) + from backend.services.email_service import send_email_async + admin_email = os.environ.get("ADMIN_EMAIL", "havucong@lyvuha.com") + + send_email_async( + to_email=admin_email, + subject=f"[CRASH ALERT] Lỗi nghiêm trọng tại Tiên Hiệp AI ({url})", + html_content=html_content + ) + + return jsonify({"success": True, "message": "Crash report received and email queued."}), 200 + except Exception as e: + print(f"❌ Failed to process frontend crash log: {e}") + return jsonify({"success": False, "error": str(e)}), 500 diff --git a/backend/api/payment.py b/backend/api/payment.py new file mode 100644 index 0000000000000000000000000000000000000000..c9cded8588f7844d67829f511041583fd2d0a22f --- /dev/null +++ b/backend/api/payment.py @@ -0,0 +1,235 @@ +import os +import re +from datetime import datetime +from flask import Blueprint, request, jsonify, session +from backend.config import Config +from backend.core.decorators import get_current_user +from backend.core.security import verify_access_token +from backend.core.rate_limit import check_rate_limit, get_client_ip +from backend.database.db_manager import get_user_db_conn +from backend.services.payment_service import ( + create_payment_order, confirm_payment, verify_payos_webhook_signature +) +from backend.services.auth_service import check_vip_expiry, activate_vip + +payment_bp = Blueprint("payment", __name__, url_prefix="/api/payment") + + +def _get_user_id_from_request(): + """Helper to get user_id from session or JWT.""" + user = get_current_user() + if user: + return user["id"] + auth_header = request.headers.get("Authorization", "") + if auth_header.startswith("Bearer "): + payload = verify_access_token(auth_header[7:]) + if payload: + return int(payload["sub"]) + return None + + +def _process_payment_webhook(order_id, amount): + """Internal handler called from the webhook to confirm payment & activate VIP/topup.""" + conn = get_user_db_conn() + payment = conn.execute( + "SELECT * FROM payments WHERE order_id = ? AND status = 'pending'", (order_id,) + ).fetchone() + + if not payment: + conn.close() + return jsonify({"error": "Order not found or already processed"}), 404 + + if amount > 0 and abs(amount - payment["amount"]) > 100: + conn.close() + return jsonify({"error": "Amount mismatch"}), 400 + + now = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + conn.execute( + "UPDATE payments SET status = 'completed', completed_at = ? WHERE id = ?", + (now, payment["id"]) + ) + conn.commit() + conn.close() + + if payment["plan"].startswith("topup_"): + conn = get_user_db_conn() + conn.execute( + "UPDATE users SET api_balance = COALESCE(api_balance, 0.0) + ? WHERE id = ?", + (payment["amount"], payment["user_id"]) + ) + conn.commit() + conn.close() + return jsonify({"success": True, "message": f"Nạp thành công {payment['amount']:,}đ vào số dư API!".replace(",", ".")}) + else: + activate_vip(payment["user_id"], payment["plan"]) + if session.get("user_id") == payment["user_id"]: + session["vip_status"] = 1 + print(f"[PAYMENT] ✅ Order {order_id} completed — User #{payment['user_id']} → VIP {payment['plan']}") + return jsonify({"success": True, "message": "Payment confirmed, VIP activated!"}) + + +@payment_bp.route("/plans", methods=["GET"]) +def api_payment_plans(): + lang = request.args.get("lang", "vi") + plans = [] + for key, plan in Config.VIP_PLANS.items(): + plans.append({ + "id": key, + "name": plan.get(f"name_{lang}", plan["name_vi"]), + "description": plan.get(f"description_{lang}", plan["description_vi"]), + "price": plan["price"], + "price_formatted": f"{plan['price']:,}đ".replace(",", "."), + "duration_days": plan["duration_days"], + }) + return jsonify({"plans": plans}) + + +@payment_bp.route("/create", methods=["POST"]) +def api_payment_create(): + user_id = _get_user_id_from_request() + if not user_id: + return jsonify({"error": "Vui lòng đăng nhập để mua VIP."}), 401 + + ip = get_client_ip() + if check_rate_limit("payment", ip): + return jsonify({"error": "Bạn đã tạo quá nhiều đơn hàng. Vui lòng thử lại sau."}), 429 + + data = request.json or {} + plan = data.get("plan", "month") + + result, status_code = create_payment_order(user_id, plan) + return jsonify(result), status_code + + +@payment_bp.route("/status/", methods=["GET"]) +def api_payment_status(order_id): + user_id = _get_user_id_from_request() + + conn = get_user_db_conn() + if user_id: + payment = conn.execute( + "SELECT * FROM payments WHERE order_id = ? AND user_id = ?", (order_id, user_id) + ).fetchone() + else: + payment = conn.execute( + "SELECT * FROM payments WHERE order_id = ?", (order_id,) + ).fetchone() + conn.close() + + if not payment: + return jsonify({"error": "Payment order not found."}), 404 + + return jsonify({ + "order_id": payment["order_id"], + "plan": payment["plan"], + "amount": payment["amount"], + "status": payment["status"], + "created_at": payment["created_at"], + "completed_at": payment["completed_at"] + }) + + +@payment_bp.route("/webhook", methods=["POST"]) +def api_payment_webhook(): + # Verify PAYMENT_WEBHOOK_KEY if set in environment + webhook_key = os.environ.get("PAYMENT_WEBHOOK_KEY", "") + if webhook_key: + auth_header = request.headers.get("Authorization", "") + provided_key = auth_header.replace("Bearer ", "").replace("Apikey ", "").strip() + query_key = request.args.get("webhook_key", "") + if provided_key != webhook_key and query_key != webhook_key: + return jsonify({"error": "Unauthorized webhook request"}), 401 + + data = request.json or {} + + # PayOS format + if "data" in data and "orderCode" in data.get("data", {}): + order_code = str(data["data"]["orderCode"]) + amount = data["data"].get("amount", 0) + checksum_key = Config.PAYMENT_CONFIG.get("payos_checksum_key", "") + if checksum_key and "signature" in data: + if not verify_payos_webhook_signature(data["data"], data.get("signature", ""), checksum_key): + return jsonify({"error": "Invalid signature"}), 403 + return _process_payment_webhook(order_code, amount) + + # SePay / Generic format + if "transferAmount" in data: + content = data.get("content", "") + amount = data.get("transferAmount", 0) + match = re.search(r"(VIP\w+)", content.upper()) + if match: + return _process_payment_webhook(match.group(1), amount) + + return jsonify({"error": "Invalid webhook payload"}), 400 + + +@payment_bp.route("/confirm-manual", methods=["POST"]) +def api_payment_confirm_manual(): + data = request.json or {} + admin_key = data.get("admin_key", "") + order_id = data.get("order_id", "") + + ADMIN_KEY = os.environ.get("ADMIN_PAYMENT_KEY") + if not ADMIN_KEY: + ADMIN_KEY = "SECURE_SECRET_RANDOM_KEY_9988_ADMIN" + + is_admin = False + if admin_key and admin_key == ADMIN_KEY: + is_admin = True + + if not is_admin: + return jsonify({"error": "Unauthorized admin access required"}), 403 + + if not order_id: + return jsonify({"error": "order_id is required"}), 400 + return _process_payment_webhook(order_id, 0) + + +@payment_bp.route("/history", methods=["GET"]) +def api_payment_history(): + user_id = _get_user_id_from_request() + if not user_id: + return jsonify({"error": "Unauthorized"}), 401 + + conn = get_user_db_conn() + payments = conn.execute( + "SELECT order_id, plan, amount, status, created_at, completed_at FROM payments WHERE user_id = ? ORDER BY created_at DESC LIMIT 20", + (user_id,) + ).fetchall() + conn.close() + return jsonify({"payments": [dict(p) for p in payments]}) + + +@payment_bp.route("/vip-status", methods=["GET"]) +def api_user_vip_status(): + user_id = _get_user_id_from_request() + if not user_id: + return jsonify({"error": "Unauthorized"}), 401 + + check_vip_expiry(user_id) + conn = get_user_db_conn() + user = conn.execute("SELECT vip_status, vip_plan, vip_expiry FROM users WHERE id = ?", (user_id,)).fetchone() + conn.close() + + if not user: + return jsonify({"error": "User not found"}), 404 + + days_remaining = 0 + if user["vip_expiry"]: + try: + expiry_val = user["vip_expiry"] + if isinstance(expiry_val, str): + expiry = datetime.strptime(expiry_val, "%Y-%m-%d %H:%M:%S") + else: + expiry = expiry_val + days_remaining = max(0, (expiry - datetime.utcnow()).days) + except Exception: + pass + + return jsonify({ + "vip_status": user["vip_status"], + "vip_plan": user["vip_plan"], + "vip_expiry": user["vip_expiry"], + "days_remaining": days_remaining, + "is_active": user["vip_status"] == 1 + }) diff --git a/backend/api/sects.py b/backend/api/sects.py new file mode 100644 index 0000000000000000000000000000000000000000..a05eb23b45c823970974e8acceb53a11561fcbfa --- /dev/null +++ b/backend/api/sects.py @@ -0,0 +1,1248 @@ +from flask import Blueprint, request, jsonify +from backend.core.decorators import jwt_required, get_current_user +from backend.database.db_manager import get_user_db_conn +from backend.core.logger import logger +from backend.core.security import encrypt_message, decrypt_message +from datetime import datetime + +sects_bp = Blueprint("sects", __name__) + +def serialize_row(row): + if not row: + return {} + d = dict(row) + for k, v in d.items(): + if hasattr(v, "isoformat"): + d[k] = v.isoformat() + return d + +@sects_bp.route("/api/sects/list", methods=["GET"]) +def list_sects(): + conn = get_user_db_conn() + try: + rows = conn.execute(""" + SELECT s.id, s.name, s.slogan, s.badge, s.level, s.contribution, s.created_at, + u.username as leader_name, + (SELECT COUNT(*) FROM sect_members WHERE sect_id = s.id) as member_count + FROM sects s + LEFT JOIN users u ON s.leader_id = u.id + ORDER BY s.contribution DESC, s.created_at DESC + """).fetchall() + + user = get_current_user() + user_requests = [] + if user: + req_rows = conn.execute("SELECT sect_id FROM sect_join_requests WHERE user_id = ? AND status = 'pending'", (user["id"],)).fetchall() + user_requests = [r["sect_id"] for r in req_rows] + + return jsonify({ + "sects": [serialize_row(r) for r in rows], + "pending_requests": user_requests + }) + except Exception as e: + logger.error(f"Error listing sects: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/create", methods=["POST"]) +@jwt_required +def create_sect(): + user = get_current_user() + data = request.json or {} + name = data.get("name", "").strip() + slogan = data.get("slogan", "").strip() + badge = data.get("badge", "purple").strip() + + if not name: + return jsonify({"error": "Tên tông môn không được để trống"}), 400 + + conn = get_user_db_conn() + try: + # Check if user is already in a sect + in_sect = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if in_sect: + return jsonify({"error": "Bạn đã thuộc một tông môn khác, hãy rời tông cũ trước"}), 400 + + # Check if name exists + exists = conn.execute("SELECT id FROM sects WHERE name = ?", (name,)).fetchone() + if exists: + return jsonify({"error": "Tên tông môn này đã được lập từ trước"}), 400 + + cursor = conn.execute( + "INSERT INTO sects (name, slogan, badge, leader_id, announcement) VALUES (?, ?, ?, ?, ?)", + (name, slogan, badge, user["id"], f"Tông môn {name} được thành lập. Chúc các đồng môn tu tiên đắc đạo!") + ) + sect_id = cursor.lastrowid + + conn.execute( + "INSERT INTO sect_members (sect_id, user_id, role, contribution) VALUES (?, ?, 'leader', 100)", + (sect_id, user["id"]) + ) + conn.execute( + "UPDATE sects SET contribution = 100 WHERE id = ?", + (sect_id,) + ) + # Delete any pending join requests of this user elsewhere + conn.execute("DELETE FROM sect_join_requests WHERE user_id = ?", (user["id"],)) + + conn.commit() + return jsonify({"success": True, "message": f"Sáng lập {name} tông thành công!", "sect_id": sect_id}) + except Exception as e: + logger.error(f"Error creating sect: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/join", methods=["POST"]) +@jwt_required +def join_sect(): + user = get_current_user() + data = request.json or {} + sect_id = data.get("sect_id") + + if not sect_id: + return jsonify({"error": "Thiếu sect_id"}), 400 + + conn = get_user_db_conn() + try: + # Check if user is already in a sect + in_sect = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if in_sect: + return jsonify({"error": "Bạn đã ở trong một tông môn khác"}), 400 + + # Check if sect exists + sect = conn.execute("SELECT name FROM sects WHERE id = ?", (sect_id,)).fetchone() + if not sect: + return jsonify({"error": "Tông môn không tồn tại"}), 404 + + # Check if already requested + req_exists = conn.execute("SELECT id FROM sect_join_requests WHERE sect_id = ? AND user_id = ?", (sect_id, user["id"])).fetchone() + if req_exists: + return jsonify({"error": "Bạn đã gửi yêu cầu gia nhập tông này và đang chờ duyệt"}), 400 + + conn.execute( + "INSERT INTO sect_join_requests (sect_id, user_id, status) VALUES (?, ?, 'pending')", + (sect_id, user["id"]) + ) + conn.commit() + return jsonify({"success": True, "message": f"Đã gửi yêu cầu bái kiến gia nhập {sect['name']}! Vui lòng chờ duyệt."}) + except Exception as e: + logger.error(f"Error joining sect: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/leave", methods=["POST"]) +@jwt_required +def leave_sect(): + user = get_current_user() + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn nào"}), 400 + + sect_id = member["sect_id"] + if member["role"] == "leader": + # Leader leaving dissolves the sect + conn.execute("DELETE FROM sect_chat_groups WHERE sect_id = ?", (sect_id,)) + conn.execute("DELETE FROM sect_messages WHERE sect_id = ?", (sect_id,)) + conn.execute("DELETE FROM sect_members WHERE sect_id = ?", (sect_id,)) + conn.execute("DELETE FROM sect_join_requests WHERE sect_id = ?", (sect_id,)) + conn.execute("DELETE FROM sect_books WHERE sect_id = ?", (sect_id,)) + conn.execute("DELETE FROM sects WHERE id = ?", (sect_id,)) + msg = "Bạn là tông chủ, rời đi đồng nghĩa với việc giải tán tông môn!" + else: + conn.execute("DELETE FROM sect_members WHERE user_id = ? AND sect_id = ?", (user["id"], sect_id)) + msg = "Bạn đã rời khỏi tông môn thành công!" + + conn.commit() + return jsonify({"success": True, "message": msg}) + except Exception as e: + logger.error(f"Error leaving sect: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/my-sect", methods=["GET"]) +@jwt_required +def my_sect(): + user = get_current_user() + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role, contribution as my_contrib FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"in_sect": False}) + + sect_id = member["sect_id"] + sect = conn.execute(""" + SELECT s.id, s.name, s.slogan, s.announcement, s.badge, s.level, s.contribution, s.created_at, + u.username as leader_name, u.id as leader_id + FROM sects s + LEFT JOIN users u ON s.leader_id = u.id + WHERE s.id = ? + """, (sect_id,)).fetchone() + + members = conn.execute(""" + SELECT sm.user_id, sm.role, sm.contribution, sm.joined_at, u.username, u.avatar + FROM sect_members sm + LEFT JOIN users u ON sm.user_id = u.id + WHERE sm.sect_id = ? + ORDER BY + CASE sm.role + WHEN 'leader' THEN 1 + WHEN 'elder' THEN 2 + ELSE 3 + END, + sm.contribution DESC + """, (sect_id,)).fetchall() + + return jsonify({ + "in_sect": True, + "role": member["role"], + "my_contribution": member["my_contrib"], + "sect": serialize_row(sect), + "members": [serialize_row(m) for m in members] + }) + except Exception as e: + logger.error(f"Error getting my sect: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/chat/history", methods=["GET"]) +@jwt_required +def get_sect_chat_history(): + user = get_current_user() + chat_type = request.args.get("chat_type", "general").strip() + target_id = request.args.get("target_id") + group_id = request.args.get("group_id") + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + + if chat_type == "direct": + if not target_id: + return jsonify({"error": "Thiếu target_id cho chat riêng"}), 400 + rows = conn.execute(""" + SELECT sm.id, sm.sender_id, sm.message, sm.created_at, sm.chat_type, sm.target_id, + u.username as sender_name, u.avatar as sender_avatar + FROM sect_messages sm + LEFT JOIN users u ON sm.sender_id = u.id + WHERE sm.sect_id = ? AND sm.chat_type = 'direct' + AND ((sm.sender_id = ? AND sm.target_id = ?) OR (sm.sender_id = ? AND sm.target_id = ?)) + ORDER BY sm.created_at ASC LIMIT 100 + """, (sect_id, user["id"], target_id, target_id, user["id"])).fetchall() + + elif chat_type == "book": + if not target_id: + return jsonify({"error": "Thiếu target_id cho chat truyện"}), 400 + rows = conn.execute(""" + SELECT sm.id, sm.sender_id, sm.message, sm.created_at, sm.chat_type, sm.target_id, + u.username as sender_name, u.avatar as sender_avatar + FROM sect_messages sm + LEFT JOIN users u ON sm.sender_id = u.id + WHERE sm.sect_id = ? AND sm.chat_type = 'book' AND sm.target_id = ? + ORDER BY sm.created_at ASC LIMIT 100 + """, (sect_id, target_id)).fetchall() + + elif chat_type == "group": + if not group_id: + return jsonify({"error": "Thiếu group_id cho chat nhóm"}), 400 + + # Check group access + group = conn.execute("SELECT members_csv FROM sect_chat_groups WHERE id = ? AND sect_id = ?", (group_id, sect_id)).fetchone() + if not group: + return jsonify({"error": "Nhóm chat không tồn tại"}), 404 + + members_list = [int(x) for x in group["members_csv"].split(",") if x.strip()] + if user["id"] not in members_list: + return jsonify({"error": "Bạn không phải thành viên của nhóm chat này"}), 403 + + rows = conn.execute(""" + SELECT sm.id, sm.sender_id, sm.message, sm.created_at, sm.chat_type, sm.group_id, + u.username as sender_name, u.avatar as sender_avatar + FROM sect_messages sm + LEFT JOIN users u ON sm.sender_id = u.id + WHERE sm.sect_id = ? AND sm.chat_type = 'group' AND sm.group_id = ? + ORDER BY sm.created_at ASC LIMIT 100 + """, (sect_id, group_id)).fetchall() + + else: # general chat + rows = conn.execute(""" + SELECT sm.id, sm.sender_id, sm.message, sm.created_at, sm.chat_type, + u.username as sender_name, u.avatar as sender_avatar + FROM sect_messages sm + LEFT JOIN users u ON sm.sender_id = u.id + WHERE sm.sect_id = ? AND (sm.chat_type IS NULL OR sm.chat_type = 'general') + ORDER BY sm.created_at ASC LIMIT 100 + """, (sect_id,)).fetchall() + + messages = [] + for r in rows: + d = dict(r) + d["message"] = decrypt_message(d.get("message", "")) + for k, v in d.items(): + if hasattr(v, "isoformat"): + d[k] = v.isoformat() + messages.append(d) + + return jsonify({"messages": messages}) + except Exception as e: + logger.error(f"Error getting sect chat: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/chat/send", methods=["POST"]) +@jwt_required +def send_sect_chat(): + user = get_current_user() + data = request.json or {} + message = data.get("message", "").strip() + chat_type = data.get("chat_type", "general").strip() + target_id = data.get("target_id") + group_id = data.get("group_id") + + if not message: + return jsonify({"error": "Nội dung tin nhắn trống"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + + # Validate target / group access + if chat_type == "group" and group_id: + group = conn.execute("SELECT members_csv FROM sect_chat_groups WHERE id = ? AND sect_id = ?", (group_id, sect_id)).fetchone() + if not group: + return jsonify({"error": "Nhóm chat không tồn tại"}), 404 + members_list = [int(x) for x in group["members_csv"].split(",") if x.strip()] + if user["id"] not in members_list: + return jsonify({"error": "Bạn không có quyền chat trong nhóm này"}), 403 + + enc_msg = encrypt_message(message) + cursor = conn.execute( + """INSERT INTO sect_messages (sect_id, sender_id, message, chat_type, target_id, group_id) + VALUES (?, ?, ?, ?, ?, ?)""", + (sect_id, user["id"], enc_msg, chat_type, target_id, group_id) + ) + msg_id = cursor.lastrowid + conn.commit() + return jsonify({"success": True, "msg_id": msg_id}) + except Exception as e: + logger.error(f"Error sending sect chat: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/chat/groups/create", methods=["POST"]) +@jwt_required +def create_sect_chat_group(): + user = get_current_user() + data = request.json or {} + name = data.get("name", "").strip() + member_ids = data.get("members", []) + + if not name: + return jsonify({"error": "Tên nhóm chat không được để trống"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + + if user["id"] not in member_ids: + member_ids.append(user["id"]) + + valid_members = [] + for uid in member_ids: + is_valid = conn.execute("SELECT 1 FROM sect_members WHERE user_id = ? AND sect_id = ?", (uid, sect_id)).fetchone() + if is_valid: + valid_members.append(str(uid)) + + members_csv = ",".join(valid_members) + + cursor = conn.execute( + "INSERT INTO sect_chat_groups (sect_id, name, creator_id, members_csv) VALUES (?, ?, ?, ?)", + (sect_id, name, user["id"], members_csv) + ) + group_id = cursor.lastrowid + conn.commit() + + return jsonify({"success": True, "message": f"Tạo nhóm chat '{name}' thành công!", "group_id": group_id}) + except Exception as e: + logger.error(f"Error creating sect chat group: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/chat/groups/list", methods=["GET"]) +@jwt_required +def list_sect_chat_groups(): + user = get_current_user() + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + groups = conn.execute("SELECT * FROM sect_chat_groups WHERE sect_id = ?", (sect_id,)).fetchall() + + my_groups = [] + for g in groups: + members_list = [int(x) for x in g["members_csv"].split(",") if x.strip()] + if user["id"] in members_list: + my_groups.append(serialize_row(g)) + + return jsonify({"groups": my_groups}) + except Exception as e: + logger.error(f"Error listing sect groups: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/contribute", methods=["POST"]) +@jwt_required +def contribute_sect(): + user = get_current_user() + data = request.json or {} + amount = int(data.get("amount", 0)) + + if amount <= 0: + return jsonify({"error": "Số lượng linh thạch cống hiến phải lớn hơn 0"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn không ở trong tông môn nào"}), 400 + + sect_id = member["sect_id"] + + # Increase user contribution + conn.execute( + "UPDATE sect_members SET contribution = contribution + ? WHERE user_id = ? AND sect_id = ?", + (amount, user["id"], sect_id) + ) + + # Increase sect total contribution + conn.execute( + "UPDATE sects SET contribution = contribution + ? WHERE id = ?", + (amount, sect_id) + ) + + # Calculate new level (1000 contribution per level) + sect = conn.execute("SELECT contribution FROM sects WHERE id = ?", (sect_id,)).fetchone() + new_level = max(1, int(sect["contribution"] / 1000) + 1) + conn.execute("UPDATE sects SET level = ? WHERE id = ?", (new_level, sect_id)) + + conn.commit() + return jsonify({ + "success": True, + "message": f"Cống hiến thành công {amount} linh thạch!", + "new_level": new_level + }) + except Exception as e: + logger.error(f"Error contributing to sect: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/kick", methods=["POST"]) +@jwt_required +def kick_member(): + user = get_current_user() + data = request.json or {} + target_user_id = data.get("user_id") + + if not target_user_id: + return jsonify({"error": "Thiếu user_id thành viên cần trục xuất"}), 400 + + conn = get_user_db_conn() + try: + # Check if user is leader/elder + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member or member["role"] not in ['leader', 'elder']: + return jsonify({"error": "Bạn không đủ quyền hạn (Chỉ Tông chủ hoặc Trưởng lão)"}), 403 + + sect_id = member["sect_id"] + + # Check target + target = conn.execute("SELECT role FROM sect_members WHERE user_id = ? AND sect_id = ?", (target_user_id, sect_id)).fetchone() + if not target: + return jsonify({"error": "Thành viên này không thuộc tông môn của bạn"}), 400 + + # Elder cannot kick leader or another elder + if member["role"] == 'elder' and target["role"] in ['leader', 'elder']: + return jsonify({"error": "Trưởng lão không thể trục xuất Tông chủ hoặc Trưởng lão khác"}), 403 + + if target["role"] == 'leader': + return jsonify({"error": "Không thể trục xuất Tông chủ"}), 400 + + conn.execute("DELETE FROM sect_members WHERE user_id = ? AND sect_id = ?", (target_user_id, sect_id)) + conn.commit() + return jsonify({"success": True, "message": "Đã trục xuất thành viên ra khỏi tông môn!"}) + except Exception as e: + logger.error(f"Error kicking member: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +# ========================================== +# ADVANCED SECTS & ALLIANCES FEATURES +# ========================================== + +@sects_bp.route("/api/sects/announcement", methods=["POST"]) +@jwt_required +def update_announcement(): + user = get_current_user() + data = request.json or {} + announcement = data.get("announcement", "").strip() + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member or member["role"] not in ['leader', 'elder']: + return jsonify({"error": "Chỉ Tông chủ hoặc Trưởng lão mới có quyền đổi thông cáo"}), 403 + + conn.execute("UPDATE sects SET announcement = ? WHERE id = ?", (announcement, member["sect_id"])) + conn.commit() + return jsonify({"success": True, "message": "Cập nhật thông cáo tông môn thành công!"}) + except Exception as e: + logger.error(f"Error updating announcement: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/promote", methods=["POST"]) +@jwt_required +def promote_member(): + user = get_current_user() + data = request.json or {} + target_user_id = data.get("user_id") + new_role = data.get("role", "member").lower() # 'elder' or 'member' + + if new_role not in ['elder', 'member']: + return jsonify({"error": "Chức vị không hợp lệ"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member or member["role"] != 'leader': + return jsonify({"error": "Chỉ có Tông chủ mới được thăng/giáng chức đệ tử"}), 403 + + sect_id = member["sect_id"] + + target = conn.execute("SELECT role FROM sect_members WHERE user_id = ? AND sect_id = ?", (target_user_id, sect_id)).fetchone() + if not target: + return jsonify({"error": "Thành viên này không thuộc tông môn của bạn"}), 400 + + if target["role"] == 'leader': + return jsonify({"error": "Không thể thay đổi chức vị của Tông chủ"}), 400 + + conn.execute("UPDATE sect_members SET role = ? WHERE user_id = ? AND sect_id = ?", (new_role, target_user_id, sect_id)) + conn.commit() + + role_name = "Trưởng Lão" if new_role == 'elder' else "Môn đồ" + return jsonify({"success": True, "message": f"Đã thăng/giáng chức thành viên thành {role_name}!"}) + except Exception as e: + logger.error(f"Error promoting member: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/requests/list", methods=["GET"]) +@jwt_required +def list_join_requests(): + user = get_current_user() + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member or member["role"] not in ['leader', 'elder']: + return jsonify({"error": "Chỉ Tông chủ hoặc Trưởng lão mới xem được danh sách yêu cầu"}), 403 + + rows = conn.execute(""" + SELECT r.id, r.user_id, r.status, r.created_at, u.username, u.avatar + FROM sect_join_requests r + LEFT JOIN users u ON r.user_id = u.id + WHERE r.sect_id = ? AND r.status = 'pending' + ORDER BY r.created_at DESC + """, (member["sect_id"],)).fetchall() + + return jsonify({"requests": [serialize_row(r) for r in rows]}) + except Exception as e: + logger.error(f"Error listing requests: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/requests/respond", methods=["POST"]) +@jwt_required +def respond_join_request(): + user = get_current_user() + data = request.json or {} + req_id = data.get("request_id") + action = data.get("action", "").lower() # 'approve' or 'reject' + + if not req_id or action not in ['approve', 'reject']: + return jsonify({"error": "Dữ liệu phản hồi không hợp lệ"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member or member["role"] not in ['leader', 'elder']: + return jsonify({"error": "Chỉ Tông chủ hoặc Trưởng lão mới được phê duyệt"}), 403 + + sect_id = member["sect_id"] + + req = conn.execute("SELECT user_id FROM sect_join_requests WHERE id = ? AND sect_id = ?", (req_id, sect_id)).fetchone() + if not req: + return jsonify({"error": "Yêu cầu gia nhập không tồn tại hoặc đã được xử lý"}), 404 + + target_user_id = req["user_id"] + + if action == 'approve': + # Check if target is already in a sect + already_in = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (target_user_id,)).fetchone() + if already_in: + conn.execute("DELETE FROM sect_join_requests WHERE id = ?", (req_id,)) + conn.commit() + return jsonify({"error": "Người dùng này đã gia nhập một tông môn khác, yêu cầu tự động hủy."}), 400 + + # Add member + conn.execute( + "INSERT INTO sect_members (sect_id, user_id, role, contribution) VALUES (?, ?, 'member', 0)", + (sect_id, target_user_id) + ) + # Delete target requests from all other sects + conn.execute("DELETE FROM sect_join_requests WHERE user_id = ?", (target_user_id,)) + msg = "Đã phê duyệt gia nhập tông môn!" + else: + # Reject + conn.execute("DELETE FROM sect_join_requests WHERE id = ?", (req_id,)) + msg = "Đã từ chối yêu cầu gia nhập!" + + conn.commit() + return jsonify({"success": True, "message": msg}) + except Exception as e: + logger.error(f"Error responding join request: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +# ========================================== +# SECT LIBRARY (BOOK SHELF SHARING) +# ========================================== + +@sects_bp.route("/api/sects/library/list", methods=["GET"]) +@jwt_required +def list_sect_library(): + user = get_current_user() + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + + # We need to join with the main books database to fetch book title and cover + # Since SQLite can ATTACH databases, or we can fetch metadata, we'll fetch from sect_books + # and query titles from books database. Let's do it cleanly: + rows = conn.execute(""" + SELECT sb.id, sb.book_id, sb.added_at, u.username as added_by_name + FROM sect_books sb + LEFT JOIN users u ON sb.added_by = u.id + WHERE sb.sect_id = ? + ORDER BY sb.added_at DESC + """, (sect_id,)).fetchall() + + from backend.database.db_manager import get_db + main_conn = get_db() + + book_list = [] + for r in rows: + book_row = main_conn.execute(""" + SELECT id, title, title_vietphrase, title_hanviet, author, cover, description + FROM books WHERE id = ? + """, (r["book_id"],)).fetchone() + if book_row: + b = serialize_row(book_row) + b["added_by_name"] = r["added_by_name"] + b["added_at"] = r["added_at"].isoformat() if hasattr(r["added_at"], "isoformat") else r["added_at"] + book_list.append(b) + + return jsonify({"books": book_list}) + except Exception as e: + logger.error(f"Error listing sect library: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/library/add", methods=["POST"]) +@jwt_required +def add_to_sect_library(): + user = get_current_user() + data = request.json or {} + book_id = data.get("book_id") + + if not book_id: + return jsonify({"error": "Thiếu book_id truyện đóng góp"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn không thuộc tông môn nào"}), 400 + + sect_id = member["sect_id"] + + # Check if already added + exists = conn.execute("SELECT id FROM sect_books WHERE sect_id = ? AND book_id = ?", (sect_id, book_id)).fetchone() + if exists: + return jsonify({"error": "Truyện này đã được đệ tử khác đóng góp vào thư viện tông môn từ trước"}), 400 + + conn.execute( + "INSERT INTO sect_books (sect_id, book_id, added_by) VALUES (?, ?, ?)", + (sect_id, book_id, user["id"]) + ) + + # Reward user 20 contribution points for sharing a book + conn.execute( + "UPDATE sect_members SET contribution = contribution + 20 WHERE user_id = ? AND sect_id = ?", + (user["id"], sect_id) + ) + # Increase sect total contribution + conn.execute( + "UPDATE sects SET contribution = contribution + 20 WHERE id = ?", + (sect_id,) + ) + + conn.commit() + return jsonify({"success": True, "message": "Chia sẻ truyện vào Thư viện Tông môn thành công! Nhận 20 điểm cống hiến."}) + except Exception as e: + logger.error(f"Error adding to sect library: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + +@sects_bp.route("/api/sects/library/remove", methods=["POST"]) +@jwt_required +def remove_from_sect_library(): + user = get_current_user() + data = request.json or {} + book_id = data.get("book_id") + + if not book_id: + return jsonify({"error": "Thiếu book_id truyện cần gỡ"}), 400 + + conn = get_user_db_conn() + try: + member = conn.execute("SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],)).fetchone() + if not member: + return jsonify({"error": "Bạn không thuộc tông môn nào"}), 400 + + sect_id = member["sect_id"] + + # Check who added it + book = conn.execute("SELECT added_by FROM sect_books WHERE sect_id = ? AND book_id = ?", (sect_id, book_id)).fetchone() + if not book: + return jsonify({"error": "Truyện không có trong thư viện tông môn"}), 404 + + # Only leader, elder, or the original adder can remove + if member["role"] not in ['leader', 'elder'] and book["added_by"] != user["id"]: + return jsonify({"error": "Bạn không có quyền gỡ truyện này (Chỉ Tông chủ, Trưởng lão hoặc người đóng góp)"}), 403 + + conn.execute("DELETE FROM sect_books WHERE sect_id = ? AND book_id = ?", (sect_id, book_id)) + conn.commit() + return jsonify({"success": True, "message": "Đã gỡ truyện khỏi thư viện Tông môn!"}) + except Exception as e: + logger.error(f"Error removing from sect library: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +# ========================================== +# SECT SEARCH & PROFILE BY ID +# ========================================== + +ROLE_ORDER = { + "leader": 1, + "vice_leader": 2, + "elder": 3, + "inner_disciple": 4, + "member": 5, +} + +ROLE_LABELS = { + "leader": "Tông chủ", + "vice_leader": "Phó Tông chủ", + "elder": "Trưởng lão", + "inner_disciple": "Nội môn đệ tử", + "member": "Ngoại môn đệ tử", +} + +VALID_ROLES = list(ROLE_ORDER.keys()) + + +@sects_bp.route("/api/sects/search", methods=["GET"]) +def search_sects(): + """Search sects by name or slogan. No auth required.""" + q = request.args.get("q", "").strip() + page = int(request.args.get("page", 1)) + per_page = int(request.args.get("per_page", 20)) + offset = (page - 1) * per_page + + conn = get_user_db_conn() + try: + if q: + rows = conn.execute(""" + SELECT s.id, s.name, s.slogan, s.badge, s.level, s.contribution, s.created_at, + u.username as leader_name, + (SELECT COUNT(*) FROM sect_members WHERE sect_id = s.id) as member_count + FROM sects s + LEFT JOIN users u ON s.leader_id = u.id + WHERE s.name LIKE ? OR s.slogan LIKE ? + ORDER BY s.contribution DESC, s.created_at DESC + LIMIT ? OFFSET ? + """, (f"%{q}%", f"%{q}%", per_page, offset)).fetchall() + + total = conn.execute( + "SELECT COUNT(*) as cnt FROM sects WHERE name LIKE ? OR slogan LIKE ?", + (f"%{q}%", f"%{q}%") + ).fetchone()["cnt"] + else: + rows = conn.execute(""" + SELECT s.id, s.name, s.slogan, s.badge, s.level, s.contribution, s.created_at, + u.username as leader_name, + (SELECT COUNT(*) FROM sect_members WHERE sect_id = s.id) as member_count + FROM sects s + LEFT JOIN users u ON s.leader_id = u.id + ORDER BY s.contribution DESC, s.created_at DESC + LIMIT ? OFFSET ? + """, (per_page, offset)).fetchall() + total = conn.execute("SELECT COUNT(*) as cnt FROM sects").fetchone()["cnt"] + + return jsonify({ + "sects": [serialize_row(r) for r in rows], + "total": total, + "page": page, + "per_page": per_page, + "total_pages": max(1, (total + per_page - 1) // per_page) + }) + except Exception as e: + logger.error(f"Error searching sects: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@sects_bp.route("/api/sects/", methods=["GET"]) +def get_sect_by_id(sect_id): + """View full sect profile by ID. No auth required for basic info.""" + conn = get_user_db_conn() + try: + sect = conn.execute(""" + SELECT s.id, s.name, s.slogan, s.announcement, s.badge, s.level, s.contribution, s.created_at, + u.username as leader_name, u.id as leader_id, u.avatar as leader_avatar + FROM sects s + LEFT JOIN users u ON s.leader_id = u.id + WHERE s.id = ? + """, (sect_id,)).fetchone() + + if not sect: + return jsonify({"error": "Tông môn không tồn tại"}), 404 + + members = conn.execute(""" + SELECT sm.user_id, sm.role, sm.contribution, sm.joined_at, + u.username, u.avatar, + COALESCE(sm.role, 'member') as role + FROM sect_members sm + LEFT JOIN users u ON sm.user_id = u.id + WHERE sm.sect_id = ? + ORDER BY + CASE sm.role + WHEN 'leader' THEN 1 + WHEN 'vice_leader' THEN 2 + WHEN 'elder' THEN 3 + WHEN 'inner_disciple' THEN 4 + ELSE 5 + END, + sm.contribution DESC + """, (sect_id,)).fetchall() + + # Enrich members with Vietnamese role labels + member_list = [] + for m in members: + md = serialize_row(m) + md["role_label"] = ROLE_LABELS.get(m["role"], "Môn đồ") + member_list.append(md) + + # Count by role + role_counts = {} + for m in member_list: + r = m["role"] + role_counts[r] = role_counts.get(r, 0) + 1 + + return jsonify({ + "sect": serialize_row(sect), + "members": member_list, + "member_count": len(member_list), + "role_counts": role_counts, + "role_labels": ROLE_LABELS, + }) + except Exception as e: + logger.error(f"Error fetching sect {sect_id}: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +# ========================================== +# FULL RANK PROMOTION SYSTEM (5 Ranks) +# ========================================== + +@sects_bp.route("/api/sects/promote/rank", methods=["POST"]) +@jwt_required +def promote_member_rank(): + """ + Full 5-rank promotion system: + leader > vice_leader > elder > inner_disciple > member + Only leader can set: vice_leader, elder, inner_disciple, member + vice_leader can set: elder, inner_disciple, member + elder can set: inner_disciple, member + """ + user = get_current_user() + data = request.json or {} + target_user_id = data.get("user_id") + new_role = data.get("role", "").lower() + + if new_role not in VALID_ROLES or new_role == "leader": + return jsonify({ + "error": f"Chức vị không hợp lệ. Các chức vị có thể gán: {', '.join(VALID_ROLES[1:])}", + "valid_roles": VALID_ROLES[1:], + "role_labels": ROLE_LABELS, + }), 400 + + if not target_user_id: + return jsonify({"error": "Thiếu user_id"}), 400 + + conn = get_user_db_conn() + try: + caller = conn.execute( + "SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not caller: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = caller["sect_id"] + caller_role = caller["role"] + caller_order = ROLE_ORDER.get(caller_role, 99) + new_role_order = ROLE_ORDER.get(new_role, 99) + + # Permission matrix: caller must outrank new_role + if caller_order >= new_role_order: + return jsonify({ + "error": f"Bạn ({ROLE_LABELS.get(caller_role)}) không đủ quyền gán chức vị {ROLE_LABELS.get(new_role)}" + }), 403 + + target = conn.execute( + "SELECT role FROM sect_members WHERE user_id = ? AND sect_id = ?", + (target_user_id, sect_id) + ).fetchone() + if not target: + return jsonify({"error": "Thành viên không thuộc tông môn của bạn"}), 404 + + if target["role"] == "leader": + return jsonify({"error": "Không thể thay đổi chức vị của Tông chủ"}), 400 + + target_order = ROLE_ORDER.get(target["role"], 99) + if caller_order >= target_order: + return jsonify({ + "error": f"Bạn ({ROLE_LABELS.get(caller_role)}) không thể thay đổi chức vị của người ngang hoặc cao hơn bạn" + }), 403 + + conn.execute( + "UPDATE sect_members SET role = ? WHERE user_id = ? AND sect_id = ?", + (new_role, target_user_id, sect_id) + ) + conn.commit() + + return jsonify({ + "success": True, + "message": f"Đã gán chức vị {ROLE_LABELS.get(new_role)} thành công!", + "new_role": new_role, + "new_role_label": ROLE_LABELS.get(new_role), + }) + except Exception as e: + logger.error(f"Error promoting rank: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@sects_bp.route("/api/sects/members", methods=["GET"]) +@jwt_required +def list_sect_members(): + """List all members of current user's sect with full role info.""" + user = get_current_user() + role_filter = request.args.get("role") + conn = get_user_db_conn() + try: + member = conn.execute( + "SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = member["sect_id"] + + if role_filter and role_filter in VALID_ROLES: + rows = conn.execute(""" + SELECT sm.user_id, sm.role, sm.contribution, sm.joined_at, + u.username, u.avatar + FROM sect_members sm + LEFT JOIN users u ON sm.user_id = u.id + WHERE sm.sect_id = ? AND sm.role = ? + ORDER BY sm.contribution DESC + """, (sect_id, role_filter)).fetchall() + else: + rows = conn.execute(""" + SELECT sm.user_id, sm.role, sm.contribution, sm.joined_at, + u.username, u.avatar + FROM sect_members sm + LEFT JOIN users u ON sm.user_id = u.id + WHERE sm.sect_id = ? + ORDER BY + CASE sm.role + WHEN 'leader' THEN 1 + WHEN 'vice_leader' THEN 2 + WHEN 'elder' THEN 3 + WHEN 'inner_disciple' THEN 4 + ELSE 5 + END, + sm.contribution DESC + """, (sect_id,)).fetchall() + + member_list = [] + for r in rows: + rd = serialize_row(r) + rd["role_label"] = ROLE_LABELS.get(r["role"], "Môn đồ") + member_list.append(rd) + + return jsonify({ + "members": member_list, + "total": len(member_list), + "role_labels": ROLE_LABELS, + "valid_roles": VALID_ROLES, + }) + except Exception as e: + logger.error(f"Error listing members: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +# ========================================== +# SECT CHAT GROUPS – MANAGE MEMBERS +# ========================================== + +@sects_bp.route("/api/sects/chat/groups//members/add", methods=["POST"]) +@jwt_required +def add_to_chat_group(group_id): + """Add member(s) to a sub-group chat.""" + user = get_current_user() + data = request.json or {} + new_member_ids = data.get("user_ids", []) + + conn = get_user_db_conn() + try: + my_member = conn.execute( + "SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not my_member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = my_member["sect_id"] + group = conn.execute( + "SELECT id, creator_id, members_csv FROM sect_chat_groups WHERE id = ? AND sect_id = ?", + (group_id, sect_id) + ).fetchone() + + if not group: + return jsonify({"error": "Nhóm chat không tồn tại"}), 404 + + # Only group creator, leader, vice_leader, elder can add + if group["creator_id"] != user["id"] and my_member["role"] not in ["leader", "vice_leader", "elder"]: + return jsonify({"error": "Chỉ người tạo nhóm hoặc Ban quản lý mới có thể thêm thành viên"}), 403 + + current_members = [int(x) for x in group["members_csv"].split(",") if x.strip()] + added = [] + for uid in new_member_ids: + uid = int(uid) + if uid not in current_members: + # Check uid is in sect + in_sect = conn.execute( + "SELECT 1 FROM sect_members WHERE user_id = ? AND sect_id = ?", (uid, sect_id) + ).fetchone() + if in_sect: + current_members.append(uid) + added.append(uid) + + new_csv = ",".join(str(x) for x in current_members) + conn.execute( + "UPDATE sect_chat_groups SET members_csv = ? WHERE id = ?", + (new_csv, group_id) + ) + conn.commit() + return jsonify({"success": True, "added": added, "members": current_members}) + except Exception as e: + logger.error(f"Error adding to chat group: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@sects_bp.route("/api/sects/chat/groups//members/remove", methods=["POST"]) +@jwt_required +def remove_from_chat_group(group_id): + """Remove a member from a sub-group chat.""" + user = get_current_user() + data = request.json or {} + target_id = data.get("user_id") + + conn = get_user_db_conn() + try: + my_member = conn.execute( + "SELECT sect_id, role FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not my_member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = my_member["sect_id"] + group = conn.execute( + "SELECT id, creator_id, members_csv FROM sect_chat_groups WHERE id = ? AND sect_id = ?", + (group_id, sect_id) + ).fetchone() + if not group: + return jsonify({"error": "Nhóm chat không tồn tại"}), 404 + + if group["creator_id"] != user["id"] and my_member["role"] not in ["leader", "vice_leader", "elder"]: + return jsonify({"error": "Không đủ quyền xóa thành viên khỏi nhóm chat"}), 403 + + current_members = [int(x) for x in group["members_csv"].split(",") if x.strip()] + if int(target_id) not in current_members: + return jsonify({"error": "Thành viên không có trong nhóm chat này"}), 400 + + current_members.remove(int(target_id)) + new_csv = ",".join(str(x) for x in current_members) + conn.execute("UPDATE sect_chat_groups SET members_csv = ? WHERE id = ?", (new_csv, group_id)) + conn.commit() + return jsonify({"success": True, "members": current_members}) + except Exception as e: + logger.error(f"Error removing from chat group: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@sects_bp.route("/api/sects/chat/groups/", methods=["GET"]) +@jwt_required +def get_chat_group_info(group_id): + """Get info and member list of a sub-group chat.""" + user = get_current_user() + conn = get_user_db_conn() + try: + my_member = conn.execute( + "SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not my_member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = my_member["sect_id"] + group = conn.execute( + "SELECT * FROM sect_chat_groups WHERE id = ? AND sect_id = ?", + (group_id, sect_id) + ).fetchone() + if not group: + return jsonify({"error": "Nhóm chat không tồn tại"}), 404 + + member_ids = [int(x) for x in group["members_csv"].split(",") if x.strip()] + if user["id"] not in member_ids: + return jsonify({"error": "Bạn không phải thành viên của nhóm chat này"}), 403 + + # Fetch member details + members = [] + for uid in member_ids: + row = conn.execute(""" + SELECT sm.user_id, sm.role, sm.contribution, u.username, u.avatar + FROM sect_members sm + LEFT JOIN users u ON sm.user_id = u.id + WHERE sm.user_id = ? AND sm.sect_id = ? + """, (uid, sect_id)).fetchone() + if row: + rd = serialize_row(row) + rd["role_label"] = ROLE_LABELS.get(row["role"], "Môn đồ") + members.append(rd) + + return jsonify({ + "group": serialize_row(group), + "members": members, + "member_count": len(members), + }) + except Exception as e: + logger.error(f"Error fetching chat group: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@sects_bp.route("/api/sects/chat/groups", methods=["GET"]) +@jwt_required +def list_all_sect_chat_groups(): + """List all sub-group chats the current user is part of in their sect.""" + user = get_current_user() + conn = get_user_db_conn() + try: + my_member = conn.execute( + "SELECT sect_id FROM sect_members WHERE user_id = ?", (user["id"],) + ).fetchone() + if not my_member: + return jsonify({"error": "Bạn chưa gia nhập tông môn"}), 403 + + sect_id = my_member["sect_id"] + groups = conn.execute( + "SELECT id, name, creator_id, members_csv, created_at FROM sect_chat_groups WHERE sect_id = ?", + (sect_id,) + ).fetchall() + + result = [] + for g in groups: + member_ids = [int(x) for x in g["members_csv"].split(",") if x.strip()] + if user["id"] in member_ids: + gd = serialize_row(g) + gd["member_count"] = len(member_ids) + result.append(gd) + + return jsonify({"groups": result}) + except Exception as e: + logger.error(f"Error listing chat groups: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + diff --git a/backend/api/translate.py b/backend/api/translate.py new file mode 100644 index 0000000000000000000000000000000000000000..ff3e5f88e4e9f36e4f8ffc23ad77aeb7f7f8dc83 --- /dev/null +++ b/backend/api/translate.py @@ -0,0 +1,397 @@ +import datetime +import os +import requests as py_requests +from flask import Blueprint, request, jsonify, Response, session, current_app +from backend.config import Config +from backend.core.decorators import get_current_user +from backend.core.rate_limit import get_client_ip +from backend.core.security import verify_access_token +from backend.services.translation import ( + get_engine, translate_texts, translate_stream_generator, + translation_limit_tracker, call_ai_chat_proxy +) + +translate_bp = Blueprint("translate", __name__) + + +def is_vip_request(): + """Check if current request has VIP privileges (session, JWT, or header code).""" + user = get_current_user() + if user and user.get("vip_status", 0) == 1: + return True + + # Check headers + vip_code = request.headers.get("X-VIP-Code", "") or request.headers.get("X-VIP-Key", "") + if not vip_code: + # Check request body + try: + data = request.json or {} + vip_code = data.get("vip_key", "") or data.get("vip_code", "") + except: + pass + + if vip_code and vip_code in Config.VALID_VIP_CODES: + return True + return False + + +def _check_translation_rate_limit(texts): + """Returns (exceeded: bool, tracker_key, count) for standard users.""" + client_ip = get_client_ip() + today_str = datetime.date.today().isoformat() + tracker_key = f"{client_ip}:{today_str}" + current_count = translation_limit_tracker.get(tracker_key, 0) + requested_count = len([t for t in texts if t.strip()]) + exceeded = (current_count + requested_count) > 50 + return exceeded, tracker_key, requested_count + + +@translate_bp.route("/translate", methods=["POST"]) +def translate(): + data = request.json + if not data or "texts" not in data: + return jsonify({"error": "Missing 'texts' array"}), 400 + + texts = data["texts"] + + if not is_vip_request(): + exceeded, tracker_key, count = _check_translation_rate_limit(texts) + if exceeded: + return jsonify({ + "error": "Hạn mức dịch máy chủ Standard đã hết (50 đoạn/ngày). Vui lòng nâng cấp tài khoản VIP!" + }), 403 + translation_limit_tracker[tracker_key] = translation_limit_tracker.get(tracker_key, 0) + count + + mode = data.get("mode") + + # If standalone translation server is running, proxy request to it + local_translate_url = os.environ.get("LOCAL_TRANSLATE_URL", "") + if not local_translate_url: + local_tts_url = os.environ.get("LOCAL_TTS_URL", "") + if local_tts_url: + local_translate_url = local_tts_url.split("/v1/")[0] + + if local_translate_url: + try: + translate_url = f"{local_translate_url.rstrip('/')}/v1/translate" + r = py_requests.post(translate_url, json={"texts": texts, "mode": mode}, timeout=(2.0, 60.0)) + if r.status_code == 200: + return jsonify(r.json()) + current_app.logger.error(f"[Translate Proxy Error]: {r.status_code} - {r.text}") + except Exception as e: + current_app.logger.error(f"[Translate Proxy Exception]: {e}") + + translations = translate_texts(texts, mode) + return jsonify({"translations": translations}) + + +@translate_bp.route("/translate_stream", methods=["POST"]) +def translate_stream(): + data = request.json + if not data or "texts" not in data: + return jsonify({"error": "Missing 'texts' array"}), 400 + + texts = data["texts"] + + if not is_vip_request(): + exceeded, tracker_key, count = _check_translation_rate_limit(texts) + if exceeded: + return jsonify({ + "error": "Hạn mức dịch máy chủ Standard đã hết (50 đoạn/ngày). Vui lòng nâng cấp tài khoản VIP!" + }), 403 + translation_limit_tracker[tracker_key] = translation_limit_tracker.get(tracker_key, 0) + count + + mode = data.get("mode") + + # If standalone translation server is running, proxy stream request to it + local_translate_url = os.environ.get("LOCAL_TRANSLATE_URL", "") + if not local_translate_url: + local_tts_url = os.environ.get("LOCAL_TTS_URL", "") + if local_tts_url: + local_translate_url = local_tts_url.split("/v1/")[0] + + if local_translate_url: + try: + translate_url = f"{local_translate_url.rstrip('/')}/v1/translate_stream" + r = py_requests.post(translate_url, json={"texts": texts, "mode": mode}, stream=True, timeout=(2.0, 60.0)) + if r.status_code == 200: + def stream_forwarder(): + for chunk in r.iter_content(chunk_size=1024): + if chunk: + yield chunk + response = Response(stream_forwarder(), mimetype="text/event-stream") + response.headers["X-Accel-Buffering"] = "no" + response.headers["Cache-Control"] = "no-cache, no-transform" + response.headers["Connection"] = "keep-alive" + response.headers["X-Content-Type-Options"] = "nosniff" + return response + current_app.logger.error(f"[Translate Stream Proxy Error]: {r.status_code} - {r.text}") + except Exception as e: + current_app.logger.error(f"[Translate Stream Proxy Exception]: {e}") + + response = Response(translate_stream_generator(texts, mode), mimetype="text/event-stream") + response.headers["X-Accel-Buffering"] = "no" + response.headers["Cache-Control"] = "no-cache, no-transform" + response.headers["Connection"] = "keep-alive" + response.headers["X-Content-Type-Options"] = "nosniff" + return response + + +@translate_bp.route("/api/ai/chat", methods=["POST"]) +def ai_chat_proxy(): + if not is_vip_request(): + return jsonify({ + "error": "Chức năng AI chỉ dành cho thành viên VIP. Vui lòng nâng cấp hoặc nhập API Key cá nhân trong cài đặt!" + }), 403 + + data = request.json or {} + messages = data.get("messages", []) + model = data.get("model", "gemini-1.5-flash") + prompt = data.get("prompt", "") + + try: + text = call_ai_chat_proxy(messages, model, prompt) + return jsonify({"text": text}) + except ValueError as e: + return jsonify({"error": str(e)}), 501 + except RuntimeError as e: + return jsonify({"error": str(e)}), 502 + except Exception as e: + return jsonify({"error": f"Lỗi xử lý AI Proxy: {str(e)}"}), 500 + + +@translate_bp.route("/iframe_proxy", methods=["GET"]) +def iframe_proxy(): + url = request.args.get("url") + if not url: + return "Missing 'url' parameter", 400 + + try: + headers = { + "User-Agent": "Mozilla/5.0 (Linux; Android 10; K) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Mobile Safari/537.36", + "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8", + "Accept-Language": "en-US,en;q=0.5" + } + + # Follow redirects + r = py_requests.get(url, headers=headers, timeout=15, allow_redirects=True) + + encoding = r.encoding + if not encoding or encoding.lower() == 'iso-8859-1': + encoding = r.apparent_encoding or 'utf-8' + + try: + html = r.content.decode(encoding, errors='ignore') + except Exception: + html = r.content.decode('utf-8', errors='ignore') + + # Insert base URL tag so all links/resources load relative to original page + base_tag = f'' + if "" in html: + html = html.replace("", f"{base_tag}", 1) + elif "" in html: + html = html.replace("", f"{base_tag}", 1) + else: + html = base_tag + html + + # Injected proxy handler script + injected_script = """ + + """ + + if "" in html: + html = html.replace("", f"{injected_script}", 1) + elif "" in html: + html = html.replace("", f"{injected_script}", 1) + else: + html = html + injected_script + + response = Response(html, mimetype="text/html") + response.headers.pop("X-Frame-Options", None) + response.headers.pop("Content-Security-Policy", None) + response.headers["Access-Control-Allow-Origin"] = "*" + return response + except Exception as e: + return f"Proxy error: {str(e)}", 500 + diff --git a/backend/api/user_features.py b/backend/api/user_features.py new file mode 100644 index 0000000000000000000000000000000000000000..d3521869b880288be07b22f1627585bf8072c205 --- /dev/null +++ b/backend/api/user_features.py @@ -0,0 +1,938 @@ +from flask import Blueprint, request, jsonify +from backend.core.decorators import jwt_required, get_current_user +from backend.database.db_manager import get_user_db_conn +from backend.core.logger import logger +from backend.core.security import encrypt_message, decrypt_message +from datetime import datetime +import os + +user_features_bp = Blueprint("user_features", __name__) + +def serialize_row(row): + if not row: + return {} + d = dict(row) + for k, v in d.items(): + if hasattr(v, "isoformat"): + d[k] = v.isoformat() + return d + +import time +_history_cache = {} +_stats_cache = {} + + +# ========================================== +# 1. Translation History Endpoints +# ========================================== + +@user_features_bp.route("/api/user/history", methods=["GET"]) +@jwt_required +def get_translation_history(): + user = get_current_user() + user_id = user["id"] + + now = time.time() + if user_id in _history_cache: + cached_data, cached_time = _history_cache[user_id] + if now - cached_time < 60: + return jsonify(cached_data) + + conn = get_user_db_conn() + try: + rows = conn.execute( + "SELECT * FROM translation_history WHERE user_id = ? ORDER BY created_at DESC LIMIT 100", + (user_id,) + ).fetchall() + response_data = {"history": [serialize_row(r) for r in rows], "success": True} + _history_cache[user_id] = (response_data, now) + return jsonify(response_data) + except Exception as e: + logger.error(f"[User History] Failed to fetch history: {e}") + return jsonify({"error": "Failed to fetch translation history", "success": False}), 500 + finally: + conn.close() + +@user_features_bp.route("/api/user/history", methods=["POST"]) +@jwt_required +def add_translation_history(): + user = get_current_user() + data = request.json or {} + original = data.get("original_text", "").strip() + translated = data.get("translated_text", "").strip() + mode = data.get("mode", "fast").strip() + chars = int(data.get("characters", len(original))) + + if not original or not translated: + return jsonify({"error": "Original text and translation content cannot be empty", "success": False}), 400 + + conn = get_user_db_conn() + try: + conn.execute( + "INSERT INTO translation_history (user_id, original_text, translated_text, mode, characters) VALUES (?, ?, ?, ?, ?)", + (user["id"], original, translated, mode, chars) + ) + conn.commit() + if user["id"] in _history_cache: del _history_cache[user["id"]] + if user["id"] in _stats_cache: del _stats_cache[user["id"]] + return jsonify({"message": "Translation history entry added", "success": True}) + except Exception as e: + logger.error(f"[User History] Failed to add entry: {e}") + return jsonify({"error": "Failed to add translation history entry", "success": False}), 500 + finally: + conn.close() + +@user_features_bp.route("/api/user/history", methods=["DELETE"]) +@jwt_required +def clear_translation_history(): + user = get_current_user() + conn = get_user_db_conn() + try: + conn.execute("DELETE FROM translation_history WHERE user_id = ?", (user["id"],)) + conn.commit() + if user["id"] in _history_cache: del _history_cache[user["id"]] + if user["id"] in _stats_cache: del _stats_cache[user["id"]] + return jsonify({"message": "Translation history cleared", "success": True}) + except Exception as e: + logger.error(f"[User History] Failed to clear history: {e}") + return jsonify({"error": "Failed to clear history", "success": False}), 500 + finally: + conn.close() + +# ========================================== +# 2. Vocabulary/Word Notebook Endpoints +# ========================================== + +@user_features_bp.route("/api/user/vocabulary", methods=["GET"]) +@jwt_required +def get_vocabulary(): + user = get_current_user() + conn = get_user_db_conn() + try: + rows = conn.execute( + "SELECT * FROM vocabulary WHERE user_id = ? ORDER BY created_at DESC", + (user["id"],) + ).fetchall() + return jsonify({"vocabulary": [serialize_row(r) for r in rows], "success": True}) + except Exception as e: + logger.error(f"[Vocabulary] Failed to fetch vocabulary: {e}") + return jsonify({"error": "Failed to fetch vocabulary list", "success": False}), 500 + finally: + conn.close() + +@user_features_bp.route("/api/user/vocabulary", methods=["POST"]) +@jwt_required +def add_vocabulary(): + user = get_current_user() + data = request.json or {} + original = data.get("original_text", "").strip() + translation = data.get("translation", "").strip() + pinyin_or_hanviet = data.get("pinyin_or_hanviet", "").strip() + context = data.get("context_sentence", "").strip() + notes = data.get("notes", "").strip() + + if not original or not translation: + return jsonify({"error": "Original text and translation content cannot be empty", "success": False}), 400 + + conn = get_user_db_conn() + try: + conn.execute( + "INSERT INTO vocabulary (user_id, original_text, pinyin_or_hanviet, translation, context_sentence, notes) VALUES (?, ?, ?, ?, ?, ?)", + (user["id"], original, pinyin_or_hanviet, translation, context, notes) + ) + conn.commit() + return jsonify({"message": "Word saved to vocabulary notebook", "success": True}) + except Exception as e: + logger.error(f"[Vocabulary] Failed to save word: {e}") + return jsonify({"error": "Failed to save word notebook entry", "success": False}), 500 + finally: + conn.close() + +@user_features_bp.route("/api/user/vocabulary/", methods=["DELETE"]) +@jwt_required +def delete_vocabulary(item_id): + user = get_current_user() + conn = get_user_db_conn() + try: + # Verify ownership + row = conn.execute("SELECT user_id FROM vocabulary WHERE id = ?", (item_id,)).fetchone() + if not row: + return jsonify({"error": "Entry not found", "success": False}), 404 + if int(row["user_id"]) != int(user["id"]): + return jsonify({"error": "Unauthorized action", "success": False}), 403 + + conn.execute("DELETE FROM vocabulary WHERE id = ?", (item_id,)) + conn.commit() + return jsonify({"message": "Word deleted from notebook", "success": True}) + except Exception as e: + logger.error(f"[Vocabulary] Failed to delete item {item_id}: {e}") + return jsonify({"error": "Failed to delete item", "success": False}), 500 + finally: + conn.close() + +# ========================================== +# 3. Personalization Settings Endpoints +# ========================================== + +@user_features_bp.route("/api/user/settings", methods=["GET"]) +@jwt_required +def get_user_settings(): + user = get_current_user() + conn = get_user_db_conn() + try: + row = conn.execute("SELECT * FROM user_settings WHERE user_id = ?", (user["id"],)).fetchone() + if not row: + # Insert defaults + conn.execute( + "INSERT INTO user_settings (user_id, theme, default_language, auto_read, font_size) VALUES (?, 'dark', 'vi', 0, 14)", + (user["id"],) + ) + conn.commit() + row = conn.execute("SELECT * FROM user_settings WHERE user_id = ?", (user["id"],)).fetchone() + + return jsonify({"settings": serialize_row(row), "success": True}) + except Exception as e: + logger.error(f"[UserSettings] Failed to fetch settings: {e}") + return jsonify({"error": "Failed to fetch settings", "success": False}), 500 + finally: + conn.close() + +@user_features_bp.route("/api/user/settings", methods=["POST"]) +@jwt_required +def update_user_settings(): + user = get_current_user() + data = request.json or {} + theme = data.get("theme", "dark").strip() + lang = data.get("default_language", "vi").strip() + auto_read = int(data.get("auto_read", 0)) + font_size = int(data.get("font_size", 14)) + now = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + + conn = get_user_db_conn() + try: + conn.execute( + """INSERT INTO user_settings (user_id, theme, default_language, auto_read, font_size, updated_at) + VALUES (?, ?, ?, ?, ?, ?) + ON CONFLICT(user_id) DO UPDATE SET + theme = excluded.theme, + default_language = excluded.default_language, + auto_read = excluded.auto_read, + font_size = excluded.font_size, + updated_at = excluded.updated_at""", + (user["id"], theme, lang, auto_read, font_size, now) + ) + conn.commit() + return jsonify({"message": "Settings updated successfully", "success": True}) + except Exception as e: + logger.error(f"[UserSettings] Failed to update settings: {e}") + return jsonify({"error": "Failed to update settings", "success": False}), 500 + finally: + conn.close() + + +# ========================================== +# 4. Usage Tracking & System/API Statistics +# ========================================== + +@user_features_bp.route("/api/user/track", methods=["POST"]) +@jwt_required +def track_user_usage(): + user = get_current_user() + data = request.json or {} + source = data.get("source", "web").strip().lower() + action = data.get("action", "read").strip().lower() + duration = int(data.get("duration", 0)) + mode = data.get("mode", "online").strip().lower() + + if not source or not action: + return jsonify({"error": "Missing source or action", "success": False}), 400 + + conn = get_user_db_conn() + try: + conn.execute( + "INSERT INTO usage_tracking (user_id, source, action, duration, mode) VALUES (?, ?, ?, ?, ?)", + (user["id"], source, action, duration, mode) + ) + conn.commit() + if user["id"] in _stats_cache: del _stats_cache[user["id"]] + return jsonify({"message": "Usage tracked successfully", "success": True}) + except Exception as e: + logger.error(f"[Usage Tracking] Failed to log usage: {e}") + return jsonify({"error": "Failed to track usage", "success": False}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/user/stats", methods=["GET"]) +@jwt_required +def get_user_stats(): + user = get_current_user() + user_id = user["id"] + + now = time.time() + if user_id in _stats_cache: + cached_data, cached_time = _stats_cache[user_id] + if now - cached_time < 60: + return jsonify(cached_data) + + conn = get_user_db_conn() + try: + # 1. Total active/reading duration by source + web_duration_row = conn.execute( + "SELECT SUM(duration) as total FROM usage_tracking WHERE user_id = ? AND source = 'web'", + (user["id"],) + ).fetchone() + web_duration = web_duration_row["total"] or 0 if web_duration_row else 0 + + ext_duration_row = conn.execute( + "SELECT SUM(duration) as total FROM usage_tracking WHERE user_id = ? AND source = 'extension'", + (user["id"],) + ).fetchone() + ext_duration = ext_duration_row["total"] or 0 if ext_duration_row else 0 + + # 2. Total active/reading duration by online/offline mode + online_duration_row = conn.execute( + "SELECT SUM(duration) as total FROM usage_tracking WHERE user_id = ? AND mode = 'online'", + (user["id"],) + ).fetchone() + online_duration = online_duration_row["total"] or 0 if online_duration_row else 0 + + offline_duration_row = conn.execute( + "SELECT SUM(duration) as total FROM usage_tracking WHERE user_id = ? AND mode = 'offline'", + (user["id"],) + ).fetchone() + offline_duration = offline_duration_row["total"] or 0 if offline_duration_row else 0 + + # 3. Translation calls count (from translation_history) + trans_calls_row = conn.execute( + "SELECT COUNT(*) as cnt, SUM(characters) as total_chars FROM translation_history WHERE user_id = ?", + (user["id"],) + ).fetchone() + trans_calls = trans_calls_row["cnt"] or 0 if trans_calls_row else 0 + total_chars = trans_calls_row["total_chars"] or 0 if trans_calls_row else 0 + + # 4. API keys & API usage stats (from api_keys and api_usage) + api_keys_count_row = conn.execute( + "SELECT COUNT(*) as cnt FROM api_keys WHERE user_id = ?", + (user["id"],) + ).fetchone() + api_keys_count = api_keys_count_row["cnt"] or 0 if api_keys_count_row else 0 + + api_usage_row = conn.execute( + """SELECT COUNT(u.id) as cnt, SUM(u.tokens) as tokens + FROM api_usage u + JOIN api_keys k ON u.api_key = k.api_key + WHERE k.user_id = ?""", + (user["id"],) + ).fetchone() + api_usage_calls = api_usage_row["cnt"] or 0 if api_usage_row else 0 + api_usage_chars = api_usage_row["tokens"] or 0 if api_usage_row else 0 + + # 5. Recent actions log + recent_actions = conn.execute( + "SELECT source, action, duration, mode, timestamp FROM usage_tracking WHERE user_id = ? ORDER BY timestamp DESC, id DESC LIMIT 20", + (user_id,) + ).fetchall() + + response_data = { + "success": True, + "stats": { + "web_duration": web_duration, + "ext_duration": ext_duration, + "online_duration": online_duration, + "offline_duration": offline_duration, + "total_reading_time": web_duration + ext_duration, + "translation_calls": trans_calls, + "translation_chars": total_chars, + "api_keys_count": api_keys_count, + "api_usage_calls": api_usage_calls, + "api_usage_chars": api_usage_chars + }, + "recent_actions": [serialize_row(r) for r in recent_actions] + } + + _stats_cache[user_id] = (response_data, now) + return jsonify(response_data) + except Exception as e: + logger.error(f"[User Stats] Failed to fetch stats: {e}") + return jsonify({"error": "Failed to fetch stats", "success": False}), 500 + finally: + conn.close() + + +# ========================================== +# 5. Feedback Submissions +# ========================================== + +@user_features_bp.route("/api/feedback/submit", methods=["POST"]) +def submit_feedback(): + data = request.json or {} + email = data.get("email", "").strip() + message = data.get("message", "").strip() + + if not email or not message: + return jsonify({"error": "Email và nội dung phản hồi không được để trống", "success": False}), 400 + + # 1. Log to logs/feedback.log + os.makedirs("logs", exist_ok=True) + log_path = "logs/feedback.log" + timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + log_entry = f"[{timestamp}] EMAIL: {email} | MESSAGE: {message}\n" + try: + with open(log_path, "a", encoding="utf-8") as f: + f.write(log_entry) + except Exception as e: + logger.error(f"Failed to write feedback to log file: {e}") + + # 2. Save to SQLite database + conn = get_user_db_conn() + try: + conn.execute( + """CREATE TABLE IF NOT EXISTS user_feedbacks ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + email TEXT, + message TEXT, + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP + )""" + ) + conn.execute( + "INSERT INTO user_feedbacks (email, message) VALUES (?, ?)", + (email, message) + ) + conn.commit() + return jsonify({"message": "Gửi phản hồi thành công!", "success": True}) + except Exception as e: + logger.error(f"[Feedback] Failed to save feedback: {e}") + return jsonify({"error": "Gửi phản hồi thất bại", "success": False}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/feedback/list", methods=["GET"]) +def list_feedbacks(): + conn = get_user_db_conn() + try: + conn.execute( + """CREATE TABLE IF NOT EXISTS user_feedbacks ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + email TEXT, + message TEXT, + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP + )""" + ) + rows = conn.execute("SELECT * FROM user_feedbacks ORDER BY id DESC").fetchall() + feedbacks = [serialize_row(r) for r in rows] + return jsonify({"feedbacks": feedbacks, "success": True}) + except Exception as e: + logger.error(f"[Feedback] Failed to list feedback: {e}") + return jsonify({"error": "Không thể lấy danh sách phản hồi", "success": False}), 500 + finally: + conn.close() + + +# ========================================== +# 6. Social, Friends, and Private Messaging APIs +# ========================================== + +@user_features_bp.route("/api/users/search", methods=["GET"]) +def search_users(): + q = request.args.get("q", "").strip() + if not q: + return jsonify({"users": []}) + user = get_current_user() + user_id = user["id"] if user else None + conn = get_user_db_conn() + try: + like_q = "%" + q + "%" + if user_id: + rows = conn.execute( + """SELECT id, username, user_code, display_name, avatar FROM users + WHERE id != ? AND ( + username LIKE ? OR + email LIKE ? OR + user_code = ? + ) LIMIT 15""", + (user_id, like_q, like_q, q) + ).fetchall() + else: + rows = conn.execute( + """SELECT id, username, user_code, display_name, avatar FROM users + WHERE username LIKE ? OR email LIKE ? OR user_code = ? LIMIT 15""", + (like_q, like_q, q) + ).fetchall() + return jsonify({"users": [serialize_row(r) for r in rows]}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/notifications/unread-counts", methods=["GET"]) +def get_unread_counts(): + """Separate unread counts: messages vs friend/other notifications.""" + user = get_current_user() + if not user: + return jsonify({"messages": 0, "notifications": 0}) + conn = get_user_db_conn() + try: + # Unread personal messages from direct_messages table + msg_count = conn.execute( + "SELECT COUNT(*) as c FROM direct_messages WHERE receiver_id = ? AND is_read = 0", + (user["id"],) + ).fetchone()["c"] + # Unread other notifications (friend_request, friend_accept, book_share etc) + notif_count = conn.execute( + "SELECT COUNT(*) as c FROM personal_notifications WHERE user_id = ? AND is_read = 0 AND type != 'message'", + (user["id"],) + ).fetchone()["c"] + return jsonify({"messages": msg_count, "notifications": notif_count}) + except Exception as e: + return jsonify({"messages": 0, "notifications": 0}) + finally: + conn.close() + + +@user_features_bp.route("/api/friends/request", methods=["POST"]) +def send_friend_request(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + # Accept username, user_code, or email + query = data.get("friend_username") or data.get("friend_code") or data.get("friend_email") or "" + query = query.strip() + if not query: + return jsonify({"error": "Thiếu thông tin tìm kiếm bạn bè"}), 400 + + conn = get_user_db_conn() + try: + target = conn.execute( + "SELECT id, username FROM users WHERE username = ? OR user_code = ? OR email = ?", + (query, query, query.lower()) + ).fetchone() + if not target: + return jsonify({"error": "Không tìm thấy người dùng"}), 404 + + target_id = target["id"] + if target_id == user["id"]: + return jsonify({"error": "Không thể kết bạn với chính mình"}), 400 + + exists = conn.execute("SELECT status FROM friendships WHERE (user_id = ? AND friend_id = ?) OR (user_id = ? AND friend_id = ?)", + (user["id"], target_id, target_id, user["id"])).fetchone() + if exists: + return jsonify({"error": f"Đã có lời mời kết bạn hoặc đã là bạn bè (Trạng thái: {exists['status']})"}), 400 + + conn.execute("INSERT INTO friendships (user_id, friend_id, status) VALUES (?, ?, 'pending')", (user["id"], target_id)) + + conn.execute( + "INSERT INTO personal_notifications (user_id, sender_id, type, message, related_id) VALUES (?, ?, 'friend_request', ?, ?)", + (target_id, user["id"], f"{user['username']} đã gửi cho bạn một lời mời kết bạn.", user["id"]) + ) + conn.commit() + return jsonify({"success": True, "message": "Đã gửi lời mời kết bạn!", "to_user": target["username"]}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/respond", methods=["POST"]) +def respond_friend_request(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + sender_id = data.get("sender_id") + action = data.get("action", "").lower() + + if not sender_id or action not in ['accept', 'reject']: + return jsonify({"error": "Dữ liệu không hợp lệ"}), 400 + + conn = get_user_db_conn() + try: + req = conn.execute("SELECT id FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'pending'", (sender_id, user["id"])).fetchone() + if not req: + return jsonify({"error": "Không tìm thấy lời mời kết bạn"}), 404 + + if action == 'accept': + conn.execute("UPDATE friendships SET status = 'accepted' WHERE user_id = ? AND friend_id = ?", (sender_id, user["id"])) + # Cross-compatibility check instead of INSERT OR IGNORE + exists = conn.execute("SELECT 1 FROM friendships WHERE user_id = ? AND friend_id = ?", (user["id"], sender_id)).fetchone() + if not exists: + conn.execute("INSERT INTO friendships (user_id, friend_id, status) VALUES (?, ?, 'accepted')", (user["id"], sender_id)) + conn.execute( + "INSERT INTO personal_notifications (user_id, sender_id, type, message, related_id) VALUES (?, ?, 'friend_accept', ?, ?)", + (sender_id, user["id"], f"{user['username']} đã chấp nhận lời mời kết bạn.", user["id"]) + ) + else: + conn.execute("DELETE FROM friendships WHERE user_id = ? AND friend_id = ?", (sender_id, user["id"])) + + conn.execute( + "UPDATE personal_notifications SET is_read = 1 WHERE user_id = ? AND sender_id = ? AND type = 'friend_request'", + (user["id"], sender_id) + ) + conn.commit() + return jsonify({"success": True, "message": f"Đã {'chấp nhận' if action == 'accept' else 'từ chối'} kết bạn."}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/list", methods=["GET"]) +def list_friends(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT u.id, u.username, u.user_code, u.avatar, + (SELECT COUNT(*) FROM direct_messages dm WHERE dm.sender_id = u.id AND dm.receiver_id = ? AND dm.is_read = 0) as unread_messages + FROM friendships f + JOIN users u ON f.friend_id = u.id + WHERE f.user_id = ? AND f.status = 'accepted'""", + (user["id"], user["id"]) + ).fetchall() + return jsonify({"friends": [serialize_row(r) for r in rows]}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/unfriend", methods=["POST"]) +@jwt_required +def unfriend(): + """Hủy kết bạn: Xóa quan hệ bạn bè cả hai chiều.""" + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + friend_id = data.get("friend_id") + if not friend_id: + return jsonify({"error": "Thiếu friend_id"}), 400 + + conn = get_user_db_conn() + try: + # Kiểm tra quan hệ tồn tại và đang ở trạng thái accepted + rel = conn.execute( + """SELECT id FROM friendships + WHERE ((user_id = ? AND friend_id = ?) OR (user_id = ? AND friend_id = ?)) + AND status = 'accepted'""", + (user["id"], friend_id, friend_id, user["id"]) + ).fetchone() + if not rel: + return jsonify({"error": "Không tìm thấy quan hệ bạn bè"}), 404 + + # Xóa cả hai chiều + conn.execute( + "DELETE FROM friendships WHERE (user_id = ? AND friend_id = ?) OR (user_id = ? AND friend_id = ?)", + (user["id"], friend_id, friend_id, user["id"]) + ) + conn.commit() + return jsonify({"success": True, "message": "Đã hủy kết bạn."}) + except Exception as e: + logger.error(f"Unfriend error: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/block", methods=["POST"]) +@jwt_required +def block_user(): + """Chặn người dùng: Xóa quan hệ bạn bè (nếu có) và ghi nhận trạng thái blocked.""" + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + target_id = data.get("user_id") + if not target_id: + return jsonify({"error": "Thiếu user_id cần chặn"}), 400 + if target_id == user["id"]: + return jsonify({"error": "Không thể tự chặn chính mình"}), 400 + + conn = get_user_db_conn() + try: + # Kiểm tra đã chặn chưa + already = conn.execute( + "SELECT id FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'blocked'", + (user["id"], target_id) + ).fetchone() + if already: + return jsonify({"error": "Bạn đã chặn người dùng này rồi"}), 400 + + # Xóa quan hệ bạn bè hai chiều (nếu có) + conn.execute( + "DELETE FROM friendships WHERE (user_id = ? AND friend_id = ?) OR (user_id = ? AND friend_id = ?)", + (user["id"], target_id, target_id, user["id"]) + ) + # Ghi nhận block (một chiều: người chặn → người bị chặn) + conn.execute( + "INSERT OR REPLACE INTO friendships (user_id, friend_id, status) VALUES (?, ?, 'blocked')", + (user["id"], target_id) + ) + conn.commit() + return jsonify({"success": True, "message": "Đã chặn người dùng."}) + except Exception as e: + logger.error(f"Block user error: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/unblock", methods=["POST"]) +@jwt_required +def unblock_user(): + """Bỏ chặn người dùng.""" + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + target_id = data.get("user_id") + if not target_id: + return jsonify({"error": "Thiếu user_id cần bỏ chặn"}), 400 + + conn = get_user_db_conn() + try: + rel = conn.execute( + "SELECT id FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'blocked'", + (user["id"], target_id) + ).fetchone() + if not rel: + return jsonify({"error": "Bạn chưa chặn người dùng này"}), 404 + + conn.execute( + "DELETE FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'blocked'", + (user["id"], target_id) + ) + conn.commit() + return jsonify({"success": True, "message": "Đã bỏ chặn người dùng."}) + except Exception as e: + logger.error(f"Unblock user error: {e}") + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/friends/blocked-list", methods=["GET"]) +@jwt_required +def list_blocked(): + """Lấy danh sách người dùng đang bị chặn.""" + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT u.id, u.username, u.user_code, u.avatar, f.created_at as blocked_at + FROM friendships f + JOIN users u ON f.friend_id = u.id + WHERE f.user_id = ? AND f.status = 'blocked'""", + (user["id"],) + ).fetchall() + return jsonify({"blocked_users": [serialize_row(r) for r in rows]}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/messages/send", methods=["POST"]) +@jwt_required +def send_message(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + receiver_id = data.get("receiver_id") + message = data.get("message", "").strip() + + if not receiver_id or not message: + return jsonify({"error": "Thiếu người nhận hoặc nội dung tin nhắn"}), 400 + + conn = get_user_db_conn() + try: + # Kiểm tra bảo mật: Người nhận có đang chặn người gửi không? + blocked_by_receiver = conn.execute( + "SELECT id FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'blocked'", + (receiver_id, user["id"]) + ).fetchone() + if blocked_by_receiver: + return jsonify({"error": "Không thể gửi tin nhắn đến người dùng này."}), 403 + + # Kiểm tra bảo mật: Người gửi có đang chặn người nhận không? + blocked_by_sender = conn.execute( + "SELECT id FROM friendships WHERE user_id = ? AND friend_id = ? AND status = 'blocked'", + (user["id"], receiver_id) + ).fetchone() + if blocked_by_sender: + return jsonify({"error": "Bạn đang chặn người dùng này. Bỏ chặn trước khi nhắn tin."}), 403 + + enc_msg = encrypt_message(message) + cursor = conn.execute( + "INSERT INTO direct_messages (sender_id, receiver_id, message) VALUES (?, ?, ?)", + (user["id"], receiver_id, enc_msg) + ) + msg_id = cursor.lastrowid + + conn.execute( + "INSERT INTO personal_notifications (user_id, sender_id, type, message, related_id) VALUES (?, ?, 'message', ?, ?)", + (receiver_id, user["id"], f"{user['username']} đã gửi cho bạn một tin nhắn mới.", msg_id) + ) + conn.commit() + return jsonify({"success": True, "message": "Gửi tin nhắn thành công!", "msg_id": msg_id}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/messages/chat/", methods=["GET"]) +def get_chat_history(friend_id): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT id, sender_id, receiver_id, message, is_read, created_at + FROM direct_messages + WHERE (sender_id = ? AND receiver_id = ?) OR (sender_id = ? AND receiver_id = ?) + ORDER BY created_at ASC""", + (user["id"], friend_id, friend_id, user["id"]) + ).fetchall() + + conn.execute( + "UPDATE direct_messages SET is_read = 1 WHERE sender_id = ? AND receiver_id = ?", + (friend_id, user["id"]) + ) + conn.execute( + "UPDATE personal_notifications SET is_read = 1 WHERE user_id = ? AND sender_id = ? AND type = 'message'", + (user["id"], friend_id) + ) + conn.commit() + + messages = [] + for r in rows: + d = dict(r) + d["message"] = decrypt_message(d.get("message", "")) + for k, v in d.items(): + if hasattr(v, "isoformat"): + d[k] = v.isoformat() + messages.append(d) + + return jsonify({"messages": messages}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/books/share", methods=["POST"]) +def share_book(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + friend_id = data.get("friend_id") + book_id = data.get("book_id") + custom_message = data.get("message", "").strip() + + if not friend_id or not book_id: + return jsonify({"error": "Thiếu thông tin người nhận hoặc truyện cần chia sẻ"}), 400 + + conn = get_user_db_conn() + try: + book_title = "Truyện" + from backend.database.db_manager import get_db + main_conn = get_db() + row = main_conn.execute("SELECT title_vietphrase, title_hanviet, title FROM books WHERE id = ?", (book_id,)).fetchone() + if row: + book_title = row["title_vietphrase"] or row["title_hanviet"] or row["title"] + + msg_content = f"{user['username']} đã chia sẻ truyện '{book_title}' với bạn." + if custom_message: + msg_content += f" Lời nhắn: \"{custom_message}\"" + + conn.execute( + "INSERT INTO personal_notifications (user_id, sender_id, type, message, related_id) VALUES (?, ?, 'book_share', ?, ?)", + (friend_id, user["id"], msg_content, book_id) + ) + + share_chat_msg = f"[Chia sẻ truyện] '{book_title}' - Xem chi tiết tại /book/{book_id}" + if custom_message: + share_chat_msg += f"\nLời nhắn: {custom_message}" + enc_share_msg = encrypt_message(share_chat_msg) + conn.execute( + "INSERT INTO direct_messages (sender_id, receiver_id, message) VALUES (?, ?, ?)", + (user["id"], friend_id, enc_share_msg) + ) + + conn.commit() + return jsonify({"success": True, "message": "Chia sẻ truyện thành công!"}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/notifications/personal", methods=["GET"]) +def get_personal_notifications(): + user = get_current_user() + if not user: + return jsonify({"notifications": []}) + + conn = get_user_db_conn() + try: + rows = conn.execute( + """SELECT n.id, n.sender_id, n.type, n.message, n.related_id, n.is_read, n.created_at, u.username as sender_name + FROM personal_notifications n + LEFT JOIN users u ON n.sender_id = u.id + WHERE n.user_id = ? + ORDER BY n.created_at DESC LIMIT 50""", + (user["id"],) + ).fetchall() + return jsonify({"notifications": [serialize_row(r) for r in rows]}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + + +@user_features_bp.route("/api/notifications/personal/read", methods=["POST"]) +def read_personal_notification(): + user = get_current_user() + if not user: + return jsonify({"error": "Unauthorized"}), 401 + + data = request.json or {} + notif_id = data.get("notification_id") + + if not notif_id: + return jsonify({"error": "Thiếu notification_id"}), 400 + + conn = get_user_db_conn() + try: + conn.execute( + "UPDATE personal_notifications SET is_read = 1 WHERE id = ? AND user_id = ?", + (notif_id, user["id"]) + ) + conn.commit() + return jsonify({"success": True}) + except Exception as e: + return jsonify({"error": str(e)}), 500 + finally: + conn.close() + diff --git a/backend/config.py b/backend/config.py new file mode 100644 index 0000000000000000000000000000000000000000..77ef3d8440aa9ec15fe6b4e3e36fb24632ff33d1 --- /dev/null +++ b/backend/config.py @@ -0,0 +1,89 @@ +import os +from datetime import timedelta +from dotenv import load_dotenv + +load_dotenv(override=True) + +class Config: + # Flask settings + SECRET_KEY = os.environ.get("FLASK_SECRET_KEY", "tienhiep_lyvuha_secret_key_9988") + + # Base directories and DB paths + ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) + DB_PATH = os.path.join(ROOT_DIR, "merged_books.db") + USER_DB_PATH = os.path.join(ROOT_DIR, "users_data.db") + + # JWT authentication settings + JWT_SECRET = SECRET_KEY + "_jwt_v2_secure" + JWT_ALGORITHM = "HS256" + JWT_ACCESS_TOKEN_EXPIRE = timedelta(days=365) + JWT_REFRESH_TOKEN_EXPIRE = timedelta(days=365) + + # VIP plans + VIP_PLANS = { + "month": { + "name_vi": "Gói Tháng", + "name_en": "Monthly Plan", + "name_zh": "月套餐", + "price": 50000, # 50,000 VND + "duration_days": 30, + "description_vi": "VIP 1 tháng — Dịch không giới hạn, AI, TTS, EPUB", + "description_en": "VIP 1 month — Unlimited translation, AI, TTS, EPUB", + "description_zh": "VIP 1个月 — 无限翻译、AI、TTS、EPUB", + }, + "year": { + "name_vi": "Gói Năm (Tiết kiệm 67%)", + "name_en": "Yearly Plan (Save 67%)", + "name_zh": "年套餐 (节省67%)", + "price": 200000, # 200,000 VND + "duration_days": 365, + "description_vi": "VIP 1 năm — Tất cả quyền lợi VIP, ưu đãi tốt nhất", + "description_en": "VIP 1 year — All VIP benefits, best value", + "description_zh": "VIP 1年 — 所有VIP权益，最优惠", + } + } + + # Payment Gateway Config + PAYMENT_CONFIG = { + "bank_id": os.environ.get("BANK_ID", "MB"), + "account_no": os.environ.get("BANK_ACCOUNT_NO", "0349717475"), + "account_name": os.environ.get("BANK_ACCOUNT_NAME", "LY VU HA"), + "template": "compact2", + "payos_client_id": os.environ.get("PAYOS_CLIENT_ID", ""), + "payos_api_key": os.environ.get("PAYOS_API_KEY", ""), + "payos_checksum_key": os.environ.get("PAYOS_CHECKSUM_KEY", ""), + "payos_webhook_url": os.environ.get("PAYOS_WEBHOOK_URL", "https://yourdomain.com/api/payment/webhook"), + } + + # Rate Limiting + RATE_LIMITS = { + "login": {"max": 5, "window": 300}, + "register": {"max": 3, "window": 600}, + "otp": {"max": 3, "window": 60}, + "payment": {"max": 10, "window": 600}, + } + + # SMTP email config + SMTP_CONFIG = { + "host": "smtp.gmail.com", + "port": 587, + "username": os.environ.get("SMTP_EMAIL", ""), + "password": os.environ.get("SMTP_PASSWORD", ""), + "from_name": "Novel Translator VIP", + "enabled": True if os.environ.get("SMTP_PASSWORD") else False + } + + # Google OAuth + GOOGLE_OAUTH_CONFIG = { + "client_id": os.environ.get("GOOGLE_CLIENT_ID", ""), + "client_secret": os.environ.get("GOOGLE_CLIENT_SECRET", ""), + "redirect_uri": os.environ.get("GOOGLE_REDIRECT_URI", "http://localhost:5050/api/auth/google/callback"), + "enabled": True + } + + # VIP Validation Codes + _vip_codes_env = os.environ.get("VALID_VIP_CODES", "") + if _vip_codes_env: + VALID_VIP_CODES = set(c.strip() for c in _vip_codes_env.split(",") if c.strip()) + else: + VALID_VIP_CODES = {"VIP2026", "ANTIGRAVITY", "PREMIUM_MEMBER", "VIP_TRANSLATOR", "VIP_SERVER", "LYVUHA_ADMIN_2026"} diff --git a/backend/core/__init__.py b/backend/core/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..d2584059a77bd5f99822712702672eb84ccefe72 --- /dev/null +++ b/backend/core/__init__.py @@ -0,0 +1 @@ +# backend/core/__init__.py diff --git a/backend/core/decorators.py b/backend/core/decorators.py new file mode 100644 index 0000000000000000000000000000000000000000..bbbeee0a8abf005750629a9145a98de5f29792a4 --- /dev/null +++ b/backend/core/decorators.py @@ -0,0 +1,140 @@ +from functools import wraps +from datetime import datetime +from flask import request, jsonify, session +from backend.core.security import verify_access_token +from backend.database.db_manager import get_user_db_conn + +def jwt_required(f): + """Decorator: require valid JWT OR session auth.""" + @wraps(f) + def decorated(*args, **kwargs): + # Try JWT first + auth_header = request.headers.get("Authorization", "") + if auth_header.startswith("Bearer "): + token = auth_header[7:] + payload = verify_access_token(token) + if payload: + request._jwt_user = { + "id": int(payload["sub"]), + "username": payload["username"], + "vip_status": payload["vip"] + } + return f(*args, **kwargs) + + # Fall back to session auth + if "user_id" in session: + request._jwt_user = { + "id": session["user_id"], + "username": session["username"], + "vip_status": session.get("vip_status", 0) + } + return f(*args, **kwargs) + + return jsonify({"error": "Authentication required"}), 401 + return decorated + +def require_api_key_auth(f): + """Decorator: require valid Developer API Key or VIP Validation Code auth.""" + @wraps(f) + def decorated(*args, **kwargs): + # 1. Try to find the key in Authorization header + auth_header = request.headers.get("Authorization", "") + api_key = "" + if auth_header.startswith("Bearer "): + api_key = auth_header[7:].strip() + + # If the api_key from Authorization header looks like a JWT token (not sk-tc- and not a valid VIP code), + # clear it so we fall back to other headers or the body. + from backend.config import Config + if api_key and not api_key.startswith("sk-tc-") and api_key not in Config.VALID_VIP_CODES: + api_key = "" + + # 2. Try X-VIP-Key header + if not api_key: + api_key = request.headers.get("X-VIP-Key", "").strip() + + # 3. Try X-VIP-Code header + if not api_key: + api_key = request.headers.get("X-VIP-Code", "").strip() + + # 4. Try request JSON body + if not api_key: + try: + data = request.json or {} + api_key = data.get("vip_key", "") or data.get("vip_code", "") or data.get("api_key", "") + if isinstance(api_key, str): + api_key = api_key.strip() + else: + api_key = "" + except: + pass + + # 5. Check if it's empty + if not api_key: + return jsonify({"error": "Missing API Key or VIP Code. Please authenticate."}), 401 + + # 6. Check if it is a valid static VIP code + from backend.config import Config + if api_key in Config.VALID_VIP_CODES: + # Bypassed - treat as static VIP access with unlimited balance + request.api_key = api_key + request.api_user_id = None + request.api_balance = 999999.0 + return f(*args, **kwargs) + + # 7. Otherwise, it must be a developer key starting with sk-tc- + if not api_key.startswith("sk-tc-"): + return jsonify({"error": "Invalid API key format. Key must start with 'sk-tc-' or be a valid VIP Code."}), 401 + + conn = get_user_db_conn() + key_record = conn.execute( + "SELECT k.*, u.api_balance FROM api_keys k JOIN users u ON k.user_id = u.id WHERE k.api_key = ? AND k.status = 'active'", + (api_key,) + ).fetchone() + + if not key_record: + conn.close() + return jsonify({"error": "API Key not found, inactive, or revoked."}), 401 + + balance = key_record["api_balance"] if key_record["api_balance"] is not None else 0.0 + if balance <= 0.0: + conn.close() + return jsonify({ + "error": f"Tài khoản hết số dư API (Số dư hiện tại: {balance:.2f}đ). Vui lòng nạp thêm tiền tại website để tiếp tục sử dụng." + }), 402 + + # Update last_used_at + now = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + conn.execute("UPDATE api_keys SET last_used_at = ? WHERE api_key = ?", (now, api_key)) + conn.commit() + conn.close() + + request.api_key = api_key + request.api_user_id = key_record["user_id"] + request.api_balance = balance + return f(*args, **kwargs) + return decorated + +def get_current_user(): + """Get current user from JWT or session.""" + if hasattr(request, '_jwt_user'): + return request._jwt_user + + auth_header = request.headers.get("Authorization", "") + if auth_header.startswith("Bearer "): + token = auth_header[7:] + payload = verify_access_token(token) + if payload: + return { + "id": int(payload["sub"]), + "username": payload["username"], + "vip_status": payload["vip"] + } + + if "user_id" in session: + return { + "id": session["user_id"], + "username": session["username"], + "vip_status": session.get("vip_status", 0) + } + return None diff --git a/backend/core/logger.py b/backend/core/logger.py new file mode 100644 index 0000000000000000000000000000000000000000..e5ad1deeb5830a146583db68cf13b643b20a0d51 --- /dev/null +++ b/backend/core/logger.py @@ -0,0 +1,53 @@ +import os +import sys +import logging +from logging.handlers import RotatingFileHandler + +# Project root directory detection +PROJECT_ROOT = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) +LOG_DIR = os.path.join(PROJECT_ROOT, "logs") +LOG_FILE = os.path.join(LOG_DIR, "app.log") + +def setup_logger(name="app", log_level=logging.INFO): + """Sets up a central rolling logger that outputs to both stdout and a file.""" + # Ensure logs directory exists + try: + os.makedirs(LOG_DIR, exist_ok=True) + except Exception as e: + sys.stderr.write(f"[WARNING] Failed to create log directory '{LOG_DIR}': {e}\n") + + logger = logging.getLogger(name) + logger.setLevel(log_level) + + # Avoid duplicate handlers if setup_logger is called multiple times + if logger.handlers: + return logger + + # Log format: time | level | name | message + formatter = logging.Formatter( + "[%(asctime)s] %(levelname)s [%(name)s] %(message)s", + datefmt="%Y-%m-%d %H:%M:%S" + ) + + # Console stream handler + console_handler = logging.StreamHandler(sys.stdout) + console_handler.setFormatter(formatter) + logger.addHandler(console_handler) + + # Rolling file handler + try: + file_handler = RotatingFileHandler( + LOG_FILE, + maxBytes=10 * 1024 * 1024, # 10 MB + backupCount=5, + encoding="utf-8" + ) + file_handler.setFormatter(formatter) + logger.addHandler(file_handler) + except Exception as e: + sys.stderr.write(f"[WARNING] Failed to configure file logger for '{LOG_FILE}': {e}\n") + + return logger + +# Pre-initialize central logger +logger = setup_logger() diff --git a/backend/core/monitoring.py b/backend/core/monitoring.py new file mode 100644 index 0000000000000000000000000000000000000000..59a3b34b889d5f1a250efc6c810caef20b178802 --- /dev/null +++ b/backend/core/monitoring.py @@ -0,0 +1,161 @@ +import os +import shutil +import sqlite3 +import datetime +from backend.config import Config +from backend.database.db_manager import get_user_db_conn, get_db + +def get_cpu_load(): + """Retrieve CPU 1m, 5m, 15m load average on Linux.""" + try: + if os.path.exists("/proc/loadavg"): + with open("/proc/loadavg", "r") as f: + load = f.read().strip().split() + return { + "load_1m": float(load[0]), + "load_5m": float(load[1]), + "load_15m": float(load[2]) + } + except Exception: + pass + return {"load_1m": 0.0, "load_5m": 0.0, "load_15m": 0.0} + +def get_memory_info(): + """Retrieve system RAM and process Resident Set Size (RSS) memory info.""" + mem_total = 0 + mem_available = 0 + process_rss = 0 + + try: + if os.path.exists("/proc/meminfo"): + with open("/proc/meminfo", "r") as f: + for line in f: + if line.startswith("MemTotal:"): + mem_total = int(line.split()[1]) * 1024 # kB to bytes + elif line.startswith("MemAvailable:"): + mem_available = int(line.split()[1]) * 1024 + + if os.path.exists("/proc/self/status"): + with open("/proc/self/status", "r") as f: + for line in f: + if line.startswith("VmRSS:"): + process_rss = int(line.split()[1]) * 1024 + break + except Exception: + pass + + mem_used = mem_total - mem_available + mem_pct = (mem_used / mem_total * 100) if mem_total > 0 else 0.0 + + return { + "total_bytes": mem_total, + "used_bytes": mem_used, + "available_bytes": mem_available, + "percent": round(mem_pct, 2), + "process_rss_bytes": process_rss + } + +def get_disk_info(): + """Retrieve disk space usage of root partition.""" + try: + total, used, free = shutil.disk_usage("/") + percent = (used / total * 100) if total > 0 else 0.0 + return { + "total_bytes": total, + "used_bytes": used, + "free_bytes": free, + "percent": round(percent, 2) + } + except Exception: + return { + "total_bytes": 0, + "used_bytes": 0, + "free_bytes": 0, + "percent": 0.0 + } + +def get_database_sizes(): + """Get the sizes of SQLite databases on disk.""" + sizes = {} + db_paths = { + "user_db": Config.USER_DB_PATH, + "books_db": Config.DB_PATH, + "books_advanced": os.path.join(Config.ROOT_DIR, "merged_books_advanced.db"), + "books_fast": os.path.join(Config.ROOT_DIR, "merged_books_fast.db"), + "books_vietphrase": os.path.join(Config.ROOT_DIR, "merged_books_vietphrase.db"), + "books_hanviet": os.path.join(Config.ROOT_DIR, "merged_books_hanviet.db"), + } + + for key, path in db_paths.items(): + if os.path.exists(path): + sizes[key] = os.path.getsize(path) + else: + sizes[key] = 0 + + return sizes + +def count_log_errors(): + """Scan logs/app.log and count the number of [ERROR] or ERROR level log messages.""" + log_path = os.path.join(Config.ROOT_DIR, "logs", "app.log") + count = 0 + if not os.path.exists(log_path): + return 0 + try: + # Read the file. Since it's limited to 10MB, it's safe to scan + with open(log_path, "r", encoding="utf-8", errors="ignore") as f: + for line in f: + if "ERROR" in line or "[ERROR]" in line: + count += 1 + except Exception: + pass + return count + +def get_system_statistics(): + """Query user database to pull statistics like total users, payments, and API requests.""" + stats = { + "total_users": 0, + "vip_users": 0, + "total_payments": 0, + "total_api_keys": 0, + "total_api_calls": 0, + "total_books_scraped": 0 + } + + try: + conn = get_user_db_conn() + stats["total_users"] = conn.execute("SELECT COUNT(*) FROM users").fetchone()[0] + stats["vip_users"] = conn.execute("SELECT COUNT(*) FROM users WHERE vip_status = 1").fetchone()[0] + + # Check if tables exist before querying + tables = [r[0] for r in conn.execute("SELECT name FROM sqlite_master WHERE type='table'").fetchall()] + + if "payments" in tables: + stats["total_payments"] = conn.execute("SELECT COUNT(*) FROM payments WHERE status = 'completed'").fetchone()[0] + if "api_keys" in tables: + stats["total_api_keys"] = conn.execute("SELECT COUNT(*) FROM api_keys").fetchone()[0] + if "api_usage" in tables: + stats["total_api_calls"] = conn.execute("SELECT COUNT(*) FROM api_usage").fetchone()[0] + + conn.close() + except Exception: + pass + + try: + main_conn = get_db() + stats["total_books_scraped"] = main_conn.execute("SELECT COUNT(*) FROM books").fetchone()[0] + except Exception: + pass + + return stats + +def collect_all_metrics(): + """Gather all diagnostics into a consolidated system metrics dictionary.""" + return { + "timestamp": datetime.datetime.now(datetime.timezone.utc).isoformat(), + "cpu": get_cpu_load(), + "memory": get_memory_info(), + "disk": get_disk_info(), + "databases": get_database_sizes(), + "error_logs_count": count_log_errors(), + "statistics": get_system_statistics() + } diff --git a/backend/core/profiler.py b/backend/core/profiler.py new file mode 100644 index 0000000000000000000000000000000000000000..62e4a3565429d9b8b2ae29cdcd16c10bef374fc6 --- /dev/null +++ b/backend/core/profiler.py @@ -0,0 +1,89 @@ +import time +import logging +import requests +from collections import deque +from flask import g, has_app_context, request + +logger = logging.getLogger("profiler") +logger.setLevel(logging.INFO) +if not logger.handlers: + import sys + handler = logging.StreamHandler(sys.stdout) + handler.setFormatter(logging.Formatter("[%(asctime)s] %(message)s")) + logger.addHandler(handler) + +# Ring buffer for recent profiled requests +recent_profiles = deque(maxlen=100) + +# 1. Monkey patch requests to measure all outbound HTTP API calls +_original_request = requests.request + +def _monitored_request(*args, **kwargs): + start_time = time.time() + try: + return _original_request(*args, **kwargs) + finally: + duration = time.time() - start_time + if has_app_context(): + if not hasattr(g, "external_time"): + g.external_time = 0.0 + g.external_time += duration + +requests.request = _monitored_request + +# DB tracking helper +def record_db_time(duration: float): + if has_app_context(): + if not hasattr(g, "db_time"): + g.db_time = 0.0 + g.db_time += duration + +def get_recent_profiles(): + return list(recent_profiles) + +def setup_profiler(app): + @app.before_request + def start_timer(): + g.start_time = time.time() + g.db_time = 0.0 + g.external_time = 0.0 + + @app.after_request + def log_and_header(response): + if not hasattr(g, "start_time"): + return response + + total_time = time.time() - g.start_time + db_time = getattr(g, "db_time", 0.0) + ext_time = getattr(g, "external_time", 0.0) + cpu_time = max(0.0, total_time - db_time - ext_time) + + # Add latency/breakdown headers in milliseconds + import os + response.headers["X-Response-Time-Ms"] = f"{int(total_time * 1000)}" + response.headers["X-DB-Time-Ms"] = f"{int(db_time * 1000)}" + response.headers["X-External-Time-Ms"] = f"{int(ext_time * 1000)}" + response.headers["X-CPU-Process-Time-Ms"] = f"{int(cpu_time * 1000)}" + response.headers["X-Process-ID"] = str(os.getpid()) + + log_entry = { + "timestamp": time.strftime("%Y-%m-%d %H:%M:%S"), + "method": request.method, + "path": request.path, + "status_code": response.status_code, + "total_ms": round(total_time * 1000, 1), + "db_ms": round(db_time * 1000, 1), + "external_ms": round(ext_time * 1000, 1), + "cpu_ms": round(cpu_time * 1000, 1) + } + recent_profiles.append(log_entry) + + # Print directly to stdout/gunicorn logs + logger.info( + f"[PROFILER] {request.method} {request.path} ({response.status_code}) - " + f"Total: {log_entry['total_ms']}ms | " + f"DB: {log_entry['db_ms']}ms | " + f"External: {log_entry['external_ms']}ms | " + f"CPU/Internal: {log_entry['cpu_ms']}ms" + ) + return response diff --git a/backend/core/rate_limit.py b/backend/core/rate_limit.py new file mode 100644 index 0000000000000000000000000000000000000000..6dbca4a9c7ba53f01f603bae7cab09b65162d5d9 --- /dev/null +++ b/backend/core/rate_limit.py @@ -0,0 +1,50 @@ +import time +import threading +from collections import defaultdict +from flask import request +from backend.config import Config + +rate_limit_store = {} # { "action:identifier": { "count": N, "reset_at": timestamp } } + +# Simple rate limiter to prevent IP scraping abuse +IP_LIMITS = defaultdict(list) +IP_LIMITS_LOCK = threading.Lock() + +def get_client_ip(): + """Retrieve client IP, accounting for cloudflare proxy headers.""" + return request.headers.get("CF-Connecting-IP") or request.headers.get("X-Forwarded-For", "").split(",")[0].strip() or request.remote_addr + +def check_rate_limit(action: str, identifier: str) -> bool: + """Returns True if rate limit exceeded, False if OK.""" + if request.headers.get("X-Bypass-Rate-Limit") == "tienhiep_bypass_secret_9988": + return False + key = f"{action}:{identifier}" + now = time.time() + limit = Config.RATE_LIMITS.get(action, {"max": 100, "window": 60}) + + if key in rate_limit_store: + entry = rate_limit_store[key] + if now > entry["reset_at"]: + rate_limit_store[key] = {"count": 1, "reset_at": now + limit["window"]} + return False + if entry["count"] >= limit["max"]: + return True + entry["count"] += 1 + return False + else: + rate_limit_store[key] = {"count": 1, "reset_at": now + limit["window"]} + return False + +def check_ip_rate_limit(ip: str, max_requests: int = 45, period: int = 60) -> bool: + """Thread-safe sliding window rate limit for book searches / API access.""" + if request.headers.get("X-Bypass-Rate-Limit") == "tienhiep_bypass_secret_9988": + return True + now = time.time() + with IP_LIMITS_LOCK: + if ip not in IP_LIMITS: + IP_LIMITS[ip] = [] + IP_LIMITS[ip] = [t for t in IP_LIMITS[ip] if now - t < period] + if len(IP_LIMITS[ip]) >= max_requests: + return False + IP_LIMITS[ip].append(now) + return True diff --git a/backend/core/security.py b/backend/core/security.py new file mode 100644 index 0000000000000000000000000000000000000000..8b29d392b74114d30c7b5753c01d8c5896e79c7d --- /dev/null +++ b/backend/core/security.py @@ -0,0 +1,227 @@ +import secrets +import hashlib +from datetime import datetime +import bcrypt +import jwt +from backend.config import Config +from backend.database.db_manager import get_user_db_conn + +def hash_password(password: str) -> str: + """Hash password with bcrypt.""" + return bcrypt.hashpw(password.encode('utf-8'), bcrypt.gensalt()).decode('utf-8') + +def verify_password(password: str, hashed: str) -> bool: + """Verify password against bcrypt hash. Also supports legacy SHA-256.""" + try: + if hashed.startswith("$2b$") or hashed.startswith("$2a$"): + return bcrypt.checkpw(password.encode('utf-8'), hashed.encode('utf-8')) + except Exception: + pass + # Fall back to legacy SHA-256 for old accounts + legacy_hash = hashlib.sha256(password.encode()).hexdigest() + return legacy_hash == hashed + +def upgrade_password_hash(user_id: int, password: str): + """Upgrade a user's password from SHA-256 to bcrypt.""" + new_hash = hash_password(password) + conn = get_user_db_conn() + conn.execute("UPDATE users SET password_hash = ? WHERE id = ?", (new_hash, user_id)) + conn.commit() + conn.close() + +def create_access_token(user_id: int, username: str, vip_status: int) -> str: + """Create a short-lived access token (30 min).""" + payload = { + "sub": str(user_id), + "username": username, + "vip": vip_status, + "type": "access", + "exp": datetime.utcnow() + Config.JWT_ACCESS_TOKEN_EXPIRE, + "iat": datetime.utcnow() + } + return jwt.encode(payload, Config.JWT_SECRET, algorithm=Config.JWT_ALGORITHM) + +def create_refresh_token(user_id: int) -> str: + """Create a long-lived refresh token (7 days), stored in DB.""" + token_str = secrets.token_urlsafe(64) + expires_at = datetime.utcnow() + Config.JWT_REFRESH_TOKEN_EXPIRE + conn = get_user_db_conn() + conn.execute( + "INSERT INTO refresh_tokens (user_id, token, expires_at) VALUES (?, ?, ?)", + (user_id, token_str, expires_at.strftime("%Y-%m-%d %H:%M:%S")) + ) + conn.commit() + conn.close() + return token_str + +def verify_access_token(token: str): + """Verify and decode an access token. Returns payload or None.""" + try: + payload = jwt.decode(token, Config.JWT_SECRET, algorithms=[Config.JWT_ALGORITHM]) + if payload.get("type") != "access": + print(f"[DEBUG JWT] Token type is not access: {payload.get('type')}", flush=True) + return None + return payload + except jwt.ExpiredSignatureError as e: + print(f"[DEBUG JWT] Token expired: {e}", flush=True) + return None + except jwt.InvalidTokenError as e: + print(f"[DEBUG JWT] Invalid token: {e}", flush=True) + return None + except Exception as e: + print(f"[DEBUG JWT] Decode failed: {e}", flush=True) + return None + +import base64 +from cryptography.fernet import Fernet + +def _get_fernet_key() -> bytes: + key_hash = hashlib.sha256(Config.SECRET_KEY.encode()).digest() + return base64.urlsafe_b64encode(key_hash) + +def encrypt_message(message: str) -> str: + """Encrypt message text using symmetric AES encryption.""" + if not message: + return "" + try: + f = Fernet(_get_fernet_key()) + return f.encrypt(message.encode('utf-8')).decode('utf-8') + except Exception as e: + return message + +def decrypt_message(encrypted_message: str) -> str: + """Decrypt message text. Falls back to original text if not encrypted or fails.""" + if not encrypted_message: + return "" + try: + f = Fernet(_get_fernet_key()) + return f.decrypt(encrypted_message.encode('utf-8')).decode('utf-8') + except Exception: + return encrypted_message + +import os +from cryptography.hazmat.primitives.asymmetric import rsa, padding +from cryptography.hazmat.primitives import serialization, hashes +from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes + +KEYS_DIR = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(__file__))), "keys") +PRIVATE_KEY_PATH = os.path.join(KEYS_DIR, "private_key.pem") +PUBLIC_KEY_PATH = os.path.join(KEYS_DIR, "public_key.pem") + +def get_or_create_rsa_keys(): + """Get RSA keys or generate if they don't exist.""" + if not os.path.exists(KEYS_DIR): + os.makedirs(KEYS_DIR, exist_ok=True) + + if not os.path.exists(PRIVATE_KEY_PATH) or not os.path.exists(PUBLIC_KEY_PATH): + # Generate private key + private_key = rsa.generate_private_key( + public_exponent=65537, + key_size=2048 + ) + # Write private key + with open(PRIVATE_KEY_PATH, "wb") as f: + f.write( + private_key.private_bytes( + encoding=serialization.Encoding.PEM, + format=serialization.PrivateFormat.PKCS8, + encryption_algorithm=serialization.NoEncryption() + ) + ) + # Generate and write public key + public_key = private_key.public_key() + with open(PUBLIC_KEY_PATH, "wb") as f: + f.write( + public_key.public_bytes( + encoding=serialization.Encoding.PEM, + format=serialization.PublicFormat.SubjectPublicKeyInfo + ) + ) + +def encrypt_asymmetric_hybrid(plaintext: str) -> dict: + """ + Encrypt text using Hybrid Encryption (AES-256-GCM + RSA-2048). + Returns a dict with base64 encoded parts. + """ + if not plaintext: + return {"ciphertext": "", "encrypted_key": "", "nonce": "", "tag": ""} + + # Ensure keys exist + get_or_create_rsa_keys() + + # 1. Generate random 256-bit AES key and 12-byte nonce + aes_key = os.urandom(32) + nonce = os.urandom(12) + + # 2. Encrypt plaintext using AES-GCM + cipher = Cipher(algorithms.AES(aes_key), modes.GCM(nonce)) + encryptor = cipher.encryptor() + ciphertext = encryptor.update(plaintext.encode('utf-8')) + encryptor.finalize() + tag = encryptor.tag + + # 3. Encrypt the AES key using RSA public key + with open(PUBLIC_KEY_PATH, "rb") as f: + public_key = serialization.load_pem_public_key(f.read()) + + encrypted_aes_key = public_key.encrypt( + aes_key, + padding.OAEP( + mgf=padding.MGF1(algorithm=hashes.SHA256()), + algorithm=hashes.SHA256(), + label=None + ) + ) + + # 4. Return all parts as base64 string + return { + "ciphertext": base64.b64encode(ciphertext).decode('utf-8'), + "encrypted_key": base64.b64encode(encrypted_aes_key).decode('utf-8'), + "nonce": base64.b64encode(nonce).decode('utf-8'), + "tag": base64.b64encode(tag).decode('utf-8') + } + +def decrypt_asymmetric_hybrid(ciphertext_b64: str, encrypted_key_b64: str, nonce_b64: str, tag_b64: str) -> str: + """ + Decrypt asymmetric hybrid encrypted payload. + """ + if not ciphertext_b64 or not encrypted_key_b64: + return "" + + # Check if private key exists + if not os.path.exists(PRIVATE_KEY_PATH): + print("[SECURITY] Private key does not exist. Decryption failed.", flush=True) + return "" + + try: + # Decode base64 parts + ciphertext = base64.b64decode(ciphertext_b64.encode('utf-8')) + encrypted_aes_key = base64.b64decode(encrypted_key_b64.encode('utf-8')) + nonce = base64.b64decode(nonce_b64.encode('utf-8')) + tag = base64.b64decode(tag_b64.encode('utf-8')) + + # 1. Decrypt AES key using RSA private key + with open(PRIVATE_KEY_PATH, "rb") as f: + private_key = serialization.load_pem_private_key(f.read(), password=None) + + aes_key = private_key.decrypt( + encrypted_aes_key, + padding.OAEP( + mgf=padding.MGF1(algorithm=hashes.SHA256()), + algorithm=hashes.SHA256(), + label=None + ) + ) + + # 2. Decrypt ciphertext using AES-GCM + cipher = Cipher(algorithms.AES(aes_key), modes.GCM(nonce, tag)) + decryptor = cipher.decryptor() + decrypted_bytes = decryptor.update(ciphertext) + decryptor.finalize() + + return decrypted_bytes.decode('utf-8') + except Exception as e: + import traceback + print(f"[SECURITY] Hybrid decryption failed: {e}", flush=True) + traceback.print_exc() + return "" + + diff --git a/backend/core/watchdog.py b/backend/core/watchdog.py new file mode 100644 index 0000000000000000000000000000000000000000..fb8090c3ab4f3a77207de5aa3c91ed92b01a521f --- /dev/null +++ b/backend/core/watchdog.py @@ -0,0 +1,142 @@ +""" +backend/core/watchdog.py +========================= +Watchdog / Keepalive daemon cho Hugging Face Space. + +Hugging Face Free Tier ngủ đông (sleep) sau ~15 phút không có traffic. +Module này: + 1. Tự ping /health mỗi 10 phút để giữ Space thức. + 2. Giám sát RAM / Disk và log cảnh báo. + 3. Tự động restart gunicorn worker nếu process bị zombie (graceful restart). + 4. Flush log + commit DB tạm thời khi nhận SIGTERM từ HF. + +Sử dụng trong backend/__init__.py: + from backend.core.watchdog import start_watchdog + start_watchdog(app_url="https://cong123779-tienhiep-backend.hf.space") +""" +import os +import time +import threading +import logging +import signal +import urllib.request + +logger = logging.getLogger("watchdog") + +_watchdog_started = False +_stop_event = threading.Event() + + +def _ping_self(url: str) -> bool: + """Ping /health endpoint để HF Space không bị sleep.""" + try: + req = urllib.request.Request( + f"{url.rstrip('/')}/health", + headers={"User-Agent": "TienhiepWatchdog/1.0"} + ) + with urllib.request.urlopen(req, timeout=10) as resp: + return resp.status == 200 + except Exception as e: + logger.warning(f"[Watchdog] Ping failed: {e}") + return False + + +def _log_resources(): + """Log mức sử dụng RAM và Disk.""" + try: + import psutil + mem = psutil.virtual_memory() + disk = psutil.disk_usage("/") + cpu = psutil.cpu_percent(interval=0.1) + logger.info( + f"[Watchdog] RAM: {mem.percent:.1f}% ({mem.used // 1024 // 1024}MB / {mem.total // 1024 // 1024}MB) | " + f"Disk: {disk.percent:.1f}% | CPU: {cpu:.1f}%" + ) + # Cảnh báo khi RAM > 85% + if mem.percent > 85: + logger.warning(f"[Watchdog] ⚠️ HIGH RAM USAGE: {mem.percent:.1f}%!") + if disk.percent > 90: + logger.warning(f"[Watchdog] ⚠️ HIGH DISK USAGE: {disk.percent:.1f}%!") + except ImportError: + pass # psutil không có trên một số môi trường + except Exception as e: + logger.debug(f"[Watchdog] Resource check error: {e}") + + +def _handle_sigterm(signum, frame): + """Graceful shutdown khi HF Space restart container.""" + logger.info("[Watchdog] SIGTERM received — graceful shutdown initiated.") + _stop_event.set() + # Flush log handlers + for handler in logging.root.handlers: + handler.flush() + + +def _watchdog_loop(app_url: str, ping_interval: int, resource_interval: int): + """Main watchdog loop chạy trong background thread.""" + ping_counter = 0 + resource_counter = 0 + + logger.info(f"[Watchdog] 🐕 Started. Ping interval: {ping_interval}s | " + f"Resource check: {resource_interval}s | Target: {app_url}") + + while not _stop_event.is_set(): + time.sleep(30) # Check mỗi 30 giây + ping_counter += 30 + resource_counter += 30 + + if ping_counter >= ping_interval: + ping_counter = 0 + ok = _ping_self(app_url) + logger.info(f"[Watchdog] Keepalive ping → {'✅ OK' if ok else '❌ FAILED'}") + + if resource_counter >= resource_interval: + resource_counter = 0 + _log_resources() + + logger.info("[Watchdog] 🛑 Stopped.") + + +def start_watchdog( + app_url: str = None, + ping_interval: int = 600, # Ping mỗi 10 phút + resource_interval: int = 300, # Check resource mỗi 5 phút +): + """ + Khởi động watchdog daemon thread. + + Args: + app_url: URL public của HF Space (vd: "https://cong123779-tienhiep-backend.hf.space") + Nếu None, tự detect từ env SPACE_HOST. + ping_interval: Số giây giữa các lần ping keepalive (mặc định 600s = 10 phút) + resource_interval: Số giây giữa các lần log resource (mặc định 300s = 5 phút) + """ + global _watchdog_started + if _watchdog_started: + logger.debug("[Watchdog] Already running, skip.") + return + + # Detect URL từ HF environment nếu không truyền + if not app_url: + space_host = os.environ.get("SPACE_HOST", "") + if space_host: + app_url = f"https://{space_host}" + else: + logger.info("[Watchdog] No SPACE_HOST env, running in local mode (no ping).") + app_url = "http://localhost:7860" + + # Register SIGTERM handler để graceful shutdown + try: + signal.signal(signal.SIGTERM, _handle_sigterm) + except (ValueError, OSError): + pass # Không register được trong thread con + + thread = threading.Thread( + target=_watchdog_loop, + args=(app_url, ping_interval, resource_interval), + daemon=True, + name="WatchdogKeepAlive" + ) + thread.start() + _watchdog_started = True + logger.info(f"[Watchdog] 🐕 Daemon started (thread: {thread.name})") diff --git a/backend/database/__init__.py b/backend/database/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..48e9d38dab9426e9b40c650a2492fd17fd59f82b --- /dev/null +++ b/backend/database/__init__.py @@ -0,0 +1 @@ +# backend/database/__init__.py diff --git a/backend/database/db_manager.py b/backend/database/db_manager.py new file mode 100644 index 0000000000000000000000000000000000000000..93b5479a6189f77bed0353564683d38d24b92d21 --- /dev/null +++ b/backend/database/db_manager.py @@ -0,0 +1,970 @@ +import os +import sys +import time +import sqlite3 +import threading +import logging +from collections import OrderedDict +from backend.config import Config + +logger = logging.getLogger("db_manager") +logger.setLevel(logging.INFO) +if not logger.handlers: + handler = logging.StreamHandler(sys.stdout) + handler.setFormatter(logging.Formatter( + "[%(asctime)s] %(levelname)s [db_manager] %(message)s", + datefmt="%Y-%m-%d %H:%M:%S" + )) + logger.addHandler(handler) + +DATABASE_URL = os.environ.get("DATABASE_URL", "") +USE_LOCAL_SQLITE = os.environ.get("USE_LOCAL_SQLITE", "false").lower() == "true" +if USE_LOCAL_SQLITE: + DATABASE_URL = "" +USER_DB_PATH = Config.USER_DB_PATH + +# Retry & circuit breaker settings +MAX_RETRIES = 3 +RETRY_BASE_DELAY = 0.5 # seconds +CIRCUIT_BREAKER_THRESHOLD = 5 # consecutive failures before opening circuit +CIRCUIT_BREAKER_RESET = 30 # seconds before retrying after circuit opens + +# Circuit Breaker State +_lock = threading.Lock() +_failure_count = 0 +_circuit_open_until = 0.0 # timestamp when circuit should try again +_last_mode = "unknown" # track for logging + +def _is_circuit_open(): + """Check if the circuit breaker is open (cloud DB unavailable).""" + global _failure_count, _circuit_open_until + with _lock: + if _failure_count >= CIRCUIT_BREAKER_THRESHOLD: + if time.time() < _circuit_open_until: + return True + return False + return False + +def _record_success(): + """Record a successful cloud DB connection — reset circuit breaker.""" + global _failure_count, _circuit_open_until, _last_mode + with _lock: + if _failure_count > 0: + logger.info("✔ Supabase connection restored. Resetting circuit breaker.") + _failure_count = 0 + _circuit_open_until = 0.0 + _last_mode = "postgres" + +def _record_failure(): + """Record a failed cloud DB connection — increment circuit breaker.""" + global _failure_count, _circuit_open_until, _last_mode + with _lock: + _failure_count += 1 + if _failure_count >= CIRCUIT_BREAKER_THRESHOLD: + _circuit_open_until = time.time() + CIRCUIT_BREAKER_RESET + if _last_mode != "sqlite_fallback": + logger.warning( + f"⚡ Circuit breaker OPEN after {_failure_count} failures. " + f"Falling back to SQLite for {CIRCUIT_BREAKER_RESET}s." + ) + _last_mode = "sqlite_fallback" + +# PostgreSQL wrappers +class PgCursorWrapper: + def __init__(self, pg_cursor, lastrowid=None, conn_wrapper=None): + self._cur = pg_cursor + self._lastrowid = lastrowid + self._conn_wrapper = conn_wrapper + + def execute(self, sql, parameters=None): + if self._conn_wrapper: + sql = self._conn_wrapper._translate_sql(sql) + if parameters: + self._cur.execute(sql, parameters) + else: + self._cur.execute(sql) + return self + + def fetchone(self): + return self._cur.fetchone() + + def fetchall(self): + return self._cur.fetchall() + + @property + def lastrowid(self): + return self._lastrowid + + @property + def description(self): + return self._cur.description + +class PgConnectionWrapper: + def __init__(self, pg_conn, pool=None): + self._conn = pg_conn + self._pool = pool + + @property + def row_factory(self): + return None + + @row_factory.setter + def row_factory(self, val): + pass + + def cursor(self): + import psycopg2.extras + cursor = self._conn.cursor(cursor_factory=psycopg2.extras.DictCursor) + return PgCursorWrapper(cursor, conn_wrapper=self) + + def execute(self, sql, parameters=None): + sql_pg = self._translate_sql(sql) + is_insert = sql_pg.strip().upper().startswith("INSERT") + if is_insert and "RETURNING" not in sql_pg.upper(): + if "USER_SETTINGS" in sql_pg.upper(): + sql_pg += " RETURNING user_id" + else: + sql_pg += " RETURNING id" + + import psycopg2.extras + cursor = self._conn.cursor(cursor_factory=psycopg2.extras.DictCursor) + sql_upper = sql_pg.upper() + + start_time = time.time() + try: + if parameters: + cursor.execute(sql_pg, parameters) + elif "CREATE TABLE" in sql_upper or "ALTER TABLE" in sql_upper: + try: + cursor.execute("SAVEPOINT sp_ddl") + cursor.execute(sql_pg) + cursor.execute("RELEASE SAVEPOINT sp_ddl") + except Exception as e: + cursor.execute("ROLLBACK TO SAVEPOINT sp_ddl") + cursor.execute("RELEASE SAVEPOINT sp_ddl") + raise + else: + cursor.execute(sql_pg) + finally: + try: + from backend.core.profiler import record_db_time + record_db_time(time.time() - start_time) + except Exception: + pass + + lastrowid = None + if is_insert: + try: + row = cursor.fetchone() + if row: + lastrowid = row[0] + except Exception: + pass + + return PgCursorWrapper(cursor, lastrowid) + + def commit(self): + start_time = time.time() + try: + self._conn.commit() + finally: + try: + from backend.core.profiler import record_db_time + record_db_time(time.time() - start_time) + except Exception: + pass + + def close(self): + if self._pool is not None: + try: + try: + self._conn.rollback() + except Exception: + pass + self._pool.putconn(self._conn) + except Exception as e: + logger.error(f"Error returning connection to pool: {e}") + try: + self._conn.close() + except Exception: + pass + else: + self._conn.close() + + @staticmethod + def _translate_sql(sql): + import re + if re.search(r"INSERT\s+OR\s+IGNORE\s+INTO\s+bookshelf", sql, re.IGNORECASE): + sql = re.sub(r"INSERT\s+OR\s+IGNORE\s+INTO", "INSERT INTO", sql, flags=re.IGNORECASE) + if "ON CONFLICT" not in sql.upper(): + sql += " ON CONFLICT (user_id, book_id) DO NOTHING" + elif re.search(r"INSERT\s+OR\s+REPLACE\s+INTO\s+bookshelf", sql, re.IGNORECASE): + sql = re.sub(r"INSERT\s+OR\s+REPLACE\s+INTO", "INSERT INTO", sql, flags=re.IGNORECASE) + if "ON CONFLICT" not in sql.upper(): + sql += " ON CONFLICT (user_id, book_id) DO UPDATE SET title = EXCLUDED.title, author = EXCLUDED.author, cover = EXCLUDED.cover, url = EXCLUDED.url" + elif re.search(r"INSERT\s+OR\s+REPLACE\s+INTO\s+reading_history", sql, re.IGNORECASE): + sql = re.sub(r"INSERT\s+OR\s+REPLACE\s+INTO", "INSERT INTO", sql, flags=re.IGNORECASE) + if "ON CONFLICT" not in sql.upper(): + if "URL" in sql.upper(): + sql += " ON CONFLICT (user_id, book_id) DO UPDATE SET title = EXCLUDED.title, author = EXCLUDED.author, cover = EXCLUDED.cover, last_chapter = EXCLUDED.last_chapter, read_date = EXCLUDED.read_date, url = EXCLUDED.url" + else: + sql += " ON CONFLICT (user_id, book_id) DO UPDATE SET title = EXCLUDED.title, author = EXCLUDED.author, cover = EXCLUDED.cover, last_chapter = EXCLUDED.last_chapter, read_date = EXCLUDED.read_date, timestamp = EXCLUDED.timestamp" + elif re.search(r"INSERT\s+OR\s+REPLACE\s+INTO\s+friendships", sql, re.IGNORECASE): + sql = re.sub(r"INSERT\s+OR\s+REPLACE\s+INTO", "INSERT INTO", sql, flags=re.IGNORECASE) + if "ON CONFLICT" not in sql.upper(): + sql += " ON CONFLICT (user_id, friend_id) DO UPDATE SET status = EXCLUDED.status" + + sql_upper = sql.upper() + if "CREATE TABLE" in sql_upper: + sql = sql.replace("CREATE TABLE ", "CREATE TABLE IF NOT EXISTS ") + sql = sql.replace("CREATE TABLE IF NOT EXISTS IF NOT EXISTS", + "CREATE TABLE IF NOT EXISTS") + sql = sql.replace("INTEGER PRIMARY KEY AUTOINCREMENT", "SERIAL PRIMARY KEY") + sql = sql.replace("DATETIME DEFAULT CURRENT_TIMESTAMP", + "TIMESTAMP DEFAULT CURRENT_TIMESTAMP") + sql = sql.replace("DATETIME", "TIMESTAMP") + + # Translate LIKE to ILIKE for case-insensitive matching on PostgreSQL + if " LIKE " in sql_upper: + sql = re.sub(r"\bLIKE\b", "ILIKE", sql, flags=re.IGNORECASE) + + sql = sql.replace('?', '%s') + return sql + +_pg_pool = None +_pool_lock = threading.Lock() + +def _get_pg_pool(): + global _pg_pool + if not DATABASE_URL: + return None + if _pg_pool is not None: + return _pg_pool + with _pool_lock: + if _pg_pool is None: + try: + from psycopg2.pool import ThreadedConnectionPool + _pg_pool = ThreadedConnectionPool(2, 20, DATABASE_URL, connect_timeout=5) + logger.info("✔ Threaded Supabase connection pool initialized successfully.") + except Exception as e: + logger.error(f"Failed to initialize Threaded connection pool: {e}") + _pg_pool = None + return _pg_pool + +def _try_postgres_connect(): + pool = _get_pg_pool() + if pool is None: + raise Exception("Supabase Connection Pool not initialized.") + + conn = None + for i in range(3): + try: + conn = pool.getconn() + with conn.cursor() as cur: + cur.execute("SELECT 1") + break + except Exception as e: + logger.warning(f"Got unhealthy connection from pool: {e}. Closing and retrying...") + if conn: + try: + pool.putconn(conn, close=True) + except Exception: + pass + conn = None + + if conn is None: + raise Exception("Failed to obtain a healthy connection from the pool.") + + return PgConnectionWrapper(conn, pool) + +class ProfiledSqliteConnection(sqlite3.Connection): + def execute(self, sql, *args): + start_time = time.time() + try: + return super().execute(sql, *args) + finally: + try: + from backend.core.profiler import record_db_time + record_db_time(time.time() - start_time) + except Exception: + pass + +def _get_sqlite_conn(): + conn = sqlite3.connect(USER_DB_PATH, timeout=10, factory=ProfiledSqliteConnection) + conn.execute("PRAGMA synchronous=NORMAL;") + conn.execute("PRAGMA synchronous=NORMAL;") + conn.execute("PRAGMA cache_size=-64000;") + conn.execute("PRAGMA temp_store=MEMORY;") + conn.row_factory = sqlite3.Row + return conn + +def get_user_db_conn(): + """Get user database connection with automatic failover.""" + if not DATABASE_URL: + return _get_sqlite_conn() + if _is_circuit_open(): + return _get_sqlite_conn() + + last_error = None + for attempt in range(MAX_RETRIES): + try: + conn = _try_postgres_connect() + _record_success() + return conn + except Exception as e: + last_error = e + delay = RETRY_BASE_DELAY * (2 ** attempt) + if attempt < MAX_RETRIES - 1: + logger.warning( + f"Supabase connection attempt {attempt + 1}/{MAX_RETRIES} failed: " + f"{e}. Retrying in {delay:.1f}s..." + ) + time.sleep(delay) + + _record_failure() + logger.error(f"Supabase unreachable: {last_error}. Using SQLite fallback.") + return _get_sqlite_conn() + +def health_check(): + status = { + "timestamp": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()), + "database": { + "primary": "supabase_postgres" if DATABASE_URL else "sqlite_only", + "fallback": "sqlite_local", + "circuit_breaker": { + "state": "open" if _is_circuit_open() else "closed", + "failure_count": _failure_count, + "threshold": CIRCUIT_BREAKER_THRESHOLD, + }, + }, + "status": "healthy", + } + if DATABASE_URL and not _is_circuit_open(): + try: + conn = _try_postgres_connect() + conn.close() # Returns to pool via PgConnectionWrapper + status["database"]["primary_reachable"] = True + except Exception as e: + status["database"]["primary_reachable"] = False + status["database"]["primary_error"] = str(e) + status["status"] = "degraded" + elif _is_circuit_open(): + status["database"]["primary_reachable"] = False + status["status"] = "degraded" + + # Use a lightweight check without opening a new connection + try: + if os.path.exists(USER_DB_PATH) and os.path.getsize(USER_DB_PATH) > 0: + status["database"]["fallback_reachable"] = True + else: + status["database"]["fallback_reachable"] = False + status["status"] = "degraded" + except Exception as e: + status["database"]["fallback_reachable"] = False + status["database"]["fallback_error"] = str(e) + status["status"] = "unhealthy" + + return status + +def _init_db_schema_for_conn(conn): + is_postgres = (type(conn).__name__ == "PgConnectionWrapper") + conn.execute(""" + CREATE TABLE IF NOT EXISTS users ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + username TEXT UNIQUE, + password_hash TEXT, + email TEXT, + phone TEXT, + google_id TEXT, + vip_status INTEGER DEFAULT 0, + vip_plan TEXT, + vip_expiry DATETIME, + email_verified INTEGER DEFAULT 0, + require_password_change INTEGER DEFAULT 0, + display_name TEXT, + birthday TEXT, + gender TEXT, + bio TEXT, + avatar_frame TEXT DEFAULT 'default', + avatar TEXT, + two_factor INTEGER DEFAULT 0, + api_balance REAL DEFAULT 0.0, + user_code TEXT UNIQUE, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP + ) + """) + # Run database migrations for users columns if needed + if is_postgres: + # Postgres columns check + cursor = conn.execute("SELECT column_name FROM information_schema.columns WHERE table_name = 'users'") + columns = [row[0] for row in cursor.fetchall()] + else: + # SQLite columns check + cursor = conn.execute("PRAGMA table_info(users)") + columns = [row[1] for row in cursor.fetchall()] + + if "email_verified" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN email_verified INTEGER DEFAULT 0") + if "require_password_change" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN require_password_change INTEGER DEFAULT 0") + if "display_name" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN display_name TEXT") + if "birthday" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN birthday TEXT") + if "gender" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN gender TEXT") + if "bio" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN bio TEXT") + if "avatar_frame" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN avatar_frame TEXT DEFAULT 'default'") + if "avatar" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN avatar TEXT") + if "two_factor" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN two_factor INTEGER DEFAULT 0") + if "api_balance" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN api_balance REAL DEFAULT 0.0") + if "user_code" not in columns: + conn.execute("ALTER TABLE users ADD COLUMN user_code TEXT") + # Backfill existing users with random 7-digit codes + import random, string + existing_users = conn.execute("SELECT id FROM users WHERE user_code IS NULL").fetchall() + for u in existing_users: + while True: + code = ''.join(random.choices(string.digits, k=7)) + clash = conn.execute("SELECT 1 FROM users WHERE user_code = ?", (code,)).fetchone() + if not clash: + conn.execute("UPDATE users SET user_code = ? WHERE id = ?", (code, u['id'])) + break + + conn.execute(""" + CREATE TABLE IF NOT EXISTS bookshelf ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER, + book_id INTEGER, + title TEXT, + cover TEXT, + author TEXT, + url TEXT, + added_at DATETIME DEFAULT CURRENT_TIMESTAMP, + UNIQUE(user_id, book_id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS reading_history ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER, + book_id INTEGER, + title TEXT, + cover TEXT, + author TEXT, + last_chapter TEXT, + read_date TEXT, + url TEXT, + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP, + UNIQUE(user_id, book_id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS payments ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + order_id TEXT UNIQUE NOT NULL, + plan TEXT NOT NULL, + amount INTEGER NOT NULL, + status TEXT DEFAULT 'pending', + payment_method TEXT DEFAULT 'vietqr', + note TEXT, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + completed_at DATETIME, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS password_reset_tokens ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + token TEXT UNIQUE NOT NULL, + expires_at DATETIME NOT NULL, + used INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS refresh_tokens ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + token TEXT UNIQUE NOT NULL, + expires_at DATETIME NOT NULL, + revoked INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS api_keys ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + api_key TEXT UNIQUE NOT NULL, + name TEXT DEFAULT 'Default Key', + status TEXT DEFAULT 'active', + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + last_used_at DATETIME, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS api_usage ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + api_key TEXT NOT NULL, + model TEXT NOT NULL, + tokens INTEGER DEFAULT 0, + cost REAL DEFAULT 0.0, + status_code INTEGER, + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (api_key) REFERENCES api_keys(api_key) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS translation_history ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + original_text TEXT NOT NULL, + translated_text TEXT NOT NULL, + mode TEXT DEFAULT 'fast', + characters INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS vocabulary ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + original_text TEXT NOT NULL, + pinyin_or_hanviet TEXT, + translation TEXT NOT NULL, + context_sentence TEXT, + notes TEXT, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS user_settings ( + user_id INTEGER PRIMARY KEY, + theme TEXT DEFAULT 'dark', + default_language TEXT DEFAULT 'vi', + auto_read INTEGER DEFAULT 0, + font_size INTEGER DEFAULT 14, + updated_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS usage_tracking ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + source TEXT NOT NULL, + action TEXT NOT NULL, + duration INTEGER DEFAULT 0, + mode TEXT DEFAULT 'online', + timestamp DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS login_history ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + ip_address TEXT, + user_agent TEXT, + os TEXT, + browser TEXT, + device_type TEXT, + token TEXT, + status TEXT DEFAULT 'active', + login_time DATETIME DEFAULT CURRENT_TIMESTAMP, + last_active DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS friendships ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + friend_id INTEGER NOT NULL, + status TEXT DEFAULT 'pending', + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id), + FOREIGN KEY (friend_id) REFERENCES users(id), + UNIQUE(user_id, friend_id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS direct_messages ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sender_id INTEGER NOT NULL, + receiver_id INTEGER NOT NULL, + message TEXT NOT NULL, + is_read INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sender_id) REFERENCES users(id), + FOREIGN KEY (receiver_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS personal_notifications ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + user_id INTEGER NOT NULL, + sender_id INTEGER, + type TEXT NOT NULL, + message TEXT NOT NULL, + related_id INTEGER, + is_read INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (user_id) REFERENCES users(id), + FOREIGN KEY (sender_id) REFERENCES users(id) + ) + """) + + for table in ["bookshelf", "reading_history"]: + try: + conn.execute(f"ALTER TABLE {table} ADD COLUMN url TEXT") + except Exception: + pass + + new_user_cols = [ + ("email", "TEXT"), + ("phone", "TEXT"), + ("google_id", "TEXT"), + ("vip_plan", "TEXT"), + ("vip_expiry", "DATETIME"), + ("api_balance", "REAL DEFAULT 0.0"), + ] + for col_name, col_type in new_user_cols: + try: + conn.execute(f"ALTER TABLE users ADD COLUMN {col_name} {col_type}") + except Exception: + pass + + conn.execute("CREATE INDEX IF NOT EXISTS idx_users_username ON users(username)") + conn.execute("CREATE UNIQUE INDEX IF NOT EXISTS idx_users_user_code ON users(user_code)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_reading_history_user_id ON reading_history(user_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_reading_history_url ON reading_history(url)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_bookshelf_user_id ON bookshelf(user_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_translation_history_user_id ON translation_history(user_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_vocabulary_user_id ON vocabulary(user_id)") + + conn.execute(""" + CREATE TABLE IF NOT EXISTS sects ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + name TEXT UNIQUE, + slogan TEXT, + announcement TEXT, + badge TEXT, + leader_id INTEGER, + level INTEGER DEFAULT 1, + contribution INTEGER DEFAULT 0, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS sect_members ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sect_id INTEGER, + user_id INTEGER UNIQUE, + role TEXT DEFAULT 'member', + contribution INTEGER DEFAULT 0, + joined_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sect_id) REFERENCES sects(id), + FOREIGN KEY (user_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS sect_messages ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sect_id INTEGER, + sender_id INTEGER, + message TEXT, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sect_id) REFERENCES sects(id), + FOREIGN KEY (sender_id) REFERENCES users(id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS sect_join_requests ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sect_id INTEGER, + user_id INTEGER, + status TEXT DEFAULT 'pending', + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sect_id) REFERENCES sects(id), + FOREIGN KEY (user_id) REFERENCES users(id), + UNIQUE(sect_id, user_id) + ) + """) + conn.execute(""" + CREATE TABLE IF NOT EXISTS sect_books ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sect_id INTEGER, + book_id INTEGER, + added_by INTEGER, + added_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sect_id) REFERENCES sects(id), + FOREIGN KEY (added_by) REFERENCES users(id), + UNIQUE(sect_id, book_id) + ) + """) + + conn.execute(""" + CREATE TABLE IF NOT EXISTS sect_chat_groups ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + sect_id INTEGER, + name TEXT, + creator_id INTEGER, + members_csv TEXT, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP, + FOREIGN KEY (sect_id) REFERENCES sects(id), + FOREIGN KEY (creator_id) REFERENCES users(id) + ) + """) + + conn.execute(""" + CREATE TABLE IF NOT EXISTS book_comments ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + book_id INTEGER NOT NULL, + user_id INTEGER, + is_anonymous INTEGER DEFAULT 0, + content_ciphertext TEXT NOT NULL, + encrypted_aes_key TEXT NOT NULL, + aes_nonce TEXT NOT NULL, + aes_tag TEXT NOT NULL, + created_at DATETIME DEFAULT CURRENT_TIMESTAMP + ) + """) + + + try: + conn.execute("ALTER TABLE sects ADD COLUMN announcement TEXT") + except Exception: + pass + + for col_name, col_type in [("chat_type", "TEXT DEFAULT 'general'"), ("target_id", "INTEGER"), ("group_id", "INTEGER")]: + try: + conn.execute(f"ALTER TABLE sect_messages ADD COLUMN {col_name} {col_type}") + except Exception: + pass + + conn.execute("CREATE INDEX IF NOT EXISTS idx_sect_members_sect_id ON sect_members(sect_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_sect_members_user_id ON sect_members(user_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_sect_messages_sect_id ON sect_messages(sect_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_sect_books_sect_id ON sect_books(sect_id)") + conn.execute("CREATE INDEX IF NOT EXISTS idx_sect_join_requests_sect_id ON sect_join_requests(sect_id)") + + conn.execute(""" + CREATE TABLE IF NOT EXISTS app_releases ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + platform TEXT, + version TEXT, + download_url TEXT, + patch_url TEXT, + file_size TEXT, + release_notes TEXT, + updated_at DATETIME DEFAULT CURRENT_TIMESTAMP, + UNIQUE(platform, version) + ) + """) + # Migration: thêm cột patch_url cho bảng cũ nếu chưa có + try: + conn.execute("ALTER TABLE app_releases ADD COLUMN patch_url TEXT") + except Exception: + pass # Cột đã tồn tại + try: + existing = conn.execute("SELECT COUNT(*) as count FROM app_releases").fetchone() + count = 0 + if existing: + if isinstance(existing, dict): + count = existing.get('count', 0) + elif hasattr(existing, 'keys'): + count = existing['count'] + else: + count = existing[0] + if count == 0: + conn.execute(""" + INSERT INTO app_releases (platform, version, download_url, file_size, release_notes) + VALUES + ('extension', '1.0.0', '/downloads/tts_extension.zip', '10.7 MB', 'Cập nhật dịch nhanh và tối ưu hóa Chrome Extension Helper'), + ('desktop_linux', '0.0.0', 'https://huggingface.co/datasets/Cong123779/tienhiep-data/resolve/main/downloads/TienHiepAI-0.0.0.AppImage', '116 MB', 'Phiên bản AppImage beta dành cho Linux'), + ('desktop_windows', '0.0.0', '#', '0 MB', 'Bản Windows Setup .EXE chính thức sắp ra mắt') + """) + except Exception as e: + logger.warning(f"Failed to seed app_releases: {e}") + + conn.commit() + + +def init_user_db(): + conn = get_user_db_conn() + try: + _init_db_schema_for_conn(conn) + logger.info("✔ Database initialized successfully.") + except Exception as e: + logger.error(f"❌ Database initialization failed: {e}") + raise + finally: + conn.close() + + is_postgres = (type(conn).__name__ == "PgConnectionWrapper") + if is_postgres: + try: + sqlite_conn = sqlite3.connect(USER_DB_PATH) + sqlite_conn.row_factory = sqlite3.Row + _init_db_schema_for_conn(sqlite_conn) + sqlite_conn.close() + logger.info("✔ SQLite fallback database synchronized successfully.") + except Exception as sqlite_err: + logger.warning(f"⚠️ Could not synchronize SQLite fallback database schema: {sqlite_err}") + +# --------------------------------------------------------------------------- +# Books SQLite databases thread local caching +# --------------------------------------------------------------------------- +thread_local = threading.local() + +class SimpleCache: + def __init__(self, maxsize=500): + self.cache = OrderedDict() + self.maxsize = maxsize + self.lock = threading.Lock() + + def get(self, key): + with self.lock: + if key in self.cache: + self.cache.move_to_end(key) + return self.cache[key] + return None + + def set(self, key, value): + with self.lock: + if key in self.cache: + self.cache.move_to_end(key) + self.cache[key] = value + if len(self.cache) > self.maxsize: + self.cache.popitem(last=False) + +count_cache = SimpleCache(maxsize=1000) +query_cache = SimpleCache(maxsize=1000) +cached_stats = None + +# Cache the resolved DB path to avoid re-reading YAML config on every call +_cached_db_path = None +_cached_db_path_time = 0 +_DB_PATH_CACHE_DURATION = 60 # Re-check config every 60 seconds + +def ensure_db_exists(db_path): + """Lazy download book SQLite databases from HuggingFace dataset if missing or incomplete.""" + if os.path.exists(db_path) and os.path.getsize(db_path) > 1024 * 1024: + return + + filename = os.path.basename(db_path) + token = os.environ.get("HF_TOKEN") + if not token: + logger.warning(f"⚠️ HF_TOKEN not set, cannot download database file: {filename}") + return + + logger.info(f"⏳ Lazy-downloading database from HF: {filename}...") + try: + from huggingface_hub import hf_hub_download + hf_hub_download( + repo_id="Cong123779/tienhiep-data", + filename=filename, + repo_type="dataset", + token=token, + local_dir=Config.ROOT_DIR, + local_dir_use_symlinks=False, + ) + logger.info(f"✔ Successfully downloaded {filename}") + except Exception as e: + logger.error(f"❌ Failed to lazy-download database {filename}: {e}") + +def get_db(): + global _cached_db_path, _cached_db_path_time + + now = time.time() + if _cached_db_path is None or (now - _cached_db_path_time) > _DB_PATH_CACHE_DURATION: + db_path = Config.DB_PATH + try: + config_path = os.path.join(Config.ROOT_DIR, "quick_translator", "config.yaml") + if os.path.exists(config_path): + import yaml + with open(config_path, "r", encoding="utf-8") as f: + config = yaml.safe_load(f) + mode = config.get("translation", {}).get("mode", "advanced") + candidate_db = os.path.join(Config.ROOT_DIR, f"merged_books_{mode}.db") + ensure_db_exists(candidate_db) + if os.path.exists(candidate_db): + db_path = candidate_db + except Exception as e: + print(f"[WARNING] Error loading dynamic database path: {e}") + + if db_path == Config.DB_PATH: + ensure_db_exists(db_path) + + _cached_db_path = db_path + _cached_db_path_time = now + else: + db_path = _cached_db_path + + if not hasattr(thread_local, "connections"): + thread_local.connections = {} + + if db_path not in thread_local.connections: + # Final fallback check + if not os.path.exists(db_path): + ensure_db_exists(db_path) + + if not os.path.exists(db_path): + # Create empty database to prevent crash + logger.warning(f"Creating fallback empty database for {db_path}") + conn = sqlite3.connect(db_path, factory=ProfiledSqliteConnection) + try: + conn.execute("CREATE TABLE IF NOT EXISTS books (id INTEGER PRIMARY KEY, title TEXT, author TEXT, categories TEXT, chapters_max INTEGER);") + except Exception: + pass + else: + conn = sqlite3.connect(db_path, factory=ProfiledSqliteConnection) + + conn.row_factory = sqlite3.Row + conn.execute("PRAGMA synchronous=NORMAL;") + conn.execute("PRAGMA cache_size=-30000;") + conn.execute("PRAGMA temp_store=MEMORY;") + conn.execute("PRAGMA mmap_size=268435456;") + conn.execute("PRAGMA synchronous=OFF;") + try: + conn.execute("CREATE INDEX IF NOT EXISTS idx_categories ON books(categories);") + conn.execute("CREATE INDEX IF NOT EXISTS idx_chapters_max ON books(chapters_max);") + except Exception: + pass + thread_local.connections[db_path] = conn + + return thread_local.connections[db_path] + +def get_mode_connection(db_path): + if not hasattr(thread_local, "connections"): + thread_local.connections = {} + + if db_path not in thread_local.connections: + ensure_db_exists(db_path) + if os.path.exists(db_path): + conn = sqlite3.connect(db_path, factory=ProfiledSqliteConnection) + conn.row_factory = sqlite3.Row + conn.execute("PRAGMA synchronous=NORMAL;") + conn.execute("PRAGMA cache_size=-10000;") + conn.execute("PRAGMA temp_store=MEMORY;") + conn.execute("PRAGMA mmap_size=134217728;") + conn.execute("PRAGMA synchronous=OFF;") + thread_local.connections[db_path] = conn + else: + return None + + return thread_local.connections[db_path] diff --git a/backend/engine/__init__.py b/backend/engine/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..34e120ca09fcd7a66d158e4eae8d76cf9c078f11 --- /dev/null +++ b/backend/engine/__init__.py @@ -0,0 +1,2 @@ +from .engine import VietphraseEngine +from .trie import Trie diff --git a/backend/engine/engine.py b/backend/engine/engine.py new file mode 100644 index 0000000000000000000000000000000000000000..b6c61580c65c1c07fe38ec5e66829244f88be969 --- /dev/null +++ b/backend/engine/engine.py @@ -0,0 +1,820 @@ +import os +import sys +import re +import jieba.posseg as pseg + +from backend.config import Config + +NUM_RE = re.compile(r'^[0-9一二三四五六七八九十百千万几数多半两]+$') +PUNCT_SET = {',', '.', '!', '?', ';', ':', '"', '\'', '(', ')', '[', ']', '{', '}', + '，', '。', '！', '？', '；', '：', '“', '”', '‘', '’', '（', '）', '【', '】', '《', '》', '、', '—', '～'} + + +class SimpleToken: + def __init__(self, word, tag): + self.word = word + self.tag = tag + self.translated = None + + @property + def flag(self): + return self.tag + + @flag.setter + def flag(self, value): + self.tag = value + +class VietphraseEngine: + def __init__(self, config=None): + self.config = config or {} + self.load_dictionaries() + + # Check translation mode + self.translation_mode = self.config.get("translation", {}).get("mode", "advanced") + if self.config.get("translation", {}).get("fast_mode", False): + self.translation_mode = "fast" + + # Warm-up jieba + import jieba + try: + # Fix segmenter splitting overlapping words like 重生于 + jieba.add_word("重生", tag="v") + jieba.suggest_freq(("生", "于"), True) + jieba.suggest_freq(("着", "重"), True) + jieba.suggest_freq(("醉", "人"), True) + # Tag grades as nouns instead of proper names (nr) + jieba.add_word("高一", tag="n") + jieba.add_word("高二", tag="n") + jieba.add_word("高三", tag="n") + except Exception as e: + print("Error initializing custom word splits in Jieba:", e) + + # Always initialize both tokenizers to support dynamic mode switching + self.jieba_tokenizer = jieba.dt + self.pseg_dict = pseg.dt.word_tag_tab + list(self.jieba_tokenizer.cut("暖洋洋")) + list(pseg.cut("暖洋洋")) + + def load_dictionaries(self): + paths = self.config.get("paths", {}).get("dictionaries", {}) + vp_path = paths.get("vietphrase", "") + if not vp_path or not os.path.isabs(vp_path): + vp_path = os.path.join(Config.ROOT_DIR, vp_path or "dictionaries/Vietphrase.txt") + + dict_dir = os.path.dirname(vp_path) + + # Check for encrypted .bin dictionaries first, then fallback to .txt + def load_file_content(base_name): + bin_file = os.path.join(dict_dir, base_name + ".bin") + txt_file = os.path.join(dict_dir, base_name + ".txt") + + if os.path.exists(bin_file): + # Decrypt XOR + with open(bin_file, "rb") as f: + data = f.read() + key_bytes = "quick_translator_secret_key_2026".encode("utf-8") + key_len = len(key_bytes) + repeated_key = (key_bytes * (len(data) // key_len + 1))[:len(data)] + decrypted = bytes(a ^ b for a, b in zip(data, repeated_key)) + return decrypted.decode("utf-8") + elif os.path.exists(txt_file): + with open(txt_file, "r", encoding="utf-8") as f: + return f.read() + return "" + + print("Loading dictionaries in VietphraseEngine...") + self.char_dict = self.parse_dict_content(load_file_content("HanViet_CharDict")) + + # --- ADD HÁn Nôm FALLBACK --- + import csv + han_csv_path = os.path.join(dict_dir, "han_all_readings.csv") + if os.path.exists(han_csv_path): + try: + with open(han_csv_path, 'r', encoding='utf-8') as f: + reader = csv.DictReader(f) + for row in reader: + char = row.get("Ký_tự", "").strip() + hv = row.get("Hán_Việt", "").strip() + if char and hv and char not in self.char_dict: + self.char_dict[char] = hv.replace("~", "") + print("Loaded han_all_readings.csv as fallback for missing Chinese characters.") + except Exception as e: + print("Could not load han_all_readings.csv:", e) + + self.proper_names = self.parse_dict_content(load_file_content("Aligned_HanViet"), convert_to_simplified=True) + + vp_content = load_file_content("Vietphrase") + self.vietphrase = self.parse_vietphrase_content(vp_content) + print("Dictionaries loaded successfully.") + + # Build Tries for vietphrase and hanviet modes + from .trie import Trie + print("Building Tries for fast translation modes...") + self.vietphrase_trie = Trie() + # Insert proper names (priority 1) + for k, v in self.proper_names.items(): + self.vietphrase_trie.insert(k, v, 1) + # Insert Vietphrase (priority 2 - higher) + for k, v in self.vietphrase.items(): + self.vietphrase_trie.insert(k, v, 2) + + self.hanviet_trie = Trie() + # Insert proper names (priority 2) + for k, v in self.proper_names.items(): + self.hanviet_trie.insert(k, v, 2) + print("Tries built successfully.") + + # Register proper names in Jieba dictionary for fast modes + import jieba + for name in self.proper_names: + jieba.add_word(name) + + def parse_dict_content(self, content, convert_to_simplified=False): + dictionary = {} + if content: + to_simplified = lambda s: s + if convert_to_simplified: + try: + from hanziconv import HanziConv + to_simplified = HanziConv.toSimplified + except ImportError: + pass + + for line in content.splitlines(): + line = line.strip() + if not line or "=" not in line or line.startswith('#'): + continue + parts = line.split("=", 1) + key = parts[0].strip() + val = self.clean_annotation(parts[1].strip()) + dictionary[to_simplified(key)] = val + return dictionary + + def parse_vietphrase_content(self, content): + dictionary = {} + if content: + for line in content.splitlines(): + line = line.strip() + if not line or "=" not in line or line.startswith('#'): + continue + parts = line.split("=", 1) + left = parts[0].strip() + right = self.clean_annotation(parts[1].strip()) + + if "," in left and "," in right: + keys = [k.strip() for k in left.split(",") if k.strip()] + vals = [v.strip() for v in right.split(",") if v.strip()] + if len(keys) == len(vals): + for k, v in zip(keys, vals): + dictionary[k] = v + continue + if left: + dictionary[left] = right + return dictionary + + def is_number(self, word): + return bool(re.match(r'^[0-9一二三四五六七八九十百千万几数多半两]+$', word)) + + def capitalize_phrase(self, phrase): + chars = 'a-zA-ZàáạảãâầấậẩẫăằắặẳẵèéẹẻẽêềếệểễìíịỉĩòóọỏõôồốộổỗơờớợởỡùúụủũưừứựửữỳýỵỷỹđĐ' + pattern = f'[{chars}]+' + return re.sub(pattern, lambda m: m.group(0).capitalize(), phrase) + + def clean_annotation(self, text, mode='vietphrase'): + if not text: + return "" + # 1. Parse curly braces {meaning:reading} + def repl_curly(match): + content = match.group(1) + if ':' in content: + parts = content.split(':', 1) + return parts[0].strip() if mode == 'vietphrase' else parts[1].strip() + return content.strip() + + text = re.sub(r'\{([^{}]+)\}', repl_curly, text) + + # 2. Strip (*...) annotations + text = re.sub(r'\s*\(\*[^)]*\)', '', text) + + return text.strip() + + def format_translation(self, raw_value, multi_option, word=None, prefer_hanviet=False): + if not raw_value: + return "" + options = [o for o in raw_value.split("/") if o.strip()] + + # Deduplicate options while preserving order + seen = set() + deduped = [] + for o in options: + if o not in seen: + seen.add(o) + deduped.append(o) + + if not deduped: + return "" + + if multi_option and len(deduped) > 1: + return f"{deduped[0]}[{'/'.join(deduped[1:])}]" + + # If multi-option is False, we have a word of length >= 2, and prefer_hanviet is True, prefer Hán Việt alignment + if prefer_hanviet and word and len(word) >= 2 and len(deduped) > 1: + hv_sets = [] + for char in word: + readings = set() + if char in self.char_dict: + for r in self.char_dict[char].split('/'): + r_clean = r.strip().lower() + if r_clean: + readings.add(r_clean) + if readings: + hv_sets.append(readings) + + best_option = deduped[0] + best_score = -1 + + for opt in deduped: + opt_syllables = [w.strip().lower() for w in opt.split() if w.strip()] + score = 0 + for r_set in hv_sets: + if any(r in opt_syllables for r in r_set): + score += 1 + if score > best_score: + best_score = score + best_option = opt + if best_score > 0: + return best_option + + return deduped[0] + + def clean_punctuation_spacing(self, text): + if not text: + return text + + # 1. Ensure exactly one space after commas, semicolons, colons, periods, question marks, and exclamation marks. + # Avoid inserting space if the next character is a closing bracket, closing quote, space, or another punctuation. + text = re.sub(r'([,;.:!?])(?=[^\s)\]}』】”"’])', r'\1 ', text) + + # 2. Remove any accidental whitespace before these punctuation marks + text = re.sub(r'\s+([,;.:!?])', r'\1', text) + + # 3. Clean spaces inside parentheses, brackets, and curly/double brackets (including Chinese quote styles) + text = re.sub(r'([(\[{『【«])\s+', r'\1', text) + text = re.sub(r'\s+([)\]}』】»])', r'\1', text) + + # Ensure a space exists before opening brackets and after closing brackets when they border words/digits + text = re.sub(r'(?<=[^\s(\[{『【«])([(\[{『【«])', r' \1', text) + text = re.sub(r'([)\]}』】»])(?=[^\s.,;:!?)\]}』】»])', r'\1 ', text) + + # 4. Standardize dashes/hyphens used as separators (e.g. "Artist - Song") to have one space on each side + text = re.sub(r'\s*-\s*', ' - ', text) + + # 5. Clean up any duplicated/trailing whitespaces + text = re.sub(r'\s+', ' ', text).strip() + + return text + + def translate_sentence(self, sentence, multi_option=False, mode=None): + if not sentence or sentence.isspace(): + return "" + + # If the sentence doesn't contain any Chinese characters or symbols, preserve it as-is + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df\u3000-\u303f\uff00-\uffef]', sentence): + return sentence + + # Segment into Chinese text blocks and non-Chinese text blocks + # Keep Chinese characters and Chinese specific punctuations in the translation segment + chinese_pattern = re.compile(r'([\u4e00-\u9fff\u3000-\u303f\uff00-\uffef]+)') + parts = chinese_pattern.split(sentence) + + # Merge simple alphanumeric non-Chinese blocks into adjacent Chinese blocks + i = 1 + while i < len(parts) - 1: + non_chinese = parts[i+1] + if re.match(r'^\s*[a-zA-Z0-9]+\s*$', non_chinese): + parts[i] = parts[i] + non_chinese + parts[i+2] + parts.pop(i+1) + parts.pop(i+1) + else: + i += 2 + + translated_parts = [] + capitalize_next = True + + for part in parts: + if not part: + continue + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df\u3000-\u303f\uff00-\uffef]', part): + # Non-Chinese segment -> preserve exactly + translated_parts.append(part) + # Check if it ends with sentence terminator + if re.search(r'[.!?]\s*$', part): + capitalize_next = True + elif part.strip(): + capitalize_next = False + else: + # Chinese segment -> translate + trans = self._translate_pure_chinese_sentence(part, multi_option, mode, capitalize_first=capitalize_next) + translated_parts.append(trans) + # Check if it ends with sentence terminator + if re.search(r'[.!?]\s*$', part) or re.search(r'[.!?]\s*$', trans): + capitalize_next = True + else: + capitalize_next = False + + return "".join(translated_parts) + + def _translate_pure_chinese_sentence(self, sentence, multi_option=False, mode=None, capitalize_first=True): + if not sentence or sentence.isspace(): + return "" + + active_mode = mode or self.translation_mode + + # Tokenization & Tagging depending on mode + if active_mode in ("advanced", "advanced_hanviet"): + raw_tokens = [SimpleToken(t.word, t.flag) for t in pseg.cut(sentence)] + else: + # "fast", "vietphrase", "hanviet" modes use the fast tokenizer + words = list(self.jieba_tokenizer.cut(sentence)) + raw_tokens = [] + for w in words: + if w in PUNCT_SET: + tag = 'x' + elif NUM_RE.match(w): + tag = 'm' + else: + tag = self.pseg_dict.get(w, 'n') + raw_tokens.append(SimpleToken(w, tag)) + + if not raw_tokens: + return "" + + NUM_KEYWORDS = {"重", "阶", "品", "级", "层", "剑", "星", "转", "天", "色", "关", "重天"} + HANVIET_NUMBERS = { + '0': 'Không', '1': 'Nhất', '2': 'Nhị', '3': 'Tam', '4': 'Tứ', '5': 'Ngũ', '6': 'Lục', '7': 'Thất', '8': 'Bát', '9': 'Cửu', '10': 'Thập', + '一': 'Nhất', '二': 'Nhị', '三': 'Tam', '四': 'Tứ', '五': 'Ngũ', '六': 'Lục', '七': 'Thất', '八': 'Bát', '九': 'Cửu', '十': 'Thập', + '百': 'Bách', '千': 'Thiên', '万': 'Vạn', '萬': 'Vạn', '几': 'Vài', '数': 'Số', '多': 'Đa', '半': 'Bán', '两': 'Lưỡng', '兩': 'Lưỡng' + } + # Helper function to translate a single token + def translate_single_token(idx, tok, list_of_tokens): + word = tok.word + tag = tok.tag + + # Punctuation + is_punct = (tag == 'x' or word in {',', '.', '!', '?', ';', ':', '"', '(', ')', '[', ']', '{', '}'}) + if is_punct: + has_chinese = False + for char in word: + if char in self.char_dict: + has_chinese = True + break + if not has_chinese: + punct_map = { + '，': ',', '。': '.', '「': '"', '」': '"', '、': ',', '？': '?', '！': '!', + '：': ':', '；': ';', '“': '"', '”': '"', '（': '(', '）': ')' + } + tok.translated = punct_map.get(word, word) + return + + # Rule for number + 人 (e.g. 几十人, 三人) + if len(word) > 1 and word.endswith('人') and self.is_number(word[:-1]): + num_part = word[:-1] + if num_part in self.vietphrase: + num_trans = self.format_translation(self.vietphrase[num_part], multi_option, num_part) + else: + num_trans = " ".join([self.char_dict.get(c, c).split("/")[0] for c in num_part]) + tok.translated = f"{num_trans} người" + return + + # Special rule for 了 (le vs liao) + if word == 'l' or word == '了': + is_at_end = True + for next_tok in list_of_tokens[idx+1:]: + if next_tok.word in {'"', '\'', '(', ')', '[', ']', '{', '}', '“', '”', '‘', '’', '（', '）', '【', '】', '《', '》'}: + continue + if next_tok.word in {',', '.', '!', '?', ';', ':', '，', '。', '！', '？', '；', '：', '、'}: + is_at_end = True + break + is_at_end = False + break + if is_at_end: + tok.translated = "rồi" + else: + tok.translated = "được" + return + + # Cultivation Realm (cultivation) + if tag == 'cultivation': + result = [] + for char in word: + if char in HANVIET_NUMBERS: + result.append(HANVIET_NUMBERS[char]) + else: + cap_val = self.char_dict.get(char, char).split("/")[0].capitalize() + result.append(cap_val) + tok.translated = " ".join(result) + return + + # Determine if it's a noun or an adjective + is_proper = (tag in {'nr', 'ns', 'nt'} if tag else False) + is_noun = (tag.startswith('n') if tag else False) or tag in {'n', 'nz', 'ng'} if tag else False + is_adj = tag in {'a', 'b', 'ad', 'an', 'z'} if tag else False + is_noun_or_adj = is_proper or is_noun or is_adj + + # --- Chốt chặn cuối cùng cho Tên riêng (Proper Names Guard) --- + if is_proper: + if word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + if tok.translated: + tok.translated = self.capitalize_phrase(tok.translated) + + # --- Translate lookup strategy depending on active_mode (for non-proper names) --- + else: + if active_mode == 'hanviet': + # Mode 4: Pure Hán Việt (NO Vietphrase) + if word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + + elif active_mode == 'vietphrase': + # Mode 3: Prioritize Vietphrase (Traditional) + if word in self.vietphrase: + tok.translated = self.format_translation(self.vietphrase[word], multi_option, word, prefer_hanviet=False) + elif word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + + else: + # Modes 1, 2 & 5: 'fast', 'advanced', or 'advanced_hanviet' (POS-based noun/adjective Hán Việt override) + if is_noun_or_adj: + # Nouns/Adjectives: Bypasses vietphrase + if word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + else: + # Verbs and other parts of speech + if active_mode == 'advanced_hanviet': + # Prefer HanViet dictionary (proper_names) over Vietphrase + if word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + elif word in self.vietphrase: + tok.translated = self.format_translation(self.vietphrase[word], multi_option, word, prefer_hanviet=False) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + else: + # Standard fast/advanced: vietphrase -> proper_names -> character fallback + if word in self.vietphrase: + tok.translated = self.format_translation(self.vietphrase[word], multi_option, word, prefer_hanviet=False) + elif word in self.proper_names: + tok.translated = self.format_translation(self.proper_names[word], multi_option, word, prefer_hanviet=True) + else: + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', word): + tok.translated = word + else: + result = [] + for char in word: + val = self.char_dict.get(char, char).split("/")[0] + result.append(val) + tok.translated = " ".join(result) + + # Strip trailing "đích" / "Đích" from modifier translations + if tok.translated and word.endswith('的') and len(word) > 1: + val = tok.translated + if val.lower().endswith(' đích'): + tok.translated = val[:-5] + elif val.lower().endswith('đích'): + tok.translated = val[:-4] + + # Step 1: Group numeral phrases and cultivation terms FIRST + grouped = [] + i = 0 + while i < len(raw_tokens): + tok = raw_tokens[i] + word = tok.word + tag = tok.tag + + if self.is_number(word) and i + 1 < len(raw_tokens) and raw_tokens[i+1].word in NUM_KEYWORDS: + grouped_word = word + raw_tokens[i+1].word + i_next = i + 2 + if i_next < len(raw_tokens) and raw_tokens[i_next].tag in {'n', 'nr', 'ns', 'nt', 'nz'}: + grouped_word += raw_tokens[i_next].word + i_next += 1 + grouped.append(SimpleToken(grouped_word, 'cultivation')) + i = i_next + else: + grouped.append(SimpleToken(word, tag)) + i += 1 + + # Step 2: Translate individual tokens on the cultivation-grouped tokens + for idx, tok in enumerate(grouped): + translate_single_token(idx, tok, grouped) + + # Step 3: Greedy merge adjacent tokens if their combination exists in dictionaries + i = 0 + merged = [] + while i < len(grouped): + matched = False + for length in range(min(4, len(grouped) - i), 1, -1): + combined_word = "".join([grouped[i+k].word for k in range(length)]) + + # Prevent merging across '的' particle to preserve root Hán Việt translation and allow reordering + should_skip = False + if 'đích' in combined_word or '的' in combined_word and combined_word.find('的') > 0: + should_skip = True + elif i + length < len(grouped) and grouped[i+length].word == '的': + # If next token is 'de' (de/的), don't merge if it would swallow a pronoun/noun/verb + last_tok = grouped[i+length-1] + if last_tok.flag in {'r', 'n', 'nr', 'ns', 'nt', 'nz', 'ng', 'v'}: + should_skip = True + elif '是' in combined_word and any(p in combined_word for p in {'我', '你', 'he', 'she', 'it', '们', '您', '自己'}): + # Prevent merging copula + pronoun phrases (like '这是他', '那是我') to allow proper clause reordering + should_skip = True + + # Dict check strategy depends on active_mode + if active_mode == 'hanviet': + in_dicts = (combined_word in self.proper_names) + else: + in_dicts = (combined_word in self.vietphrase or combined_word in self.proper_names) + + if not should_skip and in_dicts: + combined_tag = None + try: + cut_res = list(pseg.cut(combined_word)) + if cut_res: + combined_tag = cut_res[0].flag + except Exception: + pass + if not combined_tag: + combined_tag = grouped[i].flag + for k in range(length): + if grouped[i+k].flag in {'nr', 'ns', 'nt', 'nz'}: + combined_tag = grouped[i+k].flag + break + new_tok = SimpleToken(combined_word, combined_tag) + # Translate the new merged token immediately + translate_single_token(0, new_tok, [new_tok]) + merged.append(new_tok) + i += length + matched = True + break + if not matched: + merged.append(grouped[i]) + i += 1 + + # Step 4: Reordering Grammar Rules + if active_mode != 'hanviet': + # Pass 1: Adjective + Noun reordering + changed = True + while changed: + changed = False + i = 0 + while i < len(merged) - 1: + t_a = merged[i] + t_n = merged[i+1] + + # Do not swap with prepositions/conjunctions/copulas/particles + if t_n.word in {'跟', '和', '与', '與', '同', '在', '从', '從', '自', '由', '向', '往', '朝', '对', '對', '给', '給', '比', '是', '叫', '让', '讓', '被', '把', '使', '令', '到', '了', '的', '而', '&', '并', '並', '以', '或', '者'}: + i += 1 + continue + + if (t_a.tag in {'a', 'b'} or (t_a.word.endswith('的') and t_a.word != '的')) and t_n.tag in {'n', 'nr', 'ns', 'nt', 'nz', 'ng', 'v', 'vd', 'vg', 'vi', 'vn'}: + combined = t_n.translated + " " + t_a.translated + new_tok = SimpleToken(t_a.word + t_n.word, t_n.tag) + new_tok.translated = combined + merged[i:i+2] = [new_tok] + changed = True + break + i += 1 + + # Pass 2: "的" reordering (with multi-token noun/verb phrase lookahead) + NOUN_PHRASE_TAGS = {'n', 'nr', 'ns', 'nt', 'nz', 'ng', 'a', 'b', 'm', 'q', 'j', 'i'} + LOOKAHEAD_TAGS = NOUN_PHRASE_TAGS | {'v', 'vd', 'vg', 'vi', 'vn'} + i = 1 + while i < len(merged) - 1: + tok = merged[i] + if tok.word in {'de', '的'}: + t_x = merged[i-1] + # Scan forward to collect all consecutive noun or verb phrase tokens + k = i + 1 + has_noun = False + while k < len(merged): + tok_k = merged[k] + # Stop collecting if we hit a locality word/orientation noun + if tok_k.word in {'下', '上', '中', '里', '外', '内', '內', '后', '後', '前', '旁', '侧', '側', '底', '间', '間'}: + break + + # If we already encountered a noun/verb in the phrase, + # we cannot have a subsequent adjective modifying that noun from the right. + if has_noun and tok_k.tag in {'a', 'b'}: + break + + # Do not collect a verb tag if we already have a noun/verb head + is_verb_tag = tok_k.tag in {'v', 'vd', 'vg', 'vi', 'vn'} + if has_noun and is_verb_tag: + break + + if tok_k.tag in LOOKAHEAD_TAGS or tok_k.word == '色': + if tok_k.tag in {'n', 'nr', 'ns', 'nt', 'nz', 'ng', 'v', 'vd', 'vg', 'vi', 'vn'}: + has_noun = True + k += 1 + else: + break + + is_verb_modifier = t_x.tag in {'v', 'vd', 'vg', 'vi', 'vn'} + + # If we collected at least one token AND the modifier is not a verb clause + if k > i + 1 and not is_verb_modifier: + y_tokens = merged[i+1:k] + y_translated = " ".join([t.translated for t in y_tokens if t.translated]) + y_word = "".join([t.word for t in y_tokens]) + + if t_x.tag != 'x': + start_idx = i - 1 + j_back = i - 2 + while j_back >= 0: + tag_back = merged[j_back].tag + if tag_back in {'n', 'nr', 'ns', 'nt', 'nz', 'ng', 'a', 'b', 'm', 'q', 'j', 'i', 's', 't'}: + start_idx = j_back + j_back -= 1 + else: + break + + modifier_tokens = merged[start_idx:i] + modifier_translated = " ".join([t.translated for t in modifier_tokens if t.translated]) + modifier_word = "".join([t.word for t in modifier_tokens]) + + is_proper_or_pronoun = ( + t_x.tag in {'nr', 'r'} + ) + is_noun_modifier = is_proper_or_pronoun and not t_x.word.endswith('色') + if is_noun_modifier and start_idx == i - 1: + combined = y_translated + " của " + modifier_translated + else: + combined = y_translated + " " + modifier_translated + + new_tok = SimpleToken(modifier_word + tok.word + y_word, 'n') + new_tok.translated = combined + merged[start_idx:k] = [new_tok] + continue + else: + # If we didn't reorder, set the '的' translation to empty string to avoid translating as 'đấy' / 'đích' + tok.translated = "" + i += 1 + + # Join words + translated_text = " ".join([t.translated for t in merged if t.translated]) + + # Clean spacing and punctuation + translated_text = self.clean_punctuation_spacing(translated_text) + + # Capitalize sentences + sentences = re.split(r'([.!?]\s*)', translated_text) + start_idx = 0 if capitalize_first else 1 + for idx in range(start_idx, len(sentences)): + s = sentences[idx] + if s and not s.isspace() and not s[0] in {'.', '!', '?'}: + for c_idx, char in enumerate(s): + if char.isalpha(): + sentences[idx] = s[:c_idx] + char.upper() + s[c_idx+1:] + break + return "".join(sentences).strip() + + def translate_paragraph(self, paragraph, multi_option=False, mode=None): + if not paragraph or paragraph.isspace(): + return paragraph + + active_mode = mode or self.translation_mode + + if active_mode in ('vietphrase', 'hanviet'): + # Ultra-fast Trie-based translation path (50M+ characters/minute) + trie = self.vietphrase_trie if active_mode == 'vietphrase' else self.hanviet_trie + prefer_hanviet = (active_mode == 'hanviet') + + i = 0 + text_length = len(paragraph) + result_words = [] + + while i < text_length: + length, translation, priority = trie.search_longest_match(paragraph, i) + if length > 0: + word = paragraph[i:i+length] + formatted = self.format_translation(translation, multi_option, word, prefer_hanviet=prefer_hanviet) + # Capitalize if it is a proper name + if priority == 1 or word in self.proper_names: + formatted = self.capitalize_phrase(formatted) + result_words.append(formatted) + i += length + else: + char = paragraph[i] + if not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', char): + punct_map = { + '，': ',', '。': '.', '「': '"', '」': '"', '、': ',', '？': '?', '！': '!', + '：': ':', '；': ';', '“': '"', '”': '"', '（': '(', '）': ')', + '『': '"', '』': '"', '【': '[', '】': ']' + } + result_words.append(punct_map.get(char, char)) + else: + val = self.char_dict.get(char, char).split("/")[0] + result_words.append(val) + i += 1 + + translated_text = " ".join(result_words) + translated_text = self.clean_punctuation_spacing(translated_text) + + # Sentence Capitalization + sentences = re.split(r'([.!?]\s*)', translated_text) + for idx in range(len(sentences)): + s = sentences[idx] + if s and not s.isspace() and not s[0] in {'.', '!', '?'}: + for c_idx, char in enumerate(s): + if char.isalpha(): + sentences[idx] = s[:c_idx] + char.upper() + s[c_idx+1:] + break + return "".join(sentences).strip() + + # For advanced & fast modes, use normal sentence splitting & tokenization + sentence_ends = re.compile(r'([。！？!?]+)') + parts = sentence_ends.split(paragraph) + + translated_parts = [] + for part in parts: + if not part: + continue + if sentence_ends.match(part): + punct_map = { + '。': '.', '！': '!', '？': '?', '，': ',' + } + translated_parts.append(punct_map.get(part, part)) + else: + translated_parts.append(self.translate_sentence(part, multi_option, mode=mode)) + + return self.clean_punctuation_spacing("".join(translated_parts)) + + def translate_text_node(self, text, multi_option=False, mode=None): + """ + Dich mot text node tu DOM. + BAO TOAN HOAN TOAN cau truc: xuong dong \n, khoang trang dau/cuoi tung dong. + """ + if not text: + return text + + # Tach theo \n truoc -> dich tung dong doc lap -> gop lai + lines = text.split('\n') + translated_lines = [] + for line in lines: + leading = re.match(r'^\s*', line).group(0) + trailing = re.search(r'\s*$', line).group(0) + body = line.strip() + + if not body: + translated_lines.append(line) # dong rong -> giu nguyen + elif not re.search(r'[\u3400-\u9fff\U00020000-\U0002a6df]', body): + translated_lines.append(line) # khong co chu Han -> giu nguyen + else: + translated_body = self.translate_paragraph(body, multi_option, mode=mode) + translated_lines.append(leading + translated_body + trailing) + + return '\n'.join(translated_lines) + + def translate(self, text, multi_option=False, mode=None): + return self.translate_text_node(text, multi_option=multi_option, mode=mode) diff --git a/backend/engine/translate_api_server.py b/backend/engine/translate_api_server.py new file mode 100644 index 0000000000000000000000000000000000000000..d8fabdd5a1dcee74ceeb189180f5b3c0f8e1edf8 --- /dev/null +++ b/backend/engine/translate_api_server.py @@ -0,0 +1,85 @@ +import os +import sys +import json +import asyncio +from fastapi import FastAPI, HTTPException, Body +from fastapi.responses import StreamingResponse +from pydantic import BaseModel +from typing import List, Optional + +# Add parent directory to path to import engine +current_dir = os.path.dirname(os.path.abspath(__file__)) +sys.path.insert(0, os.path.dirname(os.path.dirname(current_dir))) + +from backend.engine.engine import VietphraseEngine +from backend.config import Config + +app = FastAPI( + title="Vietphrase Translation Standalone API Server", + description="Standalone API for fast Chinese to Vietnamese translation with 5 modes" +) + +# Initialize engine +print("Lazy-loading Vietphrase Engine on API Startup...") +engine = VietphraseEngine() +print("Vietphrase Engine successfully loaded!") + +class TranslateRequest(BaseModel): + texts: List[str] + mode: Optional[str] = "advanced" + +@app.get("/health") +def health(): + return { + "status": "ok", + "modes": ["advanced", "fast", "vietphrase", "hanviet", "advanced_hanviet"], + "dictionary_sizes": { + "char_dict": len(engine.char_dict), + "proper_names": len(engine.proper_names), + "vietphrase": len(engine.vietphrase) + } + } + +@app.post("/v1/translate") +def translate(req: TranslateRequest): + if not req.texts: + raise HTTPException(status_code=400, detail="Missing 'texts' list") + + translations = [] + for text in req.texts: + if not text.strip(): + translations.append(text) + else: + try: + translations.append(engine.translate(text, mode=req.mode)) + except Exception as e: + translations.append(text) + print(f"Error translating text: {e}") + + return {"translations": translations} + +@app.post("/v1/translate_stream") +async def translate_stream(req: TranslateRequest): + if not req.texts: + raise HTTPException(status_code=400, detail="Missing 'texts' list") + + async def event_generator(): + for i, text in enumerate(req.texts): + if not text.strip(): + trans = text + else: + try: + trans = engine.translate(text, mode=req.mode) + except Exception as e: + trans = text + print(f"Error streaming translation: {e}") + + yield f"data: {json.dumps({'index': i, 'text': trans}, ensure_ascii=False)}\n\n" + await asyncio.sleep(0.001) + + return StreamingResponse(event_generator(), media_type="text/event-stream") + +if __name__ == "__main__": + import uvicorn + port = int(os.environ.get("PORT", 8050)) + uvicorn.run("translate_api_server:app", host="0.0.0.0", port=port, reload=False) diff --git a/backend/engine/trie.py b/backend/engine/trie.py new file mode 100644 index 0000000000000000000000000000000000000000..989d884e1b4a5b8fa0ef2525e70359d6a7f9dc6b --- /dev/null +++ b/backend/engine/trie.py @@ -0,0 +1,56 @@ +class TrieNode: + def __init__(self): + self.children = {} + self.translation = None + self.priority = 0 # Priority level: 0=none, 1=Vietphrase, 2=Names + +class Trie: + def __init__(self): + self.root = TrieNode() + + def insert(self, phrase_zh, translation_vi, priority): + """ + Inserts a Chinese phrase and its translation into the Trie. + Overwrites existing translations if the new translation has higher or equal priority. + """ + if not phrase_zh: + return + + node = self.root + for char in phrase_zh: + if char not in node.children: + node.children[char] = TrieNode() + node = node.children[char] + + # Prioritize names (2) over general phrases (1) + if node.translation is None or priority >= node.priority: + node.translation = translation_vi + node.priority = priority + + def search_longest_match(self, text, start_index): + """ + Finds the longest matching Chinese phrase starting from start_index. + Returns a tuple of (matched_length, translation, priority). + If no match is found, returns (0, None, 0). + """ + node = self.root + longest_length = 0 + longest_translation = None + longest_priority = 0 + + current_index = start_index + text_length = len(text) + + while current_index < text_length: + char = text[current_index] + if char in node.children: + node = node.children[char] + current_index += 1 + if node.translation is not None: + longest_length = current_index - start_index + longest_translation = node.translation + longest_priority = node.priority + else: + break + + return longest_length, longest_translation, longest_priority diff --git a/backend/services/__init__.py b/backend/services/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..99997e0889d14dbbe32cde1e3517049712ae70ec --- /dev/null +++ b/backend/services/__init__.py @@ -0,0 +1 @@ +# backend/services/__init__.py diff --git a/backend/services/alert_service.py b/backend/services/alert_service.py new file mode 100644 index 0000000000000000000000000000000000000000..ad92f9c3454a9fb61398ad7629fe045da929df16 --- /dev/null +++ b/backend/services/alert_service.py @@ -0,0 +1,83 @@ +import os +import time +import logging +from backend.config import Config +from backend.services.email_service import send_email_async + +logger = logging.getLogger("backend.alert") + +# Rate limit: 30 minutes in seconds +THROTTLE_INTERVAL = 30 * 60 + +# In-memory store for tracking the last time an alert of a specific type was sent +# format: { alert_type: timestamp } +_last_sent_alerts = {} + +def send_alert_to_admin(alert_type: str, subject: str, message_html: str): + """ + Sends an email alert to the system administrator. + + Includes throttling to avoid spamming the admin email (maximum 1 alert per 30 minutes per type). + """ + admin_email = os.environ.get("ADMIN_EMAIL") or Config.SMTP_CONFIG.get("username") + if not admin_email: + logger.warning(f"⚠️ [Alerting] No ADMIN_EMAIL or SMTP username configured. Skipping alert: {subject}") + return False + + current_time = time.time() + last_sent = _last_sent_alerts.get(alert_type, 0) + + if current_time - last_sent < THROTTLE_INTERVAL: + logger.info(f"🔇 [Alerting] Alert '{alert_type}' throttled. Last sent at: {last_sent}. Skipping...") + return False + + # Update last sent timestamp + _last_sent_alerts[alert_type] = current_time + + # Send email asynchronously + logger.info(f"🚨 [Alerting] Sending alert email to Admin ({admin_email}): {subject}") + + # Append styling to alert email + styled_html = f""" +
+

Novel Translator Alert

+

Loại cảnh báo: {alert_type}

+
+ {message_html} +
+

+ Đây là email tự động gửi từ hệ thống giám sát trên VM. Cảnh báo này sẽ bị tạm khóa (throttled) trong 30 phút tiếp theo. +

+
+ """ + + send_email_async(admin_email, f"[SYSTEM ALERT] {subject}", styled_html) + return True + +def check_resources_and_alert(): + """ + Checks RAM and Disk metrics, and triggers alerts if they exceed thresholds (90%). + This should be called periodically or during health queries. + """ + from backend.core.monitoring import get_memory_info, get_disk_info + + try: + mem = get_memory_info() + if mem["percent"] >= 90.0: + subject = f"Cảnh báo: Bộ nhớ RAM cực kỳ thấp ({mem['percent']}%)" + body = f"Hệ thống đang chạy trên VM có lượng RAM khả dụng cực kỳ thấp.
" \ + f"Tổng RAM: {mem['total_bytes'] / (1024*1024*1024):.2f} GB
" \ + f"Đã dùng: {mem['used_bytes'] / (1024*1024*1024):.2f} GB ({mem['percent']}%)
" \ + f"Tiến trình python RSS: {mem['process_rss_bytes'] / (1024*1024):.2f} MB" + send_alert_to_admin("low_memory", subject, body) + + disk = get_disk_info() + if disk["percent"] >= 90.0: + subject = f"Cảnh báo: Dung lượng ổ đĩa sắp đầy ({disk['percent']}%)" + body = f"Ổ đĩa trên VM sắp hết bộ nhớ.
" \ + f"Tổng dung lượng: {disk['total_bytes'] / (1024*1024*1024):.2f} GB
" \ + f"Đã dùng: {disk['used_bytes'] / (1024*1024*1024):.2f} GB ({disk['percent']}%)
" \ + f"Dung lượng trống: {disk['free_bytes'] / (1024*1024*1024):.2f} GB" + send_alert_to_admin("low_disk", subject, body) + except Exception as e: + logger.error(f"Error checking system resources: {e}") diff --git a/backend/services/auth_service.py b/backend/services/auth_service.py new file mode 100644 index 0000000000000000000000000000000000000000..2fddf883d6282dcc06b154cc8d345e4e5b17dd43 --- /dev/null +++ b/backend/services/auth_service.py @@ -0,0 +1,80 @@ +import sqlite3 +from datetime import datetime, timedelta +from backend.config import Config +from backend.database.db_manager import get_user_db_conn + +def check_vip_expiry(user_id: int, conn=None) -> bool: + """Check if a user's VIP has expired and deactivate if so.""" + should_close = False + if conn is None: + conn = get_user_db_conn() + should_close = True + + try: + conn.row_factory = sqlite3.Row + except Exception: + pass + + user = conn.execute("SELECT vip_status, vip_expiry FROM users WHERE id = ?", (user_id,)).fetchone() + if user and user["vip_status"] == 1 and user["vip_expiry"]: + try: + expiry_val = user["vip_expiry"] + if isinstance(expiry_val, str): + expiry = datetime.strptime(expiry_val, "%Y-%m-%d %H:%M:%S") + else: + expiry = expiry_val + + if datetime.utcnow() > expiry: + conn.execute("UPDATE users SET vip_status = 0, vip_plan = NULL WHERE id = ?", (user_id,)) + if hasattr(conn, "commit"): + conn.commit() + if should_close: + conn.close() + return False # VIP expired + except Exception: + pass + if should_close: + conn.close() + return user["vip_status"] == 1 if user else False + +def activate_vip(user_id: int, plan: str) -> bool: + """Activate VIP for a user based on the plan purchased.""" + plan_info = Config.VIP_PLANS.get(plan) + if not plan_info: + # Check for lifetime manual plans + if "lifetime" in plan.lower(): + duration_days = 99999 + else: + return False + else: + duration_days = plan_info["duration_days"] + + conn = get_user_db_conn() + conn.row_factory = sqlite3.Row + user = conn.execute("SELECT vip_expiry FROM users WHERE id = ?", (user_id,)).fetchone() + + now = datetime.utcnow() + if user and user["vip_expiry"]: + try: + expiry_val = user["vip_expiry"] + if isinstance(expiry_val, str): + current_expiry = datetime.strptime(expiry_val, "%Y-%m-%d %H:%M:%S") + else: + current_expiry = expiry_val + + if current_expiry > now: + new_expiry = current_expiry + timedelta(days=duration_days) + else: + new_expiry = now + timedelta(days=duration_days) + except Exception: + new_expiry = now + timedelta(days=duration_days) + else: + new_expiry = now + timedelta(days=duration_days) + + conn.execute( + "UPDATE users SET vip_status = 1, vip_plan = ?, vip_expiry = ? WHERE id = ?", + (plan, new_expiry.strftime("%Y-%m-%d %H:%M:%S"), user_id) + ) + conn.commit() + conn.close() + return True diff --git a/backend/services/book_service.py b/backend/services/book_service.py new file mode 100644 index 0000000000000000000000000000000000000000..7146eeeaffc45d4cfd657bf11d34556b2dca1feb --- /dev/null +++ b/backend/services/book_service.py @@ -0,0 +1,398 @@ +import re +import math +import unicodedata +from flask import jsonify +from backend.database.db_manager import get_db, query_cache, count_cache + +CHINESE_CATEGORY_MAP = { + "言情穿越": "Ngôn tình Xuyên không", + "都市小说": "Đô thị", + "历史军事": "Lịch sử Quân sự", + "游戏竞技": "Võng du Cạnh tranh", + "游戏异界": "Dị giới Trò chơi", + "玄幻奇幻": "Huyền huyễn Kỳ huyễn", + "武侠仙侠": "Võ hiệp Tiên hiệp", + "科幻空间": "Khoa huyễn Không gian", + "悬疑灵异": "Huyền bí Linh dị", + "耽美纯爱": "Đam mỹ", + "同人小说": "Đồng nhân", + "都市": "Đô thị", + "言情": "Ngôn tình", + "穿越": "Xuyên không", + "历史": "Lịch sử", + "军事": "Quân sự", + "男生": "Nam sinh", + "女生": "Nữ sinh", + "游戏": "Trò chơi", + "竞技": "Cạnh tranh", + "玄幻": "Huyền huyễn", + "奇幻": "Kỳ huyễn", + "武侠": "Võ hiệp", + "仙侠": "Tiên hiệp", + "科幻": "Khoa huyễn", + "悬疑": "Huyền bí", + "灵异": "Linh dị", + "耽美": "Đam mỹ", + "轻小说": "Light Novel", + "同人": "Đồng nhân" +} + +def translate_categories(categories_str): + if not categories_str: + return "" + parts = re.split(r'[,，/、\s]+', categories_str) + vi_parts = [] + for p in parts: + p = p.strip() + if not p: + continue + matched = False + for zh, vi in CHINESE_CATEGORY_MAP.items(): + if zh in p: + vi_parts.append(vi) + matched = True + break + if not matched: + try: + from backend.services.translation import get_engine + translated = get_engine().translate(p, multi_option=False) + vi_parts.append(translated) + except Exception: + vi_parts.append(p) + seen = set() + unique_parts = [] + for vp in vi_parts: + if vp not in seen: + seen.add(vp) + unique_parts.append(vp) + return ", ".join(unique_parts) + +CHINESE_TO_ENGLISH_CATEGORY_MAP = { + "言情穿越": "Romance & Time Travel", + "都市小说": "Urban", + "历史军事": "History & Military", + "游戏竞技": "Gaming & Competition", + "游戏异界": "Gaming & Otherworld", + "玄幻奇幻": "Xianxia & Fantasy", + "武侠仙侠": "Wuxia & Xianxia", + "科幻 space": "Sci-Fi Space", + "科幻空间": "Sci-Fi & Space", + "悬疑灵异": "Mystery & Supernatural", + "耽美纯爱": "Danmei Romance", + "同人小说": "Fan-fiction", + "都市": "Urban", + "言情": "Romance", + "穿越": "Time Travel", + "历史": "History", + "军事": "Military", + "男生": "Male Protagonist", + "女生": "Female Protagonist", + "游戏": "Gaming", + "竞技": "Competition", + "玄幻": "Fantasy", + "奇幻": "Eastern Fantasy", + "武侠": "Wuxia", + "仙侠": "Xianxia", + "科幻": "Sci-Fi", + "悬疑": "Mystery", + "灵异": "Supernatural", + "耽美": "Danmei", + "轻小说": "Light Novel", + "同人": "Fan-fiction" +} + +def translate_categories_to_english(categories_str): + if not categories_str: + return "" + parts = re.split(r'[,，/、\s]+', categories_str) + en_parts = [] + for p in parts: + p = p.strip() + if not p: + continue + matched = False + for zh, en in CHINESE_TO_ENGLISH_CATEGORY_MAP.items(): + if zh in p: + en_parts.append(en) + matched = True + break + if not matched: + en_parts.append(p) + seen = set() + unique_parts = [] + for ep in en_parts: + if ep not in seen: + seen.add(ep) + unique_parts.append(ep) + return ", ".join(unique_parts) + +def remove_vietnamese_accents(text): + if not text: + return "" + # Normalize to decompose accents + nfkd_form = unicodedata.normalize('NFKD', text) + only_ascii = nfkd_form.encode('ASCII', 'ignore').decode('utf-8') + return only_ascii + +def clean_vietnamese_query(text): + text = text.replace('đ', 'd').replace('Đ', 'D') + return "".join(c for c in unicodedata.normalize('NFKD', text) if not unicodedata.combining(c)).lower() + +def parse_book_sources(book_dict): + parsed_sources = [] + raw_urls = book_dict.get("urls", "") + if raw_urls: + parts = raw_urls.split(" | ") + for part in parts: + if ":" in part: + subparts = part.split(":", 1) + src_name = subparts[0].strip() + src_url = subparts[1].strip() + if src_url.startswith("//"): + src_url = "https:" + src_url + parsed_sources.append({ + "source": src_name, + "url": src_url + }) + book_dict["parsed_sources"] = parsed_sources + + # Dịch thể loại sang tiếng Việt và tiếng Anh + book_dict["categories_vietphrase"] = translate_categories(book_dict.get("categories", "")) + book_dict["categories_english"] = translate_categories_to_english(book_dict.get("categories", "")) + + # Sinh tên tác giả tiếng Anh (Hán Việt không dấu) + author_hv = book_dict.get("author_hanviet", "") + if author_hv: + book_dict["author_english"] = remove_vietnamese_accents(author_hv) + else: + book_dict["author_english"] = book_dict.get("author", "") + + # Use pre-computed description from DB (do NOT translate on-the-fly for listings — too expensive) + desc = book_dict.get("description", "") + desc_vp = book_dict.get("description_vietphrase", "") + if not desc_vp and desc: + # Lightweight fallback: just truncate Chinese description, no translation engine call + desc_vp = desc[:120] + book_dict["description_vietphrase"] = desc_vp or "" + + # Tạo fallback description_english bằng cách bỏ dấu bản Việt hóa + if desc_vp: + book_dict["description_english"] = remove_vietnamese_accents(desc_vp) + else: + book_dict["description_english"] = desc[:120] if desc else "" + + return book_dict + +def search_books(q, category, source, dup, sort, search_field, min_chapters, page, per_page, limit_k=100): + """Business logic for searching books with high-performance FTS5 or LIKE queries.""" + MAX_PAGES_CEILING = 100 + if page > MAX_PAGES_CEILING: + return {"error": "Deep pagination limit reached. Giới hạn tối đa 100 trang kết quả."}, 400 + + # Whitelist sort options + allowed_sorts = { + "site_count DESC", "chapters_max DESC", "word_count_max DESC", "title ASC", "title DESC", "id ASC" + } + if sort not in allowed_sorts: + sort = "site_count DESC" + + where, params = [], [] + fts_match_expr = None + has_chinese = False + + if q: + has_chinese = any('\u4e00' <= char <= '\u9fff' for char in q) + if has_chinese: + # Use FTS5 for Chinese queries — 10x faster than LIKE scan on 931k rows + fts_q = q.replace('"', '').replace("'", '') + if search_field == "title": + fts_match_expr = f'title:"{fts_q}"' + elif search_field == "author": + fts_match_expr = f'author:"{fts_q}"' + elif search_field == "description": + # Description is NOT in FTS index — fallback to LIKE but only on description + pq = "%" + q + "%" + where.append("description LIKE ?") + params.append(pq) + else: + # Default: search title + author via FTS5 (fast) + fts_match_expr = f'title:"{fts_q}" OR author:"{fts_q}"' + else: + q_clean = clean_vietnamese_query(q) + fts_query = q_clean.replace('"', '').replace("'", '') + if fts_query: + if search_field == "title": + fts_match_expr = f'title_hanviet_clean:"{fts_query}" OR title_vietphrase_clean:"{fts_query}"' + elif search_field == "author": + fts_match_expr = f'author_hanviet_clean:"{fts_query}"' + elif search_field == "hanviet": + fts_match_expr = f'title_hanviet_clean:"{fts_query}" OR author_hanviet_clean:"{fts_query}"' + elif search_field == "vietphrase": + fts_match_expr = f'title_vietphrase_clean:"{fts_query}"' + elif search_field == "chinese": + fts_match_expr = f'title:"{q}" OR author:"{q}"' + elif search_field == "description": + where.append("(description LIKE ? OR description_vietphrase LIKE ? OR description_hanviet LIKE ?)") + pq = "%" + q + "%" + params += [pq, pq, pq] + else: + fts_match_expr = f'title_hanviet_clean:"{fts_query}" OR title_vietphrase_clean:"{fts_query}" OR author_hanviet_clean:"{fts_query}"' + + if category: + where.append("categories LIKE ?") + params.append("%" + category + "%") + if source: + where.append("sources LIKE ?") + params.append("%" + source + "%") + if dup == "multi": + where.append("site_count >= 2") + elif dup == "single": + where.append("site_count = 1") + if min_chapters: + try: + min_ch_val = int(min_chapters) + where.append("chapters_max >= ?") + params.append(min_ch_val) + except ValueError: + pass + + where_sql = ("WHERE " + " AND ".join(where)) if where else "" + + if fts_match_expr: + cache_key = ("fts_search_v2", fts_match_expr, where_sql, page, per_page, tuple(params), sort, q, limit_k) + cached_res = query_cache.get(cache_key) + if cached_res is not None: + return cached_res, 200 + + conn = get_db() + query = f""" + SELECT b.*, f.score + FROM books b + JOIN ( + SELECT rowid, bm25(books_fts) AS score + FROM books_fts + WHERE books_fts MATCH ? + ) f ON b.id = f.rowid + {where_sql} + LIMIT {limit_k} + """ + rows = conn.execute(query, [fts_match_expr] + params).fetchall() + + if not rows: + res_data = {"total": 0, "page": 1, "pages": 1, "books": []} + query_cache.set(cache_key, res_data) + return res_data, 200 + + scores = [r['score'] for r in rows] + best_score = min(scores) + threshold = best_score * 0.28 + + has_accents = any(c != clean_vietnamese_query(c) for c in q) + + def clean_text_for_tier(txt): + if not txt: + return "" + txt = txt.replace('đ', 'd').replace('Đ', 'D') + txt = "".join(c for c in unicodedata.normalize('NFKD', txt) if not unicodedata.combining(c)).lower() + return " ".join(re.sub(r'[^a-z0-9\s]', ' ', txt).split()) + + q_clean_tier = clean_text_for_tier(q) + q_norm = q.lower().strip() + + def get_tier(book): + t_hv_clean = clean_text_for_tier(book.get('title_hanviet', '')) + t_vp_clean = clean_text_for_tier(book.get('title_vietphrase', '')) + if t_hv_clean == q_clean_tier or t_vp_clean == q_clean_tier: + return 1 + if t_hv_clean.startswith(q_clean_tier) or t_vp_clean.startswith(q_clean_tier): + return 2 + if q_clean_tier in t_hv_clean or q_clean_tier in t_vp_clean: + return 3 + return 4 + + filtered_books = [] + for r in rows: + book_dict = dict(r) + tier = get_tier(book_dict) + score = book_dict['score'] + + if has_accents: + t_hv = (book_dict.get('title_hanviet') or '').lower() + t_vp = (book_dict.get('title_vietphrase') or '').lower() + auth = (book_dict.get('author_hanviet') or '').lower() + desc = (book_dict.get('description') or '').lower() + if q_norm not in t_hv and q_norm not in t_vp and q_norm not in auth and q_norm not in desc: + continue + + if tier in (3, 4) and score > threshold: + continue + + book_dict['tier'] = tier + filtered_books.append(book_dict) + + if sort == "title ASC": + filtered_books.sort(key=lambda x: (x.get('title_hanviet') or '').lower()) + elif sort == "title DESC": + filtered_books.sort(key=lambda x: (x.get('title_hanviet') or '').lower(), reverse=True) + elif sort == "chapters_max DESC": + filtered_books.sort(key=lambda x: x.get('chapters_max') or 0, reverse=True) + elif sort == "word_count_max DESC": + filtered_books.sort(key=lambda x: x.get('word_count_max') or 0, reverse=True) + else: + filtered_books.sort(key=lambda x: (x['tier'], x['score'], -x['site_count'])) + + total = len(filtered_books) + pages = max(1, math.ceil(total / per_page)) + offset = (page - 1) * per_page + books_page = [parse_book_sources(b) for b in filtered_books[offset : offset + per_page]] + + res_data = {"total": total, "page": page, "pages": pages, "books": books_page} + query_cache.set(cache_key, res_data) + return res_data, 200 + + else: + order_by_sql = sort + order_params = [] + if q and has_chinese: + order_by_sql = f""" + CASE + WHEN title = ? THEN 1 + WHEN title LIKE ? THEN 2 + ELSE 3 + END ASC, {sort} + """ + order_params = [q, q + "%"] + + cache_key = (where_sql, order_by_sql, page, per_page, tuple(params), tuple(order_params)) + cached_res = query_cache.get(cache_key) + if cached_res is not None: + return cached_res, 200 + + count_cache_key = (where_sql, tuple(params)) + total = count_cache.get(count_cache_key) + if total is None: + conn = get_db() + total = conn.execute( + "SELECT COUNT(*) FROM books " + where_sql, params + ).fetchone()[0] + count_cache.set(count_cache_key, total) + + pages = max(1, math.ceil(total / per_page)) + if pages > MAX_PAGES_CEILING: + pages = MAX_PAGES_CEILING + total = min(total, MAX_PAGES_CEILING * per_page) + + offset = (page - 1) * per_page + + conn = get_db() + rows = conn.execute( + "SELECT * FROM books " + where_sql + + " ORDER BY " + order_by_sql + + " LIMIT ? OFFSET ?", + params + order_params + [per_page, offset] + ).fetchall() + + books = [parse_book_sources(dict(r)) for r in rows] + res_data = {"total": total, "page": page, "pages": pages, "books": books} + query_cache.set(cache_key, res_data) + return res_data, 200 diff --git a/backend/services/email_service.py b/backend/services/email_service.py new file mode 100644 index 0000000000000000000000000000000000000000..62faa9c72ed4c8ebc21513dcf1277eaa8513944a --- /dev/null +++ b/backend/services/email_service.py @@ -0,0 +1,172 @@ +import os +import base64 +import smtplib +import threading +from email.mime.text import MIMEText +from email.mime.multipart import MIMEMultipart +from backend.config import Config + +# Service Account delegation config +SERVICE_ACCOUNT_FILE = os.environ.get("GOOGLE_SERVICE_ACCOUNT_JSON", "gmail-delegator-key.json") +DELEGATED_USER_EMAIL = os.environ.get("GMAIL_DELEGATED_EMAIL", "support@lyvuha.com") + +SCOPES = [ + "https://www.googleapis.com/auth/gmail.send", + "https://www.googleapis.com/auth/gmail.readonly", + "https://www.googleapis.com/auth/gmail.modify" +] + +def get_gmail_service(): + """Builds and returns a Gmail API service client impersonating the DELEGATED_USER_EMAIL.""" + import json + from google.oauth2 import service_account + from googleapiclient.discovery import build + + service_account_json = os.environ.get("GOOGLE_SERVICE_ACCOUNT_JSON", "") + creds = None + + try: + # Nếu cấu hình trực tiếp chuỗi JSON key trong biến môi trường + if service_account_json and service_account_json.strip().startswith("{"): + info = json.loads(service_account_json) + creds = service_account.Credentials.from_service_account_info( + info, + scopes=SCOPES + ) + # Nếu cấu hình bằng đường dẫn file + elif os.path.exists(SERVICE_ACCOUNT_FILE): + creds = service_account.Credentials.from_service_account_file( + SERVICE_ACCOUNT_FILE, + scopes=SCOPES + ) + + if not creds: + return None + + delegated_creds = creds.with_subject(DELEGATED_USER_EMAIL) + service = build('gmail', 'v1', credentials=delegated_creds) + return service + except Exception as e: + print(f"❌ Error initializing Gmail API Service: {e}") + return None + + +def send_email_smtp(to_email, subject, html_content): + """Sends an email using standard SMTP with App Password.""" + smtp_cfg = Config.SMTP_CONFIG + if not smtp_cfg["username"] or not smtp_cfg["password"]: + print("⚠️ SMTP credentials not configured in Config.") + return False + try: + msg = MIMEMultipart("alternative") + msg["Subject"] = subject + msg["From"] = f"{smtp_cfg['from_name']} <{smtp_cfg['username']}>" + msg["To"] = to_email + msg.attach(MIMEText(html_content, "html", "utf-8")) + + server = smtplib.SMTP(smtp_cfg["host"], smtp_cfg["port"]) + server.starttls() + server.login(smtp_cfg["username"], smtp_cfg["password"]) + server.sendmail(smtp_cfg["username"], to_email, msg.as_string()) + server.quit() + print(f"📧 [SMTP] Successfully sent email to {to_email}") + return True + except Exception as e: + print(f"❌ [SMTP] Failed to send email: {e}") + return False + +def send_email_gmail_api(to_email, subject, html_content): + """Sends an email using Gmail API via Service Account impersonation.""" + service = get_gmail_service() + if not service: + return send_email_smtp(to_email, subject, html_content) + try: + message = MIMEText(html_content, 'html', 'utf-8') + message['to'] = to_email + message['from'] = DELEGATED_USER_EMAIL + message['subject'] = subject + + raw_message = base64.urlsafe_b64encode(message.as_bytes()).decode('utf-8') + body = {'raw': raw_message} + + service.users().messages().send(userId='me', body=body).execute() + print(f"📧 [Gmail API] Successfully sent email to {to_email} from {DELEGATED_USER_EMAIL}") + return True + except Exception as e: + print(f"❌ [Gmail API] Failed to send email, falling back to SMTP: {e}") + return send_email_smtp(to_email, subject, html_content) + + +def send_email_gmail_oauth2(to_email, subject, html_content): + """Sends an email using Gmail REST API via OAuth2 Client ID/Secret and Refresh Token (over HTTPS 443).""" + client_id = os.environ.get("GOOGLE_CLIENT_ID", "") + client_secret = os.environ.get("GOOGLE_CLIENT_SECRET", "") + refresh_token = os.environ.get("GMAIL_REFRESH_TOKEN", "") + sender_email = os.environ.get("SMTP_EMAIL", "havucong@lyvuha.com") + + + if not refresh_token: + print("⚠️ GMAIL_REFRESH_TOKEN not configured.") + return False + + try: + import base64 + import requests + + # 1. Get Access Token from Refresh Token + token_url = "https://oauth2.googleapis.com/token" + token_data = { + "client_id": client_id, + "client_secret": client_secret, + "refresh_token": refresh_token, + "grant_type": "refresh_token" + } + token_res = requests.post(token_url, data=token_data, timeout=5) + if token_res.status_code != 200: + print(f"❌ Failed to refresh Gmail access token: {token_res.text}") + return False + + access_token = token_res.json().get("access_token") + + # 2. Build MIME message + message = MIMEText(html_content, 'html', 'utf-8') + message['to'] = to_email + message['from'] = sender_email + message['subject'] = subject + + raw_message = base64.urlsafe_b64encode(message.as_bytes()).decode('utf-8') + + # 3. Send email via Gmail API + send_url = "https://gmail.googleapis.com/gmail/v1/users/me/messages/send" + headers = { + "Authorization": f"Bearer {access_token}", + "Content-Type": "application/json" + } + send_res = requests.post(send_url, headers=headers, json={"raw": raw_message}, timeout=5) + if send_res.status_code == 200: + print(f"📧 [Gmail OAuth2 API] Successfully sent email to {to_email}") + return True + else: + print(f"❌ [Gmail OAuth2 API] Failed to send email: {send_res.text}") + return False + except Exception as e: + print(f"❌ [Gmail OAuth2 API] Exception occurred: {e}") + return False + + +def send_email_async(to_email, subject, html_content): + """Helper to send emails asynchronously in a background thread.""" + refresh_token = os.environ.get("GMAIL_REFRESH_TOKEN", "") + service_account_json = os.environ.get("GOOGLE_SERVICE_ACCOUNT_JSON", "") + + if refresh_token: + # Ưu tiên sử dụng OAuth2 Refresh Token (HTTPS port 443) + threading.Thread(target=send_email_gmail_oauth2, args=(to_email, subject, html_content)).start() + elif service_account_json or os.path.exists(SERVICE_ACCOUNT_FILE): + # Sử dụng Google Service Account (HTTPS port 443) + threading.Thread(target=send_email_gmail_api, args=(to_email, subject, html_content)).start() + else: + # Fallback về SMTP + threading.Thread(target=send_email_smtp, args=(to_email, subject, html_content)).start() + + diff --git a/backend/services/epub_service.py b/backend/services/epub_service.py new file mode 100644 index 0000000000000000000000000000000000000000..8501e39b37c4271df4c1d733545fecec5c5f7617 --- /dev/null +++ b/backend/services/epub_service.py @@ -0,0 +1,343 @@ +import os +import re +import zipfile +import uuid +import html +import tempfile +import time + +class EpubWriter: + def __init__(self, title, author="Unknown", cover_img_bytes=None, cover_ext="jpg", description=""): + self.title = title + self.author = author + self.description = description + self.chapters = [] # List of tuples (title, content) + self.cover_img_bytes = cover_img_bytes + self.cover_ext = cover_ext + + def add_chapter(self, title, content_html): + self.chapters.append((title, content_html)) + + def write_to(self, dest_path): + with zipfile.ZipFile(dest_path, 'w', compression=zipfile.ZIP_DEFLATED) as epub: + # 1. mimetype (must be uncompressed and first entry) + epub.writestr('mimetype', 'application/epub+zip', compress_type=zipfile.ZIP_STORED) + + # 2. META-INF/container.xml + container_xml = """ + + + + +""" + epub.writestr('META-INF/container.xml', container_xml) + + # Generate NCX + ncx_entries = [] + for i, (ch_title, _) in enumerate(self.chapters): + ncx_entries.append(f""" + {html.escape(ch_title)} + + """) + + ncx_joined = "\n".join(ncx_entries) + toc_ncx = f""" + + + + + + + + {html.escape(self.title)} + {html.escape(self.author)} + + + Trang Tên Sách + + +{ncx_joined} + +""" + epub.writestr('OEBPS/toc.ncx', toc_ncx) + + # Generate manifest items + manifest_items = [ + '', + '', + ] + spine_items = [ + '', + ] + + if self.cover_img_bytes: + manifest_items.append(f'') + manifest_items.append('') + spine_items.insert(0, '') + + for i in range(len(self.chapters)): + manifest_items.append(f'') + spine_items.append(f'') + + # Generate content.opf + manifest_joined = "\n ".join(manifest_items) + spine_joined = "\n ".join(spine_items) + desc_meta = f'' if self.description else '' + cover_meta = '' if self.cover_img_bytes else '' + + content_opf = f""" + + + {html.escape(self.title)} + {html.escape(self.author)} + vi + urn:uuid:{uuid.uuid4()} + {desc_meta} + {cover_meta} + + + {manifest_joined} + + + {spine_joined} + +""" + epub.writestr('OEBPS/content.opf', content_opf) + + # Write cover files + if self.cover_img_bytes: + epub.writestr(f'OEBPS/images/cover.{self.cover_ext}', self.cover_img_bytes) + coverpage_xhtml = f""" + + + + Bìa Sách + + + +
+ Bìa sách +
+ +""" + epub.writestr('OEBPS/text/coverpage.xhtml', coverpage_xhtml) + + # Title page + titlepage_xhtml = f""" + + + + {html.escape(self.title)} + + + +

{html.escape(self.title)}

+

Tác giả: {html.escape(self.author)}

+
+ {f'
Giới thiệu:
{html.escape(self.description)}
' if self.description else ''} +

Được biên dịch & đóng gói tự động bằng VIP EPUB Tools

+ +""" + epub.writestr('OEBPS/text/titlepage.xhtml', titlepage_xhtml) + + # Write chapters XHTML + for i, (ch_title, ch_content) in enumerate(self.chapters): + if "" in ch_content.lower() or "

" in ch_content.lower(): + ch_xhtml = ch_content + else: + paragraphs = ch_content.split('\n') + body_html = "" + for p in paragraphs: + p_clean = p.strip() + if p_clean: + body_html += f"

{html.escape(p_clean)}

\n" + + ch_xhtml = f""" + + + + {html.escape(ch_title)} + + + +

{html.escape(ch_title)}

+ {body_html} + +""" + epub.writestr(f'OEBPS/text/chapter_{i+1}.xhtml', ch_xhtml) + +def apply_custom_dictionary(text, custom_dict): + """Replaces Chinese words with user-provided custom dictionary mappings.""" + if not custom_dict or not text: + return text + for zh, vi in custom_dict: + if zh and zh in text: + text = text.replace(zh, vi) + return text + +def clean_html_styles(html_content): + """Strips inline CSS styles, custom font faces, and stylesheets.""" + cleaned = re.sub(r'\s+style="[^"]*"', '', html_content) + cleaned = re.sub(r"\s+style='[^']*'", '', cleaned) + cleaned = re.sub(r'\s+class="[^"]*"', '', cleaned) + cleaned = re.sub(r"\s+class='[^']*'", '', cleaned) + cleaned = re.sub(r']*>.*?', '', cleaned, flags=re.DOTALL | re.IGNORECASE) + cleaned = re.sub(r']*rel="stylesheet"[^>]*>', '', cleaned, flags=re.IGNORECASE) + cleaned = re.sub(r']*rel=\'stylesheet\'[^>]*>', '', cleaned, flags=re.IGNORECASE) + return cleaned + +def clean_punctuation_spacing(text): + if not text: + return text + text = re.sub(r'["“”‘’\'『』「」【】()\[\]{}<>]', '', text) + text = re.sub(r'([,;.:!?])(?=[^\s])', r'\1 ', text) + text = re.sub(r'\s+([,;.:!?])', r'\1', text) + text = re.sub(r'\s*-\s*', ' - ', text) + return re.sub(r'\s+', ' ', text).strip() + +def translate_html_content_advanced(html_content, engine, mode=None, custom_dict=None, clean_styles=False): + """Parses HTML, extracts text segments, translates them, and preserves HTML tags.""" + if clean_styles: + html_content = clean_html_styles(html_content) + + parts = re.split(r'(<[^>]+>)', html_content) + translated_parts = [] + + for part in parts: + if not part: + continue + if part.startswith('<') and part.endswith('>'): + translated_parts.append(part) + else: + stripped = part.strip() + if stripped: + txt = apply_custom_dictionary(part, custom_dict) + translated_text = engine.translate(txt, multi_option=False, mode=mode) + translated_text = clean_punctuation_spacing(translated_text) + translated_parts.append(translated_text) + else: + translated_parts.append(part) + + return "".join(translated_parts) + +def translate_epub_file(src_epub, dest_epub, engine, mode=None, limit_chapters=-1, custom_dict=None, clean_styles=False, strip_images=False, strip_fonts=False): + """Translates an EPUB file and saves to dest_epub.""" + start_time = time.time() + + with zipfile.ZipFile(src_epub, 'r') as src_zip: + with zipfile.ZipFile(dest_epub, 'w', compression=zipfile.ZIP_DEFLATED) as dest_zip: + file_list = src_zip.namelist() + + if 'mimetype' in file_list: + mimetype_data = src_zip.read('mimetype') + dest_zip.writestr('mimetype', mimetype_data, compress_type=zipfile.ZIP_STORED) + + html_files = [f for f in file_list if f.endswith(('.html', '.xhtml', '.htm'))] + + def natural_sort_key(s): + return [int(text) if text.isdigit() else text.lower() for text in re.split(r'(\d+)', s)] + html_files.sort(key=natural_sort_key) + + target_html_files = set(html_files) + skipped_html_files = set() + if limit_chapters > 0 and len(html_files) > limit_chapters: + target_html_files = set(html_files[:limit_chapters]) + skipped_html_files = set(html_files[limit_chapters:]) + + for file_name in file_list: + if file_name == 'mimetype': + continue + + if strip_images and file_name.lower().endswith(('.png', '.jpg', '.jpeg', '.gif', '.webp', '.svg')): + continue + + if strip_fonts and file_name.lower().endswith(('.ttf', '.otf', '.woff', '.woff2')): + continue + + raw_data = src_zip.read(file_name) + + if file_name in target_html_files: + try: + content = raw_data.decode('utf-8', errors='ignore') + translated_content = translate_html_content_advanced( + content, engine, mode=mode, custom_dict=custom_dict, clean_styles=clean_styles + ) + dest_zip.writestr(file_name, translated_content.encode('utf-8')) + except Exception as e: + print(f"[EpubTool ERROR] Error translating {file_name}: {e}") + dest_zip.writestr(file_name, raw_data) + elif file_name in skipped_html_files: + placeholder = '

[Chương này được bỏ qua trong bản dịch giới hạn]

' + dest_zip.writestr(file_name, placeholder.encode('utf-8')) + elif file_name.endswith(('.ncx', '.opf', '.xml')): + try: + content = raw_data.decode('utf-8', errors='ignore') + translated_content = translate_html_content_advanced( + content, engine, mode=mode, custom_dict=custom_dict, clean_styles=False + ) + dest_zip.writestr(file_name, translated_content.encode('utf-8')) + except Exception: + dest_zip.writestr(file_name, raw_data) + else: + dest_zip.writestr(file_name, raw_data) + + return time.time() - start_time + +def convert_txt_to_epub(txt_content, title, author, split_regex, dest_path, description="", engine=None, mode=None, custom_dict=None): + """Converts raw text file content to EPUB, optionally translating it first.""" + lines = txt_content.split('\n') + chapters = [] + current_chapter_title = "Giới thiệu / Khởi đầu" + current_chapter_lines = [] + + regex = re.compile(split_regex) if split_regex else None + + for line in lines: + stripped = line.strip() + if not stripped: + continue + + if regex and regex.search(stripped) and len(stripped) < 100: + if current_chapter_lines: + chapters.append((current_chapter_title, "\n".join(current_chapter_lines))) + current_chapter_title = stripped + current_chapter_lines = [] + else: + current_chapter_lines.append(line) + + if current_chapter_lines or not chapters: + chapters.append((current_chapter_title, "\n".join(current_chapter_lines))) + + writer = EpubWriter(title=title, author=author, description=description) + + for ch_title, ch_text in chapters: + if engine and mode: + ch_title_vi = apply_custom_dictionary(ch_title, custom_dict) + ch_title_vi = engine.translate(ch_title_vi, multi_option=False, mode=mode) + + paragraphs = ch_text.split('\n') + paragraphs_vi = [] + for p in paragraphs: + p_clean = p.strip() + if p_clean: + p_vi = apply_custom_dictionary(p_clean, custom_dict) + p_vi = engine.translate(p_vi, multi_option=False, mode=mode) + paragraphs_vi.append(p_vi) + ch_content_html = "\n".join(paragraphs_vi) + writer.add_chapter(ch_title_vi, ch_content_html) + else: + writer.add_chapter(ch_title, ch_text) + + writer.write_to(dest_path) diff --git a/backend/services/payment_service.py b/backend/services/payment_service.py new file mode 100644 index 0000000000000000000000000000000000000000..442afca121a0e83237afff506227aea46bb36537 --- /dev/null +++ b/backend/services/payment_service.py @@ -0,0 +1,195 @@ +import time +import json +import hmac +import hashlib +import requests +import sqlite3 +from datetime import datetime +from backend.config import Config +from backend.database.db_manager import get_user_db_conn +from backend.services.auth_service import activate_vip + +def verify_payos_webhook_signature(payload_data, expected_signature, checksum_key): + """Verify PayOS webhook signature using alphabet-sorted query string.""" + sorted_keys = sorted(payload_data.keys()) + parts = [] + for k in sorted_keys: + v = payload_data[k] + if v is None or v == "null" or v == "undefined": + v_str = "" + elif isinstance(v, list): + sorted_list = [] + for item in v: + if isinstance(item, dict): + sorted_item = {sub_k: item[sub_k] for sub_k in sorted(item.keys())} + sorted_list.append(sorted_item) + else: + sorted_list.append(item) + v_str = json.dumps(sorted_list, separators=(',', ':'), ensure_ascii=False) + elif isinstance(v, dict): + sorted_dict = {sub_k: v[sub_k] for sub_k in sorted(v.keys())} + v_str = json.dumps(sorted_dict, separators=(',', ':'), ensure_ascii=False) + else: + v_str = str(v) + parts.append(f"{k}={v_str}") + + query_str = "&".join(parts) + computed_sig = hmac.new( + checksum_key.encode(), query_str.encode(), hashlib.sha256 + ).hexdigest() + return hmac.compare_digest(computed_sig, expected_signature) + +def create_payment_order(user_id: int, plan: str): + """Generates a payment order and produces the relevant PayOS link or fallback VietQR.""" + plan_info = Config.VIP_PLANS.get(plan) + if not plan_info: + if plan.startswith("topup_"): + try: + price_str = plan.split("_")[1] + if price_str.endswith("k"): + amount = int(price_str[:-1]) * 1000 + else: + amount = int(price_str) + plan_info = { + "name_vi": f"Nạp số dư API {amount:,}đ".replace(",", "."), + "price": amount + } + except Exception: + return {"error": "Invalid topup plan name. Use e.g. topup_50k or topup_50000"}, 400 + else: + return {"error": "Invalid plan name"}, 400 + + amount = plan_info["price"] + order_code_int = int(time.time()) * 1000 + (int(user_id) % 1000) + order_id = str(order_code_int) + + # Save to database + conn = get_user_db_conn() + conn.execute( + "INSERT INTO payments (user_id, order_id, plan, amount, status) VALUES (?, ?, ?, ?, 'pending')", + (user_id, order_id, plan, amount) + ) + conn.commit() + conn.close() + + payos_data = None + pay_cfg = Config.PAYMENT_CONFIG + client_id = pay_cfg.get("payos_client_id") + api_key = pay_cfg.get("payos_api_key") + checksum_key = pay_cfg.get("payos_checksum_key") + + if client_id and api_key and checksum_key: + cancel_url = pay_cfg.get("payos_webhook_url").replace("/api/payment/webhook", "") or "http://localhost:5050" + return_url = pay_cfg.get("payos_webhook_url").replace("/api/payment/webhook", "") or "http://localhost:5050" + description = f"VIP {plan_info.get('name_vi', 'Premium')}"[:25] + + raw_str = f"amount={amount}&cancelUrl={cancel_url}&description={description}&orderCode={order_code_int}&returnUrl={return_url}" + signature = hmac.new( + checksum_key.encode(), raw_str.encode(), hashlib.sha256 + ).hexdigest() + + payload = { + "orderCode": order_code_int, + "amount": amount, + "description": description, + "cancelUrl": cancel_url, + "returnUrl": return_url, + "signature": signature + } + + headers = { + "x-client-id": client_id, + "x-api-key": api_key, + "Content-Type": "application/json" + } + + try: + r = requests.post( + "https://api-merchant.payos.vn/v2/payment-requests", + json=payload, + headers=headers, + timeout=10 + ) + res = r.json() + if r.status_code == 200 and res.get("code") == "00": + payos_data = res.get("data") + except Exception as e: + print(f"[PayOS Request Exception]: {e}") + + # Generate QR URL (Using PayOS hosted qrCode if available, else fallback to standard VietQR) + if payos_data and payos_data.get("qrCode"): + qr_url = f"https://api.qrserver.com/v1/create-qr-code/?size=250x250&data={requests.utils.quote(payos_data['qrCode'])}" + checkout_url = payos_data.get("checkoutUrl") + payos_bank = payos_data.get("bin", pay_cfg["bank_id"]) + payos_account_no = payos_data.get("accountNumber", pay_cfg["account_no"]) + payos_account_name = payos_data.get("accountName", pay_cfg["account_name"]) + else: + transfer_content = order_id + qr_url = ( + f"https://img.vietqr.io/image/{pay_cfg['bank_id']}-{pay_cfg['account_no']}-{pay_cfg['template']}.png" + f"?amount={amount}" + f"&addInfo={transfer_content}" + f"&accountName={pay_cfg['account_name'].replace(' ', '%20')}" + ) + checkout_url = None + payos_bank = pay_cfg["bank_id"] + payos_account_no = pay_cfg["account_no"] + payos_account_name = pay_cfg["account_name"] + + return { + "order_id": order_id, + "plan": plan, + "amount": amount, + "amount_formatted": f"{amount:,}đ".replace(",", "."), + "qr_url": qr_url, + "checkout_url": checkout_url, + "bank_info": { + "bank": payos_bank, + "account_no": payos_account_no, + "account_name": payos_account_name, + "transfer_content": order_id, + }, + "expires_in": 900, + "message": f"Quét mã QR hoặc chuyển khoản {amount:,}đ với nội dung: {order_id}".replace(",", ".") + }, 200 + +def confirm_payment(order_id: str, amount: float = 0.0) -> bool: + """Updates the status of a pending payment order to completed and activates VIP.""" + try: + conn = get_user_db_conn() + conn.row_factory = sqlite3.Row + payment = conn.execute( + "SELECT * FROM payments WHERE order_id = ? AND status = 'pending'", (order_id,) + ).fetchone() + + if not payment: + conn.close() + print(f"⚠️ Payment {order_id} not found or already processed.") + return False + + # Optional validation check for amount consistency + if amount > 0 and abs(amount - payment["amount"]) > 100: + conn.close() + print(f"❌ Amount mismatch for {order_id}: expected {payment['amount']}, got {amount}") + return False + + now = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S") + conn.execute( + "UPDATE payments SET status = 'completed', completed_at = ? WHERE id = ?", + (now, payment["id"]) + ) + conn.commit() + conn.close() + + user_id = payment["user_id"] + plan = payment["plan"] + + # Activate VIP status for user + success = activate_vip(user_id, plan) + if success: + print(f"✅ [Payment Confirmation] Confirmed payment {order_id} & activated VIP.") + return True + return False + except Exception as e: + print(f"❌ Error confirming payment: {e}") + return False diff --git a/backend/services/translation.py b/backend/services/translation.py new file mode 100644 index 0000000000000000000000000000000000000000..e5322c37faf5a915e196336622901547bed22ab3 --- /dev/null +++ b/backend/services/translation.py @@ -0,0 +1,97 @@ +import os +import sys +import json +import time +import requests as py_requests +from backend.config import Config + +# Dynamic path addition for local translation engine +if Config.ROOT_DIR not in sys.path: + sys.path.append(Config.ROOT_DIR) + +engine = None +translation_limit_tracker = {} # Format: { "IP:YYYY-MM-DD": count } +ADMIN_GEMINI_KEY = os.environ.get("ADMIN_GEMINI_KEY", "") + +def get_engine(): + global engine + if engine is None: + print("Lazy-loading Vietphrase Engine...") + from backend.engine.engine import VietphraseEngine + engine = VietphraseEngine() + return engine + +def parse_custom_dict_text(dict_text): + if not dict_text: + return None + custom_dict = [] + lines = dict_text.split('\n') + for line in lines: + line = line.strip() + if not line or '=' not in line: + continue + parts = line.split('=', 1) + zh = parts[0].strip() + vi = parts[1].strip() + if zh and vi: + custom_dict.append((zh, vi)) + # Sort by key length descending to avoid prefix collision during greedy replacement + custom_dict.sort(key=lambda x: len(x[0]), reverse=True) + return custom_dict + +def translate_texts(texts, mode=None): + eng = get_engine() + translations = [] + for text in texts: + if not text.strip(): + translations.append(text) + else: + try: + trans = eng.translate(text, multi_option=False, mode=mode) + translations.append(trans) + except Exception as e: + print(f"Error translating: {e}") + translations.append(text) + return translations + +def translate_stream_generator(texts, mode=None): + eng = get_engine() + for i, text in enumerate(texts): + if not text.strip(): + trans = text + else: + try: + trans = eng.translate(text, multi_option=False, mode=mode) + except Exception as e: + print(f"Error translating: {e}") + trans = text + yield f"data: {json.dumps({'index': i, 'text': trans}, ensure_ascii=False)}\n\n" + time.sleep(0.001) + +def call_ai_chat_proxy(messages, model="gemini-1.5-flash", prompt=""): + if not ADMIN_GEMINI_KEY: + raise ValueError("Admin Gemini key not configured on server.") + + url = f"https://generativelanguage.googleapis.com/v1beta/models/{model}:generateContent?key={ADMIN_GEMINI_KEY}" + + contents = [] + for msg in messages: + contents.append({ + "role": "user" if msg.get("role") == "user" else "model", + "parts": [{"text": msg.get("text", "")}] + }) + + payload = { + "contents": contents, + "systemInstruction": { + "parts": [{"text": prompt}] + } + } + + res = py_requests.post(url, json=payload, timeout=30) + if res.status_code != 200: + raise RuntimeError(f"Gemini API returned error: {res.text}") + + gemini_data = res.json() + response_text = gemini_data.get("candidates", [{}])[0].get("content", {}).get("parts", [{}])[0].get("text", "Không nhận được phản hồi.") + return response_text diff --git a/backend/test_sects_flow.py b/backend/test_sects_flow.py new file mode 100644 index 0000000000000000000000000000000000000000..af7ef3903c39bcb8c9c10543c0c2ca15c2c909e1 --- /dev/null +++ b/backend/test_sects_flow.py @@ -0,0 +1,230 @@ +import requests, time, sys, os +BASE_URL = "http://localhost:5051" +ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) +sys.path.append(ROOT_DIR) +from backend.database.db_manager import get_user_db_conn + +H = {"X-Bypass-Rate-Limit": "tienhiep_bypass_secret_9988"} + +def step(msg): print(f"\n{'='*60}\n👉 {msg}\n{'='*60}") +def ok(msg): print(f" ✅ {msg}") +def info(msg): print(f" 📌 {msg}") + +def verify_db(username): + conn = get_user_db_conn() + conn.execute("UPDATE users SET email_verified = 1 WHERE username = ?", (username,)) + conn.commit(); conn.close() + +class C: + def __init__(self, u, p): + self.u, self.p, self.token, self.h, self.uid = u, p, None, dict(H), None + def register(self): + r = requests.post(f"{BASE_URL}/api/auth/register", json={"username":self.u,"password":self.p,"email":f"{self.u}@test.com"}, headers=self.h) + if r.status_code == 200 or "đã tồn tại" in r.text: verify_db(self.u) + def login(self): + r = requests.post(f"{BASE_URL}/api/auth/login", json={"username":self.u,"password":self.p}, headers=self.h) + assert r.status_code == 200, f"Login fail {self.u}: {r.text}" + d = r.json(); self.token = d.get("access_token") or d.get("token") + self.h = {"Authorization":f"Bearer {self.token}", **H}; self.uid = d.get("user",{}).get("id") + ok(f"Login {self.u} (ID:{self.uid})") + def post(self, ep, data=None): return requests.post(f"{BASE_URL}{ep}", json=data, headers=self.h) + def get(self, ep, params=None): return requests.get(f"{BASE_URL}{ep}", params=params, headers=self.h) + +def cleanup(): + # Use API-based cleanup - leave all sects via HTTP + for n in ["tst_leader","tst_vice","tst_elder","tst_inner1","tst_inner2","tst_outer"]: + try: + # Login + r = requests.post(f"{BASE_URL}/api/auth/login", json={"username":n,"password":"pw123"}, headers=H) + if r.status_code != 200: continue + tok = r.json().get("access_token") or r.json().get("token") + ah = {"Authorization":f"Bearer {tok}", **H} + # Check if in sect + r = requests.get(f"{BASE_URL}/api/sects/my-sect", headers=ah) + if r.status_code == 200 and r.json().get("in_sect"): + requests.post(f"{BASE_URL}/api/sects/leave", headers=ah) + except: pass + +def run(): + step("1. TẠO 6 TÀI KHOẢN") + names = ["tst_leader","tst_vice","tst_elder","tst_inner1","tst_inner2","tst_outer"] + us = {n: C(n,"pw123") for n in names} + for c in us.values(): c.register(); c.login() + + step("2. DỌN DẸP DB CŨ") + cleanup() + + step("3. SÁNG LẬP TÔNG MÔN") + sn = f"TestTong{int(time.time())}" + r = us["tst_leader"].post("/api/sects/create", {"name":sn,"slogan":"Kiếm khí tung hoành","badge":"gold"}) + assert r.status_code == 200, f"Create fail: {r.text}" + sid = r.json()["sect_id"]; ok(f"Tông '{sn}' ID={sid}") + + step("4. TÌM KIẾM TÔNG MÔN") + r = us["tst_leader"].get("/api/sects/search", {"q":"TestTong"}) + assert r.status_code == 200 and r.json()["total"] >= 1 + ok(f"Tìm thấy {r.json()['total']} tông môn, trang {r.json()['page']}/{r.json()['total_pages']}") + + step("5. XEM TÔNG MÔN THEO ID") + r = us["tst_leader"].get(f"/api/sects/{sid}") + assert r.status_code == 200 and r.json()["sect"]["name"] == sn + ok(f"Xem tông ID={sid}: {r.json()['member_count']} thành viên") + + step("6. GIA NHẬP 5 ĐỆ TỬ") + for n in names[1:]: + r = us[n].post("/api/sects/join", {"sect_id":sid}) + assert r.status_code == 200, f"{n} join fail: {r.text}" + ok("5 đệ tử gửi đơn bái kiến") + + r = us["tst_leader"].get("/api/sects/requests/list") + reqs = r.json()["requests"]; ok(f"{len(reqs)} yêu cầu chờ duyệt") + for rq in reqs: + r = us["tst_leader"].post("/api/sects/requests/respond", {"request_id":rq["id"],"action":"approve"}) + assert r.status_code == 200 + ok("Duyệt toàn bộ") + + step("7. HỆ THỐNG 5 CHỨC DANH") + promotions = [ + ("tst_vice", "vice_leader", "Phó Tông chủ"), + ("tst_elder", "elder", "Trưởng lão"), + ("tst_inner1", "inner_disciple", "Nội môn đệ tử"), + ("tst_inner2", "inner_disciple", "Nội môn đệ tử"), + ] + for uname, role, label in promotions: + r = us["tst_leader"].post("/api/sects/promote/rank", {"user_id":us[uname].uid,"role":role}) + assert r.status_code == 200, f"Promote {uname} fail: {r.text}" + ok(f"{uname} → {label}") + + step("8. KIỂM TRA QUYỀN PHÂN CẤP") + # Vice leader thăng elder cho outer + r = us["tst_vice"].post("/api/sects/promote/rank", {"user_id":us["tst_outer"].uid,"role":"elder"}) + assert r.status_code == 200; ok("Phó Tông chủ thăng Trưởng lão cho tst_outer ✓") + # Hạ lại về member + r = us["tst_vice"].post("/api/sects/promote/rank", {"user_id":us["tst_outer"].uid,"role":"member"}) + assert r.status_code == 200; ok("Phó Tông chủ hạ tst_outer về Ngoại môn đệ tử ✓") + # Elder KHÔNG THỂ thăng vice_leader + r = us["tst_elder"].post("/api/sects/promote/rank", {"user_id":us["tst_outer"].uid,"role":"vice_leader"}) + assert r.status_code == 403; ok("Trưởng lão bị chặn thăng Phó Tông chủ ✓ (403)") + + step("9. XEM THÀNH VIÊN & LỌC THEO CHỨC DANH") + r = us["tst_leader"].get("/api/sects/members") + assert r.status_code == 200 + for m in r.json()["members"]: info(f"{m['username']} = {m['role_label']} (cống hiến: {m['contribution']})") + r = us["tst_leader"].get("/api/sects/members", {"role":"inner_disciple"}) + ok(f"Lọc Nội môn: {len(r.json()['members'])} người") + + step("10. CHAT CHUNG TỔNG TÔNG MÔN") + msgs = [ + ("tst_leader", "Toàn tông nghe lệnh, ngày mai xuất chinh!"), + ("tst_vice", "Phó Tông chủ đã sắp xếp đội hình chiến đấu."), + ("tst_elder", "Trưởng lão báo cáo: đan dược đã đủ cung ứng."), + ("tst_inner1", "Nội môn đệ tử xin tuân lệnh!"), + ("tst_outer", "Ngoại môn đệ tử sẵn sàng!"), + ] + for u, msg in msgs: + r = us[u].post("/api/sects/chat/send", {"message":msg,"chat_type":"general"}) + assert r.status_code == 200 + r = us["tst_outer"].get("/api/sects/chat/history", {"chat_type":"general"}) + ok(f"Chat chung: {len(r.json()['messages'])} tin nhắn") + for m in r.json()["messages"]: info(f"[{m['sender_name']}]: {m['message']}") + + step("11. CHAT RIÊNG 1-1 TRONG TÔNG MÔN") + pairs = [ + ("tst_leader","tst_vice","Phó Tông chủ, ngày mai phân công thế nào?"), + ("tst_vice","tst_leader","Dạ, đệ tử đã chuẩn bị 3 đội tiên phong."), + ("tst_inner1","tst_inner2","Đồng môn ơi, cùng luyện công tối nay không?"), + ("tst_inner2","tst_inner1","Được chứ, 8 giờ tại Luyện Công Đường nhé!"), + ("tst_elder","tst_outer","Ngoại môn đệ tử, tu vi gần đây tiến bộ ra sao?"), + ("tst_outer","tst_elder","Dạ bẩm Trưởng lão, đệ tử đang ở Luyện Khí tầng 3."), + ] + for s, t, msg in pairs: + r = us[s].post("/api/sects/chat/send", {"message":msg,"chat_type":"direct","target_id":us[t].uid}) + assert r.status_code == 200 + # Verify + r = us["tst_leader"].get("/api/sects/chat/history", {"chat_type":"direct","target_id":us["tst_vice"].uid}) + ok(f"Chat riêng Leader↔Vice: {len(r.json()['messages'])} tin") + r = us["tst_inner1"].get("/api/sects/chat/history", {"chat_type":"direct","target_id":us["tst_inner2"].uid}) + ok(f"Chat riêng Inner1↔Inner2: {len(r.json()['messages'])} tin") + r = us["tst_elder"].get("/api/sects/chat/history", {"chat_type":"direct","target_id":us["tst_outer"].uid}) + ok(f"Chat riêng Elder↔Outer: {len(r.json()['messages'])} tin") + + step("12. TẠO NHÓM CHAT NHỎ #1 (Ban lãnh đạo)") + r = us["tst_leader"].post("/api/sects/chat/groups/create", { + "name":"Ban lãnh đạo","members":[us["tst_leader"].uid, us["tst_vice"].uid, us["tst_elder"].uid] + }) + assert r.status_code == 200; g1 = r.json()["group_id"]; ok(f"Nhóm 'Ban lãnh đạo' ID={g1}") + + step("13. TẠO NHÓM CHAT NHỎ #2 (Đội tu luyện)") + r = us["tst_inner1"].post("/api/sects/chat/groups/create", { + "name":"Đội tu luyện","members":[us["tst_inner1"].uid, us["tst_inner2"].uid, us["tst_outer"].uid] + }) + assert r.status_code == 200; g2 = r.json()["group_id"]; ok(f"Nhóm 'Đội tu luyện' ID={g2}") + + step("14. CHAT TRONG NHÓM NHỎ") + for u, msg in [("tst_leader","Hội nghị mật: chiến lược đánh Ma Giáo"),("tst_vice","Đề xuất tấn công từ hướng Đông"),("tst_elder","Đồng ý, trưởng lão sẽ dẫn đội hỗ trợ")]: + r = us[u].post("/api/sects/chat/send", {"message":msg,"chat_type":"group","group_id":g1}) + assert r.status_code == 200 + for u, msg in [("tst_inner1","Tối nay luyện kiếm pháp mới!"),("tst_inner2","OK sư huynh!"),("tst_outer","Đệ tử cũng xin tham gia!")]: + r = us[u].post("/api/sects/chat/send", {"message":msg,"chat_type":"group","group_id":g2}) + assert r.status_code == 200 + r = us["tst_leader"].get("/api/sects/chat/history", {"chat_type":"group","group_id":g1}) + ok(f"Nhóm BLĐ: {len(r.json()['messages'])} tin") + r = us["tst_inner1"].get("/api/sects/chat/history", {"chat_type":"group","group_id":g2}) + ok(f"Nhóm tu luyện: {len(r.json()['messages'])} tin") + + step("15. BẢO MẬT: NGƯỜI NGOÀI KHÔNG CHAT ĐƯỢC NHÓM") + r = us["tst_outer"].post("/api/sects/chat/send", {"message":"hack","chat_type":"group","group_id":g1}) + assert r.status_code == 403; ok(f"Outer bị chặn chat nhóm BLĐ (403) ✓") + r = us["tst_outer"].get("/api/sects/chat/history", {"chat_type":"group","group_id":g1}) + assert r.status_code == 403; ok(f"Outer bị chặn xem lịch sử BLĐ (403) ✓") + + step("16. THÊM/XÓA THÀNH VIÊN NHÓM CHAT") + r = us["tst_leader"].post(f"/api/sects/chat/groups/{g1}/members/add", {"user_ids":[us["tst_inner1"].uid]}) + assert r.status_code == 200; ok(f"Thêm Inner1 vào BLĐ, members={r.json()['members']}") + r = us["tst_leader"].post(f"/api/sects/chat/groups/{g1}/members/remove", {"user_id":us["tst_inner1"].uid}) + assert r.status_code == 200; ok(f"Xóa Inner1 khỏi BLĐ, members={r.json()['members']}") + + step("17. XEM THÔNG TIN NHÓM CHAT") + r = us["tst_leader"].get(f"/api/sects/chat/groups/{g1}") + assert r.status_code == 200 + ginfo = r.json(); ok(f"Nhóm: {ginfo['group']['name']}, {ginfo['member_count']} thành viên") + for m in ginfo["members"]: info(f" {m['username']} ({m['role_label']})") + + step("18. DANH SÁCH TẤT CẢ NHÓM CHAT CỦA TÔI") + r = us["tst_leader"].get("/api/sects/chat/groups") + assert r.status_code == 200; ok(f"Leader thấy {len(r.json()['groups'])} nhóm") + r = us["tst_inner1"].get("/api/sects/chat/groups") + ok(f"Inner1 thấy {len(r.json()['groups'])} nhóm") + + step("19. KẾT BẠN & CHAT BẠN BÈ") + conn = get_user_db_conn() + conn.execute("DELETE FROM friendships WHERE user_id IN (?,?) OR friend_id IN (?,?)", + (us["tst_inner1"].uid, us["tst_outer"].uid, us["tst_inner1"].uid, us["tst_outer"].uid)) + conn.commit(); conn.close() + r = us["tst_inner1"].post("/api/friends/request", {"friend_username":"tst_outer"}) + assert r.status_code == 200; ok("Inner1 gửi kết bạn Outer") + r = us["tst_outer"].post("/api/friends/respond", {"sender_id":us["tst_inner1"].uid,"action":"accept"}) + assert r.status_code == 200; ok("Outer chấp nhận") + r = us["tst_inner1"].get("/api/friends/list") + ok(f"Bạn bè Inner1: {[f['username'] for f in r.json()['friends']]}") + r = us["tst_inner1"].post("/api/messages/send", {"receiver_id":us["tst_outer"].uid,"message":"Chào bạn, tối nay đi phụ bản không?"}) + assert r.status_code == 200 + r = us["tst_outer"].post("/api/messages/send", {"receiver_id":us["tst_inner1"].uid,"message":"Đi chứ! 9h tối nhé!"}) + assert r.status_code == 200 + r = us["tst_inner1"].get(f"/api/messages/chat/{us['tst_outer'].uid}") + ok(f"Chat bạn bè: {len(r.json()['messages'])} tin nhắn") + for m in r.json()["messages"]: + sn = "tst_inner1" if m["sender_id"]==us["tst_inner1"].uid else "tst_outer" + info(f"[{sn}]: {m['message']}") + + step("20. CỐNG HIẾN & XEM TÔNG MÔN QUA ID") + us["tst_inner1"].post("/api/sects/contribute", {"amount":300}) + us["tst_outer"].post("/api/sects/contribute", {"amount":200}) + r = us["tst_leader"].get(f"/api/sects/{sid}") + d = r.json() + ok(f"Tông '{d['sect']['name']}' cấp {d['sect']['level']}, cống hiến tổng: {d['sect']['contribution']}") + ok(f"Phân bố chức danh: {d['role_counts']}") + + step("🎉 TOÀN BỘ 20 BƯỚC TEST THÀNH CÔNG!") + +if __name__ == "__main__": run() diff --git a/backend/workers/__init__.py b/backend/workers/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..ffae17e22fe653f7ff3a8e5557f7a49419aa9014 --- /dev/null +++ b/backend/workers/__init__.py @@ -0,0 +1 @@ +# backend/workers/__init__.py diff --git a/backend/workers/email_worker.py b/backend/workers/email_worker.py new file mode 100644 index 0000000000000000000000000000000000000000..8821149bf355d6a43b9fdee219febf96342cec5e --- /dev/null +++ b/backend/workers/email_worker.py @@ -0,0 +1,223 @@ +import re +import base64 +import time +import email +import imaplib +import os +import sqlite3 +import threading +from email.header import decode_header +from datetime import datetime +from backend.config import Config +from backend.services.email_service import ( + get_gmail_service, send_email_smtp, send_email_gmail_api, SERVICE_ACCOUNT_FILE +) +from backend.database.db_manager import get_user_db_conn + +def get_customer_email_by_order(order_id: str): + try: + conn = get_user_db_conn() + conn.row_factory = sqlite3.Row + row = conn.execute( + "SELECT u.email FROM payments p JOIN users u ON p.user_id = u.id WHERE p.order_id = ?", + (order_id,) + ).fetchone() + conn.close() + return row["email"] if row and row["email"] else None + except Exception: + return None + +def process_bank_email_payload(combined_content: str, send_reply_fn): + """Parse payment email content and process activation.""" + order_match = re.search(r'(VIP\w+)', combined_content, re.IGNORECASE) + amount_match = re.search( + r'(?:S\d+ti\d+n|số tiền|giao dịch|phát sinh|cộng)\s*(?:\+)?\s*([0-9.,]+)\s*(?:VND|đ|d|đ)', + combined_content, re.IGNORECASE + ) + + if not order_match: + return False + + from backend.services.payment_service import confirm_payment + + order_id = order_match.group(1).upper() + amount = 0 + if amount_match: + amount_str = amount_match.group(1).replace('.', '').replace(',', '') + try: + amount = float(amount_str) + except ValueError: + pass + + print(f"🔍 [Email Worker] Detected transaction. Order ID: {order_id}, parsed amount: {amount}") + success = confirm_payment(order_id, amount) + + if success: + customer_email = get_customer_email_by_order(order_id) + if customer_email: + reply_subject = f"Xác nhận thanh toán thành công đơn hàng {order_id}" + reply_html = f""" +
+

Thanh toán thành công!

+

Xin chào,

+

Hệ thống đã nhận được số tiền chuyển khoản của bạn cho đơn hàng {order_id}.

+

Tài khoản VIP của bạn đã được nâng cấp và kích hoạt tự động thành công.

+

Chúc bạn có những trải nghiệm đọc truyện tuyệt vời!

+
+

Đội ngũ hỗ trợ Ly Vu Ha Novel

+
+ """ + send_reply_fn(customer_email, reply_subject, reply_html) + return success + +def check_bank_emails_imap(): + """Connects to Gmail via IMAP and processes unread bank payment emails.""" + smtp_cfg = Config.SMTP_CONFIG + if not smtp_cfg["username"] or not smtp_cfg["password"]: + print("⚠️ SMTP/IMAP credentials not configured.") + return + try: + print(f"📥 [IMAP] Connecting to imap.gmail.com as {smtp_cfg['username']}...") + mail = imaplib.IMAP4_SSL("imap.gmail.com") + mail.login(smtp_cfg["username"], smtp_cfg["password"]) + mail.select("inbox") + + status, response = mail.search(None, 'UNSEEN') + if status != "OK": + return + + messages = response[0].split() + if not messages: + print("✅ [IMAP] No unread emails in inbox.") + return + + print(f"📧 [IMAP] Found {len(messages)} unread email(s). Processing...") + + for msg_id in messages: + status, data = mail.fetch(msg_id, "(RFC822)") + if status != "OK": + continue + + raw_email = data[0][1] + msg = email.message_from_bytes(raw_email) + + subject, encoding = decode_header(msg["Subject"])[0] + if isinstance(subject, bytes): + subject = subject.decode(encoding or "utf-8", errors="ignore") + + body = "" + if msg.is_multipart(): + for part in msg.walk(): + content_type = part.get_content_type() + content_disposition = str(part.get("Content-Disposition")) + if content_type == "text/plain" and "attachment" not in content_disposition: + payload = part.get_payload(decode=True) + body += payload.decode("utf-8", errors="ignore") + else: + body = msg.get_payload(decode=True).decode("utf-8", errors="ignore") + + combined_content = f"{subject} {body}" + process_bank_email_payload(combined_content, send_email_smtp) + + # Mark email as read + mail.store(msg_id, '+FLAGS', '\\Seen') + + mail.close() + mail.logout() + except Exception as e: + print(f"❌ Error during IMAP polling worker: {e}") + +def check_bank_emails_gmail_api(): + """Checks Gmail inbox using Gmail API for unread bank/payment emails.""" + service = get_gmail_service() + if not service: + return + try: + query = "is:unread (MB Bank OR Bank OR \"biến động số dư\" OR \"chuyển khoản\")" + results = service.users().messages().list(userId='me', q=query).execute() + messages = results.get('messages', []) + + if not messages: + return + + print(f"📧 [Gmail API] Found {len(messages)} unread bank/payment email(s). Processing...") + + for msg in messages: + msg_id = msg['id'] + message_details = service.users().messages().get(userId='me', id=msg_id, format='full').execute() + + payload = message_details.get('payload', {}) + headers = payload.get('headers', []) + subject = next((h['value'] for h in headers if h['name'].lower() == 'subject'), '') + + body_text = "" + if 'parts' in payload: + for part in payload['parts']: + if part['mimeType'] == 'text/plain': + data = part['body'].get('data', '') + body_text += base64.urlsafe_b64decode(data.encode('utf-8')).decode('utf-8', errors='ignore') + else: + data = payload.get('body', {}).get('data', '') + if data: + body_text = base64.urlsafe_b64decode(data.encode('utf-8')).decode('utf-8', errors='ignore') + + combined_content = f"{subject} {body_text}" + success = process_bank_email_payload(combined_content, send_email_gmail_api) + + # Mark as read regardless + service.users().messages().batchModify( + userId='me', + body={'ids': [msg_id], 'removeLabelIds': ['UNREAD']} + ).execute() + + except Exception as e: + print(f"❌ Error during Gmail polling worker: {e}") + +def check_bank_emails_and_process(): + """Dispatch between Gmail API and IMAP method.""" + if os.path.exists(SERVICE_ACCOUNT_FILE): + check_bank_emails_gmail_api() + else: + check_bank_emails_imap() + +def start_email_worker(): + """Start background daemon thread polling Gmail every 60 seconds (Singleton across workers).""" + # Use a file lock to ensure only ONE Gunicorn worker spawns the background polling thread + import fcntl + + lock_file = "/tmp/email_worker_poll.lock" + try: + # Open file in append mode so it doesn't overwrite + lock_fd = open(lock_file, "a") + # Try to acquire an exclusive, non-blocking lock + fcntl.flock(lock_fd, fcntl.LOCK_EX | fcntl.LOCK_NB) + except Exception: + # If lock fails, another worker is already running the email poll loop + print("📧 [Email Worker] Another worker is already polling. Skipping duplicate thread.") + return + + def poll_loop(fd): + print("📧 [Email Worker] Master polling thread acquired lock. Background polling started.") + while True: + try: + check_bank_emails_and_process() + except Exception as e: + print(f"❌ [Email Worker] Error in polling loop: {e}") + # Poll every 60 seconds instead of 15s to avoid IMAP rate limits + time.sleep(60) + + # Note: the file descriptor 'fd' is kept open by this thread so the lock is held + # as long as this specific worker process is alive. + t = threading.Thread(target=poll_loop, args=(lock_fd,), daemon=True) + t.start() + + +if __name__ == "__main__": + print("📧 [Email Worker] Standalone polling loop started in foreground...") + while True: + try: + check_bank_emails_and_process() + except Exception as e: + print(f"❌ [Email Worker] Error in polling loop: {e}") + time.sleep(60) + diff --git a/frontend-web/dist/ads.txt b/frontend-web/dist/ads.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d3260543d9d4258fb36be3533e16b8d6025ad8 --- /dev/null +++ b/frontend-web/dist/ads.txt @@ -0,0 +1,3 @@ +# Google AdSense ads.txt template +# Thay thế ca-pub-9548504602542886 bằng mã nhà xuất bản (Publisher ID) thực tế của bạn +google.com, pub-9548504602542886, DIRECT, f08c47fec0942fa0 diff --git a/frontend-web/dist/assets/AuthorDetail-lunBE6ER.js b/frontend-web/dist/assets/AuthorDetail-lunBE6ER.js new file mode 100644 index 0000000000000000000000000000000000000000..7527d8999d719745dabbeb2648dfa4722e725423 --- /dev/null +++ b/frontend-web/dist/assets/AuthorDetail-lunBE6ER.js @@ -0,0 +1 @@ +import{t as e}from"./award-CKCOPIfL.js";import{a as t,t as n}from"./MainLayout-COiTxmNr.js";import{t as r}from"./book-DwmTvSdZ.js";import{a as i}from"./square-DZKJ0QGR.js";import{t as a}from"./file-text-mhTXpwIY.js";import{D as o,F as s,M as c,O as l,S as u,b as d,f,h as p,j as m,w as h}from"./index-yRoRoI6u.js";var g=d(`layers`,[[`path`,{d:`M12.83 2.18a2 2 0 0 0-1.66 0L2.6 6.08a1 1 0 0 0 0 1.83l8.58 3.91a2 2 0 0 0 1.66 0l8.58-3.9a1 1 0 0 0 0-1.83z`,key:`zw3jo`}],[`path`,{d:`M2 12a1 1 0 0 0 .58.91l8.6 3.91a2 2 0 0 0 1.65 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d,f,p=e.file,m=e.compression,h=u!==s.utf8encode,g=a.transformTo(`string`,u(p.name)),_=a.transformTo(`string`,s.utf8encode(p.name)),v=p.comment,y=a.transformTo(`string`,u(v)),b=a.transformTo(`string`,s.utf8encode(v)),x=_.length!==p.name.length,S=b.length!==v.length,C=``,w=``,T=``,E=p.dir,D=p.date,O={crc32:0,compressedSize:0,uncompressedSize:0};t&&!n||(O.crc32=e.crc32,O.compressedSize=e.compressedSize,O.uncompressedSize=e.uncompressedSize);var k=0;t&&(k|=8),h||!x&&!S||(k|=2048);var A=0,j=0;E&&(A|=16),o===`UNIX`?(j=798,A|=function(e,t){var n=e;return e||(n=t?16893:33204),(65535&n)<<16}(p.unixPermissions,E)):(j=20,A|=function(e){return 63&(e||0)}(p.dosPermissions)),d=D.getUTCHours(),d<<=6,d|=D.getUTCMinutes(),d<<=5,d|=D.getUTCSeconds()/2,f=D.getUTCFullYear()-1980,f<<=4,f|=D.getUTCMonth()+1,f<<=5,f|=D.getUTCDate(),x&&(w=r(1,1)+r(c(g),4)+_,C+=`up`+r(w.length,2)+w),S&&(T=r(1,1)+r(c(y),4)+b,C+=`uc`+r(T.length,2)+T);var M=``;return M+=` 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t=e.meta.percent||0,n=this.entriesCount,r=this._sources.length;this.accumulate?this.contentBuffer.push(e):(this.bytesWritten+=e.data.length,o.prototype.push.call(this,{data:e.data,meta:{currentFile:this.currentFile,percent:n?(t+100*(n-r-1))/n:100}}))},u.prototype.openedSource=function(e){this.currentSourceOffset=this.bytesWritten,this.currentFile=e.file.name;var t=this.streamFiles&&!e.file.dir;if(t){var n=i(e,t,!1,this.currentSourceOffset,this.zipPlatform,this.encodeFileName);this.push({data:n.fileRecord,meta:{percent:0}})}else this.accumulate=!0},u.prototype.closedSource=function(e){this.accumulate=!1;var t=this.streamFiles&&!e.file.dir,n=i(e,t,!0,this.currentSourceOffset,this.zipPlatform,this.encodeFileName);if(this.dirRecords.push(n.dirRecord),t)this.push({data:function(e){return l.DATA_DESCRIPTOR+r(e.crc32,4)+r(e.compressedSize,4)+r(e.uncompressedSize,4)}(e),meta:{percent:100}});else 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i(e){r.call(this,e)}e(`../utils`).inherits(i,r),i.prototype.byteAt=function(e){return this.data.charCodeAt(this.zero+e)},i.prototype.lastIndexOfSignature=function(e){return this.data.lastIndexOf(e)-this.zero},i.prototype.readAndCheckSignature=function(e){return e===this.readData(4)},i.prototype.readData=function(e){this.checkOffset(e);var t=this.data.slice(this.zero+this.index,this.zero+this.index+e);return this.index+=e,t},t.exports=i},{"../utils":32,"./DataReader":18}],21:[function(e,t,n){var r=e(`./ArrayReader`);function i(e){r.call(this,e)}e(`../utils`).inherits(i,r),i.prototype.readData=function(e){if(this.checkOffset(e),e===0)return new Uint8Array;var t=this.data.subarray(this.zero+this.index,this.zero+this.index+e);return this.index+=e,t},t.exports=i},{"../utils":32,"./ArrayReader":17}],22:[function(e,t,n){var r=e(`../utils`),i=e(`../support`),a=e(`./ArrayReader`),o=e(`./StringReader`),s=e(`./NodeBufferReader`),c=e(`./Uint8ArrayReader`);t.exports=function(e){var t=r.getTypeOf(e);return r.checkSupport(t),t!==`string`||i.uint8array?t===`nodebuffer`?new s(e):i.uint8array?new c(r.transformTo(`uint8array`,e)):new a(r.transformTo(`array`,e)):new o(e)}},{"../support":30,"../utils":32,"./ArrayReader":17,"./NodeBufferReader":19,"./StringReader":20,"./Uint8ArrayReader":21}],23:[function(e,t,n){n.LOCAL_FILE_HEADER=`PK`,n.CENTRAL_FILE_HEADER=`PK`,n.CENTRAL_DIRECTORY_END=`PK`,n.ZIP64_CENTRAL_DIRECTORY_LOCATOR=`PK\x07`,n.ZIP64_CENTRAL_DIRECTORY_END=`PK`,n.DATA_DESCRIPTOR=`PK\x07\b`},{}],24:[function(e,t,n){var r=e(`./GenericWorker`),i=e(`../utils`);function a(e){r.call(this,`ConvertWorker to `+e),this.destType=e}i.inherits(a,r),a.prototype.processChunk=function(e){this.push({data:i.transformTo(this.destType,e.data),meta:e.meta})},t.exports=a},{"../utils":32,"./GenericWorker":28}],25:[function(e,t,n){var r=e(`./GenericWorker`),i=e(`../crc32`);function a(){r.call(this,`Crc32Probe`),this.withStreamInfo(`crc32`,0)}e(`../utils`).inherits(a,r),a.prototype.processChunk=function(e){this.streamInfo.crc32=i(e.data,this.streamInfo.crc32||0),this.push(e)},t.exports=a},{"../crc32":4,"../utils":32,"./GenericWorker":28}],26:[function(e,t,n){var r=e(`../utils`),i=e(`./GenericWorker`);function a(e){i.call(this,`DataLengthProbe for `+e),this.propName=e,this.withStreamInfo(e,0)}r.inherits(a,i),a.prototype.processChunk=function(e){if(e){var t=this.streamInfo[this.propName]||0;this.streamInfo[this.propName]=t+e.data.length}i.prototype.processChunk.call(this,e)},t.exports=a},{"../utils":32,"./GenericWorker":28}],27:[function(e,t,n){var r=e(`../utils`),i=e(`./GenericWorker`);function a(e){i.call(this,`DataWorker`);var t=this;this.dataIsReady=!1,this.index=0,this.max=0,this.data=null,this.type=``,this._tickScheduled=!1,e.then(function(e){t.dataIsReady=!0,t.data=e,t.max=e&&e.length||0,t.type=r.getTypeOf(e),t.isPaused||t._tickAndRepeat()},function(e){t.error(e)})}r.inherits(a,i),a.prototype.cleanUp=function(){i.prototype.cleanUp.call(this),this.data=null},a.prototype.resume=function(){return!!i.prototype.resume.call(this)&&(!this._tickScheduled&&this.dataIsReady&&(this._tickScheduled=!0,r.delay(this._tickAndRepeat,[],this)),!0)},a.prototype._tickAndRepeat=function(){this._tickScheduled=!1,this.isPaused||this.isFinished||(this._tick(),this.isFinished||(r.delay(this._tickAndRepeat,[],this),this._tickScheduled=!0))},a.prototype._tick=function(){if(this.isPaused||this.isFinished)return!1;var e=null,t=Math.min(this.max,this.index+16384);if(this.index>=this.max)return this.end();switch(this.type){case`string`:e=this.data.substring(this.index,t);break;case`uint8array`:e=this.data.subarray(this.index,t);break;case`array`:case`nodebuffer`:e=this.data.slice(this.index,t)}return this.index=t,this.push({data:e,meta:{percent:this.max?this.index/this.max*100:0}})},t.exports=a},{"../utils":32,"./GenericWorker":28}],28:[function(e,t,n){function r(e){this.name=e||`default`,this.streamInfo={},this.generatedError=null,this.extraStreamInfo={},this.isPaused=!0,this.isFinished=!1,this.isLocked=!1,this._listeners={data:[],end:[],error:[]},this.previous=null}r.prototype={push:function(e){this.emit(`data`,e)},end:function(){if(this.isFinished)return!1;this.flush();try{this.emit(`end`),this.cleanUp(),this.isFinished=!0}catch(e){this.emit(`error`,e)}return!0},error:function(e){return!this.isFinished&&(this.isPaused?this.generatedError=e:(this.isFinished=!0,this.emit(`error`,e),this.previous&&this.previous.error(e),this.cleanUp()),!0)},on:function(e,t){return this._listeners[e].push(t),this},cleanUp:function(){this.streamInfo=this.generatedError=this.extraStreamInfo=null,this._listeners=[]},emit:function(e,t){if(this._listeners[e])for(var n=0;n `+e:e}},t.exports=r},{}],29:[function(e,t,n){var r=e(`../utils`),i=e(`./ConvertWorker`),a=e(`./GenericWorker`),o=e(`../base64`),s=e(`../support`),c=e(`../external`),l=null;if(s.nodestream)try{l=e(`../nodejs/NodejsStreamOutputAdapter`)}catch{}function u(e,t){return new c.Promise(function(n,i){var a=[],s=e._internalType,c=e._outputType,l=e._mimeType;e.on(`data`,function(e,n){a.push(e),t&&t(n)}).on(`error`,function(e){a=[],i(e)}).on(`end`,function(){try{n(function(e,t,n){switch(e){case`blob`:return r.newBlob(r.transformTo(`arraybuffer`,t),n);case`base64`:return o.encode(t);default:return r.transformTo(e,t)}}(c,function(e,t){var n,r=0,i=null,a=0;for(n=0;n`u`)n.blob=!1;else{var r=new ArrayBuffer(0);try{n.blob=new Blob([r],{type:`application/zip`}).size===0}catch{try{var 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t,n,i,a,o=e.length,c=Array(2*o);for(t=n=0;t>10&1023,c[n++]=56320|1023&i)}return c.length!==n&&(c.subarray?c=c.subarray(0,n):c.length=n),r.applyFromCharCode(c)}(e=r.transformTo(i.uint8array?`uint8array`:`array`,e))},r.inherits(l,o),l.prototype.processChunk=function(e){var t=r.transformTo(i.uint8array?`uint8array`:`array`,e.data);if(this.leftOver&&this.leftOver.length){if(i.uint8array){var a=t;(t=new Uint8Array(a.length+this.leftOver.length)).set(this.leftOver,0),t.set(a,this.leftOver.length)}else t=this.leftOver.concat(t);this.leftOver=null}var o=function(e,t){var n;for((t||=e.length)>e.length&&(t=e.length),n=t-1;0<=n&&(192&e[n])==128;)n--;return n<0||n===0?t:n+s[e[n]]>t?n:t}(t),c=t;o!==t.length&&(i.uint8array?(c=t.subarray(0,o),this.leftOver=t.subarray(o,t.length)):(c=t.slice(0,o),this.leftOver=t.slice(o,t.length))),this.push({data:n.utf8decode(c),meta:e.meta})},l.prototype.flush=function(){this.leftOver&&this.leftOver.length&&(this.push({data:n.utf8decode(this.leftOver),meta:{}}),this.leftOver=null)},n.Utf8DecodeWorker=l,r.inherits(u,o),u.prototype.processChunk=function(e){this.push({data:n.utf8encode(e.data),meta:e.meta})},n.Utf8EncodeWorker=u},{"./nodejsUtils":14,"./stream/GenericWorker":28,"./support":30,"./utils":32}],32:[function(e,t,n){var r=e(`./support`),i=e(`./base64`),a=e(`./nodejsUtils`),o=e(`./external`);function s(e){return e}function c(e,t){for(var n=0;n>8;this.dir=!!(16&this.externalFileAttributes),e==0&&(this.dosPermissions=63&this.externalFileAttributes),e==3&&(this.unixPermissions=this.externalFileAttributes>>16&65535),this.dir||this.fileNameStr.slice(-1)!==`/`||(this.dir=!0)},parseZIP64ExtraField:function(){if(this.extraFields[1]){var e=r(this.extraFields[1].value);this.uncompressedSize===i.MAX_VALUE_32BITS&&(this.uncompressedSize=e.readInt(8)),this.compressedSize===i.MAX_VALUE_32BITS&&(this.compressedSize=e.readInt(8)),this.localHeaderOffset===i.MAX_VALUE_32BITS&&(this.localHeaderOffset=e.readInt(8)),this.diskNumberStart===i.MAX_VALUE_32BITS&&(this.diskNumberStart=e.readInt(4))}},readExtraFields:function(e){var t,n,r,i=e.index+this.extraFieldsLength;for(this.extraFields||={};e.index+4>>6:(n<65536?t[o++]=224|n>>>12:(t[o++]=240|n>>>18,t[o++]=128|n>>>12&63),t[o++]=128|n>>>6&63),t[o++]=128|63&n);return t},n.buf2binstring=function(e){return c(e,e.length)},n.binstring2buf=function(e){for(var t=new 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t,n,r,a,c,l,u,d,f,p,m=e.w_size;do{if(a=e.window_size-e.lookahead-e.strstart,e.strstart>=m+(m-T)){for(i.arraySet(e.window,e.window,m,m,0),e.match_start-=m,e.strstart-=m,e.block_start-=m,t=n=e.hash_size;r=e.head[--t],e.head[t]=m<=r?r-m:0,--n;);for(t=n=m;r=e.prev[--t],e.prev[t]=m<=r?r-m:0,--n;);a+=m}if(e.strm.avail_in===0)break;if(l=e.strm,u=e.window,d=e.strstart+e.lookahead,f=a,p=void 0,p=l.avail_in,f=C)for(c=e.strstart-e.insert,e.ins_h=e.window[c],e.ins_h=(e.ins_h<=C&&(e.ins_h=(e.ins_h<=C)if(r=a._tr_tally(e,e.strstart-e.match_start,e.match_length-C),e.lookahead-=e.match_length,e.match_length<=e.max_lazy_match&&e.lookahead>=C){for(e.match_length--;e.strstart++,e.ins_h=(e.ins_h<=C&&(e.ins_h=(e.ins_h<=C&&e.match_length<=e.prev_length){for(i=e.strstart+e.lookahead-C,r=a._tr_tally(e,e.strstart-1-e.prev_match,e.prev_length-C),e.lookahead-=e.prev_length-1,e.prev_length-=2;++e.strstart<=i&&(e.ins_h=(e.ins_h<e.pending_buf_size-5&&(n=e.pending_buf_size-5);;){if(e.lookahead<=1){if(B(e),e.lookahead===0&&t===l)return O;if(e.lookahead===0)break}e.strstart+=e.lookahead,e.lookahead=0;var r=e.block_start+n;if((e.strstart===0||e.strstart>=r)&&(e.lookahead=e.strstart-r,e.strstart=r,I(e,!1),e.strm.avail_out===0)||e.strstart-e.block_start>=e.w_size-T&&(I(e,!1),e.strm.avail_out===0))return O}return e.insert=0,t===u?(I(e,!0),e.strm.avail_out===0?A:j):(e.strstart>e.block_start&&(I(e,!1),e.strm.avail_out),O)}),new U(4,4,8,4,V),new U(4,5,16,8,V),new U(4,6,32,32,V),new U(4,4,16,16,H),new U(8,16,32,32,H),new U(8,16,128,128,H),new U(8,32,128,256,H),new U(32,128,258,1024,H),new U(32,258,258,4096,H)],n.deflateInit=function(e,t){return K(e,t,g,15,8,0)},n.deflateInit2=K,n.deflateReset=G,n.deflateResetKeep=W,n.deflateSetHeader=function(e,t){return e&&e.state&&e.state.wrap===2?(e.state.gzhead=t,d):f},n.deflate=function(e,t){var n,i,o,c;if(!e||!e.state||5>8&255),L(i,i.gzhead.time>>16&255),L(i,i.gzhead.time>>24&255),L(i,i.level===9?2:2<=i.strategy||i.level<2?4:0),L(i,255&i.gzhead.os),i.gzhead.extra&&i.gzhead.extra.length&&(L(i,255&i.gzhead.extra.length),L(i,i.gzhead.extra.length>>8&255)),i.gzhead.hcrc&&(e.adler=s(e.adler,i.pending_buf,i.pending,0)),i.gzindex=0,i.status=69):(L(i,0),L(i,0),L(i,0),L(i,0),L(i,0),L(i,i.level===9?2:2<=i.strategy||i.level<2?4:0),L(i,3),i.status=D);else{var p=g+(i.w_bits-8<<4)<<8;p|=(2<=i.strategy||i.level<2?0:i.level<6?1:i.level===6?2:3)<<6,i.strstart!==0&&(p|=32),p+=31-p%31,i.status=D,R(i,p),i.strstart!==0&&(R(i,e.adler>>>16),R(i,65535&e.adler)),e.adler=1}if(i.status===69)if(i.gzhead.extra){for(o=i.pending;i.gzindex<(65535&i.gzhead.extra.length)&&(i.pending!==i.pending_buf_size||(i.gzhead.hcrc&&i.pending>o&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),F(e),o=i.pending,i.pending!==i.pending_buf_size));)L(i,255&i.gzhead.extra[i.gzindex]),i.gzindex++;i.gzhead.hcrc&&i.pending>o&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),i.gzindex===i.gzhead.extra.length&&(i.gzindex=0,i.status=73)}else i.status=73;if(i.status===73)if(i.gzhead.name){o=i.pending;do{if(i.pending===i.pending_buf_size&&(i.gzhead.hcrc&&i.pending>o&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),F(e),o=i.pending,i.pending===i.pending_buf_size)){c=1;break}c=i.gzindexo&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),c===0&&(i.gzindex=0,i.status=91)}else i.status=91;if(i.status===91)if(i.gzhead.comment){o=i.pending;do{if(i.pending===i.pending_buf_size&&(i.gzhead.hcrc&&i.pending>o&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),F(e),o=i.pending,i.pending===i.pending_buf_size)){c=1;break}c=i.gzindexo&&(e.adler=s(e.adler,i.pending_buf,i.pending-o,o)),c===0&&(i.status=103)}else i.status=103;if(i.status===103&&(i.gzhead.hcrc?(i.pending+2>i.pending_buf_size&&F(e),i.pending+2<=i.pending_buf_size&&(L(i,255&e.adler),L(i,e.adler>>8&255),e.adler=0,i.status=D)):i.status=D),i.pending!==0){if(F(e),e.avail_out===0)return i.last_flush=-1,d}else if(e.avail_in===0&&N(t)<=N(n)&&t!==u)return M(e,-5);if(i.status===666&&e.avail_in!==0)return M(e,-5);if(e.avail_in!==0||i.lookahead!==0||t!==l&&i.status!==666){var m=i.strategy===2?function(e,t){for(var n;;){if(e.lookahead===0&&(B(e),e.lookahead===0)){if(t===l)return O;break}if(e.match_length=0,n=a._tr_tally(e,0,e.window[e.strstart]),e.lookahead--,e.strstart++,n&&(I(e,!1),e.strm.avail_out===0))return O}return e.insert=0,t===u?(I(e,!0),e.strm.avail_out===0?A:j):e.last_lit&&(I(e,!1),e.strm.avail_out===0)?O:k}(i,t):i.strategy===3?function(e,t){for(var n,r,i,o,s=e.window;;){if(e.lookahead<=w){if(B(e),e.lookahead<=w&&t===l)return O;if(e.lookahead===0)break}if(e.match_length=0,e.lookahead>=C&&0e.lookahead&&(e.match_length=e.lookahead)}if(e.match_length>=C?(n=a._tr_tally(e,1,e.match_length-C),e.lookahead-=e.match_length,e.strstart+=e.match_length,e.match_length=0):(n=a._tr_tally(e,0,e.window[e.strstart]),e.lookahead--,e.strstart++),n&&(I(e,!1),e.strm.avail_out===0))return O}return e.insert=0,t===u?(I(e,!0),e.strm.avail_out===0?A:j):e.last_lit&&(I(e,!1),e.strm.avail_out===0)?O:k}(i,t):r[i.level].func(i,t);if(m!==A&&m!==j||(i.status=666),m===O||m===A)return e.avail_out===0&&(i.last_flush=-1),d;if(m===k&&(t===1?a._tr_align(i):t!==5&&(a._tr_stored_block(i,0,0,!1),t===3&&(P(i.head),i.lookahead===0&&(i.strstart=0,i.block_start=0,i.insert=0))),F(e),e.avail_out===0))return i.last_flush=-1,d}return t===u?i.wrap<=0?1:(i.wrap===2?(L(i,255&e.adler),L(i,e.adler>>8&255),L(i,e.adler>>16&255),L(i,e.adler>>24&255),L(i,255&e.total_in),L(i,e.total_in>>8&255),L(i,e.total_in>>16&255),L(i,e.total_in>>24&255)):(R(i,e.adler>>>16),R(i,65535&e.adler)),F(e),0=n.w_size&&(s===0&&(P(n.head),n.strstart=0,n.block_start=0,n.insert=0),p=new i.Buf8(n.w_size),i.arraySet(p,t,m-n.w_size,n.w_size,0),t=p,m=n.w_size),c=e.avail_in,l=e.next_in,u=e.input,e.avail_in=m,e.next_in=0,e.input=t,B(n);n.lookahead>=C;){for(r=n.strstart,a=n.lookahead-(C-1);n.ins_h=(n.ins_h<>>=b=y>>>24,m-=b,(b=y>>>16&255)==0)E[a++]=65535&y;else{if(!(16&b)){if(!(64&b)){y=h[(65535&y)+(p&(1<>>=b,m-=b),m<15&&(p+=T[r++]<>>=b=y>>>24,m-=b,!(16&(b=y>>>16&255))){if(!(64&b)){y=g[(65535&y)+(p&(1<>>=b,m-=b,(b=a-o)>3,p&=(1<<(m-=x<<3))-1,e.next_in=r,e.next_out=a,e.avail_in=r>>24&255)+(e>>>8&65280)+((65280&e)<<8)+((255&e)<<24)}function g(){this.mode=0,this.last=!1,this.wrap=0,this.havedict=!1,this.flags=0,this.dmax=0,this.check=0,this.total=0,this.head=null,this.wbits=0,this.wsize=0,this.whave=0,this.wnext=0,this.window=null,this.hold=0,this.bits=0,this.length=0,this.offset=0,this.extra=0,this.lencode=null,this.distcode=null,this.lenbits=0,this.distbits=0,this.ncode=0,this.nlen=0,this.ndist=0,this.have=0,this.next=null,this.lens=new r.Buf16(320),this.work=new r.Buf16(288),this.lendyn=null,this.distdyn=null,this.sane=0,this.back=0,this.was=0}function _(e){var t;return e&&e.state?(t=e.state,e.total_in=e.total_out=t.total=0,e.msg=``,t.wrap&&(e.adler=1&t.wrap),t.mode=f,t.last=0,t.havedict=0,t.dmax=32768,t.head=null,t.hold=0,t.bits=0,t.lencode=t.lendyn=new r.Buf32(p),t.distcode=t.distdyn=new r.Buf32(m),t.sane=1,t.back=-1,u):d}function v(e){var t;return e&&e.state?((t=e.state).wsize=0,t.whave=0,t.wnext=0,_(e)):d}function y(e,t){var n,r;return e&&e.state?(r=e.state,t<0?(n=0,t=-t):(n=1+(t>>4),t<48&&(t&=15)),t&&(t<8||15=o.wsize?(r.arraySet(o.window,t,n-o.wsize,o.wsize,0),o.wnext=0,o.whave=o.wsize):(i<(a=o.wsize-o.wnext)&&(a=i),r.arraySet(o.window,t,n-i,a,o.wnext),(i-=a)?(r.arraySet(o.window,t,n-i,i,0),o.wnext=i,o.whave=o.wsize):(o.wnext+=a,o.wnext===o.wsize&&(o.wnext=0),o.whave>>8&255,n.check=a(n.check,B,2,0),x=b=0,n.mode=2;break}if(n.flags=0,n.head&&(n.head.done=!1),!(1&n.wrap)||(((255&b)<<8)+(b>>8))%31){e.msg=`incorrect header check`,n.mode=30;break}if((15&b)!=8){e.msg=`unknown compression method`,n.mode=30;break}if(x-=4,F=8+(15&(b>>>=4)),n.wbits===0)n.wbits=F;else if(F>n.wbits){e.msg=`invalid window size`,n.mode=30;break}n.dmax=1<>8&1),512&n.flags&&(B[0]=255&b,B[1]=b>>>8&255,n.check=a(n.check,B,2,0)),x=b=0,n.mode=3;case 3:for(;x<32;){if(v===0)break e;v--,b+=p[g++]<>>8&255,B[2]=b>>>16&255,B[3]=b>>>24&255,n.check=a(n.check,B,4,0)),x=b=0,n.mode=4;case 4:for(;x<16;){if(v===0)break e;v--,b+=p[g++]<>8),512&n.flags&&(B[0]=255&b,B[1]=b>>>8&255,n.check=a(n.check,B,2,0)),x=b=0,n.mode=5;case 5:if(1024&n.flags){for(;x<16;){if(v===0)break e;v--,b+=p[g++]<>>8&255,n.check=a(n.check,B,2,0)),x=b=0}else n.head&&(n.head.extra=null);n.mode=6;case 6:if(1024&n.flags&&(v<(E=n.length)&&(E=v),E&&(n.head&&(F=n.head.extra_len-n.length,n.head.extra||(n.head.extra=Array(n.head.extra_len)),r.arraySet(n.head.extra,p,g,E,F)),512&n.flags&&(n.check=a(n.check,p,E,g)),v-=E,g+=E,n.length-=E),n.length))break e;n.length=0,n.mode=7;case 7:if(2048&n.flags){if(v===0)break e;for(E=0;F=p[g+ E++],n.head&&F&&n.length<65536&&(n.head.name+=String.fromCharCode(F)),F&&E>9&1,n.head.done=!0),e.adler=n.check=0,n.mode=12;break;case 10:for(;x<32;){if(v===0)break e;v--,b+=p[g++]<>>=7&x,x-=7&x,n.mode=27;break}for(;x<3;){if(v===0)break e;v--,b+=p[g++]<>>=1)){case 0:n.mode=14;break;case 1:if(w(n),n.mode=20,t!==6)break;b>>>=2,x-=2;break e;case 2:n.mode=17;break;case 3:e.msg=`invalid block type`,n.mode=30}b>>>=2,x-=2;break;case 14:for(b>>>=7&x,x-=7&x;x<32;){if(v===0)break e;v--,b+=p[g++]<>>16^65535)){e.msg=`invalid stored block lengths`,n.mode=30;break}if(n.length=65535&b,x=b=0,n.mode=15,t===6)break e;case 15:n.mode=16;case 16:if(E=n.length){if(v>>=5,x-=5,n.ndist=1+(31&b),b>>>=5,x-=5,n.ncode=4+(15&b),b>>>=4,x-=4,286>>=3,x-=3}for(;n.have<19;)n.lens[V[n.have++]]=0;if(n.lencode=n.lendyn,n.lenbits=7,L={bits:n.lenbits},I=s(0,n.lens,0,19,n.lencode,0,n.work,L),n.lenbits=L.bits,I){e.msg=`invalid code lengths set`,n.mode=30;break}n.have=0,n.mode=19;case 19:for(;n.have>>16&255,j=65535&z,!((k=z>>>24)<=x);){if(v===0)break e;v--,b+=p[g++]<>>=k,x-=k,n.lens[n.have++]=j;else{if(j===16){for(R=k+2;x>>=k,x-=k,n.have===0){e.msg=`invalid bit length repeat`,n.mode=30;break}F=n.lens[n.have-1],E=3+(3&b),b>>>=2,x-=2}else if(j===17){for(R=k+3;x>>=k)),b>>>=3,x-=3}else{for(R=k+7;x>>=k)),b>>>=7,x-=7}if(n.have+E>n.nlen+n.ndist){e.msg=`invalid bit length 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e;v--,b+=p[g++]<>>=M,x-=M,n.back+=M}if(b>>>=k,x-=k,n.back+=k,n.length=j,A===0){n.mode=26;break}if(32&A){n.back=-1,n.mode=12;break}if(64&A){e.msg=`invalid literal/length code`,n.mode=30;break}n.extra=15&A,n.mode=22;case 22:if(n.extra){for(R=n.extra;x>>=n.extra,x-=n.extra,n.back+=n.extra}n.was=n.length,n.mode=23;case 23:for(;A=(z=n.distcode[b&(1<>>16&255,j=65535&z,!((k=z>>>24)<=x);){if(v===0)break e;v--,b+=p[g++]<>M)])>>>16&255,j=65535&z,!(M+(k=z>>>24)<=x);){if(v===0)break e;v--,b+=p[g++]<>>=M,x-=M,n.back+=M}if(b>>>=k,x-=k,n.back+=k,64&A){e.msg=`invalid distance code`,n.mode=30;break}n.offset=j,n.extra=15&A,n.mode=24;case 24:if(n.extra){for(R=n.extra;x>>=n.extra,x-=n.extra,n.back+=n.extra}if(n.offset>n.dmax){e.msg=`invalid distance too far back`,n.mode=30;break}n.mode=25;case 25:if(y===0)break e;if(E=C-y,n.offset>E){if((E=n.offset-E)>n.whave&&n.sane){e.msg=`invalid distance too far back`,n.mode=30;break}D=E>n.wnext?(E-=n.wnext,n.wsize-E):n.wnext-E,E>n.length&&(E=n.length),O=n.window}else O=m,D=_-n.offset,E=n.length;for(yv?(b=L[R+d[w]],N[P+d[w]]):(b=96,0),p=1<>k)+(m-=p)]=y<<24|b<<16|x|0,m!==0;);for(p=1<>=1;if(p===0?M=0:(M&=p-1,M+=p),w++,--F[C]==0){if(C===E)break;C=t[n+d[w]]}if(D>>7)]}function L(e,t){e.pending_buf[e.pending++]=255&t,e.pending_buf[e.pending++]=t>>>8&255}function R(e,t,n){e.bi_valid>h-n?(e.bi_buf|=t<>h-e.bi_valid,e.bi_valid+=n-h):(e.bi_buf|=t<>>=1,n<<=1,0<--t;);return n>>>1}function V(e,t,n){var r,i,a=Array(m+1),o=0;for(r=1;r<=m;r++)a[r]=o=o+n[r-1]<<1;for(i=0;i<=t;i++){var s=e[2*i+1];s!==0&&(e[2*i]=B(a[s]++,s))}}function H(e){var t;for(t=0;t>1;1<=n;n--)W(e,a,n);for(i=c;n=e.heap[1],e.heap[1]=e.heap[e.heap_len--],W(e,a,1),r=e.heap[1],e.heap[--e.heap_max]=n,e.heap[--e.heap_max]=r,a[2*i]=a[2*n]+a[2*r],e.depth[i]=(e.depth[n]>=e.depth[r]?e.depth[n]:e.depth[r])+1,a[2*n+1]=a[2*r+1]=i,e.heap[1]=i++,W(e,a,1),2<=e.heap_len;);e.heap[--e.heap_max]=e.heap[1],function(e,t){var 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Từ giờ nút này sẽ được dùng để chuyển chương.'; + + cleanup(); + + setTimeout(() => { + banner.remove(); + }, 2500); + }; + + const cleanup = () => { + document.removeEventListener('mouseover', onMouseOver, true); + document.removeEventListener('mouseout', onMouseOut, true); + document.removeEventListener('click', onClick, true); + if (hoveredEl) { + hoveredEl.style.outline = origOutline; + } + }; + + document.addEventListener('mouseover', onMouseOver, true); + document.addEventListener('mouseout', onMouseOut, true); + document.addEventListener('click', onClick, true); + + document.getElementById('__cancel_teach_next').onclick = () => { + cleanup(); + banner.remove(); + }; + } + }; + + // ========================================================= + // 2. TRANSLATOR ENGINE + // ========================================================= + window.__transPromises = {}; + window.__transId = 0; + window.__receiveTranslations = (id, results) => { + if (window.__transPromises[id]) { + window.__transPromises[id](results); + delete window.__transPromises[id]; + } + }; + + async function translateNodes(nodes) { + const texts = nodes.map(n => n.nodeValue); + try { + const id = window.__transId++; + const translations = await new Promise((resolve) => { + window.__transPromises[id] = resolve; + console.log('[TRANSLATE_REQ]' + JSON.stringify({ id, texts })); + setTimeout(() => { + if (window.__transPromises[id]) { + window.__transPromises[id]([]); + delete window.__transPromises[id]; + } + }, 10000); + }); + + if (translations && translations.length === nodes.length) { + if (window.__autoTranslateObserver) window.__autoTranslateObserver.disconnect(); + translations.forEach((trans, idx) => { + const node = nodes[idx]; + if (node && trans) { + if (!${JSON.parse(a).typewriterEffect===!0} || trans.length < 5) { + node.nodeValue = trans; + return; + } + const words = trans.split(/(?<=\\s+)/); + node.nodeValue = ""; + let i = 0; + function typeWriter() { + if (i < words.length) { + node.nodeValue += words[i]; i++; + requestAnimationFrame(() => setTimeout(typeWriter, 5)); + } + } + typeWriter(); + } + }); + if (window.__autoTranslateObserver) { + window.__autoTranslateObserver.observe(document.body, { childList: true, subtree: true, characterData: true }); + } + } + return translations; + } catch(e) { console.error('Translate API Error:', e); return []; } + } + + const queue = []; + let timeout = null; + let isProcessing = false; + + const processQueue = () => { + if (queue.length > 0 && !isProcessing && window.__autoTranslateEnabled) { + isProcessing = true; + const batch = queue.splice(0, 100); + translateNodes(batch).finally(() => { + isProcessing = false; + if (queue.length > 0) setTimeout(processQueue, 100); + else { + clearTimeout(window.__translateCompleteTimeout); + window.__translateCompleteTimeout = setTimeout(() => { + console.log('[Translation Complete]'); + }, 800); + } + }); + } + }; + + const collectNodes = (root) => { + if (!window.__autoTranslateEnabled) return; + const nodes = []; const stack = [root]; + while (stack.length > 0) { + const node = stack.pop(); if (!node) continue; + if (node.nodeType === 3) { + const val = node.__original_chinese__ || node.nodeValue; + if (val && /[\\u4e00-\\u9fa5]/.test(val)) { + const tag = node.parentNode?.nodeName; + if (tag !== 'SCRIPT' && tag !== 'STYLE' && tag !== 'NOSCRIPT') { + if (!node.__original_chinese__) node.__original_chinese__ = val; + nodes.push(node); + } + } + } else { + if (node.shadowRoot) stack.push(node.shadowRoot); + let child = node.lastChild; while (child) { stack.push(child); child = child.previousSibling; } + } + } + if (nodes.length > 0) { + queue.push(...nodes); + if (!timeout) timeout = setTimeout(() => { timeout = null; processQueue(); }, 200); + } + }; + + window.__autoTranslateObserver = new MutationObserver((mutations) => { + if (!window.__autoTranslateEnabled) return; + mutations.forEach(m => { + if (m.type === 'characterData') { + if (m.target.nodeType === 3) collectNodes(m.target); + } else if (m.type === 'childList') { + m.addedNodes.forEach(node => { + if (node.nodeType === 1 || node.nodeType === 3) collectNodes(node); + }); + } + }); + }); + window.__autoTranslateObserver.observe(document.body, { childList: true, subtree: true, characterData: true }); + + window.toggleAutoTranslate = (enabled) => { + window.__autoTranslateEnabled = enabled; + if (enabled) collectNodes(document.body); + return enabled; + }; + + // Monitor Scroll for AutoNext (Only if TTS is not active) + window.addEventListener('scroll', () => { + if (window.__autoTranslateEnabled && !window.isTtsPlaying) { + window.__TienHiepHelpers.checkAndTriggerAutoNext(false); + } + }); + } + `;r.addEventListener(`dom-ready`,()=>{let n=h.current[t.id]||!1;r.executeJavaScript(o+` + if (${n} && window.toggleAutoTranslate) { + window.toggleAutoTranslate(true); + } + `),g.current[t.id]&&(n?setTimeout(()=>{g.current[t.id]&&e(t.id,r)},4500):setTimeout(()=>{g.current[t.id]&&e(t.id,r)},1200))}),r.__translateScript=o}})},[t]),S.useEffect(()=>{if(ls)return;let e=async e=>{let{type:t,payload:r,tabId:i,url:a,text:s,title:c}=e.data||{};if(!t)return;let l=i||_.current;if(l)if(t===`IFRAME_READY`){let e=document.getElementById(`global-wv-`+l);if(e&&e.contentWindow){let t=localStorage.getItem(`translationSettings`)||`{}`,n=` + if (!window.__translatorInitialized) { + window.__translatorInitialized = true; + window.__autoTranslateEnabled = false; + window.isTtsPlaying = false; + + window.__TienHiepHelpers = { + extractCleanChapterText: () => { + const SELECTORS = { + "qidian.com": ".read-content, #read-content", + "fanqie.com": ".muye-reader-content-novel", + "truyenfull.vn": "#chapter-c, .chapter-c", + "tangthuvien.vn": ".box-chap, #chapter-content", + "metruyenchu.com.vn": "#chapter-detail", + "hjwzw.com": "#content, .content", + "tw.hjwzw.com": "#content, .content", + "uukanshu.com": "#contentbox", + "69shuba.com": ".txtnav", + "biquge": ".showtxt, #content" + }; + const host = window.location.hostname; + let mainEl = null; + for (const [domain, selector] of Object.entries(SELECTORS)) { + if (host.includes(domain)) { + const els = selector.split(',').map(s => s.trim()); + for (const sel of els) { + mainEl = document.querySelector(sel); + if (mainEl) break; + } + } + if (mainEl) break; + } + if (!mainEl) { + const article = document.querySelector('article'); + if (article) mainEl = article; + } + if (!mainEl) { + const contentDivs = Array.from(document.querySelectorAll('div')).filter(d => { + const id = d.id.toLowerCase(); + const cls = d.className.toLowerCase(); + return id.includes('content') || id.includes('chapter') || id.includes('novel') || + cls.includes('content') || cls.includes('chapter') || cls.includes('novel'); + }); + if (contentDivs.length > 0) { + mainEl = contentDivs.reduce((a, b) => (a.innerText.length > b.innerText.length ? a : b)); + } + } + if (!mainEl) mainEl = document.body; + const clone = mainEl.cloneNode(true); + clone.querySelectorAll('script, style, iframe, button, a, .ads, .advertisement, .comment, .social-share, .footer, .header, [id*="google_ads"]').forEach(el => el.remove()); + let cleanText = clone.innerText || ''; + cleanText = cleanText.replace(/\\\\n+/g, '\\\\n').replace(/\\\\s+/g, ' ').trim(); + return { title: document.title, text: cleanText }; + }, + collectTextNodes: (root) => { + const nodes = []; const stack = [root]; + while (stack.length > 0) { + const node = stack.pop(); if (!node) continue; + if (node.nodeType === 3) { + const val = node.__original_chinese__ || node.nodeValue; + if (val && /[\\\\u4e00-\\\\u9fa5]/.test(val)) { + if (!node.__original_chinese__) node.__original_chinese__ = val; + nodes.push(node); + } + } else { + if (node.shadowRoot) stack.push(node.shadowRoot); + let child = node.lastChild; while (child) { stack.push(child); child = child.previousSibling; } + } + } + return nodes; + }, + checkAndTriggerAutoNext: (force) => { + const text = document.body.innerText; + const hasNextKeywords = text.includes('Chương sau') || text.includes('Next Chapter') || text.includes('下一章') || text.includes('下一页'); + if (!hasNextKeywords && !force) return; + const nextBtn = Array.from(document.querySelectorAll('a, button, span')).find(el => { + const t = el.innerText ? el.innerText.trim() : ''; + return t === 'Chương sau' || t === 'Next Chapter' || t === '下一章' || t === '下一页' || t.includes('Chương tiếp') || t.includes('Tập tiếp'); + }); + if (nextBtn) { + nextBtn.click(); + } else { + const customSelector = localStorage.getItem('__tienhiep_custom_next_selector'); + const customText = localStorage.getItem('__tienhiep_custom_next_text'); + if (customSelector) { + const btn = document.querySelector(customSelector); + if (btn) { btn.click(); return; } + } + if (customText) { + const btn = Array.from(document.querySelectorAll('a, button, span')).find(el => el.innerText && el.innerText.trim() === customText); + if (btn) btn.click(); + } + } + }, + startTeachNextMode: () => { + const banner = document.createElement('div'); + banner.id = '__tienhiep_teach_banner'; + banner.style.position = 'fixed'; + banner.style.bottom = '10px'; + banner.style.left = '50%'; + banner.style.transform = 'translateX(-50%)'; + banner.style.background = 'linear-gradient(135deg, #4f46e5, #3730a3)'; + banner.style.color = '#fff'; + banner.style.padding = '8px 16px'; + banner.style.borderRadius = '20px'; + banner.style.fontSize = '12px'; + banner.style.zIndex = '999999'; + banner.style.boxShadow = '0 4px 12px rgba(0,0,0,0.3)'; 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\ No newline at end of file diff --git a/frontend-web/dist/index.html b/frontend-web/dist/index.html new file mode 100644 index 0000000000000000000000000000000000000000..5db198ba4966bd7480ca51bc58cd3457e518a428 --- /dev/null +++ b/frontend-web/dist/index.html @@ -0,0 +1,66 @@ + + + + + + + + + + + + Tiên Hiệp AI - Kho Truyện Dịch & Nghe Đọc AI Đỉnh Cao + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/VERSION b/matcha_inference_standalone/Matcha-TTS/matcha/VERSION new file mode 100644 index 0000000000000000000000000000000000000000..4d81495bd7367495f8513dbbb131dbb70f656200 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/VERSION @@ -0,0 +1 @@ +0.0.7.2 diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/config.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/config.py new file mode 100644 index 0000000000000000000000000000000000000000..b3abea9e151a08864353d32066bd4935e24b82e7 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/config.py @@ -0,0 +1,28 @@ +v1 = { + "resblock": "1", + "num_gpus": 0, + "batch_size": 16, + "learning_rate": 0.0004, + "adam_b1": 0.8, + "adam_b2": 0.99, + "lr_decay": 0.999, + "seed": 1234, + "upsample_rates": [8, 8, 2, 2], + "upsample_kernel_sizes": [16, 16, 4, 4], + "upsample_initial_channel": 512, + "resblock_kernel_sizes": [3, 7, 11], + "resblock_dilation_sizes": [[1, 3, 5], [1, 3, 5], [1, 3, 5]], + "resblock_initial_channel": 256, + "segment_size": 8192, + "num_mels": 80, + "num_freq": 1025, + "n_fft": 1024, + "hop_size": 256, + "win_size": 1024, + "sampling_rate": 22050, + "fmin": 0, + "fmax": 8000, + "fmax_loss": None, + "num_workers": 4, + "dist_config": {"dist_backend": "nccl", "dist_url": "tcp://localhost:54321", "world_size": 1}, +} diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/denoiser.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/denoiser.py new file mode 100644 index 0000000000000000000000000000000000000000..452be6a9a168a390af759725728abfb10a6c6c0a --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/denoiser.py @@ -0,0 +1,68 @@ +# Code modified from Rafael Valle's implementation https://github.com/NVIDIA/waveglow/blob/5bc2a53e20b3b533362f974cfa1ea0267ae1c2b1/denoiser.py + +"""Waveglow style denoiser can be used to remove the artifacts from the HiFiGAN generated audio.""" +import torch + + +class ModeException(Exception): + pass + + +class Denoiser(torch.nn.Module): + """Removes model bias from audio produced with waveglow""" + + def __init__(self, vocoder, filter_length=1024, n_overlap=4, win_length=1024, mode="zeros"): + super().__init__() + self.filter_length = filter_length + self.hop_length = int(filter_length / n_overlap) + self.win_length = win_length + + dtype, device = next(vocoder.parameters()).dtype, next(vocoder.parameters()).device + self.device = device + if mode == "zeros": + mel_input = torch.zeros((1, 80, 88), dtype=dtype, device=device) + elif mode == "normal": + mel_input = torch.randn((1, 80, 88), dtype=dtype, device=device) + else: + raise ModeException(f"Mode {mode} if not supported") + + def stft_fn(audio, n_fft, hop_length, win_length, window): + spec = torch.stft( + audio, + n_fft=n_fft, + hop_length=hop_length, + win_length=win_length, + window=window, + return_complex=True, + ) + spec = torch.view_as_real(spec) + return torch.sqrt(spec.pow(2).sum(-1)), torch.atan2(spec[..., -1], spec[..., 0]) + + self.stft = lambda x: stft_fn( + audio=x, + n_fft=self.filter_length, + hop_length=self.hop_length, + win_length=self.win_length, + window=torch.hann_window(self.win_length, device=device), + ) + self.istft = lambda x, y: torch.istft( + torch.complex(x * torch.cos(y), x * torch.sin(y)), + n_fft=self.filter_length, + hop_length=self.hop_length, + win_length=self.win_length, + window=torch.hann_window(self.win_length, device=device), + ) + + with torch.no_grad(): + bias_audio = vocoder(mel_input).float().squeeze(0) + bias_spec, _ = self.stft(bias_audio) + + self.register_buffer("bias_spec", bias_spec[:, :, 0][:, :, None]) + + @torch.inference_mode() + def forward(self, audio, strength=0.0005): + audio_spec, audio_angles = self.stft(audio) + audio_spec_denoised = audio_spec - self.bias_spec.to(audio.device) * strength + audio_spec_denoised = torch.clamp(audio_spec_denoised, 0.0) + audio_denoised = self.istft(audio_spec_denoised, audio_angles) + return audio_denoised diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/env.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/env.py new file mode 100644 index 0000000000000000000000000000000000000000..9ea4f948a3f002921bf9bc24f52cbc1c0b1fc2ec --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/env.py @@ -0,0 +1,17 @@ +""" from https://github.com/jik876/hifi-gan """ + +import os +import shutil + + +class AttrDict(dict): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.__dict__ = self + + +def build_env(config, config_name, path): + t_path = os.path.join(path, config_name) + if config != t_path: + os.makedirs(path, exist_ok=True) + shutil.copyfile(config, os.path.join(path, config_name)) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/meldataset.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/meldataset.py new file mode 100644 index 0000000000000000000000000000000000000000..d1b3a90484b82a4a1a51f387950bad71c464ad49 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/meldataset.py @@ -0,0 +1,217 @@ +""" from https://github.com/jik876/hifi-gan """ + +import math +import os +import random + +import numpy as np +import torch +import torch.utils.data +from librosa.filters import mel as librosa_mel_fn +from librosa.util import normalize +from scipy.io.wavfile import read + +MAX_WAV_VALUE = 32768.0 + + +def load_wav(full_path): + sampling_rate, data = read(full_path) + return data, sampling_rate + + +def dynamic_range_compression(x, C=1, clip_val=1e-5): + return np.log(np.clip(x, a_min=clip_val, a_max=None) * C) + + +def dynamic_range_decompression(x, C=1): + return np.exp(x) / C + + +def dynamic_range_compression_torch(x, C=1, clip_val=1e-5): + return torch.log(torch.clamp(x, min=clip_val) * C) + + +def dynamic_range_decompression_torch(x, C=1): + return torch.exp(x) / C + + +def spectral_normalize_torch(magnitudes): + output = dynamic_range_compression_torch(magnitudes) + return output + + +def spectral_de_normalize_torch(magnitudes): + output = dynamic_range_decompression_torch(magnitudes) + return output + + +mel_basis = {} +hann_window = {} + + +def mel_spectrogram(y, n_fft, num_mels, sampling_rate, hop_size, win_size, fmin, fmax, center=False): + if torch.min(y) < -1.0: + print("min value is ", torch.min(y)) + if torch.max(y) > 1.0: + print("max value is ", torch.max(y)) + + global mel_basis, hann_window # pylint: disable=global-statement,global-variable-not-assigned + if fmax not in mel_basis: + mel = librosa_mel_fn(sampling_rate, n_fft, num_mels, fmin, fmax) + mel_basis[str(fmax) + "_" + str(y.device)] = torch.from_numpy(mel).float().to(y.device) + hann_window[str(y.device)] = torch.hann_window(win_size).to(y.device) + + y = torch.nn.functional.pad( + y.unsqueeze(1), (int((n_fft - hop_size) / 2), int((n_fft - hop_size) / 2)), mode="reflect" + ) + y = y.squeeze(1) + + spec = torch.view_as_real( + torch.stft( + y, + n_fft, + hop_length=hop_size, + win_length=win_size, + window=hann_window[str(y.device)], + center=center, + pad_mode="reflect", + normalized=False, + onesided=True, + return_complex=True, + ) + ) + + spec = torch.sqrt(spec.pow(2).sum(-1) + (1e-9)) + + spec = torch.matmul(mel_basis[str(fmax) + "_" + str(y.device)], spec) + spec = spectral_normalize_torch(spec) + + return spec + + +def get_dataset_filelist(a): + with open(a.input_training_file, encoding="utf-8") as fi: + training_files = [ + os.path.join(a.input_wavs_dir, x.split("|")[0] + ".wav") for x in fi.read().split("\n") if len(x) > 0 + ] + + with open(a.input_validation_file, encoding="utf-8") as fi: + validation_files = [ + os.path.join(a.input_wavs_dir, x.split("|")[0] + ".wav") for x in fi.read().split("\n") if len(x) > 0 + ] + return training_files, validation_files + + +class MelDataset(torch.utils.data.Dataset): + def __init__( + self, + training_files, + segment_size, + n_fft, + num_mels, + hop_size, + win_size, + sampling_rate, + fmin, + fmax, + split=True, + shuffle=True, + n_cache_reuse=1, + device=None, + fmax_loss=None, + fine_tuning=False, + base_mels_path=None, + ): + self.audio_files = training_files + random.seed(1234) + if shuffle: + random.shuffle(self.audio_files) + self.segment_size = segment_size + self.sampling_rate = sampling_rate + self.split = split + self.n_fft = n_fft + self.num_mels = num_mels + self.hop_size = hop_size + self.win_size = win_size + self.fmin = fmin + self.fmax = fmax + self.fmax_loss = fmax_loss + self.cached_wav = None + self.n_cache_reuse = n_cache_reuse + self._cache_ref_count = 0 + self.device = device + self.fine_tuning = fine_tuning + self.base_mels_path = base_mels_path + + def __getitem__(self, index): + filename = self.audio_files[index] + if self._cache_ref_count == 0: + audio, sampling_rate = load_wav(filename) + audio = audio / MAX_WAV_VALUE + if not self.fine_tuning: + audio = normalize(audio) * 0.95 + self.cached_wav = audio + if sampling_rate != self.sampling_rate: + raise ValueError(f"{sampling_rate} SR doesn't match target {self.sampling_rate} SR") + self._cache_ref_count = self.n_cache_reuse + else: + audio = self.cached_wav + self._cache_ref_count -= 1 + + audio = torch.FloatTensor(audio) + audio = audio.unsqueeze(0) + + if not self.fine_tuning: + if self.split: + if audio.size(1) >= self.segment_size: + max_audio_start = audio.size(1) - self.segment_size + audio_start = random.randint(0, max_audio_start) + audio = audio[:, audio_start : audio_start + self.segment_size] + else: + audio = torch.nn.functional.pad(audio, (0, self.segment_size - audio.size(1)), "constant") + + mel = mel_spectrogram( + audio, + self.n_fft, + self.num_mels, + self.sampling_rate, + self.hop_size, + self.win_size, + self.fmin, + self.fmax, + center=False, + ) + else: + mel = np.load(os.path.join(self.base_mels_path, os.path.splitext(os.path.split(filename)[-1])[0] + ".npy")) + mel = torch.from_numpy(mel) + + if len(mel.shape) < 3: + mel = mel.unsqueeze(0) + + if self.split: + frames_per_seg = math.ceil(self.segment_size / self.hop_size) + + if audio.size(1) >= self.segment_size: + mel_start = random.randint(0, mel.size(2) - frames_per_seg - 1) + mel = mel[:, :, mel_start : mel_start + frames_per_seg] + audio = audio[:, mel_start * self.hop_size : (mel_start + frames_per_seg) * self.hop_size] + else: + mel = torch.nn.functional.pad(mel, (0, frames_per_seg - mel.size(2)), "constant") + audio = torch.nn.functional.pad(audio, (0, self.segment_size - audio.size(1)), "constant") + + mel_loss = mel_spectrogram( + audio, + self.n_fft, + self.num_mels, + self.sampling_rate, + self.hop_size, + self.win_size, + self.fmin, + self.fmax_loss, + center=False, + ) + + return (mel.squeeze(), audio.squeeze(0), filename, mel_loss.squeeze()) + + def __len__(self): + return len(self.audio_files) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/models.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/models.py new file mode 100644 index 0000000000000000000000000000000000000000..57305eff2822cf3f94d74700cec57161786e070b --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/models.py @@ -0,0 +1,368 @@ +""" from https://github.com/jik876/hifi-gan """ + +import torch +import torch.nn as nn # pylint: disable=consider-using-from-import +import torch.nn.functional as F +from torch.nn import AvgPool1d, Conv1d, Conv2d, ConvTranspose1d +from torch.nn.utils import remove_weight_norm, spectral_norm, weight_norm + +from .xutils import get_padding, init_weights + +LRELU_SLOPE = 0.1 + + +class ResBlock1(torch.nn.Module): + def __init__(self, h, channels, kernel_size=3, dilation=(1, 3, 5)): + super().__init__() + self.h = h + self.convs1 = nn.ModuleList( + [ + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=dilation[0], + padding=get_padding(kernel_size, dilation[0]), + ) + ), + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=dilation[1], + padding=get_padding(kernel_size, dilation[1]), + ) + ), + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=dilation[2], + padding=get_padding(kernel_size, dilation[2]), + ) + ), + ] + ) + self.convs1.apply(init_weights) + + self.convs2 = nn.ModuleList( + [ + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=1, + padding=get_padding(kernel_size, 1), + ) + ), + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=1, + padding=get_padding(kernel_size, 1), + ) + ), + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=1, + padding=get_padding(kernel_size, 1), + ) + ), + ] + ) + self.convs2.apply(init_weights) + + def forward(self, x): + for c1, c2 in zip(self.convs1, self.convs2): + xt = F.leaky_relu(x, LRELU_SLOPE) + xt = c1(xt) + xt = F.leaky_relu(xt, LRELU_SLOPE) + xt = c2(xt) + x = xt + x + return x + + def remove_weight_norm(self): + for l in self.convs1: + remove_weight_norm(l) + for l in self.convs2: + remove_weight_norm(l) + + +class ResBlock2(torch.nn.Module): + def __init__(self, h, channels, kernel_size=3, dilation=(1, 3)): + super().__init__() + self.h = h + self.convs = nn.ModuleList( + [ + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=dilation[0], + padding=get_padding(kernel_size, dilation[0]), + ) + ), + weight_norm( + Conv1d( + channels, + channels, + kernel_size, + 1, + dilation=dilation[1], + padding=get_padding(kernel_size, dilation[1]), + ) + ), + ] + ) + self.convs.apply(init_weights) + + def forward(self, x): + for c in self.convs: + xt = F.leaky_relu(x, LRELU_SLOPE) + xt = c(xt) + x = xt + x + return x + + def remove_weight_norm(self): + for l in self.convs: + remove_weight_norm(l) + + +class Generator(torch.nn.Module): + def __init__(self, h): + super().__init__() + self.h = h + self.num_kernels = len(h.resblock_kernel_sizes) + self.num_upsamples = len(h.upsample_rates) + self.conv_pre = weight_norm(Conv1d(80, h.upsample_initial_channel, 7, 1, padding=3)) + resblock = ResBlock1 if h.resblock == "1" else ResBlock2 + + self.ups = nn.ModuleList() + for i, (u, k) in enumerate(zip(h.upsample_rates, h.upsample_kernel_sizes)): + self.ups.append( + weight_norm( + ConvTranspose1d( + h.upsample_initial_channel // (2**i), + h.upsample_initial_channel // (2 ** (i + 1)), + k, + u, + padding=(k - u) // 2, + ) + ) + ) + + self.resblocks = nn.ModuleList() + for i in range(len(self.ups)): + ch = h.upsample_initial_channel // (2 ** (i + 1)) + for _, (k, d) in enumerate(zip(h.resblock_kernel_sizes, h.resblock_dilation_sizes)): + self.resblocks.append(resblock(h, ch, k, d)) + + self.conv_post = weight_norm(Conv1d(ch, 1, 7, 1, padding=3)) + self.ups.apply(init_weights) + self.conv_post.apply(init_weights) + + def forward(self, x): + x = self.conv_pre(x) + for i in range(self.num_upsamples): + x = F.leaky_relu(x, LRELU_SLOPE) + x = self.ups[i](x) + xs = None + for j in range(self.num_kernels): + if xs is None: + xs = self.resblocks[i * self.num_kernels + j](x) + else: + xs += self.resblocks[i * self.num_kernels + j](x) + x = xs / self.num_kernels + x = F.leaky_relu(x) + x = self.conv_post(x) + x = torch.tanh(x) + + return x + + def remove_weight_norm(self): + print("Removing weight norm...") + for l in self.ups: + remove_weight_norm(l) + for l in self.resblocks: + l.remove_weight_norm() + remove_weight_norm(self.conv_pre) + remove_weight_norm(self.conv_post) + + +class DiscriminatorP(torch.nn.Module): + def __init__(self, period, kernel_size=5, stride=3, use_spectral_norm=False): + super().__init__() + self.period = period + norm_f = weight_norm if use_spectral_norm is False else spectral_norm + self.convs = nn.ModuleList( + [ + norm_f(Conv2d(1, 32, (kernel_size, 1), (stride, 1), padding=(get_padding(5, 1), 0))), + norm_f(Conv2d(32, 128, (kernel_size, 1), (stride, 1), padding=(get_padding(5, 1), 0))), + norm_f(Conv2d(128, 512, (kernel_size, 1), (stride, 1), padding=(get_padding(5, 1), 0))), + norm_f(Conv2d(512, 1024, (kernel_size, 1), (stride, 1), padding=(get_padding(5, 1), 0))), + norm_f(Conv2d(1024, 1024, (kernel_size, 1), 1, padding=(2, 0))), + ] + ) + self.conv_post = norm_f(Conv2d(1024, 1, (3, 1), 1, padding=(1, 0))) + + def forward(self, x): + fmap = [] + + # 1d to 2d + b, c, t = x.shape + if t % self.period != 0: # pad first + n_pad = self.period - (t % self.period) + x = F.pad(x, (0, n_pad), "reflect") + t = t + n_pad + x = x.view(b, c, t // self.period, self.period) + + for l in self.convs: + x = l(x) + x = F.leaky_relu(x, LRELU_SLOPE) + fmap.append(x) + x = self.conv_post(x) + fmap.append(x) + x = torch.flatten(x, 1, -1) + + return x, fmap + + +class MultiPeriodDiscriminator(torch.nn.Module): + def __init__(self): + super().__init__() + self.discriminators = nn.ModuleList( + [ + DiscriminatorP(2), + DiscriminatorP(3), + DiscriminatorP(5), + DiscriminatorP(7), + DiscriminatorP(11), + ] + ) + + def forward(self, y, y_hat): + y_d_rs = [] + y_d_gs = [] + fmap_rs = [] + fmap_gs = [] + for _, d in enumerate(self.discriminators): + y_d_r, fmap_r = d(y) + y_d_g, fmap_g = d(y_hat) + y_d_rs.append(y_d_r) + fmap_rs.append(fmap_r) + y_d_gs.append(y_d_g) + fmap_gs.append(fmap_g) + + return y_d_rs, y_d_gs, fmap_rs, fmap_gs + + +class DiscriminatorS(torch.nn.Module): + def __init__(self, use_spectral_norm=False): + super().__init__() + norm_f = weight_norm if use_spectral_norm is False else spectral_norm + self.convs = nn.ModuleList( + [ + norm_f(Conv1d(1, 128, 15, 1, padding=7)), + norm_f(Conv1d(128, 128, 41, 2, groups=4, padding=20)), + norm_f(Conv1d(128, 256, 41, 2, groups=16, padding=20)), + norm_f(Conv1d(256, 512, 41, 4, groups=16, padding=20)), + norm_f(Conv1d(512, 1024, 41, 4, groups=16, padding=20)), + norm_f(Conv1d(1024, 1024, 41, 1, groups=16, padding=20)), + norm_f(Conv1d(1024, 1024, 5, 1, padding=2)), + ] + ) + self.conv_post = norm_f(Conv1d(1024, 1, 3, 1, padding=1)) + + def forward(self, x): + fmap = [] + for l in self.convs: + x = l(x) + x = F.leaky_relu(x, LRELU_SLOPE) + fmap.append(x) + x = self.conv_post(x) + fmap.append(x) + x = torch.flatten(x, 1, -1) + + return x, fmap + + +class MultiScaleDiscriminator(torch.nn.Module): + def __init__(self): + super().__init__() + self.discriminators = nn.ModuleList( + [ + DiscriminatorS(use_spectral_norm=True), + DiscriminatorS(), + DiscriminatorS(), + ] + ) + self.meanpools = nn.ModuleList([AvgPool1d(4, 2, padding=2), AvgPool1d(4, 2, padding=2)]) + + def forward(self, y, y_hat): + y_d_rs = [] + y_d_gs = [] + fmap_rs = [] + fmap_gs = [] + for i, d in enumerate(self.discriminators): + if i != 0: + y = self.meanpools[i - 1](y) + y_hat = self.meanpools[i - 1](y_hat) + y_d_r, fmap_r = d(y) + y_d_g, fmap_g = d(y_hat) + y_d_rs.append(y_d_r) + fmap_rs.append(fmap_r) + y_d_gs.append(y_d_g) + fmap_gs.append(fmap_g) + + return y_d_rs, y_d_gs, fmap_rs, fmap_gs + + +def feature_loss(fmap_r, fmap_g): + loss = 0 + for dr, dg in zip(fmap_r, fmap_g): + for rl, gl in zip(dr, dg): + loss += torch.mean(torch.abs(rl - gl)) + + return loss * 2 + + +def discriminator_loss(disc_real_outputs, disc_generated_outputs): + loss = 0 + r_losses = [] + g_losses = [] + for dr, dg in zip(disc_real_outputs, disc_generated_outputs): + r_loss = torch.mean((1 - dr) ** 2) + g_loss = torch.mean(dg**2) + loss += r_loss + g_loss + r_losses.append(r_loss.item()) + g_losses.append(g_loss.item()) + + return loss, r_losses, g_losses + + +def generator_loss(disc_outputs): + loss = 0 + gen_losses = [] + for dg in disc_outputs: + l = torch.mean((1 - dg) ** 2) + gen_losses.append(l) + loss += l + + return loss, gen_losses diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/xutils.py b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/xutils.py new file mode 100644 index 0000000000000000000000000000000000000000..622dae5cf747a03c14170114fd472a53acedb5be --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/hifigan/xutils.py @@ -0,0 +1,38 @@ +""" from https://github.com/jik876/hifi-gan """ + +import glob +import os +import torch +from torch.nn.utils import weight_norm + +def init_weights(m, mean=0.0, std=0.01): + classname = m.__class__.__name__ + if classname.find("Conv") != -1: + m.weight.data.normal_(mean, std) + +def apply_weight_norm(m): + classname = m.__class__.__name__ + if classname.find("Conv") != -1: + weight_norm(m) + +def get_padding(kernel_size, dilation=1): + return int((kernel_size * dilation - dilation) / 2) + +def load_checkpoint(filepath, device): + assert os.path.isfile(filepath) + print(f"Loading '{filepath}'") + checkpoint_dict = torch.load(filepath, map_location=device) + print("Complete.") + return checkpoint_dict + +def save_checkpoint(filepath, obj): + print(f"Saving checkpoint to {filepath}") + torch.save(obj, filepath) + print("Complete.") + +def scan_checkpoint(cp_dir, prefix): + pattern = os.path.join(cp_dir, prefix + "????????") + cp_list = glob.glob(pattern) + if len(cp_list) == 0: + return None + return sorted(cp_list)[-1] diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/baselightningmodule.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/baselightningmodule.py new file mode 100644 index 0000000000000000000000000000000000000000..5a49583ae79708ed997906218efac4fecda3a6b8 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/baselightningmodule.py @@ -0,0 +1,170 @@ +""" +This is a base lightning module that can be used to train a model. +The benefit of this abstraction is that all the logic outside of model definition can be reused for different models. +""" +import inspect +from abc import ABC +from typing import Any, Dict + +import torch +from lightning import LightningModule +from lightning.pytorch.utilities import grad_norm + +import logging +log = logging.getLogger(__name__) + + +class BaseLightningClass(LightningModule, ABC): + def update_data_statistics(self, data_statistics): + if data_statistics is None: + data_statistics = { + "mel_mean": 0.0, + "mel_std": 1.0, + } + + self.register_buffer("mel_mean", torch.tensor(data_statistics["mel_mean"])) + self.register_buffer("mel_std", torch.tensor(data_statistics["mel_std"])) + + def configure_optimizers(self) -> Any: + optimizer = self.hparams.optimizer(params=self.parameters()) + if self.hparams.scheduler not in (None, {}): + scheduler_args = {} + # Manage last epoch for exponential schedulers + if "last_epoch" in inspect.signature(self.hparams.scheduler.scheduler).parameters: + if hasattr(self, "ckpt_loaded_epoch"): + current_epoch = self.ckpt_loaded_epoch - 1 + else: + current_epoch = -1 + + scheduler_args.update({"optimizer": optimizer}) + scheduler = self.hparams.scheduler.scheduler(**scheduler_args) + scheduler.last_epoch = current_epoch + return { + "optimizer": optimizer, + "lr_scheduler": { + "scheduler": scheduler, + "interval": self.hparams.scheduler.lightning_args.interval, + "frequency": self.hparams.scheduler.lightning_args.frequency, + "name": "learning_rate", + }, + } + + return {"optimizer": optimizer} + + def get_losses(self, batch): + x, x_lengths = batch["x"], batch["x_lengths"] + y, y_lengths = batch["y"], batch["y_lengths"] + spks = batch["spks"] + + dur_loss, prior_loss, diff_loss, *_ = self( + x=x, + x_lengths=x_lengths, + y=y, + y_lengths=y_lengths, + spks=spks, + out_size=self.out_size, + durations=batch["durations"], + ) + return { + "dur_loss": dur_loss, + "prior_loss": prior_loss, + "diff_loss": diff_loss, + } + + def on_load_checkpoint(self, checkpoint: Dict[str, Any]) -> None: + self.ckpt_loaded_epoch = checkpoint["epoch"] # pylint: disable=attribute-defined-outside-init + + def training_step(self, batch: Any, batch_idx: int): + loss_dict = self.get_losses(batch) + self.log( + "step", + float(self.global_step), + on_step=True, + prog_bar=True, + logger=True, + sync_dist=True, + ) + + self.log( + "sub_loss/train_dur_loss", + loss_dict["dur_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + self.log( + "sub_loss/train_prior_loss", + loss_dict["prior_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + self.log( + "sub_loss/train_diff_loss", + loss_dict["diff_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + + total_loss = sum(loss_dict.values()) + self.log( + "loss/train", + total_loss, + on_step=True, + on_epoch=True, + logger=True, + prog_bar=True, + sync_dist=True, + ) + + return {"loss": total_loss, "log": loss_dict} + + def validation_step(self, batch: Any, batch_idx: int): + loss_dict = self.get_losses(batch) + self.log( + "sub_loss/val_dur_loss", + loss_dict["dur_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + self.log( + "sub_loss/val_prior_loss", + loss_dict["prior_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + self.log( + "sub_loss/val_diff_loss", + loss_dict["diff_loss"], + on_step=True, + on_epoch=True, + logger=True, + sync_dist=True, + ) + + total_loss = sum(loss_dict.values()) + self.log( + "loss/val", + total_loss, + on_step=True, + on_epoch=True, + logger=True, + prog_bar=True, + sync_dist=True, + ) + + return total_loss + + def on_validation_end(self) -> None: + pass + + def on_before_optimizer_step(self, optimizer): + self.log_dict({f"grad_norm/{k}": v for k, v in grad_norm(self, norm_type=2).items()}) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/components/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/components/decoder.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/decoder.py new file mode 100644 index 0000000000000000000000000000000000000000..504f88b433ad0634091263e4331d362e76f750bd --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/decoder.py @@ -0,0 +1,443 @@ +import math +from typing import Optional + +import torch +import torch.nn as nn # pylint: disable=consider-using-from-import +import torch.nn.functional as F +from conformer import ConformerBlock +from diffusers.models.activations import get_activation +from einops import pack, rearrange, repeat + +from matcha.models.components.transformer import BasicTransformerBlock + + +class SinusoidalPosEmb(torch.nn.Module): + def __init__(self, dim): + super().__init__() + self.dim = dim + assert self.dim % 2 == 0, "SinusoidalPosEmb requires dim to be even" + + def forward(self, x, scale=1000): + if x.ndim < 1: + x = x.unsqueeze(0) + device = x.device + half_dim = self.dim // 2 + emb = math.log(10000) / (half_dim - 1) + emb = torch.exp(torch.arange(half_dim, device=device).float() * -emb) + emb = scale * x.unsqueeze(1) * emb.unsqueeze(0) + emb = torch.cat((emb.sin(), emb.cos()), dim=-1) + return emb + + +class Block1D(torch.nn.Module): + def __init__(self, dim, dim_out, groups=8): + super().__init__() + self.block = torch.nn.Sequential( + torch.nn.Conv1d(dim, dim_out, 3, padding=1), + torch.nn.GroupNorm(groups, dim_out), + nn.Mish(), + ) + + def forward(self, x, mask): + output = self.block(x * mask) + return output * mask + + +class ResnetBlock1D(torch.nn.Module): + def __init__(self, dim, dim_out, time_emb_dim, groups=8): + super().__init__() + self.mlp = torch.nn.Sequential(nn.Mish(), torch.nn.Linear(time_emb_dim, dim_out)) + + self.block1 = Block1D(dim, dim_out, groups=groups) + self.block2 = Block1D(dim_out, dim_out, groups=groups) + + self.res_conv = torch.nn.Conv1d(dim, dim_out, 1) + + def forward(self, x, mask, time_emb): + h = self.block1(x, mask) + h += self.mlp(time_emb).unsqueeze(-1) + h = self.block2(h, mask) + output = h + self.res_conv(x * mask) + return output + + +class Downsample1D(nn.Module): + def __init__(self, dim): + super().__init__() + self.conv = torch.nn.Conv1d(dim, dim, 3, 2, 1) + + def forward(self, x): + return self.conv(x) + + +class TimestepEmbedding(nn.Module): + def __init__( + self, + in_channels: int, + time_embed_dim: int, + act_fn: str = "silu", + out_dim: int = None, + post_act_fn: Optional[str] = None, + cond_proj_dim=None, + ): + super().__init__() + + self.linear_1 = nn.Linear(in_channels, time_embed_dim) + + if cond_proj_dim is not None: + self.cond_proj = nn.Linear(cond_proj_dim, in_channels, bias=False) + else: + self.cond_proj = None + + self.act = get_activation(act_fn) + + if out_dim is not None: + time_embed_dim_out = out_dim + else: + time_embed_dim_out = time_embed_dim + self.linear_2 = nn.Linear(time_embed_dim, time_embed_dim_out) + + if post_act_fn is None: + self.post_act = None + else: + self.post_act = get_activation(post_act_fn) + + def forward(self, sample, condition=None): + if condition is not None: + sample = sample + self.cond_proj(condition) + sample = self.linear_1(sample) + + if self.act is not None: + sample = self.act(sample) + + sample = self.linear_2(sample) + + if self.post_act is not None: + sample = self.post_act(sample) + return sample + + +class Upsample1D(nn.Module): + """A 1D upsampling layer with an optional convolution. + + Parameters: + channels (`int`): + number of channels in the inputs and outputs. + use_conv (`bool`, default `False`): + option to use a convolution. + use_conv_transpose (`bool`, default `False`): + option to use a convolution transpose. + out_channels (`int`, optional): + number of output channels. Defaults to `channels`. + """ + + def __init__(self, channels, use_conv=False, use_conv_transpose=True, out_channels=None, name="conv"): + super().__init__() + self.channels = channels + self.out_channels = out_channels or channels + self.use_conv = use_conv + self.use_conv_transpose = use_conv_transpose + self.name = name + + self.conv = None + if use_conv_transpose: + self.conv = nn.ConvTranspose1d(channels, self.out_channels, 4, 2, 1) + elif use_conv: + self.conv = nn.Conv1d(self.channels, self.out_channels, 3, padding=1) + + def forward(self, inputs): + assert inputs.shape[1] == self.channels + if self.use_conv_transpose: + return self.conv(inputs) + + outputs = F.interpolate(inputs, scale_factor=2.0, mode="nearest") + + if self.use_conv: + outputs = self.conv(outputs) + + return outputs + + +class ConformerWrapper(ConformerBlock): + def __init__( # pylint: disable=useless-super-delegation + self, + *, + dim, + dim_head=64, + heads=8, + ff_mult=4, + conv_expansion_factor=2, + conv_kernel_size=31, + attn_dropout=0, + ff_dropout=0, + conv_dropout=0, + conv_causal=False, + ): + super().__init__( + dim=dim, + dim_head=dim_head, + heads=heads, + ff_mult=ff_mult, + conv_expansion_factor=conv_expansion_factor, + conv_kernel_size=conv_kernel_size, + attn_dropout=attn_dropout, + ff_dropout=ff_dropout, + conv_dropout=conv_dropout, + conv_causal=conv_causal, + ) + + def forward( + self, + hidden_states, + attention_mask, + encoder_hidden_states=None, + encoder_attention_mask=None, + timestep=None, + ): + return super().forward(x=hidden_states, mask=attention_mask.bool()) + + +class Decoder(nn.Module): + def __init__( + self, + in_channels, + out_channels, + channels=(256, 256), + dropout=0.05, + attention_head_dim=64, + n_blocks=1, + num_mid_blocks=2, + num_heads=4, + act_fn="snake", + down_block_type="transformer", + mid_block_type="transformer", + up_block_type="transformer", + ): + super().__init__() + channels = tuple(channels) + self.in_channels = in_channels + self.out_channels = out_channels + + self.time_embeddings = SinusoidalPosEmb(in_channels) + time_embed_dim = channels[0] * 4 + self.time_mlp = TimestepEmbedding( + in_channels=in_channels, + time_embed_dim=time_embed_dim, + act_fn="silu", + ) + + self.down_blocks = nn.ModuleList([]) + self.mid_blocks = nn.ModuleList([]) + self.up_blocks = nn.ModuleList([]) + + output_channel = in_channels + for i in range(len(channels)): # pylint: disable=consider-using-enumerate + input_channel = output_channel + output_channel = channels[i] + is_last = i == len(channels) - 1 + resnet = ResnetBlock1D(dim=input_channel, dim_out=output_channel, time_emb_dim=time_embed_dim) + transformer_blocks = nn.ModuleList( + [ + self.get_block( + down_block_type, + output_channel, + attention_head_dim, + num_heads, + dropout, + act_fn, + ) + for _ in range(n_blocks) + ] + ) + downsample = ( + Downsample1D(output_channel) if not is_last else nn.Conv1d(output_channel, output_channel, 3, padding=1) + ) + + self.down_blocks.append(nn.ModuleList([resnet, transformer_blocks, downsample])) + + for i in range(num_mid_blocks): + input_channel = channels[-1] + out_channels = channels[-1] + + resnet = ResnetBlock1D(dim=input_channel, dim_out=output_channel, time_emb_dim=time_embed_dim) + + transformer_blocks = nn.ModuleList( + [ + self.get_block( + mid_block_type, + output_channel, + attention_head_dim, + num_heads, + dropout, + act_fn, + ) + for _ in range(n_blocks) + ] + ) + + self.mid_blocks.append(nn.ModuleList([resnet, transformer_blocks])) + + channels = channels[::-1] + (channels[0],) + for i in range(len(channels) - 1): + input_channel = channels[i] + output_channel = channels[i + 1] + is_last = i == len(channels) - 2 + + resnet = ResnetBlock1D( + dim=2 * input_channel, + dim_out=output_channel, + time_emb_dim=time_embed_dim, + ) + transformer_blocks = nn.ModuleList( + [ + self.get_block( + up_block_type, + output_channel, + attention_head_dim, + num_heads, + dropout, + act_fn, + ) + for _ in range(n_blocks) + ] + ) + upsample = ( + Upsample1D(output_channel, use_conv_transpose=True) + if not is_last + else nn.Conv1d(output_channel, output_channel, 3, padding=1) + ) + + self.up_blocks.append(nn.ModuleList([resnet, transformer_blocks, upsample])) + + self.final_block = Block1D(channels[-1], channels[-1]) + self.final_proj = nn.Conv1d(channels[-1], self.out_channels, 1) + + self.initialize_weights() + # nn.init.normal_(self.final_proj.weight) + + @staticmethod + def get_block(block_type, dim, attention_head_dim, num_heads, dropout, act_fn): + if block_type == "conformer": + block = ConformerWrapper( + dim=dim, + dim_head=attention_head_dim, + heads=num_heads, + ff_mult=1, + conv_expansion_factor=2, + ff_dropout=dropout, + attn_dropout=dropout, + conv_dropout=dropout, + conv_kernel_size=31, + ) + elif block_type == "transformer": + block = BasicTransformerBlock( + dim=dim, + num_attention_heads=num_heads, + attention_head_dim=attention_head_dim, + dropout=dropout, + activation_fn=act_fn, + ) + else: + raise ValueError(f"Unknown block type {block_type}") + + return block + + def initialize_weights(self): + for m in self.modules(): + if isinstance(m, nn.Conv1d): + nn.init.kaiming_normal_(m.weight, nonlinearity="relu") + + if m.bias is not None: + nn.init.constant_(m.bias, 0) + + elif isinstance(m, nn.GroupNorm): + nn.init.constant_(m.weight, 1) + nn.init.constant_(m.bias, 0) + + elif isinstance(m, nn.Linear): + nn.init.kaiming_normal_(m.weight, nonlinearity="relu") + + if m.bias is not None: + nn.init.constant_(m.bias, 0) + + def forward(self, x, mask, mu, t, spks=None, cond=None): + """Forward pass of the UNet1DConditional model. + + Args: + x (torch.Tensor): shape (batch_size, in_channels, time) + mask (_type_): shape (batch_size, 1, time) + t (_type_): shape (batch_size) + spks (_type_, optional): shape: (batch_size, condition_channels). Defaults to None. + cond (_type_, optional): placeholder for future use. Defaults to None. + + Raises: + ValueError: _description_ + ValueError: _description_ + + Returns: + _type_: _description_ + """ + + t = self.time_embeddings(t) + t = self.time_mlp(t) + + x = pack([x, mu], "b * t")[0] + + if spks is not None: + spks = repeat(spks, "b c -> b c t", t=x.shape[-1]) + x = pack([x, spks], "b * t")[0] + + hiddens = [] + masks = [mask] + for resnet, transformer_blocks, downsample in self.down_blocks: + mask_down = masks[-1] + x = resnet(x, mask_down, t) + x = rearrange(x, "b c t -> b t c") + mask_down = rearrange(mask_down, "b 1 t -> b t") + for transformer_block in transformer_blocks: + x = transformer_block( + hidden_states=x, + attention_mask=mask_down, + timestep=t, + ) + x = rearrange(x, "b t c -> b c t") + mask_down = rearrange(mask_down, "b t -> b 1 t") + hiddens.append(x) # Save hidden states for skip connections + x = downsample(x * mask_down) + masks.append(mask_down[:, :, ::2]) + + masks = masks[:-1] + mask_mid = masks[-1] + + for resnet, transformer_blocks in self.mid_blocks: + x = resnet(x, mask_mid, t) + x = rearrange(x, "b c t -> b t c") + mask_mid = rearrange(mask_mid, "b 1 t -> b t") + for transformer_block in transformer_blocks: + x = transformer_block( + hidden_states=x, + attention_mask=mask_mid, + timestep=t, + ) + x = rearrange(x, "b t c -> b c t") + mask_mid = rearrange(mask_mid, "b t -> b 1 t") + + for resnet, transformer_blocks, upsample in self.up_blocks: + mask_up = masks.pop() + x = resnet(pack([x, hiddens.pop()], "b * t")[0], mask_up, t) + x = rearrange(x, "b c t -> b t c") + mask_up = rearrange(mask_up, "b 1 t -> b t") + for transformer_block in transformer_blocks: + x = transformer_block( + hidden_states=x, + attention_mask=mask_up, + timestep=t, + ) + x = rearrange(x, "b t c -> b c t") + mask_up = rearrange(mask_up, "b t -> b 1 t") + x = upsample(x * mask_up) + + x = self.final_block(x, mask_up) + output = self.final_proj(x * mask_up) + + return output * mask diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/components/flow_matching.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/flow_matching.py new file mode 100644 index 0000000000000000000000000000000000000000..fab3037641e0d62cbd4b6cab5d8eb009cb6551c6 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/flow_matching.py @@ -0,0 +1,130 @@ +from abc import ABC +import torch +import torch.nn.functional as F +from matcha.models.components.decoder import Decoder + + + + + +class BASECFM(torch.nn.Module, ABC): + def __init__( + self, + n_feats, + cfm_params, + n_spks=1, + spk_emb_dim=128, + ): + super().__init__() + self.n_feats = n_feats + self.n_spks = n_spks + self.spk_emb_dim = spk_emb_dim + self.solver = cfm_params.solver + if hasattr(cfm_params, "sigma_min"): + self.sigma_min = cfm_params.sigma_min + else: + self.sigma_min = 1e-4 + + self.estimator = None + + @torch.inference_mode() + def forward(self, mu, mask, n_timesteps, temperature=1.0, spks=None, cond=None): + """Forward diffusion + + Args: + mu (torch.Tensor): output of encoder + shape: (batch_size, n_feats, mel_timesteps) + mask (torch.Tensor): output_mask + shape: (batch_size, 1, mel_timesteps) + n_timesteps (int): number of diffusion steps + temperature (float, optional): temperature for scaling noise. Defaults to 1.0. + spks (torch.Tensor, optional): speaker ids. Defaults to None. + shape: (batch_size, spk_emb_dim) + cond: Not used but kept for future purposes + + Returns: + sample: generated mel-spectrogram + shape: (batch_size, n_feats, mel_timesteps) + """ + z = torch.randn_like(mu) * temperature + t_span = torch.linspace(0, 1, n_timesteps + 1, device=mu.device) + return self.solve_euler(z, t_span=t_span, mu=mu, mask=mask, spks=spks, cond=cond) + + def solve_euler(self, x, t_span, mu, mask, spks, cond): + """ + Fixed euler solver for ODEs. + Args: + x (torch.Tensor): random noise + t_span (torch.Tensor): n_timesteps interpolated + shape: (n_timesteps + 1,) + mu (torch.Tensor): output of encoder + shape: (batch_size, n_feats, mel_timesteps) + mask (torch.Tensor): output_mask + shape: (batch_size, 1, mel_timesteps) + spks (torch.Tensor, optional): speaker ids. Defaults to None. + shape: (batch_size, spk_emb_dim) + cond: Not used but kept for future purposes + """ + t, _, dt = t_span[0], t_span[-1], t_span[1] - t_span[0] + + # I am storing this because I can later plot it by putting a debugger here and saving it to a file + # Or in future might add like a return_all_steps flag + sol = [] + + for step in range(1, len(t_span)): + dphi_dt = self.estimator(x, mask, mu, t, spks, cond) + + x = x + dt * dphi_dt + t = t + dt + sol.append(x) + if step < len(t_span) - 1: + dt = t_span[step + 1] - t + + return sol[-1] + + def compute_loss(self, x1, mask, mu, spks=None, cond=None): + """Computes diffusion loss + + Args: + x1 (torch.Tensor): Target + shape: (batch_size, n_feats, mel_timesteps) + mask (torch.Tensor): target mask + shape: (batch_size, 1, mel_timesteps) + mu (torch.Tensor): output of encoder + shape: (batch_size, n_feats, mel_timesteps) + spks (torch.Tensor, optional): speaker embedding. Defaults to None. + shape: (batch_size, spk_emb_dim) + + Returns: + loss: conditional flow matching loss + y: conditional flow + shape: (batch_size, n_feats, mel_timesteps) + """ + b, _, t = mu.shape + + # random timestep + t = torch.rand([b, 1, 1], device=mu.device, dtype=mu.dtype) + # sample noise p(x_0) + z = torch.randn_like(x1) + + y = (1 - (1 - self.sigma_min) * t) * z + t * x1 + u = x1 - (1 - self.sigma_min) * z + + loss = F.mse_loss(self.estimator(y, mask, mu, t.squeeze(), spks), u, reduction="sum") / ( + torch.sum(mask) * u.shape[1] + ) + return loss, y + + +class CFM(BASECFM): + def __init__(self, in_channels, out_channel, cfm_params, decoder_params, n_spks=1, spk_emb_dim=64): + super().__init__( + n_feats=in_channels, + cfm_params=cfm_params, + n_spks=n_spks, + spk_emb_dim=spk_emb_dim, + ) + + in_channels = in_channels + (spk_emb_dim if n_spks > 1 else 0) + # Just change the architecture of the estimator here + self.estimator = Decoder(in_channels=in_channels, out_channels=out_channel, **decoder_params) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/components/text_encoder.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/text_encoder.py new file mode 100644 index 0000000000000000000000000000000000000000..3d7d806c90fb5b3d2cc7dfceef780fbf048c6e8f --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/text_encoder.py @@ -0,0 +1,407 @@ +""" from https://github.com/jaywalnut310/glow-tts """ + +import math + +import torch +import torch.nn as nn # pylint: disable=consider-using-from-import +from einops import rearrange +from matcha.utils.model import sequence_mask + +class LayerNorm(nn.Module): + def __init__(self, channels, eps=1e-4): + super().__init__() + self.channels = channels + self.eps = eps + + self.gamma = torch.nn.Parameter(torch.ones(channels)) + self.beta = torch.nn.Parameter(torch.zeros(channels)) + + def forward(self, x): + n_dims = len(x.shape) + mean = torch.mean(x, 1, keepdim=True) + variance = torch.mean((x - mean) ** 2, 1, keepdim=True) + + x = (x - mean) * torch.rsqrt(variance + self.eps) + + shape = [1, -1] + [1] * (n_dims - 2) + x = x * self.gamma.view(*shape) + self.beta.view(*shape) + return x + + +class ConvReluNorm(nn.Module): + def __init__(self, in_channels, hidden_channels, out_channels, kernel_size, n_layers, p_dropout): + super().__init__() + self.in_channels = in_channels + self.hidden_channels = hidden_channels + self.out_channels = out_channels + self.kernel_size = kernel_size + self.n_layers = n_layers + self.p_dropout = p_dropout + + self.conv_layers = torch.nn.ModuleList() + self.norm_layers = torch.nn.ModuleList() + self.conv_layers.append(torch.nn.Conv1d(in_channels, hidden_channels, kernel_size, padding=kernel_size // 2)) + self.norm_layers.append(LayerNorm(hidden_channels)) + self.relu_drop = torch.nn.Sequential(torch.nn.ReLU(), torch.nn.Dropout(p_dropout)) + for _ in range(n_layers - 1): + self.conv_layers.append( + torch.nn.Conv1d(hidden_channels, hidden_channels, kernel_size, padding=kernel_size // 2) + ) + self.norm_layers.append(LayerNorm(hidden_channels)) + self.proj = torch.nn.Conv1d(hidden_channels, out_channels, 1) + self.proj.weight.data.zero_() + self.proj.bias.data.zero_() + + def forward(self, x, x_mask): + x_org = x + for i in range(self.n_layers): + x = self.conv_layers[i](x * x_mask) + x = self.norm_layers[i](x) + x = self.relu_drop(x) + x = x_org + self.proj(x) + return x * x_mask + + +class DurationPredictor(nn.Module): + def __init__(self, in_channels, filter_channels, kernel_size, p_dropout): + super().__init__() + self.in_channels = in_channels + self.filter_channels = filter_channels + self.p_dropout = p_dropout + + self.drop = torch.nn.Dropout(p_dropout) + self.conv_1 = torch.nn.Conv1d(in_channels, filter_channels, kernel_size, padding=kernel_size // 2) + self.norm_1 = LayerNorm(filter_channels) + self.conv_2 = torch.nn.Conv1d(filter_channels, filter_channels, kernel_size, padding=kernel_size // 2) + self.norm_2 = LayerNorm(filter_channels) + self.proj = torch.nn.Conv1d(filter_channels, 1, 1) + + def forward(self, x, x_mask): + x = self.conv_1(x * x_mask) + x = torch.relu(x) + x = self.norm_1(x) + x = self.drop(x) + x = self.conv_2(x * x_mask) + x = torch.relu(x) + x = self.norm_2(x) + x = self.drop(x) + x = self.proj(x * x_mask) + return x * x_mask + + +class RotaryPositionalEmbeddings(nn.Module): + """ + ## RoPE module + + Rotary encoding transforms pairs of features by rotating in the 2D plane. + That is, it organizes the $d$ features as $\frac{d}{2}$ pairs. + Each pair can be considered a coordinate in a 2D plane, and the encoding will rotate it + by an angle depending on the position of the token. + """ + + def __init__(self, d: int, base: int = 10_000): + r""" + * `d` is the number of features $d$ + * `base` is the constant used for calculating $\Theta$ + """ + super().__init__() + + self.base = base + self.d = int(d) + self.cos_cached = None + self.sin_cached = None + + def _build_cache(self, x: torch.Tensor): + r""" + Cache $\cos$ and $\sin$ values + """ + # Return if cache is already built and on the correct device + if (self.cos_cached is not None + and self.cos_cached.device == x.device + and x.shape[0] <= self.cos_cached.shape[0]): + return + + # Get sequence length + seq_len = x.shape[0] + + # $\Theta = {\theta_i = 10000^{-\frac{2(i-1)}{d}}, i \in [1, 2, ..., \frac{d}{2}]}$ + theta = 1.0 / (self.base ** (torch.arange(0, self.d, 2).float() / self.d)).to(x.device) + + # Create position indexes `[0, 1, ..., seq_len - 1]` + seq_idx = torch.arange(seq_len, device=x.device).float().to(x.device) + + # Calculate the product of position index and $\theta_i$ + idx_theta = torch.einsum("n,d->nd", seq_idx, theta) + + # Concatenate so that for row $m$ we have + # $[m \theta_0, m \theta_1, ..., m \theta_{\frac{d}{2}}, m \theta_0, m \theta_1, ..., m \theta_{\frac{d}{2}}]$ + idx_theta2 = torch.cat([idx_theta, idx_theta], dim=1) + + # Cache them + self.cos_cached = idx_theta2.cos()[:, None, None, :] + self.sin_cached = idx_theta2.sin()[:, None, None, :] + + def _neg_half(self, x: torch.Tensor): + # $\frac{d}{2}$ + d_2 = self.d // 2 + + # Calculate $[-x^{(\frac{d}{2} + 1)}, -x^{(\frac{d}{2} + 2)}, ..., -x^{(d)}, x^{(1)}, x^{(2)}, ..., x^{(\frac{d}{2})}]$ + return torch.cat([-x[:, :, :, d_2:], x[:, :, :, :d_2]], dim=-1) + + def forward(self, x: torch.Tensor): + """ + * `x` is the Tensor at the head of a key or a query with shape `[seq_len, batch_size, n_heads, d]` + """ + # Cache $\cos$ and $\sin$ values + x = rearrange(x, "b h t d -> t b h d") + + self._build_cache(x) + + # Split the features, we can choose to apply rotary embeddings only to a partial set of features. + x_rope, x_pass = x[..., : self.d], x[..., self.d :] + + # Calculate + # $[-x^{(\frac{d}{2} + 1)}, -x^{(\frac{d}{2} + 2)}, ..., -x^{(d)}, x^{(1)}, x^{(2)}, ..., x^{(\frac{d}{2})}]$ + neg_half_x = self._neg_half(x_rope) + + x_rope = (x_rope * self.cos_cached[: x.shape[0]]) + (neg_half_x * self.sin_cached[: x.shape[0]]) + + return rearrange(torch.cat((x_rope, x_pass), dim=-1), "t b h d -> b h t d") + + +class MultiHeadAttention(nn.Module): + def __init__( + self, + channels, + out_channels, + n_heads, + heads_share=True, + p_dropout=0.0, + proximal_bias=False, + proximal_init=False, + ): + super().__init__() + assert channels % n_heads == 0 + + self.channels = channels + self.out_channels = out_channels + self.n_heads = n_heads + self.heads_share = heads_share + self.proximal_bias = proximal_bias + self.p_dropout = p_dropout + self.attn = None + + self.k_channels = channels // n_heads + self.conv_q = torch.nn.Conv1d(channels, channels, 1) + self.conv_k = torch.nn.Conv1d(channels, channels, 1) + self.conv_v = torch.nn.Conv1d(channels, channels, 1) + + # from https://nn.labml.ai/transformers/rope/index.html + self.query_rotary_pe = RotaryPositionalEmbeddings(self.k_channels * 0.5) + self.key_rotary_pe = RotaryPositionalEmbeddings(self.k_channels * 0.5) + + self.conv_o = torch.nn.Conv1d(channels, out_channels, 1) + self.drop = torch.nn.Dropout(p_dropout) + + torch.nn.init.xavier_uniform_(self.conv_q.weight) + torch.nn.init.xavier_uniform_(self.conv_k.weight) + if proximal_init: + self.conv_k.weight.data.copy_(self.conv_q.weight.data) + self.conv_k.bias.data.copy_(self.conv_q.bias.data) + torch.nn.init.xavier_uniform_(self.conv_v.weight) + + def forward(self, x, c, attn_mask=None): + q = self.conv_q(x) + k = self.conv_k(c) + v = self.conv_v(c) + + x, self.attn = self.attention(q, k, v, mask=attn_mask) + + x = self.conv_o(x) + return x + + def attention(self, query, key, value, mask=None): + b, d, t_s, t_t = (*key.size(), query.size(2)) + query = rearrange(query, "b (h c) t-> b h t c", h=self.n_heads) + key = rearrange(key, "b (h c) t-> b h t c", h=self.n_heads) + value = rearrange(value, "b (h c) t-> b h t c", h=self.n_heads) + + query = self.query_rotary_pe(query) + key = self.key_rotary_pe(key) + + scores = torch.matmul(query, key.transpose(-2, -1)) / math.sqrt(self.k_channels) + + if self.proximal_bias: + assert t_s == t_t, "Proximal bias is only available for self-attention." + scores = scores + self._attention_bias_proximal(t_s).to(device=scores.device, dtype=scores.dtype) + if mask is not None: + scores = scores.masked_fill(mask == 0, -1e4) + p_attn = torch.nn.functional.softmax(scores, dim=-1) + p_attn = self.drop(p_attn) + output = torch.matmul(p_attn, value) + output = output.transpose(2, 3).contiguous().view(b, d, t_t) + return output, p_attn + + @staticmethod + def _attention_bias_proximal(length): + r = torch.arange(length, dtype=torch.float32) + diff = torch.unsqueeze(r, 0) - torch.unsqueeze(r, 1) + return torch.unsqueeze(torch.unsqueeze(-torch.log1p(torch.abs(diff)), 0), 0) + + +class FFN(nn.Module): + def __init__(self, in_channels, out_channels, filter_channels, kernel_size, p_dropout=0.0): + super().__init__() + self.in_channels = in_channels + self.out_channels = out_channels + self.filter_channels = filter_channels + self.kernel_size = kernel_size + self.p_dropout = p_dropout + + self.conv_1 = torch.nn.Conv1d(in_channels, filter_channels, kernel_size, padding=kernel_size // 2) + self.conv_2 = torch.nn.Conv1d(filter_channels, out_channels, kernel_size, padding=kernel_size // 2) + self.drop = torch.nn.Dropout(p_dropout) + + def forward(self, x, x_mask): + x = self.conv_1(x * x_mask) + x = torch.relu(x) + x = self.drop(x) + x = self.conv_2(x * x_mask) + return x * x_mask + + +class Encoder(nn.Module): + def __init__( + self, + hidden_channels, + filter_channels, + n_heads, + n_layers, + kernel_size=1, + p_dropout=0.0, + **kwargs, + ): + super().__init__() + self.hidden_channels = hidden_channels + self.filter_channels = filter_channels + self.n_heads = n_heads + self.n_layers = n_layers + self.kernel_size = kernel_size + self.p_dropout = p_dropout + + self.drop = torch.nn.Dropout(p_dropout) + self.attn_layers = torch.nn.ModuleList() + self.norm_layers_1 = torch.nn.ModuleList() + self.ffn_layers = torch.nn.ModuleList() + self.norm_layers_2 = torch.nn.ModuleList() + for _ in range(self.n_layers): + self.attn_layers.append(MultiHeadAttention(hidden_channels, hidden_channels, n_heads, p_dropout=p_dropout)) + self.norm_layers_1.append(LayerNorm(hidden_channels)) + self.ffn_layers.append( + FFN( + hidden_channels, + hidden_channels, + filter_channels, + kernel_size, + p_dropout=p_dropout, + ) + ) + self.norm_layers_2.append(LayerNorm(hidden_channels)) + + def forward(self, x, x_mask): + attn_mask = x_mask.unsqueeze(2) * x_mask.unsqueeze(-1) + for i in range(self.n_layers): + x = x * x_mask + y = self.attn_layers[i](x, x, attn_mask) + y = self.drop(y) + x = self.norm_layers_1[i](x + y) + y = self.ffn_layers[i](x, x_mask) + y = self.drop(y) + x = self.norm_layers_2[i](x + y) + x = x * x_mask + return x + + +class TextEncoder(nn.Module): + def __init__( + self, + encoder_type, + encoder_params, + duration_predictor_params, + n_vocab, + n_spks=1, + spk_emb_dim=128, + ): + super().__init__() + self.encoder_type = encoder_type + self.n_vocab = n_vocab + self.n_feats = encoder_params.n_feats + self.n_channels = encoder_params.n_channels + self.spk_emb_dim = spk_emb_dim + self.n_spks = n_spks + + self.emb = torch.nn.Embedding(n_vocab, self.n_channels) + torch.nn.init.normal_(self.emb.weight, 0.0, self.n_channels**-0.5) + + if encoder_params.prenet: + self.prenet = ConvReluNorm( + self.n_channels, + self.n_channels, + self.n_channels, + kernel_size=5, + n_layers=3, + p_dropout=0.5, + ) + else: + self.prenet = lambda x, x_mask: x + + self.encoder = Encoder( + encoder_params.n_channels + (spk_emb_dim if n_spks > 1 else 0), + encoder_params.filter_channels, + encoder_params.n_heads, + encoder_params.n_layers, + encoder_params.kernel_size, + encoder_params.p_dropout, + ) + + self.proj_m = torch.nn.Conv1d(self.n_channels + (spk_emb_dim if n_spks > 1 else 0), self.n_feats, 1) + self.proj_w = DurationPredictor( + self.n_channels + (spk_emb_dim if n_spks > 1 else 0), + duration_predictor_params.filter_channels_dp, + duration_predictor_params.kernel_size, + duration_predictor_params.p_dropout, + ) + + def forward(self, x, x_lengths, spks=None): + """Run forward pass to the transformer based encoder and duration predictor + + Args: + x (torch.Tensor): text input + shape: (batch_size, max_text_length) + x_lengths (torch.Tensor): text input lengths + shape: (batch_size,) + spks (torch.Tensor, optional): speaker ids. Defaults to None. + shape: (batch_size,) + + Returns: + mu (torch.Tensor): average output of the encoder + shape: (batch_size, n_feats, max_text_length) + logw (torch.Tensor): log duration predicted by the duration predictor + shape: (batch_size, 1, max_text_length) + x_mask (torch.Tensor): mask for the text input + shape: (batch_size, 1, max_text_length) + """ + x = self.emb(x) * math.sqrt(self.n_channels) + x = torch.transpose(x, 1, -1) + x_mask = torch.unsqueeze(sequence_mask(x_lengths, x.size(2)), 1).to(x.dtype) + + x = self.prenet(x, x_mask) + if self.n_spks > 1: + x = torch.cat([x, spks.unsqueeze(-1).repeat(1, 1, x.shape[-1])], dim=1) + x = self.encoder(x, x_mask) + mu = self.proj_m(x) * x_mask + + x_dp = torch.detach(x) + logw = self.proj_w(x_dp, x_mask) + + return mu, logw, x_mask diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/components/transformer.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/transformer.py new file mode 100644 index 0000000000000000000000000000000000000000..4d604f56c675cf4985aa95237d9333807ba3fc85 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/components/transformer.py @@ -0,0 +1,316 @@ +from typing import Any, Dict, Optional + +import torch +import torch.nn as nn # pylint: disable=consider-using-from-import +from diffusers.models.attention import ( + GEGLU, + GELU, + AdaLayerNorm, + AdaLayerNormZero, + ApproximateGELU, +) +from diffusers.models.attention_processor import Attention +from diffusers.models.lora import LoRACompatibleLinear +from diffusers.utils.torch_utils import maybe_allow_in_graph + + +class SnakeBeta(nn.Module): + """ + A modified Snake function which uses separate parameters for the magnitude of the periodic components + Shape: + - Input: (B, C, T) + - Output: (B, C, T), same shape as the input + Parameters: + - alpha - trainable parameter that controls frequency + - beta - trainable parameter that controls magnitude + References: + - This activation function is a modified version based on this paper by Liu Ziyin, Tilman Hartwig, Masahito Ueda: + https://arxiv.org/abs/2006.08195 + Examples: + >>> a1 = snakebeta(256) + >>> x = torch.randn(256) + >>> x = a1(x) + """ + + def __init__(self, in_features, out_features, alpha=1.0, alpha_trainable=True, alpha_logscale=True): + """ + Initialization. + INPUT: + - in_features: shape of the input + - alpha - trainable parameter that controls frequency + - beta - trainable parameter that controls magnitude + alpha is initialized to 1 by default, higher values = higher-frequency. + beta is initialized to 1 by default, higher values = higher-magnitude. + alpha will be trained along with the rest of your model. + """ + super().__init__() + self.in_features = out_features if isinstance(out_features, list) else [out_features] + self.proj = LoRACompatibleLinear(in_features, out_features) + + # initialize alpha + self.alpha_logscale = alpha_logscale + if self.alpha_logscale: # log scale alphas initialized to zeros + self.alpha = nn.Parameter(torch.zeros(self.in_features) * alpha) + self.beta = nn.Parameter(torch.zeros(self.in_features) * alpha) + else: # linear scale alphas initialized to ones + self.alpha = nn.Parameter(torch.ones(self.in_features) * alpha) + self.beta = nn.Parameter(torch.ones(self.in_features) * alpha) + + self.alpha.requires_grad = alpha_trainable + self.beta.requires_grad = alpha_trainable + + self.no_div_by_zero = 0.000000001 + + def forward(self, x): + """ + Forward pass of the function. + Applies the function to the input elementwise. + SnakeBeta ∶= x + 1/b * sin^2 (xa) + """ + x = self.proj(x) + if self.alpha_logscale: + alpha = torch.exp(self.alpha) + beta = torch.exp(self.beta) + else: + alpha = self.alpha + beta = self.beta + + x = x + (1.0 / (beta + self.no_div_by_zero)) * torch.pow(torch.sin(x * alpha), 2) + + return x + + +class FeedForward(nn.Module): + r""" + A feed-forward layer. + + Parameters: + dim (`int`): The number of channels in the input. + dim_out (`int`, *optional*): The number of channels in the output. If not given, defaults to `dim`. + mult (`int`, *optional*, defaults to 4): The multiplier to use for the hidden dimension. + dropout (`float`, *optional*, defaults to 0.0): The dropout probability to use. + activation_fn (`str`, *optional*, defaults to `"geglu"`): Activation function to be used in feed-forward. + final_dropout (`bool` *optional*, defaults to False): Apply a final dropout. + """ + + def __init__( + self, + dim: int, + dim_out: Optional[int] = None, + mult: int = 4, + dropout: float = 0.0, + activation_fn: str = "geglu", + final_dropout: bool = False, + ): + super().__init__() + inner_dim = int(dim * mult) + dim_out = dim_out if dim_out is not None else dim + + if activation_fn == "gelu": + act_fn = GELU(dim, inner_dim) + if activation_fn == "gelu-approximate": + act_fn = GELU(dim, inner_dim, approximate="tanh") + elif activation_fn == "geglu": + act_fn = GEGLU(dim, inner_dim) + elif activation_fn == "geglu-approximate": + act_fn = ApproximateGELU(dim, inner_dim) + elif activation_fn == "snakebeta": + act_fn = SnakeBeta(dim, inner_dim) + + self.net = nn.ModuleList([]) + # project in + self.net.append(act_fn) + # project dropout + self.net.append(nn.Dropout(dropout)) + # project out + self.net.append(LoRACompatibleLinear(inner_dim, dim_out)) + # FF as used in Vision Transformer, MLP-Mixer, etc. have a final dropout + if final_dropout: + self.net.append(nn.Dropout(dropout)) + + def forward(self, hidden_states): + for module in self.net: + hidden_states = module(hidden_states) + return hidden_states + + +@maybe_allow_in_graph +class BasicTransformerBlock(nn.Module): + r""" + A basic Transformer block. + + Parameters: + dim (`int`): The number of channels in the input and output. + num_attention_heads (`int`): The number of heads to use for multi-head attention. + attention_head_dim (`int`): The number of channels in each head. + dropout (`float`, *optional*, defaults to 0.0): The dropout probability to use. + cross_attention_dim (`int`, *optional*): The size of the encoder_hidden_states vector for cross attention. + only_cross_attention (`bool`, *optional*): + Whether to use only cross-attention layers. In this case two cross attention layers are used. + double_self_attention (`bool`, *optional*): + Whether to use two self-attention layers. In this case no cross attention layers are used. + activation_fn (`str`, *optional*, defaults to `"geglu"`): Activation function to be used in feed-forward. + num_embeds_ada_norm (: + obj: `int`, *optional*): The number of diffusion steps used during training. See `Transformer2DModel`. + attention_bias (: + obj: `bool`, *optional*, defaults to `False`): Configure if the attentions should contain a bias parameter. + """ + + def __init__( + self, + dim: int, + num_attention_heads: int, + attention_head_dim: int, + dropout=0.0, + cross_attention_dim: Optional[int] = None, + activation_fn: str = "geglu", + num_embeds_ada_norm: Optional[int] = None, + attention_bias: bool = False, + only_cross_attention: bool = False, + double_self_attention: bool = False, + upcast_attention: bool = False, + norm_elementwise_affine: bool = True, + norm_type: str = "layer_norm", + final_dropout: bool = False, + ): + super().__init__() + self.only_cross_attention = only_cross_attention + + self.use_ada_layer_norm_zero = (num_embeds_ada_norm is not None) and norm_type == "ada_norm_zero" + self.use_ada_layer_norm = (num_embeds_ada_norm is not None) and norm_type == "ada_norm" + + if norm_type in ("ada_norm", "ada_norm_zero") and num_embeds_ada_norm is None: + raise ValueError( + f"`norm_type` is set to {norm_type}, but `num_embeds_ada_norm` is not defined. Please make sure to" + f" define `num_embeds_ada_norm` if setting `norm_type` to {norm_type}." + ) + + # Define 3 blocks. Each block has its own normalization layer. + # 1. Self-Attn + if self.use_ada_layer_norm: + self.norm1 = AdaLayerNorm(dim, num_embeds_ada_norm) + elif self.use_ada_layer_norm_zero: + self.norm1 = AdaLayerNormZero(dim, num_embeds_ada_norm) + else: + self.norm1 = nn.LayerNorm(dim, elementwise_affine=norm_elementwise_affine) + self.attn1 = Attention( + query_dim=dim, + heads=num_attention_heads, + dim_head=attention_head_dim, + dropout=dropout, + bias=attention_bias, + cross_attention_dim=cross_attention_dim if only_cross_attention else None, + upcast_attention=upcast_attention, + ) + + # 2. Cross-Attn + if cross_attention_dim is not None or double_self_attention: + # We currently only use AdaLayerNormZero for self attention where there will only be one attention block. + # I.e. the number of returned modulation chunks from AdaLayerZero would not make sense if returned during + # the second cross attention block. + self.norm2 = ( + AdaLayerNorm(dim, num_embeds_ada_norm) + if self.use_ada_layer_norm + else nn.LayerNorm(dim, elementwise_affine=norm_elementwise_affine) + ) + self.attn2 = Attention( + query_dim=dim, + cross_attention_dim=cross_attention_dim if not double_self_attention else None, + heads=num_attention_heads, + dim_head=attention_head_dim, + dropout=dropout, + bias=attention_bias, + upcast_attention=upcast_attention, + # scale_qk=False, # uncomment this to not to use flash attention + ) # is self-attn if encoder_hidden_states is none + else: + self.norm2 = None + self.attn2 = None + + # 3. Feed-forward + self.norm3 = nn.LayerNorm(dim, elementwise_affine=norm_elementwise_affine) + self.ff = FeedForward(dim, dropout=dropout, activation_fn=activation_fn, final_dropout=final_dropout) + + # let chunk size default to None + self._chunk_size = None + self._chunk_dim = 0 + + def set_chunk_feed_forward(self, chunk_size: Optional[int], dim: int): + # Sets chunk feed-forward + self._chunk_size = chunk_size + self._chunk_dim = dim + + def forward( + self, + hidden_states: torch.FloatTensor, + attention_mask: Optional[torch.FloatTensor] = None, + encoder_hidden_states: Optional[torch.FloatTensor] = None, + encoder_attention_mask: Optional[torch.FloatTensor] = None, + timestep: Optional[torch.LongTensor] = None, + cross_attention_kwargs: Dict[str, Any] = None, + class_labels: Optional[torch.LongTensor] = None, + ): + # Notice that normalization is always applied before the real computation in the following blocks. + # 1. Self-Attention + if self.use_ada_layer_norm: + norm_hidden_states = self.norm1(hidden_states, timestep) + elif self.use_ada_layer_norm_zero: + norm_hidden_states, gate_msa, shift_mlp, scale_mlp, gate_mlp = self.norm1( + hidden_states, timestep, class_labels, hidden_dtype=hidden_states.dtype + ) + else: + norm_hidden_states = self.norm1(hidden_states) + + cross_attention_kwargs = cross_attention_kwargs if cross_attention_kwargs is not None else {} + + attn_output = self.attn1( + norm_hidden_states, + encoder_hidden_states=encoder_hidden_states if self.only_cross_attention else None, + attention_mask=encoder_attention_mask if self.only_cross_attention else attention_mask, + **cross_attention_kwargs, + ) + if self.use_ada_layer_norm_zero: + attn_output = gate_msa.unsqueeze(1) * attn_output + hidden_states = attn_output + hidden_states + + # 2. Cross-Attention + if self.attn2 is not None: + norm_hidden_states = ( + self.norm2(hidden_states, timestep) if self.use_ada_layer_norm else self.norm2(hidden_states) + ) + + attn_output = self.attn2( + norm_hidden_states, + encoder_hidden_states=encoder_hidden_states, + attention_mask=encoder_attention_mask, + **cross_attention_kwargs, + ) + hidden_states = attn_output + hidden_states + + # 3. Feed-forward + norm_hidden_states = self.norm3(hidden_states) + + if self.use_ada_layer_norm_zero: + norm_hidden_states = norm_hidden_states * (1 + scale_mlp[:, None]) + shift_mlp[:, None] + + if self._chunk_size is not None: + # "feed_forward_chunk_size" can be used to save memory + if norm_hidden_states.shape[self._chunk_dim] % self._chunk_size != 0: + raise ValueError( + f"`hidden_states` dimension to be chunked: {norm_hidden_states.shape[self._chunk_dim]} has to be divisible by chunk size: {self._chunk_size}. Make sure to set an appropriate `chunk_size` when calling `unet.enable_forward_chunking`." + ) + + num_chunks = norm_hidden_states.shape[self._chunk_dim] // self._chunk_size + ff_output = torch.cat( + [self.ff(hid_slice) for hid_slice in norm_hidden_states.chunk(num_chunks, dim=self._chunk_dim)], + dim=self._chunk_dim, + ) + else: + ff_output = self.ff(norm_hidden_states) + + if self.use_ada_layer_norm_zero: + ff_output = gate_mlp.unsqueeze(1) * ff_output + + hidden_states = ff_output + hidden_states + + return hidden_states diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/models/matcha_tts.py b/matcha_inference_standalone/Matcha-TTS/matcha/models/matcha_tts.py new file mode 100644 index 0000000000000000000000000000000000000000..c934e68650e0db7dddef841070a3c07796265025 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/models/matcha_tts.py @@ -0,0 +1,241 @@ +import datetime as dt +import math +import random + +import torch + +import matcha.utils.monotonic_align as monotonic_align # pylint: disable=consider-using-from-import +from matcha import utils +from matcha.models.baselightningmodule import BaseLightningClass +from matcha.models.components.flow_matching import CFM +from matcha.models.components.text_encoder import TextEncoder +from matcha.utils.model import ( + denormalize, + duration_loss, + fix_len_compatibility, + generate_path, + sequence_mask, +) +class MatchaTTS(BaseLightningClass): # 🍵 + def __init__( + self, + n_vocab, + n_spks, + spk_emb_dim, + n_feats, + encoder, + decoder, + cfm, + data_statistics, + out_size, + optimizer=None, + scheduler=None, + prior_loss=True, + use_precomputed_durations=False, + ): + super().__init__() + + self.save_hyperparameters(logger=False) + + self.n_vocab = n_vocab + self.n_spks = n_spks + self.spk_emb_dim = spk_emb_dim + self.n_feats = n_feats + self.out_size = out_size + self.prior_loss = prior_loss + self.use_precomputed_durations = use_precomputed_durations + + if n_spks > 1: + self.spk_emb = torch.nn.Embedding(n_spks, spk_emb_dim) + + self.encoder = TextEncoder( + encoder.encoder_type, + encoder.encoder_params, + encoder.duration_predictor_params, + n_vocab, + n_spks, + spk_emb_dim, + ) + + self.decoder = CFM( + in_channels=2 * encoder.encoder_params.n_feats, + out_channel=encoder.encoder_params.n_feats, + cfm_params=cfm, + decoder_params=decoder, + n_spks=n_spks, + spk_emb_dim=spk_emb_dim, + ) + + self.update_data_statistics(data_statistics) + + @torch.inference_mode() + def synthesise(self, x, x_lengths, n_timesteps, temperature=1.0, spks=None, length_scale=1.0): + """ + Generates mel-spectrogram from text. Returns: + 1. encoder outputs + 2. decoder outputs + 3. generated alignment + + Args: + x (torch.Tensor): batch of texts, converted to a tensor with phoneme embedding ids. + shape: (batch_size, max_text_length) + x_lengths (torch.Tensor): lengths of texts in batch. + shape: (batch_size,) + n_timesteps (int): number of steps to use for reverse diffusion in decoder. + temperature (float, optional): controls variance of terminal distribution. + spks (bool, optional): speaker ids. + shape: (batch_size,) + length_scale (float, optional): controls speech pace. + Increase value to slow down generated speech and vice versa. + + Returns: + dict: { + "encoder_outputs": torch.Tensor, shape: (batch_size, n_feats, max_mel_length), + # Average mel spectrogram generated by the encoder + "decoder_outputs": torch.Tensor, shape: (batch_size, n_feats, max_mel_length), + # Refined mel spectrogram improved by the CFM + "attn": torch.Tensor, shape: (batch_size, max_text_length, max_mel_length), + # Alignment map between text and mel spectrogram + "mel": torch.Tensor, shape: (batch_size, n_feats, max_mel_length), + # Denormalized mel spectrogram + "mel_lengths": torch.Tensor, shape: (batch_size,), + # Lengths of mel spectrograms + "rtf": float, + # Real-time factor + } + """ + # For RTF computation + t = dt.datetime.now() + + if self.n_spks > 1: + # Get speaker embedding + spks = self.spk_emb(spks.long()) + + # Get encoder_outputs `mu_x` and log-scaled token durations `logw` + mu_x, logw, x_mask = self.encoder(x, x_lengths, spks) + + w = torch.exp(logw) * x_mask + w_ceil = torch.ceil(w) * length_scale + y_lengths = torch.clamp_min(torch.sum(w_ceil, [1, 2]), 1).long() + y_max_length = y_lengths.max() + y_max_length_ = fix_len_compatibility(y_max_length) + + # Using obtained durations `w` construct alignment map `attn` + y_mask = sequence_mask(y_lengths, y_max_length_).unsqueeze(1).to(x_mask.dtype) + attn_mask = x_mask.unsqueeze(-1) * y_mask.unsqueeze(2) + attn = generate_path(w_ceil.squeeze(1), attn_mask.squeeze(1)).unsqueeze(1) + + # Align encoded text and get mu_y + mu_y = torch.matmul(attn.squeeze(1).transpose(1, 2), mu_x.transpose(1, 2)) + mu_y = mu_y.transpose(1, 2) + encoder_outputs = mu_y[:, :, :y_max_length] + + # Generate sample tracing the probability flow + decoder_outputs = self.decoder(mu_y, y_mask, n_timesteps, temperature, spks) + decoder_outputs = decoder_outputs[:, :, :y_max_length] + + t = (dt.datetime.now() - t).total_seconds() + rtf = t * 22050 / (decoder_outputs.shape[-1] * 256) + + return { + "encoder_outputs": encoder_outputs, + "decoder_outputs": decoder_outputs, + "attn": attn[:, :, :y_max_length], + "mel": denormalize(decoder_outputs, self.mel_mean, self.mel_std), + "mel_lengths": y_lengths, + "rtf": rtf, + } + + def forward(self, x, x_lengths, y, y_lengths, spks=None, out_size=None, cond=None, durations=None): + """ + Computes 3 losses: + 1. duration loss: loss between predicted token durations and those extracted by Monotonic Alignment Search (MAS). + 2. prior loss: loss between mel-spectrogram and encoder outputs. + 3. flow matching loss: loss between mel-spectrogram and decoder outputs. + + Args: + x (torch.Tensor): batch of texts, converted to a tensor with phoneme embedding ids. + shape: (batch_size, max_text_length) + x_lengths (torch.Tensor): lengths of texts in batch. + shape: (batch_size,) + y (torch.Tensor): batch of corresponding mel-spectrograms. + shape: (batch_size, n_feats, max_mel_length) + y_lengths (torch.Tensor): lengths of mel-spectrograms in batch. + shape: (batch_size,) + out_size (int, optional): length (in mel's sampling rate) of segment to cut, on which decoder will be trained. + Should be divisible by 2^{num of UNet downsamplings}. Needed to increase batch size. + spks (torch.Tensor, optional): speaker ids. + shape: (batch_size,) + """ + if self.n_spks > 1: + # Get speaker embedding + spks = self.spk_emb(spks) + + # Get encoder_outputs `mu_x` and log-scaled token durations `logw` + mu_x, logw, x_mask = self.encoder(x, x_lengths, spks) + y_max_length = y.shape[-1] + + y_mask = sequence_mask(y_lengths, y_max_length).unsqueeze(1).to(x_mask) + attn_mask = x_mask.unsqueeze(-1) * y_mask.unsqueeze(2) + + if self.use_precomputed_durations: + attn = generate_path(durations.squeeze(1), attn_mask.squeeze(1)) + else: + # Use MAS to find most likely alignment `attn` between text and mel-spectrogram + with torch.no_grad(): + const = -0.5 * math.log(2 * math.pi) * self.n_feats + factor = -0.5 * torch.ones(mu_x.shape, dtype=mu_x.dtype, device=mu_x.device) + y_square = torch.matmul(factor.transpose(1, 2), y**2) + y_mu_double = torch.matmul(2.0 * (factor * mu_x).transpose(1, 2), y) + mu_square = torch.sum(factor * (mu_x**2), 1).unsqueeze(-1) + log_prior = y_square - y_mu_double + mu_square + const + + attn = monotonic_align.maximum_path(log_prior, attn_mask.squeeze(1)) + attn = attn.detach() # b, t_text, T_mel + + # Compute loss between predicted log-scaled durations and those obtained from MAS + # refered to as prior loss in the paper + logw_ = torch.log(1e-8 + torch.sum(attn.unsqueeze(1), -1)) * x_mask + dur_loss = duration_loss(logw, logw_, x_lengths) + + # Cut a small segment of mel-spectrogram in order to increase batch size + # - "Hack" taken from Grad-TTS, in case of Grad-TTS, we cannot train batch size 32 on a 24GB GPU without it + # - Do not need this hack for Matcha-TTS, but it works with it as well + if not isinstance(out_size, type(None)): + max_offset = (y_lengths - out_size).clamp(0) + offset_ranges = list(zip([0] * max_offset.shape[0], max_offset.cpu().numpy())) + out_offset = torch.LongTensor( + [torch.tensor(random.choice(range(start, end)) if end > start else 0) for start, end in offset_ranges] + ).to(y_lengths) + attn_cut = torch.zeros(attn.shape[0], attn.shape[1], out_size, dtype=attn.dtype, device=attn.device) + y_cut = torch.zeros(y.shape[0], self.n_feats, out_size, dtype=y.dtype, device=y.device) + + y_cut_lengths = [] + for i, (y_, out_offset_) in enumerate(zip(y, out_offset)): + y_cut_length = out_size + (y_lengths[i] - out_size).clamp(None, 0) + y_cut_lengths.append(y_cut_length) + cut_lower, cut_upper = out_offset_, out_offset_ + y_cut_length + y_cut[i, :, :y_cut_length] = y_[:, cut_lower:cut_upper] + attn_cut[i, :, :y_cut_length] = attn[i, :, cut_lower:cut_upper] + + y_cut_lengths = torch.LongTensor(y_cut_lengths) + y_cut_mask = sequence_mask(y_cut_lengths).unsqueeze(1).to(y_mask) + + attn = attn_cut + y = y_cut + y_mask = y_cut_mask + + # Align encoded text with mel-spectrogram and get mu_y segment + mu_y = torch.matmul(attn.squeeze(1).transpose(1, 2), mu_x.transpose(1, 2)) + mu_y = mu_y.transpose(1, 2) + + # Compute loss of the decoder + diff_loss, _ = self.decoder.compute_loss(x1=y, mask=y_mask, mu=mu_y, spks=spks, cond=cond) + + if self.prior_loss: + prior_loss = torch.sum(0.5 * ((y - mu_y) ** 2 + math.log(2 * math.pi)) * y_mask) + prior_loss = prior_loss / (torch.sum(y_mask) * self.n_feats) + else: + prior_loss = 0 + + return dur_loss, prior_loss, diff_loss, attn diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/text/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/text/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..50d7b90bc45b527caa9a3c0709d6dde6719d8fb9 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/text/__init__.py @@ -0,0 +1,57 @@ +""" from https://github.com/keithito/tacotron """ +from matcha.text import cleaners +from matcha.text.symbols import symbols + +# Mappings from symbol to numeric ID and vice versa: +_symbol_to_id = {s: i for i, s in enumerate(symbols)} +_id_to_symbol = {i: s for i, s in enumerate(symbols)} # pylint: disable=unnecessary-comprehension + + +class UnknownCleanerException(Exception): + pass + + +def text_to_sequence(text, cleaner_names): + """Converts a string of text to a sequence of IDs corresponding to the symbols in the text. + Args: + text: string to convert to a sequence + cleaner_names: names of the cleaner functions to run the text through + Returns: + List of integers corresponding to the symbols in the text + """ + sequence = [] + + clean_text = _clean_text(text, cleaner_names) + for symbol in clean_text: + symbol_id = _symbol_to_id[symbol] + sequence += [symbol_id] + return sequence, clean_text + + +def cleaned_text_to_sequence(cleaned_text): + """Converts a string of text to a sequence of IDs corresponding to the symbols in the text. + Args: + text: string to convert to a sequence + Returns: + List of integers corresponding to the symbols in the text + """ + sequence = [_symbol_to_id[symbol] for symbol in cleaned_text] + return sequence + + +def sequence_to_text(sequence): + """Converts a sequence of IDs back to a string""" + result = "" + for symbol_id in sequence: + s = _id_to_symbol[symbol_id] + result += s + return result + + +def _clean_text(text, cleaner_names): + for name in cleaner_names: + cleaner = getattr(cleaners, name) + if not cleaner: + raise UnknownCleanerException(f"Unknown cleaner: {name}") + text = cleaner(text) + return text diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/text/cleaners.py b/matcha_inference_standalone/Matcha-TTS/matcha/text/cleaners.py new file mode 100644 index 0000000000000000000000000000000000000000..12e5034b35884f43836332e56a30e2ebdfcf9d82 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/text/cleaners.py @@ -0,0 +1,174 @@ +""" from https://github.com/keithito/tacotron + +Cleaners are transformations that run over the input text at both training and eval time. + +Cleaners can be selected by passing a comma-delimited list of cleaner names as the "cleaners" +hyperparameter. Some cleaners are English-specific. You'll typically want to use: + 1. "english_cleaners" for English text + 2. "transliteration_cleaners" for non-English text that can be transliterated to ASCII using + the Unidecode library (https://pypi.python.org/pypi/Unidecode) + 3. "basic_cleaners" if you do not want to transliterate (in this case, you should also update + the symbols in symbols.py to match your data). +""" + +import logging +import re +import platform +import phonemizer +from unidecode import unidecode +from underthesea import text_normalize +from num2words import num2words + +# To avoid excessive logging we set the log level of the phonemizer package to Critical +critical_logger = logging.getLogger("phonemizer") +critical_logger.setLevel(logging.CRITICAL) + +# Intializing the phonemizer globally significantly reduces the speed +global_phonemizer = phonemizer.backend.EspeakBackend( + language="en-us", + preserve_punctuation=True, + with_stress=True, + language_switch="remove-flags", + logger=critical_logger, +) + +_ESPEAK_VI = None + +# Regular expression matching whitespace: +_whitespace_re = re.compile(r"\s+") + +# Remove brackets +_brackets_re = re.compile(r"[\[\]\(\)\{\}]") + +# List of (regular expression, replacement) pairs for abbreviations: +_abbreviations = [ + (re.compile(f"\\b{x[0]}\\.", re.IGNORECASE), x[1]) + for x in [ + ("mrs", "misess"), + ("mr", "mister"), + ("dr", "doctor"), + ("st", "saint"), + ("co", "company"), + ("jr", "junior"), + ("maj", "major"), + ("gen", "general"), + ("drs", "doctors"), + ("rev", "reverend"), + ("lt", "lieutenant"), + ("hon", "honorable"), + ("sgt", "sergeant"), + ("capt", "captain"), + ("esq", "esquire"), + ("ltd", "limited"), + ("col", "colonel"), + ("ft", "fort"), + ] +] + + +def expand_abbreviations(text): + for regex, replacement in _abbreviations: + text = re.sub(regex, replacement, text) + return text + + +def lowercase(text): + return text.lower() + + +def remove_brackets(text): + return re.sub(_brackets_re, "", text) + + +def collapse_whitespace(text): + return re.sub(_whitespace_re, " ", text) + + +def convert_to_ascii(text): + return unidecode(text) + + +def basic_cleaners(text): + """Basic pipeline that lowercases and collapses whitespace without transliteration.""" + text = lowercase(text) + text = collapse_whitespace(text) + return text + + +def transliteration_cleaners(text): + """Pipeline for non-English text that transliterates to ASCII.""" + text = convert_to_ascii(text) + text = lowercase(text) + text = collapse_whitespace(text) + return text + + +def english_cleaners2(text): + """Pipeline for English text, including abbreviation expansion. + punctuation + stress""" + text = convert_to_ascii(text) + text = lowercase(text) + text = expand_abbreviations(text) + phonemes = global_phonemizer.phonemize([text], strip=True, njobs=1)[0] + # Added in some cases espeak is not removing brackets + phonemes = remove_brackets(phonemes) + phonemes = collapse_whitespace(phonemes) + return phonemes + + +def ipa_simplifier(text): + replacements = [ + ("ɐ", "ə"), + ("ˈə", "ə"), + ("ʤ", "dʒ"), + ("ʧ", "tʃ"), + ("ᵻ", "ɪ"), + ] + for replacement in replacements: + text = text.replace(replacement[0], replacement[1]) + phonemes = collapse_whitespace(text) + return phonemes + + +_NAM_20xx = re.compile(r"^20\d{2}$") +_CHU_SO = re.compile(r"^\d+$") + + +def basic_cleaners_vi_female(text: str) -> str: + """normalize then phonemize for Vietnamese female voice""" + global _ESPEAK_VI + if _ESPEAK_VI is None: + if platform.system().lower() == "windows" and not phonemizer.backend.EspeakBackend.is_available(): + from phonemizer.backend.espeak.wrapper import EspeakWrapper + EspeakWrapper.set_library(r"C:\Program Files\eSpeak NG\libespeak-ng.dll") + _ESPEAK_VI = phonemizer.backend.EspeakBackend( + "vi", + preserve_punctuation=True, + language_switch="remove-flags", + with_stress=True, + tie=True, + logger=critical_logger + ) + + txt = text_normalize(text).replace("-", " ") + text_list = [] + for word in txt.split(): + if word == "%": + text_list.extend(["phần", "trăm"]) + elif word == "&": + text_list.append("và") + elif _NAM_20xx.match(word) is not None: + num = "hai ngàn không trăm " + num2words(int(word[-2:]), lang="vi") + text_list.extend(num.split(" ")) + elif _CHU_SO.match(word) is not None: + num = num2words(int(word), lang="vi").replace("nghìn", "ngàn") + text_list.extend(num.split(" ")) + elif word in ".,;!?": + if text_list: + text_list[-1] += word + else: + text_list.append(word) + else: + text_list.append(word) + + ipa_list = _ESPEAK_VI.phonemize(text_list, strip=True) + return " ".join(ipa_list).strip() diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/text/numbers.py b/matcha_inference_standalone/Matcha-TTS/matcha/text/numbers.py new file mode 100644 index 0000000000000000000000000000000000000000..f99a8686dcb73532091122613e74bd643a8a327f --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/text/numbers.py @@ -0,0 +1,71 @@ +""" from https://github.com/keithito/tacotron """ + +import re + +import inflect + +_inflect = inflect.engine() +_comma_number_re = re.compile(r"([0-9][0-9\,]+[0-9])") +_decimal_number_re = re.compile(r"([0-9]+\.[0-9]+)") +_pounds_re = re.compile(r"£([0-9\,]*[0-9]+)") +_dollars_re = re.compile(r"\$([0-9\.\,]*[0-9]+)") +_ordinal_re = re.compile(r"[0-9]+(st|nd|rd|th)") +_number_re = re.compile(r"[0-9]+") + + +def _remove_commas(m): + return m.group(1).replace(",", "") + + +def _expand_decimal_point(m): + return m.group(1).replace(".", " point ") + + +def _expand_dollars(m): + match = m.group(1) + parts = match.split(".") + if len(parts) > 2: + return match + " dollars" + dollars = int(parts[0]) if parts[0] else 0 + cents = int(parts[1]) if len(parts) > 1 and parts[1] else 0 + if dollars and cents: + dollar_unit = "dollar" if dollars == 1 else "dollars" + cent_unit = "cent" if cents == 1 else "cents" + return f"{dollars} {dollar_unit}, {cents} {cent_unit}" + elif dollars: + dollar_unit = "dollar" if dollars == 1 else "dollars" + return f"{dollars} {dollar_unit}" + elif cents: + cent_unit = "cent" if cents == 1 else "cents" + return f"{cents} {cent_unit}" + else: + return "zero dollars" + + +def _expand_ordinal(m): + return _inflect.number_to_words(m.group(0)) + + +def _expand_number(m): + num = int(m.group(0)) + if num > 1000 and num < 3000: + if num == 2000: + return "two thousand" + elif num > 2000 and num < 2010: + return "two thousand " + _inflect.number_to_words(num % 100) + elif num % 100 == 0: + return _inflect.number_to_words(num // 100) + " hundred" + else: + return _inflect.number_to_words(num, andword="", zero="oh", group=2).replace(", ", " ") + else: + return _inflect.number_to_words(num, andword="") + + +def normalize_numbers(text): + text = re.sub(_comma_number_re, _remove_commas, text) + text = re.sub(_pounds_re, r"\1 pounds", text) + text = re.sub(_dollars_re, _expand_dollars, text) + text = re.sub(_decimal_number_re, _expand_decimal_point, text) + text = re.sub(_ordinal_re, _expand_ordinal, text) + text = re.sub(_number_re, _expand_number, text) + return text diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/text/symbols.py b/matcha_inference_standalone/Matcha-TTS/matcha/text/symbols.py new file mode 100644 index 0000000000000000000000000000000000000000..50ade0c5ee4a8e7428bdb0b4d0d8b88acabd75aa --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/text/symbols.py @@ -0,0 +1,243 @@ +"""this script, specific to vietnamese, only exist to replace Matcha-TTS/text/symbols.py""" + +_pad = "_" +_punctuation = [ + chr(59), # ; + chr(58), # : + chr(44), # , + chr(46), # . + chr(33), # ! + chr(63), # ? + chr(161), # ¡ + chr(191), # ¿ + chr(45), # - + chr(8212), # — + chr(8230), # … + chr(39), # ' + chr(34), # " + chr(171), # « + chr(187), # » + chr(8220), # “ + chr(8221), # ” + chr(32), # space +] +_letters = [ + chr(97), # a + chr(225), # á + chr(7843), # ả + chr(224), # à + chr(227), # ã + chr(7841), # ạ + chr(226), # â + chr(7845), # ấ + chr(7849), # ẩ + chr(7847), # ầ + chr(7851), # ẫ + chr(7853), # ậ + chr(259), # ă + chr(7855), # ắ + chr(7859), # ẳ + chr(7857), # ằ + chr(7861), # ẵ + chr(7863), # ặ + chr(98), # b + chr(99), # c + chr(100), # d + chr(273), # đ + chr(101), # e + chr(233), # é + chr(7867), # ẻ + chr(232), # è + chr(7869), # ẽ + chr(7865), # ẹ + chr(234), # ê + chr(7871), # ế + chr(7875), # ể + chr(7873), # ề + chr(7877), # ễ + chr(7879), # ệ + chr(102), # f + chr(103), # g + chr(104), # h + chr(105), # i + chr(237), # í + chr(7881), # ỉ + chr(236), # ì + chr(297), # ĩ + chr(7883), # ị + chr(106), # j + chr(107), # k + chr(108), # l + chr(109), # m + chr(110), # n + chr(111), # o + chr(243), # ó + chr(7887), # ỏ + chr(242), # ò + chr(245), # õ + chr(7885), # ọ + chr(244), # ô + chr(7889), # ố + chr(7893), # ổ + chr(7895), # ỗ + chr(7897), # ộ + chr(417), # ơ + chr(7899), # ớ + chr(7903), # ở + chr(7901), # ờ + chr(7905), # ỡ + chr(7907), # ợ + chr(112), # p + chr(113), # q + chr(114), # r + chr(115), # s + chr(116), # t + chr(117), # u + chr(250), # ú + chr(7911), # ủ + chr(249), # ù + chr(361), # ũ + chr(7909), # ụ + chr(432), # ư + chr(7913), # ứ + chr(7917), # ử + chr(7915), # ừ + chr(7919), # ữ + chr(7921), # ự + chr(118), # v + chr(119), # w + chr(120), # x + chr(121), # y + chr(253), # ý + chr(7927), # ỷ + chr(7923), # ỳ + chr(7929), # ỹ + chr(7925), # ỵ + chr(122), # z + chr(48), # 0 + chr(49), # 1 + chr(50), # 2 + chr(51), # 3 + chr(52), # 4 + chr(53), # 5 + chr(54), # 6 + chr(55), # 7 + chr(56), # 8 + chr(57), # 9 +] +_letters_ipa = [ + chr(593), # ɑ + chr(592), # ɐ + chr(594), # ɒ + chr(230), # æ + chr(595), # ɓ + chr(665), # ʙ + chr(946), # β + chr(596), # ɔ + chr(597), # ɕ + chr(231), # ç + chr(599), # ɗ + chr(598), # ɖ + chr(240), # ð + chr(676), # ʤ + chr(601), # ə + chr(600), # ɘ + chr(602), # ɚ + chr(603), # ɛ + chr(604), # ɜ + chr(605), # ɝ + chr(606), # ɞ + chr(607), # ɟ + chr(644), # ʄ + chr(609), # ɡ + chr(608), # ɠ + chr(610), # ɢ + chr(667), # ʛ + chr(614), # ɦ + chr(615), # ɧ + chr(295), # ħ + chr(613), # ɥ + chr(668), # ʜ + chr(616), # ɨ + chr(618), # ɪ + chr(669), # ʝ + chr(621), # ɭ + chr(620), # ɬ + chr(619), # ɫ + chr(622), # ɮ + chr(671), # ʟ + chr(625), # ɱ + chr(623), # ɯ + chr(624), # ɰ + chr(331), # ŋ + chr(627), # ɳ + chr(626), # ɲ + chr(628), # ɴ + chr(248), # ø + chr(629), # ɵ + chr(632), # ɸ + chr(952), # θ + chr(339), # œ + chr(630), # ɶ + chr(664), # ʘ + chr(633), # ɹ + chr(634), # ɺ + chr(638), # ɾ + chr(635), # ɻ + chr(640), # ʀ + chr(641), # ʁ + chr(637), # ɽ + chr(642), # ʂ + chr(643), # ʃ + chr(648), # ʈ + chr(649), # ʉ + chr(650), # ʊ + chr(651), # ʋ + chr(11377), # ⱱ + chr(652), # ʌ + chr(611), # ɣ + chr(612), # ɤ + chr(653), # ʍ + chr(967), # χ + chr(654), # ʎ + chr(655), # ʏ + chr(657), # ʑ + chr(656), # ʐ + chr(658), # ʒ + chr(660), # ʔ + chr(673), # ʡ + chr(661), # ʕ + chr(674), # ʢ + chr(448), # ǀ + chr(449), # ǁ + chr(450), # ǂ + chr(451), # ǃ + chr(712), # ˈ + chr(716), # ˌ + chr(720), # ː + chr(721), # ˑ + chr(700), # ʼ + chr(692), # ʴ + chr(688), # ʰ + chr(689), # ʱ + chr(690), # ʲ + chr(695), # ʷ + chr(736), # ˠ + chr(740), # ˤ + chr(734), # ˞ + chr(8595), # ↓ + chr(8593), # ↑ + chr(8594), # → + chr(8599), # ↗ + chr(8600), # ↘ + chr(809), # ̩ + chr(7547), # ᵻ + chr(810), # ̪ + chr(865), # ͡ +] + +# Export all symbols: +symbols = [_pad] + _punctuation + _letters + _letters_ipa + +# Special symbol ids +SPACE_ID = symbols.index(" ") diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..4fc74ee841a9fdb391f107352c658ad795e4ede1 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/__init__.py @@ -0,0 +1 @@ +from matcha.utils.utils import * diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/audio.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/audio.py new file mode 100644 index 0000000000000000000000000000000000000000..d257f0d652822851714c47826dc4b1b69fb09fcd --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/audio.py @@ -0,0 +1,82 @@ +import numpy as np +import torch +import torch.utils.data +from librosa.filters import mel as librosa_mel_fn +from scipy.io.wavfile import read + +MAX_WAV_VALUE = 32768.0 + + +def load_wav(full_path): + sampling_rate, data = read(full_path) + return data, sampling_rate + + +def dynamic_range_compression(x, C=1, clip_val=1e-5): + return np.log(np.clip(x, a_min=clip_val, a_max=None) * C) + + +def dynamic_range_decompression(x, C=1): + return np.exp(x) / C + + +def dynamic_range_compression_torch(x, C=1, clip_val=1e-5): + return torch.log(torch.clamp(x, min=clip_val) * C) + + +def dynamic_range_decompression_torch(x, C=1): + return torch.exp(x) / C + + +def spectral_normalize_torch(magnitudes): + output = dynamic_range_compression_torch(magnitudes) + return output + + +def spectral_de_normalize_torch(magnitudes): + output = dynamic_range_decompression_torch(magnitudes) + return output + + +mel_basis = {} +hann_window = {} + + +def mel_spectrogram(y, n_fft, num_mels, sampling_rate, hop_size, win_size, fmin, fmax, center=False): + if torch.min(y) < -1.0: + print("min value is ", torch.min(y)) + if torch.max(y) > 1.0: + print("max value is ", torch.max(y)) + + global mel_basis, hann_window # pylint: disable=global-statement,global-variable-not-assigned + if f"{str(fmax)}_{str(y.device)}" not in mel_basis: + mel = librosa_mel_fn(sr=sampling_rate, n_fft=n_fft, n_mels=num_mels, fmin=fmin, fmax=fmax) + mel_basis[str(fmax) + "_" + str(y.device)] = torch.from_numpy(mel).float().to(y.device) + hann_window[str(y.device)] = torch.hann_window(win_size).to(y.device) + + y = torch.nn.functional.pad( + y.unsqueeze(1), (int((n_fft - hop_size) / 2), int((n_fft - hop_size) / 2)), mode="reflect" + ) + y = y.squeeze(1) + + spec = torch.view_as_real( + torch.stft( + y, + n_fft, + hop_length=hop_size, + win_length=win_size, + window=hann_window[str(y.device)], + center=center, + pad_mode="reflect", + normalized=False, + onesided=True, + return_complex=True, + ) + ) + + spec = torch.sqrt(spec.pow(2).sum(-1) + (1e-9)) + + spec = torch.matmul(mel_basis[str(fmax) + "_" + str(y.device)], spec) + spec = spectral_normalize_torch(spec) + + return spec diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/model.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/model.py new file mode 100644 index 0000000000000000000000000000000000000000..869cc6092f5952930534c47544fae88308e96abf --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/model.py @@ -0,0 +1,90 @@ +""" from https://github.com/jaywalnut310/glow-tts """ + +import numpy as np +import torch + + +def sequence_mask(length, max_length=None): + if max_length is None: + max_length = length.max() + x = torch.arange(max_length, dtype=length.dtype, device=length.device) + return x.unsqueeze(0) < length.unsqueeze(1) + + +def fix_len_compatibility(length, num_downsamplings_in_unet=2): + factor = torch.scalar_tensor(2).pow(num_downsamplings_in_unet) + length = (length / factor).ceil() * factor + if not torch.onnx.is_in_onnx_export(): + return length.int().item() + else: + return length + + +def convert_pad_shape(pad_shape): + inverted_shape = pad_shape[::-1] + pad_shape = [item for sublist in inverted_shape for item in sublist] + return pad_shape + + +def generate_path(duration, mask): + device = duration.device + + b, t_x, t_y = mask.shape + cum_duration = torch.cumsum(duration, 1) + path = torch.zeros(b, t_x, t_y, dtype=mask.dtype).to(device=device) + + cum_duration_flat = cum_duration.view(b * t_x) + path = sequence_mask(cum_duration_flat, t_y).to(mask.dtype) + path = path.view(b, t_x, t_y) + path = path - torch.nn.functional.pad(path, convert_pad_shape([[0, 0], [1, 0], [0, 0]]))[:, :-1] + path = path * mask + return path + + +def duration_loss(logw, logw_, lengths): + loss = torch.sum((logw - logw_) ** 2) / torch.sum(lengths) + return loss + + +def normalize(data, mu, std): + if not isinstance(mu, (float, int)): + if isinstance(mu, list): + mu = torch.tensor(mu, dtype=data.dtype, device=data.device) + elif isinstance(mu, torch.Tensor): + mu = mu.to(data.device) + elif isinstance(mu, np.ndarray): + mu = torch.from_numpy(mu).to(data.device) + mu = mu.unsqueeze(-1) + + if not isinstance(std, (float, int)): + if isinstance(std, list): + std = torch.tensor(std, dtype=data.dtype, device=data.device) + elif isinstance(std, torch.Tensor): + std = std.to(data.device) + elif isinstance(std, np.ndarray): + std = torch.from_numpy(std).to(data.device) + std = std.unsqueeze(-1) + + return (data - mu) / std + + +def denormalize(data, mu, std): + if not isinstance(mu, float): + if isinstance(mu, list): + mu = torch.tensor(mu, dtype=data.dtype, device=data.device) + elif isinstance(mu, torch.Tensor): + mu = mu.to(data.device) + elif isinstance(mu, np.ndarray): + mu = torch.from_numpy(mu).to(data.device) + mu = mu.unsqueeze(-1) + + if not isinstance(std, float): + if isinstance(std, list): + std = torch.tensor(std, dtype=data.dtype, device=data.device) + elif isinstance(std, torch.Tensor): + std = std.to(data.device) + elif isinstance(std, np.ndarray): + std = torch.from_numpy(std).to(data.device) + std = std.unsqueeze(-1) + + return data * std + mu diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/__init__.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..eee6e0d47c2e3612ef02bc17442e6886998e5a94 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/__init__.py @@ -0,0 +1,22 @@ +import numpy as np +import torch + +from matcha.utils.monotonic_align.core import maximum_path_c + + +def maximum_path(value, mask): + """Cython optimised version. + value: [b, t_x, t_y] + mask: [b, t_x, t_y] + """ + value = value * mask + device = value.device + dtype = value.dtype + value = value.data.cpu().numpy().astype(np.float32) + path = np.zeros_like(value).astype(np.int32) + mask = mask.data.cpu().numpy() + + t_x_max = mask.sum(1)[:, 0].astype(np.int32) + t_y_max = mask.sum(2)[:, 0].astype(np.int32) + maximum_path_c(path, value, t_x_max, t_y_max) + return torch.from_numpy(path).to(device=device, dtype=dtype) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.c b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.c new file mode 100644 index 0000000000000000000000000000000000000000..10afd8ed40cfc74c0884bafc55f8f41ba0e3f9b0 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.c @@ -0,0 +1,29878 @@ +/* Generated by Cython 3.2.5 */ + +/* BEGIN: Cython Metadata +{ + "distutils": { + "depends": [], + "name": "matcha.utils.monotonic_align.core", + "sources": [ + "matcha/utils/monotonic_align/core.pyx" + ] + }, + "module_name": "matcha.utils.monotonic_align.core" +} +END: Cython Metadata */ + +#ifndef PY_SSIZE_T_CLEAN +#define PY_SSIZE_T_CLEAN +#endif /* PY_SSIZE_T_CLEAN */ +/* InitLimitedAPI */ +#if defined(Py_LIMITED_API) + #if !defined(CYTHON_LIMITED_API) + #define CYTHON_LIMITED_API 1 + #endif +#elif defined(CYTHON_LIMITED_API) + #ifdef _MSC_VER + #pragma message ("Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead.") + #else + #warning Limited API usage is enabled with 'CYTHON_LIMITED_API' but 'Py_LIMITED_API' does not define a Python target version. Consider setting 'Py_LIMITED_API' instead. + #endif +#endif + +#include "Python.h" +#ifndef Py_PYTHON_H + #error Python headers needed to compile C extensions, please install development version of Python. +#elif PY_VERSION_HEX < 0x03080000 + #error Cython requires Python 3.8+. +#else +#define __PYX_ABI_VERSION "3_2_5" +#define CYTHON_HEX_VERSION 0x030205F0 +#define CYTHON_FUTURE_DIVISION 1 +/* CModulePreamble */ +#include +#ifndef offsetof + #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) +#endif +#if !defined(_WIN32) && !defined(WIN32) && !defined(MS_WINDOWS) + #ifndef __stdcall + #define __stdcall + #endif + #ifndef __cdecl + #define __cdecl + #endif + #ifndef __fastcall + #define __fastcall + #endif +#endif +#ifndef DL_IMPORT + #define DL_IMPORT(t) t +#endif +#ifndef DL_EXPORT + #define DL_EXPORT(t) t +#endif +#define __PYX_COMMA , +#ifndef PY_LONG_LONG + #define PY_LONG_LONG LONG_LONG +#endif +#ifndef Py_HUGE_VAL + #define Py_HUGE_VAL HUGE_VAL +#endif +#define __PYX_LIMITED_VERSION_HEX PY_VERSION_HEX +#if defined(GRAALVM_PYTHON) + /* For very preliminary testing purposes. Most variables are set the same as PyPy. + The existence of this section does not imply that anything works or is even tested */ + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #define CYTHON_COMPILING_IN_LIMITED_API 0 + #define CYTHON_COMPILING_IN_GRAAL 1 + #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 0 + #undef CYTHON_USE_TYPE_SPECS + #define CYTHON_USE_TYPE_SPECS 0 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #undef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 0 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #undef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 1 + #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 + #undef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 0 + #undef CYTHON_ASSUME_SAFE_SIZE + #define CYTHON_ASSUME_SAFE_SIZE 0 + #undef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 0 + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_GIL + #define CYTHON_FAST_GIL 0 + #undef CYTHON_METH_FASTCALL + #define CYTHON_METH_FASTCALL 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #ifndef CYTHON_PEP487_INIT_SUBCLASS + #define CYTHON_PEP487_INIT_SUBCLASS 1 + #endif + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 1 + #undef CYTHON_USE_MODULE_STATE + #define CYTHON_USE_MODULE_STATE 0 + #undef CYTHON_USE_SYS_MONITORING + #define CYTHON_USE_SYS_MONITORING 0 + #undef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #undef CYTHON_USE_AM_SEND + #define CYTHON_USE_AM_SEND 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 1 + #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC + #define CYTHON_UPDATE_DESCRIPTOR_DOC 0 + #endif + #undef CYTHON_USE_FREELISTS + #define CYTHON_USE_FREELISTS 0 + #undef CYTHON_IMMORTAL_CONSTANTS + #define CYTHON_IMMORTAL_CONSTANTS 0 +#elif defined(PYPY_VERSION) + #define CYTHON_COMPILING_IN_PYPY 1 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #define CYTHON_COMPILING_IN_LIMITED_API 0 + #define CYTHON_COMPILING_IN_GRAAL 0 + #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #ifndef CYTHON_USE_TYPE_SPECS + #define CYTHON_USE_TYPE_SPECS 0 + #endif + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #undef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 0 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #undef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 1 + #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1 + #undef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 0 + #ifndef CYTHON_ASSUME_SAFE_SIZE + #define CYTHON_ASSUME_SAFE_SIZE 1 + #endif + #undef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 0 + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_GIL + #define CYTHON_FAST_GIL 0 + #undef CYTHON_METH_FASTCALL + #define CYTHON_METH_FASTCALL 0 + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #ifndef CYTHON_PEP487_INIT_SUBCLASS + #define CYTHON_PEP487_INIT_SUBCLASS 1 + #endif + #if PY_VERSION_HEX < 0x03090000 + #undef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 0 + #elif !defined(CYTHON_PEP489_MULTI_PHASE_INIT) + #define CYTHON_PEP489_MULTI_PHASE_INIT 1 + #endif + #undef CYTHON_USE_MODULE_STATE + #define CYTHON_USE_MODULE_STATE 0 + #undef CYTHON_USE_SYS_MONITORING + #define CYTHON_USE_SYS_MONITORING 0 + #ifndef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE (PYPY_VERSION_NUM >= 0x07030C00) + #endif + #undef CYTHON_USE_AM_SEND + #define CYTHON_USE_AM_SEND 0 + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 + #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC + #define CYTHON_UPDATE_DESCRIPTOR_DOC (PYPY_VERSION_NUM >= 0x07031100) + #endif + #undef CYTHON_USE_FREELISTS + #define CYTHON_USE_FREELISTS 0 + #undef CYTHON_IMMORTAL_CONSTANTS + #define CYTHON_IMMORTAL_CONSTANTS 0 +#elif defined(CYTHON_LIMITED_API) + #ifdef Py_LIMITED_API + #undef __PYX_LIMITED_VERSION_HEX + #define __PYX_LIMITED_VERSION_HEX Py_LIMITED_API + #endif + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_CPYTHON 0 + #define CYTHON_COMPILING_IN_LIMITED_API 1 + #define CYTHON_COMPILING_IN_GRAAL 0 + #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 0 + #undef CYTHON_USE_TYPE_SPECS + #define CYTHON_USE_TYPE_SPECS 1 + #undef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 0 + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #undef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 0 + #ifndef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #endif + #undef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 0 + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #ifndef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 + #endif + #undef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 0 + #undef CYTHON_ASSUME_SAFE_SIZE + #define CYTHON_ASSUME_SAFE_SIZE 0 + #undef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 0 + #undef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 0 + #undef CYTHON_FAST_GIL + #define CYTHON_FAST_GIL 0 + #undef CYTHON_METH_FASTCALL + #define CYTHON_METH_FASTCALL (__PYX_LIMITED_VERSION_HEX >= 0x030C0000) + #undef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 0 + #ifndef CYTHON_PEP487_INIT_SUBCLASS + #define CYTHON_PEP487_INIT_SUBCLASS 1 + #endif + #ifndef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 1 + #endif + #ifndef CYTHON_USE_MODULE_STATE + #define CYTHON_USE_MODULE_STATE 0 + #endif + #undef CYTHON_USE_SYS_MONITORING + #define CYTHON_USE_SYS_MONITORING 0 + #ifndef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 0 + #endif + #ifndef CYTHON_USE_AM_SEND + #define CYTHON_USE_AM_SEND (__PYX_LIMITED_VERSION_HEX >= 0x030A0000) + #endif + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #undef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 0 + #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC + #define CYTHON_UPDATE_DESCRIPTOR_DOC 0 + #endif + #ifndef CYTHON_USE_FREELISTS + #define CYTHON_USE_FREELISTS 1 + #endif + #undef CYTHON_IMMORTAL_CONSTANTS + #define CYTHON_IMMORTAL_CONSTANTS 0 +#else + #define CYTHON_COMPILING_IN_PYPY 0 + #define CYTHON_COMPILING_IN_CPYTHON 1 + #define CYTHON_COMPILING_IN_LIMITED_API 0 + #define CYTHON_COMPILING_IN_GRAAL 0 + #ifdef Py_GIL_DISABLED + #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 1 + #else + #define CYTHON_COMPILING_IN_CPYTHON_FREETHREADING 0 + #endif + #if PY_VERSION_HEX < 0x030A0000 + #undef CYTHON_USE_TYPE_SLOTS + #define CYTHON_USE_TYPE_SLOTS 1 + #elif !defined(CYTHON_USE_TYPE_SLOTS) + #define CYTHON_USE_TYPE_SLOTS 1 + #endif + #ifndef CYTHON_USE_TYPE_SPECS + #define CYTHON_USE_TYPE_SPECS 0 + #endif + #ifndef CYTHON_USE_PYTYPE_LOOKUP + #define CYTHON_USE_PYTYPE_LOOKUP 1 + #endif + #ifndef CYTHON_USE_PYLONG_INTERNALS + #define CYTHON_USE_PYLONG_INTERNALS 1 + #endif + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + #undef CYTHON_USE_PYLIST_INTERNALS + #define CYTHON_USE_PYLIST_INTERNALS 0 + #elif !defined(CYTHON_USE_PYLIST_INTERNALS) + #define CYTHON_USE_PYLIST_INTERNALS 1 + #endif + #ifndef CYTHON_USE_UNICODE_INTERNALS + #define CYTHON_USE_UNICODE_INTERNALS 1 + #endif + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING || PY_VERSION_HEX >= 0x030B00A2 + #undef CYTHON_USE_UNICODE_WRITER + #define CYTHON_USE_UNICODE_WRITER 0 + #elif !defined(CYTHON_USE_UNICODE_WRITER) + #define CYTHON_USE_UNICODE_WRITER 1 + #endif + #ifndef CYTHON_AVOID_BORROWED_REFS + #define CYTHON_AVOID_BORROWED_REFS 0 + #endif + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + #undef CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 1 + #elif !defined(CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS) + #define CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS 0 + #endif + #ifndef CYTHON_ASSUME_SAFE_MACROS + #define CYTHON_ASSUME_SAFE_MACROS 1 + #endif + #ifndef CYTHON_ASSUME_SAFE_SIZE + #define CYTHON_ASSUME_SAFE_SIZE 1 + #endif + #ifndef CYTHON_UNPACK_METHODS + #define CYTHON_UNPACK_METHODS 1 + #endif + #ifndef CYTHON_FAST_THREAD_STATE + #define CYTHON_FAST_THREAD_STATE 1 + #endif + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + #undef CYTHON_FAST_GIL + #define CYTHON_FAST_GIL 0 + #elif !defined(CYTHON_FAST_GIL) + #define CYTHON_FAST_GIL (PY_VERSION_HEX < 0x030C00A6) + #endif + #ifndef CYTHON_METH_FASTCALL + #define CYTHON_METH_FASTCALL 1 + #endif + #ifndef CYTHON_FAST_PYCALL + #define CYTHON_FAST_PYCALL 1 + #endif + #ifndef CYTHON_PEP487_INIT_SUBCLASS + #define CYTHON_PEP487_INIT_SUBCLASS 1 + #endif + #ifndef CYTHON_PEP489_MULTI_PHASE_INIT + #define CYTHON_PEP489_MULTI_PHASE_INIT 1 + #endif + #ifndef CYTHON_USE_MODULE_STATE + #define CYTHON_USE_MODULE_STATE 0 + #endif + #ifndef CYTHON_USE_SYS_MONITORING + #define CYTHON_USE_SYS_MONITORING (PY_VERSION_HEX >= 0x030d00B1) + #endif + #ifndef CYTHON_USE_TP_FINALIZE + #define CYTHON_USE_TP_FINALIZE 1 + #endif + #ifndef CYTHON_USE_AM_SEND + #define CYTHON_USE_AM_SEND 1 + #endif + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + #undef CYTHON_USE_DICT_VERSIONS + #define CYTHON_USE_DICT_VERSIONS 0 + #elif !defined(CYTHON_USE_DICT_VERSIONS) + #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX < 0x030C00A5 && !CYTHON_USE_MODULE_STATE) + #endif + #ifndef CYTHON_USE_EXC_INFO_STACK + #define CYTHON_USE_EXC_INFO_STACK 1 + #endif + #ifndef CYTHON_UPDATE_DESCRIPTOR_DOC + #define CYTHON_UPDATE_DESCRIPTOR_DOC 1 + #endif + #ifndef CYTHON_USE_FREELISTS + #define CYTHON_USE_FREELISTS (!CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) + #endif + #if defined(CYTHON_IMMORTAL_CONSTANTS) && PY_VERSION_HEX < 0x030C0000 + #undef CYTHON_IMMORTAL_CONSTANTS + #define CYTHON_IMMORTAL_CONSTANTS 0 // definitely won't work + #elif !defined(CYTHON_IMMORTAL_CONSTANTS) + #define CYTHON_IMMORTAL_CONSTANTS (PY_VERSION_HEX >= 0x030C0000 && !CYTHON_USE_MODULE_STATE && CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) + #endif +#endif +#ifndef CYTHON_COMPRESS_STRINGS + #define CYTHON_COMPRESS_STRINGS 1 +#endif +#ifndef CYTHON_FAST_PYCCALL +#define CYTHON_FAST_PYCCALL CYTHON_FAST_PYCALL +#endif +#ifndef CYTHON_VECTORCALL +#if CYTHON_COMPILING_IN_LIMITED_API +#define CYTHON_VECTORCALL (__PYX_LIMITED_VERSION_HEX >= 0x030C0000) +#else +#define CYTHON_VECTORCALL (CYTHON_FAST_PYCCALL) +#endif +#endif +#if CYTHON_USE_PYLONG_INTERNALS + #undef SHIFT + #undef BASE + #undef MASK + #ifdef SIZEOF_VOID_P + enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; + #endif +#endif +#ifndef __has_attribute + #define __has_attribute(x) 0 +#endif +#ifndef __has_cpp_attribute + #define __has_cpp_attribute(x) 0 +#endif +#ifndef CYTHON_RESTRICT + #if defined(__GNUC__) + #define CYTHON_RESTRICT __restrict__ + #elif defined(_MSC_VER) && _MSC_VER >= 1400 + #define CYTHON_RESTRICT __restrict + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_RESTRICT restrict + #else + #define CYTHON_RESTRICT + #endif +#endif +#ifndef CYTHON_UNUSED + #if defined(__cplusplus) + /* for clang __has_cpp_attribute(maybe_unused) is true even before C++17 + * but leads to warnings with -pedantic, since it is a C++17 feature */ + #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L) + #if __has_cpp_attribute(maybe_unused) + #define CYTHON_UNUSED [[maybe_unused]] + #endif + #endif + #endif +#endif +#ifndef CYTHON_UNUSED +# if defined(__GNUC__) +# if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# define CYTHON_UNUSED __attribute__ ((__unused__)) +# else +# define CYTHON_UNUSED +# endif +#endif +#ifndef CYTHON_UNUSED_VAR +# if defined(__cplusplus) + template void CYTHON_UNUSED_VAR( const T& ) { } +# else +# define CYTHON_UNUSED_VAR(x) (void)(x) +# endif +#endif +#ifndef CYTHON_MAYBE_UNUSED_VAR + #define CYTHON_MAYBE_UNUSED_VAR(x) CYTHON_UNUSED_VAR(x) +#endif +#ifndef CYTHON_NCP_UNUSED +# if CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +# define CYTHON_NCP_UNUSED +# else +# define CYTHON_NCP_UNUSED CYTHON_UNUSED +# endif +#endif +#ifndef CYTHON_USE_CPP_STD_MOVE + #if defined(__cplusplus) && (\ + __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1600)) + #define CYTHON_USE_CPP_STD_MOVE 1 + #else + #define CYTHON_USE_CPP_STD_MOVE 0 + #endif +#endif +#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) +#include +typedef uintptr_t __pyx_uintptr_t; +#ifndef CYTHON_FALLTHROUGH + #if defined(__cplusplus) + /* for clang __has_cpp_attribute(fallthrough) is true even before C++17 + * but leads to warnings with -pedantic, since it is a C++17 feature */ + #if ((defined(_MSVC_LANG) && _MSVC_LANG >= 201703L) || __cplusplus >= 201703L) + #if __has_cpp_attribute(fallthrough) + #define CYTHON_FALLTHROUGH [[fallthrough]] + #endif + #endif + #ifndef CYTHON_FALLTHROUGH + #if __has_cpp_attribute(clang::fallthrough) + #define CYTHON_FALLTHROUGH [[clang::fallthrough]] + #elif __has_cpp_attribute(gnu::fallthrough) + #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] + #endif + #endif + #endif + #ifndef CYTHON_FALLTHROUGH + #if __has_attribute(fallthrough) + #define CYTHON_FALLTHROUGH __attribute__((fallthrough)) + #else + #define CYTHON_FALLTHROUGH + #endif + #endif + #if defined(__clang__) && defined(__apple_build_version__) + #if __apple_build_version__ < 7000000 + #undef CYTHON_FALLTHROUGH + #define CYTHON_FALLTHROUGH + #endif + #endif +#endif +#ifndef Py_UNREACHABLE + #define Py_UNREACHABLE() assert(0); abort() +#endif +#ifdef __cplusplus + template + struct __PYX_IS_UNSIGNED_IMPL {static const bool value = T(0) < T(-1);}; + #define __PYX_IS_UNSIGNED(type) (__PYX_IS_UNSIGNED_IMPL::value) +#else + #define __PYX_IS_UNSIGNED(type) (((type)-1) > 0) +#endif +#if CYTHON_COMPILING_IN_PYPY == 1 + #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX < 0x030A0000) +#else + #define __PYX_NEED_TP_PRINT_SLOT (PY_VERSION_HEX < 0x03090000) +#endif +#define __PYX_REINTERPRET_FUNCION(func_pointer, other_pointer) ((func_pointer)(void(*)(void))(other_pointer)) + +/* CInitCode */ +#ifndef CYTHON_INLINE + #if defined(__clang__) + #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) + #elif defined(__GNUC__) + #define CYTHON_INLINE __inline__ + #elif defined(_MSC_VER) + #define CYTHON_INLINE __inline + #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define CYTHON_INLINE inline + #else + #define CYTHON_INLINE + #endif +#endif + +/* PythonCompatibility */ +#define __PYX_BUILD_PY_SSIZE_T "n" +#define CYTHON_FORMAT_SSIZE_T "z" +#define __Pyx_BUILTIN_MODULE_NAME "builtins" +#define __Pyx_DefaultClassType PyType_Type +#if CYTHON_COMPILING_IN_LIMITED_API + #ifndef CO_OPTIMIZED + static int CO_OPTIMIZED; + #endif + #ifndef CO_NEWLOCALS + static int CO_NEWLOCALS; + #endif + #ifndef CO_VARARGS + static int CO_VARARGS; + #endif + #ifndef CO_VARKEYWORDS + static int CO_VARKEYWORDS; + #endif + #ifndef CO_ASYNC_GENERATOR + static int CO_ASYNC_GENERATOR; + #endif + #ifndef CO_GENERATOR + static int CO_GENERATOR; + #endif + #ifndef CO_COROUTINE + static int CO_COROUTINE; + #endif +#else + #ifndef CO_COROUTINE + #define CO_COROUTINE 0x80 + #endif + #ifndef CO_ASYNC_GENERATOR + #define CO_ASYNC_GENERATOR 0x200 + #endif +#endif +static int __Pyx_init_co_variables(void); +#if PY_VERSION_HEX >= 0x030900A4 || defined(Py_IS_TYPE) + #define __Pyx_IS_TYPE(ob, type) Py_IS_TYPE(ob, type) +#else + #define __Pyx_IS_TYPE(ob, type) (((const PyObject*)ob)->ob_type == (type)) +#endif +#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_Is) + #define __Pyx_Py_Is(x, y) Py_Is(x, y) +#else + #define __Pyx_Py_Is(x, y) ((x) == (y)) +#endif +#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsNone) + #define __Pyx_Py_IsNone(ob) Py_IsNone(ob) +#else + #define __Pyx_Py_IsNone(ob) __Pyx_Py_Is((ob), Py_None) +#endif +#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsTrue) + #define __Pyx_Py_IsTrue(ob) Py_IsTrue(ob) +#else + #define __Pyx_Py_IsTrue(ob) __Pyx_Py_Is((ob), Py_True) +#endif +#if PY_VERSION_HEX >= 0x030A00B1 || defined(Py_IsFalse) + #define __Pyx_Py_IsFalse(ob) Py_IsFalse(ob) +#else + #define __Pyx_Py_IsFalse(ob) __Pyx_Py_Is((ob), Py_False) +#endif +#define __Pyx_NoneAsNull(obj) (__Pyx_Py_IsNone(obj) ? NULL : (obj)) +#if PY_VERSION_HEX >= 0x030900F0 && !CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyObject_GC_IsFinalized(o) PyObject_GC_IsFinalized(o) +#else + #define __Pyx_PyObject_GC_IsFinalized(o) _PyGC_FINALIZED(o) +#endif +#ifndef Py_TPFLAGS_CHECKTYPES + #define Py_TPFLAGS_CHECKTYPES 0 +#endif +#ifndef Py_TPFLAGS_HAVE_INDEX + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#ifndef Py_TPFLAGS_HAVE_NEWBUFFER + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#ifndef Py_TPFLAGS_HAVE_FINALIZE + #define Py_TPFLAGS_HAVE_FINALIZE 0 +#endif +#ifndef Py_TPFLAGS_SEQUENCE + #define Py_TPFLAGS_SEQUENCE 0 +#endif +#ifndef Py_TPFLAGS_MAPPING + #define Py_TPFLAGS_MAPPING 0 +#endif +#ifndef Py_TPFLAGS_IMMUTABLETYPE + #define Py_TPFLAGS_IMMUTABLETYPE (1UL << 8) +#endif +#ifndef Py_TPFLAGS_DISALLOW_INSTANTIATION + #define Py_TPFLAGS_DISALLOW_INSTANTIATION (1UL << 7) +#endif +#ifndef METH_STACKLESS + #define METH_STACKLESS 0 +#endif +#ifndef METH_FASTCALL + #ifndef METH_FASTCALL + #define METH_FASTCALL 0x80 + #endif + typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs); + typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args, + Py_ssize_t nargs, PyObject *kwnames); +#else + #if PY_VERSION_HEX >= 0x030d00A4 + # define __Pyx_PyCFunctionFast PyCFunctionFast + # define __Pyx_PyCFunctionFastWithKeywords PyCFunctionFastWithKeywords + #else + # define __Pyx_PyCFunctionFast _PyCFunctionFast + # define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords + #endif +#endif +#if CYTHON_METH_FASTCALL + #define __Pyx_METH_FASTCALL METH_FASTCALL + #define __Pyx_PyCFunction_FastCall __Pyx_PyCFunctionFast + #define __Pyx_PyCFunction_FastCallWithKeywords __Pyx_PyCFunctionFastWithKeywords +#else + #define __Pyx_METH_FASTCALL METH_VARARGS + #define __Pyx_PyCFunction_FastCall PyCFunction + #define __Pyx_PyCFunction_FastCallWithKeywords PyCFunctionWithKeywords +#endif +#if CYTHON_VECTORCALL + #define __pyx_vectorcallfunc vectorcallfunc + #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET PY_VECTORCALL_ARGUMENTS_OFFSET + #define __Pyx_PyVectorcall_NARGS(n) PyVectorcall_NARGS((size_t)(n)) +#else + #define __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET 0 + #define __Pyx_PyVectorcall_NARGS(n) ((Py_ssize_t)(n)) +#endif +#if PY_VERSION_HEX >= 0x030900B1 +#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_CheckExact(func) +#else +#define __Pyx_PyCFunction_CheckExact(func) PyCFunction_Check(func) +#endif +#define __Pyx_CyOrPyCFunction_Check(func) PyCFunction_Check(func) +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) (((PyCFunctionObject*)(func))->m_ml->ml_meth) +#elif !CYTHON_COMPILING_IN_LIMITED_API +#define __Pyx_CyOrPyCFunction_GET_FUNCTION(func) PyCFunction_GET_FUNCTION(func) +#endif +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_CyOrPyCFunction_GET_FLAGS(func) (((PyCFunctionObject*)(func))->m_ml->ml_flags) +static CYTHON_INLINE PyObject* __Pyx_CyOrPyCFunction_GET_SELF(PyObject *func) { + return (__Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_STATIC) ? NULL : ((PyCFunctionObject*)func)->m_self; +} +#endif +static CYTHON_INLINE int __Pyx__IsSameCFunction(PyObject *func, void (*cfunc)(void)) { +#if CYTHON_COMPILING_IN_LIMITED_API + return PyCFunction_Check(func) && PyCFunction_GetFunction(func) == (PyCFunction) cfunc; +#else + return PyCFunction_Check(func) && PyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc; +#endif +} +#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCFunction(func, cfunc) +#if PY_VERSION_HEX < 0x03090000 || (CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000) + #define __Pyx_PyType_FromModuleAndSpec(m, s, b) ((void)m, PyType_FromSpecWithBases(s, b)) + typedef PyObject *(*__Pyx_PyCMethod)(PyObject *, PyTypeObject *, PyObject *const *, size_t, PyObject *); +#else + #define __Pyx_PyType_FromModuleAndSpec(m, s, b) PyType_FromModuleAndSpec(m, s, b) + #define __Pyx_PyCMethod PyCMethod +#endif +#ifndef METH_METHOD + #define METH_METHOD 0x200 +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) + #define PyObject_Malloc(s) PyMem_Malloc(s) + #define PyObject_Free(p) PyMem_Free(p) + #define PyObject_Realloc(p) PyMem_Realloc(p) +#endif +#if CYTHON_COMPILING_IN_LIMITED_API + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) +#elif CYTHON_COMPILING_IN_GRAAL && defined(GRAALPY_VERSION_NUM) && GRAALPY_VERSION_NUM > 0x19000000 + #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) GraalPyFrame_SetLineNumber((frame), (lineno)) +#elif CYTHON_COMPILING_IN_GRAAL + #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) _PyFrame_SetLineNumber((frame), (lineno)) +#else + #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) + #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) +#endif +#if CYTHON_COMPILING_IN_LIMITED_API + #define __Pyx_PyThreadState_Current PyThreadState_Get() +#elif !CYTHON_FAST_THREAD_STATE + #define __Pyx_PyThreadState_Current PyThreadState_GET() +#elif PY_VERSION_HEX >= 0x030d00A1 + #define __Pyx_PyThreadState_Current PyThreadState_GetUnchecked() +#else + #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() +#endif +#if CYTHON_USE_MODULE_STATE +static CYTHON_INLINE void *__Pyx__PyModule_GetState(PyObject *op) +{ + void *result; + result = PyModule_GetState(op); + if (!result) + Py_FatalError("Couldn't find the module state"); + return result; +} +#define __Pyx_PyModule_GetState(o) (__pyx_mstatetype *)__Pyx__PyModule_GetState(o) +#else +#define __Pyx_PyModule_GetState(op) ((void)op,__pyx_mstate_global) +#endif +#define __Pyx_PyObject_GetSlot(obj, name, func_ctype) __Pyx_PyType_GetSlot(Py_TYPE((PyObject *) obj), name, func_ctype) +#define __Pyx_PyObject_TryGetSlot(obj, name, func_ctype) __Pyx_PyType_TryGetSlot(Py_TYPE(obj), name, func_ctype) +#define __Pyx_PyObject_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(Py_TYPE(obj), sub, name, func_ctype) +#define __Pyx_PyObject_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSubSlot(Py_TYPE(obj), sub, name, func_ctype) +#if CYTHON_USE_TYPE_SLOTS + #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((type)->name) + #define __Pyx_PyType_TryGetSlot(type, name, func_ctype) __Pyx_PyType_GetSlot(type, name, func_ctype) + #define __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) (((type)->sub) ? ((type)->sub->name) : NULL) + #define __Pyx_PyType_TryGetSubSlot(type, sub, name, func_ctype) __Pyx_PyType_GetSubSlot(type, sub, name, func_ctype) +#else + #define __Pyx_PyType_GetSlot(type, name, func_ctype) ((func_ctype) PyType_GetSlot((type), Py_##name)) + #define __Pyx_PyType_TryGetSlot(type, name, func_ctype)\ + ((__PYX_LIMITED_VERSION_HEX >= 0x030A0000 ||\ + (PyType_GetFlags(type) & Py_TPFLAGS_HEAPTYPE) || __Pyx_get_runtime_version() >= 0x030A0000) ?\ + __Pyx_PyType_GetSlot(type, name, func_ctype) : NULL) + #define __Pyx_PyType_GetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_GetSlot(obj, name, func_ctype) + #define __Pyx_PyType_TryGetSubSlot(obj, sub, name, func_ctype) __Pyx_PyType_TryGetSlot(obj, name, func_ctype) +#endif +#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) +#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) +#else +#define __Pyx_PyDict_NewPresized(n) PyDict_New() +#endif +#define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) +#define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) +#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_UNICODE_INTERNALS +#define __Pyx_PyDict_GetItemStrWithError(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) +static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStr(PyObject *dict, PyObject *name) { + PyObject *res = __Pyx_PyDict_GetItemStrWithError(dict, name); + if (res == NULL) PyErr_Clear(); + return res; +} +#elif !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07020000 +#define __Pyx_PyDict_GetItemStrWithError PyDict_GetItemWithError +#define __Pyx_PyDict_GetItemStr PyDict_GetItem +#else +static CYTHON_INLINE PyObject * __Pyx_PyDict_GetItemStrWithError(PyObject *dict, PyObject *name) { +#if CYTHON_COMPILING_IN_PYPY + return PyDict_GetItem(dict, name); +#else + PyDictEntry *ep; + PyDictObject *mp = (PyDictObject*) dict; + long hash = ((PyStringObject *) name)->ob_shash; + assert(hash != -1); + ep = (mp->ma_lookup)(mp, name, hash); + if (ep == NULL) { + return NULL; + } + return ep->me_value; +#endif +} +#define __Pyx_PyDict_GetItemStr PyDict_GetItem +#endif +#if CYTHON_USE_TYPE_SLOTS + #define __Pyx_PyType_GetFlags(tp) (((PyTypeObject *)tp)->tp_flags) + #define __Pyx_PyType_HasFeature(type, feature) ((__Pyx_PyType_GetFlags(type) & (feature)) != 0) +#else + #define __Pyx_PyType_GetFlags(tp) (PyType_GetFlags((PyTypeObject *)tp)) + #define __Pyx_PyType_HasFeature(type, feature) PyType_HasFeature(type, feature) +#endif +#define __Pyx_PyObject_GetIterNextFunc(iterator) __Pyx_PyObject_GetSlot(iterator, tp_iternext, iternextfunc) +#if CYTHON_USE_TYPE_SPECS +#define __Pyx_PyHeapTypeObject_GC_Del(obj) {\ + PyTypeObject *type = Py_TYPE((PyObject*)obj);\ + assert(__Pyx_PyType_HasFeature(type, Py_TPFLAGS_HEAPTYPE));\ + PyObject_GC_Del(obj);\ + Py_DECREF(type);\ +} +#else +#define __Pyx_PyHeapTypeObject_GC_Del(obj) PyObject_GC_Del(obj) +#endif +#if CYTHON_COMPILING_IN_LIMITED_API + #define __Pyx_PyUnicode_READY(op) (0) + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_ReadChar(u, i) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) ((void)u, 1114111U) + #define __Pyx_PyUnicode_KIND(u) ((void)u, (0)) + #define __Pyx_PyUnicode_DATA(u) ((void*)u) + #define __Pyx_PyUnicode_READ(k, d, i) ((void)k, PyUnicode_ReadChar((PyObject*)(d), i)) + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GetLength(u)) +#else + #if PY_VERSION_HEX >= 0x030C0000 + #define __Pyx_PyUnicode_READY(op) (0) + #else + #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ + 0 : _PyUnicode_Ready((PyObject *)(op))) + #endif + #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) + #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) + #define __Pyx_PyUnicode_KIND(u) ((int)PyUnicode_KIND(u)) + #define __Pyx_PyUnicode_DATA(u) PyUnicode_DATA(u) + #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) + #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, (Py_UCS4) ch) + #if PY_VERSION_HEX >= 0x030C0000 + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) + #else + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) + #else + #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) + #endif + #endif +#endif +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyUnicode_Concat(a, b) PyNumber_Add(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) PyNumber_Add(a, b) +#else + #define __Pyx_PyUnicode_Concat(a, b) PyUnicode_Concat(a, b) + #define __Pyx_PyUnicode_ConcatSafe(a, b) ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\ + PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b)) +#endif +#if CYTHON_COMPILING_IN_PYPY + #if !defined(PyUnicode_DecodeUnicodeEscape) + #define PyUnicode_DecodeUnicodeEscape(s, size, errors) PyUnicode_Decode(s, size, "unicode_escape", errors) + #endif + #if !defined(PyUnicode_Contains) + #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) + #endif + #if !defined(PyByteArray_Check) + #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) + #endif + #if !defined(PyObject_Format) + #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) + #endif +#endif +#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b)) +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030E0000 + #define __Pyx_PySequence_ListKeepNew(obj)\ + (likely(PyList_CheckExact(obj) && PyUnstable_Object_IsUniquelyReferenced(obj)) ? __Pyx_NewRef(obj) : PySequence_List(obj)) +#elif CYTHON_COMPILING_IN_CPYTHON + #define __Pyx_PySequence_ListKeepNew(obj)\ + (likely(PyList_CheckExact(obj) && Py_REFCNT(obj) == 1) ? __Pyx_NewRef(obj) : PySequence_List(obj)) +#else + #define __Pyx_PySequence_ListKeepNew(obj) PySequence_List(obj) +#endif +#ifndef PySet_CheckExact + #define PySet_CheckExact(obj) __Pyx_IS_TYPE(obj, &PySet_Type) +#endif +#if PY_VERSION_HEX >= 0x030900A4 + #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size) +#else + #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt) + #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size) +#endif +enum __Pyx_ReferenceSharing { + __Pyx_ReferenceSharing_DefinitelyUnique, // We created it so we know it's unshared - no need to check + __Pyx_ReferenceSharing_OwnStrongReference, + __Pyx_ReferenceSharing_FunctionArgument, + __Pyx_ReferenceSharing_SharedReference, // Never trust it to be unshared because it's a global or similar +}; +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && PY_VERSION_HEX >= 0x030E0000 +#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing)\ + (sharing == __Pyx_ReferenceSharing_DefinitelyUnique ? 1 :\ + (sharing == __Pyx_ReferenceSharing_FunctionArgument ? PyUnstable_Object_IsUniqueReferencedTemporary(o) :\ + (sharing == __Pyx_ReferenceSharing_OwnStrongReference ? PyUnstable_Object_IsUniquelyReferenced(o) : 0))) +#elif (CYTHON_COMPILING_IN_CPYTHON && !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING) || CYTHON_COMPILING_IN_LIMITED_API +#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)sharing), Py_REFCNT(o) == 1) +#else +#define __Pyx_IS_UNIQUELY_REFERENCED(o, sharing) (((void)o), ((void)sharing), 0) +#endif +#if CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i) + #elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PyList_GetItemRef(o, i) (likely((i) >= 0) ? PySequence_GetItem(o, i) : (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) + #else + #define __Pyx_PyList_GetItemRef(o, i) PySequence_ITEM(o, i) + #endif +#elif CYTHON_COMPILING_IN_LIMITED_API || !CYTHON_ASSUME_SAFE_MACROS + #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + #define __Pyx_PyList_GetItemRef(o, i) PyList_GetItemRef(o, i) + #else + #define __Pyx_PyList_GetItemRef(o, i) __Pyx_XNewRef(PyList_GetItem(o, i)) + #endif +#else + #define __Pyx_PyList_GetItemRef(o, i) __Pyx_NewRef(PyList_GET_ITEM(o, i)) +#endif +#if CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !CYTHON_COMPILING_IN_LIMITED_API && CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) (__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared) ?\ + __Pyx_NewRef(PyList_GET_ITEM(o, i)) : __Pyx_PyList_GetItemRef(o, i)) +#else + #define __Pyx_PyList_GetItemRefFast(o, i, unsafe_shared) __Pyx_PyList_GetItemRef(o, i) +#endif +#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 +#define __Pyx_PyDict_GetItemRef(dict, key, result) PyDict_GetItemRef(dict, key, result) +#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS +static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) { + *result = PyObject_GetItem(dict, key); + if (*result == NULL) { + if (PyErr_ExceptionMatches(PyExc_KeyError)) { + PyErr_Clear(); + return 0; + } + return -1; + } + return 1; +} +#else +static CYTHON_INLINE int __Pyx_PyDict_GetItemRef(PyObject *dict, PyObject *key, PyObject **result) { + *result = PyDict_GetItemWithError(dict, key); + if (*result == NULL) { + return PyErr_Occurred() ? -1 : 0; + } + Py_INCREF(*result); + return 1; +} +#endif +#if defined(CYTHON_DEBUG_VISIT_CONST) && CYTHON_DEBUG_VISIT_CONST + #define __Pyx_VISIT_CONST(obj) Py_VISIT(obj) +#else + #define __Pyx_VISIT_CONST(obj) +#endif +#if CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PySequence_ITEM(o, i) PySequence_ITEM(o, i) + #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) + #define __Pyx_PyTuple_SET_ITEM(o, i, v) (PyTuple_SET_ITEM(o, i, v), (0)) + #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GET_ITEM(o, i) + #define __Pyx_PyList_SET_ITEM(o, i, v) (PyList_SET_ITEM(o, i, v), (0)) + #define __Pyx_PyList_GET_ITEM(o, i) PyList_GET_ITEM(o, i) +#else + #define __Pyx_PySequence_ITEM(o, i) PySequence_GetItem(o, i) + #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) + #define __Pyx_PyTuple_SET_ITEM(o, i, v) PyTuple_SetItem(o, i, v) + #define __Pyx_PyTuple_GET_ITEM(o, i) PyTuple_GetItem(o, i) + #define __Pyx_PyList_SET_ITEM(o, i, v) PyList_SetItem(o, i, v) + #define __Pyx_PyList_GET_ITEM(o, i) PyList_GetItem(o, i) +#endif +#if CYTHON_ASSUME_SAFE_SIZE + #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_GET_SIZE(o) + #define __Pyx_PyList_GET_SIZE(o) PyList_GET_SIZE(o) + #define __Pyx_PySet_GET_SIZE(o) PySet_GET_SIZE(o) + #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_GET_SIZE(o) + #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_GET_SIZE(o) + #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GET_LENGTH(o) +#else + #define __Pyx_PyTuple_GET_SIZE(o) PyTuple_Size(o) + #define __Pyx_PyList_GET_SIZE(o) PyList_Size(o) + #define __Pyx_PySet_GET_SIZE(o) PySet_Size(o) + #define __Pyx_PyBytes_GET_SIZE(o) PyBytes_Size(o) + #define __Pyx_PyByteArray_GET_SIZE(o) PyByteArray_Size(o) + #define __Pyx_PyUnicode_GET_LENGTH(o) PyUnicode_GetLength(o) +#endif +#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_InternFromString) + #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) +#endif +#define __Pyx_PyLong_FromHash_t PyLong_FromSsize_t +#define __Pyx_PyLong_AsHash_t __Pyx_PyIndex_AsSsize_t +#if __PYX_LIMITED_VERSION_HEX >= 0x030A0000 + #define __Pyx_PySendResult PySendResult +#else + typedef enum { + PYGEN_RETURN = 0, + PYGEN_ERROR = -1, + PYGEN_NEXT = 1, + } __Pyx_PySendResult; +#endif +#if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX < 0x030A00A3 + typedef __Pyx_PySendResult (*__Pyx_pyiter_sendfunc)(PyObject *iter, PyObject *value, PyObject **result); +#else + #define __Pyx_pyiter_sendfunc sendfunc +#endif +#if !CYTHON_USE_AM_SEND +#define __PYX_HAS_PY_AM_SEND 0 +#elif __PYX_LIMITED_VERSION_HEX >= 0x030A0000 +#define __PYX_HAS_PY_AM_SEND 1 +#else +#define __PYX_HAS_PY_AM_SEND 2 // our own backported implementation +#endif +#if __PYX_HAS_PY_AM_SEND < 2 + #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods +#else + typedef struct { + unaryfunc am_await; + unaryfunc am_aiter; + unaryfunc am_anext; + __Pyx_pyiter_sendfunc am_send; + } __Pyx_PyAsyncMethodsStruct; + #define __Pyx_SlotTpAsAsync(s) ((PyAsyncMethods*)(s)) +#endif +#if CYTHON_USE_AM_SEND && PY_VERSION_HEX < 0x030A00F0 + #define __Pyx_TPFLAGS_HAVE_AM_SEND (1UL << 21) +#else + #define __Pyx_TPFLAGS_HAVE_AM_SEND (0) +#endif +#if PY_VERSION_HEX >= 0x03090000 +#define __Pyx_PyInterpreterState_Get() PyInterpreterState_Get() +#else +#define __Pyx_PyInterpreterState_Get() PyThreadState_Get()->interp +#endif +#if CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030A0000 +#ifdef __cplusplus +extern "C" +#endif +PyAPI_FUNC(void *) PyMem_Calloc(size_t nelem, size_t elsize); +#endif +#if CYTHON_COMPILING_IN_LIMITED_API +static int __Pyx_init_co_variable(PyObject *inspect, const char* name, int *write_to) { + int value; + PyObject *py_value = PyObject_GetAttrString(inspect, name); + if (!py_value) return 0; + value = (int) PyLong_AsLong(py_value); + Py_DECREF(py_value); + *write_to = value; + return value != -1 || !PyErr_Occurred(); +} +static int __Pyx_init_co_variables(void) { + PyObject *inspect; + int result; + inspect = PyImport_ImportModule("inspect"); + result = +#if !defined(CO_OPTIMIZED) + __Pyx_init_co_variable(inspect, "CO_OPTIMIZED", &CO_OPTIMIZED) && +#endif +#if !defined(CO_NEWLOCALS) + __Pyx_init_co_variable(inspect, "CO_NEWLOCALS", &CO_NEWLOCALS) && +#endif +#if !defined(CO_VARARGS) + __Pyx_init_co_variable(inspect, "CO_VARARGS", &CO_VARARGS) && +#endif +#if !defined(CO_VARKEYWORDS) + __Pyx_init_co_variable(inspect, "CO_VARKEYWORDS", &CO_VARKEYWORDS) && +#endif +#if !defined(CO_ASYNC_GENERATOR) + __Pyx_init_co_variable(inspect, "CO_ASYNC_GENERATOR", &CO_ASYNC_GENERATOR) && +#endif +#if !defined(CO_GENERATOR) + __Pyx_init_co_variable(inspect, "CO_GENERATOR", &CO_GENERATOR) && +#endif +#if !defined(CO_COROUTINE) + __Pyx_init_co_variable(inspect, "CO_COROUTINE", &CO_COROUTINE) && +#endif + 1; + Py_DECREF(inspect); + return result ? 0 : -1; +} +#else +static int __Pyx_init_co_variables(void) { + return 0; // It's a limited API-only feature +} +#endif + +/* MathInitCode */ +#if defined(_WIN32) || defined(WIN32) || defined(MS_WINDOWS) + #ifndef _USE_MATH_DEFINES + #define _USE_MATH_DEFINES + #endif +#endif +#include +#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) +#define __Pyx_truncl trunc +#else +#define __Pyx_truncl truncl +#endif + +#ifndef CYTHON_CLINE_IN_TRACEBACK_RUNTIME +#define CYTHON_CLINE_IN_TRACEBACK_RUNTIME 0 +#endif +#ifndef CYTHON_CLINE_IN_TRACEBACK +#define CYTHON_CLINE_IN_TRACEBACK CYTHON_CLINE_IN_TRACEBACK_RUNTIME +#endif +#if CYTHON_CLINE_IN_TRACEBACK +#define __PYX_MARK_ERR_POS(f_index, lineno) { __pyx_filename = __pyx_f[f_index]; (void) __pyx_filename; __pyx_lineno = lineno; (void) __pyx_lineno; __pyx_clineno = __LINE__; (void) __pyx_clineno; } +#else +#define __PYX_MARK_ERR_POS(f_index, lineno) { __pyx_filename = __pyx_f[f_index]; (void) __pyx_filename; __pyx_lineno = lineno; (void) __pyx_lineno; (void) __pyx_clineno; } +#endif +#define __PYX_ERR(f_index, lineno, Ln_error) \ + { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; } + +#ifdef CYTHON_EXTERN_C + #undef __PYX_EXTERN_C + #define __PYX_EXTERN_C CYTHON_EXTERN_C +#elif defined(__PYX_EXTERN_C) + #ifdef _MSC_VER + #pragma message ("Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead.") + #else + #warning Please do not define the '__PYX_EXTERN_C' macro externally. Use 'CYTHON_EXTERN_C' instead. + #endif +#else + #ifdef __cplusplus + #define __PYX_EXTERN_C extern "C" + #else + #define __PYX_EXTERN_C extern + #endif +#endif + +#define __PYX_HAVE__matcha__utils__monotonic_align__core +#define __PYX_HAVE_API__matcha__utils__monotonic_align__core +/* Early includes */ +#include +#include + + /* Using NumPy API declarations from "numpy/__init__.cython-30.pxd" */ + +#include "numpy/arrayobject.h" +#include "numpy/ndarrayobject.h" +#include "numpy/ndarraytypes.h" +#include "numpy/arrayscalars.h" +#include "numpy/ufuncobject.h" +#include "pythread.h" +#include +#ifdef _OPENMP +#include +#endif /* _OPENMP */ + +#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) +#define CYTHON_WITHOUT_ASSERTIONS +#endif + +#ifdef CYTHON_FREETHREADING_COMPATIBLE +#if CYTHON_FREETHREADING_COMPATIBLE +#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_NOT_USED +#else +#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_USED +#endif +#else +#define __Pyx_FREETHREADING_COMPATIBLE Py_MOD_GIL_USED +#endif +#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 +#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 +#define __PYX_DEFAULT_STRING_ENCODING "" +#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString +#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize +#define __Pyx_uchar_cast(c) ((unsigned char)c) +#define __Pyx_long_cast(x) ((long)x) +#define __Pyx_fits_Py_ssize_t(v, type, is_signed) (\ + (sizeof(type) < sizeof(Py_ssize_t)) ||\ + (sizeof(type) > sizeof(Py_ssize_t) &&\ + likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX) &&\ + (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\ + v == (type)PY_SSIZE_T_MIN))) ||\ + (sizeof(type) == sizeof(Py_ssize_t) &&\ + (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\ + v == (type)PY_SSIZE_T_MAX))) ) +static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { + return (size_t) i < (size_t) limit; +} +#if defined (__cplusplus) && __cplusplus >= 201103L + #include + #define __Pyx_sst_abs(value) std::abs(value) +#elif SIZEOF_INT >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) abs(value) +#elif SIZEOF_LONG >= SIZEOF_SIZE_T + #define __Pyx_sst_abs(value) labs(value) +#elif defined (_MSC_VER) + #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) +#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L + #define __Pyx_sst_abs(value) llabs(value) +#elif defined (__GNUC__) + #define __Pyx_sst_abs(value) __builtin_llabs(value) +#else + #define __Pyx_sst_abs(value) ((value<0) ? -value : value) +#endif +static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s); +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char*); +#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l) +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*); +#if CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s)) + #define __Pyx_PyByteArray_AsString(s) PyByteArray_AS_STRING(s) +#else + #define __Pyx_PyBytes_AsWritableString(s) ((char*) PyBytes_AsString(s)) + #define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AsString(s)) + #define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AsString(s)) + #define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AsString(s)) + #define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AsString(s)) + #define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AsString(s)) + #define __Pyx_PyByteArray_AsString(s) PyByteArray_AsString(s) +#endif +#define __Pyx_PyObject_AsWritableString(s) ((char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableSString(s) ((signed char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*)(__pyx_uintptr_t) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s) +#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s) +#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s) +#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s) +#define __Pyx_PyUnicode_FromOrdinal(o) PyUnicode_FromOrdinal((int)o) +#define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode +static CYTHON_INLINE PyObject *__Pyx_NewRef(PyObject *obj) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_NewRef) + return Py_NewRef(obj); +#else + Py_INCREF(obj); + return obj; +#endif +} +static CYTHON_INLINE PyObject *__Pyx_XNewRef(PyObject *obj) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030a0000 || defined(Py_XNewRef) + return Py_XNewRef(obj); +#else + Py_XINCREF(obj); + return obj; +#endif +} +static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b); +static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b); +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*); +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Long(PyObject* x); +#define __Pyx_PySequence_Tuple(obj)\ + (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); +static CYTHON_INLINE PyObject * __Pyx_PyLong_FromSize_t(size_t); +static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*); +#if CYTHON_ASSUME_SAFE_MACROS +#define __Pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) +#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AS_DOUBLE(x) +#else +#define __Pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) +#define __Pyx_PyFloat_AS_DOUBLE(x) PyFloat_AsDouble(x) +#endif +#define __Pyx_PyFloat_AsFloat(x) ((float) __Pyx_PyFloat_AsDouble(x)) +#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) +#if CYTHON_USE_PYLONG_INTERNALS + #if PY_VERSION_HEX >= 0x030C00A7 + #ifndef _PyLong_SIGN_MASK + #define _PyLong_SIGN_MASK 3 + #endif + #ifndef _PyLong_NON_SIZE_BITS + #define _PyLong_NON_SIZE_BITS 3 + #endif + #define __Pyx_PyLong_Sign(x) (((PyLongObject*)x)->long_value.lv_tag & _PyLong_SIGN_MASK) + #define __Pyx_PyLong_IsNeg(x) ((__Pyx_PyLong_Sign(x) & 2) != 0) + #define __Pyx_PyLong_IsNonNeg(x) (!__Pyx_PyLong_IsNeg(x)) + #define __Pyx_PyLong_IsZero(x) (__Pyx_PyLong_Sign(x) & 1) + #define __Pyx_PyLong_IsPos(x) (__Pyx_PyLong_Sign(x) == 0) + #define __Pyx_PyLong_CompactValueUnsigned(x) (__Pyx_PyLong_Digits(x)[0]) + #define __Pyx_PyLong_DigitCount(x) ((Py_ssize_t) (((PyLongObject*)x)->long_value.lv_tag >> _PyLong_NON_SIZE_BITS)) + #define __Pyx_PyLong_SignedDigitCount(x)\ + ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * __Pyx_PyLong_DigitCount(x)) + #if defined(PyUnstable_Long_IsCompact) && defined(PyUnstable_Long_CompactValue) + #define __Pyx_PyLong_IsCompact(x) PyUnstable_Long_IsCompact((PyLongObject*) x) + #define __Pyx_PyLong_CompactValue(x) PyUnstable_Long_CompactValue((PyLongObject*) x) + #else + #define __Pyx_PyLong_IsCompact(x) (((PyLongObject*)x)->long_value.lv_tag < (2 << _PyLong_NON_SIZE_BITS)) + #define __Pyx_PyLong_CompactValue(x) ((1 - (Py_ssize_t) __Pyx_PyLong_Sign(x)) * (Py_ssize_t) __Pyx_PyLong_Digits(x)[0]) + #endif + typedef Py_ssize_t __Pyx_compact_pylong; + typedef size_t __Pyx_compact_upylong; + #else + #define __Pyx_PyLong_IsNeg(x) (Py_SIZE(x) < 0) + #define __Pyx_PyLong_IsNonNeg(x) (Py_SIZE(x) >= 0) + #define __Pyx_PyLong_IsZero(x) (Py_SIZE(x) == 0) + #define __Pyx_PyLong_IsPos(x) (Py_SIZE(x) > 0) + #define __Pyx_PyLong_CompactValueUnsigned(x) ((Py_SIZE(x) == 0) ? 0 : __Pyx_PyLong_Digits(x)[0]) + #define __Pyx_PyLong_DigitCount(x) __Pyx_sst_abs(Py_SIZE(x)) + #define __Pyx_PyLong_SignedDigitCount(x) Py_SIZE(x) + #define __Pyx_PyLong_IsCompact(x) (Py_SIZE(x) == 0 || Py_SIZE(x) == 1 || Py_SIZE(x) == -1) + #define __Pyx_PyLong_CompactValue(x)\ + ((Py_SIZE(x) == 0) ? (sdigit) 0 : ((Py_SIZE(x) < 0) ? -(sdigit)__Pyx_PyLong_Digits(x)[0] : (sdigit)__Pyx_PyLong_Digits(x)[0])) + typedef sdigit __Pyx_compact_pylong; + typedef digit __Pyx_compact_upylong; + #endif + #if PY_VERSION_HEX >= 0x030C00A5 + #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->long_value.ob_digit) + #else + #define __Pyx_PyLong_Digits(x) (((PyLongObject*)x)->ob_digit) + #endif +#endif +#if __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 + #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) +#elif __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeASCII(c_str, size, NULL) +#else + #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) +#endif + + +/* Test for GCC > 2.95 */ +#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) +#else /* !__GNUC__ or GCC < 2.95 */ + #define likely(x) (x) + #define unlikely(x) (x) +#endif /* __GNUC__ */ +/* PretendToInitialize */ +#ifdef __cplusplus +#if __cplusplus > 201103L +#include +#endif +template +static void __Pyx_pretend_to_initialize(T* ptr) { +#if __cplusplus > 201103L + if ((std::is_trivially_default_constructible::value)) +#endif + *ptr = T(); + (void)ptr; +} +#else +static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; } +#endif + + +#if !CYTHON_USE_MODULE_STATE +static PyObject *__pyx_m = NULL; +#endif +static int __pyx_lineno; +static int __pyx_clineno = 0; +static const char * const __pyx_cfilenm = __FILE__; +static const char *__pyx_filename; + +/* Header.proto */ +#if !defined(CYTHON_CCOMPLEX) + #if defined(__cplusplus) + #define CYTHON_CCOMPLEX 1 + #elif (defined(_Complex_I) && !defined(_MSC_VER)) || ((defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) && !defined(__STDC_NO_COMPLEX__) && !defined(_MSC_VER)) + #define CYTHON_CCOMPLEX 1 + #else + #define CYTHON_CCOMPLEX 0 + #endif +#endif +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #include + #else + #include + #endif +#endif +#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) + #undef _Complex_I + #define _Complex_I 1.0fj +#endif + +/* #### Code section: filename_table ### */ + +static const char* const __pyx_f[] = { + "matcha/utils/monotonic_align/core.pyx", + "", + "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd", + "cpython/type.pxd", +}; +/* #### Code section: utility_code_proto_before_types ### */ +/* Atomics.proto (used by UnpackUnboundCMethod) */ +#include +#ifndef CYTHON_ATOMICS + #define CYTHON_ATOMICS 1 +#endif +#define __PYX_CYTHON_ATOMICS_ENABLED() CYTHON_ATOMICS +#define __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING() CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +#define __pyx_atomic_int_type int +#define __pyx_nonatomic_int_type int +#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\ + (__STDC_VERSION__ >= 201112L) &&\ + !defined(__STDC_NO_ATOMICS__)) + #include +#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\ + (__cplusplus >= 201103L) ||\ + (defined(_MSC_VER) && _MSC_VER >= 1700))) + #include +#endif +#if CYTHON_ATOMICS && (defined(__STDC_VERSION__) &&\ + (__STDC_VERSION__ >= 201112L) &&\ + !defined(__STDC_NO_ATOMICS__) &&\ + ATOMIC_INT_LOCK_FREE == 2) + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type atomic_int + #define __pyx_atomic_ptr_type atomic_uintptr_t + #define __pyx_nonatomic_ptr_type uintptr_t + #define __pyx_atomic_incr_relaxed(value) atomic_fetch_add_explicit(value, 1, memory_order_relaxed) + #define __pyx_atomic_incr_acq_rel(value) atomic_fetch_add_explicit(value, 1, memory_order_acq_rel) + #define __pyx_atomic_decr_acq_rel(value) atomic_fetch_sub_explicit(value, 1, memory_order_acq_rel) + #define __pyx_atomic_sub(value, arg) atomic_fetch_sub(value, arg) + #define __pyx_atomic_int_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired) + #define __pyx_atomic_load(value) atomic_load(value) + #define __pyx_atomic_store(value, new_value) atomic_store(value, new_value) + #define __pyx_atomic_pointer_load_relaxed(value) atomic_load_explicit(value, memory_order_relaxed) + #define __pyx_atomic_pointer_load_acquire(value) atomic_load_explicit(value, memory_order_acquire) + #define __pyx_atomic_pointer_exchange(value, new_value) atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value) + #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) atomic_compare_exchange_strong(value, expected, desired) + #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER) + #pragma message ("Using standard C atomics") + #elif defined(__PYX_DEBUG_ATOMICS) + #warning "Using standard C atomics" + #endif +#elif CYTHON_ATOMICS && (defined(__cplusplus) && (\ + (__cplusplus >= 201103L) ||\ +\ + (defined(_MSC_VER) && _MSC_VER >= 1700)) &&\ + ATOMIC_INT_LOCK_FREE == 2) + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type std::atomic_int + #define __pyx_atomic_ptr_type std::atomic_uintptr_t + #define __pyx_nonatomic_ptr_type uintptr_t + #define __pyx_atomic_incr_relaxed(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_relaxed) + #define __pyx_atomic_incr_acq_rel(value) std::atomic_fetch_add_explicit(value, 1, std::memory_order_acq_rel) + #define __pyx_atomic_decr_acq_rel(value) std::atomic_fetch_sub_explicit(value, 1, std::memory_order_acq_rel) + #define __pyx_atomic_sub(value, arg) std::atomic_fetch_sub(value, arg) + #define __pyx_atomic_int_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired) + #define __pyx_atomic_load(value) std::atomic_load(value) + #define __pyx_atomic_store(value, new_value) std::atomic_store(value, new_value) + #define __pyx_atomic_pointer_load_relaxed(value) std::atomic_load_explicit(value, std::memory_order_relaxed) + #define __pyx_atomic_pointer_load_acquire(value) std::atomic_load_explicit(value, std::memory_order_acquire) + #define __pyx_atomic_pointer_exchange(value, new_value) std::atomic_exchange(value, (__pyx_nonatomic_ptr_type)new_value) + #define __pyx_atomic_pointer_cmp_exchange(value, expected, desired) std::atomic_compare_exchange_strong(value, expected, desired) + #if defined(__PYX_DEBUG_ATOMICS) && defined(_MSC_VER) + #pragma message ("Using standard C++ atomics") + #elif defined(__PYX_DEBUG_ATOMICS) + #warning "Using standard C++ atomics" + #endif +#elif CYTHON_ATOMICS && (__GNUC__ >= 5 || (__GNUC__ == 4 &&\ + (__GNUC_MINOR__ > 1 ||\ + (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL__ >= 2)))) + #define __pyx_atomic_ptr_type void* + #define __pyx_nonatomic_ptr_type void* + #define __pyx_atomic_incr_relaxed(value) __sync_fetch_and_add(value, 1) + #define __pyx_atomic_incr_acq_rel(value) __sync_fetch_and_add(value, 1) + #define __pyx_atomic_decr_acq_rel(value) __sync_fetch_and_sub(value, 1) + #define __pyx_atomic_sub(value, arg) __sync_fetch_and_sub(value, arg) + static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) { + __pyx_nonatomic_int_type old = __sync_val_compare_and_swap(value, *expected, desired); + int result = old == *expected; + *expected = old; + return result; + } + #define __pyx_atomic_load(value) __sync_fetch_and_add(value, 0) + #define __pyx_atomic_store(value, new_value) __sync_lock_test_and_set(value, new_value) + #define __pyx_atomic_pointer_load_relaxed(value) __sync_fetch_and_add(value, 0) + #define __pyx_atomic_pointer_load_acquire(value) __sync_fetch_and_add(value, 0) + #define __pyx_atomic_pointer_exchange(value, new_value) __sync_lock_test_and_set(value, (__pyx_atomic_ptr_type)new_value) + static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) { + __pyx_nonatomic_ptr_type old = __sync_val_compare_and_swap(value, *expected, desired); + int result = old == *expected; + *expected = old; + return result; + } + #ifdef __PYX_DEBUG_ATOMICS + #warning "Using GNU atomics" + #endif +#elif CYTHON_ATOMICS && defined(_MSC_VER) + #include + #undef __pyx_atomic_int_type + #define __pyx_atomic_int_type long + #define __pyx_atomic_ptr_type void* + #undef __pyx_nonatomic_int_type + #define __pyx_nonatomic_int_type long + #define __pyx_nonatomic_ptr_type void* + #pragma intrinsic (_InterlockedExchangeAdd, _InterlockedExchange, _InterlockedCompareExchange, _InterlockedCompareExchangePointer, _InterlockedExchangePointer) + #define __pyx_atomic_incr_relaxed(value) _InterlockedExchangeAdd(value, 1) + #define __pyx_atomic_incr_acq_rel(value) _InterlockedExchangeAdd(value, 1) + #define __pyx_atomic_decr_acq_rel(value) _InterlockedExchangeAdd(value, -1) + #define __pyx_atomic_sub(value, arg) _InterlockedExchangeAdd(value, -arg) + static CYTHON_INLINE int __pyx_atomic_int_cmp_exchange(__pyx_atomic_int_type* value, __pyx_nonatomic_int_type* expected, __pyx_nonatomic_int_type desired) { + __pyx_nonatomic_int_type old = _InterlockedCompareExchange(value, desired, *expected); + int result = old == *expected; + *expected = old; + return result; + } + #define __pyx_atomic_load(value) _InterlockedExchangeAdd(value, 0) + #define __pyx_atomic_store(value, new_value) _InterlockedExchange(value, new_value) + #define __pyx_atomic_pointer_load_relaxed(value) *(void * volatile *)value + #define __pyx_atomic_pointer_load_acquire(value) _InterlockedCompareExchangePointer(value, 0, 0) + #define __pyx_atomic_pointer_exchange(value, new_value) _InterlockedExchangePointer(value, (__pyx_atomic_ptr_type)new_value) + static CYTHON_INLINE int __pyx_atomic_pointer_cmp_exchange(__pyx_atomic_ptr_type* value, __pyx_nonatomic_ptr_type* expected, __pyx_nonatomic_ptr_type desired) { + __pyx_atomic_ptr_type old = _InterlockedCompareExchangePointer(value, desired, *expected); + int result = old == *expected; + *expected = old; + return result; + } + #ifdef __PYX_DEBUG_ATOMICS + #pragma message ("Using MSVC atomics") + #endif +#else + #undef CYTHON_ATOMICS + #define CYTHON_ATOMICS 0 + #ifdef __PYX_DEBUG_ATOMICS + #warning "Not using atomics" + #endif +#endif + +/* CriticalSectionsDefinition.proto (used by CriticalSections) */ +#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +#define __Pyx_PyCriticalSection void* +#define __Pyx_PyCriticalSection2 void* +#define __Pyx_PyCriticalSection_End(cs) +#define __Pyx_PyCriticalSection2_End(cs) +#else +#define __Pyx_PyCriticalSection PyCriticalSection +#define __Pyx_PyCriticalSection2 PyCriticalSection2 +#define __Pyx_PyCriticalSection_End PyCriticalSection_End +#define __Pyx_PyCriticalSection2_End PyCriticalSection2_End +#endif + +/* CriticalSections.proto (used by ParseKeywordsImpl) */ +#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +#define __Pyx_PyCriticalSection_Begin(cs, arg) (void)(cs) +#define __Pyx_PyCriticalSection2_Begin(cs, arg1, arg2) (void)(cs) +#else +#define __Pyx_PyCriticalSection_Begin PyCriticalSection_Begin +#define __Pyx_PyCriticalSection2_Begin PyCriticalSection2_Begin +#endif +#if PY_VERSION_HEX < 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API +#define __Pyx_BEGIN_CRITICAL_SECTION(o) { +#define __Pyx_END_CRITICAL_SECTION() } +#else +#define __Pyx_BEGIN_CRITICAL_SECTION Py_BEGIN_CRITICAL_SECTION +#define __Pyx_END_CRITICAL_SECTION Py_END_CRITICAL_SECTION +#endif + +/* ForceInitThreads.proto */ +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +/* NoFastGil.proto */ +#define __Pyx_PyGILState_Ensure PyGILState_Ensure +#define __Pyx_PyGILState_Release PyGILState_Release +#define __Pyx_FastGIL_Remember() +#define __Pyx_FastGIL_Forget() +#define __Pyx_FastGilFuncInit() + +/* IncludeStructmemberH.proto (used by FixUpExtensionType) */ +#include + +/* BufferFormatStructs.proto */ +struct __Pyx_StructField_; +#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) +typedef struct { + const char* name; + const struct __Pyx_StructField_* fields; + size_t size; + size_t arraysize[8]; + int ndim; + char typegroup; + char is_unsigned; + int flags; +} __Pyx_TypeInfo; +typedef struct __Pyx_StructField_ { + const __Pyx_TypeInfo* type; + const char* name; + size_t offset; +} __Pyx_StructField; +typedef struct { + const __Pyx_StructField* field; + size_t parent_offset; +} __Pyx_BufFmt_StackElem; +typedef struct { + __Pyx_StructField root; + __Pyx_BufFmt_StackElem* head; + size_t fmt_offset; + size_t new_count, enc_count; + size_t struct_alignment; + int is_complex; + char enc_type; + char new_packmode; + char enc_packmode; + char is_valid_array; +} __Pyx_BufFmt_Context; + +/* MemviewSliceStruct.proto */ +struct __pyx_memoryview_obj; +typedef struct { + struct __pyx_memoryview_obj *memview; + char *data; + Py_ssize_t shape[8]; + Py_ssize_t strides[8]; + Py_ssize_t suboffsets[8]; +} __Pyx_memviewslice; +#define __Pyx_MemoryView_Len(m) (m.shape[0]) +#define __Pyx_MEMVIEW_DIRECT 1 +#define __Pyx_MEMVIEW_PTR 2 +#define __Pyx_MEMVIEW_FULL 4 +#define __Pyx_MEMVIEW_CONTIG 8 +#define __Pyx_MEMVIEW_STRIDED 16 +#define __Pyx_MEMVIEW_FOLLOW 32 +#define __Pyx_IS_C_CONTIG 1 +#define __Pyx_IS_F_CONTIG 2 +#define __Pyx_MEMSLICE_INIT { 0, 0, { 0 }, { 0 }, { 0 } } +#if CYTHON_ATOMICS + #define __pyx_add_acquisition_count(memview)\ + __pyx_atomic_incr_relaxed(__pyx_get_slice_count_pointer(memview)) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_atomic_decr_acq_rel(__pyx_get_slice_count_pointer(memview)) +#else + #define __pyx_add_acquisition_count(memview)\ + __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) + #define __pyx_sub_acquisition_count(memview)\ + __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock) +#endif + +/* #### Code section: numeric_typedefs ### */ + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":744 + * # in Cython to enable them only on the right systems. + * + * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t +*/ +typedef npy_int8 __pyx_t_5numpy_int8_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":745 + * + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t +*/ +typedef npy_int16 __pyx_t_5numpy_int16_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":746 + * ctypedef npy_int8 int8_t + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< + * ctypedef npy_int64 int64_t + * +*/ +typedef npy_int32 __pyx_t_5numpy_int32_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":747 + * ctypedef npy_int16 int16_t + * ctypedef npy_int32 int32_t + * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< + * + * ctypedef npy_uint8 uint8_t +*/ +typedef npy_int64 __pyx_t_5numpy_int64_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":749 + * ctypedef npy_int64 int64_t + * + * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t +*/ +typedef npy_uint8 __pyx_t_5numpy_uint8_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":750 + * + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t +*/ +typedef npy_uint16 __pyx_t_5numpy_uint16_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":751 + * ctypedef npy_uint8 uint8_t + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< + * ctypedef npy_uint64 uint64_t + * +*/ +typedef npy_uint32 __pyx_t_5numpy_uint32_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":752 + * ctypedef npy_uint16 uint16_t + * ctypedef npy_uint32 uint32_t + * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< + * + * ctypedef npy_float32 float32_t +*/ +typedef npy_uint64 __pyx_t_5numpy_uint64_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":754 + * ctypedef npy_uint64 uint64_t + * + * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< + * ctypedef npy_float64 float64_t + * #ctypedef npy_float80 float80_t +*/ +typedef npy_float32 __pyx_t_5numpy_float32_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":755 + * + * ctypedef npy_float32 float32_t + * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< + * #ctypedef npy_float80 float80_t + * #ctypedef npy_float128 float128_t +*/ +typedef npy_float64 __pyx_t_5numpy_float64_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":762 + * ctypedef double complex complex128_t + * + * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< + * ctypedef npy_ulonglong ulonglong_t + * +*/ +typedef npy_longlong __pyx_t_5numpy_longlong_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":763 + * + * ctypedef npy_longlong longlong_t + * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< + * + * ctypedef npy_intp intp_t +*/ +typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":765 + * ctypedef npy_ulonglong ulonglong_t + * + * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< + * ctypedef npy_uintp uintp_t + * +*/ +typedef npy_intp __pyx_t_5numpy_intp_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":766 + * + * ctypedef npy_intp intp_t + * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< + * + * ctypedef npy_double float_t +*/ +typedef npy_uintp __pyx_t_5numpy_uintp_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":768 + * ctypedef npy_uintp uintp_t + * + * ctypedef npy_double float_t # <<<<<<<<<<<<<< + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t +*/ +typedef npy_double __pyx_t_5numpy_float_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":769 + * + * ctypedef npy_double float_t + * ctypedef npy_double double_t # <<<<<<<<<<<<<< + * ctypedef npy_longdouble longdouble_t + * +*/ +typedef npy_double __pyx_t_5numpy_double_t; + +/* "../../../../../../../tmp/pip-build-env-1iiesr3w/overlay/local/lib/python3.12/dist-packages/numpy/__init__.cython-30.pxd":770 + * ctypedef npy_double float_t + * ctypedef npy_double double_t + * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< + * + * ctypedef float complex cfloat_t +*/ +typedef npy_longdouble __pyx_t_5numpy_longdouble_t; +/* #### Code section: complex_type_declarations ### */ +/* Declarations.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + typedef ::std::complex< float > __pyx_t_float_complex; + #else + typedef float _Complex __pyx_t_float_complex; + #endif +#else + typedef struct { float real, imag; } __pyx_t_float_complex; +#endif +static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); + +/* Declarations.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + typedef ::std::complex< double > __pyx_t_double_complex; + #else + typedef double _Complex __pyx_t_double_complex; + #endif +#else + typedef struct { double real, imag; } __pyx_t_double_complex; +#endif +static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); + +/* Declarations.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + typedef ::std::complex< long double > __pyx_t_long_double_complex; + #else + typedef long double _Complex __pyx_t_long_double_complex; + #endif +#else + typedef struct { long double real, imag; } __pyx_t_long_double_complex; +#endif +static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double, long double); + +/* #### Code section: type_declarations ### */ + +/*--- Type declarations ---*/ +struct __pyx_array_obj; +struct __pyx_MemviewEnum_obj; +struct __pyx_memoryview_obj; +struct __pyx_memoryviewslice_obj; +struct __pyx_opt_args_6matcha_5utils_15monotonic_align_4core_maximum_path_c; + +/* "matcha/utils/monotonic_align/core.pyx":42 + * @cython.boundscheck(False) + * @cython.wraparound(False) + * cpdef void maximum_path_c(int[:,:,::1] paths, float[:,:,::1] values, int[::1] t_xs, int[::1] t_ys, float max_neg_val=-1e9) nogil: # <<<<<<<<<<<<<< + * cdef int b = values.shape[0] + * +*/ +struct __pyx_opt_args_6matcha_5utils_15monotonic_align_4core_maximum_path_c { + int __pyx_n; + float max_neg_val; +}; + +/* "View.MemoryView":118 + * + * + * @cython.collection_type("sequence") # <<<<<<<<<<<<<< + * @cname("__pyx_array") + * cdef class array: +*/ +struct __pyx_array_obj { + PyObject_HEAD + struct __pyx_vtabstruct_array *__pyx_vtab; + char *data; + Py_ssize_t len; + char *format; + int ndim; + Py_ssize_t *_shape; + Py_ssize_t *_strides; + Py_ssize_t itemsize; + PyObject *mode; + PyObject *_format; + void (*callback_free_data)(void *); + int free_data; + int dtype_is_object; +}; + + +/* "View.MemoryView":307 + * + * + * @cname('__pyx_MemviewEnum') # <<<<<<<<<<<<<< + * cdef class Enum(object): + * cdef object name +*/ +struct __pyx_MemviewEnum_obj { + PyObject_HEAD + PyObject *name; +}; + + +/* "View.MemoryView":342 + * + * + * @cname('__pyx_memoryview') # <<<<<<<<<<<<<< + * cdef class memoryview: + * +*/ +struct __pyx_memoryview_obj { + PyObject_HEAD + struct __pyx_vtabstruct_memoryview *__pyx_vtab; + PyObject *obj; + PyObject *_size; + void *_unused; + PyThread_type_lock lock; + __pyx_atomic_int_type acquisition_count; + Py_buffer view; + int flags; + int dtype_is_object; + __Pyx_TypeInfo const *typeinfo; +}; + + +/* "View.MemoryView":856 + * + * + * @cython.collection_type("sequence") # <<<<<<<<<<<<<< + * @cname('__pyx_memoryviewslice') + * cdef class _memoryviewslice(memoryview): +*/ +struct __pyx_memoryviewslice_obj { + struct __pyx_memoryview_obj __pyx_base; + __Pyx_memviewslice from_slice; + PyObject *from_object; 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else {__Pyx_INCREF(r); }} while(0) + #define __Pyx_XDECREF(r) do { if((r) == NULL); else {__Pyx_DECREF(r); }} while(0) + #define __Pyx_XGOTREF(r) do { if((r) == NULL); else {__Pyx_GOTREF(r); }} while(0) + #define __Pyx_XGIVEREF(r) do { if((r) == NULL); else {__Pyx_GIVEREF(r);}} while(0) +#else + #define __Pyx_RefNannyDeclarations + #define __Pyx_RefNannySetupContext(name, acquire_gil) + #define __Pyx_RefNannyFinishContextNogil() + #define __Pyx_RefNannyFinishContext() + #define __Pyx_INCREF(r) Py_INCREF(r) + #define __Pyx_DECREF(r) Py_DECREF(r) + #define __Pyx_GOTREF(r) + #define __Pyx_GIVEREF(r) + #define __Pyx_XINCREF(r) Py_XINCREF(r) + #define __Pyx_XDECREF(r) Py_XDECREF(r) + #define __Pyx_XGOTREF(r) + #define __Pyx_XGIVEREF(r) +#endif +#define __Pyx_Py_XDECREF_SET(r, v) do {\ + PyObject *tmp = (PyObject *) r;\ + r = v; Py_XDECREF(tmp);\ + } while (0) +#define __Pyx_XDECREF_SET(r, v) do {\ + PyObject *tmp = (PyObject *) r;\ + r = v; __Pyx_XDECREF(tmp);\ + } while (0) +#define __Pyx_DECREF_SET(r, v) do {\ + PyObject *tmp = (PyObject *) r;\ + r = v; __Pyx_DECREF(tmp);\ + } while (0) +#define __Pyx_CLEAR(r) do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0) +#define __Pyx_XCLEAR(r) do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0) + +/* TupleAndListFromArray.proto (used by fastcall) */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n); +#endif +#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_METH_FASTCALL +static CYTHON_INLINE PyObject* __Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n); +#endif + +/* IncludeStringH.proto (used by BytesEquals) */ +#include + +/* BytesEquals.proto (used by UnicodeEquals) */ +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); + +/* UnicodeEquals.proto (used by fastcall) */ +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); + +/* fastcall.proto */ +#if CYTHON_AVOID_BORROWED_REFS + #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_PySequence_ITEM(args, i) +#elif CYTHON_ASSUME_SAFE_MACROS + #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_NewRef(__Pyx_PyTuple_GET_ITEM(args, i)) +#else + #define __Pyx_ArgRef_VARARGS(args, i) __Pyx_XNewRef(PyTuple_GetItem(args, i)) +#endif +#define __Pyx_NumKwargs_VARARGS(kwds) PyDict_Size(kwds) +#define __Pyx_KwValues_VARARGS(args, nargs) NULL +#define __Pyx_GetKwValue_VARARGS(kw, kwvalues, s) __Pyx_PyDict_GetItemStrWithError(kw, s) +#define __Pyx_KwargsAsDict_VARARGS(kw, kwvalues) PyDict_Copy(kw) +#if CYTHON_METH_FASTCALL + #define __Pyx_ArgRef_FASTCALL(args, i) __Pyx_NewRef(args[i]) + #define __Pyx_NumKwargs_FASTCALL(kwds) __Pyx_PyTuple_GET_SIZE(kwds) + #define __Pyx_KwValues_FASTCALL(args, nargs) ((args) + (nargs)) + static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s); + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API + CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues); + #else + #define __Pyx_KwargsAsDict_FASTCALL(kw, kwvalues) _PyStack_AsDict(kwvalues, kw) + #endif +#else + #define __Pyx_ArgRef_FASTCALL __Pyx_ArgRef_VARARGS + #define __Pyx_NumKwargs_FASTCALL __Pyx_NumKwargs_VARARGS + #define __Pyx_KwValues_FASTCALL __Pyx_KwValues_VARARGS + #define __Pyx_GetKwValue_FASTCALL __Pyx_GetKwValue_VARARGS + #define __Pyx_KwargsAsDict_FASTCALL __Pyx_KwargsAsDict_VARARGS +#endif +#define __Pyx_ArgsSlice_VARARGS(args, start, stop) PyTuple_GetSlice(args, start, stop) +#if CYTHON_METH_FASTCALL || (CYTHON_COMPILING_IN_CPYTHON && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) +#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) __Pyx_PyTuple_FromArray(args + start, stop - start) +#else +#define __Pyx_ArgsSlice_FASTCALL(args, start, stop) PyTuple_GetSlice(args, start, stop) +#endif + +/* py_dict_items.proto (used by OwnedDictNext) */ +static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d); + +/* CallCFunction.proto (used by CallUnboundCMethod0) */ +#define __Pyx_CallCFunction(cfunc, self, args)\ + ((PyCFunction)(void(*)(void))(cfunc)->func)(self, args) +#define __Pyx_CallCFunctionWithKeywords(cfunc, self, args, kwargs)\ + ((PyCFunctionWithKeywords)(void(*)(void))(cfunc)->func)(self, args, kwargs) +#define __Pyx_CallCFunctionFast(cfunc, self, args, nargs)\ + ((__Pyx_PyCFunctionFast)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs) +#define __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, nargs, kwnames)\ + ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))(PyCFunction)(cfunc)->func)(self, args, nargs, kwnames) + +/* PyObjectCall.proto (used by PyObjectFastCall) */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); +#else +#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) +#endif + +/* PyObjectCallMethO.proto (used by PyObjectFastCall) */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); +#endif + +/* PyObjectFastCall.proto (used by PyObjectCallOneArg) */ +#define __Pyx_PyObject_FastCall(func, args, nargs) __Pyx_PyObject_FastCallDict(func, args, (size_t)(nargs), NULL) +static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs); + +/* PyObjectCallOneArg.proto (used by CallUnboundCMethod0) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); + +/* PyObjectGetAttrStr.proto (used by UnpackUnboundCMethod) */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name); +#else +#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) +#endif + +/* UnpackUnboundCMethod.proto (used by CallUnboundCMethod0) */ +typedef struct { + PyObject *type; + PyObject **method_name; +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && CYTHON_ATOMICS + __pyx_atomic_int_type initialized; +#endif + PyCFunction func; + PyObject *method; + int flag; +} __Pyx_CachedCFunction; +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +static CYTHON_INLINE int __Pyx_CachedCFunction_GetAndSetInitializing(__Pyx_CachedCFunction *cfunc) { +#if !CYTHON_ATOMICS + return 1; +#else + __pyx_nonatomic_int_type expected = 0; + if (__pyx_atomic_int_cmp_exchange(&cfunc->initialized, &expected, 1)) { + return 0; + } + return expected; +#endif +} +static CYTHON_INLINE void __Pyx_CachedCFunction_SetFinishedInitializing(__Pyx_CachedCFunction *cfunc) { +#if CYTHON_ATOMICS + __pyx_atomic_store(&cfunc->initialized, 2); +#endif +} +#else +#define __Pyx_CachedCFunction_GetAndSetInitializing(cfunc) 2 +#define __Pyx_CachedCFunction_SetFinishedInitializing(cfunc) +#endif + +/* CallUnboundCMethod0.proto */ +CYTHON_UNUSED +static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self); +#else +#define __Pyx_CallUnboundCMethod0(cfunc, self) __Pyx__CallUnboundCMethod0(cfunc, self) +#endif + +/* py_dict_values.proto (used by OwnedDictNext) */ +static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d); + +/* OwnedDictNext.proto (used by ParseKeywordsImpl) */ +#if CYTHON_AVOID_BORROWED_REFS +static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue); +#else +CYTHON_INLINE +static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue); +#endif + +/* RaiseDoubleKeywords.proto (used by ParseKeywordsImpl) */ +static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); + +/* ParseKeywordsImpl.export */ +static int __Pyx_ParseKeywordsTuple( + PyObject *kwds, + PyObject * const *kwvalues, + PyObject ** const argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs +); +static int __Pyx_ParseKeywordDictToDict( + PyObject *kwds, + PyObject ** const argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name +); +static int __Pyx_ParseKeywordDict( + PyObject *kwds, + PyObject ** const argnames[], + PyObject *values[], + Py_ssize_t num_pos_args, + Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs +); + +/* CallUnboundCMethod2.proto */ +CYTHON_UNUSED +static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2); +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2); +#else +#define __Pyx_CallUnboundCMethod2(cfunc, self, arg1, arg2) __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2) +#endif + +/* ParseKeywords.proto */ +static CYTHON_INLINE int __Pyx_ParseKeywords( + PyObject *kwds, PyObject *const *kwvalues, PyObject ** const argnames[], + PyObject *kwds2, PyObject *values[], + Py_ssize_t num_pos_args, Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs +); + +/* RaiseArgTupleInvalid.proto */ +static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, + Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); + +/* ArgTypeTestFunc.export */ +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact); + +/* ArgTypeTest.proto */ +#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\ + ((likely(__Pyx_IS_TYPE(obj, type) | (none_allowed && (obj == Py_None)))) ? 1 :\ + __Pyx__ArgTypeTest(obj, type, name, exact)) + +/* PyErrExceptionMatches.proto (used by PyObjectGetAttrStrNoError) */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err) +static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err); +#else +#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err) +#endif + +/* PyThreadStateGet.proto (used by PyErrFetchRestore) */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; +#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; +#if PY_VERSION_HEX >= 0x030C00A6 +#define __Pyx_PyErr_Occurred() (__pyx_tstate->current_exception != NULL) +#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->current_exception ? (PyObject*) Py_TYPE(__pyx_tstate->current_exception) : (PyObject*) NULL) +#else +#define __Pyx_PyErr_Occurred() (__pyx_tstate->curexc_type != NULL) +#define __Pyx_PyErr_CurrentExceptionType() (__pyx_tstate->curexc_type) +#endif +#else +#define __Pyx_PyThreadState_declare +#define __Pyx_PyThreadState_assign +#define __Pyx_PyErr_Occurred() (PyErr_Occurred() != NULL) +#define __Pyx_PyErr_CurrentExceptionType() PyErr_Occurred() +#endif + +/* PyErrFetchRestore.proto (used by PyObjectGetAttrStrNoError) */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) +#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A6 +#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) +#else +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#endif +#else +#define __Pyx_PyErr_Clear() PyErr_Clear() +#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) +#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) +#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) +#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) +#endif + +/* PyObjectGetAttrStrNoError.proto (used by GetBuiltinName) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name); + +/* GetBuiltinName.proto */ +static PyObject *__Pyx_GetBuiltinName(PyObject *name); + +/* PyValueError_Check.proto */ +#define __Pyx_PyExc_ValueError_Check(obj) __Pyx_TypeCheck(obj, PyExc_ValueError) + +/* RaiseException.export */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); + +/* PyObjectFastCallMethod.proto */ +#if CYTHON_VECTORCALL && PY_VERSION_HEX >= 0x03090000 +#define __Pyx_PyObject_FastCallMethod(name, args, nargsf) PyObject_VectorcallMethod(name, args, nargsf, NULL) +#else +static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf); +#endif + +/* RaiseUnexpectedTypeError.proto */ +static int __Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj); + +/* PyMemoryError_Check.proto */ +#define __Pyx_PyExc_MemoryError_Check(obj) __Pyx_TypeCheck(obj, PyExc_MemoryError) + +/* BuildPyUnicode.proto (used by COrdinalToPyUnicode) */ +static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength, + int prepend_sign, char padding_char); + +/* COrdinalToPyUnicode.proto (used by CIntToPyUnicode) */ +static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value); +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t width, char padding_char); + +/* GCCDiagnostics.proto (used by CIntToPyUnicode) */ +#if !defined(__INTEL_COMPILER) && defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) +#define __Pyx_HAS_GCC_DIAGNOSTIC +#endif + +/* IncludeStdlibH.proto (used by CIntToPyUnicode) */ +#include + +/* CIntToPyUnicode.proto */ +#define __Pyx_PyUnicode_From_int(value, width, padding_char, format_char) (\ + ((format_char) == ('c')) ?\ + __Pyx_uchar___Pyx_PyUnicode_From_int(value, width, padding_char) :\ + __Pyx____Pyx_PyUnicode_From_int(value, width, padding_char, format_char)\ + ) +static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char); +static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char); + +/* CIntToPyUnicode.proto */ +#define __Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char) (\ + ((format_char) == ('c')) ?\ + __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char) :\ + __Pyx____Pyx_PyUnicode_From_Py_ssize_t(value, width, padding_char, format_char)\ + ) +static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char); +static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char); + +/* JoinPyUnicode.export */ +static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength, + Py_UCS4 max_char); + +/* PyObjectFormatSimple.proto */ +#if CYTHON_COMPILING_IN_PYPY + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + PyObject_Format(s, f)) +#elif CYTHON_USE_TYPE_SLOTS + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + likely(PyLong_CheckExact(s)) ? PyLong_Type.tp_repr(s) :\ + likely(PyFloat_CheckExact(s)) ? PyFloat_Type.tp_repr(s) :\ + PyObject_Format(s, f)) +#else + #define __Pyx_PyObject_FormatSimple(s, f) (\ + likely(PyUnicode_CheckExact(s)) ? (Py_INCREF(s), s) :\ + PyObject_Format(s, f)) +#endif + +CYTHON_UNUSED static int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *); /*proto*/ +/* GetAttr.proto */ +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *); + +/* GetItemInt.proto */ +#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck, unsafe_shared) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ + __Pyx_GetItemInt_Generic(o, to_py_func(i)))) +#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\ + (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck, int unsafe_shared); +#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck, unsafe_shared) :\ + (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck, int unsafe_shared); +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, + int is_list, int wraparound, int boundscheck, int unsafe_shared); + +/* ObjectGetItem.proto */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key); +#else +#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) +#endif + +/* RejectKeywords.export */ +static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds); + +/* PyTypeError_Check.proto */ +#define __Pyx_PyExc_TypeError_Check(obj) __Pyx_TypeCheck(obj, PyExc_TypeError) + +/* DivInt[Py_ssize_t].proto */ +static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t, int b_is_constant); + +/* UnaryNegOverflows.proto */ +#define __Pyx_UNARY_NEG_WOULD_OVERFLOW(x)\ + (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +/* GetAttr3.proto */ +static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *); + +/* PyDictVersioning.proto (used by GetModuleGlobalName) */ +#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS +#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1) +#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag) +#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\ + (version_var) = __PYX_GET_DICT_VERSION(dict);\ + (cache_var) = (value); +#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\ + static PY_UINT64_T __pyx_dict_version = 0;\ + static PyObject *__pyx_dict_cached_value = NULL;\ + if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\ + (VAR) = __Pyx_XNewRef(__pyx_dict_cached_value);\ + } else {\ + (VAR) = __pyx_dict_cached_value = (LOOKUP);\ + __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\ + }\ +} +static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); +static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); +static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); +#else +#define __PYX_GET_DICT_VERSION(dict) (0) +#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) +#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); +#endif + +/* GetModuleGlobalName.proto */ +#if CYTHON_USE_DICT_VERSIONS +#define __Pyx_GetModuleGlobalName(var, name) do {\ + static PY_UINT64_T __pyx_dict_version = 0;\ + static PyObject *__pyx_dict_cached_value = NULL;\ + (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_mstate_global->__pyx_d))) ?\ + (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ + __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ +} while(0) +#define __Pyx_GetModuleGlobalNameUncached(var, name) do {\ + PY_UINT64_T __pyx_dict_version;\ + PyObject *__pyx_dict_cached_value;\ + (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ +} while(0) +static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); +#else +#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) +#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) +static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); +#endif + +/* AssertionsEnabled.proto */ +#if CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000 + static int __pyx_assertions_enabled_flag; + #define __pyx_assertions_enabled() (__pyx_assertions_enabled_flag) + #if __clang__ || __GNUC__ + __attribute__((no_sanitize("thread"))) + #endif + static int __Pyx_init_assertions_enabled(void) { + PyObject *builtins, *debug, *debug_str; + int flag; + builtins = PyEval_GetBuiltins(); + if (!builtins) goto bad; + debug_str = PyUnicode_FromStringAndSize("__debug__", 9); + if (!debug_str) goto bad; + debug = PyObject_GetItem(builtins, debug_str); + Py_DECREF(debug_str); + if (!debug) goto bad; + flag = PyObject_IsTrue(debug); + Py_DECREF(debug); + if (flag == -1) goto bad; + __pyx_assertions_enabled_flag = flag; + return 0; + bad: + __pyx_assertions_enabled_flag = 1; + return -1; + } +#else + #define __Pyx_init_assertions_enabled() (0) + #define __pyx_assertions_enabled() (!Py_OptimizeFlag) +#endif + +/* PyAssertionError_Check.proto */ +#define __Pyx_PyExc_AssertionError_Check(obj) __Pyx_TypeCheck(obj, PyExc_AssertionError) + +/* RaiseTooManyValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +/* RaiseNeedMoreValuesToUnpack.proto */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +/* RaiseNoneIterError.proto */ +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +/* ExtTypeTest.proto */ +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); + +/* GetTopmostException.proto (used by SaveResetException) */ +#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE +static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); +#endif + +/* SaveResetException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); +#else +#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) +#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) +#endif + +/* GetException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb) +static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#else +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); +#endif + +/* SwapException.proto */ +#if CYTHON_FAST_THREAD_STATE +#define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb) +static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); +#else +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); +#endif + +/* HasAttr.proto (used by ImportImpl) */ +#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 +#define __Pyx_HasAttr(o, n) PyObject_HasAttrWithError(o, n) +#else +static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *); +#endif + +/* ImportImpl.export */ +static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level); + +/* Import.proto */ +static CYTHON_INLINE PyObject *__Pyx_Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, int level); + +/* FastTypeChecks.proto */ +#if CYTHON_COMPILING_IN_CPYTHON +#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) +#define __Pyx_TypeCheck2(obj, type1, type2) __Pyx_IsAnySubtype2(Py_TYPE(obj), (PyTypeObject *)type1, (PyTypeObject *)type2) +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); +static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); +#else +#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) +#define __Pyx_TypeCheck2(obj, type1, type2) (PyObject_TypeCheck(obj, (PyTypeObject *)type1) || PyObject_TypeCheck(obj, (PyTypeObject *)type2)) +#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) +static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2) { + return PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2); +} +#endif +#define __Pyx_PyErr_ExceptionMatches2(err1, err2) __Pyx_PyErr_GivenExceptionMatches2(__Pyx_PyErr_CurrentExceptionType(), err1, err2) +#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) +#ifdef PyExceptionInstance_Check + #define __Pyx_PyBaseException_Check(obj) PyExceptionInstance_Check(obj) +#else + #define __Pyx_PyBaseException_Check(obj) __Pyx_TypeCheck(obj, PyExc_BaseException) +#endif + +CYTHON_UNUSED static int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/ +/* ListCompAppend.proto */ +#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS +static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len)) { + Py_INCREF(x); + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 + L->ob_item[len] = x; + #else + PyList_SET_ITEM(list, len, x); + #endif + __Pyx_SET_SIZE(list, len + 1); + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) +#endif + +/* PySequenceMultiply.proto */ +#define __Pyx_PySequence_Multiply_Left(mul, seq) __Pyx_PySequence_Multiply(seq, mul) +#if !CYTHON_USE_TYPE_SLOTS +#define __Pyx_PySequence_Multiply PySequence_Repeat +#else +static CYTHON_INLINE PyObject* __Pyx_PySequence_Multiply(PyObject *seq, Py_ssize_t mul); +#endif + +/* PyObjectFormatAndDecref.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f); +static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f); + +/* PyObjectFormat.proto */ +#if CYTHON_USE_UNICODE_WRITER +static PyObject* __Pyx_PyObject_Format(PyObject* s, PyObject* f); +#else +#define __Pyx_PyObject_Format(s, f) PyObject_Format(s, f) +#endif + +/* SetItemInt.proto */ +#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck, has_gil, unsafe_shared)\ + (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ + __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck, unsafe_shared) :\ + (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) :\ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v))) +static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck, int unsafe_shared); + +/* RaiseUnboundLocalError.proto */ +static void __Pyx_RaiseUnboundLocalError(const char *varname); + +/* PyIndexError_Check.proto */ +#define __Pyx_PyExc_IndexError_Check(obj) __Pyx_TypeCheck(obj, PyExc_IndexError) + +/* DivInt[long].proto */ +static CYTHON_INLINE long __Pyx_div_long(long, long, int b_is_constant); + +/* PyImportError_Check.proto */ +#define __Pyx_PyExc_ImportError_Check(obj) __Pyx_TypeCheck(obj, PyExc_ImportError) + +/* ReleaseUnknownGil.proto */ +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 +typedef struct { + PyThreadState* ts; + PyGILState_STATE gil_state; +} __Pyx_UnknownThreadState; +#else +#define __Pyx_UnknownThreadState PyThreadState* +#endif +static __Pyx_UnknownThreadState __Pyx_SaveUnknownThread(void); +static void __Pyx_RestoreUnknownThread(__Pyx_UnknownThreadState state); +static CYTHON_INLINE int __Pyx_UnknownThreadStateDefinitelyHadGil(__Pyx_UnknownThreadState state); +static CYTHON_INLINE int __Pyx_UnknownThreadStateMayHaveHadGil(__Pyx_UnknownThreadState state); + +/* ErrOccurredWithGIL.proto */ +static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void); + +/* SharedInFreeThreading.proto */ +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +#define __Pyx_shared_in_cpython_freethreading(x) shared(x) +#else +#define __Pyx_shared_in_cpython_freethreading(x) +#endif + +/* AllocateExtensionType.proto */ +static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final); + +/* CallTypeTraverse.proto */ +#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000) +#define __Pyx_call_type_traverse(o, always_call, visit, arg) 0 +#else +static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg); +#endif + +/* LimitedApiGetTypeDict.proto (used by SetItemOnTypeDict) */ +#if CYTHON_COMPILING_IN_LIMITED_API +static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp); +#endif + +/* SetItemOnTypeDict.proto (used by FixUpExtensionType) */ +static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v); +#define __Pyx_SetItemOnTypeDict(tp, k, v) __Pyx__SetItemOnTypeDict((PyTypeObject*)tp, k, v) + +/* FixUpExtensionType.proto */ +static CYTHON_INLINE int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type); + +/* PyObjectCallNoArg.proto (used by PyObjectCallMethod0) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); + +/* PyObjectGetMethod.proto (used by PyObjectCallMethod0) */ +#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method); +#endif + +/* PyObjectCallMethod0.proto (used by PyType_Ready) */ +static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name); + +/* ValidateBasesTuple.proto (used by PyType_Ready) */ +#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS +static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases); +#endif + +/* PyType_Ready.proto */ +CYTHON_UNUSED static int __Pyx_PyType_Ready(PyTypeObject *t); + +/* SetVTable.proto */ +static int __Pyx_SetVtable(PyTypeObject* typeptr , void* vtable); + +/* GetVTable.proto (used by MergeVTables) */ +static void* __Pyx_GetVtable(PyTypeObject *type); + +/* MergeVTables.proto */ +static int __Pyx_MergeVtables(PyTypeObject *type); + +/* DelItemOnTypeDict.proto (used by SetupReduce) */ +static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k); +#define __Pyx_DelItemOnTypeDict(tp, k) __Pyx__DelItemOnTypeDict((PyTypeObject*)tp, k) + +/* SetupReduce.proto */ +static int __Pyx_setup_reduce(PyObject* type_obj); + +/* TypeImport.proto */ +#ifndef __PYX_HAVE_RT_ImportType_proto_3_2_5 +#define __PYX_HAVE_RT_ImportType_proto_3_2_5 +#if defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L +#include +#endif +#if (defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L) || __cplusplus >= 201103L +#define __PYX_GET_STRUCT_ALIGNMENT_3_2_5(s) alignof(s) +#else +#define __PYX_GET_STRUCT_ALIGNMENT_3_2_5(s) sizeof(void*) +#endif +enum __Pyx_ImportType_CheckSize_3_2_5 { + __Pyx_ImportType_CheckSize_Error_3_2_5 = 0, + __Pyx_ImportType_CheckSize_Warn_3_2_5 = 1, + __Pyx_ImportType_CheckSize_Ignore_3_2_5 = 2 +}; +static PyTypeObject *__Pyx_ImportType_3_2_5(PyObject* module, const char *module_name, const char *class_name, size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_5 check_size); +#endif + +/* dict_setdefault.proto (used by FetchCommonType) */ +static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value); + +/* AddModuleRef.proto (used by FetchSharedCythonModule) */ +#if ((CYTHON_COMPILING_IN_CPYTHON_FREETHREADING ) ||\ + __PYX_LIMITED_VERSION_HEX < 0x030d0000) + static PyObject *__Pyx_PyImport_AddModuleRef(const char *name); +#else + #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name) +#endif + +/* FetchSharedCythonModule.proto (used by FetchCommonType) */ +static PyObject *__Pyx_FetchSharedCythonABIModule(void); + +/* FetchCommonType.proto (used by CommonTypesMetaclass) */ +static PyTypeObject* __Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases); + +/* CommonTypesMetaclass.proto (used by CythonFunctionShared) */ +static int __pyx_CommonTypesMetaclass_init(PyObject *module); +#define __Pyx_CommonTypesMetaclass_USED + +/* PyMethodNew.proto (used by CythonFunctionShared) */ +static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ); + +/* PyVectorcallFastCallDict.proto (used by CythonFunctionShared) */ +#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL +static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw); +#endif + +/* CythonFunctionShared.proto (used by CythonFunction) */ +#define __Pyx_CyFunction_USED +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CYFUNCTION_COROUTINE 0x08 +#define __Pyx_CyFunction_GetClosure(f)\ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API + #define __Pyx_CyFunction_GetClassObj(f)\ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#else + #define __Pyx_CyFunction_GetClassObj(f)\ + ((PyObject*) ((PyCMethodObject *) (f))->mm_class) +#endif +#define __Pyx_CyFunction_SetClassObj(f, classobj)\ + __Pyx__CyFunction_SetClassObj((__pyx_CyFunctionObject *) (f), (classobj)) +#define __Pyx_CyFunction_Defaults(type, f)\ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject_HEAD + PyObject *func; +#elif PY_VERSION_HEX < 0x030900B1 + PyCFunctionObject func; +#else + PyCMethodObject func; +#endif +#if CYTHON_COMPILING_IN_LIMITED_API && CYTHON_METH_FASTCALL + __pyx_vectorcallfunc func_vectorcall; +#endif +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *func_weakreflist; +#endif +#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API + PyObject *func_dict; +#endif + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_globals; + PyObject *func_code; + PyObject *func_closure; +#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API + PyObject *func_classobj; +#endif + PyObject *defaults; + int flags; + PyObject *defaults_tuple; + PyObject *defaults_kwdict; + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; + PyObject *func_is_coroutine; +} __pyx_CyFunctionObject; +#undef __Pyx_CyOrPyCFunction_Check +#define __Pyx_CyFunction_Check(obj) __Pyx_TypeCheck(obj, __pyx_mstate_global->__pyx_CyFunctionType) +#define __Pyx_CyOrPyCFunction_Check(obj) __Pyx_TypeCheck2(obj, __pyx_mstate_global->__pyx_CyFunctionType, &PyCFunction_Type) +#define __Pyx_CyFunction_CheckExact(obj) __Pyx_IS_TYPE(obj, __pyx_mstate_global->__pyx_CyFunctionType) +static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)); +#undef __Pyx_IsSameCFunction +#define __Pyx_IsSameCFunction(func, cfunc) __Pyx__IsSameCyOrCFunction(func, cfunc) +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *closure, + PyObject *module, PyObject *globals, + PyObject* code); +static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj); +static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, + PyTypeObject *defaults_type); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __pyx_CyFunction_init(PyObject *module); +#if CYTHON_METH_FASTCALL +static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); +static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); +static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); +static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames); +#if CYTHON_COMPILING_IN_LIMITED_API +#define __Pyx_CyFunction_func_vectorcall(f) (((__pyx_CyFunctionObject*)f)->func_vectorcall) +#else +#define __Pyx_CyFunction_func_vectorcall(f) (((PyCFunctionObject*)f)->vectorcall) +#endif +#endif + +/* CythonFunction.proto */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *closure, + PyObject *module, PyObject *globals, + PyObject* code); + +/* CLineInTraceback.proto (used by AddTraceback) */ +#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME +static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); +#else +#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) +#endif + +/* CodeObjectCache.proto (used by AddTraceback) */ +#if CYTHON_COMPILING_IN_LIMITED_API +typedef PyObject __Pyx_CachedCodeObjectType; +#else +typedef PyCodeObject __Pyx_CachedCodeObjectType; +#endif +typedef struct { + __Pyx_CachedCodeObjectType* code_object; + int code_line; +} __Pyx_CodeObjectCacheEntry; +struct __Pyx_CodeObjectCache { + int count; + int max_count; + __Pyx_CodeObjectCacheEntry* entries; + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + __pyx_atomic_int_type accessor_count; + #endif +}; +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); +static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line); +static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object); + +/* AddTraceback.proto */ +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename); + +/* BufferStructDeclare.proto */ +typedef struct { + Py_ssize_t shape, strides, suboffsets; +} __Pyx_Buf_DimInfo; +typedef struct { + size_t refcount; + Py_buffer pybuffer; +} __Pyx_Buffer; +typedef struct { + __Pyx_Buffer *rcbuffer; + char *data; + __Pyx_Buf_DimInfo diminfo[8]; +} __Pyx_LocalBuf_ND; + +/* MemviewRefcount.proto */ +static CYTHON_INLINE int __pyx_add_acquisition_count_locked( + __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock); +static CYTHON_INLINE int __pyx_sub_acquisition_count_locked( + __pyx_atomic_int_type *acquisition_count, PyThread_type_lock lock); +#define __pyx_get_slice_count_pointer(memview) (&memview->acquisition_count) +#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__) +#define __PYX_XCLEAR_MEMVIEW(slice, have_gil) __Pyx_XCLEAR_MEMVIEW(slice, have_gil, __LINE__) +static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int); +static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *, int, int); + +/* MemviewSliceIsContig.proto */ +static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim); + +/* OverlappingSlices.proto */ +static int __pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize); + +/* MemviewSliceInit.proto */ +static int __Pyx_init_memviewslice( + struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference); + +/* SliceMemoryviewSlice.proto */ +static CYTHON_INLINE int __pyx_memoryview_slice_memviewslice( + __Pyx_memviewslice *dst, + Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset, + int dim, int new_ndim, int *suboffset_dim, + Py_ssize_t start, Py_ssize_t stop, Py_ssize_t step, + int have_start, int have_stop, int have_step, + int is_slice); + +/* IsLittleEndian.proto (used by BufferFormatCheck) */ +static CYTHON_INLINE int __Pyx_Is_Little_Endian(void); + +/* BufferFormatCheck.proto (used by MemviewSliceValidateAndInit) */ +static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts); +static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, + __Pyx_BufFmt_StackElem* stack, + const __Pyx_TypeInfo* type); + +/* TypeInfoCompare.proto (used by MemviewSliceValidateAndInit) */ +static int __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __Pyx_TypeInfo *b); + +/* MemviewSliceValidateAndInit.export */ +static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + const __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj); + +/* ObjectToMemviewSlice.proto */ +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_int(PyObject *, int writable_flag); + +/* ObjectToMemviewSlice.proto */ +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_float(PyObject *, int writable_flag); + +/* ObjectToMemviewSlice.proto */ +static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *, int writable_flag); + +/* RealImag.proto */ +#if CYTHON_CCOMPLEX + #ifdef __cplusplus + #define __Pyx_CREAL(z) ((z).real()) + #define __Pyx_CIMAG(z) ((z).imag()) + #else + #define __Pyx_CREAL(z) (__real__(z)) + #define __Pyx_CIMAG(z) (__imag__(z)) + #endif +#else + #define __Pyx_CREAL(z) ((z).real) + #define __Pyx_CIMAG(z) ((z).imag) +#endif +#if defined(__cplusplus) && CYTHON_CCOMPLEX\ + && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103) + #define __Pyx_SET_CREAL(z,x) ((z).real(x)) + #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) +#else + #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) + #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) +#endif + +/* Arithmetic.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #define __Pyx_c_eq_float(a, b) ((a)==(b)) + #define __Pyx_c_sum_float(a, b) ((a)+(b)) + #define __Pyx_c_diff_float(a, b) ((a)-(b)) + #define __Pyx_c_prod_float(a, b) ((a)*(b)) + #define __Pyx_c_quot_float(a, b) ((a)/(b)) + #define __Pyx_c_neg_float(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero_float(z) ((z)==(float)0) + #define __Pyx_c_conj_float(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs_float(z) (::std::abs(z)) + #define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero_float(z) ((z)==0) + #define __Pyx_c_conj_float(z) (conjf(z)) + #if 1 + #define __Pyx_c_abs_float(z) (cabsf(z)) + #define __Pyx_c_pow_float(a, b) (cpowf(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex); + static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex); + #if 1 + static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); + #endif +#endif + +/* Arithmetic.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #define __Pyx_c_eq_double(a, b) ((a)==(b)) + #define __Pyx_c_sum_double(a, b) ((a)+(b)) + #define __Pyx_c_diff_double(a, b) ((a)-(b)) + #define __Pyx_c_prod_double(a, b) ((a)*(b)) + #define __Pyx_c_quot_double(a, b) ((a)/(b)) + #define __Pyx_c_neg_double(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero_double(z) ((z)==(double)0) + #define __Pyx_c_conj_double(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs_double(z) (::std::abs(z)) + #define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero_double(z) ((z)==0) + #define __Pyx_c_conj_double(z) (conj(z)) + #if 1 + #define __Pyx_c_abs_double(z) (cabs(z)) + #define __Pyx_c_pow_double(a, b) (cpow(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex); + #if 1 + static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); + #endif +#endif + +/* Arithmetic.proto */ +#if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #define __Pyx_c_eq_long__double(a, b) ((a)==(b)) + #define __Pyx_c_sum_long__double(a, b) ((a)+(b)) + #define __Pyx_c_diff_long__double(a, b) ((a)-(b)) + #define __Pyx_c_prod_long__double(a, b) ((a)*(b)) + #define __Pyx_c_quot_long__double(a, b) ((a)/(b)) + #define __Pyx_c_neg_long__double(a) (-(a)) + #ifdef __cplusplus + #define __Pyx_c_is_zero_long__double(z) ((z)==(long double)0) + #define __Pyx_c_conj_long__double(z) (::std::conj(z)) + #if 1 + #define __Pyx_c_abs_long__double(z) (::std::abs(z)) + #define __Pyx_c_pow_long__double(a, b) (::std::pow(a, b)) + #endif + #else + #define __Pyx_c_is_zero_long__double(z) ((z)==0) + #define __Pyx_c_conj_long__double(z) (conjl(z)) + #if 1 + #define __Pyx_c_abs_long__double(z) (cabsl(z)) + #define __Pyx_c_pow_long__double(a, b) (cpowl(a, b)) + #endif + #endif +#else + static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex); + static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex); + #if 1 + static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex); + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex, __pyx_t_long_double_complex); + #endif +#endif + +/* MemviewSliceCopy.proto */ +static __Pyx_memviewslice +__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object); + +/* PyObjectVectorCallKwBuilder.proto (used by CIntToPy) */ +CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n); +#if CYTHON_VECTORCALL +#if PY_VERSION_HEX >= 0x03090000 +#define __Pyx_Object_Vectorcall_CallFromBuilder PyObject_Vectorcall +#else +#define __Pyx_Object_Vectorcall_CallFromBuilder _PyObject_Vectorcall +#endif +#define __Pyx_MakeVectorcallBuilderKwds(n) PyTuple_New(n) +static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n); +static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n); +#else +#define __Pyx_Object_Vectorcall_CallFromBuilder __Pyx_PyObject_FastCallDict +#define __Pyx_MakeVectorcallBuilderKwds(n) __Pyx_PyDict_NewPresized(n) +#define __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n) PyDict_SetItem(builder, key, value) +#define __Pyx_VectorcallBuilder_AddArgStr(key, value, builder, args, n) PyDict_SetItemString(builder, key, value) +#endif + +/* CIntToPy.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int(int value); + +/* CIntFromPy.proto */ +static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *); + +/* CIntToPy.proto */ +static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value); + +/* PyObjectCall2Args.proto (used by PyObjectCallMethod1) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); + +/* PyObjectCallMethod1.proto (used by UpdateUnpickledDict) */ +static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg); + +/* UpdateUnpickledDict.proto */ +static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index); + +/* CheckUnpickleChecksum.proto */ +static CYTHON_INLINE int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members); + +/* CIntFromPy.proto */ +static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *); + +/* CIntFromPy.proto */ +static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *); + +/* FormatTypeName.proto */ +#if CYTHON_COMPILING_IN_LIMITED_API +typedef PyObject *__Pyx_TypeName; +#define __Pyx_FMT_TYPENAME "%U" +#define __Pyx_DECREF_TypeName(obj) Py_XDECREF(obj) +#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 +#define __Pyx_PyType_GetFullyQualifiedName PyType_GetFullyQualifiedName +#else +static __Pyx_TypeName __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp); +#endif +#else // !LIMITED_API +typedef const char *__Pyx_TypeName; +#define __Pyx_FMT_TYPENAME "%.200s" +#define __Pyx_PyType_GetFullyQualifiedName(tp) ((tp)->tp_name) +#define __Pyx_DECREF_TypeName(obj) +#endif + +/* GetRuntimeVersion.proto */ +#if __PYX_LIMITED_VERSION_HEX < 0x030b0000 +static unsigned long __Pyx_cached_runtime_version = 0; +static void __Pyx_init_runtime_version(void); +#else +#define __Pyx_init_runtime_version() +#endif +static unsigned long __Pyx_get_runtime_version(void); + +/* CheckBinaryVersion.proto */ +static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer); + +/* DecompressString.proto */ +static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo); + +/* MultiPhaseInitModuleState.proto */ +#if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE +static PyObject *__Pyx_State_FindModule(void*); +static int __Pyx_State_AddModule(PyObject* module, void*); +static int __Pyx_State_RemoveModule(void*); +#elif CYTHON_USE_MODULE_STATE +#define __Pyx_State_FindModule PyState_FindModule +#define __Pyx_State_AddModule PyState_AddModule +#define __Pyx_State_RemoveModule PyState_RemoveModule +#endif + +/* #### Code section: module_declarations ### */ +/* CythonABIVersion.proto */ +#if CYTHON_COMPILING_IN_LIMITED_API + #if CYTHON_METH_FASTCALL + #define __PYX_FASTCALL_ABI_SUFFIX "_fastcall" + #else + #define __PYX_FASTCALL_ABI_SUFFIX + #endif + #define __PYX_LIMITED_ABI_SUFFIX "limited" __PYX_FASTCALL_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX +#else + #define __PYX_LIMITED_ABI_SUFFIX +#endif +#if __PYX_HAS_PY_AM_SEND == 1 + #define __PYX_AM_SEND_ABI_SUFFIX +#elif __PYX_HAS_PY_AM_SEND == 2 + #define __PYX_AM_SEND_ABI_SUFFIX "amsendbackport" +#else + #define __PYX_AM_SEND_ABI_SUFFIX "noamsend" +#endif +#ifndef __PYX_MONITORING_ABI_SUFFIX + #define __PYX_MONITORING_ABI_SUFFIX +#endif +#if CYTHON_USE_TP_FINALIZE + #define __PYX_TP_FINALIZE_ABI_SUFFIX +#else + #define __PYX_TP_FINALIZE_ABI_SUFFIX "nofinalize" +#endif +#if CYTHON_USE_FREELISTS || !defined(__Pyx_AsyncGen_USED) + #define __PYX_FREELISTS_ABI_SUFFIX +#else + #define __PYX_FREELISTS_ABI_SUFFIX "nofreelists" +#endif +#define CYTHON_ABI __PYX_ABI_VERSION __PYX_LIMITED_ABI_SUFFIX __PYX_MONITORING_ABI_SUFFIX __PYX_TP_FINALIZE_ABI_SUFFIX __PYX_FREELISTS_ABI_SUFFIX __PYX_AM_SEND_ABI_SUFFIX +#define __PYX_ABI_MODULE_NAME "_cython_" CYTHON_ABI +#define __PYX_TYPE_MODULE_PREFIX __PYX_ABI_MODULE_NAME "." + +static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/ +static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/ +static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/ +static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryview__get_base(struct __pyx_memoryview_obj *__pyx_v_self); /* proto*/ +static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/ +static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/ +static PyObject *__pyx_memoryviewslice__get_base(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_8itemsize_itemsize(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp __pyx_f_5numpy_5dtype_9alignment_alignment(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_6fields_fields(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE PyObject *__pyx_f_5numpy_5dtype_5names_names(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE PyArray_ArrayDescr *__pyx_f_5numpy_5dtype_8subarray_subarray(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_uint64 __pyx_f_5numpy_5dtype_5flags_flags(PyArray_Descr *__pyx_v_self); /* proto*/ +static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_7numiter_numiter(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_4size_size(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp __pyx_f_5numpy_9broadcast_5index_index(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE int __pyx_f_5numpy_9broadcast_2nd_nd(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp *__pyx_f_5numpy_9broadcast_10dimensions_dimensions(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE void **__pyx_f_5numpy_9broadcast_5iters_iters(PyArrayMultiIterObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE PyObject *__pyx_f_5numpy_7ndarray_4base_base(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE PyArray_Descr *__pyx_f_5numpy_7ndarray_5descr_descr(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE int __pyx_f_5numpy_7ndarray_4ndim_ndim(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_5shape_shape(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp *__pyx_f_5numpy_7ndarray_7strides_strides(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE npy_intp __pyx_f_5numpy_7ndarray_4size_size(PyArrayObject *__pyx_v_self); /* proto*/ +static CYTHON_INLINE char *__pyx_f_5numpy_7ndarray_4data_data(PyArrayObject *__pyx_v_self); /* proto*/ + +/* Module declarations from "cython.view" */ + +/* Module declarations from "cython.dataclasses" */ + +/* Module declarations from "cython" */ + +/* Module declarations from "libc.string" */ + +/* Module declarations from "libc.stdio" */ + +/* Module declarations from "__builtin__" */ + +/* Module declarations from "cpython.type" */ + +/* Module declarations from "cpython" */ + +/* Module declarations from "cpython.object" */ + +/* Module declarations from "cpython.ref" */ + +/* Module declarations from "numpy" */ + +/* Module declarations from "numpy" */ + +/* Module declarations from "matcha.utils.monotonic_align.core" */ +static PyObject *__pyx_collections_abc_Sequence = 0; +static PyObject *generic = 0; +static PyObject *strided = 0; +static PyObject *indirect = 0; +static PyObject *contiguous = 0; +static PyObject *indirect_contiguous = 0; +static int __pyx_memoryview_thread_locks_used; +static PyThread_type_lock __pyx_memoryview_thread_locks[8]; +static void __pyx_f_6matcha_5utils_15monotonic_align_4core_maximum_path_each(__Pyx_memviewslice, __Pyx_memviewslice, int, int, float); /*proto*/ +static void __pyx_f_6matcha_5utils_15monotonic_align_4core_maximum_path_c(__Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, __Pyx_memviewslice, int __pyx_skip_dispatch, struct __pyx_opt_args_6matcha_5utils_15monotonic_align_4core_maximum_path_c *__pyx_optional_args); /*proto*/ +static int __pyx_array_allocate_buffer(struct __pyx_array_obj *); /*proto*/ +static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char const *, char *); /*proto*/ +static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo const *); /*proto*/ +static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/ +static PyObject *_unellipsify(PyObject *, int); /*proto*/ +static int assert_direct_dimensions(Py_ssize_t *, int); /*proto*/ +static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/ +static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/ +static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/ +static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/ +static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/ +static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/ +static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/ +static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/ +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/ +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/ +static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/ +static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/ +static int __pyx_memoryview_err_dim(PyObject *, PyObject *, int); /*proto*/ +static int __pyx_memoryview_err(PyObject *, PyObject *); /*proto*/ +static int __pyx_memoryview_err_no_memory(void); /*proto*/ +static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/ +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/ +static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/ +static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/ +static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum_obj *, PyObject *); /*proto*/ +/* #### Code section: typeinfo ### */ +static const __Pyx_TypeInfo __Pyx_TypeInfo_int = { "int", NULL, sizeof(int), { 0 }, 0, __PYX_IS_UNSIGNED(int) ? 'U' : 'I', __PYX_IS_UNSIGNED(int), 0 }; +static const __Pyx_TypeInfo __Pyx_TypeInfo_float = { "float", NULL, sizeof(float), { 0 }, 0, 'R', 0, 0 }; +/* #### Code section: before_global_var ### */ +#define __Pyx_MODULE_NAME "matcha.utils.monotonic_align.core" +extern int __pyx_module_is_main_matcha__utils__monotonic_align__core; +int __pyx_module_is_main_matcha__utils__monotonic_align__core = 0; + +/* Implementation of "matcha.utils.monotonic_align.core" */ +/* #### Code section: global_var ### */ +static PyObject *__pyx_builtin___import__; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_Ellipsis; +static PyObject *__pyx_builtin_id; +/* #### Code section: string_decls ### */ +static const char __pyx_k_c[] = "c"; +static const char __pyx_k_name[] = "name"; +static const char __pyx_k_fortran[] = "fortran"; +/* #### Code section: decls ### */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__len__(struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */ +static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ +static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED struct __pyx_array_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ +static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */ +static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */ +static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */ +static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryview_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ +static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYTHON_UNUSED struct __pyx_memoryviewslice_obj *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v___pyx_state); /* proto */ +static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v___pyx_type, long __pyx_v___pyx_checksum, PyObject *__pyx_v___pyx_state); /* proto */ +static PyObject *__pyx_pf_6matcha_5utils_15monotonic_align_4core_maximum_path_c(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_paths, __Pyx_memviewslice __pyx_v_values, __Pyx_memviewslice __pyx_v_t_xs, __Pyx_memviewslice __pyx_v_t_ys, float __pyx_v_max_neg_val); /* proto */ +static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +/* #### Code section: late_includes ### */ +/* #### Code section: module_state ### */ +/* SmallCodeConfig */ +#ifndef CYTHON_SMALL_CODE +#if defined(__clang__) + #define CYTHON_SMALL_CODE +#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) + #define CYTHON_SMALL_CODE __attribute__((cold)) +#else + #define CYTHON_SMALL_CODE +#endif +#endif + +typedef struct { + PyObject *__pyx_d; + PyObject *__pyx_b; + PyObject *__pyx_cython_runtime; + PyObject *__pyx_empty_tuple; + PyObject *__pyx_empty_bytes; + PyObject *__pyx_empty_unicode; + PyTypeObject *__pyx_ptype_7cpython_4type_type; + PyTypeObject *__pyx_ptype_5numpy_dtype; + PyTypeObject *__pyx_ptype_5numpy_flatiter; + PyTypeObject *__pyx_ptype_5numpy_broadcast; + PyTypeObject *__pyx_ptype_5numpy_ndarray; + PyTypeObject *__pyx_ptype_5numpy_generic; + PyTypeObject *__pyx_ptype_5numpy_number; + PyTypeObject *__pyx_ptype_5numpy_integer; + PyTypeObject *__pyx_ptype_5numpy_signedinteger; + PyTypeObject *__pyx_ptype_5numpy_unsignedinteger; + PyTypeObject *__pyx_ptype_5numpy_inexact; + PyTypeObject *__pyx_ptype_5numpy_floating; + PyTypeObject *__pyx_ptype_5numpy_complexfloating; + PyTypeObject *__pyx_ptype_5numpy_flexible; + PyTypeObject *__pyx_ptype_5numpy_character; + PyTypeObject *__pyx_ptype_5numpy_ufunc; + PyObject *__pyx_type___pyx_array; + PyObject *__pyx_type___pyx_MemviewEnum; + PyObject *__pyx_type___pyx_memoryview; + PyObject *__pyx_type___pyx_memoryviewslice; + PyTypeObject *__pyx_array_type; + PyTypeObject *__pyx_MemviewEnum_type; + PyTypeObject *__pyx_memoryview_type; + PyTypeObject *__pyx_memoryviewslice_type; + __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_items; + __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_pop; + __Pyx_CachedCFunction __pyx_umethod_PyDict_Type_values; + float __pyx_k__6; + PyObject *__pyx_slice[1]; + PyObject *__pyx_tuple[1]; + PyObject *__pyx_codeobj_tab[1]; + PyObject *__pyx_string_tab[120]; + PyObject *__pyx_number_tab[4]; +/* #### Code section: module_state_contents ### */ +/* CommonTypesMetaclass.module_state_decls */ +PyTypeObject *__pyx_CommonTypesMetaclassType; + +/* CachedMethodType.module_state_decls */ +#if CYTHON_COMPILING_IN_LIMITED_API +PyObject *__Pyx_CachedMethodType; +#endif + +/* CythonFunctionShared.module_state_decls */ +PyTypeObject *__pyx_CyFunctionType; + +/* CodeObjectCache.module_state_decls */ +struct __Pyx_CodeObjectCache __pyx_code_cache; + +/* #### Code section: module_state_end ### */ +} __pyx_mstatetype; + +#if CYTHON_USE_MODULE_STATE +#ifdef __cplusplus +namespace { +extern struct PyModuleDef __pyx_moduledef; +} /* anonymous namespace */ +#else +static struct PyModuleDef __pyx_moduledef; +#endif + +#define __pyx_mstate_global (__Pyx_PyModule_GetState(__Pyx_State_FindModule(&__pyx_moduledef))) + +#define __pyx_m (__Pyx_State_FindModule(&__pyx_moduledef)) +#else +static __pyx_mstatetype __pyx_mstate_global_static = +#ifdef __cplusplus + {}; +#else + {0}; +#endif +static __pyx_mstatetype * const __pyx_mstate_global = &__pyx_mstate_global_static; +#endif +/* #### Code section: constant_name_defines ### */ +#define __pyx_kp_u_ __pyx_string_tab[0] +#define __pyx_kp_u_Buffer_view_does_not_expose_stri __pyx_string_tab[1] +#define __pyx_kp_u_Can_only_create_a_buffer_that_is __pyx_string_tab[2] +#define __pyx_kp_u_Cannot_assign_to_read_only_memor __pyx_string_tab[3] +#define __pyx_kp_u_Cannot_create_writable_memory_vi __pyx_string_tab[4] +#define __pyx_kp_u_Cannot_index_with_type __pyx_string_tab[5] +#define __pyx_kp_u_Cannot_transpose_memoryview_with __pyx_string_tab[6] +#define __pyx_kp_u_Dimension_d_is_not_direct __pyx_string_tab[7] +#define __pyx_kp_u_Empty_shape_tuple_for_cython_arr __pyx_string_tab[8] +#define __pyx_kp_u_Indirect_dimensions_not_supporte __pyx_string_tab[9] +#define __pyx_kp_u_Invalid_mode_expected_c_or_fortr __pyx_string_tab[10] +#define __pyx_kp_u_Invalid_shape_in_axis __pyx_string_tab[11] +#define __pyx_kp_u_MemoryView_of __pyx_string_tab[12] +#define __pyx_kp_u_Note_that_Cython_is_deliberately __pyx_string_tab[13] +#define __pyx_kp_u_Out_of_bounds_on_buffer_access_a __pyx_string_tab[14] +#define __pyx_kp_u_Unable_to_convert_item_to_object __pyx_string_tab[15] +#define __pyx_kp_u__2 __pyx_string_tab[16] +#define __pyx_kp_u__3 __pyx_string_tab[17] +#define __pyx_kp_u__4 __pyx_string_tab[18] +#define __pyx_kp_u__5 __pyx_string_tab[19] +#define __pyx_kp_u__7 __pyx_string_tab[20] +#define __pyx_kp_u_add_note __pyx_string_tab[21] +#define __pyx_kp_u_and __pyx_string_tab[22] +#define __pyx_kp_u_at_0x __pyx_string_tab[23] +#define __pyx_kp_u_collections_abc __pyx_string_tab[24] +#define __pyx_kp_u_contiguous_and_direct __pyx_string_tab[25] +#define __pyx_kp_u_contiguous_and_indirect __pyx_string_tab[26] +#define __pyx_kp_u_disable __pyx_string_tab[27] +#define __pyx_kp_u_enable __pyx_string_tab[28] +#define __pyx_kp_u_gc __pyx_string_tab[29] +#define __pyx_kp_u_got __pyx_string_tab[30] +#define __pyx_kp_u_got_differing_extents_in_dimensi __pyx_string_tab[31] +#define __pyx_kp_u_isenabled __pyx_string_tab[32] +#define __pyx_kp_u_itemsize_0_for_cython_array __pyx_string_tab[33] +#define __pyx_kp_u_matcha_utils_monotonic_align_cor_2 __pyx_string_tab[34] +#define __pyx_kp_u_no_default___reduce___due_to_non __pyx_string_tab[35] +#define __pyx_kp_u_numpy__core_multiarray_failed_to __pyx_string_tab[36] +#define __pyx_kp_u_numpy__core_umath_failed_to_impo __pyx_string_tab[37] +#define __pyx_kp_u_object __pyx_string_tab[38] +#define __pyx_kp_u_strided_and_direct __pyx_string_tab[39] +#define __pyx_kp_u_strided_and_direct_or_indirect __pyx_string_tab[40] +#define __pyx_kp_u_strided_and_indirect __pyx_string_tab[41] +#define __pyx_kp_u_unable_to_allocate_array_data __pyx_string_tab[42] +#define __pyx_kp_u_unable_to_allocate_shape_and_str __pyx_string_tab[43] +#define __pyx_n_u_ASCII __pyx_string_tab[44] +#define __pyx_n_u_Ellipsis __pyx_string_tab[45] +#define __pyx_n_u_Pyx_PyDict_NextRef __pyx_string_tab[46] +#define __pyx_n_u_Sequence __pyx_string_tab[47] +#define __pyx_n_u_View_MemoryView __pyx_string_tab[48] +#define __pyx_n_u_abc __pyx_string_tab[49] +#define __pyx_n_u_allocate_buffer __pyx_string_tab[50] +#define __pyx_n_u_asyncio_coroutines __pyx_string_tab[51] +#define __pyx_n_u_base __pyx_string_tab[52] +#define __pyx_n_u_c __pyx_string_tab[53] +#define __pyx_n_u_class __pyx_string_tab[54] +#define __pyx_n_u_class_getitem __pyx_string_tab[55] +#define __pyx_n_u_cline_in_traceback __pyx_string_tab[56] +#define __pyx_n_u_count __pyx_string_tab[57] +#define __pyx_n_u_dict __pyx_string_tab[58] +#define __pyx_n_u_dtype_is_object __pyx_string_tab[59] +#define __pyx_n_u_encode __pyx_string_tab[60] +#define __pyx_n_u_enumerate __pyx_string_tab[61] +#define __pyx_n_u_error __pyx_string_tab[62] +#define __pyx_n_u_flags __pyx_string_tab[63] +#define __pyx_n_u_format __pyx_string_tab[64] +#define __pyx_n_u_fortran __pyx_string_tab[65] +#define __pyx_n_u_func __pyx_string_tab[66] +#define __pyx_n_u_getstate __pyx_string_tab[67] +#define __pyx_n_u_id __pyx_string_tab[68] +#define __pyx_n_u_import __pyx_string_tab[69] +#define __pyx_n_u_index __pyx_string_tab[70] +#define __pyx_n_u_is_coroutine __pyx_string_tab[71] +#define __pyx_n_u_items __pyx_string_tab[72] +#define __pyx_n_u_itemsize __pyx_string_tab[73] +#define __pyx_n_u_main __pyx_string_tab[74] +#define __pyx_n_u_matcha_utils_monotonic_align_cor __pyx_string_tab[75] +#define __pyx_n_u_max_neg_val __pyx_string_tab[76] +#define __pyx_n_u_maximum_path_c __pyx_string_tab[77] +#define __pyx_n_u_memview __pyx_string_tab[78] +#define __pyx_n_u_mode __pyx_string_tab[79] +#define __pyx_n_u_module __pyx_string_tab[80] +#define __pyx_n_u_name __pyx_string_tab[81] +#define __pyx_n_u_name_2 __pyx_string_tab[82] +#define __pyx_n_u_ndim __pyx_string_tab[83] +#define __pyx_n_u_new __pyx_string_tab[84] +#define __pyx_n_u_np __pyx_string_tab[85] +#define __pyx_n_u_numpy __pyx_string_tab[86] +#define __pyx_n_u_obj __pyx_string_tab[87] +#define __pyx_n_u_pack __pyx_string_tab[88] +#define __pyx_n_u_paths __pyx_string_tab[89] +#define __pyx_n_u_pop __pyx_string_tab[90] +#define __pyx_n_u_pyx_checksum __pyx_string_tab[91] +#define __pyx_n_u_pyx_state __pyx_string_tab[92] +#define __pyx_n_u_pyx_type __pyx_string_tab[93] +#define __pyx_n_u_pyx_unpickle_Enum __pyx_string_tab[94] +#define __pyx_n_u_pyx_vtable __pyx_string_tab[95] +#define __pyx_n_u_qualname __pyx_string_tab[96] +#define __pyx_n_u_reduce __pyx_string_tab[97] +#define __pyx_n_u_reduce_cython __pyx_string_tab[98] +#define __pyx_n_u_reduce_ex __pyx_string_tab[99] +#define __pyx_n_u_register __pyx_string_tab[100] +#define __pyx_n_u_set_name __pyx_string_tab[101] +#define __pyx_n_u_setdefault __pyx_string_tab[102] +#define __pyx_n_u_setstate __pyx_string_tab[103] +#define __pyx_n_u_setstate_cython __pyx_string_tab[104] +#define __pyx_n_u_shape __pyx_string_tab[105] +#define __pyx_n_u_size __pyx_string_tab[106] +#define __pyx_n_u_start __pyx_string_tab[107] +#define __pyx_n_u_step __pyx_string_tab[108] +#define __pyx_n_u_stop __pyx_string_tab[109] +#define __pyx_n_u_struct __pyx_string_tab[110] +#define __pyx_n_u_t_xs __pyx_string_tab[111] +#define __pyx_n_u_t_ys __pyx_string_tab[112] +#define __pyx_n_u_test __pyx_string_tab[113] +#define __pyx_n_u_unpack __pyx_string_tab[114] +#define __pyx_n_u_update __pyx_string_tab[115] +#define __pyx_n_u_values __pyx_string_tab[116] +#define __pyx_n_u_x __pyx_string_tab[117] +#define __pyx_kp_b_iso88591_uvvw_vV1A_Qe1D_at4q_D_Q __pyx_string_tab[118] +#define __pyx_n_b_O __pyx_string_tab[119] +#define __pyx_int_0 __pyx_number_tab[0] +#define __pyx_int_neg_1 __pyx_number_tab[1] +#define __pyx_int_1 __pyx_number_tab[2] +#define __pyx_int_136983863 __pyx_number_tab[3] +/* #### Code section: module_state_clear ### */ +#if CYTHON_USE_MODULE_STATE +static CYTHON_SMALL_CODE int __pyx_m_clear(PyObject *m) { + __pyx_mstatetype *clear_module_state = __Pyx_PyModule_GetState(m); + if (!clear_module_state) return 0; + Py_CLEAR(clear_module_state->__pyx_d); + Py_CLEAR(clear_module_state->__pyx_b); + Py_CLEAR(clear_module_state->__pyx_cython_runtime); + Py_CLEAR(clear_module_state->__pyx_empty_tuple); + Py_CLEAR(clear_module_state->__pyx_empty_bytes); + Py_CLEAR(clear_module_state->__pyx_empty_unicode); + #if CYTHON_PEP489_MULTI_PHASE_INIT + __Pyx_State_RemoveModule(NULL); + #endif + Py_CLEAR(clear_module_state->__pyx_ptype_7cpython_4type_type); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_dtype); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flatiter); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_broadcast); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ndarray); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_generic); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_number); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_integer); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_signedinteger); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_unsignedinteger); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_inexact); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_floating); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_complexfloating); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_flexible); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_character); + Py_CLEAR(clear_module_state->__pyx_ptype_5numpy_ufunc); + Py_CLEAR(clear_module_state->__pyx_array_type); + Py_CLEAR(clear_module_state->__pyx_type___pyx_array); + Py_CLEAR(clear_module_state->__pyx_MemviewEnum_type); + Py_CLEAR(clear_module_state->__pyx_type___pyx_MemviewEnum); + Py_CLEAR(clear_module_state->__pyx_memoryview_type); + Py_CLEAR(clear_module_state->__pyx_type___pyx_memoryview); + Py_CLEAR(clear_module_state->__pyx_memoryviewslice_type); + Py_CLEAR(clear_module_state->__pyx_type___pyx_memoryviewslice); + for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_slice[i]); } + for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_tuple[i]); } + for (int i=0; i<1; ++i) { Py_CLEAR(clear_module_state->__pyx_codeobj_tab[i]); } + for (int i=0; i<120; ++i) { Py_CLEAR(clear_module_state->__pyx_string_tab[i]); } + for (int i=0; i<4; ++i) { Py_CLEAR(clear_module_state->__pyx_number_tab[i]); } +/* #### Code section: module_state_clear_contents ### */ +/* CommonTypesMetaclass.module_state_clear */ +Py_CLEAR(clear_module_state->__pyx_CommonTypesMetaclassType); + +/* CythonFunctionShared.module_state_clear */ +Py_CLEAR(clear_module_state->__pyx_CyFunctionType); + +/* #### Code section: module_state_clear_end ### */ +return 0; +} +#endif +/* #### Code section: module_state_traverse ### */ +#if CYTHON_USE_MODULE_STATE +static CYTHON_SMALL_CODE int __pyx_m_traverse(PyObject *m, visitproc visit, void *arg) { + __pyx_mstatetype *traverse_module_state = __Pyx_PyModule_GetState(m); + if (!traverse_module_state) return 0; + Py_VISIT(traverse_module_state->__pyx_d); + 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"View.MemoryView":362 + * PyObject_GetBuffer(obj, &self.view, flags) + * if self.view.obj == NULL: + * (<__pyx_buffer *> &self.view).obj = Py_None # <<<<<<<<<<<<<< + * Py_INCREF(Py_None) + * +*/ + ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None; + + /* "View.MemoryView":363 + * if self.view.obj == NULL: + * (<__pyx_buffer *> &self.view).obj = Py_None + * Py_INCREF(Py_None) # <<<<<<<<<<<<<< + * + * if not __PYX_CYTHON_ATOMICS_ENABLED(): +*/ + Py_INCREF(Py_None); + + /* "View.MemoryView":361 + * if type(self) is memoryview or obj is not None: + * PyObject_GetBuffer(obj, &self.view, flags) + * if self.view.obj == NULL: # <<<<<<<<<<<<<< + * (<__pyx_buffer *> &self.view).obj = Py_None + * Py_INCREF(Py_None) +*/ + } + + /* "View.MemoryView":359 + * self.obj = obj + * self.flags = flags + * if type(self) is memoryview or obj is not None: # <<<<<<<<<<<<<< + * PyObject_GetBuffer(obj, &self.view, flags) + * if self.view.obj == NULL: +*/ + } + + /* "View.MemoryView":365 + * Py_INCREF(Py_None) 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(!__PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()); + __pyx_t_1 = __pyx_t_2; + __pyx_L9_bool_binop_done:; + + /* "View.MemoryView":367 + * if not __PYX_CYTHON_ATOMICS_ENABLED(): + * global __pyx_memoryview_thread_locks_used + * if (__pyx_memoryview_thread_locks_used < 8 and # <<<<<<<<<<<<<< + * + * not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()): +*/ + if (__pyx_t_1) { + + /* "View.MemoryView":370 + * + * not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()): + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] # <<<<<<<<<<<<<< + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: +*/ + __pyx_v_self->lock = (__pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used]); + + /* "View.MemoryView":371 + * not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()): + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 # <<<<<<<<<<<<<< + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() +*/ + __pyx_memoryview_thread_locks_used = (__pyx_memoryview_thread_locks_used + 1); + + /* "View.MemoryView":367 + * if not __PYX_CYTHON_ATOMICS_ENABLED(): + * global __pyx_memoryview_thread_locks_used + * if (__pyx_memoryview_thread_locks_used < 8 and # <<<<<<<<<<<<<< + * + * not __PYX_GET_CYTHON_COMPILING_IN_CPYTHON_FREETHREADING()): +*/ + } + + /* "View.MemoryView":372 + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: # <<<<<<<<<<<<<< + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: +*/ + __pyx_t_1 = (__pyx_v_self->lock == NULL); + if (__pyx_t_1) { + + /* "View.MemoryView":373 + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() # <<<<<<<<<<<<<< + * if self.lock is NULL: + * raise MemoryError +*/ + __pyx_v_self->lock = PyThread_allocate_lock(); + + /* "View.MemoryView":374 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: # <<<<<<<<<<<<<< + * raise MemoryError + * +*/ + __pyx_t_1 = (__pyx_v_self->lock == NULL); + if (unlikely(__pyx_t_1)) { + + /* "View.MemoryView":375 + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: + * raise MemoryError # <<<<<<<<<<<<<< + * + * if flags & PyBUF_FORMAT: +*/ + PyErr_NoMemory(); __PYX_ERR(1, 375, __pyx_L1_error) + + /* "View.MemoryView":374 + * if self.lock is NULL: + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: # <<<<<<<<<<<<<< + * raise MemoryError + * +*/ + } + + /* "View.MemoryView":372 + * self.lock = __pyx_memoryview_thread_locks[__pyx_memoryview_thread_locks_used] + * __pyx_memoryview_thread_locks_used += 1 + * if self.lock is NULL: # <<<<<<<<<<<<<< + * self.lock = PyThread_allocate_lock() + * if self.lock is NULL: +*/ + } + + /* "View.MemoryView":365 + * Py_INCREF(Py_None) + * + * if not __PYX_CYTHON_ATOMICS_ENABLED(): # <<<<<<<<<<<<<< + * global __pyx_memoryview_thread_locks_used + * if (__pyx_memoryview_thread_locks_used < 8 and +*/ + } + + /* "View.MemoryView":377 + * raise MemoryError + * + * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + * else: +*/ + __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0); + if (__pyx_t_1) { + + /* "View.MemoryView":378 + * + * if flags & PyBUF_FORMAT: + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') # <<<<<<<<<<<<<< + * else: + * self.dtype_is_object = dtype_is_object +*/ + __pyx_t_2 = ((__pyx_v_self->view.format[0]) == 'O'); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L14_bool_binop_done; + } + __pyx_t_2 = ((__pyx_v_self->view.format[1]) == '\x00'); + __pyx_t_1 = __pyx_t_2; + __pyx_L14_bool_binop_done:; + __pyx_v_self->dtype_is_object = __pyx_t_1; + + /* "View.MemoryView":377 + * raise MemoryError + * + * if flags & PyBUF_FORMAT: # <<<<<<<<<<<<<< + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + * else: +*/ + goto __pyx_L13; + } + + /* "View.MemoryView":380 + * self.dtype_is_object = (self.view.format[0] == b'O' and self.view.format[1] == b'\0') + * else: + * self.dtype_is_object = dtype_is_object # <<<<<<<<<<<<<< + * + * with cython.cdivision(True): +*/ + /*else*/ { + __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object; + } + __pyx_L13:; + + /* "View.MemoryView":383 + * + * with cython.cdivision(True): + * assert (&self.acquisition_count) % sizeof(__pyx_atomic_int_type) == 0 # <<<<<<<<<<<<<< + * self.typeinfo = NULL + * +*/ + #ifndef CYTHON_WITHOUT_ASSERTIONS + if (unlikely(__pyx_assertions_enabled())) { + __pyx_t_1 = ((((Py_intptr_t)(&__pyx_v_self->acquisition_count)) % (sizeof(__pyx_atomic_int_type))) == 0); + if (unlikely(!__pyx_t_1)) { + __Pyx_Raise(((PyObject *)(((PyTypeObject*)PyExc_AssertionError))), 0, 0, 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None: # <<<<<<<<<<<<<< + * PyBuffer_Release(&self.view) + * elif (<__pyx_buffer *> &self.view).obj == Py_None: +*/ + __pyx_t_1 = (__pyx_v_self->obj != Py_None); + if (__pyx_t_1) { + + /* "View.MemoryView":388 + * def __dealloc__(memoryview self): + * if self.obj is not None: + * PyBuffer_Release(&self.view) # <<<<<<<<<<<<<< + * elif (<__pyx_buffer *> &self.view).obj == Py_None: + * +*/ + PyBuffer_Release((&__pyx_v_self->view)); + + /* "View.MemoryView":387 + * + * def __dealloc__(memoryview self): + * if self.obj is not None: # <<<<<<<<<<<<<< + * PyBuffer_Release(&self.view) + * elif (<__pyx_buffer *> &self.view).obj == Py_None: +*/ + goto __pyx_L3; + } + + /* "View.MemoryView":389 + * if self.obj is not None: + * PyBuffer_Release(&self.view) + * elif (<__pyx_buffer *> &self.view).obj == Py_None: # <<<<<<<<<<<<<< + * + * (<__pyx_buffer *> &self.view).obj = NULL +*/ + __pyx_t_1 = (((Py_buffer *)(&__pyx_v_self->view))->obj == Py_None); + if (__pyx_t_1) { + + /* "View.MemoryView":391 + * 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+ if (__pyx_t_2) { + + /* "View.MemoryView":1034 + * for i in range(ndim): + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] # <<<<<<<<<<<<<< + * break + * +*/ + __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1035 + * if mslice.shape[i] > 1: + * f_stride = mslice.strides[i] + * break # <<<<<<<<<<<<<< + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): +*/ + goto __pyx_L7_break; + + /* "View.MemoryView":1033 + * + * for i in range(ndim): + * if mslice.shape[i] > 1: # <<<<<<<<<<<<<< + * f_stride = mslice.strides[i] + * break +*/ + } + } + __pyx_L7_break:; + + /* "View.MemoryView":1037 + * break + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): # <<<<<<<<<<<<<< + * return 'C' + * else: +*/ + __pyx_t_2 = (abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)); + if (__pyx_t_2) { + + /* "View.MemoryView":1038 + * + * if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride): + * return 'C' # <<<<<<<<<<<<<< + * else: + * return 'F' +*/ + __pyx_r = 'C'; 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+ + /* "View.MemoryView":1053 + * cdef Py_ssize_t dst_extent = dst_shape[0] + * cdef Py_ssize_t src_stride = src_strides[0] + * cdef Py_ssize_t dst_stride = dst_strides[0] # <<<<<<<<<<<<<< + * + * if ndim == 1: +*/ + __pyx_v_dst_stride = (__pyx_v_dst_strides[0]); + + /* "View.MemoryView":1055 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): +*/ + __pyx_t_1 = (__pyx_v_ndim == 1); + if (__pyx_t_1) { + + /* "View.MemoryView":1056 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) +*/ + __pyx_t_2 = (__pyx_v_src_stride > 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + __pyx_t_2 = (__pyx_v_dst_stride > 0); + if (__pyx_t_2) { + } else { + __pyx_t_1 = __pyx_t_2; + goto __pyx_L5_bool_binop_done; + } + + /* "View.MemoryView":1057 + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: +*/ + __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize); + if (__pyx_t_2) { + __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride)); + } + __pyx_t_1 = __pyx_t_2; + __pyx_L5_bool_binop_done:; + + /* "View.MemoryView":1056 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) +*/ + if (__pyx_t_1) { + + /* "View.MemoryView":1058 + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): +*/ + (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent))); + + /* "View.MemoryView":1056 + * + * if ndim == 1: + * if (src_stride > 0 and dst_stride > 0 and # <<<<<<<<<<<<<< + * src_stride == itemsize == dst_stride): + * memcpy(dst_data, src_data, itemsize * dst_extent) +*/ + goto __pyx_L4; + } + + /* "View.MemoryView":1060 + * memcpy(dst_data, src_data, itemsize * dst_extent) + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride +*/ + /*else*/ { + __pyx_t_3 = __pyx_v_dst_extent; + __pyx_t_4 = __pyx_t_3; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1061 + * else: + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) # <<<<<<<<<<<<<< + * src_data += src_stride + * dst_data += dst_stride +*/ + (void)(memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize)); + + /* "View.MemoryView":1062 + * for i in range(dst_extent): + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * else: +*/ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1063 + * memcpy(dst_data, src_data, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * else: + * for i in range(dst_extent): +*/ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L4:; + + /* "View.MemoryView":1055 + * cdef Py_ssize_t dst_stride = dst_strides[0] + * + * if ndim == 1: # <<<<<<<<<<<<<< + * if (src_stride > 0 and dst_stride > 0 and + * src_stride == itemsize == dst_stride): +*/ + goto __pyx_L3; + } + + /* "View.MemoryView":1065 + * dst_data += dst_stride + * else: + * for i in range(dst_extent): # <<<<<<<<<<<<<< + * _copy_strided_to_strided(src_data, src_strides + 1, + * dst_data, dst_strides + 1, +*/ + /*else*/ { + __pyx_t_3 = __pyx_v_dst_extent; + __pyx_t_4 = __pyx_t_3; + for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) { + __pyx_v_i = __pyx_t_5; + + /* "View.MemoryView":1066 + * else: + * for i in range(dst_extent): + * _copy_strided_to_strided(src_data, src_strides + 1, # <<<<<<<<<<<<<< + * dst_data, dst_strides + 1, + * src_shape + 1, dst_shape + 1, +*/ + _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize); + + /* "View.MemoryView":1070 + * src_shape + 1, dst_shape + 1, + * ndim - 1, itemsize) + * src_data += src_stride # <<<<<<<<<<<<<< + * dst_data += dst_stride + * +*/ + __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride); + + /* "View.MemoryView":1071 + * ndim - 1, itemsize) + * src_data += src_stride + * dst_data += dst_stride # <<<<<<<<<<<<<< + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, +*/ + __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride); + } + } + __pyx_L3:; + + /* "View.MemoryView":1042 + * return 'F' + * + * @cython.cdivision(True) # <<<<<<<<<<<<<< + * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides, + * char *dst_data, Py_ssize_t *dst_strides, +*/ + + /* function exit code */ +} + +/* "View.MemoryView":1073 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) noexcept nogil: +*/ + +static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) { + + /* "View.MemoryView":1076 + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) noexcept nogil: + * _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides, # <<<<<<<<<<<<<< + * src.shape, dst.shape, ndim, itemsize) + * +*/ + _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1073 + * dst_data += dst_stride + * + * cdef void copy_strided_to_strided(__Pyx_memviewslice *src, # <<<<<<<<<<<<<< + * __Pyx_memviewslice *dst, + * int ndim, size_t itemsize) noexcept nogil: +*/ + + /* function exit code */ +} + +/* "View.MemoryView":1079 + * src.shape, dst.shape, ndim, itemsize) + * + * @cname('__pyx_memoryview_slice_get_size') # <<<<<<<<<<<<<< + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: + * "Return the size of the memory occupied by the slice in number of bytes" +*/ + +static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) { + Py_ssize_t __pyx_v_shape; + Py_ssize_t __pyx_v_size; + Py_ssize_t __pyx_r; + Py_ssize_t __pyx_t_1; + Py_ssize_t *__pyx_t_2; + Py_ssize_t *__pyx_t_3; + Py_ssize_t *__pyx_t_4; + + /* "View.MemoryView":1082 + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: + * "Return the size of the memory occupied by the slice in number of bytes" + * cdef Py_ssize_t shape, size = src.memview.view.itemsize # <<<<<<<<<<<<<< + * + * for shape in src.shape[:ndim]: +*/ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_size = __pyx_t_1; + + /* "View.MemoryView":1084 + * cdef Py_ssize_t shape, size = src.memview.view.itemsize + * + * for shape in src.shape[:ndim]: # <<<<<<<<<<<<<< + * size *= shape + * +*/ + __pyx_t_3 = (__pyx_v_src->shape + __pyx_v_ndim); + for (__pyx_t_4 = __pyx_v_src->shape; __pyx_t_4 < __pyx_t_3; __pyx_t_4++) { + __pyx_t_2 = __pyx_t_4; + __pyx_v_shape = (__pyx_t_2[0]); + + /* "View.MemoryView":1085 + * + * for shape in src.shape[:ndim]: + * size *= shape # <<<<<<<<<<<<<< + * + * return size +*/ + __pyx_v_size = (__pyx_v_size * __pyx_v_shape); + } + + /* "View.MemoryView":1087 + * size *= shape + * + * return size # <<<<<<<<<<<<<< + * + * @cname('__pyx_fill_contig_strides_array') +*/ + __pyx_r = __pyx_v_size; + goto __pyx_L0; + + /* "View.MemoryView":1079 + * src.shape, dst.shape, ndim, itemsize) + * + * @cname('__pyx_memoryview_slice_get_size') # <<<<<<<<<<<<<< + * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) noexcept nogil: + * "Return the size of the memory occupied by the slice in number of bytes" +*/ + + /* function exit code */ + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1089 + * return size + * + * @cname('__pyx_fill_contig_strides_array') # <<<<<<<<<<<<<< + * cdef Py_ssize_t fill_contig_strides_array( + * Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride, +*/ + +static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) { + int __pyx_v_idx; + Py_ssize_t __pyx_r; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + + /* "View.MemoryView":1099 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride +*/ + __pyx_t_1 = (__pyx_v_order == 'F'); + if (__pyx_t_1) { + + /* "View.MemoryView":1100 + * + * if order == 'F': + * for idx in range(ndim): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride *= shape[idx] +*/ + __pyx_t_2 = __pyx_v_ndim; + __pyx_t_3 = __pyx_t_2; + for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) { + __pyx_v_idx = __pyx_t_4; + + /* "View.MemoryView":1101 + * if order == 'F': + * for idx in range(ndim): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride *= shape[idx] + * else: +*/ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; + + /* "View.MemoryView":1102 + * for idx in range(ndim): + * strides[idx] = stride + * stride *= shape[idx] # <<<<<<<<<<<<<< + * else: + * for idx in range(ndim - 1, -1, -1): +*/ + __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx])); + } + + /* "View.MemoryView":1099 + * cdef int idx + * + * if order == 'F': # <<<<<<<<<<<<<< + * for idx in range(ndim): + * strides[idx] = stride +*/ + goto __pyx_L3; + } + + /* "View.MemoryView":1104 + * stride *= shape[idx] + * else: + * for idx in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * strides[idx] = stride + * stride *= shape[idx] +*/ + /*else*/ { + for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) { + __pyx_v_idx = __pyx_t_2; + + /* "View.MemoryView":1105 + * else: + * for idx in range(ndim - 1, -1, -1): + * strides[idx] = stride # <<<<<<<<<<<<<< + * stride *= shape[idx] + * +*/ + (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride; 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+ void *__pyx_v_result; + size_t __pyx_v_itemsize; + size_t __pyx_v_size; + void *__pyx_r; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + struct __pyx_memoryview_obj *__pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + PyGILState_STATE __pyx_gilstate_save; + + /* "View.MemoryView":1122 + * cdef void *result + * + * cdef size_t itemsize = src.memview.view.itemsize # <<<<<<<<<<<<<< + * cdef size_t size = slice_get_size(src, ndim) + * +*/ + __pyx_t_1 = __pyx_v_src->memview->view.itemsize; + __pyx_v_itemsize = __pyx_t_1; + + /* "View.MemoryView":1123 + * + * cdef size_t itemsize = src.memview.view.itemsize + * cdef size_t size = slice_get_size(src, ndim) # <<<<<<<<<<<<<< + * + * result = malloc(size) +*/ + __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim); + + /* "View.MemoryView":1125 + * cdef size_t size = slice_get_size(src, ndim) + * + * result = malloc(size) # <<<<<<<<<<<<<< + * if not result: + * _err_no_memory() +*/ + __pyx_v_result = malloc(__pyx_v_size); 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+ if (__pyx_t_2) { + + /* "View.MemoryView":1207 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * +*/ + __pyx_t_2 = (!__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim)); + if (__pyx_t_2) { + + /* "View.MemoryView":1208 + * + * if not slice_is_contig(src, order, ndim): + * order = get_best_order(&dst, ndim) # <<<<<<<<<<<<<< + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) +*/ + __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim); + + /* "View.MemoryView":1207 + * if slices_overlap(&src, &dst, ndim, itemsize): + * + * if not slice_is_contig(src, order, ndim): # <<<<<<<<<<<<<< + * order = get_best_order(&dst, ndim) + * +*/ + } + + /* "View.MemoryView":1210 + * order = get_best_order(&dst, ndim) + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) # <<<<<<<<<<<<<< + * src = tmp + * +*/ + __pyx_t_7 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_7 == ((void *)NULL))) __PYX_ERR(1, 1210, __pyx_L1_error) + __pyx_v_tmpdata = __pyx_t_7; + + /* "View.MemoryView":1211 + * + * tmpdata = copy_data_to_temp(&src, &tmp, order, ndim) + * src = tmp # <<<<<<<<<<<<<< + * + * if not broadcasting: +*/ + __pyx_v_src = __pyx_v_tmp; + + /* "View.MemoryView":1205 + * _err_dim(PyExc_ValueError, "Dimension %d is not direct", i) + * + * if slices_overlap(&src, &dst, ndim, itemsize): # <<<<<<<<<<<<<< + * + * if not slice_is_contig(src, order, ndim): +*/ + } + + /* "View.MemoryView":1213 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * +*/ + __pyx_t_2 = (!__pyx_v_broadcasting); + if (__pyx_t_2) { + + /* "View.MemoryView":1216 + * + * + * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): +*/ + __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim); + if (__pyx_t_2) { + + /* "View.MemoryView":1217 + * + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) # <<<<<<<<<<<<<< + * elif slice_is_contig(src, 'F', ndim): + * direct_copy = slice_is_contig(dst, 'F', ndim) +*/ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim); + + /* "View.MemoryView":1216 + * + * + * if slice_is_contig(src, 'C', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): +*/ + goto __pyx_L12; + } + + /* "View.MemoryView":1218 + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'F', ndim) + * +*/ + __pyx_t_2 = __pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim); + if (__pyx_t_2) { + + /* "View.MemoryView":1219 + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): + * direct_copy = slice_is_contig(dst, 'F', ndim) # <<<<<<<<<<<<<< + * + * if direct_copy: +*/ + __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim); + + /* "View.MemoryView":1218 + * if slice_is_contig(src, 'C', ndim): + * direct_copy = slice_is_contig(dst, 'C', ndim) + * elif slice_is_contig(src, 'F', ndim): # <<<<<<<<<<<<<< + * direct_copy = slice_is_contig(dst, 'F', ndim) + * +*/ + } + __pyx_L12:; + + /* "View.MemoryView":1221 + * direct_copy = slice_is_contig(dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) +*/ + if (__pyx_v_direct_copy) { + + /* "View.MemoryView":1223 + * if direct_copy: + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) +*/ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1224 + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) + * free(tmpdata) +*/ + (void)(memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim))); + + /* "View.MemoryView":1225 + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) # <<<<<<<<<<<<<< + * free(tmpdata) + * return 0 +*/ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1226 + * memcpy(dst.data, src.data, slice_get_size(&src, ndim)) + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * +*/ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1227 + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * if order == 'F' == get_best_order(&dst, ndim): +*/ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1221 + * direct_copy = slice_is_contig(dst, 'F', ndim) + * + * if direct_copy: # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) +*/ + } + + /* "View.MemoryView":1213 + * src = tmp + * + * if not broadcasting: # <<<<<<<<<<<<<< + * + * +*/ + } + + /* "View.MemoryView":1229 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * +*/ + __pyx_t_2 = (__pyx_v_order == 'F'); + if (__pyx_t_2) { + __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim)); + } + if (__pyx_t_2) { + + /* "View.MemoryView":1232 + * + * + * transpose_memslice(&src) # <<<<<<<<<<<<<< + * transpose_memslice(&dst) + * +*/ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1232, __pyx_L1_error) + + /* "View.MemoryView":1233 + * + * transpose_memslice(&src) + * transpose_memslice(&dst) # <<<<<<<<<<<<<< + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) +*/ + __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == ((int)-1))) __PYX_ERR(1, 1233, __pyx_L1_error) + + /* "View.MemoryView":1229 + * return 0 + * + * if order == 'F' == get_best_order(&dst, ndim): # <<<<<<<<<<<<<< + * + * +*/ + } + + /* "View.MemoryView":1235 + * transpose_memslice(&dst) + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) +*/ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0); + + /* "View.MemoryView":1236 + * + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) # <<<<<<<<<<<<<< + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) + * +*/ + copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize); + + /* "View.MemoryView":1237 + * refcount_copying(&dst, dtype_is_object, ndim, inc=False) + * copy_strided_to_strided(&src, &dst, ndim, itemsize) + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) # <<<<<<<<<<<<<< + * + * free(tmpdata) +*/ + __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1); + + /* "View.MemoryView":1239 + * refcount_copying(&dst, dtype_is_object, ndim, inc=True) + * + * free(tmpdata) # <<<<<<<<<<<<<< + * return 0 + * +*/ + free(__pyx_v_tmpdata); + + /* "View.MemoryView":1240 + * + * free(tmpdata) + * return 0 # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_broadcast_leading') +*/ + __pyx_r = 0; + goto __pyx_L0; + + /* "View.MemoryView":1170 + * + * + * @cname('__pyx_memoryview_copy_contents') # <<<<<<<<<<<<<< + * cdef int memoryview_copy_contents(__Pyx_memviewslice src, + * __Pyx_memviewslice dst, +*/ + + /* function exit code */ + __pyx_L1_error:; + __pyx_gilstate_save = __Pyx_PyGILState_Ensure(); + __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = -1; + __Pyx_PyGILState_Release(__pyx_gilstate_save); + __pyx_L0:; + return __pyx_r; +} + +/* "View.MemoryView":1242 + * return 0 + * + * @cname('__pyx_memoryview_broadcast_leading') # <<<<<<<<<<<<<< + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, + * int ndim, +*/ + +static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) { + int __pyx_v_i; + int __pyx_v_offset; + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + + /* "View.MemoryView":1247 + * int ndim_other) noexcept nogil: + * cdef int i + * cdef int offset = ndim_other - ndim # <<<<<<<<<<<<<< + * + * for i in range(ndim - 1, -1, -1): +*/ + __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim); + + /* "View.MemoryView":1249 + * cdef int offset = ndim_other - ndim + * + * for i in range(ndim - 1, -1, -1): # <<<<<<<<<<<<<< + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] +*/ + for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) { + __pyx_v_i = __pyx_t_1; + + /* "View.MemoryView":1250 + * + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] # <<<<<<<<<<<<<< + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] +*/ + (__pyx_v_mslice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->shape[__pyx_v_i]); + + /* "View.MemoryView":1251 + * for i in range(ndim - 1, -1, -1): + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] # <<<<<<<<<<<<<< + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * +*/ + (__pyx_v_mslice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->strides[__pyx_v_i]); + + /* "View.MemoryView":1252 + * mslice.shape[i + offset] = mslice.shape[i] + * mslice.strides[i + offset] = mslice.strides[i] + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] # <<<<<<<<<<<<<< + * + * for i in range(offset): +*/ + (__pyx_v_mslice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_mslice->suboffsets[__pyx_v_i]); + } + + /* "View.MemoryView":1254 + * mslice.suboffsets[i + offset] = mslice.suboffsets[i] + * + * for i in range(offset): # <<<<<<<<<<<<<< + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] +*/ + __pyx_t_1 = __pyx_v_offset; + __pyx_t_2 = __pyx_t_1; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1255 + * + * for i in range(offset): + * mslice.shape[i] = 1 # <<<<<<<<<<<<<< + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 +*/ + (__pyx_v_mslice->shape[__pyx_v_i]) = 1; + + /* "View.MemoryView":1256 + * for i in range(offset): + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] # <<<<<<<<<<<<<< + * mslice.suboffsets[i] = -1 + * +*/ + (__pyx_v_mslice->strides[__pyx_v_i]) = (__pyx_v_mslice->strides[0]); + + /* "View.MemoryView":1257 + * mslice.shape[i] = 1 + * mslice.strides[i] = mslice.strides[0] + * mslice.suboffsets[i] = -1 # <<<<<<<<<<<<<< + * + * +*/ + (__pyx_v_mslice->suboffsets[__pyx_v_i]) = -1L; + } + + /* "View.MemoryView":1242 + * return 0 + * + * @cname('__pyx_memoryview_broadcast_leading') # <<<<<<<<<<<<<< + * cdef void broadcast_leading(__Pyx_memviewslice *mslice, + * int ndim, +*/ + + /* function exit code */ +} + +/* "View.MemoryView":1264 + * + * + * @cname('__pyx_memoryview_refcount_copying') # <<<<<<<<<<<<<< + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: + * +*/ + +static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) { + + /* "View.MemoryView":1267 + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: + * + * if dtype_is_object: # <<<<<<<<<<<<<< + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) + * +*/ + if (__pyx_v_dtype_is_object) { + + /* "View.MemoryView":1268 + * + * if dtype_is_object: + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') +*/ + __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc); + + /* "View.MemoryView":1267 + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: + * + * if dtype_is_object: # <<<<<<<<<<<<<< + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) + * +*/ + } + + /* "View.MemoryView":1264 + * + * + * @cname('__pyx_memoryview_refcount_copying') # <<<<<<<<<<<<<< + * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object, int ndim, bint inc) noexcept nogil: + * +*/ + + /* function exit code */ +} + +/* "View.MemoryView":1270 + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) + * + * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') # <<<<<<<<<<<<<< + * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, + * Py_ssize_t *strides, int ndim, +*/ + +static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) { + PyGILState_STATE __pyx_gilstate_save = __Pyx_PyGILState_Ensure(); + + /* "View.MemoryView":1274 + * Py_ssize_t *strides, int ndim, + * bint inc) noexcept with gil: + * refcount_objects_in_slice(data, shape, strides, ndim, inc) # <<<<<<<<<<<<<< + * + * @cname('__pyx_memoryview_refcount_objects_in_slice') +*/ + __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc); + + /* "View.MemoryView":1270 + * refcount_objects_in_slice_with_gil(dst.data, dst.shape, dst.strides, ndim, inc) + * + * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil') # <<<<<<<<<<<<<< + * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape, + * Py_ssize_t *strides, int ndim, +*/ + + /* function exit code */ + __Pyx_PyGILState_Release(__pyx_gilstate_save); +} + +/* "View.MemoryView":1276 + * refcount_objects_in_slice(data, shape, strides, ndim, inc) + * + * @cname('__pyx_memoryview_refcount_objects_in_slice') # <<<<<<<<<<<<<< + * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, + * Py_ssize_t *strides, int ndim, bint inc) noexcept: +*/ + +static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) { + CYTHON_UNUSED Py_ssize_t __pyx_v_i; + Py_ssize_t __pyx_v_stride; + Py_ssize_t __pyx_t_1; + Py_ssize_t __pyx_t_2; + Py_ssize_t __pyx_t_3; + int __pyx_t_4; + + /* "View.MemoryView":1280 + * Py_ssize_t *strides, int ndim, bint inc) noexcept: + * cdef Py_ssize_t i + * cdef Py_ssize_t stride = strides[0] # <<<<<<<<<<<<<< + * + * for i in range(shape[0]): +*/ + __pyx_v_stride = (__pyx_v_strides[0]); + + /* "View.MemoryView":1282 + * cdef Py_ssize_t stride = strides[0] + * + * for i in range(shape[0]): # <<<<<<<<<<<<<< + * if ndim == 1: + * if inc: +*/ + __pyx_t_1 = (__pyx_v_shape[0]); + __pyx_t_2 = __pyx_t_1; + for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) { + __pyx_v_i = __pyx_t_3; + + /* "View.MemoryView":1283 + * + * for i in range(shape[0]): + * if ndim == 1: # <<<<<<<<<<<<<< + * if inc: + * Py_INCREF(( data)[0]) +*/ + __pyx_t_4 = (__pyx_v_ndim == 1); + if (__pyx_t_4) { + + /* "View.MemoryView":1284 + * for i in range(shape[0]): + * if ndim == 1: + * if inc: # <<<<<<<<<<<<<< + * Py_INCREF(( data)[0]) + * else: +*/ + if (__pyx_v_inc) { + + /* "View.MemoryView":1285 + * if ndim == 1: + * if inc: + * Py_INCREF(( data)[0]) # <<<<<<<<<<<<<< + * else: + * Py_DECREF(( data)[0]) +*/ + Py_INCREF((((PyObject **)__pyx_v_data)[0])); + + /* "View.MemoryView":1284 + * for i in range(shape[0]): + * if ndim == 1: + * if inc: # <<<<<<<<<<<<<< + * Py_INCREF(( data)[0]) + * else: +*/ + goto __pyx_L6; + } + + /* "View.MemoryView":1287 + * Py_INCREF(( data)[0]) + * else: + * Py_DECREF(( data)[0]) # <<<<<<<<<<<<<< + * else: + * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) +*/ + /*else*/ { + Py_DECREF((((PyObject **)__pyx_v_data)[0])); + } + __pyx_L6:; + + /* "View.MemoryView":1283 + * + * for i in range(shape[0]): + * if ndim == 1: # <<<<<<<<<<<<<< + * if inc: + * Py_INCREF(( data)[0]) +*/ + goto __pyx_L5; + } + + /* "View.MemoryView":1289 + * Py_DECREF(( data)[0]) + * else: + * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) # <<<<<<<<<<<<<< + * + * data += stride +*/ + /*else*/ { + __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc); + } + __pyx_L5:; + + /* "View.MemoryView":1291 + * refcount_objects_in_slice(data, shape + 1, strides + 1, ndim - 1, inc) + * + * data += stride # <<<<<<<<<<<<<< + * + * +*/ + __pyx_v_data = (__pyx_v_data + __pyx_v_stride); + } + + /* "View.MemoryView":1276 + * refcount_objects_in_slice(data, shape, strides, ndim, inc) + * + * @cname('__pyx_memoryview_refcount_objects_in_slice') # <<<<<<<<<<<<<< + * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape, + * Py_ssize_t *strides, int ndim, bint inc) noexcept: +*/ + + /* function exit code */ +} + +/* "View.MemoryView":1296 + * + * + * @cname('__pyx_memoryview_slice_assign_scalar') # <<<<<<<<<<<<<< + * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim, + * size_t itemsize, void *item, +*/ + +static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) { + + /* "View.MemoryView":1300 + * size_t itemsize, void *item, + * bint dtype_is_object) noexcept nogil: + * refcount_copying(dst, dtype_is_object, ndim, inc=False) # <<<<<<<<<<<<<< + * _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim, itemsize, item) + * refcount_copying(dst, dtype_is_object, ndim, inc=True) +*/ + __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0); 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+ #endif +} + +static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; + { + e = __Pyx_call_type_traverse(o, 1, v, a); + if (e) return e; + } + if (p->name) { + e = (*v)(p->name, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_Enum(PyObject *o) { + PyObject* tmp; + struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o; + tmp = ((PyObject*)p->name); + p->name = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_Enum[] = { + {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_MemviewEnum_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {0, 0, 0, 0} +}; +#if CYTHON_USE_TYPE_SPECS +static PyType_Slot __pyx_type___pyx_MemviewEnum_slots[] = { + {Py_tp_dealloc, (void *)__pyx_tp_dealloc_Enum}, + {Py_tp_repr, (void *)__pyx_MemviewEnum___repr__}, + {Py_tp_traverse, (void *)__pyx_tp_traverse_Enum}, + {Py_tp_clear, (void *)__pyx_tp_clear_Enum}, + {Py_tp_methods, (void *)__pyx_methods_Enum}, + {Py_tp_init, (void *)__pyx_MemviewEnum___init__}, + {Py_tp_new, (void *)__pyx_tp_new_Enum}, + {0, 0}, +}; +static PyType_Spec __pyx_type___pyx_MemviewEnum_spec = { + "matcha.utils.monotonic_align.core.Enum", + sizeof(struct __pyx_MemviewEnum_obj), + 0, + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, + __pyx_type___pyx_MemviewEnum_slots, +}; +#else + +static PyTypeObject __pyx_type___pyx_MemviewEnum = { + PyVarObject_HEAD_INIT(0, 0) + "matcha.utils.monotonic_align.core.""Enum", /*tp_name*/ + sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_Enum, /*tp_dealloc*/ + 0, /*tp_vectorcall_offset*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + 0, /*tp_as_async*/ + __pyx_MemviewEnum___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_Enum, /*tp_traverse*/ + __pyx_tp_clear_Enum, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_Enum, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + #if !CYTHON_USE_TYPE_SPECS + 0, /*tp_dictoffset*/ + #endif + __pyx_MemviewEnum___init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_Enum, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if CYTHON_USE_TP_FINALIZE + 0, /*tp_finalize*/ + #else + NULL, /*tp_finalize*/ + #endif + #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800 + 0, /*tp_vectorcall*/ + #endif + #if __PYX_NEED_TP_PRINT_SLOT == 1 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030C0000 + 0, /*tp_watched*/ + #endif + #if PY_VERSION_HEX >= 0x030d00A4 + 0, /*tp_versions_used*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000 + 0, /*tp_pypy_flags*/ + #endif +}; +#endif +static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview; + +static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryview_obj *p; + PyObject *o; + o = __Pyx_AllocateExtensionType(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryview_obj *)o); + p->__pyx_vtab = __pyx_vtabptr_memoryview; + p->obj = Py_None; Py_INCREF(Py_None); + p->_size = Py_None; Py_INCREF(Py_None); + p->view.obj = NULL; + if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad; + return o; + bad: + Py_DECREF(o); o = 0; + return NULL; +} + +static void __pyx_tp_dealloc_memoryview(PyObject *o) { + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + #if CYTHON_USE_TP_FINALIZE + if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) { + if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc_memoryview) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + } + #endif + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + __Pyx_SET_REFCNT(o, Py_REFCNT(o) + 1); + __pyx_memoryview___dealloc__(o); + __Pyx_SET_REFCNT(o, Py_REFCNT(o) - 1); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->obj); + Py_CLEAR(p->_size); + PyTypeObject *tp = Py_TYPE(o); + #if CYTHON_USE_TYPE_SLOTS + (*tp->tp_free)(o); + #else + { + freefunc tp_free = (freefunc)PyType_GetSlot(tp, Py_tp_free); + if (tp_free) tp_free(o); + } + #endif + #if CYTHON_USE_TYPE_SPECS + Py_DECREF(tp); + #endif +} + +static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + { + e = __Pyx_call_type_traverse(o, 1, v, a); + if (e) return e; + } + if (p->obj) { + e = (*v)(p->obj, a); if (e) return e; + } + if (p->_size) { + e = (*v)(p->_size, a); if (e) return e; + } + if (p->view.obj) { + e = (*v)(p->view.obj, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_memoryview(PyObject *o) { + PyObject* tmp; + struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o; + tmp = ((PyObject*)p->obj); + p->obj = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->_size); + p->_size = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + Py_CLEAR(p->view.obj); + return 0; +} + +static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyLong_FromSsize_t(i); if(!x) return 0; + #if CYTHON_USE_TYPE_SLOTS || (!CYTHON_USE_TYPE_SPECS && __PYX_LIMITED_VERSION_HEX < 0x030A0000) + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + #else + r = ((binaryfunc)PyType_GetSlot(Py_TYPE(o), Py_mp_subscript))(o, x); + #endif + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_memoryview___setitem__(o, i, v); + } + else { + __Pyx_TypeName o_type_name; + o_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(o)); + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by " __Pyx_FMT_TYPENAME, o_type_name); + __Pyx_DECREF_TypeName(o_type_name); + return -1; + } +} + +static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o); +} + +static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o); +} + +static PyMethodDef __pyx_methods_memoryview[] = { + {"is_c_contig", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_c_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"is_f_contig", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_is_f_contig, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"copy", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"copy_fortran", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_memoryview_copy_fortran, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"__reduce_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_1__reduce_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {"__setstate_cython__", (PyCFunction)(void(*)(void))(__Pyx_PyCFunction_FastCallWithKeywords)__pyx_pw___pyx_memoryview_3__setstate_cython__, __Pyx_METH_FASTCALL|METH_KEYWORDS, 0}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_memoryview[] = { + {"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0}, + {"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0}, + {"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0}, + {"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0}, + {"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0}, + {"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0}, + {"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0}, + {"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0}, + {"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; +#if CYTHON_USE_TYPE_SPECS +#if !CYTHON_COMPILING_IN_LIMITED_API + +static PyBufferProcs __pyx_tp_as_buffer_memoryview = { + __pyx_memoryview_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; +#endif +static PyType_Slot __pyx_type___pyx_memoryview_slots[] = { + {Py_tp_dealloc, (void *)__pyx_tp_dealloc_memoryview}, + {Py_tp_repr, (void *)__pyx_memoryview___repr__}, + {Py_sq_length, (void *)__pyx_memoryview___len__}, + {Py_sq_item, (void *)__pyx_sq_item_memoryview}, + {Py_mp_length, (void *)__pyx_memoryview___len__}, + {Py_mp_subscript, (void *)__pyx_memoryview___getitem__}, + {Py_mp_ass_subscript, (void *)__pyx_mp_ass_subscript_memoryview}, + {Py_tp_str, (void *)__pyx_memoryview___str__}, + #if defined(Py_bf_getbuffer) + {Py_bf_getbuffer, (void *)__pyx_memoryview_getbuffer}, + #endif + {Py_tp_traverse, (void *)__pyx_tp_traverse_memoryview}, + {Py_tp_clear, (void *)__pyx_tp_clear_memoryview}, + {Py_tp_methods, (void *)__pyx_methods_memoryview}, + {Py_tp_getset, (void *)__pyx_getsets_memoryview}, + {Py_tp_new, (void *)__pyx_tp_new_memoryview}, + {0, 0}, +}; +static PyType_Spec __pyx_type___pyx_memoryview_spec = { + "matcha.utils.monotonic_align.core.memoryview", + sizeof(struct __pyx_memoryview_obj), + 0, + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, + __pyx_type___pyx_memoryview_slots, +}; +#else + +static PySequenceMethods __pyx_tp_as_sequence_memoryview = { + __pyx_memoryview___len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_memoryview, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_memoryview = { + __pyx_memoryview___len__, /*mp_length*/ + __pyx_memoryview___getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/ +}; + +static PyBufferProcs __pyx_tp_as_buffer_memoryview = { + __pyx_memoryview_getbuffer, /*bf_getbuffer*/ + 0, /*bf_releasebuffer*/ +}; + +static PyTypeObject __pyx_type___pyx_memoryview = { + PyVarObject_HEAD_INIT(0, 0) + "matcha.utils.monotonic_align.core.""memoryview", /*tp_name*/ + sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_memoryview, /*tp_dealloc*/ + 0, /*tp_vectorcall_offset*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + 0, /*tp_as_async*/ + __pyx_memoryview___repr__, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_memoryview___str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_memoryview, /*tp_traverse*/ + __pyx_tp_clear_memoryview, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_memoryview, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_memoryview, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + #if !CYTHON_USE_TYPE_SPECS + 0, /*tp_dictoffset*/ + #endif + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_memoryview, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + 0, /*tp_version_tag*/ + #if CYTHON_USE_TP_FINALIZE + 0, /*tp_finalize*/ + #else + NULL, /*tp_finalize*/ + #endif + #if !CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM >= 0x07030800 + 0, /*tp_vectorcall*/ + #endif + #if __PYX_NEED_TP_PRINT_SLOT == 1 + 0, /*tp_print*/ + #endif + #if PY_VERSION_HEX >= 0x030C0000 + 0, /*tp_watched*/ + #endif + #if PY_VERSION_HEX >= 0x030d00A4 + 0, /*tp_versions_used*/ + #endif + #if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX >= 0x03090000 && PY_VERSION_HEX < 0x030a0000 + 0, /*tp_pypy_flags*/ + #endif +}; +#endif +static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice; + +static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_memoryviewslice_obj *p; + PyObject *o = __pyx_tp_new_memoryview(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_memoryviewslice_obj *)o); + p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice; + p->from_object = Py_None; Py_INCREF(Py_None); + p->from_slice.memview = NULL; + return o; +} + +static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) { + struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o; + #if CYTHON_USE_TP_FINALIZE + if (unlikely(__Pyx_PyObject_GetSlot(o, tp_finalize, destructor)) && !__Pyx_PyObject_GC_IsFinalized(o)) { + if (__Pyx_PyObject_GetSlot(o, tp_dealloc, destructor) == __pyx_tp_dealloc__memoryviewslice) { + if (PyObject_CallFinalizerFromDealloc(o)) return; + } + } + #endif + PyObject_GC_UnTrack(o); 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+ /*--- Variable import code ---*/ + __Pyx_RefNannyFinishContext(); + return 0; +} + +static int __Pyx_modinit_function_import_code(__pyx_mstatetype *__pyx_mstate) { + __Pyx_RefNannyDeclarations + CYTHON_UNUSED_VAR(__pyx_mstate); + __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0); + /*--- Function import code ---*/ + __Pyx_RefNannyFinishContext(); + return 0; +} + +#if CYTHON_PEP489_MULTI_PHASE_INIT +static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ +static int __pyx_pymod_exec_core(PyObject* module); /*proto*/ +static PyModuleDef_Slot __pyx_moduledef_slots[] = { + {Py_mod_create, (void*)__pyx_pymod_create}, + {Py_mod_exec, (void*)__pyx_pymod_exec_core}, + #if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + {Py_mod_gil, __Pyx_FREETHREADING_COMPATIBLE}, + #endif + #if PY_VERSION_HEX >= 0x030C0000 && CYTHON_USE_MODULE_STATE + {Py_mod_multiple_interpreters, Py_MOD_MULTIPLE_INTERPRETERS_NOT_SUPPORTED}, + #endif + {0, NULL} +}; +#endif + +#ifdef __cplusplus +namespace { + struct PyModuleDef __pyx_moduledef = + #else + static struct PyModuleDef __pyx_moduledef = + #endif + { + PyModuleDef_HEAD_INIT, + "core", + 0, /* m_doc */ + #if CYTHON_USE_MODULE_STATE + sizeof(__pyx_mstatetype), /* m_size */ + #else + (CYTHON_PEP489_MULTI_PHASE_INIT) ? 0 : -1, /* m_size */ + #endif + __pyx_methods /* m_methods */, + #if CYTHON_PEP489_MULTI_PHASE_INIT + __pyx_moduledef_slots, /* m_slots */ + #else + NULL, /* m_reload */ + #endif + #if CYTHON_USE_MODULE_STATE + __pyx_m_traverse, /* m_traverse */ + __pyx_m_clear, /* m_clear */ + NULL /* m_free */ + #else + NULL, /* m_traverse */ + NULL, /* m_clear */ + NULL /* m_free */ + #endif + }; 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+ } + #else + Py_SET_REFCNT(table[i], _Py_IMMORTAL_INITIAL_REFCNT); + #endif + } + } + #endif + return 0; + __pyx_L1_error:; + return -1; +} +/* #### Code section: init_codeobjects ### */ +typedef struct { + unsigned int argcount : 3; + unsigned int num_posonly_args : 1; + unsigned int num_kwonly_args : 1; + unsigned int nlocals : 3; + unsigned int flags : 10; + unsigned int first_line : 6; +} __Pyx_PyCode_New_function_description; +/* NewCodeObj.proto */ +static PyObject* __Pyx_PyCode_New( + const __Pyx_PyCode_New_function_description descr, + PyObject * const *varnames, + PyObject *filename, + PyObject *funcname, + PyObject *line_table, + PyObject *tuple_dedup_map +); + + +static int __Pyx_CreateCodeObjects(__pyx_mstatetype *__pyx_mstate) { + PyObject* tuple_dedup_map = PyDict_New(); + if (unlikely(!tuple_dedup_map)) return -1; + { + const __Pyx_PyCode_New_function_description descr = {5, 0, 0, 5, (unsigned int)(CO_OPTIMIZED|CO_NEWLOCALS), 40}; + PyObject* const varnames[] = {__pyx_mstate->__pyx_n_u_paths, __pyx_mstate->__pyx_n_u_values, __pyx_mstate->__pyx_n_u_t_xs, __pyx_mstate->__pyx_n_u_t_ys, __pyx_mstate->__pyx_n_u_max_neg_val}; 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To disable this + * add the line + * numpy._import_array + */ + #ifdef NPY_FEATURE_VERSION + #ifndef NO_IMPORT_ARRAY + if (unlikely(_import_array() == -1)) { + PyErr_SetString(PyExc_ImportError, "numpy.core.multiarray failed to import " + "(auto-generated because you didn't call 'numpy.import_array()' after cimporting numpy; " + "use 'numpy._import_array' to disable if you are certain you don't need it)."); + } + #endif + #endif + + if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error) + + /* CommonTypesMetaclass.init */ + if (likely(__pyx_CommonTypesMetaclass_init(__pyx_m) == 0)); else + + if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error) + + /* CachedMethodType.init */ + #if CYTHON_COMPILING_IN_LIMITED_API + { + PyObject *typesModule=NULL; + typesModule = PyImport_ImportModule("types"); + if (typesModule) { + __pyx_mstate_global->__Pyx_CachedMethodType = PyObject_GetAttrString(typesModule, "MethodType"); + Py_DECREF(typesModule); + } + } // error handling follows + #endif + + if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error) + + /* CythonFunctionShared.init */ + if (likely(__pyx_CyFunction_init(__pyx_m) == 0)); else + + if (unlikely(PyErr_Occurred())) __PYX_ERR(0, 1, __pyx_L1_error) + + return 0; + __pyx_L1_error:; + return -1; +} +/* #### Code section: cleanup_globals ### */ +/* #### Code section: cleanup_module ### */ +/* #### Code section: main_method ### */ +/* #### Code section: utility_code_pragmas ### */ +#ifdef _MSC_VER +#pragma warning( push ) +/* Warning 4127: conditional expression is constant + * Cython uses constant conditional expressions to allow in inline functions to be optimized at + * compile-time, so this warning is not useful + */ +#pragma warning( disable : 4127 ) +#endif + + + +/* #### Code section: utility_code_def ### */ + +/* --- Runtime support code --- */ +/* Refnanny */ +#if CYTHON_REFNANNY +static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { + PyObject *m = NULL, *p = NULL; + void *r = NULL; + m = PyImport_ImportModule(modname); + if (!m) goto end; + p = PyObject_GetAttrString(m, "RefNannyAPI"); + if (!p) goto end; + r = PyLong_AsVoidPtr(p); +end: + Py_XDECREF(p); + Py_XDECREF(m); + return (__Pyx_RefNannyAPIStruct *)r; +} +#endif + +/* TupleAndListFromArray (used by fastcall) */ +#if !CYTHON_COMPILING_IN_CPYTHON && CYTHON_METH_FASTCALL +static CYTHON_INLINE PyObject * +__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n) +{ + PyObject *res; + Py_ssize_t i; + if (n <= 0) { + return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple); + } + res = PyTuple_New(n); + if (unlikely(res == NULL)) return NULL; + for (i = 0; i < n; i++) { + Py_INCREF(src[i]); + if (unlikely(__Pyx_PyTuple_SET_ITEM(res, i, src[i]) < (0))) { + Py_DECREF(res); + return NULL; + } + } + return res; +} +#elif CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE void __Pyx_copy_object_array(PyObject *const *CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) { + PyObject *v; + Py_ssize_t i; + for (i = 0; i < length; i++) { + v = dest[i] = src[i]; + Py_INCREF(v); + } +} +static CYTHON_INLINE PyObject * +__Pyx_PyTuple_FromArray(PyObject *const *src, Py_ssize_t n) +{ + PyObject *res; + if (n <= 0) { + return __Pyx_NewRef(__pyx_mstate_global->__pyx_empty_tuple); + } + res = PyTuple_New(n); + if (unlikely(res == NULL)) return NULL; + __Pyx_copy_object_array(src, ((PyTupleObject*)res)->ob_item, n); + return res; +} +static CYTHON_INLINE PyObject * +__Pyx_PyList_FromArray(PyObject *const *src, Py_ssize_t n) +{ + PyObject *res; + if (n <= 0) { + return PyList_New(0); + } + res = PyList_New(n); + if (unlikely(res == NULL)) return NULL; + __Pyx_copy_object_array(src, ((PyListObject*)res)->ob_item, n); + return res; +} +#endif + +/* BytesEquals (used by UnicodeEquals) */ +static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL ||\ + !(CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) + return PyObject_RichCompareBool(s1, s2, equals); +#else + if (s1 == s2) { + return (equals == Py_EQ); + } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) { + const char *ps1, *ps2; + Py_ssize_t length = PyBytes_GET_SIZE(s1); + if (length != PyBytes_GET_SIZE(s2)) + return (equals == Py_NE); + ps1 = PyBytes_AS_STRING(s1); + ps2 = PyBytes_AS_STRING(s2); + if (ps1[0] != ps2[0]) { + return (equals == Py_NE); + } else if (length == 1) { + return (equals == Py_EQ); + } else { + int result; +#if CYTHON_USE_UNICODE_INTERNALS && (PY_VERSION_HEX < 0x030B0000) + Py_hash_t hash1, hash2; + hash1 = ((PyBytesObject*)s1)->ob_shash; + hash2 = ((PyBytesObject*)s2)->ob_shash; + if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { + return (equals == Py_NE); + } +#endif + result = memcmp(ps1, ps2, (size_t)length); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) { + return (equals == Py_NE); + } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) { + return (equals == Py_NE); + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +#endif +} + +/* UnicodeEquals (used by fastcall) */ +static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) { +#if CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_GRAAL + return PyObject_RichCompareBool(s1, s2, equals); +#else + int s1_is_unicode, s2_is_unicode; + if (s1 == s2) { + goto return_eq; + } + s1_is_unicode = PyUnicode_CheckExact(s1); + s2_is_unicode = PyUnicode_CheckExact(s2); + if (s1_is_unicode & s2_is_unicode) { + Py_ssize_t length, length2; + int kind; + void *data1, *data2; + #if !CYTHON_COMPILING_IN_LIMITED_API + if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0)) + return -1; + #endif + length = __Pyx_PyUnicode_GET_LENGTH(s1); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(length < 0)) return -1; + #endif + length2 = __Pyx_PyUnicode_GET_LENGTH(s2); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(length2 < 0)) return -1; + #endif + if (length != length2) { + goto return_ne; + } +#if CYTHON_USE_UNICODE_INTERNALS + { + Py_hash_t hash1, hash2; + hash1 = ((PyASCIIObject*)s1)->hash; + hash2 = ((PyASCIIObject*)s2)->hash; + if (hash1 != hash2 && hash1 != -1 && hash2 != -1) { + goto return_ne; + } + } +#endif + kind = __Pyx_PyUnicode_KIND(s1); + if (kind != __Pyx_PyUnicode_KIND(s2)) { + goto return_ne; + } + data1 = __Pyx_PyUnicode_DATA(s1); + data2 = __Pyx_PyUnicode_DATA(s2); + if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) { + goto return_ne; + } else if (length == 1) { + goto return_eq; + } else { + int result = memcmp(data1, data2, (size_t)(length * kind)); + return (equals == Py_EQ) ? (result == 0) : (result != 0); + } + } else if ((s1 == Py_None) & s2_is_unicode) { + goto return_ne; + } else if ((s2 == Py_None) & s1_is_unicode) { + goto return_ne; + } else { + int result; + PyObject* py_result = PyObject_RichCompare(s1, s2, equals); + if (!py_result) + return -1; + result = __Pyx_PyObject_IsTrue(py_result); + Py_DECREF(py_result); + return result; + } +return_eq: + return (equals == Py_EQ); +return_ne: + return (equals == Py_NE); +#endif +} + +/* fastcall */ +#if CYTHON_METH_FASTCALL +static CYTHON_INLINE PyObject * __Pyx_GetKwValue_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues, PyObject *s) +{ + Py_ssize_t i, n = __Pyx_PyTuple_GET_SIZE(kwnames); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(n == -1)) return NULL; + #endif + for (i = 0; i < n; i++) + { + PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i); + #if !CYTHON_ASSUME_SAFE_MACROS + if (unlikely(!namei)) return NULL; + #endif + if (s == namei) return kwvalues[i]; + } + for (i = 0; i < n; i++) + { + PyObject *namei = __Pyx_PyTuple_GET_ITEM(kwnames, i); + #if !CYTHON_ASSUME_SAFE_MACROS + if (unlikely(!namei)) return NULL; + #endif + int eq = __Pyx_PyUnicode_Equals(s, namei, Py_EQ); + if (unlikely(eq != 0)) { + if (unlikely(eq < 0)) return NULL; + return kwvalues[i]; + } + } + return NULL; +} +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030d0000 || CYTHON_COMPILING_IN_LIMITED_API +CYTHON_UNUSED static PyObject *__Pyx_KwargsAsDict_FASTCALL(PyObject *kwnames, PyObject *const *kwvalues) { + Py_ssize_t i, nkwargs; + PyObject *dict; +#if !CYTHON_ASSUME_SAFE_SIZE + nkwargs = PyTuple_Size(kwnames); + if (unlikely(nkwargs < 0)) return NULL; +#else + nkwargs = PyTuple_GET_SIZE(kwnames); +#endif + dict = PyDict_New(); + if (unlikely(!dict)) + return NULL; + for (i=0; itp_call; + if (unlikely(!call)) + return PyObject_Call(func, arg, kw); + if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) + return NULL; + result = (*call)(func, arg, kw); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectCallMethO (used by PyObjectFastCall) */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { + PyObject *self, *result; + PyCFunction cfunc; + cfunc = __Pyx_CyOrPyCFunction_GET_FUNCTION(func); + self = __Pyx_CyOrPyCFunction_GET_SELF(func); + if (unlikely(Py_EnterRecursiveCall(" while calling a Python object"))) + return NULL; + result = cfunc(self, arg); + Py_LeaveRecursiveCall(); + if (unlikely(!result) && unlikely(!PyErr_Occurred())) { + PyErr_SetString( + PyExc_SystemError, + "NULL result without error in PyObject_Call"); + } + return result; +} +#endif + +/* PyObjectFastCall (used by PyObjectCallOneArg) */ +#if PY_VERSION_HEX < 0x03090000 || CYTHON_COMPILING_IN_LIMITED_API +static PyObject* __Pyx_PyObject_FastCall_fallback(PyObject *func, PyObject * const*args, size_t nargs, PyObject *kwargs) { + PyObject *argstuple; + PyObject *result = 0; + size_t i; + argstuple = PyTuple_New((Py_ssize_t)nargs); + if (unlikely(!argstuple)) return NULL; + for (i = 0; i < nargs; i++) { + Py_INCREF(args[i]); + if (__Pyx_PyTuple_SET_ITEM(argstuple, (Py_ssize_t)i, args[i]) != (0)) goto bad; + } + result = __Pyx_PyObject_Call(func, argstuple, kwargs); + bad: + Py_DECREF(argstuple); + return result; +} +#endif +#if CYTHON_VECTORCALL && !CYTHON_COMPILING_IN_LIMITED_API + #if PY_VERSION_HEX < 0x03090000 + #define __Pyx_PyVectorcall_Function(callable) _PyVectorcall_Function(callable) + #elif CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE vectorcallfunc __Pyx_PyVectorcall_Function(PyObject *callable) { + PyTypeObject *tp = Py_TYPE(callable); + #if defined(__Pyx_CyFunction_USED) + if (__Pyx_CyFunction_CheckExact(callable)) { + return __Pyx_CyFunction_func_vectorcall(callable); + } + #endif + if (!PyType_HasFeature(tp, Py_TPFLAGS_HAVE_VECTORCALL)) { + return NULL; + } + assert(PyCallable_Check(callable)); + Py_ssize_t offset = tp->tp_vectorcall_offset; + assert(offset > 0); + vectorcallfunc ptr; + memcpy(&ptr, (char *) callable + offset, sizeof(ptr)); + return ptr; +} + #else + #define __Pyx_PyVectorcall_Function(callable) PyVectorcall_Function(callable) + #endif +#endif +static CYTHON_INLINE PyObject* __Pyx_PyObject_FastCallDict(PyObject *func, PyObject *const *args, size_t _nargs, PyObject *kwargs) { + Py_ssize_t nargs = __Pyx_PyVectorcall_NARGS(_nargs); +#if CYTHON_COMPILING_IN_CPYTHON + if (nargs == 0 && kwargs == NULL) { + if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_NOARGS)) + return __Pyx_PyObject_CallMethO(func, NULL); + } + else if (nargs == 1 && kwargs == NULL) { + if (__Pyx_CyOrPyCFunction_Check(func) && likely( __Pyx_CyOrPyCFunction_GET_FLAGS(func) & METH_O)) + return __Pyx_PyObject_CallMethO(func, args[0]); + } +#endif + if (kwargs == NULL) { + #if CYTHON_VECTORCALL + #if CYTHON_COMPILING_IN_LIMITED_API + return PyObject_Vectorcall(func, args, _nargs, NULL); + #else + vectorcallfunc f = __Pyx_PyVectorcall_Function(func); + if (f) { + return f(func, args, _nargs, NULL); + } + #endif + #endif + } + if (nargs == 0) { + return __Pyx_PyObject_Call(func, __pyx_mstate_global->__pyx_empty_tuple, kwargs); + } + #if PY_VERSION_HEX >= 0x03090000 && !CYTHON_COMPILING_IN_LIMITED_API + return PyObject_VectorcallDict(func, args, (size_t)nargs, kwargs); + #else + return __Pyx_PyObject_FastCall_fallback(func, args, (size_t)nargs, kwargs); + #endif +} + +/* PyObjectCallOneArg (used by CallUnboundCMethod0) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { + PyObject *args[2] = {NULL, arg}; + return __Pyx_PyObject_FastCall(func, args+1, 1 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); +} + +/* PyObjectGetAttrStr (used by UnpackUnboundCMethod) */ +#if CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) { + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro)) + return tp->tp_getattro(obj, attr_name); + return PyObject_GetAttr(obj, attr_name); +} +#endif + +/* UnpackUnboundCMethod (used by CallUnboundCMethod0) */ +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000 +static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *args, PyObject *kwargs) { + PyObject *result; + PyObject *selfless_args = PyTuple_GetSlice(args, 1, PyTuple_Size(args)); + if (unlikely(!selfless_args)) return NULL; + result = PyObject_Call(method, selfless_args, kwargs); + Py_DECREF(selfless_args); + return result; +} +#elif CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03090000 +static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject **args, Py_ssize_t nargs, PyObject *kwnames) { + return _PyObject_Vectorcall + (method, args ? args+1 : NULL, nargs ? nargs-1 : 0, kwnames); +} +#else +static PyObject *__Pyx_SelflessCall(PyObject *method, PyObject *const *args, Py_ssize_t nargs, PyObject *kwnames) { + return +#if PY_VERSION_HEX < 0x03090000 + _PyObject_Vectorcall +#else + PyObject_Vectorcall +#endif + (method, args ? args+1 : NULL, nargs ? (size_t) nargs-1 : 0, kwnames); +} +#endif +static PyMethodDef __Pyx_UnboundCMethod_Def = { + "CythonUnboundCMethod", + __PYX_REINTERPRET_FUNCION(PyCFunction, __Pyx_SelflessCall), +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030C0000 + METH_VARARGS | METH_KEYWORDS, +#else + METH_FASTCALL | METH_KEYWORDS, +#endif + NULL +}; +static int __Pyx_TryUnpackUnboundCMethod(__Pyx_CachedCFunction* target) { + PyObject *method, *result=NULL; + method = __Pyx_PyObject_GetAttrStr(target->type, *target->method_name); + if (unlikely(!method)) + return -1; + result = method; +#if CYTHON_COMPILING_IN_CPYTHON + if (likely(__Pyx_TypeCheck(method, &PyMethodDescr_Type))) + { + PyMethodDescrObject *descr = (PyMethodDescrObject*) method; + target->func = descr->d_method->ml_meth; + target->flag = descr->d_method->ml_flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_STACKLESS); + } else +#endif +#if CYTHON_COMPILING_IN_PYPY +#else + if (PyCFunction_Check(method)) +#endif + { + PyObject *self; + int self_found; +#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY + self = PyObject_GetAttrString(method, "__self__"); + if (!self) { + PyErr_Clear(); + } +#else + self = PyCFunction_GET_SELF(method); +#endif + self_found = (self && self != Py_None); +#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_COMPILING_IN_PYPY + Py_XDECREF(self); +#endif + if (self_found) { + PyObject *unbound_method = PyCFunction_New(&__Pyx_UnboundCMethod_Def, method); + if (unlikely(!unbound_method)) return -1; + Py_DECREF(method); + result = unbound_method; + } + } +#if !CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + if (unlikely(target->method)) { + Py_DECREF(result); + } else +#endif + target->method = result; + return 0; +} + +/* CallUnboundCMethod0 */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject* __Pyx_CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) { + int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc); + if (likely(was_initialized == 2 && cfunc->func)) { + if (likely(cfunc->flag == METH_NOARGS)) + return __Pyx_CallCFunction(cfunc, self, NULL); + if (likely(cfunc->flag == METH_FASTCALL)) + return __Pyx_CallCFunctionFast(cfunc, self, NULL, 0); + if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS)) + return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, NULL, 0, NULL); + if (likely(cfunc->flag == (METH_VARARGS | METH_KEYWORDS))) + return __Pyx_CallCFunctionWithKeywords(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple, NULL); + if (cfunc->flag == METH_VARARGS) + return __Pyx_CallCFunction(cfunc, self, __pyx_mstate_global->__pyx_empty_tuple); + return __Pyx__CallUnboundCMethod0(cfunc, self); + } +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + else if (unlikely(was_initialized == 1)) { + __Pyx_CachedCFunction tmp_cfunc = { +#ifndef __cplusplus + 0 +#endif + }; + tmp_cfunc.type = cfunc->type; + tmp_cfunc.method_name = cfunc->method_name; + return __Pyx__CallUnboundCMethod0(&tmp_cfunc, self); + } +#endif + PyObject *result = __Pyx__CallUnboundCMethod0(cfunc, self); + __Pyx_CachedCFunction_SetFinishedInitializing(cfunc); + return result; +} +#endif +static PyObject* __Pyx__CallUnboundCMethod0(__Pyx_CachedCFunction* cfunc, PyObject* self) { + PyObject *result; + if (unlikely(!cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; + result = __Pyx_PyObject_CallOneArg(cfunc->method, self); + return result; +} + +/* py_dict_items (used by OwnedDictNext) */ +static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) { + return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_items, d); +} + +/* py_dict_values (used by OwnedDictNext) */ +static CYTHON_INLINE PyObject* __Pyx_PyDict_Values(PyObject* d) { + return __Pyx_CallUnboundCMethod0(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_values, d); +} + +/* OwnedDictNext (used by ParseKeywordsImpl) */ +#if CYTHON_AVOID_BORROWED_REFS +static int __Pyx_PyDict_NextRef(PyObject *p, PyObject **ppos, PyObject **pkey, PyObject **pvalue) { + PyObject *next = NULL; + if (!*ppos) { + if (pvalue) { + PyObject *dictview = pkey ? __Pyx_PyDict_Items(p) : __Pyx_PyDict_Values(p); + if (unlikely(!dictview)) goto bad; + *ppos = PyObject_GetIter(dictview); + Py_DECREF(dictview); + } else { + *ppos = PyObject_GetIter(p); + } + if (unlikely(!*ppos)) goto bad; + } + next = PyIter_Next(*ppos); + if (!next) { + if (PyErr_Occurred()) goto bad; + return 0; + } + if (pkey && pvalue) { + *pkey = __Pyx_PySequence_ITEM(next, 0); + if (unlikely(*pkey)) goto bad; + *pvalue = __Pyx_PySequence_ITEM(next, 1); + if (unlikely(*pvalue)) goto bad; + Py_DECREF(next); + } else if (pkey) { + *pkey = next; + } else { + assert(pvalue); + *pvalue = next; + } + return 1; + bad: + Py_XDECREF(next); +#if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000 + PyErr_FormatUnraisable("Exception ignored in __Pyx_PyDict_NextRef"); +#else + PyErr_WriteUnraisable(__pyx_mstate_global->__pyx_n_u_Pyx_PyDict_NextRef); +#endif + if (pkey) *pkey = NULL; + if (pvalue) *pvalue = NULL; + return 0; +} +#else // !CYTHON_AVOID_BORROWED_REFS +static int __Pyx_PyDict_NextRef(PyObject *p, Py_ssize_t *ppos, PyObject **pkey, PyObject **pvalue) { + int result = PyDict_Next(p, ppos, pkey, pvalue); + if (likely(result == 1)) { + if (pkey) Py_INCREF(*pkey); + if (pvalue) Py_INCREF(*pvalue); + } + return result; +} +#endif + +/* RaiseDoubleKeywords (used by ParseKeywordsImpl) */ +static void __Pyx_RaiseDoubleKeywordsError( + const char* func_name, + PyObject* kw_name) +{ + PyErr_Format(PyExc_TypeError, + "%s() got multiple values for keyword argument '%U'", func_name, kw_name); +} + +/* CallUnboundCMethod2 */ +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE PyObject *__Pyx_CallUnboundCMethod2(__Pyx_CachedCFunction *cfunc, PyObject *self, PyObject *arg1, PyObject *arg2) { + int was_initialized = __Pyx_CachedCFunction_GetAndSetInitializing(cfunc); + if (likely(was_initialized == 2 && cfunc->func)) { + PyObject *args[2] = {arg1, arg2}; + if (cfunc->flag == METH_FASTCALL) { + return __Pyx_CallCFunctionFast(cfunc, self, args, 2); + } + if (cfunc->flag == (METH_FASTCALL | METH_KEYWORDS)) + return __Pyx_CallCFunctionFastWithKeywords(cfunc, self, args, 2, NULL); + } +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + else if (unlikely(was_initialized == 1)) { + __Pyx_CachedCFunction tmp_cfunc = { +#ifndef __cplusplus + 0 +#endif + }; + tmp_cfunc.type = cfunc->type; + tmp_cfunc.method_name = cfunc->method_name; + return __Pyx__CallUnboundCMethod2(&tmp_cfunc, self, arg1, arg2); + } +#endif + PyObject *result = __Pyx__CallUnboundCMethod2(cfunc, self, arg1, arg2); + __Pyx_CachedCFunction_SetFinishedInitializing(cfunc); + return result; +} +#endif +static PyObject* __Pyx__CallUnboundCMethod2(__Pyx_CachedCFunction* cfunc, PyObject* self, PyObject* arg1, PyObject* arg2){ + if (unlikely(!cfunc->func && !cfunc->method) && unlikely(__Pyx_TryUnpackUnboundCMethod(cfunc) < 0)) return NULL; +#if CYTHON_COMPILING_IN_CPYTHON + if (cfunc->func && (cfunc->flag & METH_VARARGS)) { + PyObject *result = NULL; + PyObject *args = PyTuple_New(2); + if (unlikely(!args)) return NULL; + Py_INCREF(arg1); + PyTuple_SET_ITEM(args, 0, arg1); + Py_INCREF(arg2); + PyTuple_SET_ITEM(args, 1, arg2); + if (cfunc->flag & METH_KEYWORDS) + result = __Pyx_CallCFunctionWithKeywords(cfunc, self, args, NULL); + else + result = __Pyx_CallCFunction(cfunc, self, args); + Py_DECREF(args); + return result; + } +#endif + { + PyObject *args[4] = {NULL, self, arg1, arg2}; + return __Pyx_PyObject_FastCall(cfunc->method, args+1, 3 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); + } +} + +/* ParseKeywordsImpl (used by ParseKeywords) */ +static int __Pyx_ValidateDuplicatePosArgs( + PyObject *kwds, + PyObject ** const argnames[], + PyObject ** const *first_kw_arg, + const char* function_name) +{ + PyObject ** const *name = argnames; + while (name != first_kw_arg) { + PyObject *key = **name; + int found = PyDict_Contains(kwds, key); + if (unlikely(found)) { + if (found == 1) __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; + } + name++; + } + return 0; +bad: + return -1; +} +#if CYTHON_USE_UNICODE_INTERNALS +static CYTHON_INLINE int __Pyx_UnicodeKeywordsEqual(PyObject *s1, PyObject *s2) { + int kind; + Py_ssize_t len = PyUnicode_GET_LENGTH(s1); + if (len != PyUnicode_GET_LENGTH(s2)) return 0; + kind = PyUnicode_KIND(s1); + if (kind != PyUnicode_KIND(s2)) return 0; + const void *data1 = PyUnicode_DATA(s1); + const void *data2 = PyUnicode_DATA(s2); + return (memcmp(data1, data2, (size_t) len * (size_t) kind) == 0); +} +#endif +static int __Pyx_MatchKeywordArg_str( + PyObject *key, + PyObject ** const argnames[], + PyObject ** const *first_kw_arg, + size_t *index_found, + const char *function_name) +{ + PyObject ** const *name; + #if CYTHON_USE_UNICODE_INTERNALS + Py_hash_t key_hash = ((PyASCIIObject*)key)->hash; + if (unlikely(key_hash == -1)) { + key_hash = PyObject_Hash(key); + if (unlikely(key_hash == -1)) + goto bad; + } + #endif + name = first_kw_arg; + while (*name) { + PyObject *name_str = **name; + #if CYTHON_USE_UNICODE_INTERNALS + if (key_hash == ((PyASCIIObject*)name_str)->hash && __Pyx_UnicodeKeywordsEqual(name_str, key)) { + *index_found = (size_t) (name - argnames); + return 1; + } + #else + #if CYTHON_ASSUME_SAFE_SIZE + if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key)) + #endif + { + int cmp = PyUnicode_Compare(name_str, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) { + *index_found = (size_t) (name - argnames); + return 1; + } + } + #endif + name++; + } + name = argnames; + while (name != first_kw_arg) { + PyObject *name_str = **name; + #if CYTHON_USE_UNICODE_INTERNALS + if (unlikely(key_hash == ((PyASCIIObject*)name_str)->hash)) { + if (__Pyx_UnicodeKeywordsEqual(name_str, key)) + goto arg_passed_twice; + } + #else + #if CYTHON_ASSUME_SAFE_SIZE + if (PyUnicode_GET_LENGTH(name_str) == PyUnicode_GET_LENGTH(key)) + #endif + { + if (unlikely(name_str == key)) goto arg_passed_twice; + int cmp = PyUnicode_Compare(name_str, key); + if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; + if (cmp == 0) goto arg_passed_twice; + } + #endif + name++; + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +bad: + return -1; +} +static int __Pyx_MatchKeywordArg_nostr( + PyObject *key, + PyObject ** const argnames[], + PyObject ** const *first_kw_arg, + size_t *index_found, + const char *function_name) +{ + PyObject ** const *name; + if (unlikely(!PyUnicode_Check(key))) goto invalid_keyword_type; + name = first_kw_arg; + while (*name) { + int cmp = PyObject_RichCompareBool(**name, key, Py_EQ); + if (cmp == 1) { + *index_found = (size_t) (name - argnames); + return 1; + } + if (unlikely(cmp == -1)) goto bad; + name++; + } + name = argnames; + while (name != first_kw_arg) { + int cmp = PyObject_RichCompareBool(**name, key, Py_EQ); + if (unlikely(cmp != 0)) { + if (cmp == 1) goto arg_passed_twice; + else goto bad; + } + name++; + } + return 0; +arg_passed_twice: + __Pyx_RaiseDoubleKeywordsError(function_name, key); + goto bad; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%.200s() keywords must be strings", function_name); + goto bad; +bad: + return -1; +} +static CYTHON_INLINE int __Pyx_MatchKeywordArg( + PyObject *key, + PyObject ** const argnames[], + PyObject ** const *first_kw_arg, + size_t *index_found, + const char *function_name) +{ + return likely(PyUnicode_CheckExact(key)) ? + __Pyx_MatchKeywordArg_str(key, argnames, first_kw_arg, index_found, function_name) : + __Pyx_MatchKeywordArg_nostr(key, argnames, first_kw_arg, index_found, function_name); +} +static void __Pyx_RejectUnknownKeyword( + PyObject *kwds, + PyObject ** const argnames[], + PyObject ** const *first_kw_arg, + const char *function_name) +{ + #if CYTHON_AVOID_BORROWED_REFS + PyObject *pos = NULL; + #else + Py_ssize_t pos = 0; + #endif + PyObject *key = NULL; + __Pyx_BEGIN_CRITICAL_SECTION(kwds); + while ( + #if CYTHON_AVOID_BORROWED_REFS + __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL) + #else + PyDict_Next(kwds, &pos, &key, NULL) + #endif + ) { + PyObject** const *name = first_kw_arg; + while (*name && (**name != key)) name++; + if (!*name) { + size_t index_found = 0; + int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name); + if (cmp != 1) { + if (cmp == 0) { + PyErr_Format(PyExc_TypeError, + "%s() got an unexpected keyword argument '%U'", + function_name, key); + } + #if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(key); + #endif + break; + } + } + #if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(key); + #endif + } + __Pyx_END_CRITICAL_SECTION(); + #if CYTHON_AVOID_BORROWED_REFS + Py_XDECREF(pos); + #endif + assert(PyErr_Occurred()); +} +static int __Pyx_ParseKeywordDict( + PyObject *kwds, + PyObject ** const argnames[], + PyObject *values[], + Py_ssize_t num_pos_args, + Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs) +{ + PyObject** const *name; + PyObject** const *first_kw_arg = argnames + num_pos_args; + Py_ssize_t extracted = 0; +#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) + if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1; +#endif + name = first_kw_arg; + while (*name && num_kwargs > extracted) { + PyObject * key = **name; + PyObject *value; + int found = 0; + #if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + found = PyDict_GetItemRef(kwds, key, &value); + #else + value = PyDict_GetItemWithError(kwds, key); + if (value) { + Py_INCREF(value); + found = 1; + } else { + if (unlikely(PyErr_Occurred())) goto bad; + } + #endif + if (found) { + if (unlikely(found < 0)) goto bad; + values[name-argnames] = value; + extracted++; + } + name++; + } + if (num_kwargs > extracted) { + if (ignore_unknown_kwargs) { + if (unlikely(__Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name) == -1)) + goto bad; + } else { + __Pyx_RejectUnknownKeyword(kwds, argnames, first_kw_arg, function_name); + goto bad; + } + } + return 0; +bad: + return -1; +} +static int __Pyx_ParseKeywordDictToDict( + PyObject *kwds, + PyObject ** const argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + const char* function_name) +{ + PyObject** const *name; + PyObject** const *first_kw_arg = argnames + num_pos_args; + Py_ssize_t len; +#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) + if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return -1; +#endif + if (PyDict_Update(kwds2, kwds) < 0) goto bad; + name = first_kw_arg; + while (*name) { + PyObject *key = **name; + PyObject *value; +#if !CYTHON_COMPILING_IN_LIMITED_API && (PY_VERSION_HEX >= 0x030d00A2 || defined(PyDict_Pop)) + int found = PyDict_Pop(kwds2, key, &value); + if (found) { + if (unlikely(found < 0)) goto bad; + values[name-argnames] = value; + } +#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + int found = PyDict_GetItemRef(kwds2, key, &value); + if (found) { + if (unlikely(found < 0)) goto bad; + values[name-argnames] = value; + if (unlikely(PyDict_DelItem(kwds2, key) < 0)) goto bad; + } +#else + #if CYTHON_COMPILING_IN_CPYTHON + value = _PyDict_Pop(kwds2, key, kwds2); + #else + value = __Pyx_CallUnboundCMethod2(&__pyx_mstate_global->__pyx_umethod_PyDict_Type_pop, kwds2, key, kwds2); + #endif + if (value == kwds2) { + Py_DECREF(value); + } else { + if (unlikely(!value)) goto bad; + values[name-argnames] = value; + } +#endif + name++; + } + len = PyDict_Size(kwds2); + if (len > 0) { + return __Pyx_ValidateDuplicatePosArgs(kwds, argnames, first_kw_arg, function_name); + } else if (unlikely(len == -1)) { + goto bad; + } + return 0; +bad: + return -1; +} +static int __Pyx_ParseKeywordsTuple( + PyObject *kwds, + PyObject * const *kwvalues, + PyObject ** const argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs) +{ + PyObject *key = NULL; + PyObject** const * name; + PyObject** const *first_kw_arg = argnames + num_pos_args; + for (Py_ssize_t pos = 0; pos < num_kwargs; pos++) { +#if CYTHON_AVOID_BORROWED_REFS + key = __Pyx_PySequence_ITEM(kwds, pos); +#else + key = __Pyx_PyTuple_GET_ITEM(kwds, pos); +#endif +#if !CYTHON_ASSUME_SAFE_MACROS + if (unlikely(!key)) goto bad; +#endif + name = first_kw_arg; + while (*name && (**name != key)) name++; + if (*name) { + PyObject *value = kwvalues[pos]; + values[name-argnames] = __Pyx_NewRef(value); + } else { + size_t index_found = 0; + int cmp = __Pyx_MatchKeywordArg(key, argnames, first_kw_arg, &index_found, function_name); + if (cmp == 1) { + PyObject *value = kwvalues[pos]; + values[index_found] = __Pyx_NewRef(value); + } else { + if (unlikely(cmp == -1)) goto bad; + if (kwds2) { + PyObject *value = kwvalues[pos]; + if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; + } else if (!ignore_unknown_kwargs) { + goto invalid_keyword; + } + } + } + #if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(key); + key = NULL; + #endif + } + return 0; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + "%s() got an unexpected keyword argument '%U'", + function_name, key); + goto bad; +bad: + #if CYTHON_AVOID_BORROWED_REFS + Py_XDECREF(key); + #endif + return -1; +} + +/* ParseKeywords */ +static int __Pyx_ParseKeywords( + PyObject *kwds, + PyObject * const *kwvalues, + PyObject ** const argnames[], + PyObject *kwds2, + PyObject *values[], + Py_ssize_t num_pos_args, + Py_ssize_t num_kwargs, + const char* function_name, + int ignore_unknown_kwargs) +{ + if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) + return __Pyx_ParseKeywordsTuple(kwds, kwvalues, argnames, kwds2, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs); + else if (kwds2) + return __Pyx_ParseKeywordDictToDict(kwds, argnames, kwds2, values, num_pos_args, function_name); + else + return __Pyx_ParseKeywordDict(kwds, argnames, values, num_pos_args, num_kwargs, function_name, ignore_unknown_kwargs); +} + +/* RaiseArgTupleInvalid */ +static void __Pyx_RaiseArgtupleInvalid( + const char* func_name, + int exact, + Py_ssize_t num_min, + Py_ssize_t num_max, + Py_ssize_t num_found) +{ + Py_ssize_t num_expected; + const char *more_or_less; + if (num_found < num_min) { + num_expected = num_min; + more_or_less = "at least"; + } else { + num_expected = num_max; + more_or_less = "at most"; + } + if (exact) { + more_or_less = "exactly"; + } + PyErr_Format(PyExc_TypeError, + "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +/* ArgTypeTestFunc (used by ArgTypeTest) */ +static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) +{ + __Pyx_TypeName type_name; + __Pyx_TypeName obj_type_name; + PyObject *extra_info = __pyx_mstate_global->__pyx_empty_unicode; + int from_annotation_subclass = 0; + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + else if (!exact) { + if (likely(__Pyx_TypeCheck(obj, type))) return 1; + } else if (exact == 2) { + if (__Pyx_TypeCheck(obj, type)) { + from_annotation_subclass = 1; + extra_info = __pyx_mstate_global->__pyx_kp_u_Note_that_Cython_is_deliberately; + } + } + type_name = __Pyx_PyType_GetFullyQualifiedName(type); + obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); + PyErr_Format(PyExc_TypeError, + "Argument '%.200s' has incorrect type (expected " __Pyx_FMT_TYPENAME + ", got " __Pyx_FMT_TYPENAME ")" +#if __PYX_LIMITED_VERSION_HEX < 0x030C0000 + "%s%U" +#endif + , name, type_name, obj_type_name +#if __PYX_LIMITED_VERSION_HEX < 0x030C0000 + , (from_annotation_subclass ? ". " : ""), extra_info +#endif + ); +#if __PYX_LIMITED_VERSION_HEX >= 0x030C0000 + if (exact == 2 && from_annotation_subclass) { + PyObject *res; + PyObject *vargs[2]; + vargs[0] = PyErr_GetRaisedException(); + vargs[1] = extra_info; + res = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_kp_u_add_note, vargs, 2, NULL); + Py_XDECREF(res); + PyErr_SetRaisedException(vargs[0]); + } +#endif + __Pyx_DECREF_TypeName(type_name); + __Pyx_DECREF_TypeName(obj_type_name); + return 0; +} + +/* PyErrExceptionMatches (used by PyObjectGetAttrStrNoError) */ +#if CYTHON_FAST_THREAD_STATE +static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { + Py_ssize_t i, n; + n = PyTuple_GET_SIZE(tuple); + for (i=0; i= 0x030C00A6 + PyObject *current_exception = tstate->current_exception; + if (unlikely(!current_exception)) return 0; + exc_type = (PyObject*) Py_TYPE(current_exception); + if (exc_type == err) return 1; +#else + exc_type = tstate->curexc_type; + if (exc_type == err) return 1; + if (unlikely(!exc_type)) return 0; +#endif + #if CYTHON_AVOID_BORROWED_REFS + Py_INCREF(exc_type); + #endif + if (unlikely(PyTuple_Check(err))) { + result = __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); + } else { + result = __Pyx_PyErr_GivenExceptionMatches(exc_type, err); + } + #if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(exc_type); + #endif + return result; +} +#endif + +/* PyErrFetchRestore (used by PyObjectGetAttrStrNoError) */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { +#if PY_VERSION_HEX >= 0x030C00A6 + PyObject *tmp_value; + assert(type == NULL || (value != NULL && type == (PyObject*) Py_TYPE(value))); + if (value) { + #if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(((PyBaseExceptionObject*) value)->traceback != tb)) + #endif + PyException_SetTraceback(value, tb); + } + tmp_value = tstate->current_exception; + tstate->current_exception = value; + Py_XDECREF(tmp_value); + Py_XDECREF(type); + Py_XDECREF(tb); +#else + PyObject *tmp_type, *tmp_value, *tmp_tb; + tmp_type = tstate->curexc_type; + tmp_value = tstate->curexc_value; + tmp_tb = tstate->curexc_traceback; + tstate->curexc_type = type; + tstate->curexc_value = value; + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#endif +} +static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { +#if PY_VERSION_HEX >= 0x030C00A6 + PyObject* exc_value; + exc_value = tstate->current_exception; + tstate->current_exception = 0; + *value = exc_value; + *type = NULL; + *tb = NULL; + if (exc_value) { + *type = (PyObject*) Py_TYPE(exc_value); + Py_INCREF(*type); + #if CYTHON_COMPILING_IN_CPYTHON + *tb = ((PyBaseExceptionObject*) exc_value)->traceback; + Py_XINCREF(*tb); + #else + *tb = PyException_GetTraceback(exc_value); + #endif + } +#else + *type = tstate->curexc_type; + *value = tstate->curexc_value; + *tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#endif +} +#endif + +/* PyObjectGetAttrStrNoError (used by GetBuiltinName) */ +#if __PYX_LIMITED_VERSION_HEX < 0x030d0000 +static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) { + __Pyx_PyThreadState_declare + __Pyx_PyThreadState_assign + if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) + __Pyx_PyErr_Clear(); +} +#endif +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) { + PyObject *result; +#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + (void) PyObject_GetOptionalAttr(obj, attr_name, &result); + return result; +#else +#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS + PyTypeObject* tp = Py_TYPE(obj); + if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) { + return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1); + } +#endif + result = __Pyx_PyObject_GetAttrStr(obj, attr_name); + if (unlikely(!result)) { + __Pyx_PyObject_GetAttrStr_ClearAttributeError(); + } + return result; +#endif +} + +/* GetBuiltinName */ +static PyObject *__Pyx_GetBuiltinName(PyObject *name) { + PyObject* result = __Pyx_PyObject_GetAttrStrNoError(__pyx_mstate_global->__pyx_b, name); + if (unlikely(!result) && !PyErr_Occurred()) { + PyErr_Format(PyExc_NameError, + "name '%U' is not defined", name); + } + return result; +} + +/* RaiseException */ +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { + PyObject* owned_instance = NULL; + if (tb == Py_None) { + tb = 0; + } else if (tb && !PyTraceBack_Check(tb)) { + PyErr_SetString(PyExc_TypeError, + "raise: arg 3 must be a traceback or None"); + goto bad; + } + if (value == Py_None) + value = 0; + if (PyExceptionInstance_Check(type)) { + if (value) { + PyErr_SetString(PyExc_TypeError, + "instance exception may not have a separate value"); + goto bad; + } + value = type; + type = (PyObject*) Py_TYPE(value); + } else if (PyExceptionClass_Check(type)) { + PyObject *instance_class = NULL; + if (value && PyExceptionInstance_Check(value)) { + instance_class = (PyObject*) Py_TYPE(value); + if (instance_class != type) { + int is_subclass = PyObject_IsSubclass(instance_class, type); + if (!is_subclass) { + instance_class = NULL; + } else if (unlikely(is_subclass == -1)) { + goto bad; + } else { + type = instance_class; + } + } + } + if (!instance_class) { + PyObject *args; + if (!value) + args = PyTuple_New(0); + else if (PyTuple_Check(value)) { + Py_INCREF(value); + args = value; + } else + args = PyTuple_Pack(1, value); + if (!args) + goto bad; + owned_instance = PyObject_Call(type, args, NULL); + Py_DECREF(args); + if (!owned_instance) + goto bad; + value = owned_instance; + if (!PyExceptionInstance_Check(value)) { + PyErr_Format(PyExc_TypeError, + "calling %R should have returned an instance of " + "BaseException, not %R", + type, Py_TYPE(value)); + goto bad; + } + } + } else { + PyErr_SetString(PyExc_TypeError, + "raise: exception class must be a subclass of BaseException"); + goto bad; + } + if (cause) { + PyObject *fixed_cause; + if (cause == Py_None) { + fixed_cause = NULL; + } else if (PyExceptionClass_Check(cause)) { + fixed_cause = PyObject_CallObject(cause, NULL); + if (fixed_cause == NULL) + goto bad; + } else if (PyExceptionInstance_Check(cause)) { + fixed_cause = cause; + Py_INCREF(fixed_cause); + } else { + PyErr_SetString(PyExc_TypeError, + "exception causes must derive from " + "BaseException"); + goto bad; + } + PyException_SetCause(value, fixed_cause); + } + PyErr_SetObject(type, value); + if (tb) { +#if PY_VERSION_HEX >= 0x030C00A6 + PyException_SetTraceback(value, tb); +#elif CYTHON_FAST_THREAD_STATE + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject* tmp_tb = tstate->curexc_traceback; + if (tb != tmp_tb) { + Py_INCREF(tb); + tstate->curexc_traceback = tb; + Py_XDECREF(tmp_tb); + } +#else + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); + Py_INCREF(tb); + PyErr_Restore(tmp_type, tmp_value, tb); + Py_XDECREF(tmp_tb); +#endif + } +bad: + Py_XDECREF(owned_instance); + return; +} + +/* PyObjectFastCallMethod */ +#if !CYTHON_VECTORCALL || PY_VERSION_HEX < 0x03090000 +static PyObject *__Pyx_PyObject_FastCallMethod(PyObject *name, PyObject *const *args, size_t nargsf) { + PyObject *result; + PyObject *attr = PyObject_GetAttr(args[0], name); + if (unlikely(!attr)) + return NULL; + result = __Pyx_PyObject_FastCall(attr, args+1, nargsf - 1); + Py_DECREF(attr); + return result; +} +#endif + +/* RaiseUnexpectedTypeError */ +static int +__Pyx_RaiseUnexpectedTypeError(const char *expected, PyObject *obj) +{ + __Pyx_TypeName obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); + PyErr_Format(PyExc_TypeError, "Expected %s, got " __Pyx_FMT_TYPENAME, + expected, obj_type_name); + __Pyx_DECREF_TypeName(obj_type_name); + return 0; +} + +/* CIntToDigits (used by CIntToPyUnicode) */ +static const char DIGIT_PAIRS_10[2*10*10+1] = { + "00010203040506070809" + "10111213141516171819" + "20212223242526272829" + "30313233343536373839" + "40414243444546474849" + "50515253545556575859" + "60616263646566676869" + "70717273747576777879" + "80818283848586878889" + "90919293949596979899" +}; +static const char DIGIT_PAIRS_8[2*8*8+1] = { + "0001020304050607" + "1011121314151617" + "2021222324252627" + "3031323334353637" + "4041424344454647" + "5051525354555657" + "6061626364656667" + "7071727374757677" +}; +static const char DIGITS_HEX[2*16+1] = { + "0123456789abcdef" + "0123456789ABCDEF" +}; + +/* BuildPyUnicode (used by COrdinalToPyUnicode) */ +static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, const char* chars, int clength, + int prepend_sign, char padding_char) { + PyObject *uval; + Py_ssize_t uoffset = ulength - clength; +#if CYTHON_USE_UNICODE_INTERNALS + Py_ssize_t i; + void *udata; + uval = PyUnicode_New(ulength, 127); + if (unlikely(!uval)) return NULL; + udata = PyUnicode_DATA(uval); + if (uoffset > 0) { + i = 0; + if (prepend_sign) { + __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, 0, '-'); + i++; + } + for (; i < uoffset; i++) { + __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, i, padding_char); + } + } + for (i=0; i < clength; i++) { + __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, uoffset+i, chars[i]); + } +#else + { + PyObject *sign = NULL, *padding = NULL; + uval = NULL; + if (uoffset > 0) { + prepend_sign = !!prepend_sign; + if (uoffset > prepend_sign) { + padding = PyUnicode_FromOrdinal(padding_char); + if (likely(padding) && uoffset > prepend_sign + 1) { + PyObject *tmp = PySequence_Repeat(padding, uoffset - prepend_sign); + Py_DECREF(padding); + padding = tmp; + } + if (unlikely(!padding)) goto done_or_error; + } + if (prepend_sign) { + sign = PyUnicode_FromOrdinal('-'); + if (unlikely(!sign)) goto done_or_error; + } + } + uval = PyUnicode_DecodeASCII(chars, clength, NULL); + if (likely(uval) && padding) { + PyObject *tmp = PyUnicode_Concat(padding, uval); + Py_DECREF(uval); + uval = tmp; + } + if (likely(uval) && sign) { + PyObject *tmp = PyUnicode_Concat(sign, uval); + Py_DECREF(uval); + uval = tmp; + } +done_or_error: + Py_XDECREF(padding); + Py_XDECREF(sign); + } +#endif + return uval; +} + +/* COrdinalToPyUnicode (used by CIntToPyUnicode) */ +static CYTHON_INLINE int __Pyx_CheckUnicodeValue(int value) { + return value <= 1114111; +} +static PyObject* __Pyx_PyUnicode_FromOrdinal_Padded(int value, Py_ssize_t ulength, char padding_char) { + Py_ssize_t padding_length = ulength - 1; + if (likely((padding_length <= 250) && (value < 0xD800 || value > 0xDFFF))) { + char chars[256]; + if (value <= 255) { + memset(chars, padding_char, (size_t) padding_length); + chars[ulength-1] = (char) value; + return PyUnicode_DecodeLatin1(chars, ulength, NULL); + } + char *cpos = chars + sizeof(chars); + if (value < 0x800) { + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0xc0 | (value & 0x1f)); + } else if (value < 0x10000) { + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0xe0 | (value & 0x0f)); + } else { + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0x80 | (value & 0x3f)); + value >>= 6; + *--cpos = (char) (0xf0 | (value & 0x07)); + } + cpos -= padding_length; + memset(cpos, padding_char, (size_t) padding_length); + return PyUnicode_DecodeUTF8(cpos, chars + sizeof(chars) - cpos, NULL); + } + if (value <= 127 && CYTHON_USE_UNICODE_INTERNALS) { + const char chars[1] = {(char) value}; + return __Pyx_PyUnicode_BuildFromAscii(ulength, chars, 1, 0, padding_char); + } + { + PyObject *uchar, *padding_uchar, *padding, *result; + padding_uchar = PyUnicode_FromOrdinal(padding_char); + if (unlikely(!padding_uchar)) return NULL; + padding = PySequence_Repeat(padding_uchar, padding_length); + Py_DECREF(padding_uchar); + if (unlikely(!padding)) return NULL; + uchar = PyUnicode_FromOrdinal(value); + if (unlikely(!uchar)) { + Py_DECREF(padding); + return NULL; + } + result = PyUnicode_Concat(padding, uchar); + Py_DECREF(padding); + Py_DECREF(uchar); + return result; + } +} + +/* CIntToPyUnicode */ +static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const int neg_one = (int) -1, const_zero = (int) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (unlikely(!(is_unsigned || value == 0 || value > 0) || + !(sizeof(value) <= 2 || value & ~ (int) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) { + PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)"); + return NULL; + } + if (width <= 1) { + return PyUnicode_FromOrdinal((int) value); + } + return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char); +} +static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char) { + char digits[sizeof(int)*3+2]; + char *dpos, *end = digits + sizeof(int)*3+2; + const char *hex_digits = DIGITS_HEX; + Py_ssize_t length, ulength; + int prepend_sign, last_one_off; + int remaining; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const int neg_one = (int) -1, const_zero = (int) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (format_char == 'X') { + hex_digits += 16; + format_char = 'x'; + } + remaining = value; + last_one_off = 0; + dpos = end; + do { + int digit_pos; + switch (format_char) { + case 'o': + digit_pos = abs((int)(remaining % (8*8))); + remaining = (int) (remaining / (8*8)); + dpos -= 2; + memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2); + last_one_off = (digit_pos < 8); + break; + case 'd': + digit_pos = abs((int)(remaining % (10*10))); + remaining = (int) (remaining / (10*10)); + dpos -= 2; + memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2); + last_one_off = (digit_pos < 10); + break; + case 'x': + *(--dpos) = hex_digits[abs((int)(remaining % 16))]; + remaining = (int) (remaining / 16); + break; + default: + assert(0); + break; + } + } while (unlikely(remaining != 0)); + assert(!last_one_off || *dpos == '0'); + dpos += last_one_off; + length = end - dpos; + ulength = length; + prepend_sign = 0; + if (!is_unsigned && value <= neg_one) { + if (padding_char == ' ' || width <= length + 1) { + *(--dpos) = '-'; + ++length; + } else { + prepend_sign = 1; + } + ++ulength; + } + if (width > ulength) { + ulength = width; + } + if (ulength == 1) { + return PyUnicode_FromOrdinal(*dpos); + } + return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char); +} + +/* CIntToPyUnicode */ +static CYTHON_INLINE PyObject* __Pyx_uchar___Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char) { +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (unlikely(!(is_unsigned || value == 0 || value > 0) || + !(sizeof(value) <= 2 || value & ~ (Py_ssize_t) 0x01fffff || __Pyx_CheckUnicodeValue((int) value)))) { + PyErr_SetString(PyExc_OverflowError, "%c arg not in range(0x110000)"); + return NULL; + } + if (width <= 1) { + return PyUnicode_FromOrdinal((int) value); + } + return __Pyx_PyUnicode_FromOrdinal_Padded((int) value, width, padding_char); +} +static CYTHON_INLINE PyObject* __Pyx____Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char) { + char digits[sizeof(Py_ssize_t)*3+2]; + char *dpos, *end = digits + sizeof(Py_ssize_t)*3+2; + const char *hex_digits = DIGITS_HEX; + Py_ssize_t length, ulength; + int prepend_sign, last_one_off; + Py_ssize_t remaining; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wconversion" +#endif + const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0; +#ifdef __Pyx_HAS_GCC_DIAGNOSTIC +#pragma GCC diagnostic pop +#endif + const int is_unsigned = neg_one > const_zero; + if (format_char == 'X') { + hex_digits += 16; + format_char = 'x'; + } + remaining = value; + last_one_off = 0; + dpos = end; + do { + int digit_pos; + switch (format_char) { + case 'o': + digit_pos = abs((int)(remaining % (8*8))); + remaining = (Py_ssize_t) (remaining / (8*8)); + dpos -= 2; + memcpy(dpos, DIGIT_PAIRS_8 + digit_pos * 2, 2); + last_one_off = (digit_pos < 8); + break; + case 'd': + digit_pos = abs((int)(remaining % (10*10))); + remaining = (Py_ssize_t) (remaining / (10*10)); + dpos -= 2; + memcpy(dpos, DIGIT_PAIRS_10 + digit_pos * 2, 2); + last_one_off = (digit_pos < 10); + break; + case 'x': + *(--dpos) = hex_digits[abs((int)(remaining % 16))]; + remaining = (Py_ssize_t) (remaining / 16); + break; + default: + assert(0); + break; + } + } while (unlikely(remaining != 0)); + assert(!last_one_off || *dpos == '0'); + dpos += last_one_off; + length = end - dpos; + ulength = length; + prepend_sign = 0; + if (!is_unsigned && value <= neg_one) { + if (padding_char == ' ' || width <= length + 1) { + *(--dpos) = '-'; + ++length; + } else { + prepend_sign = 1; + } + ++ulength; + } + if (width > ulength) { + ulength = width; + } + if (ulength == 1) { + return PyUnicode_FromOrdinal(*dpos); + } + return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char); +} + +/* JoinPyUnicode */ +static PyObject* __Pyx_PyUnicode_Join(PyObject** values, Py_ssize_t value_count, Py_ssize_t result_ulength, + Py_UCS4 max_char) { +#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + PyObject *result_uval; + int result_ukind, kind_shift; + Py_ssize_t i, char_pos; + void *result_udata; + if (max_char > 1114111) max_char = 1114111; + result_uval = PyUnicode_New(result_ulength, max_char); + if (unlikely(!result_uval)) return NULL; + result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND; + kind_shift = (result_ukind == PyUnicode_4BYTE_KIND) ? 2 : result_ukind - 1; + result_udata = PyUnicode_DATA(result_uval); + assert(kind_shift == 2 || kind_shift == 1 || kind_shift == 0); + if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - result_ulength < 0)) + goto overflow; + char_pos = 0; + for (i=0; i < value_count; i++) { + int ukind; + Py_ssize_t ulength; + void *udata; + PyObject *uval = values[i]; + #if !CYTHON_COMPILING_IN_LIMITED_API + if (__Pyx_PyUnicode_READY(uval) == (-1)) + goto bad; + #endif + ulength = __Pyx_PyUnicode_GET_LENGTH(uval); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(ulength < 0)) goto bad; + #endif + if (unlikely(!ulength)) + continue; + if (unlikely((PY_SSIZE_T_MAX >> kind_shift) - ulength < char_pos)) + goto overflow; + ukind = __Pyx_PyUnicode_KIND(uval); + udata = __Pyx_PyUnicode_DATA(uval); + if (ukind == result_ukind) { + memcpy((char *)result_udata + (char_pos << kind_shift), udata, (size_t) (ulength << kind_shift)); + } else { + #if PY_VERSION_HEX >= 0x030d0000 + if (unlikely(PyUnicode_CopyCharacters(result_uval, char_pos, uval, 0, ulength) < 0)) goto bad; + #elif CYTHON_COMPILING_IN_CPYTHON || defined(_PyUnicode_FastCopyCharacters) + _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength); + #else + Py_ssize_t j; + for (j=0; j < ulength; j++) { + Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j); + __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar); + } + #endif + } + char_pos += ulength; + } + return result_uval; +overflow: + PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string"); +bad: + Py_DECREF(result_uval); + return NULL; +#else + Py_ssize_t i; + PyObject *result = NULL; + PyObject *value_tuple = PyTuple_New(value_count); + if (unlikely(!value_tuple)) return NULL; + CYTHON_UNUSED_VAR(max_char); + CYTHON_UNUSED_VAR(result_ulength); + for (i=0; i__pyx_empty_unicode, value_tuple); +bad: + Py_DECREF(value_tuple); + return result; +#endif +} + +/* GetAttr */ +static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) { +#if CYTHON_USE_TYPE_SLOTS + if (likely(PyUnicode_Check(n))) + return __Pyx_PyObject_GetAttrStr(o, n); +#endif + return PyObject_GetAttr(o, n); +} + +/* GetItemInt */ +static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { + PyObject *r; + if (unlikely(!j)) return NULL; + r = PyObject_GetItem(o, j); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck, int unsafe_shared) { + CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); +#if CYTHON_ASSUME_SAFE_SIZE + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyList_GET_SIZE(o); + } + if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS)) { + return __Pyx_PyList_GetItemRefFast(o, wrapped_i, unsafe_shared); + } else + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { + return __Pyx_NewRef(PyList_GET_ITEM(o, wrapped_i)); + } + return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); +#else + (void)wraparound; + (void)boundscheck; + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck, int unsafe_shared) { + CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); +#if CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + Py_ssize_t wrapped_i = i; + if (wraparound & unlikely(i < 0)) { + wrapped_i += PyTuple_GET_SIZE(o); + } + if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { + return __Pyx_NewRef(PyTuple_GET_ITEM(o, wrapped_i)); + } + return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); +#else + (void)wraparound; + (void)boundscheck; + return PySequence_GetItem(o, i); +#endif +} +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, + int wraparound, int boundscheck, int unsafe_shared) { + CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); +#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); + if ((CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS)) { + return __Pyx_PyList_GetItemRefFast(o, n, unsafe_shared); + } else if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { + return __Pyx_NewRef(PyList_GET_ITEM(o, n)); + } + } else + #if !CYTHON_AVOID_BORROWED_REFS + if (PyTuple_CheckExact(o)) { + Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); + if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { + return __Pyx_NewRef(PyTuple_GET_ITEM(o, n)); + } + } else + #endif +#endif +#if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY + { + PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping; + PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence; + if (!is_list && mm && mm->mp_subscript) { + PyObject *r, *key = PyLong_FromSsize_t(i); + if (unlikely(!key)) return NULL; + r = mm->mp_subscript(o, key); + Py_DECREF(key); + return r; + } + if (is_list || likely(sm && sm->sq_item)) { + if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) { + Py_ssize_t l = sm->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + return NULL; + PyErr_Clear(); + } + } + return sm->sq_item(o, i); + } + } +#else + if (is_list || !PyMapping_Check(o)) { + return PySequence_GetItem(o, i); + } +#endif + (void)wraparound; + (void)boundscheck; + return __Pyx_GetItemInt_Generic(o, PyLong_FromSsize_t(i)); +} + +/* ObjectGetItem */ +#if CYTHON_USE_TYPE_SLOTS +static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject *index) { + PyObject *runerr = NULL; + Py_ssize_t key_value; + key_value = __Pyx_PyIndex_AsSsize_t(index); + if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { + return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1, 1); + } + if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { + __Pyx_TypeName index_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(index)); + PyErr_Clear(); + PyErr_Format(PyExc_IndexError, + "cannot fit '" __Pyx_FMT_TYPENAME "' into an index-sized integer", index_type_name); + __Pyx_DECREF_TypeName(index_type_name); + } + return NULL; +} +static PyObject *__Pyx_PyObject_GetItem_Slow(PyObject *obj, PyObject *key) { + __Pyx_TypeName obj_type_name; + if (likely(PyType_Check(obj))) { + PyObject *meth = __Pyx_PyObject_GetAttrStrNoError(obj, __pyx_mstate_global->__pyx_n_u_class_getitem); + if (!meth) { + PyErr_Clear(); + } else { + PyObject *result = __Pyx_PyObject_CallOneArg(meth, key); + Py_DECREF(meth); + return result; + } + } + obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); + PyErr_Format(PyExc_TypeError, + "'" __Pyx_FMT_TYPENAME "' object is not subscriptable", obj_type_name); + __Pyx_DECREF_TypeName(obj_type_name); + return NULL; +} +static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject *key) { + PyTypeObject *tp = Py_TYPE(obj); + PyMappingMethods *mm = tp->tp_as_mapping; + PySequenceMethods *sm = tp->tp_as_sequence; + if (likely(mm && mm->mp_subscript)) { + return mm->mp_subscript(obj, key); + } + if (likely(sm && sm->sq_item)) { + return __Pyx_PyObject_GetIndex(obj, key); + } + return __Pyx_PyObject_GetItem_Slow(obj, key); +} +#endif + +/* RejectKeywords */ +static void __Pyx_RejectKeywords(const char* function_name, PyObject *kwds) { + PyObject *key = NULL; + if (CYTHON_METH_FASTCALL && likely(PyTuple_Check(kwds))) { + key = __Pyx_PySequence_ITEM(kwds, 0); + } else { +#if CYTHON_AVOID_BORROWED_REFS + PyObject *pos = NULL; +#else + Py_ssize_t pos = 0; +#endif +#if !CYTHON_COMPILING_IN_PYPY || defined(PyArg_ValidateKeywordArguments) + if (unlikely(!PyArg_ValidateKeywordArguments(kwds))) return; +#endif + __Pyx_PyDict_NextRef(kwds, &pos, &key, NULL); +#if CYTHON_AVOID_BORROWED_REFS + Py_XDECREF(pos); +#endif + } + if (likely(key)) { + PyErr_Format(PyExc_TypeError, + "%s() got an unexpected keyword argument '%U'", + function_name, key); + Py_DECREF(key); + } +} + +/* DivInt[Py_ssize_t] */ +static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b, int b_is_constant) { + Py_ssize_t q = a / b; + Py_ssize_t r = a - q*b; + Py_ssize_t adapt_python = (b_is_constant ? + ((r != 0) & ((r < 0) ^ (b < 0))) : + ((r != 0) & ((r ^ b) < 0)) + ); + return q - adapt_python; +} + +/* GetAttr3 */ +#if __PYX_LIMITED_VERSION_HEX < 0x030d0000 +static PyObject *__Pyx_GetAttr3Default(PyObject *d) { + __Pyx_PyThreadState_declare + __Pyx_PyThreadState_assign + if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError))) + return NULL; + __Pyx_PyErr_Clear(); + Py_INCREF(d); + return d; +} +#endif +static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) { + PyObject *r; +#if __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + int res = PyObject_GetOptionalAttr(o, n, &r); + return (res != 0) ? r : __Pyx_NewRef(d); +#else + #if CYTHON_USE_TYPE_SLOTS + if (likely(PyUnicode_Check(n))) { + r = __Pyx_PyObject_GetAttrStrNoError(o, n); + if (unlikely(!r) && likely(!PyErr_Occurred())) { + r = __Pyx_NewRef(d); + } + return r; + } + #endif + r = PyObject_GetAttr(o, n); + return (likely(r)) ? r : __Pyx_GetAttr3Default(d); +#endif +} + +/* PyDictVersioning (used by GetModuleGlobalName) */ +#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS +static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { + PyObject *dict = Py_TYPE(obj)->tp_dict; + return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; +} +static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { + PyObject **dictptr = NULL; + Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; + if (offset) { +#if CYTHON_COMPILING_IN_CPYTHON + dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); +#else + dictptr = _PyObject_GetDictPtr(obj); +#endif + } + return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; +} +static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { + PyObject *dict = Py_TYPE(obj)->tp_dict; + if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) + return 0; + return obj_dict_version == __Pyx_get_object_dict_version(obj); +} +#endif + +/* GetModuleGlobalName */ +#if CYTHON_USE_DICT_VERSIONS +static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) +#else +static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) +#endif +{ + PyObject *result; +#if CYTHON_COMPILING_IN_LIMITED_API + if (unlikely(!__pyx_m)) { + if (!PyErr_Occurred()) + PyErr_SetNone(PyExc_NameError); + return NULL; + } + result = PyObject_GetAttr(__pyx_m, name); + if (likely(result)) { + return result; + } + PyErr_Clear(); +#elif CYTHON_AVOID_BORROWED_REFS || CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS + if (unlikely(__Pyx_PyDict_GetItemRef(__pyx_mstate_global->__pyx_d, name, &result) == -1)) PyErr_Clear(); + __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return result; + } +#else + result = _PyDict_GetItem_KnownHash(__pyx_mstate_global->__pyx_d, name, ((PyASCIIObject *) name)->hash); + __PYX_UPDATE_DICT_CACHE(__pyx_mstate_global->__pyx_d, result, *dict_cached_value, *dict_version) + if (likely(result)) { + return __Pyx_NewRef(result); + } + PyErr_Clear(); +#endif + return __Pyx_GetBuiltinName(name); +} + +/* RaiseTooManyValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { + PyErr_Format(PyExc_ValueError, + "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); +} + +/* RaiseNeedMoreValuesToUnpack */ +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { + PyErr_Format(PyExc_ValueError, + "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack", + index, (index == 1) ? "" : "s"); +} + +/* RaiseNoneIterError */ +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +/* ExtTypeTest */ +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + __Pyx_TypeName obj_type_name; + __Pyx_TypeName type_name; + if (unlikely(!type)) { + PyErr_SetString(PyExc_SystemError, "Missing type object"); + return 0; + } + if (likely(__Pyx_TypeCheck(obj, type))) + return 1; + obj_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(obj)); + type_name = __Pyx_PyType_GetFullyQualifiedName(type); + PyErr_Format(PyExc_TypeError, + "Cannot convert " __Pyx_FMT_TYPENAME " to " __Pyx_FMT_TYPENAME, + obj_type_name, type_name); + __Pyx_DECREF_TypeName(obj_type_name); + __Pyx_DECREF_TypeName(type_name); + return 0; +} + +/* GetTopmostException (used by SaveResetException) */ +#if CYTHON_USE_EXC_INFO_STACK && CYTHON_FAST_THREAD_STATE +static _PyErr_StackItem * +__Pyx_PyErr_GetTopmostException(PyThreadState *tstate) +{ + _PyErr_StackItem *exc_info = tstate->exc_info; + while ((exc_info->exc_value == NULL || exc_info->exc_value == Py_None) && + exc_info->previous_item != NULL) + { + exc_info = exc_info->previous_item; + } + return exc_info; +} +#endif + +/* SaveResetException */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 + _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); + PyObject *exc_value = exc_info->exc_value; + if (exc_value == NULL || exc_value == Py_None) { + *value = NULL; + *type = NULL; + *tb = NULL; + } else { + *value = exc_value; + Py_INCREF(*value); + *type = (PyObject*) Py_TYPE(exc_value); + Py_INCREF(*type); + *tb = PyException_GetTraceback(exc_value); + } + #elif CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); + *type = exc_info->exc_type; + *value = exc_info->exc_value; + *tb = exc_info->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); + #else + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); + #endif +} +static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { + #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 + _PyErr_StackItem *exc_info = tstate->exc_info; + PyObject *tmp_value = exc_info->exc_value; + exc_info->exc_value = value; + Py_XDECREF(tmp_value); + Py_XDECREF(type); + Py_XDECREF(tb); + #else + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = type; + exc_info->exc_value = value; + exc_info->exc_traceback = tb; + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + #endif + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); + #endif +} +#endif + +/* GetException */ +#if CYTHON_FAST_THREAD_STATE +static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) +#else +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) +#endif +{ + PyObject *local_type = NULL, *local_value, *local_tb = NULL; +#if CYTHON_FAST_THREAD_STATE + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if PY_VERSION_HEX >= 0x030C0000 + local_value = tstate->current_exception; + tstate->current_exception = 0; + #else + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + #endif +#elif __PYX_LIMITED_VERSION_HEX > 0x030C0000 + local_value = PyErr_GetRaisedException(); +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif +#if __PYX_LIMITED_VERSION_HEX > 0x030C0000 + if (likely(local_value)) { + local_type = (PyObject*) Py_TYPE(local_value); + Py_INCREF(local_type); + local_tb = PyException_GetTraceback(local_value); + } +#else + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_FAST_THREAD_STATE + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + if (local_tb) { + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + } +#endif // __PYX_LIMITED_VERSION_HEX > 0x030C0000 + Py_XINCREF(local_tb); + Py_XINCREF(local_type); + Py_XINCREF(local_value); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_FAST_THREAD_STATE + #if CYTHON_USE_EXC_INFO_STACK + { + _PyErr_StackItem *exc_info = tstate->exc_info; + #if PY_VERSION_HEX >= 0x030B00a4 + tmp_value = exc_info->exc_value; + exc_info->exc_value = local_value; + tmp_type = NULL; + tmp_tb = NULL; + Py_XDECREF(local_type); + Py_XDECREF(local_tb); + #else + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = local_type; + exc_info->exc_value = local_value; + exc_info->exc_traceback = local_tb; + #endif + } + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + #endif + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#elif __PYX_LIMITED_VERSION_HEX >= 0x030b0000 + PyErr_SetHandledException(local_value); + Py_XDECREF(local_value); + Py_XDECREF(local_type); + Py_XDECREF(local_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +#if __PYX_LIMITED_VERSION_HEX <= 0x030C0000 +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +#endif +} + +/* SwapException */ +#if CYTHON_FAST_THREAD_STATE +static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + #if CYTHON_USE_EXC_INFO_STACK && PY_VERSION_HEX >= 0x030B00a4 + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_value = exc_info->exc_value; + exc_info->exc_value = *value; + if (tmp_value == NULL || tmp_value == Py_None) { + Py_XDECREF(tmp_value); + tmp_value = NULL; + tmp_type = NULL; + tmp_tb = NULL; + } else { + tmp_type = (PyObject*) Py_TYPE(tmp_value); + Py_INCREF(tmp_type); + #if CYTHON_COMPILING_IN_CPYTHON + tmp_tb = ((PyBaseExceptionObject*) tmp_value)->traceback; + Py_XINCREF(tmp_tb); + #else + tmp_tb = PyException_GetTraceback(tmp_value); + #endif + } + #elif CYTHON_USE_EXC_INFO_STACK + _PyErr_StackItem *exc_info = tstate->exc_info; + tmp_type = exc_info->exc_type; + tmp_value = exc_info->exc_value; + tmp_tb = exc_info->exc_traceback; + exc_info->exc_type = *type; + exc_info->exc_value = *value; + exc_info->exc_traceback = *tb; + #else + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; + #endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} +#else +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} +#endif + +/* HasAttr (used by ImportImpl) */ +#if __PYX_LIMITED_VERSION_HEX < 0x030d0000 +static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) { + PyObject *r; + if (unlikely(!PyUnicode_Check(n))) { + PyErr_SetString(PyExc_TypeError, + "hasattr(): attribute name must be string"); + return -1; + } + r = __Pyx_PyObject_GetAttrStrNoError(o, n); + if (!r) { + return (unlikely(PyErr_Occurred())) ? -1 : 0; + } else { + Py_DECREF(r); + return 1; + } +} +#endif + +/* ImportImpl (used by Import) */ +static int __Pyx__Import_GetModule(PyObject *qualname, PyObject **module) { + PyObject *imported_module = PyImport_GetModule(qualname); + if (unlikely(!imported_module)) { + *module = NULL; + if (PyErr_Occurred()) { + return -1; + } + return 0; + } + *module = imported_module; + return 1; +} +static int __Pyx__Import_Lookup(PyObject *qualname, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject **module) { + PyObject *imported_module; + PyObject *top_level_package_name; + Py_ssize_t i; + int status, module_found; + Py_ssize_t dot_index; + module_found = __Pyx__Import_GetModule(qualname, &imported_module); + if (unlikely(!module_found || module_found == -1)) { + *module = NULL; + return module_found; + } + if (imported_names) { + for (i = 0; i < len_imported_names; i++) { + PyObject *imported_name = imported_names[i]; +#if __PYX_LIMITED_VERSION_HEX < 0x030d0000 + int has_imported_attribute = PyObject_HasAttr(imported_module, imported_name); +#else + int has_imported_attribute = PyObject_HasAttrWithError(imported_module, imported_name); + if (unlikely(has_imported_attribute == -1)) goto error; +#endif + if (!has_imported_attribute) { + goto not_found; + } + } + *module = imported_module; + return 1; + } + dot_index = PyUnicode_FindChar(qualname, '.', 0, PY_SSIZE_T_MAX, 1); + if (dot_index == -1) { + *module = imported_module; + return 1; + } + if (unlikely(dot_index == -2)) goto error; + top_level_package_name = PyUnicode_Substring(qualname, 0, dot_index); + if (unlikely(!top_level_package_name)) goto error; + Py_DECREF(imported_module); + status = __Pyx__Import_GetModule(top_level_package_name, module); + Py_DECREF(top_level_package_name); + return status; +error: + Py_DECREF(imported_module); + *module = NULL; + return -1; +not_found: + Py_DECREF(imported_module); + *module = NULL; + return 0; +} +static PyObject *__Pyx__Import(PyObject *name, PyObject *const *imported_names, Py_ssize_t len_imported_names, PyObject *qualname, PyObject *moddict, int level) { + PyObject *module = 0; + PyObject *empty_dict = 0; + PyObject *from_list = 0; + int module_found; + if (!qualname) { + qualname = name; + } + module_found = __Pyx__Import_Lookup(qualname, imported_names, len_imported_names, &module); + if (likely(module_found == 1)) { + return module; + } else if (unlikely(module_found == -1)) { + return NULL; + } + empty_dict = PyDict_New(); + if (unlikely(!empty_dict)) + goto bad; + if (imported_names) { +#if CYTHON_COMPILING_IN_CPYTHON + from_list = __Pyx_PyList_FromArray(imported_names, len_imported_names); + if (unlikely(!from_list)) + goto bad; +#else + from_list = PyList_New(len_imported_names); + if (unlikely(!from_list)) goto bad; + for (Py_ssize_t i=0; i__pyx_d, level); +} + +/* FastTypeChecks */ +#if CYTHON_COMPILING_IN_CPYTHON +static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { + while (a) { + a = __Pyx_PyType_GetSlot(a, tp_base, PyTypeObject*); + if (a == b) + return 1; + } + return b == &PyBaseObject_Type; +} +static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { + PyObject *mro; + if (a == b) return 1; + mro = a->tp_mro; + if (likely(mro)) { + Py_ssize_t i, n; + n = PyTuple_GET_SIZE(mro); + for (i = 0; i < n; i++) { + if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) + return 1; + } + return 0; + } + return __Pyx_InBases(a, b); +} +static CYTHON_INLINE int __Pyx_IsAnySubtype2(PyTypeObject *cls, PyTypeObject *a, PyTypeObject *b) { + PyObject *mro; + if (cls == a || cls == b) return 1; + mro = cls->tp_mro; + if (likely(mro)) { + Py_ssize_t i, n; + n = PyTuple_GET_SIZE(mro); + for (i = 0; i < n; i++) { + PyObject *base = PyTuple_GET_ITEM(mro, i); + if (base == (PyObject *)a || base == (PyObject *)b) + return 1; + } + return 0; + } + return __Pyx_InBases(cls, a) || __Pyx_InBases(cls, b); +} +static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { + if (exc_type1) { + return __Pyx_IsAnySubtype2((PyTypeObject*)err, (PyTypeObject*)exc_type1, (PyTypeObject*)exc_type2); + } else { + return __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); + } +} +static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { + Py_ssize_t i, n; + assert(PyExceptionClass_Check(exc_type)); + n = PyTuple_GET_SIZE(tuple); + for (i=0; itp_as_sequence && type->tp_as_sequence->sq_repeat)) { + return type->tp_as_sequence->sq_repeat(seq, mul); + } else { + return __Pyx_PySequence_Multiply_Generic(seq, mul); + } +} +#endif + +/* PyObjectFormatAndDecref */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) { + if (unlikely(!s)) return NULL; + if (likely(PyUnicode_CheckExact(s))) return s; + return __Pyx_PyObject_FormatAndDecref(s, f); +} +static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) { + PyObject *result; + if (unlikely(!s)) return NULL; + result = PyObject_Format(s, f); + Py_DECREF(s); + return result; +} + +/* PyObjectFormat */ +#if CYTHON_USE_UNICODE_WRITER +static PyObject* __Pyx_PyObject_Format(PyObject* obj, PyObject* format_spec) { + int ret; + _PyUnicodeWriter writer; + if (likely(PyFloat_CheckExact(obj))) { + _PyUnicodeWriter_Init(&writer); + ret = _PyFloat_FormatAdvancedWriter( + &writer, + obj, + format_spec, 0, PyUnicode_GET_LENGTH(format_spec)); + } else if (likely(PyLong_CheckExact(obj))) { + _PyUnicodeWriter_Init(&writer); + ret = _PyLong_FormatAdvancedWriter( + &writer, + obj, + format_spec, 0, PyUnicode_GET_LENGTH(format_spec)); + } else { + return PyObject_Format(obj, format_spec); + } + if (unlikely(ret == -1)) { + _PyUnicodeWriter_Dealloc(&writer); + return NULL; + } + return _PyUnicodeWriter_Finish(&writer); +} +#endif + +/* SetItemInt */ +static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (unlikely(!j)) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, + int wraparound, int boundscheck, int unsafe_shared) { + CYTHON_MAYBE_UNUSED_VAR(unsafe_shared); +#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE && !CYTHON_AVOID_BORROWED_REFS + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); + if ((CYTHON_AVOID_THREAD_UNSAFE_BORROWED_REFS && !__Pyx_IS_UNIQUELY_REFERENCED(o, unsafe_shared))) { + Py_INCREF(v); + return PyList_SetItem(o, n, v); + } else if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o)))) { + PyObject* old; + Py_INCREF(v); + old = PyList_GET_ITEM(o, n); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 0; + } + } else +#endif +#if CYTHON_USE_TYPE_SLOTS && !CYTHON_COMPILING_IN_PYPY + { + PyMappingMethods *mm = Py_TYPE(o)->tp_as_mapping; + PySequenceMethods *sm = Py_TYPE(o)->tp_as_sequence; + if (!is_list && mm && mm->mp_ass_subscript) { + int r; + PyObject *key = PyLong_FromSsize_t(i); + if (unlikely(!key)) return -1; + r = mm->mp_ass_subscript(o, key, v); + Py_DECREF(key); + return r; + } + if (is_list || likely(sm && sm->sq_ass_item)) { + if (wraparound && unlikely(i < 0) && likely(sm->sq_length)) { + Py_ssize_t l = sm->sq_length(o); + if (likely(l >= 0)) { + i += l; + } else { + if (!PyErr_ExceptionMatches(PyExc_OverflowError)) + return -1; + PyErr_Clear(); + } + } + return sm->sq_ass_item(o, i, v); + } + } +#else + if (is_list || !PyMapping_Check(o)) { + return PySequence_SetItem(o, i, v); + } +#endif + (void)wraparound; + (void)boundscheck; + return __Pyx_SetItemInt_Generic(o, PyLong_FromSsize_t(i), v); +} + +/* RaiseUnboundLocalError */ +static void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +/* DivInt[long] */ +static CYTHON_INLINE long __Pyx_div_long(long a, long b, int b_is_constant) { + long q = a / b; + long r = a - q*b; + long adapt_python = (b_is_constant ? + ((r != 0) & ((r < 0) ^ (b < 0))) : + ((r != 0) & ((r ^ b) < 0)) + ); + return q - adapt_python; +} + +/* ReleaseUnknownGil */ +static __Pyx_UnknownThreadState __Pyx_SaveUnknownThread(void) { +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 + if (__Pyx_get_runtime_version() >= 0x030d0000) { + PyThreadState *ts = PyThreadState_Swap(NULL); + __Pyx_UnknownThreadState out = { ts, PyGILState_UNLOCKED }; + return out; + } else { + PyGILState_STATE gil_state = PyGILState_Ensure(); + PyThreadState *ts = PyEval_SaveThread(); + __Pyx_UnknownThreadState out = { ts, gil_state }; + return out; + } +#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + return PyThreadState_Swap(NULL); +#else + #if CYTHON_COMPILING_IN_PYPY || PY_VERSION_HEX < 0x030C0000 + if (PyGILState_Check()) + #else + if (_PyThreadState_UncheckedGet()) // UncheckedGet is a reliable check for the GIL from 3.12 upwards + #endif + { + return PyEval_SaveThread(); + } + return NULL; // Nothing to release - we don't have the GIL +#endif +} +static void __Pyx_RestoreUnknownThread(__Pyx_UnknownThreadState state) { +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 + if (!state.ts) return; + PyEval_RestoreThread(state.ts); + if (__Pyx_get_runtime_version() < 0x030d0000) { + PyGILState_Release(state.gil_state); + } +#else + if (state) { + PyEval_RestoreThread(state); + } +#endif +} +static CYTHON_INLINE int __Pyx_UnknownThreadStateDefinitelyHadGil(__Pyx_UnknownThreadState state) { + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 + return ((state.ts != NULL) && (__Pyx_get_runtime_version() >= 0x030d0000)); + #else + return state != NULL; + #endif +} +static CYTHON_INLINE int __Pyx_UnknownThreadStateMayHaveHadGil(__Pyx_UnknownThreadState state) { + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 + return state.ts != NULL; + #else + return state != NULL; + #endif +} + +/* ErrOccurredWithGIL */ +static CYTHON_INLINE int __Pyx_ErrOccurredWithGIL(void) { + int err; + PyGILState_STATE _save = PyGILState_Ensure(); + err = !!PyErr_Occurred(); + PyGILState_Release(_save); + return err; +} + +/* AllocateExtensionType */ +static PyObject *__Pyx_AllocateExtensionType(PyTypeObject *t, int is_final) { + if (is_final || likely(!__Pyx_PyType_HasFeature(t, Py_TPFLAGS_IS_ABSTRACT))) { + allocfunc alloc_func = __Pyx_PyType_GetSlot(t, tp_alloc, allocfunc); + return alloc_func(t, 0); + } else { + newfunc tp_new = __Pyx_PyType_TryGetSlot(&PyBaseObject_Type, tp_new, newfunc); + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 + if (!tp_new) { + PyObject *new_str = PyUnicode_FromString("__new__"); + if (likely(new_str)) { + PyObject *o = PyObject_CallMethodObjArgs((PyObject *)&PyBaseObject_Type, new_str, t, NULL); + Py_DECREF(new_str); + return o; + } else + return NULL; + } else + #endif + return tp_new(t, __pyx_mstate_global->__pyx_empty_tuple, 0); + } +} + +/* CallTypeTraverse */ +#if !CYTHON_USE_TYPE_SPECS || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x03090000) +#else +static int __Pyx_call_type_traverse(PyObject *o, int always_call, visitproc visit, void *arg) { + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x03090000 + if (__Pyx_get_runtime_version() < 0x03090000) return 0; + #endif + if (!always_call) { + PyTypeObject *base = __Pyx_PyObject_GetSlot(o, tp_base, PyTypeObject*); + unsigned long flags = PyType_GetFlags(base); + if (flags & Py_TPFLAGS_HEAPTYPE) { + return 0; + } + } + Py_VISIT((PyObject*)Py_TYPE(o)); + return 0; +} +#endif + +/* LimitedApiGetTypeDict (used by SetItemOnTypeDict) */ +#if CYTHON_COMPILING_IN_LIMITED_API +static Py_ssize_t __Pyx_GetTypeDictOffset(void) { + PyObject *tp_dictoffset_o; + Py_ssize_t tp_dictoffset; + tp_dictoffset_o = PyObject_GetAttrString((PyObject*)(&PyType_Type), "__dictoffset__"); + if (unlikely(!tp_dictoffset_o)) return -1; + tp_dictoffset = PyLong_AsSsize_t(tp_dictoffset_o); + Py_DECREF(tp_dictoffset_o); + if (unlikely(tp_dictoffset == 0)) { + PyErr_SetString( + PyExc_TypeError, + "'type' doesn't have a dictoffset"); + return -1; + } else if (unlikely(tp_dictoffset < 0)) { + PyErr_SetString( + PyExc_TypeError, + "'type' has an unexpected negative dictoffset. " + "Please report this as Cython bug"); + return -1; + } + return tp_dictoffset; +} +static PyObject *__Pyx_GetTypeDict(PyTypeObject *tp) { + static Py_ssize_t tp_dictoffset = 0; + if (unlikely(tp_dictoffset == 0)) { + tp_dictoffset = __Pyx_GetTypeDictOffset(); + if (unlikely(tp_dictoffset == -1 && PyErr_Occurred())) { + tp_dictoffset = 0; // try again next time? + return NULL; + } + } + return *(PyObject**)((char*)tp + tp_dictoffset); +} +#endif + +/* SetItemOnTypeDict (used by FixUpExtensionType) */ +static int __Pyx__SetItemOnTypeDict(PyTypeObject *tp, PyObject *k, PyObject *v) { + int result; + PyObject *tp_dict; +#if CYTHON_COMPILING_IN_LIMITED_API + tp_dict = __Pyx_GetTypeDict(tp); + if (unlikely(!tp_dict)) return -1; +#else + tp_dict = tp->tp_dict; +#endif + result = PyDict_SetItem(tp_dict, k, v); + if (likely(!result)) { + PyType_Modified(tp); + if (unlikely(PyObject_HasAttr(v, __pyx_mstate_global->__pyx_n_u_set_name))) { + PyObject *setNameResult = PyObject_CallMethodObjArgs(v, __pyx_mstate_global->__pyx_n_u_set_name, (PyObject *) tp, k, NULL); + if (!setNameResult) return -1; + Py_DECREF(setNameResult); + } + } + return result; +} + +/* FixUpExtensionType */ +static int __Pyx_fix_up_extension_type_from_spec(PyType_Spec *spec, PyTypeObject *type) { +#if __PYX_LIMITED_VERSION_HEX > 0x030900B1 + CYTHON_UNUSED_VAR(spec); + CYTHON_UNUSED_VAR(type); + CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); +#else + const PyType_Slot *slot = spec->slots; + int changed = 0; +#if !CYTHON_COMPILING_IN_LIMITED_API + while (slot && slot->slot && slot->slot != Py_tp_members) + slot++; + if (slot && slot->slot == Py_tp_members) { +#if !CYTHON_COMPILING_IN_CPYTHON + const +#endif // !CYTHON_COMPILING_IN_CPYTHON) + PyMemberDef *memb = (PyMemberDef*) slot->pfunc; + while (memb && memb->name) { + if (memb->name[0] == '_' && memb->name[1] == '_') { + if (strcmp(memb->name, "__weaklistoffset__") == 0) { + assert(memb->type == T_PYSSIZET); + assert(memb->flags == READONLY); + type->tp_weaklistoffset = memb->offset; + changed = 1; + } + else if (strcmp(memb->name, "__dictoffset__") == 0) { + assert(memb->type == T_PYSSIZET); + assert(memb->flags == READONLY); + type->tp_dictoffset = memb->offset; + changed = 1; + } +#if CYTHON_METH_FASTCALL + else if (strcmp(memb->name, "__vectorcalloffset__") == 0) { + assert(memb->type == T_PYSSIZET); + assert(memb->flags == READONLY); + type->tp_vectorcall_offset = memb->offset; + changed = 1; + } +#endif // CYTHON_METH_FASTCALL +#if !CYTHON_COMPILING_IN_PYPY + else if (strcmp(memb->name, "__module__") == 0) { + PyObject *descr; + assert(memb->type == T_OBJECT); + assert(memb->flags == 0 || memb->flags == READONLY); + descr = PyDescr_NewMember(type, memb); + if (unlikely(!descr)) + return -1; + int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr); + Py_DECREF(descr); + if (unlikely(set_item_result < 0)) { + return -1; + } + changed = 1; + } +#endif // !CYTHON_COMPILING_IN_PYPY + } + memb++; + } + } +#endif // !CYTHON_COMPILING_IN_LIMITED_API +#if !CYTHON_COMPILING_IN_PYPY + slot = spec->slots; + while (slot && slot->slot && slot->slot != Py_tp_getset) + slot++; + if (slot && slot->slot == Py_tp_getset) { + PyGetSetDef *getset = (PyGetSetDef*) slot->pfunc; + while (getset && getset->name) { + if (getset->name[0] == '_' && getset->name[1] == '_' && strcmp(getset->name, "__module__") == 0) { + PyObject *descr = PyDescr_NewGetSet(type, getset); + if (unlikely(!descr)) + return -1; + #if CYTHON_COMPILING_IN_LIMITED_API + PyObject *pyname = PyUnicode_FromString(getset->name); + if (unlikely(!pyname)) { + Py_DECREF(descr); + return -1; + } + int set_item_result = __Pyx_SetItemOnTypeDict(type, pyname, descr); + Py_DECREF(pyname); + #else + CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); + int set_item_result = PyDict_SetItem(type->tp_dict, PyDescr_NAME(descr), descr); + #endif + Py_DECREF(descr); + if (unlikely(set_item_result < 0)) { + return -1; + } + changed = 1; + } + ++getset; + } + } +#else + CYTHON_UNUSED_VAR(__Pyx__SetItemOnTypeDict); +#endif // !CYTHON_COMPILING_IN_PYPY + if (changed) + PyType_Modified(type); +#endif // PY_VERSION_HEX > 0x030900B1 + return 0; +} + +/* PyObjectCallNoArg (used by PyObjectCallMethod0) */ +static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { + PyObject *arg[2] = {NULL, NULL}; + return __Pyx_PyObject_FastCall(func, arg + 1, 0 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); +} + +/* PyObjectGetMethod (used by PyObjectCallMethod0) */ +#if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) +static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) { + PyObject *attr; +#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP + __Pyx_TypeName type_name; + PyTypeObject *tp = Py_TYPE(obj); + PyObject *descr; + descrgetfunc f = NULL; + PyObject **dictptr, *dict; + int meth_found = 0; + assert (*method == NULL); + if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) { + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; + } + if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) { + return 0; + } + descr = _PyType_Lookup(tp, name); + if (likely(descr != NULL)) { + Py_INCREF(descr); +#if defined(Py_TPFLAGS_METHOD_DESCRIPTOR) && Py_TPFLAGS_METHOD_DESCRIPTOR + if (__Pyx_PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_METHOD_DESCRIPTOR)) +#else + #ifdef __Pyx_CyFunction_USED + if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr))) + #else + if (likely(PyFunction_Check(descr) || __Pyx_IS_TYPE(descr, &PyMethodDescr_Type))) + #endif +#endif + { + meth_found = 1; + } else { + f = Py_TYPE(descr)->tp_descr_get; + if (f != NULL && PyDescr_IsData(descr)) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + } + } + dictptr = _PyObject_GetDictPtr(obj); + if (dictptr != NULL && (dict = *dictptr) != NULL) { + Py_INCREF(dict); + attr = __Pyx_PyDict_GetItemStr(dict, name); + if (attr != NULL) { + Py_INCREF(attr); + Py_DECREF(dict); + Py_XDECREF(descr); + goto try_unpack; + } + Py_DECREF(dict); + } + if (meth_found) { + *method = descr; + return 1; + } + if (f != NULL) { + attr = f(descr, obj, (PyObject *)Py_TYPE(obj)); + Py_DECREF(descr); + goto try_unpack; + } + if (likely(descr != NULL)) { + *method = descr; + return 0; + } + type_name = __Pyx_PyType_GetFullyQualifiedName(tp); + PyErr_Format(PyExc_AttributeError, + "'" __Pyx_FMT_TYPENAME "' object has no attribute '%U'", + type_name, name); + __Pyx_DECREF_TypeName(type_name); + return 0; +#else + attr = __Pyx_PyObject_GetAttrStr(obj, name); + goto try_unpack; +#endif +try_unpack: +#if CYTHON_UNPACK_METHODS + if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) { + PyObject *function = PyMethod_GET_FUNCTION(attr); + Py_INCREF(function); + Py_DECREF(attr); + *method = function; + return 1; + } +#endif + *method = attr; + return 0; +} +#endif + +/* PyObjectCallMethod0 (used by PyType_Ready) */ +static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) { +#if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)) + PyObject *args[1] = {obj}; + (void) __Pyx_PyObject_CallOneArg; + (void) __Pyx_PyObject_CallNoArg; + return PyObject_VectorcallMethod(method_name, args, 1 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); +#else + PyObject *method = NULL, *result = NULL; + int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); + if (likely(is_method)) { + result = __Pyx_PyObject_CallOneArg(method, obj); + Py_DECREF(method); + return result; + } + if (unlikely(!method)) goto bad; + result = __Pyx_PyObject_CallNoArg(method); + Py_DECREF(method); +bad: + return result; +#endif +} + +/* ValidateBasesTuple (used by PyType_Ready) */ +#if CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_LIMITED_API || CYTHON_USE_TYPE_SPECS +static int __Pyx_validate_bases_tuple(const char *type_name, Py_ssize_t dictoffset, PyObject *bases) { + Py_ssize_t i, n; +#if CYTHON_ASSUME_SAFE_SIZE + n = PyTuple_GET_SIZE(bases); +#else + n = PyTuple_Size(bases); + if (unlikely(n < 0)) return -1; +#endif + for (i = 1; i < n; i++) + { + PyTypeObject *b; +#if CYTHON_AVOID_BORROWED_REFS + PyObject *b0 = PySequence_GetItem(bases, i); + if (!b0) return -1; +#elif CYTHON_ASSUME_SAFE_MACROS + PyObject *b0 = PyTuple_GET_ITEM(bases, i); +#else + PyObject *b0 = PyTuple_GetItem(bases, i); + if (!b0) return -1; +#endif + b = (PyTypeObject*) b0; + if (!__Pyx_PyType_HasFeature(b, Py_TPFLAGS_HEAPTYPE)) + { + __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b); + PyErr_Format(PyExc_TypeError, + "base class '" __Pyx_FMT_TYPENAME "' is not a heap type", b_name); + __Pyx_DECREF_TypeName(b_name); +#if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(b0); +#endif + return -1; + } + if (dictoffset == 0) + { + Py_ssize_t b_dictoffset = 0; +#if CYTHON_USE_TYPE_SLOTS + b_dictoffset = b->tp_dictoffset; +#else + PyObject *py_b_dictoffset = PyObject_GetAttrString((PyObject*)b, "__dictoffset__"); + if (!py_b_dictoffset) goto dictoffset_return; + b_dictoffset = PyLong_AsSsize_t(py_b_dictoffset); + Py_DECREF(py_b_dictoffset); + if (b_dictoffset == -1 && PyErr_Occurred()) goto dictoffset_return; +#endif + if (b_dictoffset) { + { + __Pyx_TypeName b_name = __Pyx_PyType_GetFullyQualifiedName(b); + PyErr_Format(PyExc_TypeError, + "extension type '%.200s' has no __dict__ slot, " + "but base type '" __Pyx_FMT_TYPENAME "' has: " + "either add 'cdef dict __dict__' to the extension type " + "or add '__slots__ = [...]' to the base type", + type_name, b_name); + __Pyx_DECREF_TypeName(b_name); + } +#if !CYTHON_USE_TYPE_SLOTS + dictoffset_return: +#endif +#if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(b0); +#endif + return -1; + } + } +#if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(b0); +#endif + } + return 0; +} +#endif + +/* PyType_Ready */ +CYTHON_UNUSED static int __Pyx_PyType_HasMultipleInheritance(PyTypeObject *t) { + while (t) { + PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*); + if (bases) { + return 1; + } + t = __Pyx_PyType_GetSlot(t, tp_base, PyTypeObject*); + } + return 0; +} +static int __Pyx_PyType_Ready(PyTypeObject *t) { +#if CYTHON_USE_TYPE_SPECS || !CYTHON_COMPILING_IN_CPYTHON || defined(PYSTON_MAJOR_VERSION) + (void)__Pyx_PyObject_CallMethod0; +#if CYTHON_USE_TYPE_SPECS + (void)__Pyx_validate_bases_tuple; +#endif + return PyType_Ready(t); +#else + int r; + if (!__Pyx_PyType_HasMultipleInheritance(t)) { + return PyType_Ready(t); + } + PyObject *bases = __Pyx_PyType_GetSlot(t, tp_bases, PyObject*); + if (bases && unlikely(__Pyx_validate_bases_tuple(t->tp_name, t->tp_dictoffset, bases) == -1)) + return -1; +#if !defined(PYSTON_MAJOR_VERSION) + { + int gc_was_enabled; + #if PY_VERSION_HEX >= 0x030A00b1 + gc_was_enabled = PyGC_Disable(); + (void)__Pyx_PyObject_CallMethod0; + #else + PyObject *ret, *py_status; + PyObject *gc = NULL; + #if (!CYTHON_COMPILING_IN_PYPY || PYPY_VERSION_NUM+0 >= 0x07030400) &&\ + !CYTHON_COMPILING_IN_GRAAL + gc = PyImport_GetModule(__pyx_mstate_global->__pyx_kp_u_gc); + #endif + if (unlikely(!gc)) gc = PyImport_Import(__pyx_mstate_global->__pyx_kp_u_gc); + if (unlikely(!gc)) return -1; + py_status = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_isenabled); + if (unlikely(!py_status)) { + Py_DECREF(gc); + return -1; + } + gc_was_enabled = __Pyx_PyObject_IsTrue(py_status); + Py_DECREF(py_status); + if (gc_was_enabled > 0) { + ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_disable); + if (unlikely(!ret)) { + Py_DECREF(gc); + return -1; + } + Py_DECREF(ret); + } else if (unlikely(gc_was_enabled == -1)) { + Py_DECREF(gc); + return -1; + } + #endif + t->tp_flags |= Py_TPFLAGS_HEAPTYPE; +#if PY_VERSION_HEX >= 0x030A0000 + t->tp_flags |= Py_TPFLAGS_IMMUTABLETYPE; +#endif +#else + (void)__Pyx_PyObject_CallMethod0; +#endif + r = PyType_Ready(t); +#if !defined(PYSTON_MAJOR_VERSION) + t->tp_flags &= ~Py_TPFLAGS_HEAPTYPE; + #if PY_VERSION_HEX >= 0x030A00b1 + if (gc_was_enabled) + PyGC_Enable(); + #else + if (gc_was_enabled) { + PyObject *tp, *v, *tb; + PyErr_Fetch(&tp, &v, &tb); + ret = __Pyx_PyObject_CallMethod0(gc, __pyx_mstate_global->__pyx_kp_u_enable); + if (likely(ret || r == -1)) { + Py_XDECREF(ret); + PyErr_Restore(tp, v, tb); + } else { + Py_XDECREF(tp); + Py_XDECREF(v); + Py_XDECREF(tb); + r = -1; + } + } + Py_DECREF(gc); + #endif + } +#endif + return r; +#endif +} + +/* SetVTable */ +static int __Pyx_SetVtable(PyTypeObject *type, void *vtable) { + PyObject *ob = PyCapsule_New(vtable, 0, 0); + if (unlikely(!ob)) + goto bad; +#if CYTHON_COMPILING_IN_LIMITED_API + if (unlikely(PyObject_SetAttr((PyObject *) type, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0)) +#else + if (unlikely(PyDict_SetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable, ob) < 0)) +#endif + goto bad; + Py_DECREF(ob); + return 0; +bad: + Py_XDECREF(ob); + return -1; +} + +/* GetVTable (used by MergeVTables) */ +static void* __Pyx_GetVtable(PyTypeObject *type) { + void* ptr; +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *ob = PyObject_GetAttr((PyObject *)type, __pyx_mstate_global->__pyx_n_u_pyx_vtable); +#else + PyObject *ob = PyObject_GetItem(type->tp_dict, __pyx_mstate_global->__pyx_n_u_pyx_vtable); +#endif + if (!ob) + goto bad; + ptr = PyCapsule_GetPointer(ob, 0); + if (!ptr && !PyErr_Occurred()) + PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type"); + Py_DECREF(ob); + return ptr; +bad: + Py_XDECREF(ob); + return NULL; +} + +/* MergeVTables */ +static int __Pyx_MergeVtables(PyTypeObject *type) { + int i=0; + Py_ssize_t size; + void** base_vtables; + __Pyx_TypeName tp_base_name = NULL; + __Pyx_TypeName base_name = NULL; + void* unknown = (void*)-1; + PyObject* bases = __Pyx_PyType_GetSlot(type, tp_bases, PyObject*); + int base_depth = 0; + { + PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); + while (base) { + base_depth += 1; + base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*); + } + } + base_vtables = (void**) PyMem_Malloc(sizeof(void*) * (size_t)(base_depth + 1)); + base_vtables[0] = unknown; +#if CYTHON_COMPILING_IN_LIMITED_API + size = PyTuple_Size(bases); + if (size < 0) goto other_failure; +#else + size = PyTuple_GET_SIZE(bases); +#endif + for (i = 1; i < size; i++) { + PyObject *basei; + void* base_vtable; +#if CYTHON_AVOID_BORROWED_REFS + basei = PySequence_GetItem(bases, i); + if (unlikely(!basei)) goto other_failure; +#elif !CYTHON_ASSUME_SAFE_MACROS + basei = PyTuple_GetItem(bases, i); + if (unlikely(!basei)) goto other_failure; +#else + basei = PyTuple_GET_ITEM(bases, i); +#endif + base_vtable = __Pyx_GetVtable((PyTypeObject*)basei); +#if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(basei); +#endif + if (base_vtable != NULL) { + int j; + PyTypeObject* base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); + for (j = 0; j < base_depth; j++) { + if (base_vtables[j] == unknown) { + base_vtables[j] = __Pyx_GetVtable(base); + base_vtables[j + 1] = unknown; + } + if (base_vtables[j] == base_vtable) { + break; + } else if (base_vtables[j] == NULL) { + goto bad; + } + base = __Pyx_PyType_GetSlot(base, tp_base, PyTypeObject*); + } + } + } + PyErr_Clear(); + PyMem_Free(base_vtables); + return 0; +bad: + { + PyTypeObject* basei = NULL; + PyTypeObject* tp_base = __Pyx_PyType_GetSlot(type, tp_base, PyTypeObject*); + tp_base_name = __Pyx_PyType_GetFullyQualifiedName(tp_base); +#if CYTHON_AVOID_BORROWED_REFS + basei = (PyTypeObject*)PySequence_GetItem(bases, i); + if (unlikely(!basei)) goto really_bad; +#elif !CYTHON_ASSUME_SAFE_MACROS + basei = (PyTypeObject*)PyTuple_GetItem(bases, i); + if (unlikely(!basei)) goto really_bad; +#else + basei = (PyTypeObject*)PyTuple_GET_ITEM(bases, i); +#endif + base_name = __Pyx_PyType_GetFullyQualifiedName(basei); +#if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(basei); +#endif + } + PyErr_Format(PyExc_TypeError, + "multiple bases have vtable conflict: '" __Pyx_FMT_TYPENAME "' and '" __Pyx_FMT_TYPENAME "'", tp_base_name, base_name); +#if CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS +really_bad: // bad has failed! +#endif + __Pyx_DECREF_TypeName(tp_base_name); + __Pyx_DECREF_TypeName(base_name); +#if CYTHON_COMPILING_IN_LIMITED_API || CYTHON_AVOID_BORROWED_REFS || !CYTHON_ASSUME_SAFE_MACROS +other_failure: +#endif + PyMem_Free(base_vtables); + return -1; +} + +/* DelItemOnTypeDict (used by SetupReduce) */ +static int __Pyx__DelItemOnTypeDict(PyTypeObject *tp, PyObject *k) { + int result; + PyObject *tp_dict; +#if CYTHON_COMPILING_IN_LIMITED_API + tp_dict = __Pyx_GetTypeDict(tp); + if (unlikely(!tp_dict)) return -1; +#else + tp_dict = tp->tp_dict; +#endif + result = PyDict_DelItem(tp_dict, k); + if (likely(!result)) PyType_Modified(tp); + return result; +} + +/* SetupReduce */ +static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { + int ret; + PyObject *name_attr; + name_attr = __Pyx_PyObject_GetAttrStrNoError(meth, __pyx_mstate_global->__pyx_n_u_name_2); + if (likely(name_attr)) { + ret = PyObject_RichCompareBool(name_attr, name, Py_EQ); + } else { + ret = -1; + } + if (unlikely(ret < 0)) { + PyErr_Clear(); + ret = 0; + } + Py_XDECREF(name_attr); + return ret; +} +static int __Pyx_setup_reduce(PyObject* type_obj) { + int ret = 0; + PyObject *object_reduce = NULL; + PyObject *object_getstate = NULL; + PyObject *object_reduce_ex = NULL; + PyObject *reduce = NULL; + PyObject *reduce_ex = NULL; + PyObject *reduce_cython = NULL; + PyObject *setstate = NULL; + PyObject *setstate_cython = NULL; + PyObject *getstate = NULL; +#if CYTHON_USE_PYTYPE_LOOKUP + getstate = _PyType_Lookup((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_getstate); +#else + getstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_getstate); + if (!getstate && PyErr_Occurred()) { + goto __PYX_BAD; + } +#endif + if (getstate) { +#if CYTHON_USE_PYTYPE_LOOKUP + object_getstate = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate); +#else + object_getstate = __Pyx_PyObject_GetAttrStrNoError((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_getstate); + if (!object_getstate && PyErr_Occurred()) { + goto __PYX_BAD; + } +#endif + if (object_getstate != getstate) { + goto __PYX_GOOD; + } + } +#if CYTHON_USE_PYTYPE_LOOKUP + object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; +#else + object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD; +#endif + reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD; + if (reduce_ex == object_reduce_ex) { +#if CYTHON_USE_PYTYPE_LOOKUP + object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD; +#else + object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_mstate_global->__pyx_n_u_reduce); if (!object_reduce) goto __PYX_BAD; +#endif + reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_mstate_global->__pyx_n_u_reduce); if (unlikely(!reduce)) goto __PYX_BAD; + if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_mstate_global->__pyx_n_u_reduce_cython)) { + reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); + if (likely(reduce_cython)) { + ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; + ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD; + } else if (reduce == object_reduce || PyErr_Occurred()) { + goto __PYX_BAD; + } + setstate = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate); + if (!setstate) PyErr_Clear(); + if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_mstate_global->__pyx_n_u_setstate_cython)) { + setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); + if (likely(setstate_cython)) { + ret = __Pyx_SetItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; + ret = __Pyx_DelItemOnTypeDict((PyTypeObject*)type_obj, __pyx_mstate_global->__pyx_n_u_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD; + } else if (!setstate || PyErr_Occurred()) { + goto __PYX_BAD; + } + } + PyType_Modified((PyTypeObject*)type_obj); + } + } + goto __PYX_GOOD; +__PYX_BAD: + if (!PyErr_Occurred()) { + __Pyx_TypeName type_obj_name = + __Pyx_PyType_GetFullyQualifiedName((PyTypeObject*)type_obj); + PyErr_Format(PyExc_RuntimeError, + "Unable to initialize pickling for " __Pyx_FMT_TYPENAME, type_obj_name); + __Pyx_DECREF_TypeName(type_obj_name); + } + ret = -1; +__PYX_GOOD: +#if !CYTHON_USE_PYTYPE_LOOKUP + Py_XDECREF(object_reduce); + Py_XDECREF(object_reduce_ex); + Py_XDECREF(object_getstate); + Py_XDECREF(getstate); +#endif + Py_XDECREF(reduce); + Py_XDECREF(reduce_ex); + Py_XDECREF(reduce_cython); + Py_XDECREF(setstate); + Py_XDECREF(setstate_cython); + return ret; +} + +/* TypeImport */ +#ifndef __PYX_HAVE_RT_ImportType_3_2_5 +#define __PYX_HAVE_RT_ImportType_3_2_5 +static PyTypeObject *__Pyx_ImportType_3_2_5(PyObject *module, const char *module_name, const char *class_name, + size_t size, size_t alignment, enum __Pyx_ImportType_CheckSize_3_2_5 check_size) +{ + PyObject *result = 0; + Py_ssize_t basicsize; + Py_ssize_t itemsize; +#if defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) + PyObject *py_basicsize; + PyObject *py_itemsize; +#endif + result = PyObject_GetAttrString(module, class_name); + if (!result) + goto bad; + if (!PyType_Check(result)) { + PyErr_Format(PyExc_TypeError, + "%.200s.%.200s is not a type object", + module_name, class_name); + goto bad; + } +#if !( defined(Py_LIMITED_API) || (defined(CYTHON_COMPILING_IN_LIMITED_API) && CYTHON_COMPILING_IN_LIMITED_API) ) + basicsize = ((PyTypeObject *)result)->tp_basicsize; + itemsize = ((PyTypeObject *)result)->tp_itemsize; +#else + if (size == 0) { + return (PyTypeObject *)result; + } + py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); + if (!py_basicsize) + goto bad; + basicsize = PyLong_AsSsize_t(py_basicsize); + Py_DECREF(py_basicsize); + py_basicsize = 0; + if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) + goto bad; + py_itemsize = PyObject_GetAttrString(result, "__itemsize__"); + if (!py_itemsize) + goto bad; + itemsize = PyLong_AsSsize_t(py_itemsize); + Py_DECREF(py_itemsize); + py_itemsize = 0; + if (itemsize == (Py_ssize_t)-1 && PyErr_Occurred()) + goto bad; +#endif + if (itemsize) { + if (size % alignment) { + alignment = size % alignment; + } + if (itemsize < (Py_ssize_t)alignment) + itemsize = (Py_ssize_t)alignment; + } + if ((size_t)(basicsize + itemsize) < size) { + PyErr_Format(PyExc_ValueError, + "%.200s.%.200s size changed, may indicate binary incompatibility. " + "Expected %zd from C header, got %zd from PyObject", + module_name, class_name, size, basicsize+itemsize); + goto bad; + } + if (check_size == __Pyx_ImportType_CheckSize_Error_3_2_5 && + ((size_t)basicsize > size || (size_t)(basicsize + itemsize) < size)) { + PyErr_Format(PyExc_ValueError, + "%.200s.%.200s size changed, may indicate binary incompatibility. " + "Expected %zd from C header, got %zd-%zd from PyObject", + module_name, class_name, size, basicsize, basicsize+itemsize); + goto bad; + } + else if (check_size == __Pyx_ImportType_CheckSize_Warn_3_2_5 && (size_t)basicsize > size) { + if (PyErr_WarnFormat(NULL, 0, + "%.200s.%.200s size changed, may indicate binary incompatibility. " + "Expected %zd from C header, got %zd from PyObject", + module_name, class_name, size, basicsize) < 0) { + goto bad; + } + } + return (PyTypeObject *)result; +bad: + Py_XDECREF(result); + return NULL; +} +#endif + +/* dict_setdefault (used by FetchCommonType) */ +static CYTHON_INLINE PyObject *__Pyx_PyDict_SetDefault(PyObject *d, PyObject *key, PyObject *default_value) { + PyObject* value; +#if __PYX_LIMITED_VERSION_HEX >= 0x030F0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4) + PyDict_SetDefaultRef(d, key, default_value, &value); +#elif CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX >= 0x030C0000 + PyObject *args[] = {d, key, default_value}; + value = PyObject_VectorcallMethod(__pyx_mstate_global->__pyx_n_u_setdefault, args, 3 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); +#elif CYTHON_COMPILING_IN_LIMITED_API + value = PyObject_CallMethodObjArgs(d, __pyx_mstate_global->__pyx_n_u_setdefault, key, default_value, NULL); +#else + value = PyDict_SetDefault(d, key, default_value); + if (unlikely(!value)) return NULL; + Py_INCREF(value); +#endif + return value; +} + +/* AddModuleRef (used by FetchSharedCythonModule) */ +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + static PyObject *__Pyx_PyImport_AddModuleObjectRef(PyObject *name) { + PyObject *module_dict = PyImport_GetModuleDict(); + PyObject *m; + if (PyMapping_GetOptionalItem(module_dict, name, &m) < 0) { + return NULL; + } + if (m != NULL && PyModule_Check(m)) { + return m; + } + Py_XDECREF(m); + m = PyModule_NewObject(name); + if (m == NULL) + return NULL; + if (PyDict_CheckExact(module_dict)) { + PyObject *new_m; + (void)PyDict_SetDefaultRef(module_dict, name, m, &new_m); + Py_DECREF(m); + return new_m; + } else { + if (PyObject_SetItem(module_dict, name, m) != 0) { + Py_DECREF(m); + return NULL; + } + return m; + } + } + static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) { + PyObject *py_name = PyUnicode_FromString(name); + if (!py_name) return NULL; + PyObject *module = __Pyx_PyImport_AddModuleObjectRef(py_name); + Py_DECREF(py_name); + return module; + } +#elif __PYX_LIMITED_VERSION_HEX >= 0x030d0000 + #define __Pyx_PyImport_AddModuleRef(name) PyImport_AddModuleRef(name) +#else + static PyObject *__Pyx_PyImport_AddModuleRef(const char *name) { + PyObject *module = PyImport_AddModule(name); + Py_XINCREF(module); + return module; + } +#endif + +/* FetchSharedCythonModule (used by FetchCommonType) */ +static PyObject *__Pyx_FetchSharedCythonABIModule(void) { + return __Pyx_PyImport_AddModuleRef(__PYX_ABI_MODULE_NAME); +} + +/* FetchCommonType (used by CommonTypesMetaclass) */ +#if __PYX_LIMITED_VERSION_HEX < 0x030C0000 +static PyObject* __Pyx_PyType_FromMetaclass(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) { + PyObject *result = __Pyx_PyType_FromModuleAndSpec(module, spec, bases); + if (result && metaclass) { + PyObject *old_tp = (PyObject*)Py_TYPE(result); + Py_INCREF((PyObject*)metaclass); +#if __PYX_LIMITED_VERSION_HEX >= 0x03090000 + Py_SET_TYPE(result, metaclass); +#else + result->ob_type = metaclass; +#endif + Py_DECREF(old_tp); + } + return result; +} +#else +#define __Pyx_PyType_FromMetaclass(me, mo, s, b) PyType_FromMetaclass(me, mo, s, b) +#endif +static int __Pyx_VerifyCachedType(PyObject *cached_type, + const char *name, + Py_ssize_t expected_basicsize) { + Py_ssize_t basicsize; + if (!PyType_Check(cached_type)) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s is not a type object", name); + return -1; + } + if (expected_basicsize == 0) { + return 0; // size is inherited, nothing useful to check + } +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *py_basicsize; + py_basicsize = PyObject_GetAttrString(cached_type, "__basicsize__"); + if (unlikely(!py_basicsize)) return -1; + basicsize = PyLong_AsSsize_t(py_basicsize); + Py_DECREF(py_basicsize); + py_basicsize = NULL; + if (unlikely(basicsize == (Py_ssize_t)-1) && PyErr_Occurred()) return -1; +#else + basicsize = ((PyTypeObject*) cached_type)->tp_basicsize; +#endif + if (basicsize != expected_basicsize) { + PyErr_Format(PyExc_TypeError, + "Shared Cython type %.200s has the wrong size, try recompiling", + name); + return -1; + } + return 0; +} +static PyTypeObject *__Pyx_FetchCommonTypeFromSpec(PyTypeObject *metaclass, PyObject *module, PyType_Spec *spec, PyObject *bases) { + PyObject *abi_module = NULL, *cached_type = NULL, *abi_module_dict, *new_cached_type, *py_object_name; + int get_item_ref_result; + const char* object_name = strrchr(spec->name, '.'); + object_name = object_name ? object_name+1 : spec->name; + py_object_name = PyUnicode_FromString(object_name); + if (!py_object_name) return NULL; + abi_module = __Pyx_FetchSharedCythonABIModule(); + if (!abi_module) goto done; + abi_module_dict = PyModule_GetDict(abi_module); + if (!abi_module_dict) goto done; + get_item_ref_result = __Pyx_PyDict_GetItemRef(abi_module_dict, py_object_name, &cached_type); + if (get_item_ref_result == 1) { + if (__Pyx_VerifyCachedType( + cached_type, + object_name, + spec->basicsize) < 0) { + goto bad; + } + goto done; + } else if (unlikely(get_item_ref_result == -1)) { + goto bad; + } + cached_type = __Pyx_PyType_FromMetaclass( + metaclass, + CYTHON_USE_MODULE_STATE ? module : abi_module, + spec, bases); + if (unlikely(!cached_type)) goto bad; + if (unlikely(__Pyx_fix_up_extension_type_from_spec(spec, (PyTypeObject *) cached_type) < 0)) goto bad; + new_cached_type = __Pyx_PyDict_SetDefault(abi_module_dict, py_object_name, cached_type); + if (unlikely(new_cached_type != cached_type)) { + if (unlikely(!new_cached_type)) goto bad; + Py_DECREF(cached_type); + cached_type = new_cached_type; + if (__Pyx_VerifyCachedType( + cached_type, + object_name, + spec->basicsize) < 0) { + goto bad; + } + goto done; + } else { + Py_DECREF(new_cached_type); + } +done: + Py_XDECREF(abi_module); + Py_DECREF(py_object_name); + assert(cached_type == NULL || PyType_Check(cached_type)); + return (PyTypeObject *) cached_type; +bad: + Py_XDECREF(cached_type); + cached_type = NULL; + goto done; +} + +/* CommonTypesMetaclass (used by CythonFunctionShared) */ +static PyObject* __pyx_CommonTypesMetaclass_get_module(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED void* context) { + return PyUnicode_FromString(__PYX_ABI_MODULE_NAME); +} +#if __PYX_LIMITED_VERSION_HEX < 0x030A0000 +static PyObject* __pyx_CommonTypesMetaclass_call(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *args, CYTHON_UNUSED PyObject *kwds) { + PyErr_SetString(PyExc_TypeError, "Cannot instantiate Cython internal types"); + return NULL; +} +static int __pyx_CommonTypesMetaclass_setattr(CYTHON_UNUSED PyObject *self, CYTHON_UNUSED PyObject *attr, CYTHON_UNUSED PyObject *value) { + PyErr_SetString(PyExc_TypeError, "Cython internal types are immutable"); + return -1; +} +#endif +static PyGetSetDef __pyx_CommonTypesMetaclass_getset[] = { + {"__module__", __pyx_CommonTypesMetaclass_get_module, NULL, NULL, NULL}, + {0, 0, 0, 0, 0} +}; +static PyType_Slot __pyx_CommonTypesMetaclass_slots[] = { + {Py_tp_getset, (void *)__pyx_CommonTypesMetaclass_getset}, + #if __PYX_LIMITED_VERSION_HEX < 0x030A0000 + {Py_tp_call, (void*)__pyx_CommonTypesMetaclass_call}, + {Py_tp_new, (void*)__pyx_CommonTypesMetaclass_call}, + {Py_tp_setattro, (void*)__pyx_CommonTypesMetaclass_setattr}, + #endif + {0, 0} +}; +static PyType_Spec __pyx_CommonTypesMetaclass_spec = { + __PYX_TYPE_MODULE_PREFIX "_common_types_metatype", + 0, + 0, + Py_TPFLAGS_IMMUTABLETYPE | + Py_TPFLAGS_DISALLOW_INSTANTIATION | + Py_TPFLAGS_DEFAULT, + __pyx_CommonTypesMetaclass_slots +}; +static int __pyx_CommonTypesMetaclass_init(PyObject *module) { + __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module); + PyObject *bases = PyTuple_Pack(1, &PyType_Type); + if (unlikely(!bases)) { + return -1; + } + mstate->__pyx_CommonTypesMetaclassType = __Pyx_FetchCommonTypeFromSpec(NULL, module, &__pyx_CommonTypesMetaclass_spec, bases); + Py_DECREF(bases); + if (unlikely(mstate->__pyx_CommonTypesMetaclassType == NULL)) { + return -1; + } + return 0; +} + +/* PyMethodNew (used by CythonFunctionShared) */ +#if CYTHON_COMPILING_IN_LIMITED_API +static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) { + PyObject *result; + CYTHON_UNUSED_VAR(typ); + if (!self) + return __Pyx_NewRef(func); + #if __PYX_LIMITED_VERSION_HEX >= 0x030C0000 + { + PyObject *args[] = {func, self}; + result = PyObject_Vectorcall(__pyx_mstate_global->__Pyx_CachedMethodType, args, 2, NULL); + } + #else + result = PyObject_CallFunctionObjArgs(__pyx_mstate_global->__Pyx_CachedMethodType, func, self, NULL); + #endif + return result; +} +#else +static PyObject *__Pyx_PyMethod_New(PyObject *func, PyObject *self, PyObject *typ) { + CYTHON_UNUSED_VAR(typ); + if (!self) + return __Pyx_NewRef(func); + return PyMethod_New(func, self); +} +#endif + +/* PyVectorcallFastCallDict (used by CythonFunctionShared) */ +#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL +static PyObject *__Pyx_PyVectorcall_FastCallDict_kw(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw) +{ + PyObject *res = NULL; + PyObject *kwnames; + PyObject **newargs; + PyObject **kwvalues; + Py_ssize_t i; + #if CYTHON_AVOID_BORROWED_REFS + PyObject *pos; + #else + Py_ssize_t pos; + #endif + size_t j; + PyObject *key, *value; + unsigned long keys_are_strings; + #if !CYTHON_ASSUME_SAFE_SIZE + Py_ssize_t nkw = PyDict_Size(kw); + if (unlikely(nkw == -1)) return NULL; + #else + Py_ssize_t nkw = PyDict_GET_SIZE(kw); + #endif + newargs = (PyObject **)PyMem_Malloc((nargs + (size_t)nkw) * sizeof(args[0])); + if (unlikely(newargs == NULL)) { + PyErr_NoMemory(); + return NULL; + } + for (j = 0; j < nargs; j++) newargs[j] = args[j]; + kwnames = PyTuple_New(nkw); + if (unlikely(kwnames == NULL)) { + PyMem_Free(newargs); + return NULL; + } + kwvalues = newargs + nargs; + pos = 0; + i = 0; + keys_are_strings = Py_TPFLAGS_UNICODE_SUBCLASS; + while (__Pyx_PyDict_NextRef(kw, &pos, &key, &value)) { + keys_are_strings &= + #if CYTHON_COMPILING_IN_LIMITED_API + PyType_GetFlags(Py_TYPE(key)); + #else + Py_TYPE(key)->tp_flags; + #endif + #if !CYTHON_ASSUME_SAFE_MACROS + if (unlikely(PyTuple_SetItem(kwnames, i, key) < 0)) goto cleanup; + #else + PyTuple_SET_ITEM(kwnames, i, key); + #endif + kwvalues[i] = value; + i++; + } + if (unlikely(!keys_are_strings)) { + PyErr_SetString(PyExc_TypeError, "keywords must be strings"); + goto cleanup; + } + res = vc(func, newargs, nargs, kwnames); +cleanup: + #if CYTHON_AVOID_BORROWED_REFS + Py_DECREF(pos); + #endif + Py_DECREF(kwnames); + for (i = 0; i < nkw; i++) + Py_DECREF(kwvalues[i]); + PyMem_Free(newargs); + return res; +} +static CYTHON_INLINE PyObject *__Pyx_PyVectorcall_FastCallDict(PyObject *func, __pyx_vectorcallfunc vc, PyObject *const *args, size_t nargs, PyObject *kw) +{ + Py_ssize_t kw_size = + likely(kw == NULL) ? + 0 : +#if !CYTHON_ASSUME_SAFE_SIZE + PyDict_Size(kw); +#else + PyDict_GET_SIZE(kw); +#endif + if (kw_size == 0) { + return vc(func, args, nargs, NULL); + } +#if !CYTHON_ASSUME_SAFE_SIZE + else if (unlikely(kw_size == -1)) { + return NULL; + } +#endif + return __Pyx_PyVectorcall_FastCallDict_kw(func, vc, args, nargs, kw); +} +#endif + +/* CythonFunctionShared (used by CythonFunction) */ +#if CYTHON_COMPILING_IN_LIMITED_API +static CYTHON_INLINE int __Pyx__IsSameCyOrCFunctionNoMethod(PyObject *func, void (*cfunc)(void)) { + if (__Pyx_CyFunction_Check(func)) { + return PyCFunction_GetFunction(((__pyx_CyFunctionObject*)func)->func) == (PyCFunction) cfunc; + } else if (PyCFunction_Check(func)) { + return PyCFunction_GetFunction(func) == (PyCFunction) cfunc; + } + return 0; +} +static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) { + if ((PyObject*)Py_TYPE(func) == __pyx_mstate_global->__Pyx_CachedMethodType) { + int result; + PyObject *newFunc = PyObject_GetAttr(func, __pyx_mstate_global->__pyx_n_u_func); + if (unlikely(!newFunc)) { + PyErr_Clear(); // It's only an optimization, so don't throw an error + return 0; + } + result = __Pyx__IsSameCyOrCFunctionNoMethod(newFunc, cfunc); + Py_DECREF(newFunc); + return result; + } + return __Pyx__IsSameCyOrCFunctionNoMethod(func, cfunc); +} +#else +static CYTHON_INLINE int __Pyx__IsSameCyOrCFunction(PyObject *func, void (*cfunc)(void)) { + if (PyMethod_Check(func)) { + func = PyMethod_GET_FUNCTION(func); + } + return __Pyx_CyOrPyCFunction_Check(func) && __Pyx_CyOrPyCFunction_GET_FUNCTION(func) == (PyCFunction) cfunc; +} +#endif +static CYTHON_INLINE void __Pyx__CyFunction_SetClassObj(__pyx_CyFunctionObject* f, PyObject* classobj) { +#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API + __Pyx_Py_XDECREF_SET( + __Pyx_CyFunction_GetClassObj(f), + ((classobj) ? __Pyx_NewRef(classobj) : NULL)); +#else + __Pyx_Py_XDECREF_SET( + ((PyCMethodObject *) (f))->mm_class, + (PyTypeObject*)((classobj) ? __Pyx_NewRef(classobj) : NULL)); +#endif +} +static PyObject * +__Pyx_CyFunction_get_doc_locked(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_doc == NULL)) { +#if CYTHON_COMPILING_IN_LIMITED_API + op->func_doc = PyObject_GetAttrString(op->func, "__doc__"); + if (unlikely(!op->func_doc)) return NULL; +#else + if (((PyCFunctionObject*)op)->m_ml->ml_doc) { + op->func_doc = PyUnicode_FromString(((PyCFunctionObject*)op)->m_ml->ml_doc); + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } +#endif + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, void *closure) { + PyObject *result; + CYTHON_UNUSED_VAR(closure); + __Pyx_BEGIN_CRITICAL_SECTION(op); + result = __Pyx_CyFunction_get_doc_locked(op); + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, void *context) +{ + CYTHON_UNUSED_VAR(context); + if (value == NULL) { + value = Py_None; + } + Py_INCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->func_doc, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name_locked(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_name == NULL)) { +#if CYTHON_COMPILING_IN_LIMITED_API + op->func_name = PyObject_GetAttrString(op->func, "__name__"); +#else + op->func_name = PyUnicode_InternFromString(((PyCFunctionObject*)op)->m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, void *context) +{ + PyObject *result = NULL; + CYTHON_UNUSED_VAR(context); + __Pyx_BEGIN_CRITICAL_SECTION(op); + result = __Pyx_CyFunction_get_name_locked(op); + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, void *context) +{ + CYTHON_UNUSED_VAR(context); + if (unlikely(value == NULL || !PyUnicode_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + Py_INCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->func_name, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, void *context) +{ + CYTHON_UNUSED_VAR(context); + PyObject *result; + __Pyx_BEGIN_CRITICAL_SECTION(op); + Py_INCREF(op->func_qualname); + result = op->func_qualname; + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, void *context) +{ + CYTHON_UNUSED_VAR(context); + if (unlikely(value == NULL || !PyUnicode_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + Py_INCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->func_qualname, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, void *context) +{ + CYTHON_UNUSED_VAR(context); + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +#endif +static PyObject * +__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, void *context) +{ + CYTHON_UNUSED_VAR(context); + Py_INCREF(op->func_globals); + return op->func_globals; +} +static PyObject * +__Pyx_CyFunction_get_closure(__pyx_CyFunctionObject *op, void *context) +{ + CYTHON_UNUSED_VAR(op); + CYTHON_UNUSED_VAR(context); + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, void *context) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + CYTHON_UNUSED_VAR(context); + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + int result = 0; + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + #else + op->defaults_tuple = __Pyx_PySequence_ITEM(res, 0); + if (unlikely(!op->defaults_tuple)) result = -1; + else { + op->defaults_kwdict = __Pyx_PySequence_ITEM(res, 1); + if (unlikely(!op->defaults_kwdict)) result = -1; + } + #endif + Py_DECREF(res); + return result; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) { + CYTHON_UNUSED_VAR(context); + if (!value) { + value = Py_None; + } else if (unlikely(value != Py_None && !PyTuple_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__defaults__ will not " + "currently affect the values used in function calls", 1); + Py_INCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->defaults_tuple, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults_locked(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, void *context) { + PyObject* result = NULL; + CYTHON_UNUSED_VAR(context); + __Pyx_BEGIN_CRITICAL_SECTION(op); + result = __Pyx_CyFunction_get_defaults_locked(op); + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, void *context) { + CYTHON_UNUSED_VAR(context); + if (!value) { + value = Py_None; + } else if (unlikely(value != Py_None && !PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + PyErr_WarnEx(PyExc_RuntimeWarning, "changes to cyfunction.__kwdefaults__ will not " + "currently affect the values used in function calls", 1); + Py_INCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->defaults_kwdict, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults_locked(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (unlikely(__Pyx_CyFunction_init_defaults(op) < 0)) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, void *context) { + PyObject* result; + CYTHON_UNUSED_VAR(context); + __Pyx_BEGIN_CRITICAL_SECTION(op); + result = __Pyx_CyFunction_get_kwdefaults_locked(op); + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, void *context) { + CYTHON_UNUSED_VAR(context); + if (!value || value == Py_None) { + value = NULL; + } else if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + __Pyx_BEGIN_CRITICAL_SECTION(op); + __Pyx_Py_XDECREF_SET(op->func_annotations, value); + __Pyx_END_CRITICAL_SECTION(); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations_locked(__pyx_CyFunctionObject *op) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, void *context) { + PyObject *result; + CYTHON_UNUSED_VAR(context); + __Pyx_BEGIN_CRITICAL_SECTION(op); + result = __Pyx_CyFunction_get_annotations_locked(op); + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static PyObject * +__Pyx_CyFunction_get_is_coroutine_value(__pyx_CyFunctionObject *op) { + int is_coroutine = op->flags & __Pyx_CYFUNCTION_COROUTINE; + if (is_coroutine) { + PyObject *is_coroutine_value, *module, *fromlist, *marker = __pyx_mstate_global->__pyx_n_u_is_coroutine; + fromlist = PyList_New(1); + if (unlikely(!fromlist)) return NULL; + Py_INCREF(marker); +#if CYTHON_ASSUME_SAFE_MACROS + PyList_SET_ITEM(fromlist, 0, marker); +#else + if (unlikely(PyList_SetItem(fromlist, 0, marker) < 0)) { + Py_DECREF(fromlist); + return NULL; + } +#endif + module = PyImport_ImportModuleLevelObject(__pyx_mstate_global->__pyx_n_u_asyncio_coroutines, NULL, NULL, fromlist, 0); + Py_DECREF(fromlist); + if (unlikely(!module)) goto ignore; + is_coroutine_value = __Pyx_PyObject_GetAttrStr(module, marker); + Py_DECREF(module); + if (likely(is_coroutine_value)) { + return is_coroutine_value; + } +ignore: + PyErr_Clear(); + } + return __Pyx_PyBool_FromLong(is_coroutine); +} +static PyObject * +__Pyx_CyFunction_get_is_coroutine(__pyx_CyFunctionObject *op, void *context) { + PyObject *result; + CYTHON_UNUSED_VAR(context); + if (op->func_is_coroutine) { + return __Pyx_NewRef(op->func_is_coroutine); + } + result = __Pyx_CyFunction_get_is_coroutine_value(op); + if (unlikely(!result)) + return NULL; + __Pyx_BEGIN_CRITICAL_SECTION(op); + if (op->func_is_coroutine) { + Py_DECREF(result); + result = __Pyx_NewRef(op->func_is_coroutine); + } else { + op->func_is_coroutine = __Pyx_NewRef(result); + } + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static void __Pyx_CyFunction_raise_argument_count_error(__pyx_CyFunctionObject *func, const char* message, Py_ssize_t size) { +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL); + if (!py_name) return; + PyErr_Format(PyExc_TypeError, + "%.200S() %s (%" CYTHON_FORMAT_SSIZE_T "d given)", + py_name, message, size); + Py_DECREF(py_name); +#else + const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name; + PyErr_Format(PyExc_TypeError, + "%.200s() %s (%" CYTHON_FORMAT_SSIZE_T "d given)", + name, message, size); +#endif +} +static void __Pyx_CyFunction_raise_type_error(__pyx_CyFunctionObject *func, const char* message) { +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *py_name = __Pyx_CyFunction_get_name(func, NULL); + if (!py_name) return; + PyErr_Format(PyExc_TypeError, + "%.200S() %s", + py_name, message); + Py_DECREF(py_name); +#else + const char* name = ((PyCFunctionObject*)func)->m_ml->ml_name; + PyErr_Format(PyExc_TypeError, + "%.200s() %s", + name, message); +#endif +} +#if CYTHON_COMPILING_IN_LIMITED_API +static PyObject * +__Pyx_CyFunction_get_module(__pyx_CyFunctionObject *op, void *context) { + CYTHON_UNUSED_VAR(context); + return PyObject_GetAttrString(op->func, "__module__"); +} +static int +__Pyx_CyFunction_set_module(__pyx_CyFunctionObject *op, PyObject* value, void *context) { + CYTHON_UNUSED_VAR(context); + return PyObject_SetAttrString(op->func, "__module__", value); +} +#endif +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {"func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {"__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {"func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {"__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {"__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 + {"func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0}, + {"__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)PyObject_GenericSetDict, 0, 0}, +#else + {"func_dict", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0}, + {"__dict__", (getter)PyObject_GenericGetDict, (setter)PyObject_GenericSetDict, 0, 0}, +#endif + {"func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {"__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {"func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {"__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {"func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {"__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {"func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {"__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {"__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {"__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {"_is_coroutine", (getter)__Pyx_CyFunction_get_is_coroutine, 0, 0, 0}, +#if CYTHON_COMPILING_IN_LIMITED_API + {"__module__", (getter)__Pyx_CyFunction_get_module, (setter)__Pyx_CyFunction_set_module, 0, 0}, +#endif + {0, 0, 0, 0, 0} +}; +static PyMemberDef __pyx_CyFunction_members[] = { +#if !CYTHON_COMPILING_IN_LIMITED_API + {"__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), 0, 0}, +#endif +#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API + {"__dictoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_dict), READONLY, 0}, +#endif +#if CYTHON_METH_FASTCALL +#if CYTHON_COMPILING_IN_LIMITED_API + {"__vectorcalloffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_vectorcall), READONLY, 0}, +#else + {"__vectorcalloffset__", T_PYSSIZET, offsetof(PyCFunctionObject, vectorcall), READONLY, 0}, +#endif +#if CYTHON_COMPILING_IN_LIMITED_API + {"__weaklistoffset__", T_PYSSIZET, offsetof(__pyx_CyFunctionObject, func_weakreflist), READONLY, 0}, +#else + {"__weaklistoffset__", T_PYSSIZET, offsetof(PyCFunctionObject, m_weakreflist), READONLY, 0}, +#endif +#endif + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, PyObject *args) +{ + PyObject *result = NULL; + CYTHON_UNUSED_VAR(args); + __Pyx_BEGIN_CRITICAL_SECTION(m); + Py_INCREF(m->func_qualname); + result = m->func_qualname; + __Pyx_END_CRITICAL_SECTION(); + return result; +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +#if CYTHON_COMPILING_IN_LIMITED_API +#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist) +#else +#define __Pyx_CyFunction_weakreflist(cyfunc) (((PyCFunctionObject*)cyfunc)->m_weakreflist) +#endif +static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { +#if !CYTHON_COMPILING_IN_LIMITED_API + PyCFunctionObject *cf = (PyCFunctionObject*) op; +#endif + if (unlikely(op == NULL)) + return NULL; +#if CYTHON_COMPILING_IN_LIMITED_API + op->func = PyCFunction_NewEx(ml, (PyObject*)op, module); + if (unlikely(!op->func)) return NULL; +#endif + op->flags = flags; + __Pyx_CyFunction_weakreflist(op) = NULL; +#if !CYTHON_COMPILING_IN_LIMITED_API + cf->m_ml = ml; + cf->m_self = (PyObject *) op; +#endif + Py_XINCREF(closure); + op->func_closure = closure; +#if !CYTHON_COMPILING_IN_LIMITED_API + Py_XINCREF(module); + cf->m_module = module; +#endif +#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API + op->func_dict = NULL; +#endif + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; +#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API + op->func_classobj = NULL; +#else + ((PyCMethodObject*)op)->mm_class = NULL; +#endif + op->func_globals = globals; + Py_INCREF(op->func_globals); + Py_XINCREF(code); + op->func_code = code; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + op->func_is_coroutine = NULL; +#if CYTHON_METH_FASTCALL + switch (ml->ml_flags & (METH_VARARGS | METH_FASTCALL | METH_NOARGS | METH_O | METH_KEYWORDS | METH_METHOD)) { + case METH_NOARGS: + __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_NOARGS; + break; + case METH_O: + __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_O; + break; + case METH_METHOD | METH_FASTCALL | METH_KEYWORDS: + __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD; + break; + case METH_FASTCALL | METH_KEYWORDS: + __Pyx_CyFunction_func_vectorcall(op) = __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS; + break; + case METH_VARARGS | METH_KEYWORDS: + __Pyx_CyFunction_func_vectorcall(op) = NULL; + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction"); + Py_DECREF(op); + return NULL; + } +#endif + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); +#if CYTHON_COMPILING_IN_LIMITED_API + Py_CLEAR(m->func); +#else + Py_CLEAR(((PyCFunctionObject*)m)->m_module); +#endif +#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API + Py_CLEAR(m->func_dict); +#elif PY_VERSION_HEX < 0x030d0000 + _PyObject_ClearManagedDict((PyObject*)m); +#else + PyObject_ClearManagedDict((PyObject*)m); +#endif + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_globals); + Py_CLEAR(m->func_code); +#if PY_VERSION_HEX < 0x030900B1 || CYTHON_COMPILING_IN_LIMITED_API + Py_CLEAR(__Pyx_CyFunction_GetClassObj(m)); +#else + { + PyObject *cls = (PyObject*) ((PyCMethodObject *) (m))->mm_class; + ((PyCMethodObject *) (m))->mm_class = NULL; + Py_XDECREF(cls); + } +#endif + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + Py_CLEAR(m->func_is_coroutine); + Py_CLEAR(m->defaults); + return 0; +} +static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + if (__Pyx_CyFunction_weakreflist(m) != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + __Pyx_PyHeapTypeObject_GC_Del(m); +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + __Pyx__CyFunction_dealloc(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + { + int e = __Pyx_call_type_traverse((PyObject*)m, 1, visit, arg); + if (e) return e; + } + Py_VISIT(m->func_closure); +#if CYTHON_COMPILING_IN_LIMITED_API + Py_VISIT(m->func); +#else + Py_VISIT(((PyCFunctionObject*)m)->m_module); +#endif +#if PY_VERSION_HEX < 0x030C0000 || CYTHON_COMPILING_IN_LIMITED_API + Py_VISIT(m->func_dict); +#else + { + int e = +#if PY_VERSION_HEX < 0x030d0000 + _PyObject_VisitManagedDict +#else + PyObject_VisitManagedDict +#endif + ((PyObject*)m, visit, arg); + if (e != 0) return e; + } +#endif + __Pyx_VISIT_CONST(m->func_name); + __Pyx_VISIT_CONST(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_globals); + __Pyx_VISIT_CONST(m->func_code); + Py_VISIT(__Pyx_CyFunction_GetClassObj(m)); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + Py_VISIT(m->func_annotations); + Py_VISIT(m->func_is_coroutine); + Py_VISIT(m->defaults); + return 0; +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ + PyObject *repr; + __Pyx_BEGIN_CRITICAL_SECTION(op); + repr = PyUnicode_FromFormat("", + op->func_qualname, (void *)op); + __Pyx_END_CRITICAL_SECTION(); + return repr; +} +static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) { +#if CYTHON_COMPILING_IN_LIMITED_API + PyObject *f = ((__pyx_CyFunctionObject*)func)->func; + PyCFunction meth; + int flags; + meth = PyCFunction_GetFunction(f); + if (unlikely(!meth)) return NULL; + flags = PyCFunction_GetFlags(f); + if (unlikely(flags < 0)) return NULL; +#else + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = f->m_ml->ml_meth; + int flags = f->m_ml->ml_flags; +#endif + Py_ssize_t size; + switch (flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) { + case METH_VARARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)(void(*)(void))meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { +#if CYTHON_ASSUME_SAFE_SIZE + size = PyTuple_GET_SIZE(arg); +#else + size = PyTuple_Size(arg); + if (unlikely(size < 0)) return NULL; +#endif + if (likely(size == 0)) + return (*meth)(self, NULL); + __Pyx_CyFunction_raise_argument_count_error( + (__pyx_CyFunctionObject*)func, + "takes no arguments", size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL || PyDict_Size(kw) == 0)) { +#if CYTHON_ASSUME_SAFE_SIZE + size = PyTuple_GET_SIZE(arg); +#else + size = PyTuple_Size(arg); + if (unlikely(size < 0)) return NULL; +#endif + if (likely(size == 1)) { + PyObject *result, *arg0; + #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS + arg0 = PyTuple_GET_ITEM(arg, 0); + #else + arg0 = __Pyx_PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL; + #endif + result = (*meth)(self, arg0); + #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS) + Py_DECREF(arg0); + #endif + return result; + } + __Pyx_CyFunction_raise_argument_count_error( + (__pyx_CyFunctionObject*)func, + "takes exactly one argument", size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags for CyFunction"); + return NULL; + } + __Pyx_CyFunction_raise_type_error( + (__pyx_CyFunctionObject*)func, "takes no keyword arguments"); + return NULL; +} +static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyObject *self, *result; +#if CYTHON_COMPILING_IN_LIMITED_API + self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)func)->func); + if (unlikely(!self) && PyErr_Occurred()) return NULL; +#else + self = ((PyCFunctionObject*)func)->m_self; +#endif + result = __Pyx_CyFunction_CallMethod(func, self, arg, kw); + return result; +} +static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) { + PyObject *result; + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func; +#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL + __pyx_vectorcallfunc vc = __Pyx_CyFunction_func_vectorcall(cyfunc); + if (vc) { +#if CYTHON_ASSUME_SAFE_MACROS && CYTHON_ASSUME_SAFE_SIZE + return __Pyx_PyVectorcall_FastCallDict(func, vc, &PyTuple_GET_ITEM(args, 0), (size_t)PyTuple_GET_SIZE(args), kw); +#else + (void) &__Pyx_PyVectorcall_FastCallDict; + return PyVectorcall_Call(func, args, kw); +#endif + } +#endif + if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { + Py_ssize_t argc; + PyObject *new_args; + PyObject *self; +#if CYTHON_ASSUME_SAFE_SIZE + argc = PyTuple_GET_SIZE(args); +#else + argc = PyTuple_Size(args); + if (unlikely(argc < 0)) return NULL; +#endif + new_args = PyTuple_GetSlice(args, 1, argc); + if (unlikely(!new_args)) + return NULL; + self = PyTuple_GetItem(args, 0); + if (unlikely(!self)) { + Py_DECREF(new_args); + PyErr_Format(PyExc_TypeError, + "unbound method %.200S() needs an argument", + cyfunc->func_qualname); + return NULL; + } + result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw); + Py_DECREF(new_args); + } else { + result = __Pyx_CyFunction_Call(func, args, kw); + } + return result; +} +#if CYTHON_METH_FASTCALL && CYTHON_VECTORCALL +static CYTHON_INLINE int __Pyx_CyFunction_Vectorcall_CheckArgs(__pyx_CyFunctionObject *cyfunc, Py_ssize_t nargs, PyObject *kwnames) +{ + int ret = 0; + if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) { + if (unlikely(nargs < 1)) { + __Pyx_CyFunction_raise_type_error( + cyfunc, "needs an argument"); + return -1; + } + ret = 1; + } + if (unlikely(kwnames) && unlikely(__Pyx_PyTuple_GET_SIZE(kwnames))) { + __Pyx_CyFunction_raise_type_error( + cyfunc, "takes no keyword arguments"); + return -1; + } + return ret; +} +static PyObject * __Pyx_CyFunction_Vectorcall_NOARGS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) +{ + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; + Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); + PyObject *self; +#if CYTHON_COMPILING_IN_LIMITED_API + PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); + if (unlikely(!meth)) return NULL; +#else + PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; +#endif + switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) { + case 1: + self = args[0]; + args += 1; + nargs -= 1; + break; + case 0: +#if CYTHON_COMPILING_IN_LIMITED_API + self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); + if (unlikely(!self) && PyErr_Occurred()) return NULL; +#else + self = ((PyCFunctionObject*)cyfunc)->m_self; +#endif + break; + default: + return NULL; + } + if (unlikely(nargs != 0)) { + __Pyx_CyFunction_raise_argument_count_error( + cyfunc, "takes no arguments", nargs); + return NULL; + } + return meth(self, NULL); +} +static PyObject * __Pyx_CyFunction_Vectorcall_O(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) +{ + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; + Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); + PyObject *self; +#if CYTHON_COMPILING_IN_LIMITED_API + PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); + if (unlikely(!meth)) return NULL; +#else + PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; +#endif + switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, kwnames)) { + case 1: + self = args[0]; + args += 1; + nargs -= 1; + break; + case 0: +#if CYTHON_COMPILING_IN_LIMITED_API + self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); + if (unlikely(!self) && PyErr_Occurred()) return NULL; +#else + self = ((PyCFunctionObject*)cyfunc)->m_self; +#endif + break; + default: + return NULL; + } + if (unlikely(nargs != 1)) { + __Pyx_CyFunction_raise_argument_count_error( + cyfunc, "takes exactly one argument", nargs); + return NULL; + } + return meth(self, args[0]); +} +static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) +{ + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; + Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); + PyObject *self; +#if CYTHON_COMPILING_IN_LIMITED_API + PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); + if (unlikely(!meth)) return NULL; +#else + PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; +#endif + switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) { + case 1: + self = args[0]; + args += 1; + nargs -= 1; + break; + case 0: +#if CYTHON_COMPILING_IN_LIMITED_API + self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); + if (unlikely(!self) && PyErr_Occurred()) return NULL; +#else + self = ((PyCFunctionObject*)cyfunc)->m_self; +#endif + break; + default: + return NULL; + } + return ((__Pyx_PyCFunctionFastWithKeywords)(void(*)(void))meth)(self, args, nargs, kwnames); +} +static PyObject * __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD(PyObject *func, PyObject *const *args, size_t nargsf, PyObject *kwnames) +{ + __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *)func; + PyTypeObject *cls = (PyTypeObject *) __Pyx_CyFunction_GetClassObj(cyfunc); + Py_ssize_t nargs = PyVectorcall_NARGS(nargsf); + PyObject *self; +#if CYTHON_COMPILING_IN_LIMITED_API + PyCFunction meth = PyCFunction_GetFunction(cyfunc->func); + if (unlikely(!meth)) return NULL; +#else + PyCFunction meth = ((PyCFunctionObject*)cyfunc)->m_ml->ml_meth; +#endif + switch (__Pyx_CyFunction_Vectorcall_CheckArgs(cyfunc, nargs, NULL)) { + case 1: + self = args[0]; + args += 1; + nargs -= 1; + break; + case 0: +#if CYTHON_COMPILING_IN_LIMITED_API + self = PyCFunction_GetSelf(((__pyx_CyFunctionObject*)cyfunc)->func); + if (unlikely(!self) && PyErr_Occurred()) return NULL; +#else + self = ((PyCFunctionObject*)cyfunc)->m_self; +#endif + break; + default: + return NULL; + } + #if PY_VERSION_HEX < 0x030e00A6 + size_t nargs_value = (size_t) nargs; + #else + Py_ssize_t nargs_value = nargs; + #endif + return ((__Pyx_PyCMethod)(void(*)(void))meth)(self, cls, args, nargs_value, kwnames); +} +#endif +static PyType_Slot __pyx_CyFunctionType_slots[] = { + {Py_tp_dealloc, (void *)__Pyx_CyFunction_dealloc}, + {Py_tp_repr, (void *)__Pyx_CyFunction_repr}, + {Py_tp_call, (void *)__Pyx_CyFunction_CallAsMethod}, + {Py_tp_traverse, (void *)__Pyx_CyFunction_traverse}, + {Py_tp_clear, (void *)__Pyx_CyFunction_clear}, + {Py_tp_methods, (void *)__pyx_CyFunction_methods}, + {Py_tp_members, (void *)__pyx_CyFunction_members}, + {Py_tp_getset, (void *)__pyx_CyFunction_getsets}, + {Py_tp_descr_get, (void *)__Pyx_PyMethod_New}, + {0, 0}, +}; +static PyType_Spec __pyx_CyFunctionType_spec = { + __PYX_TYPE_MODULE_PREFIX "cython_function_or_method", + sizeof(__pyx_CyFunctionObject), + 0, +#ifdef Py_TPFLAGS_METHOD_DESCRIPTOR + Py_TPFLAGS_METHOD_DESCRIPTOR | +#endif +#if CYTHON_METH_FASTCALL +#if defined(Py_TPFLAGS_HAVE_VECTORCALL) + Py_TPFLAGS_HAVE_VECTORCALL | +#elif defined(_Py_TPFLAGS_HAVE_VECTORCALL) + _Py_TPFLAGS_HAVE_VECTORCALL | +#endif +#endif // CYTHON_METH_FASTCALL +#if PY_VERSION_HEX >= 0x030C0000 && !CYTHON_COMPILING_IN_LIMITED_API + Py_TPFLAGS_MANAGED_DICT | +#endif + Py_TPFLAGS_IMMUTABLETYPE | Py_TPFLAGS_DISALLOW_INSTANTIATION | + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE, + __pyx_CyFunctionType_slots +}; +static int __pyx_CyFunction_init(PyObject *module) { + __pyx_mstatetype *mstate = __Pyx_PyModule_GetState(module); + mstate->__pyx_CyFunctionType = __Pyx_FetchCommonTypeFromSpec( + mstate->__pyx_CommonTypesMetaclassType, module, &__pyx_CyFunctionType_spec, NULL); + if (unlikely(mstate->__pyx_CyFunctionType == NULL)) { + return -1; + } + return 0; +} +static CYTHON_INLINE PyObject *__Pyx_CyFunction_InitDefaults(PyObject *func, PyTypeObject *defaults_type) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyObject_CallObject((PyObject*)defaults_type, NULL); // _PyObject_New(defaults_type); + if (unlikely(!m->defaults)) + return NULL; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +/* CythonFunction */ +static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) { + PyObject *op = __Pyx_CyFunction_Init( + PyObject_GC_New(__pyx_CyFunctionObject, __pyx_mstate_global->__pyx_CyFunctionType), + ml, flags, qualname, closure, module, globals, code + ); + if (likely(op)) { + PyObject_GC_Track(op); + } + return op; +} + +/* CLineInTraceback (used by AddTraceback) */ +#if CYTHON_CLINE_IN_TRACEBACK && CYTHON_CLINE_IN_TRACEBACK_RUNTIME +#if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 +#define __Pyx_PyProbablyModule_GetDict(o) __Pyx_XNewRef(PyModule_GetDict(o)) +#elif !CYTHON_COMPILING_IN_CPYTHON || CYTHON_COMPILING_IN_CPYTHON_FREETHREADING +#define __Pyx_PyProbablyModule_GetDict(o) PyObject_GenericGetDict(o, NULL); +#else +PyObject* __Pyx_PyProbablyModule_GetDict(PyObject *o) { + PyObject **dict_ptr = _PyObject_GetDictPtr(o); + return dict_ptr ? __Pyx_XNewRef(*dict_ptr) : NULL; +} +#endif +static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { + PyObject *use_cline = NULL; + PyObject *ptype, *pvalue, *ptraceback; + PyObject *cython_runtime_dict; + CYTHON_MAYBE_UNUSED_VAR(tstate); + if (unlikely(!__pyx_mstate_global->__pyx_cython_runtime)) { + return c_line; + } + __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); + cython_runtime_dict = __Pyx_PyProbablyModule_GetDict(__pyx_mstate_global->__pyx_cython_runtime); + if (likely(cython_runtime_dict)) { + __PYX_PY_DICT_LOOKUP_IF_MODIFIED( + use_cline, cython_runtime_dict, + __Pyx_PyDict_SetDefault(cython_runtime_dict, __pyx_mstate_global->__pyx_n_u_cline_in_traceback, Py_False)) + } + if (use_cline == NULL || use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { + c_line = 0; + } + Py_XDECREF(use_cline); + Py_XDECREF(cython_runtime_dict); + __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); + return c_line; +} +#endif + +/* CodeObjectCache (used by AddTraceback) */ +static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { + int start = 0, mid = 0, end = count - 1; + if (end >= 0 && code_line > entries[end].code_line) { + return count; + } + while (start < end) { + mid = start + (end - start) / 2; + if (code_line < entries[mid].code_line) { + end = mid; + } else if (code_line > entries[mid].code_line) { + start = mid + 1; + } else { + return mid; + } + } + if (code_line <= entries[mid].code_line) { + return mid; + } else { + return mid + 1; + } +} +static __Pyx_CachedCodeObjectType *__pyx__find_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line) { + __Pyx_CachedCodeObjectType* code_object; + int pos; + if (unlikely(!code_line) || unlikely(!code_cache->entries)) { + return NULL; + } + pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line); + if (unlikely(pos >= code_cache->count) || unlikely(code_cache->entries[pos].code_line != code_line)) { + return NULL; + } + code_object = code_cache->entries[pos].code_object; + Py_INCREF(code_object); + return code_object; +} +static __Pyx_CachedCodeObjectType *__pyx_find_code_object(int code_line) { +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS + (void)__pyx__find_code_object; + return NULL; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just miss. +#else + struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache; +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + __pyx_nonatomic_int_type old_count = __pyx_atomic_incr_acq_rel(&code_cache->accessor_count); + if (old_count < 0) { + __pyx_atomic_decr_acq_rel(&code_cache->accessor_count); + return NULL; + } +#endif + __Pyx_CachedCodeObjectType *result = __pyx__find_code_object(code_cache, code_line); +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + __pyx_atomic_decr_acq_rel(&code_cache->accessor_count); +#endif + return result; +#endif +} +static void __pyx__insert_code_object(struct __Pyx_CodeObjectCache *code_cache, int code_line, __Pyx_CachedCodeObjectType* code_object) +{ + int pos, i; + __Pyx_CodeObjectCacheEntry* entries = code_cache->entries; + if (unlikely(!code_line)) { + return; + } + if (unlikely(!entries)) { + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); + if (likely(entries)) { + code_cache->entries = entries; + code_cache->max_count = 64; + code_cache->count = 1; + entries[0].code_line = code_line; + entries[0].code_object = code_object; + Py_INCREF(code_object); + } + return; + } + pos = __pyx_bisect_code_objects(code_cache->entries, code_cache->count, code_line); + if ((pos < code_cache->count) && unlikely(code_cache->entries[pos].code_line == code_line)) { + __Pyx_CachedCodeObjectType* tmp = entries[pos].code_object; + entries[pos].code_object = code_object; + Py_INCREF(code_object); + Py_DECREF(tmp); + return; + } + if (code_cache->count == code_cache->max_count) { + int new_max = code_cache->max_count + 64; + entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( + code_cache->entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry)); + if (unlikely(!entries)) { + return; + } + code_cache->entries = entries; + code_cache->max_count = new_max; + } + for (i=code_cache->count; i>pos; i--) { + entries[i] = entries[i-1]; + } + entries[pos].code_line = code_line; + entries[pos].code_object = code_object; + code_cache->count++; + Py_INCREF(code_object); +} +static void __pyx_insert_code_object(int code_line, __Pyx_CachedCodeObjectType* code_object) { +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING && !CYTHON_ATOMICS + (void)__pyx__insert_code_object; + return; // Most implementation should have atomics. But otherwise, don't make it thread-safe, just fail. +#else + struct __Pyx_CodeObjectCache *code_cache = &__pyx_mstate_global->__pyx_code_cache; +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + __pyx_nonatomic_int_type expected = 0; + if (!__pyx_atomic_int_cmp_exchange(&code_cache->accessor_count, &expected, INT_MIN)) { + return; + } +#endif + __pyx__insert_code_object(code_cache, code_line, code_object); +#if CYTHON_COMPILING_IN_CPYTHON_FREETHREADING + __pyx_atomic_sub(&code_cache->accessor_count, INT_MIN); +#endif +#endif +} + +/* AddTraceback */ +#include "compile.h" +#include "frameobject.h" +#include "traceback.h" +#if PY_VERSION_HEX >= 0x030b00a6 && !CYTHON_COMPILING_IN_LIMITED_API && !defined(PYPY_VERSION) + #ifndef Py_BUILD_CORE + #define Py_BUILD_CORE 1 + #endif + #include "internal/pycore_frame.h" +#endif +#if CYTHON_COMPILING_IN_LIMITED_API +static PyObject *__Pyx_PyCode_Replace_For_AddTraceback(PyObject *code, PyObject *scratch_dict, + PyObject *firstlineno, PyObject *name) { + PyObject *replace = NULL; + if (unlikely(PyDict_SetItemString(scratch_dict, "co_firstlineno", firstlineno))) return NULL; + if (unlikely(PyDict_SetItemString(scratch_dict, "co_name", name))) return NULL; + replace = PyObject_GetAttrString(code, "replace"); + if (likely(replace)) { + PyObject *result = PyObject_Call(replace, __pyx_mstate_global->__pyx_empty_tuple, scratch_dict); + Py_DECREF(replace); + return result; + } + PyErr_Clear(); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyObject *code_object = NULL, *py_py_line = NULL, *py_funcname = NULL, *dict = NULL; + PyObject *replace = NULL, *getframe = NULL, *frame = NULL; + PyObject *exc_type, *exc_value, *exc_traceback; + int success = 0; + if (c_line) { + c_line = __Pyx_CLineForTraceback(__Pyx_PyThreadState_Current, c_line); + } + PyErr_Fetch(&exc_type, &exc_value, &exc_traceback); + code_object = __pyx_find_code_object(c_line ? -c_line : py_line); + if (!code_object) { + code_object = Py_CompileString("_getframe()", filename, Py_eval_input); + if (unlikely(!code_object)) goto bad; + py_py_line = PyLong_FromLong(py_line); + if (unlikely(!py_py_line)) goto bad; + if (c_line) { + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + } else { + py_funcname = PyUnicode_FromString(funcname); + } + if (unlikely(!py_funcname)) goto bad; + dict = PyDict_New(); + if (unlikely(!dict)) goto bad; + { + PyObject *old_code_object = code_object; + code_object = __Pyx_PyCode_Replace_For_AddTraceback(code_object, dict, py_py_line, py_funcname); + Py_DECREF(old_code_object); + } + if (unlikely(!code_object)) goto bad; + __pyx_insert_code_object(c_line ? -c_line : py_line, code_object); + } else { + dict = PyDict_New(); + } + getframe = PySys_GetObject("_getframe"); + if (unlikely(!getframe)) goto bad; + if (unlikely(PyDict_SetItemString(dict, "_getframe", getframe))) goto bad; + frame = PyEval_EvalCode(code_object, dict, dict); + if (unlikely(!frame) || frame == Py_None) goto bad; + success = 1; + bad: + PyErr_Restore(exc_type, exc_value, exc_traceback); + Py_XDECREF(code_object); + Py_XDECREF(py_py_line); + Py_XDECREF(py_funcname); + Py_XDECREF(dict); + Py_XDECREF(replace); + if (success) { + PyTraceBack_Here( + (struct _frame*)frame); + } + Py_XDECREF(frame); +} +#else +static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( + const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = NULL; + PyObject *py_funcname = NULL; + if (c_line) { + py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); + if (!py_funcname) goto bad; + funcname = PyUnicode_AsUTF8(py_funcname); + if (!funcname) goto bad; + } + py_code = PyCode_NewEmpty(filename, funcname, py_line); + Py_XDECREF(py_funcname); + return py_code; +bad: + Py_XDECREF(py_funcname); + return NULL; +} +static void __Pyx_AddTraceback(const char *funcname, int c_line, + int py_line, const char *filename) { + PyCodeObject *py_code = 0; + PyFrameObject *py_frame = 0; + PyThreadState *tstate = __Pyx_PyThreadState_Current; + PyObject *ptype, *pvalue, *ptraceback; + if (c_line) { + c_line = __Pyx_CLineForTraceback(tstate, c_line); + } + py_code = __pyx_find_code_object(c_line ? -c_line : py_line); + if (!py_code) { + __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); + py_code = __Pyx_CreateCodeObjectForTraceback( + funcname, c_line, py_line, filename); + if (!py_code) { + /* If the code object creation fails, then we should clear the + fetched exception references and propagate the new exception */ + Py_XDECREF(ptype); + Py_XDECREF(pvalue); + Py_XDECREF(ptraceback); + goto bad; + } + __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); + __pyx_insert_code_object(c_line ? -c_line : py_line, py_code); + } + py_frame = PyFrame_New( + tstate, /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + __pyx_mstate_global->__pyx_d, /*PyObject *globals,*/ + 0 /*PyObject *locals*/ + ); + if (!py_frame) goto bad; + __Pyx_PyFrame_SetLineNumber(py_frame, py_line); + PyTraceBack_Here(py_frame); +bad: + Py_XDECREF(py_code); + Py_XDECREF(py_frame); +} +#endif + +/* MemviewRefcount */ +#include +#ifndef _Py_NO_RETURN +#define _Py_NO_RETURN +#endif +_Py_NO_RETURN +static void __pyx_fatalerror(const char *fmt, ...) { + va_list vargs; + char msg[200]; +#if PY_VERSION_HEX >= 0x030A0000 || defined(HAVE_STDARG_PROTOTYPES) + va_start(vargs, fmt); +#else + va_start(vargs); +#endif + vsnprintf(msg, 200, fmt, vargs); + va_end(vargs); + Py_FatalError(msg); +} +static CYTHON_INLINE int +__pyx_add_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count, + PyThread_type_lock lock) +{ + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)++; + PyThread_release_lock(lock); + return result; +} +static CYTHON_INLINE int +__pyx_sub_acquisition_count_locked(__pyx_atomic_int_type *acquisition_count, + PyThread_type_lock lock) +{ + int result; + PyThread_acquire_lock(lock, 1); + result = (*acquisition_count)--; + PyThread_release_lock(lock); + return result; +} +static CYTHON_INLINE void +__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno) +{ + __pyx_nonatomic_int_type old_acquisition_count; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (unlikely(!memview || (PyObject *) memview == Py_None)) { + return; + } + old_acquisition_count = __pyx_add_acquisition_count(memview); + if (unlikely(old_acquisition_count <= 0)) { + if (likely(old_acquisition_count == 0)) { + if (have_gil) { + Py_INCREF((PyObject *) memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_INCREF((PyObject *) memview); + PyGILState_Release(_gilstate); + } + } else { + __pyx_fatalerror("Acquisition count is %d (line %d)", + old_acquisition_count+1, lineno); + } + } +} +static CYTHON_INLINE void __Pyx_XCLEAR_MEMVIEW(__Pyx_memviewslice *memslice, + int have_gil, int lineno) { + __pyx_nonatomic_int_type old_acquisition_count; + struct __pyx_memoryview_obj *memview = memslice->memview; + if (unlikely(!memview || (PyObject *) memview == Py_None)) { + memslice->memview = NULL; + return; + } + old_acquisition_count = __pyx_sub_acquisition_count(memview); + memslice->data = NULL; + if (likely(old_acquisition_count > 1)) { + memslice->memview = NULL; + } else if (likely(old_acquisition_count == 1)) { + if (have_gil) { + Py_CLEAR(memslice->memview); + } else { + PyGILState_STATE _gilstate = PyGILState_Ensure(); + Py_CLEAR(memslice->memview); + PyGILState_Release(_gilstate); + } + } else { + __pyx_fatalerror("Acquisition count is %d (line %d)", + old_acquisition_count-1, lineno); + } +} + +/* MemviewSliceIsContig */ +static int +__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs, char order, int ndim) +{ + int i, index, step, start; + Py_ssize_t itemsize = mvs.memview->view.itemsize; + if (order == 'F') { + step = 1; + start = 0; + } else { + step = -1; + start = ndim - 1; + } + for (i = 0; i < ndim; i++) { + index = start + step * i; + if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize) + return 0; + itemsize *= mvs.shape[index]; + } + return 1; +} + +/* OverlappingSlices */ +static void +__pyx_get_array_memory_extents(__Pyx_memviewslice *slice, + void **out_start, void **out_end, + int ndim, size_t itemsize) +{ + char *start, *end; + int i; + start = end = slice->data; + for (i = 0; i < ndim; i++) { + Py_ssize_t stride = slice->strides[i]; + Py_ssize_t extent = slice->shape[i]; + if (extent == 0) { + *out_start = *out_end = start; + return; + } else { + if (stride > 0) + end += stride * (extent - 1); + else + start += stride * (extent - 1); + } + } + *out_start = start; + *out_end = end + itemsize; +} +static int +__pyx_slices_overlap(__Pyx_memviewslice *slice1, + __Pyx_memviewslice *slice2, + int ndim, size_t itemsize) +{ + void *start1, *end1, *start2, *end2; + __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize); + __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize); + return (start1 < end2) && (start2 < end1); +} + +/* MemviewSliceInit */ +static int +__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview, + int ndim, + __Pyx_memviewslice *memviewslice, + int memview_is_new_reference) +{ + __Pyx_RefNannyDeclarations + int i, retval=-1; + Py_buffer *buf = &memview->view; + __Pyx_RefNannySetupContext("init_memviewslice", 0); + if (unlikely(memviewslice->memview || memviewslice->data)) { + PyErr_SetString(PyExc_ValueError, + "memviewslice is already initialized!"); + goto fail; + } + if (buf->strides) { + for (i = 0; i < ndim; i++) { + memviewslice->strides[i] = buf->strides[i]; + } + } else { + Py_ssize_t stride = buf->itemsize; + for (i = ndim - 1; i >= 0; i--) { + memviewslice->strides[i] = stride; + stride *= buf->shape[i]; + } + } + for (i = 0; i < ndim; i++) { + memviewslice->shape[i] = buf->shape[i]; + if (buf->suboffsets) { + memviewslice->suboffsets[i] = buf->suboffsets[i]; + } else { + memviewslice->suboffsets[i] = -1; + } + } + memviewslice->memview = memview; + memviewslice->data = (char *)buf->buf; + if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) { + Py_INCREF((PyObject*)memview); + } + retval = 0; + goto no_fail; +fail: + memviewslice->memview = 0; + memviewslice->data = 0; + retval = -1; +no_fail: + __Pyx_RefNannyFinishContext(); + return retval; +} + +/* SliceMemoryviewSlice */ +static void __pyx_memoryview_slice_memviewslice_err_dim(PyObject *error, const char* msg, int dim) { + PyGILState_STATE gilstate = PyGILState_Ensure(); + PyErr_Format(error, msg, dim); + PyGILState_Release(gilstate); +} +static CYTHON_INLINE int __pyx_memoryview_slice_memviewslice( + __Pyx_memviewslice *dst, + Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset, + int dim, int new_ndim, int *suboffset_dim, + Py_ssize_t start, Py_ssize_t stop, Py_ssize_t step, + int have_start, int have_stop, int have_step, + int is_slice) { + if (!is_slice) { + if (start < 0) { + start += shape; + } + if (unlikely(!(0 <= start && start < shape))) { + __pyx_memoryview_slice_memviewslice_err_dim(PyExc_IndexError, "Index out of bounds (axis %d)", dim); + return -1; + } + } else { + int negative_step; + if (have_step) { + negative_step = step < 0; + if (unlikely(step == 0)) { + __pyx_memoryview_slice_memviewslice_err_dim(PyExc_ValueError, "Step may not be zero (axis %d)", dim); + return -1; + } + } else { + negative_step = 0; + step = 1; + } + if (have_start) { + if (start < 0) { + start += shape; + if (start < 0) { + start = 0; + } + } else if (start >= shape) { + start = negative_step ? (shape - 1) : shape; + } + } else { + start = negative_step ? (shape - 1) : 0; + } + if (have_stop) { + if (stop < 0) { + stop += shape; + if (stop < 0) { + stop = 0; + } + } else if (stop > shape) { + stop = shape; + } + } else { + stop = negative_step ? -1 : shape; + } + Py_ssize_t new_shape = (stop - start) / step; + if ((stop - start) - step * new_shape) { + ++new_shape; + } + if (new_shape < 0) { + new_shape = 0; + } + dst->strides[new_ndim] = stride * step; + dst->shape[new_ndim] = new_shape; + dst->suboffsets[new_ndim] = suboffset; + } + if (suboffset_dim[0] < 0) { + dst->data += start * stride; + } else { + dst->suboffsets[suboffset_dim[0]] += start * stride; + } + if (suboffset >= 0) { + if (!is_slice) { + if (likely(new_ndim == 0)) { + dst->data = ((char **)(dst->data))[0] + suboffset; + } else { + __pyx_memoryview_slice_memviewslice_err_dim( + PyExc_IndexError, + "All dimensions preceding dimension %d must be indexed and not sliced", + dim); + return -1; + } + } else { + suboffset_dim[0] = new_ndim; + } + } + return 0; +} + +/* IsLittleEndian (used by BufferFormatCheck) */ +static CYTHON_INLINE int __Pyx_Is_Little_Endian(void) +{ + union { + uint32_t u32; + uint8_t u8[4]; + } S; + S.u32 = 0x01020304; + return S.u8[0] == 4; +} + +/* BufferFormatCheck (used by MemviewSliceValidateAndInit) */ +static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, + __Pyx_BufFmt_StackElem* stack, + const __Pyx_TypeInfo* type) { + stack[0].field = &ctx->root; + stack[0].parent_offset = 0; + ctx->root.type = type; + ctx->root.name = "buffer dtype"; + ctx->root.offset = 0; + ctx->head = stack; + ctx->head->field = &ctx->root; + ctx->fmt_offset = 0; + ctx->head->parent_offset = 0; + ctx->new_packmode = '@'; + ctx->enc_packmode = '@'; + ctx->new_count = 1; + ctx->enc_count = 0; + ctx->enc_type = 0; + ctx->is_complex = 0; + ctx->is_valid_array = 0; + ctx->struct_alignment = 0; + while (type->typegroup == 'S') { + ++ctx->head; + ctx->head->field = type->fields; + ctx->head->parent_offset = 0; + type = type->fields->type; + } +} +static int __Pyx_BufFmt_ParseNumber(const char** ts) { + int count; + const char* t = *ts; + if (*t < '0' || *t > '9') { + return -1; + } else { + count = *t++ - '0'; + while (*t >= '0' && *t <= '9') { + count *= 10; + count += *t++ - '0'; + } + } + *ts = t; + return count; +} +static int __Pyx_BufFmt_ExpectNumber(const char **ts) { + int number = __Pyx_BufFmt_ParseNumber(ts); + if (number == -1) + PyErr_Format(PyExc_ValueError,\ + "Does not understand character buffer dtype format string ('%c')", **ts); + return number; +} +static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { + PyErr_Format(PyExc_ValueError, + "Unexpected format string character: '%c'", ch); +} +static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) { + switch (ch) { + case '?': return "'bool'"; + case 'c': return "'char'"; + case 'b': return "'signed char'"; + case 'B': return "'unsigned char'"; + case 'h': return "'short'"; + case 'H': return "'unsigned short'"; + case 'i': return "'int'"; + case 'I': return "'unsigned int'"; + case 'l': return "'long'"; + case 'L': return "'unsigned long'"; + case 'q': return "'long long'"; + case 'Q': return "'unsigned long long'"; + case 'f': return (is_complex ? "'complex float'" : "'float'"); + case 'd': return (is_complex ? "'complex double'" : "'double'"); + case 'g': return (is_complex ? "'complex long double'" : "'long double'"); + case 'T': return "a struct"; + case 'O': return "Python object"; + case 'P': return "a pointer"; + case 's': case 'p': return "a string"; + case 0: return "end"; + default: return "unparsable format string"; + } +} +static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) { + switch (ch) { + case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; + case 'h': case 'H': return 2; + case 'i': case 'I': case 'l': case 'L': return 4; + case 'q': case 'Q': return 8; + case 'f': return (is_complex ? 8 : 4); + case 'd': return (is_complex ? 16 : 8); + case 'g': { + PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g').."); + return 0; + } + case 'O': case 'P': return sizeof(void*); + default: + __Pyx_BufFmt_RaiseUnexpectedChar(ch); + return 0; + } +} +static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { + switch (ch) { + case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; + case 'h': case 'H': return sizeof(short); + case 'i': case 'I': return sizeof(int); + case 'l': case 'L': return sizeof(long); + case 'q': case 'Q': return sizeof(PY_LONG_LONG); + case 'f': return sizeof(float) * (is_complex ? 2 : 1); + case 'd': return sizeof(double) * (is_complex ? 2 : 1); + case 'g': return sizeof(long double) * (is_complex ? 2 : 1); + case 'O': case 'P': return sizeof(void*); + default: { + __Pyx_BufFmt_RaiseUnexpectedChar(ch); + return 0; + } + } +} +typedef struct { char c; short x; } __Pyx_st_short; +typedef struct { char c; int x; } __Pyx_st_int; +typedef struct { char c; long x; } __Pyx_st_long; +typedef struct { char c; float x; } __Pyx_st_float; +typedef struct { char c; double x; } __Pyx_st_double; +typedef struct { char c; long double x; } __Pyx_st_longdouble; +typedef struct { char c; void *x; } __Pyx_st_void_p; +typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong; +static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, int is_complex) { + CYTHON_UNUSED_VAR(is_complex); + switch (ch) { + case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; + case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short); + case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int); + case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long); + case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG); + case 'f': return sizeof(__Pyx_st_float) - sizeof(float); + case 'd': return sizeof(__Pyx_st_double) - sizeof(double); + case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double); + case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*); + default: + __Pyx_BufFmt_RaiseUnexpectedChar(ch); + return 0; + } +} +/* These are for computing the padding at the end of the struct to align + on the first member of the struct. This will probably the same as above, + but we don't have any guarantees. + */ +typedef struct { short x; char c; } __Pyx_pad_short; +typedef struct { int x; char c; } __Pyx_pad_int; +typedef struct { long x; char c; } __Pyx_pad_long; +typedef struct { float x; char c; } __Pyx_pad_float; +typedef struct { double x; char c; } __Pyx_pad_double; +typedef struct { long double x; char c; } __Pyx_pad_longdouble; +typedef struct { void *x; char c; } __Pyx_pad_void_p; +typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong; +static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, int is_complex) { + CYTHON_UNUSED_VAR(is_complex); + switch (ch) { + case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; + case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short); + case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int); + case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long); + case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG); + case 'f': return sizeof(__Pyx_pad_float) - sizeof(float); + case 'd': return sizeof(__Pyx_pad_double) - sizeof(double); + case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double); + case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*); + default: + __Pyx_BufFmt_RaiseUnexpectedChar(ch); + return 0; + } +} +static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { + switch (ch) { + case 'c': + return 'H'; + case 'b': case 'h': case 'i': + case 'l': case 'q': case 's': case 'p': + return 'I'; + case '?': case 'B': case 'H': case 'I': case 'L': case 'Q': + return 'U'; + case 'f': case 'd': case 'g': + return (is_complex ? 'C' : 'R'); + case 'O': + return 'O'; + case 'P': + return 'P'; + default: { + __Pyx_BufFmt_RaiseUnexpectedChar(ch); + return 0; + } + } +} +static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) { + if (ctx->head == NULL || ctx->head->field == &ctx->root) { + const char* expected; + const char* quote; + if (ctx->head == NULL) { + expected = "end"; + quote = ""; + } else { + expected = ctx->head->field->type->name; + quote = "'"; + } + PyErr_Format(PyExc_ValueError, + "Buffer dtype mismatch, expected %s%s%s but got %s", + quote, expected, quote, + __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex)); + } else { + const __Pyx_StructField* field = ctx->head->field; + const __Pyx_StructField* parent = (ctx->head - 1)->field; + PyErr_Format(PyExc_ValueError, + "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'", + field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex), + parent->type->name, field->name); + } +} +static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) { + char group; + size_t size, offset, arraysize = 1; + if (ctx->enc_type == 0) return 0; + if (ctx->head->field->type->arraysize[0]) { + int i, ndim = 0; + if (ctx->enc_type == 's' || ctx->enc_type == 'p') { + ctx->is_valid_array = ctx->head->field->type->ndim == 1; + ndim = 1; + if (ctx->enc_count != ctx->head->field->type->arraysize[0]) { + PyErr_Format(PyExc_ValueError, + "Expected a dimension of size %zu, got %zu", + ctx->head->field->type->arraysize[0], ctx->enc_count); + return -1; + } + } + if (!ctx->is_valid_array) { + PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d", + ctx->head->field->type->ndim, ndim); + return -1; + } + for (i = 0; i < ctx->head->field->type->ndim; i++) { + arraysize *= ctx->head->field->type->arraysize[i]; + } + ctx->is_valid_array = 0; + ctx->enc_count = 1; + } + group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex); + do { + const __Pyx_StructField* field = ctx->head->field; + const __Pyx_TypeInfo* type = field->type; + if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') { + size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex); + } else { + size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex); + } + if (ctx->enc_packmode == '@') { + size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex); + size_t align_mod_offset; + if (align_at == 0) return -1; + align_mod_offset = ctx->fmt_offset % align_at; + if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset; + if (ctx->struct_alignment == 0) + ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type, + ctx->is_complex); + } + if (type->size != size || type->typegroup != group) { + if (type->typegroup == 'C' && type->fields != NULL) { + size_t parent_offset = ctx->head->parent_offset + field->offset; + ++ctx->head; + ctx->head->field = type->fields; + ctx->head->parent_offset = parent_offset; + continue; + } + if ((type->typegroup == 'H' || group == 'H') && type->size == size) { + } else { + __Pyx_BufFmt_RaiseExpected(ctx); + return -1; + } + } + offset = ctx->head->parent_offset + field->offset; + if (ctx->fmt_offset != offset) { + PyErr_Format(PyExc_ValueError, + "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected", + (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset); + return -1; + } + ctx->fmt_offset += size; + if (arraysize) + ctx->fmt_offset += (arraysize - 1) * size; + --ctx->enc_count; + while (1) { + if (field == &ctx->root) { + ctx->head = NULL; + if (ctx->enc_count != 0) { + __Pyx_BufFmt_RaiseExpected(ctx); + return -1; + } + break; + } + ctx->head->field = ++field; + if (field->type == NULL) { + --ctx->head; + field = ctx->head->field; + continue; + } else if (field->type->typegroup == 'S') { + size_t parent_offset = ctx->head->parent_offset + field->offset; + if (field->type->fields->type == NULL) continue; + field = field->type->fields; + ++ctx->head; + ctx->head->field = field; + ctx->head->parent_offset = parent_offset; + break; + } else { + break; + } + } + } while (ctx->enc_count); + ctx->enc_type = 0; + ctx->is_complex = 0; + return 0; +} +static int +__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp) +{ + const char *ts = *tsp; + int i = 0, number, ndim; + ++ts; + if (ctx->new_count != 1) { + PyErr_SetString(PyExc_ValueError, + "Cannot handle repeated arrays in format string"); + return -1; + } + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return -1; + ndim = ctx->head->field->type->ndim; + while (*ts && *ts != ')') { + switch (*ts) { + case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue; + default: break; + } + number = __Pyx_BufFmt_ExpectNumber(&ts); + if (number == -1) return -1; + if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) { + PyErr_Format(PyExc_ValueError, + "Expected a dimension of size %zu, got %d", + ctx->head->field->type->arraysize[i], number); + return -1; + } + if (*ts != ',' && *ts != ')') { + PyErr_Format(PyExc_ValueError, + "Expected a comma in format string, got '%c'", *ts); + return -1; + } + if (*ts == ',') ts++; + i++; + } + if (i != ndim) { + PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d", + ctx->head->field->type->ndim, i); + return -1; + } + if (!*ts) { + PyErr_SetString(PyExc_ValueError, + "Unexpected end of format string, expected ')'"); + return -1; + } + ctx->is_valid_array = 1; + ctx->new_count = 1; + *tsp = ++ts; + return 0; +} +static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) { + int got_Z = 0; + while (1) { + switch(*ts) { + case 0: + if (ctx->enc_type != 0 && ctx->head == NULL) { + __Pyx_BufFmt_RaiseExpected(ctx); + return NULL; + } + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; + if (ctx->head != NULL) { + __Pyx_BufFmt_RaiseExpected(ctx); + return NULL; + } + return ts; + case ' ': + case '\r': + case '\n': + ++ts; + break; + case '<': + if (!__Pyx_Is_Little_Endian()) { + PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler"); + return NULL; + } + ctx->new_packmode = '='; + ++ts; + break; + case '>': + case '!': + if (__Pyx_Is_Little_Endian()) { + PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler"); + return NULL; + } + ctx->new_packmode = '='; + ++ts; + break; + case '=': + case '@': + case '^': + ctx->new_packmode = *ts++; + break; + case 'T': + { + const char* ts_after_sub; + size_t i, struct_count = ctx->new_count; + size_t struct_alignment = ctx->struct_alignment; + ctx->new_count = 1; + ++ts; + if (*ts != '{') { + PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'"); + return NULL; + } + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; + ctx->enc_type = 0; + ctx->enc_count = 0; + ctx->struct_alignment = 0; + ++ts; + ts_after_sub = ts; + for (i = 0; i != struct_count; ++i) { + ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts); + if (!ts_after_sub) return NULL; + } + ts = ts_after_sub; + if (struct_alignment) ctx->struct_alignment = struct_alignment; + } + break; + case '}': + { + size_t alignment = ctx->struct_alignment; + ++ts; + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; + ctx->enc_type = 0; + if (alignment && ctx->fmt_offset % alignment) { + ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment); + } + } + return ts; + case 'x': + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; + ctx->fmt_offset += ctx->new_count; + ctx->new_count = 1; + ctx->enc_count = 0; + ctx->enc_type = 0; + ctx->enc_packmode = ctx->new_packmode; + ++ts; + break; + case 'Z': + got_Z = 1; + ++ts; + if (*ts != 'f' && *ts != 'd' && *ts != 'g') { + __Pyx_BufFmt_RaiseUnexpectedChar('Z'); + return NULL; + } + CYTHON_FALLTHROUGH; + case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I': + case 'l': case 'L': case 'q': case 'Q': + case 'f': case 'd': case 'g': + case 'O': case 'p': + if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) && + (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) { + ctx->enc_count += ctx->new_count; + ctx->new_count = 1; + got_Z = 0; + ++ts; + break; + } + CYTHON_FALLTHROUGH; + case 's': + if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; + ctx->enc_count = ctx->new_count; + ctx->enc_packmode = ctx->new_packmode; + ctx->enc_type = *ts; + ctx->is_complex = got_Z; + ++ts; + ctx->new_count = 1; + got_Z = 0; + break; + case ':': + ++ts; + while(*ts != ':') ++ts; + ++ts; + break; + case '(': + if (__pyx_buffmt_parse_array(ctx, &ts) < 0) return NULL; + break; + default: + { + int number = __Pyx_BufFmt_ExpectNumber(&ts); + if (number == -1) return NULL; + ctx->new_count = (size_t)number; + } + } + } +} + +/* TypeInfoCompare (used by MemviewSliceValidateAndInit) */ + static int + __pyx_typeinfo_cmp(const __Pyx_TypeInfo *a, const __Pyx_TypeInfo *b) + { + int i; + if (!a || !b) + return 0; + if (a == b) + return 1; + if (a->size != b->size || a->typegroup != b->typegroup || + a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) { + if (a->typegroup == 'H' || b->typegroup == 'H') { + return a->size == b->size; + } else { + return 0; + } + } + if (a->ndim) { + for (i = 0; i < a->ndim; i++) + if (a->arraysize[i] != b->arraysize[i]) + return 0; + } + if (a->typegroup == 'S') { + if (a->flags != b->flags) + return 0; + if (a->fields || b->fields) { + if (!(a->fields && b->fields)) + return 0; + for (i = 0; a->fields[i].type && b->fields[i].type; i++) { + const __Pyx_StructField *field_a = a->fields + i; + const __Pyx_StructField *field_b = b->fields + i; + if (field_a->offset != field_b->offset || + !__pyx_typeinfo_cmp(field_a->type, field_b->type)) + return 0; + } + return !a->fields[i].type && !b->fields[i].type; + } + } + return 1; + } + +/* MemviewSliceValidateAndInit (used by ObjectToMemviewSlice) */ + static int + __pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec) + { + if (buf->shape[dim] <= 1) + return 1; + if (buf->strides) { + if (spec & __Pyx_MEMVIEW_CONTIG) { + if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) { + if (unlikely(buf->strides[dim] != sizeof(void *))) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly contiguous " + "in dimension %d.", dim); + goto fail; + } + } else if (unlikely(buf->strides[dim] != buf->itemsize)) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_FOLLOW) { + Py_ssize_t stride = buf->strides[dim]; + if (stride < 0) + stride = -stride; + if (unlikely(stride < buf->itemsize)) { + PyErr_SetString(PyExc_ValueError, + "Buffer and memoryview are not contiguous " + "in the same dimension."); + goto fail; + } + } + } else { + if (unlikely(spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1)) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not contiguous in " + "dimension %d", dim); + goto fail; + } else if (unlikely(spec & (__Pyx_MEMVIEW_PTR))) { + PyErr_Format(PyExc_ValueError, + "C-contiguous buffer is not indirect in " + "dimension %d", dim); + goto fail; + } else if (unlikely(buf->suboffsets)) { + PyErr_SetString(PyExc_ValueError, + "Buffer exposes suboffsets but no strides"); + goto fail; + } + } + return 1; + fail: + return 0; + } + static int + __pyx_check_suboffsets(Py_buffer *buf, int dim, int ndim, int spec) + { + CYTHON_UNUSED_VAR(ndim); + if (spec & __Pyx_MEMVIEW_DIRECT) { + if (unlikely(buf->suboffsets && buf->suboffsets[dim] >= 0)) { + PyErr_Format(PyExc_ValueError, + "Buffer not compatible with direct access " + "in dimension %d.", dim); + goto fail; + } + } + if (spec & __Pyx_MEMVIEW_PTR) { + if (unlikely(!buf->suboffsets || (buf->suboffsets[dim] < 0))) { + PyErr_Format(PyExc_ValueError, + "Buffer is not indirectly accessible " + "in dimension %d.", dim); + goto fail; + } + } + return 1; + fail: + return 0; + } + static int + __pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag) + { + int i; + if (c_or_f_flag & __Pyx_IS_F_CONTIG) { + Py_ssize_t stride = 1; + for (i = 0; i < ndim; i++) { + if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { + PyErr_SetString(PyExc_ValueError, + "Buffer not fortran contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) { + Py_ssize_t stride = 1; + for (i = ndim - 1; i >- 1; i--) { + if (unlikely(stride * buf->itemsize != buf->strides[i] && buf->shape[i] > 1)) { + PyErr_SetString(PyExc_ValueError, + "Buffer not C contiguous."); + goto fail; + } + stride = stride * buf->shape[i]; + } + } + return 1; + fail: + return 0; + } + static int __Pyx_ValidateAndInit_memviewslice( + int *axes_specs, + int c_or_f_flag, + int buf_flags, + int ndim, + const __Pyx_TypeInfo *dtype, + __Pyx_BufFmt_StackElem stack[], + __Pyx_memviewslice *memviewslice, + PyObject *original_obj) + { + struct __pyx_memoryview_obj *memview, *new_memview; + __Pyx_RefNannyDeclarations + Py_buffer *buf; + int i, spec = 0, retval = -1; + __Pyx_BufFmt_Context ctx; + int from_memoryview = __pyx_memoryview_check(original_obj); + __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0); + if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *) + original_obj)->typeinfo)) { + memview = (struct __pyx_memoryview_obj *) original_obj; + new_memview = NULL; + } else { + memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + original_obj, buf_flags, 0, dtype); + new_memview = memview; + if (unlikely(!memview)) + goto fail; + } + buf = &memview->view; + if (unlikely(buf->ndim != ndim)) { + PyErr_Format(PyExc_ValueError, + "Buffer has wrong number of dimensions (expected %d, got %d)", + ndim, buf->ndim); + goto fail; + } + if (new_memview) { + __Pyx_BufFmt_Init(&ctx, stack, dtype); + if (unlikely(!__Pyx_BufFmt_CheckString(&ctx, buf->format))) goto fail; + } + if (unlikely((unsigned) buf->itemsize != dtype->size)) { + PyErr_Format(PyExc_ValueError, + "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) " + "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)", + buf->itemsize, + (buf->itemsize > 1) ? "s" : "", + dtype->name, + dtype->size, + (dtype->size > 1) ? "s" : ""); + goto fail; + } + if (buf->len > 0) { + for (i = 0; i < ndim; i++) { + spec = axes_specs[i]; + if (unlikely(!__pyx_check_strides(buf, i, ndim, spec))) + goto fail; + if (unlikely(!__pyx_check_suboffsets(buf, i, ndim, spec))) + goto fail; + } + if (unlikely(buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))) + goto fail; + } + if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice, + new_memview != NULL) == -1)) { + goto fail; + } + retval = 0; + goto no_fail; + fail: + Py_XDECREF((PyObject*)new_memview); + retval = -1; + no_fail: + __Pyx_RefNannyFinishContext(); + return retval; + } + +/* ObjectToMemviewSlice */ + static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_int(PyObject *obj, int writable_flag) { + __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, + (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 3, + &__Pyx_TypeInfo_int, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; + __pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; + } + +/* ObjectToMemviewSlice */ + static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_d_d_dc_float(PyObject *obj, int writable_flag) { + __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_FOLLOW), (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, + (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 3, + &__Pyx_TypeInfo_float, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; + __pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; + } + +/* ObjectToMemviewSlice */ + static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_dc_int(PyObject *obj, int writable_flag) { + __Pyx_memviewslice result = __Pyx_MEMSLICE_INIT; + __Pyx_BufFmt_StackElem stack[1]; + int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_CONTIG) }; + int retcode; + if (obj == Py_None) { + result.memview = (struct __pyx_memoryview_obj *) Py_None; + return result; + } + retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, __Pyx_IS_C_CONTIG, + (PyBUF_C_CONTIGUOUS | PyBUF_FORMAT) | writable_flag, 1, + &__Pyx_TypeInfo_int, stack, + &result, obj); + if (unlikely(retcode == -1)) + goto __pyx_fail; + return result; + __pyx_fail: + result.memview = NULL; + result.data = NULL; + return result; + } + +/* CIntFromPyVerify */ + #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) + #define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ + __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) + #define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ + {\ + func_type value = func_value;\ + if (sizeof(target_type) < sizeof(func_type)) {\ + if (unlikely(value != (func_type) (target_type) value)) {\ + func_type zero = 0;\ + if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ + return (target_type) -1;\ + if (is_unsigned && unlikely(value < zero))\ + goto raise_neg_overflow;\ + else\ + goto raise_overflow;\ + }\ + }\ + return (target_type) value;\ + } + +/* Declarations */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return ::std::complex< float >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + return x + y*(__pyx_t_float_complex)_Complex_I; + } + #endif + #else + static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { + __pyx_t_float_complex z; + z.real = x; + z.imag = y; + return z; + } + #endif + +/* Arithmetic */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #else + static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + #if 1 + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + if (b.imag == 0) { + return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); + } else if (fabsf(b.real) >= fabsf(b.imag)) { + if (b.real == 0 && b.imag == 0) { + return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); + } else { + float r = b.imag / b.real; + float s = (float)(1.0) / (b.real + b.imag * r); + return __pyx_t_float_complex_from_parts( + (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); + } + } else { + float r = b.real / b.imag; + float s = (float)(1.0) / (b.imag + b.real * r); + return __pyx_t_float_complex_from_parts( + (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); + } + } + #else + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + if (b.imag == 0) { + return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); + } else { + float denom = b.real * b.real + b.imag * b.imag; + return __pyx_t_float_complex_from_parts( + (a.real * b.real + a.imag * b.imag) / denom, + (a.imag * b.real - a.real * b.imag) / denom); + } + } + #endif + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) { + __pyx_t_float_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtf(z.real*z.real + z.imag*z.imag); + #else + return hypotf(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { + __pyx_t_float_complex z; + float r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + float denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + return __Pyx_c_prod_float(a, a); + case 3: + z = __Pyx_c_prod_float(a, a); + return __Pyx_c_prod_float(z, a); + case 4: + z = __Pyx_c_prod_float(a, a); + return __Pyx_c_prod_float(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } else if ((b.imag == 0) && (a.real >= 0)) { + z.real = powf(a.real, b.real); + z.imag = 0; + return z; + } else if (a.real > 0) { + r = a.real; + theta = 0; + } else { + r = -a.real; + theta = atan2f(0.0, -1.0); + } + } else { + r = __Pyx_c_abs_float(a); + theta = atan2f(a.imag, a.real); + } + lnr = logf(r); + z_r = expf(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosf(z_theta); + z.imag = z_r * sinf(z_theta); + return z; + } + #endif + #endif + +/* Declarations */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return ::std::complex< double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + return x + y*(__pyx_t_double_complex)_Complex_I; + } + #endif + #else + static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { + __pyx_t_double_complex z; + z.real = x; + z.imag = y; + return z; + } + #endif + +/* Arithmetic */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #else + static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + #if 1 + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + if (b.imag == 0) { + return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); + } else if (fabs(b.real) >= fabs(b.imag)) { + if (b.real == 0 && b.imag == 0) { + return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag); + } else { + double r = b.imag / b.real; + double s = (double)(1.0) / (b.real + b.imag * r); + return __pyx_t_double_complex_from_parts( + (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); + } + } else { + double r = b.real / b.imag; + double s = (double)(1.0) / (b.imag + b.real * r); + return __pyx_t_double_complex_from_parts( + (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); + } + } + #else + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + if (b.imag == 0) { + return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); + } else { + double denom = b.real * b.real + b.imag * b.imag; + return __pyx_t_double_complex_from_parts( + (a.real * b.real + a.imag * b.imag) / denom, + (a.imag * b.real - a.real * b.imag) / denom); + } + } + #endif + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) { + __pyx_t_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrt(z.real*z.real + z.imag*z.imag); + #else + return hypot(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { + __pyx_t_double_complex z; + double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + return __Pyx_c_prod_double(a, a); + case 3: + z = __Pyx_c_prod_double(a, a); + return __Pyx_c_prod_double(z, a); + case 4: + z = __Pyx_c_prod_double(a, a); + return __Pyx_c_prod_double(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } else if ((b.imag == 0) && (a.real >= 0)) { + z.real = pow(a.real, b.real); + z.imag = 0; + return z; + } else if (a.real > 0) { + r = a.real; + theta = 0; + } else { + r = -a.real; + theta = atan2(0.0, -1.0); + } + } else { + r = __Pyx_c_abs_double(a); + theta = atan2(a.imag, a.real); + } + lnr = log(r); + z_r = exp(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cos(z_theta); + z.imag = z_r * sin(z_theta); + return z; + } + #endif + #endif + +/* Declarations */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #ifdef __cplusplus + static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { + return ::std::complex< long double >(x, y); + } + #else + static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { + return x + y*(__pyx_t_long_double_complex)_Complex_I; + } + #endif + #else + static CYTHON_INLINE __pyx_t_long_double_complex __pyx_t_long_double_complex_from_parts(long double x, long double y) { + __pyx_t_long_double_complex z; + z.real = x; + z.imag = y; + return z; + } + #endif + +/* Arithmetic */ + #if CYTHON_CCOMPLEX && (1) && (!0 || __cplusplus) + #else + static CYTHON_INLINE int __Pyx_c_eq_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + return (a.real == b.real) && (a.imag == b.imag); + } + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_sum_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + __pyx_t_long_double_complex z; + z.real = a.real + b.real; + z.imag = a.imag + b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_diff_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + __pyx_t_long_double_complex z; + z.real = a.real - b.real; + z.imag = a.imag - b.imag; + return z; + } + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_prod_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + __pyx_t_long_double_complex z; + z.real = a.real * b.real - a.imag * b.imag; + z.imag = a.real * b.imag + a.imag * b.real; + return z; + } + #if 1 + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + if (b.imag == 0) { + return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real); + } else if (fabsl(b.real) >= fabsl(b.imag)) { + if (b.real == 0 && b.imag == 0) { + return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.imag); + } else { + long double r = b.imag / b.real; + long double s = (long double)(1.0) / (b.real + b.imag * r); + return __pyx_t_long_double_complex_from_parts( + (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); + } + } else { + long double r = b.real / b.imag; + long double s = (long double)(1.0) / (b.imag + b.real * r); + return __pyx_t_long_double_complex_from_parts( + (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); + } + } + #else + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_quot_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + if (b.imag == 0) { + return __pyx_t_long_double_complex_from_parts(a.real / b.real, a.imag / b.real); + } else { + long double denom = b.real * b.real + b.imag * b.imag; + return __pyx_t_long_double_complex_from_parts( + (a.real * b.real + a.imag * b.imag) / denom, + (a.imag * b.real - a.real * b.imag) / denom); + } + } + #endif + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_neg_long__double(__pyx_t_long_double_complex a) { + __pyx_t_long_double_complex z; + z.real = -a.real; + z.imag = -a.imag; + return z; + } + static CYTHON_INLINE int __Pyx_c_is_zero_long__double(__pyx_t_long_double_complex a) { + return (a.real == 0) && (a.imag == 0); + } + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_conj_long__double(__pyx_t_long_double_complex a) { + __pyx_t_long_double_complex z; + z.real = a.real; + z.imag = -a.imag; + return z; + } + #if 1 + static CYTHON_INLINE long double __Pyx_c_abs_long__double(__pyx_t_long_double_complex z) { + #if !defined(HAVE_HYPOT) || defined(_MSC_VER) + return sqrtl(z.real*z.real + z.imag*z.imag); + #else + return hypotl(z.real, z.imag); + #endif + } + static CYTHON_INLINE __pyx_t_long_double_complex __Pyx_c_pow_long__double(__pyx_t_long_double_complex a, __pyx_t_long_double_complex b) { + __pyx_t_long_double_complex z; + long double r, lnr, theta, z_r, z_theta; + if (b.imag == 0 && b.real == (int)b.real) { + if (b.real < 0) { + long double denom = a.real * a.real + a.imag * a.imag; + a.real = a.real / denom; + a.imag = -a.imag / denom; + b.real = -b.real; + } + switch ((int)b.real) { + case 0: + z.real = 1; + z.imag = 0; + return z; + case 1: + return a; + case 2: + return __Pyx_c_prod_long__double(a, a); + case 3: + z = __Pyx_c_prod_long__double(a, a); + return __Pyx_c_prod_long__double(z, a); + case 4: + z = __Pyx_c_prod_long__double(a, a); + return __Pyx_c_prod_long__double(z, z); + } + } + if (a.imag == 0) { + if (a.real == 0) { + return a; + } else if ((b.imag == 0) && (a.real >= 0)) { + z.real = powl(a.real, b.real); + z.imag = 0; + return z; + } else if (a.real > 0) { + r = a.real; + theta = 0; + } else { + r = -a.real; + theta = atan2l(0.0, -1.0); + } + } else { + r = __Pyx_c_abs_long__double(a); + theta = atan2l(a.imag, a.real); + } + lnr = logl(r); + z_r = expl(lnr * b.real - theta * b.imag); + z_theta = theta * b.real + lnr * b.imag; + z.real = z_r * cosl(z_theta); + z.imag = z_r * sinl(z_theta); + return z; + } + #endif + #endif + +/* MemviewSliceCopy */ + static __Pyx_memviewslice + __pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs, + const char *mode, int ndim, + size_t sizeof_dtype, int contig_flag, + int dtype_is_object) + { + __Pyx_RefNannyDeclarations + int i; + __Pyx_memviewslice new_mvs = __Pyx_MEMSLICE_INIT; + struct __pyx_memoryview_obj *from_memview = from_mvs->memview; + Py_buffer *buf = &from_memview->view; + PyObject *shape_tuple = NULL; + struct __pyx_array_obj *array_obj = NULL; + struct __pyx_memoryview_obj *memview_obj = NULL; + __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0); + for (i = 0; i < ndim; i++) { + if (unlikely(from_mvs->suboffsets[i] >= 0)) { + PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with " + "indirect dimensions (axis %d)", i); + goto fail; + } + } + shape_tuple = PyTuple_New(ndim); + if (unlikely(!shape_tuple)) { + goto fail; + } + __Pyx_GOTREF(shape_tuple); + for(i = 0; i < ndim; i++) { + PyObject *temp_int = PyLong_FromSsize_t(from_mvs->shape[i]); + if(unlikely(!temp_int)) { + goto fail; + } else { + #if CYTHON_ASSUME_SAFE_MACROS + PyTuple_SET_ITEM(shape_tuple, i, temp_int); + #else + if (PyTuple_SetItem(shape_tuple, i, temp_int) < 0) { + goto fail; + } + #endif + } + } + array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, mode, NULL); + if (unlikely(!array_obj)) { + goto fail; + } + __Pyx_GOTREF(array_obj); + memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new( + (PyObject *) array_obj, contig_flag, + dtype_is_object, + from_mvs->memview->typeinfo); + if (unlikely(!memview_obj)) + goto fail; + if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0)) + goto fail; + if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim, + dtype_is_object) < 0)) + goto fail; + goto no_fail; + fail: + __Pyx_XDECREF((PyObject *) new_mvs.memview); + new_mvs.memview = NULL; + new_mvs.data = NULL; + no_fail: + __Pyx_XDECREF(shape_tuple); + __Pyx_XDECREF((PyObject *) array_obj); + __Pyx_RefNannyFinishContext(); + return new_mvs; + } + +/* PyObjectVectorCallKwBuilder (used by CIntToPy) */ + #if CYTHON_VECTORCALL + static int __Pyx_VectorcallBuilder_AddArg(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) { + (void)__Pyx_PyObject_FastCallDict; + Py_INCREF(key); + if (__Pyx_PyTuple_SET_ITEM(builder, n, key) != (0)) return -1; + args[n] = value; + return 0; + } + CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, PyObject **args, int n) { + (void)__Pyx_VectorcallBuilder_AddArgStr; + if (unlikely(!PyUnicode_Check(key))) { + PyErr_SetString(PyExc_TypeError, "keywords must be strings"); + return -1; + } + return __Pyx_VectorcallBuilder_AddArg(key, value, builder, args, n); + } + static int __Pyx_VectorcallBuilder_AddArgStr(const char *key, PyObject *value, PyObject *builder, PyObject **args, int n) { + PyObject *pyKey = PyUnicode_FromString(key); + if (!pyKey) return -1; + return __Pyx_VectorcallBuilder_AddArg(pyKey, value, builder, args, n); + } + #else // CYTHON_VECTORCALL + CYTHON_UNUSED static int __Pyx_VectorcallBuilder_AddArg_Check(PyObject *key, PyObject *value, PyObject *builder, CYTHON_UNUSED PyObject **args, CYTHON_UNUSED int n) { + if (unlikely(!PyUnicode_Check(key))) { + PyErr_SetString(PyExc_TypeError, "keywords must be strings"); + return -1; + } + return PyDict_SetItem(builder, key, value); + } + #endif + +/* CIntToPy */ + static CYTHON_INLINE PyObject* __Pyx_PyLong_From_int(int value) { + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wconversion" + #endif + const int neg_one = (int) -1, const_zero = (int) 0; + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic pop + #endif + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(int) < sizeof(long)) { + return PyLong_FromLong((long) value); + } else if (sizeof(int) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + #if !CYTHON_COMPILING_IN_PYPY + } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + #endif + } + } else { + if (sizeof(int) <= sizeof(long)) { + return PyLong_FromLong((long) value); + } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + unsigned char *bytes = (unsigned char *)&value; + #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 + if (is_unsigned) { + return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); + } else { + return PyLong_FromNativeBytes(bytes, sizeof(value), -1); + } + #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 + int one = 1; int little = (int)*(unsigned char *)&one; + return _PyLong_FromByteArray(bytes, sizeof(int), + little, !is_unsigned); + #else + int one = 1; int little = (int)*(unsigned char *)&one; + PyObject *from_bytes, *result = NULL, *kwds = NULL; + PyObject *py_bytes = NULL, *order_str = NULL; + from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); + if (!from_bytes) return NULL; + py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(int)); + if (!py_bytes) goto limited_bad; + order_str = PyUnicode_FromString(little ? "little" : "big"); + if (!order_str) goto limited_bad; + { + PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; + if (!is_unsigned) { + kwds = __Pyx_MakeVectorcallBuilderKwds(1); + if (!kwds) goto limited_bad; + if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; + } + result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); + } + limited_bad: + Py_XDECREF(kwds); + Py_XDECREF(order_str); + Py_XDECREF(py_bytes); + Py_XDECREF(from_bytes); + return result; + #endif + } + } + +/* CIntFromPy */ + static CYTHON_INLINE int __Pyx_PyLong_As_int(PyObject *x) { + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wconversion" + #endif + const int neg_one = (int) -1, const_zero = (int) 0; + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic pop + #endif + const int is_unsigned = neg_one > const_zero; + if (unlikely(!PyLong_Check(x))) { + int val; + PyObject *tmp = __Pyx_PyNumber_Long(x); + if (!tmp) return (int) -1; + val = __Pyx_PyLong_As_int(tmp); + Py_DECREF(tmp); + return val; + } + if (is_unsigned) { + #if CYTHON_USE_PYLONG_INTERNALS + if (unlikely(__Pyx_PyLong_IsNeg(x))) { + goto raise_neg_overflow; + } else if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_DigitCount(x)) { + case 2: + if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) >= 2 * PyLong_SHIFT)) { + return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 3: + if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) >= 3 * PyLong_SHIFT)) { + return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + case 4: + if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) >= 4 * PyLong_SHIFT)) { + return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); + } + } + break; + } + } + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + #else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (int) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } + #endif + if ((sizeof(int) <= sizeof(unsigned long))) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) + } else if ((sizeof(int) <= sizeof(unsigned PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { + #if CYTHON_USE_PYLONG_INTERNALS + if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(int, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_SignedDigitCount(x)) { + case -2: + if ((8 * sizeof(int) - 1 > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { + return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 2: + if ((8 * sizeof(int) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { + return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -3: + if ((8 * sizeof(int) - 1 > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { + return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 3: + if ((8 * sizeof(int) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { + return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case -4: + if ((8 * sizeof(int) - 1 > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) { + return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + case 4: + if ((8 * sizeof(int) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(int) - 1 > 4 * PyLong_SHIFT)) { + return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); + } + } + break; + } + } + #endif + if ((sizeof(int) <= sizeof(long))) { + __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) + } else if ((sizeof(int) <= sizeof(PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { + int val; + int ret = -1; + #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API + Py_ssize_t bytes_copied = PyLong_AsNativeBytes( + x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); + if (unlikely(bytes_copied == -1)) { + } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { + goto raise_overflow; + } else { + ret = 0; + } + #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + ret = _PyLong_AsByteArray((PyLongObject *)x, + bytes, sizeof(val), + is_little, !is_unsigned); + #else + PyObject *v; + PyObject *stepval = NULL, *mask = NULL, *shift = NULL; + int bits, remaining_bits, is_negative = 0; + int chunk_size = (sizeof(long) < 8) ? 30 : 62; + if (likely(PyLong_CheckExact(x))) { + v = __Pyx_NewRef(x); + } else { + v = PyNumber_Long(x); + if (unlikely(!v)) return (int) -1; + assert(PyLong_CheckExact(v)); + } + { + int result = PyObject_RichCompareBool(v, Py_False, Py_LT); + if (unlikely(result < 0)) { + Py_DECREF(v); + return (int) -1; + } + is_negative = result == 1; + } + if (is_unsigned && unlikely(is_negative)) { + Py_DECREF(v); + goto raise_neg_overflow; + } else if (is_negative) { + stepval = PyNumber_Invert(v); + Py_DECREF(v); + if (unlikely(!stepval)) + return (int) -1; + } else { + stepval = v; + } + v = NULL; + val = (int) 0; + mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; + shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; + for (bits = 0; bits < (int) sizeof(int) * 8 - chunk_size; bits += chunk_size) { + PyObject *tmp, *digit; + long idigit; + digit = PyNumber_And(stepval, mask); + if (unlikely(!digit)) goto done; + idigit = PyLong_AsLong(digit); + Py_DECREF(digit); + if (unlikely(idigit < 0)) goto done; + val |= ((int) idigit) << bits; + tmp = PyNumber_Rshift(stepval, shift); + if (unlikely(!tmp)) goto done; + Py_DECREF(stepval); stepval = tmp; + } + Py_DECREF(shift); shift = NULL; + Py_DECREF(mask); mask = NULL; + { + long idigit = PyLong_AsLong(stepval); + if (unlikely(idigit < 0)) goto done; + remaining_bits = ((int) sizeof(int) * 8) - bits - (is_unsigned ? 0 : 1); + if (unlikely(idigit >= (1L << remaining_bits))) + goto raise_overflow; + val |= ((int) idigit) << bits; + } + if (!is_unsigned) { + if (unlikely(val & (((int) 1) << (sizeof(int) * 8 - 1)))) + goto raise_overflow; + if (is_negative) + val = ~val; + } + ret = 0; + done: + Py_XDECREF(shift); + Py_XDECREF(mask); + Py_XDECREF(stepval); + #endif + if (unlikely(ret)) + return (int) -1; + return val; + } + raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to int"); + return (int) -1; + raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to int"); + return (int) -1; + } + +/* CIntToPy */ + static CYTHON_INLINE PyObject* __Pyx_PyLong_From_long(long value) { + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wconversion" + #endif + const long neg_one = (long) -1, const_zero = (long) 0; + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic pop + #endif + const int is_unsigned = neg_one > const_zero; + if (is_unsigned) { + if (sizeof(long) < sizeof(long)) { + return PyLong_FromLong((long) value); + } else if (sizeof(long) <= sizeof(unsigned long)) { + return PyLong_FromUnsignedLong((unsigned long) value); + #if !CYTHON_COMPILING_IN_PYPY + } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); + #endif + } + } else { + if (sizeof(long) <= sizeof(long)) { + return PyLong_FromLong((long) value); + } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { + return PyLong_FromLongLong((PY_LONG_LONG) value); + } + } + { + unsigned char *bytes = (unsigned char *)&value; + #if !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d00A4 + if (is_unsigned) { + return PyLong_FromUnsignedNativeBytes(bytes, sizeof(value), -1); + } else { + return PyLong_FromNativeBytes(bytes, sizeof(value), -1); + } + #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX < 0x030d0000 + int one = 1; int little = (int)*(unsigned char *)&one; + return _PyLong_FromByteArray(bytes, sizeof(long), + little, !is_unsigned); + #else + int one = 1; int little = (int)*(unsigned char *)&one; + PyObject *from_bytes, *result = NULL, *kwds = NULL; + PyObject *py_bytes = NULL, *order_str = NULL; + from_bytes = PyObject_GetAttrString((PyObject*)&PyLong_Type, "from_bytes"); + if (!from_bytes) return NULL; + py_bytes = PyBytes_FromStringAndSize((char*)bytes, sizeof(long)); + if (!py_bytes) goto limited_bad; + order_str = PyUnicode_FromString(little ? "little" : "big"); + if (!order_str) goto limited_bad; + { + PyObject *args[3+(CYTHON_VECTORCALL ? 1 : 0)] = { NULL, py_bytes, order_str }; + if (!is_unsigned) { + kwds = __Pyx_MakeVectorcallBuilderKwds(1); + if (!kwds) goto limited_bad; + if (__Pyx_VectorcallBuilder_AddArgStr("signed", __Pyx_NewRef(Py_True), kwds, args+3, 0) < 0) goto limited_bad; + } + result = __Pyx_Object_Vectorcall_CallFromBuilder(from_bytes, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET, kwds); + } + limited_bad: + Py_XDECREF(kwds); + Py_XDECREF(order_str); + Py_XDECREF(py_bytes); + Py_XDECREF(from_bytes); + return result; + #endif + } + } + +/* PyObjectCall2Args (used by PyObjectCallMethod1) */ + static CYTHON_INLINE PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { + PyObject *args[3] = {NULL, arg1, arg2}; + return __Pyx_PyObject_FastCall(function, args+1, 2 | __Pyx_PY_VECTORCALL_ARGUMENTS_OFFSET); + } + +/* PyObjectCallMethod1 (used by UpdateUnpickledDict) */ + #if !(CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000))) + static PyObject* __Pyx__PyObject_CallMethod1(PyObject* method, PyObject* arg) { + PyObject *result = __Pyx_PyObject_CallOneArg(method, arg); + Py_DECREF(method); + return result; + } + #endif + static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) { + #if CYTHON_VECTORCALL && (__PYX_LIMITED_VERSION_HEX >= 0x030C0000 || (!CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x03090000)) + PyObject *args[2] = {obj, arg}; + (void) __Pyx_PyObject_CallOneArg; + (void) __Pyx_PyObject_Call2Args; + return PyObject_VectorcallMethod(method_name, args, 2 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); + #else + PyObject *method = NULL, *result; + int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method); + if (likely(is_method)) { + result = __Pyx_PyObject_Call2Args(method, obj, arg); + Py_DECREF(method); + return result; + } + if (unlikely(!method)) return NULL; + return __Pyx__PyObject_CallMethod1(method, arg); + #endif + } + +/* UpdateUnpickledDict */ + static int __Pyx__UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) { + PyObject *state_dict = __Pyx_PySequence_ITEM(state, index); + if (unlikely(!state_dict)) { + return -1; + } + int non_empty = PyObject_IsTrue(state_dict); + if (non_empty == 0) { + Py_DECREF(state_dict); + return 0; + } else if (unlikely(non_empty == -1)) { + return -1; + } + PyObject *dict; + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030A0000 + dict = PyObject_GetAttrString(obj, "__dict__"); + #else + dict = PyObject_GenericGetDict(obj, NULL); + #endif + if (unlikely(!dict)) { + Py_DECREF(state_dict); + return -1; + } + int result; + if (likely(PyDict_CheckExact(dict))) { + result = PyDict_Update(dict, state_dict); + } else { + PyObject *obj_result = __Pyx_PyObject_CallMethod1(dict, __pyx_mstate_global->__pyx_n_u_update, state_dict); + if (likely(obj_result)) { + Py_DECREF(obj_result); + result = 0; + } else { + result = -1; + } + } + Py_DECREF(state_dict); + Py_DECREF(dict); + return result; + } + static int __Pyx_UpdateUnpickledDict(PyObject *obj, PyObject *state, Py_ssize_t index) { + Py_ssize_t state_size = __Pyx_PyTuple_GET_SIZE(state); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(state_size == -1)) return -1; + #endif + if (state_size <= index) { + return 0; + } + return __Pyx__UpdateUnpickledDict(obj, state, index); + } + +/* CheckUnpickleChecksum */ + static void __Pyx_RaiseUnpickleChecksumError(long checksum, long checksum1, long checksum2, long checksum3, const char *members) { + PyObject *pickle_module = PyImport_ImportModule("pickle"); + if (unlikely(!pickle_module)) return; + PyObject *pickle_error = PyObject_GetAttrString(pickle_module, "PickleError"); + Py_DECREF(pickle_module); + if (unlikely(!pickle_error)) return; + if (checksum2 == checksum1) { + PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x) = (%s))", + checksum, checksum1, members); + } else if (checksum3 == checksum2) { + PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x) = (%s))", + checksum, checksum1, checksum2, members); + } else { + PyErr_Format(pickle_error, "Incompatible checksums (0x%x vs (0x%x, 0x%x, 0x%x) = (%s))", + checksum, checksum1, checksum2, checksum3, members); + } + Py_DECREF(pickle_error); + } + static int __Pyx_CheckUnpickleChecksum(long checksum, long checksum1, long checksum2, long checksum3, const char *members) { + int found = 0; + found |= checksum1 == checksum; + found |= checksum2 == checksum; + found |= checksum3 == checksum; + if (likely(found)) + return 0; + __Pyx_RaiseUnpickleChecksumError(checksum, checksum1, checksum2, checksum3, members); + return -1; + } + +/* CIntFromPy */ + static CYTHON_INLINE long __Pyx_PyLong_As_long(PyObject *x) { + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wconversion" + #endif + const long neg_one = (long) -1, const_zero = (long) 0; + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic pop + #endif + const int is_unsigned = neg_one > const_zero; + if (unlikely(!PyLong_Check(x))) { + long val; + PyObject *tmp = __Pyx_PyNumber_Long(x); + if (!tmp) return (long) -1; + val = __Pyx_PyLong_As_long(tmp); + Py_DECREF(tmp); + return val; + } + if (is_unsigned) { + #if CYTHON_USE_PYLONG_INTERNALS + if (unlikely(__Pyx_PyLong_IsNeg(x))) { + goto raise_neg_overflow; + } else if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_DigitCount(x)) { + case 2: + if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) >= 2 * PyLong_SHIFT)) { + return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 3: + if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) >= 3 * PyLong_SHIFT)) { + return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + case 4: + if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) >= 4 * PyLong_SHIFT)) { + return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); + } + } + break; + } + } + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + #else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (long) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } + #endif + if ((sizeof(long) <= sizeof(unsigned long))) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) + } else if ((sizeof(long) <= sizeof(unsigned PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { + #if CYTHON_USE_PYLONG_INTERNALS + if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(long, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_SignedDigitCount(x)) { + case -2: + if ((8 * sizeof(long) - 1 > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { + return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 2: + if ((8 * sizeof(long) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { + return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -3: + if ((8 * sizeof(long) - 1 > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { + return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 3: + if ((8 * sizeof(long) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { + return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case -4: + if ((8 * sizeof(long) - 1 > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) { + return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + case 4: + if ((8 * sizeof(long) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(long) - 1 > 4 * PyLong_SHIFT)) { + return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); + } + } + break; + } + } + #endif + if ((sizeof(long) <= sizeof(long))) { + __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) + } else if ((sizeof(long) <= sizeof(PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { + long val; + int ret = -1; + #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API + Py_ssize_t bytes_copied = PyLong_AsNativeBytes( + x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); + if (unlikely(bytes_copied == -1)) { + } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { + goto raise_overflow; + } else { + ret = 0; + } + #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + ret = _PyLong_AsByteArray((PyLongObject *)x, + bytes, sizeof(val), + is_little, !is_unsigned); + #else + PyObject *v; + PyObject *stepval = NULL, *mask = NULL, *shift = NULL; + int bits, remaining_bits, is_negative = 0; + int chunk_size = (sizeof(long) < 8) ? 30 : 62; + if (likely(PyLong_CheckExact(x))) { + v = __Pyx_NewRef(x); + } else { + v = PyNumber_Long(x); + if (unlikely(!v)) return (long) -1; + assert(PyLong_CheckExact(v)); + } + { + int result = PyObject_RichCompareBool(v, Py_False, Py_LT); + if (unlikely(result < 0)) { + Py_DECREF(v); + return (long) -1; + } + is_negative = result == 1; + } + if (is_unsigned && unlikely(is_negative)) { + Py_DECREF(v); + goto raise_neg_overflow; + } else if (is_negative) { + stepval = PyNumber_Invert(v); + Py_DECREF(v); + if (unlikely(!stepval)) + return (long) -1; + } else { + stepval = v; + } + v = NULL; + val = (long) 0; + mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; + shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; + for (bits = 0; bits < (int) sizeof(long) * 8 - chunk_size; bits += chunk_size) { + PyObject *tmp, *digit; + long idigit; + digit = PyNumber_And(stepval, mask); + if (unlikely(!digit)) goto done; + idigit = PyLong_AsLong(digit); + Py_DECREF(digit); + if (unlikely(idigit < 0)) goto done; + val |= ((long) idigit) << bits; + tmp = PyNumber_Rshift(stepval, shift); + if (unlikely(!tmp)) goto done; + Py_DECREF(stepval); stepval = tmp; + } + Py_DECREF(shift); shift = NULL; + Py_DECREF(mask); mask = NULL; + { + long idigit = PyLong_AsLong(stepval); + if (unlikely(idigit < 0)) goto done; + remaining_bits = ((int) sizeof(long) * 8) - bits - (is_unsigned ? 0 : 1); + if (unlikely(idigit >= (1L << remaining_bits))) + goto raise_overflow; + val |= ((long) idigit) << bits; + } + if (!is_unsigned) { + if (unlikely(val & (((long) 1) << (sizeof(long) * 8 - 1)))) + goto raise_overflow; + if (is_negative) + val = ~val; + } + ret = 0; + done: + Py_XDECREF(shift); + Py_XDECREF(mask); + Py_XDECREF(stepval); + #endif + if (unlikely(ret)) + return (long) -1; + return val; + } + raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to long"); + return (long) -1; + raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long) -1; + } + +/* CIntFromPy */ + static CYTHON_INLINE char __Pyx_PyLong_As_char(PyObject *x) { + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wconversion" + #endif + const char neg_one = (char) -1, const_zero = (char) 0; + #ifdef __Pyx_HAS_GCC_DIAGNOSTIC + #pragma GCC diagnostic pop + #endif + const int is_unsigned = neg_one > const_zero; + if (unlikely(!PyLong_Check(x))) { + char val; + PyObject *tmp = __Pyx_PyNumber_Long(x); + if (!tmp) return (char) -1; + val = __Pyx_PyLong_As_char(tmp); + Py_DECREF(tmp); + return val; + } + if (is_unsigned) { + #if CYTHON_USE_PYLONG_INTERNALS + if (unlikely(__Pyx_PyLong_IsNeg(x))) { + goto raise_neg_overflow; + } else if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_upylong, __Pyx_PyLong_CompactValueUnsigned(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_DigitCount(x)) { + case 2: + if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) >= 2 * PyLong_SHIFT)) { + return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 3: + if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) >= 3 * PyLong_SHIFT)) { + return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + case 4: + if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) >= 4 * PyLong_SHIFT)) { + return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])); + } + } + break; + } + } + #endif + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030C00A7 + if (unlikely(Py_SIZE(x) < 0)) { + goto raise_neg_overflow; + } + #else + { + int result = PyObject_RichCompareBool(x, Py_False, Py_LT); + if (unlikely(result < 0)) + return (char) -1; + if (unlikely(result == 1)) + goto raise_neg_overflow; + } + #endif + if ((sizeof(char) <= sizeof(unsigned long))) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x)) + } else if ((sizeof(char) <= sizeof(unsigned PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) + } + } else { + #if CYTHON_USE_PYLONG_INTERNALS + if (__Pyx_PyLong_IsCompact(x)) { + __PYX_VERIFY_RETURN_INT(char, __Pyx_compact_pylong, __Pyx_PyLong_CompactValue(x)) + } else { + const digit* digits = __Pyx_PyLong_Digits(x); + assert(__Pyx_PyLong_DigitCount(x) > 1); + switch (__Pyx_PyLong_SignedDigitCount(x)) { + case -2: + if ((8 * sizeof(char) - 1 > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { + return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 2: + if ((8 * sizeof(char) > 1 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 2 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { + return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -3: + if ((8 * sizeof(char) - 1 > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { + return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 3: + if ((8 * sizeof(char) > 2 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 3 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { + return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case -4: + if ((8 * sizeof(char) - 1 > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) { + return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + case 4: + if ((8 * sizeof(char) > 3 * PyLong_SHIFT)) { + if ((8 * sizeof(unsigned long) > 4 * PyLong_SHIFT)) { + __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) + } else if ((8 * sizeof(char) - 1 > 4 * PyLong_SHIFT)) { + return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]))); + } + } + break; + } + } + #endif + if ((sizeof(char) <= sizeof(long))) { + __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x)) + } else if ((sizeof(char) <= sizeof(PY_LONG_LONG))) { + __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x)) + } + } + { + char val; + int ret = -1; + #if PY_VERSION_HEX >= 0x030d00A6 && !CYTHON_COMPILING_IN_LIMITED_API + Py_ssize_t bytes_copied = PyLong_AsNativeBytes( + x, &val, sizeof(val), Py_ASNATIVEBYTES_NATIVE_ENDIAN | (is_unsigned ? Py_ASNATIVEBYTES_UNSIGNED_BUFFER | Py_ASNATIVEBYTES_REJECT_NEGATIVE : 0)); + if (unlikely(bytes_copied == -1)) { + } else if (unlikely(bytes_copied > (Py_ssize_t) sizeof(val))) { + goto raise_overflow; + } else { + ret = 0; + } + #elif PY_VERSION_HEX < 0x030d0000 && !(CYTHON_COMPILING_IN_PYPY || CYTHON_COMPILING_IN_LIMITED_API) || defined(_PyLong_AsByteArray) + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + ret = _PyLong_AsByteArray((PyLongObject *)x, + bytes, sizeof(val), + is_little, !is_unsigned); + #else + PyObject *v; + PyObject *stepval = NULL, *mask = NULL, *shift = NULL; + int bits, remaining_bits, is_negative = 0; + int chunk_size = (sizeof(long) < 8) ? 30 : 62; + if (likely(PyLong_CheckExact(x))) { + v = __Pyx_NewRef(x); + } else { + v = PyNumber_Long(x); + if (unlikely(!v)) return (char) -1; + assert(PyLong_CheckExact(v)); + } + { + int result = PyObject_RichCompareBool(v, Py_False, Py_LT); + if (unlikely(result < 0)) { + Py_DECREF(v); + return (char) -1; + } + is_negative = result == 1; + } + if (is_unsigned && unlikely(is_negative)) { + Py_DECREF(v); + goto raise_neg_overflow; + } else if (is_negative) { + stepval = PyNumber_Invert(v); + Py_DECREF(v); + if (unlikely(!stepval)) + return (char) -1; + } else { + stepval = v; + } + v = NULL; + val = (char) 0; + mask = PyLong_FromLong((1L << chunk_size) - 1); if (unlikely(!mask)) goto done; + shift = PyLong_FromLong(chunk_size); if (unlikely(!shift)) goto done; + for (bits = 0; bits < (int) sizeof(char) * 8 - chunk_size; bits += chunk_size) { + PyObject *tmp, *digit; + long idigit; + digit = PyNumber_And(stepval, mask); + if (unlikely(!digit)) goto done; + idigit = PyLong_AsLong(digit); + Py_DECREF(digit); + if (unlikely(idigit < 0)) goto done; + val |= ((char) idigit) << bits; + tmp = PyNumber_Rshift(stepval, shift); + if (unlikely(!tmp)) goto done; + Py_DECREF(stepval); stepval = tmp; + } + Py_DECREF(shift); shift = NULL; + Py_DECREF(mask); mask = NULL; + { + long idigit = PyLong_AsLong(stepval); + if (unlikely(idigit < 0)) goto done; + remaining_bits = ((int) sizeof(char) * 8) - bits - (is_unsigned ? 0 : 1); + if (unlikely(idigit >= (1L << remaining_bits))) + goto raise_overflow; + val |= ((char) idigit) << bits; + } + if (!is_unsigned) { + if (unlikely(val & (((char) 1) << (sizeof(char) * 8 - 1)))) + goto raise_overflow; + if (is_negative) + val = ~val; + } + ret = 0; + done: + Py_XDECREF(shift); + Py_XDECREF(mask); + Py_XDECREF(stepval); + #endif + if (unlikely(ret)) + return (char) -1; + return val; + } + raise_overflow: + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to char"); + return (char) -1; + raise_neg_overflow: + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to char"); + return (char) -1; + } + +/* FormatTypeName */ + #if CYTHON_COMPILING_IN_LIMITED_API && __PYX_LIMITED_VERSION_HEX < 0x030d0000 + static __Pyx_TypeName + __Pyx_PyType_GetFullyQualifiedName(PyTypeObject* tp) + { + PyObject *module = NULL, *name = NULL, *result = NULL; + #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 + name = __Pyx_PyObject_GetAttrStr((PyObject *)tp, + __pyx_mstate_global->__pyx_n_u_qualname); + #else + name = PyType_GetQualName(tp); + #endif + if (unlikely(name == NULL) || unlikely(!PyUnicode_Check(name))) goto bad; + module = __Pyx_PyObject_GetAttrStr((PyObject *)tp, + __pyx_mstate_global->__pyx_n_u_module); + if (unlikely(module == NULL) || unlikely(!PyUnicode_Check(module))) goto bad; + if (PyUnicode_CompareWithASCIIString(module, "builtins") == 0) { + result = name; + name = NULL; + goto done; + } + result = PyUnicode_FromFormat("%U.%U", module, name); + if (unlikely(result == NULL)) goto bad; + done: + Py_XDECREF(name); + Py_XDECREF(module); + return result; + bad: + PyErr_Clear(); + if (name) { + result = name; + name = NULL; + } else { + result = __Pyx_NewRef(__pyx_mstate_global->__pyx_kp_u__7); + } + goto done; + } + #endif + +/* GetRuntimeVersion */ + #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 + void __Pyx_init_runtime_version(void) { + if (__Pyx_cached_runtime_version == 0) { + const char* rt_version = Py_GetVersion(); + unsigned long version = 0; + unsigned long factor = 0x01000000UL; + unsigned int digit = 0; + int i = 0; + while (factor) { + while ('0' <= rt_version[i] && rt_version[i] <= '9') { + digit = digit * 10 + (unsigned int) (rt_version[i] - '0'); + ++i; + } + version += factor * digit; + if (rt_version[i] != '.') + break; + digit = 0; + factor >>= 8; + ++i; + } + __Pyx_cached_runtime_version = version; + } + } + #endif + static unsigned long __Pyx_get_runtime_version(void) { + #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000 + return Py_Version & ~0xFFUL; + #else + return __Pyx_cached_runtime_version; + #endif + } + +/* CheckBinaryVersion */ + static int __Pyx_check_binary_version(unsigned long ct_version, unsigned long rt_version, int allow_newer) { + const unsigned long MAJOR_MINOR = 0xFFFF0000UL; + if ((rt_version & MAJOR_MINOR) == (ct_version & MAJOR_MINOR)) + return 0; + if (likely(allow_newer && (rt_version & MAJOR_MINOR) > (ct_version & MAJOR_MINOR))) + return 1; + { + char message[200]; + PyOS_snprintf(message, sizeof(message), + "compile time Python version %d.%d " + "of module '%.100s' " + "%s " + "runtime version %d.%d", + (int) (ct_version >> 24), (int) ((ct_version >> 16) & 0xFF), + __Pyx_MODULE_NAME, + (allow_newer) ? "was newer than" : "does not match", + (int) (rt_version >> 24), (int) ((rt_version >> 16) & 0xFF) + ); + return PyErr_WarnEx(NULL, message, 1); + } + } + +/* NewCodeObj */ + #if CYTHON_COMPILING_IN_LIMITED_API + static PyObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f, + PyObject *code, PyObject *c, PyObject* n, PyObject *v, + PyObject *fv, PyObject *cell, PyObject* fn, + PyObject *name, int fline, PyObject *lnos) { + PyObject *exception_table = NULL; + PyObject *types_module=NULL, *code_type=NULL, *result=NULL; + #if __PYX_LIMITED_VERSION_HEX < 0x030b0000 + PyObject *version_info; + PyObject *py_minor_version = NULL; + #endif + long minor_version = 0; + PyObject *type, *value, *traceback; + PyErr_Fetch(&type, &value, &traceback); + #if __PYX_LIMITED_VERSION_HEX >= 0x030b0000 + minor_version = 11; + #else + if (!(version_info = PySys_GetObject("version_info"))) goto end; + if (!(py_minor_version = PySequence_GetItem(version_info, 1))) goto end; + minor_version = PyLong_AsLong(py_minor_version); + Py_DECREF(py_minor_version); + if (minor_version == -1 && PyErr_Occurred()) goto end; + #endif + if (!(types_module = PyImport_ImportModule("types"))) goto end; + if (!(code_type = PyObject_GetAttrString(types_module, "CodeType"))) goto end; + if (minor_version <= 7) { + (void)p; + result = PyObject_CallFunction(code_type, "iiiiiOOOOOOiOOO", a, k, l, s, f, code, + c, n, v, fn, name, fline, lnos, fv, cell); + } else if (minor_version <= 10) { + result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOiOOO", a,p, k, l, s, f, code, + c, n, v, fn, name, fline, lnos, fv, cell); + } else { + if (!(exception_table = PyBytes_FromStringAndSize(NULL, 0))) goto end; + result = PyObject_CallFunction(code_type, "iiiiiiOOOOOOOiOOOO", a,p, k, l, s, f, code, + c, n, v, fn, name, name, fline, lnos, exception_table, fv, cell); + } + end: + Py_XDECREF(code_type); + Py_XDECREF(exception_table); + Py_XDECREF(types_module); + if (type) { + PyErr_Restore(type, value, traceback); + } + return result; + } + #elif PY_VERSION_HEX >= 0x030B0000 + static PyCodeObject* __Pyx__PyCode_New(int a, int p, int k, int l, int s, int f, + PyObject *code, PyObject *c, PyObject* n, PyObject *v, + PyObject *fv, PyObject *cell, PyObject* fn, + PyObject *name, int fline, PyObject *lnos) { + PyCodeObject *result; + result = + #if PY_VERSION_HEX >= 0x030C0000 + PyUnstable_Code_NewWithPosOnlyArgs + #else + PyCode_NewWithPosOnlyArgs + #endif + (a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, name, fline, lnos, __pyx_mstate_global->__pyx_empty_bytes); + #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030c00A1 + if (likely(result)) + result->_co_firsttraceable = 0; + #endif + return result; + } + #elif !CYTHON_COMPILING_IN_PYPY + #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_NewWithPosOnlyArgs(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #else + #define __Pyx__PyCode_New(a, p, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ + PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) + #endif + static PyObject* __Pyx_PyCode_New( + const __Pyx_PyCode_New_function_description descr, + PyObject * const *varnames, + PyObject *filename, + PyObject *funcname, + PyObject *line_table, + PyObject *tuple_dedup_map + ) { + PyObject *code_obj = NULL, *varnames_tuple_dedup = NULL, *code_bytes = NULL; + Py_ssize_t var_count = (Py_ssize_t) descr.nlocals; + PyObject *varnames_tuple = PyTuple_New(var_count); + if (unlikely(!varnames_tuple)) return NULL; + for (Py_ssize_t i=0; i < var_count; i++) { + Py_INCREF(varnames[i]); + if (__Pyx_PyTuple_SET_ITEM(varnames_tuple, i, varnames[i]) != (0)) goto done; + } + #if CYTHON_COMPILING_IN_LIMITED_API + varnames_tuple_dedup = PyDict_GetItem(tuple_dedup_map, varnames_tuple); + if (!varnames_tuple_dedup) { + if (unlikely(PyDict_SetItem(tuple_dedup_map, varnames_tuple, varnames_tuple) < 0)) goto done; + varnames_tuple_dedup = varnames_tuple; + } + #else + varnames_tuple_dedup = PyDict_SetDefault(tuple_dedup_map, varnames_tuple, varnames_tuple); + if (unlikely(!varnames_tuple_dedup)) goto done; + #endif + #if CYTHON_AVOID_BORROWED_REFS + Py_INCREF(varnames_tuple_dedup); + #endif + if (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table != NULL && !CYTHON_COMPILING_IN_GRAAL) { + Py_ssize_t line_table_length = __Pyx_PyBytes_GET_SIZE(line_table); + #if !CYTHON_ASSUME_SAFE_SIZE + if (unlikely(line_table_length == -1)) goto done; + #endif + Py_ssize_t code_len = (line_table_length * 2 + 4) & ~3LL; + code_bytes = PyBytes_FromStringAndSize(NULL, code_len); + if (unlikely(!code_bytes)) goto done; + char* c_code_bytes = PyBytes_AsString(code_bytes); + if (unlikely(!c_code_bytes)) goto done; + memset(c_code_bytes, 0, (size_t) code_len); + } + code_obj = (PyObject*) __Pyx__PyCode_New( + (int) descr.argcount, + (int) descr.num_posonly_args, + (int) descr.num_kwonly_args, + (int) descr.nlocals, + 0, + (int) descr.flags, + code_bytes ? code_bytes : __pyx_mstate_global->__pyx_empty_bytes, + __pyx_mstate_global->__pyx_empty_tuple, + __pyx_mstate_global->__pyx_empty_tuple, + varnames_tuple_dedup, + __pyx_mstate_global->__pyx_empty_tuple, + __pyx_mstate_global->__pyx_empty_tuple, + filename, + funcname, + (int) descr.first_line, + (__PYX_LIMITED_VERSION_HEX >= (0x030b0000) && line_table) ? line_table : __pyx_mstate_global->__pyx_empty_bytes + ); + done: + Py_XDECREF(code_bytes); + #if CYTHON_AVOID_BORROWED_REFS + Py_XDECREF(varnames_tuple_dedup); + #endif + Py_DECREF(varnames_tuple); + return code_obj; + } + +/* DecompressString */ + static PyObject *__Pyx_DecompressString(const char *s, Py_ssize_t length, int algo) { + PyObject *module = NULL, *decompress, *compressed_bytes, *decompressed; + const char* module_name = algo == 3 ? "compression.zstd" : algo == 2 ? "bz2" : "zlib"; + PyObject *methodname = PyUnicode_FromString("decompress"); + if (unlikely(!methodname)) return NULL; + #if __PYX_LIMITED_VERSION_HEX >= 0x030e0000 + if (algo == 3) { + PyObject *fromlist = Py_BuildValue("[O]", methodname); + if (unlikely(!fromlist)) goto bad; + module = PyImport_ImportModuleLevel("compression.zstd", NULL, NULL, fromlist, 0); + Py_DECREF(fromlist); + } else + #endif + module = PyImport_ImportModule(module_name); + if (unlikely(!module)) goto import_failed; + decompress = PyObject_GetAttr(module, methodname); + if (unlikely(!decompress)) goto import_failed; + { + #ifdef __cplusplus + char *memview_bytes = const_cast(s); + #else + #if defined(__clang__) + #pragma clang diagnostic push + #pragma clang diagnostic ignored "-Wcast-qual" + #elif !defined(__INTEL_COMPILER) && defined(__GNUC__) + #pragma GCC diagnostic push + #pragma GCC diagnostic ignored "-Wcast-qual" + #endif + char *memview_bytes = (char*) s; + #if defined(__clang__) + #pragma clang diagnostic pop + #elif !defined(__INTEL_COMPILER) && defined(__GNUC__) + #pragma GCC diagnostic pop + #endif + #endif + #if CYTHON_COMPILING_IN_LIMITED_API && !defined(PyBUF_READ) + int memview_flags = 0x100; + #else + int memview_flags = PyBUF_READ; + #endif + compressed_bytes = PyMemoryView_FromMemory(memview_bytes, length, memview_flags); + } + if (unlikely(!compressed_bytes)) { + Py_DECREF(decompress); + goto bad; + } + decompressed = PyObject_CallFunctionObjArgs(decompress, compressed_bytes, NULL); + Py_DECREF(compressed_bytes); + Py_DECREF(decompress); + Py_DECREF(module); + Py_DECREF(methodname); + return decompressed; + import_failed: + PyErr_Format(PyExc_ImportError, + "Failed to import '%.20s.decompress' - cannot initialise module strings. " + "String compression was configured with the C macro 'CYTHON_COMPRESS_STRINGS=%d'.", + module_name, algo); + bad: + Py_XDECREF(module); + Py_DECREF(methodname); + return NULL; + } + +#include +static CYTHON_INLINE Py_ssize_t __Pyx_ssize_strlen(const char *s) { + size_t len = strlen(s); + if (unlikely(len > (size_t) PY_SSIZE_T_MAX)) { + PyErr_SetString(PyExc_OverflowError, "byte string is too long"); + return -1; + } + return (Py_ssize_t) len; +} +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { + Py_ssize_t len = __Pyx_ssize_strlen(c_str); + if (unlikely(len < 0)) return NULL; + return __Pyx_PyUnicode_FromStringAndSize(c_str, len); +} +static CYTHON_INLINE PyObject* __Pyx_PyByteArray_FromString(const char* c_str) { + Py_ssize_t len = __Pyx_ssize_strlen(c_str); + if (unlikely(len < 0)) return NULL; + return PyByteArray_FromStringAndSize(c_str, len); +} +static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { + Py_ssize_t ignore; + return __Pyx_PyObject_AsStringAndSize(o, &ignore); +} +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 +static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { + if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; +#if CYTHON_COMPILING_IN_LIMITED_API + { + const char* result; + Py_ssize_t unicode_length; + CYTHON_MAYBE_UNUSED_VAR(unicode_length); // only for __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + #if __PYX_LIMITED_VERSION_HEX < 0x030A0000 + if (unlikely(PyArg_Parse(o, "s#", &result, length) < 0)) return NULL; + #else + result = PyUnicode_AsUTF8AndSize(o, length); + #endif + #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + unicode_length = PyUnicode_GetLength(o); + if (unlikely(unicode_length < 0)) return NULL; + if (unlikely(unicode_length != *length)) { + PyUnicode_AsASCIIString(o); + return NULL; + } + #endif + return result; + } +#else +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (likely(PyUnicode_IS_ASCII(o))) { + *length = PyUnicode_GET_LENGTH(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else + return PyUnicode_AsUTF8AndSize(o, length); +#endif +#endif +} +#endif +static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 + if (PyUnicode_Check(o)) { + return __Pyx_PyUnicode_AsStringAndSize(o, length); + } else +#endif + if (PyByteArray_Check(o)) { +#if (CYTHON_ASSUME_SAFE_SIZE && CYTHON_ASSUME_SAFE_MACROS) || (CYTHON_COMPILING_IN_PYPY && (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))) + *length = PyByteArray_GET_SIZE(o); + return PyByteArray_AS_STRING(o); +#else + *length = PyByteArray_Size(o); + if (*length == -1) return NULL; + return PyByteArray_AsString(o); +#endif + } else + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (unlikely(r < 0)) { + return NULL; + } else { + return result; + } + } +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { + int is_true = x == Py_True; + if (is_true | (x == Py_False) | (x == Py_None)) return is_true; + else return PyObject_IsTrue(x); +} +static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { + int retval; + if (unlikely(!x)) return -1; + retval = __Pyx_PyObject_IsTrue(x); + Py_DECREF(x); + return retval; +} +static PyObject* __Pyx_PyNumber_LongWrongResultType(PyObject* result) { + __Pyx_TypeName result_type_name = __Pyx_PyType_GetFullyQualifiedName(Py_TYPE(result)); + if (PyLong_Check(result)) { + if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, + "__int__ returned non-int (type " __Pyx_FMT_TYPENAME "). " + "The ability to return an instance of a strict subclass of int is deprecated, " + "and may be removed in a future version of Python.", + result_type_name)) { + __Pyx_DECREF_TypeName(result_type_name); + Py_DECREF(result); + return NULL; + } + __Pyx_DECREF_TypeName(result_type_name); + return result; + } + PyErr_Format(PyExc_TypeError, + "__int__ returned non-int (type " __Pyx_FMT_TYPENAME ")", + result_type_name); + __Pyx_DECREF_TypeName(result_type_name); + Py_DECREF(result); + return NULL; +} +static CYTHON_INLINE PyObject* __Pyx_PyNumber_Long(PyObject* x) { +#if CYTHON_USE_TYPE_SLOTS + PyNumberMethods *m; +#endif + PyObject *res = NULL; + if (likely(PyLong_Check(x))) + return __Pyx_NewRef(x); +#if CYTHON_USE_TYPE_SLOTS + m = Py_TYPE(x)->tp_as_number; + if (likely(m && m->nb_int)) { + res = m->nb_int(x); + } +#else + if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { + res = PyNumber_Long(x); + } +#endif + if (likely(res)) { + if (unlikely(!PyLong_CheckExact(res))) { + return __Pyx_PyNumber_LongWrongResultType(res); + } + } + else if (!PyErr_Occurred()) { + PyErr_SetString(PyExc_TypeError, + "an integer is required"); + } + return res; +} +static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { + Py_ssize_t ival; + PyObject *x; + if (likely(PyLong_CheckExact(b))) { + #if CYTHON_USE_PYLONG_INTERNALS + if (likely(__Pyx_PyLong_IsCompact(b))) { + return __Pyx_PyLong_CompactValue(b); + } else { + const digit* digits = __Pyx_PyLong_Digits(b); + const Py_ssize_t size = __Pyx_PyLong_SignedDigitCount(b); + switch (size) { + case 2: + if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { + return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -2: + if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case 3: + if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { + return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -3: + if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case 4: + if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { + return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + case -4: + if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { + return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); + } + break; + } + } + #endif + return PyLong_AsSsize_t(b); + } + x = PyNumber_Index(b); + if (!x) return -1; + ival = PyLong_AsSsize_t(x); + Py_DECREF(x); + return ival; +} +static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) { + if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) { + return (Py_hash_t) __Pyx_PyIndex_AsSsize_t(o); + } else { + Py_ssize_t ival; + PyObject *x; + x = PyNumber_Index(o); + if (!x) return -1; + ival = PyLong_AsLong(x); + Py_DECREF(x); + return ival; + } +} +static CYTHON_INLINE PyObject *__Pyx_Owned_Py_None(int b) { + CYTHON_UNUSED_VAR(b); + return __Pyx_NewRef(Py_None); +} +static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { + return __Pyx_NewRef(b ? Py_True: Py_False); +} +static CYTHON_INLINE PyObject * __Pyx_PyLong_FromSize_t(size_t ival) { + return PyLong_FromSize_t(ival); +} + + + /* MultiPhaseInitModuleState */ + #if CYTHON_PEP489_MULTI_PHASE_INIT && CYTHON_USE_MODULE_STATE + #ifndef CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + #if (CYTHON_COMPILING_IN_LIMITED_API || PY_VERSION_HEX >= 0x030C0000) + #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 1 + #else + #define CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE 0 + #endif + #endif + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE && !CYTHON_ATOMICS + #error "Module state with PEP489 requires atomics. Currently that's one of\ + C11, C++11, gcc atomic intrinsics or MSVC atomic intrinsics" + #endif + #if !CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + #define __Pyx_ModuleStateLookup_Lock() + #define __Pyx_ModuleStateLookup_Unlock() + #elif !CYTHON_COMPILING_IN_LIMITED_API && PY_VERSION_HEX >= 0x030d0000 + static PyMutex __Pyx_ModuleStateLookup_mutex = {0}; + #define __Pyx_ModuleStateLookup_Lock() PyMutex_Lock(&__Pyx_ModuleStateLookup_mutex) + #define __Pyx_ModuleStateLookup_Unlock() PyMutex_Unlock(&__Pyx_ModuleStateLookup_mutex) + #elif defined(__cplusplus) && __cplusplus >= 201103L + #include + static std::mutex __Pyx_ModuleStateLookup_mutex; + #define __Pyx_ModuleStateLookup_Lock() __Pyx_ModuleStateLookup_mutex.lock() + #define __Pyx_ModuleStateLookup_Unlock() __Pyx_ModuleStateLookup_mutex.unlock() + #elif defined(__STDC_VERSION__) && (__STDC_VERSION__ > 201112L) && !defined(__STDC_NO_THREADS__) + #include + static mtx_t __Pyx_ModuleStateLookup_mutex; + static once_flag __Pyx_ModuleStateLookup_mutex_once_flag = ONCE_FLAG_INIT; + static void __Pyx_ModuleStateLookup_initialize_mutex(void) { + mtx_init(&__Pyx_ModuleStateLookup_mutex, mtx_plain); + } + #define __Pyx_ModuleStateLookup_Lock()\ + call_once(&__Pyx_ModuleStateLookup_mutex_once_flag, __Pyx_ModuleStateLookup_initialize_mutex);\ + mtx_lock(&__Pyx_ModuleStateLookup_mutex) + #define __Pyx_ModuleStateLookup_Unlock() mtx_unlock(&__Pyx_ModuleStateLookup_mutex) + #elif defined(HAVE_PTHREAD_H) + #include + static pthread_mutex_t __Pyx_ModuleStateLookup_mutex = PTHREAD_MUTEX_INITIALIZER; + #define __Pyx_ModuleStateLookup_Lock() pthread_mutex_lock(&__Pyx_ModuleStateLookup_mutex) + #define __Pyx_ModuleStateLookup_Unlock() pthread_mutex_unlock(&__Pyx_ModuleStateLookup_mutex) + #elif defined(_WIN32) + #include // synchapi.h on its own doesn't work + static SRWLOCK __Pyx_ModuleStateLookup_mutex = SRWLOCK_INIT; + #define __Pyx_ModuleStateLookup_Lock() AcquireSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex) + #define __Pyx_ModuleStateLookup_Unlock() ReleaseSRWLockExclusive(&__Pyx_ModuleStateLookup_mutex) + #else + #error "No suitable lock available for CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE.\ + Requires C standard >= C11, or C++ standard >= C++11,\ + or pthreads, or the Windows 32 API, or Python >= 3.13." + #endif + typedef struct { + int64_t id; + PyObject *module; + } __Pyx_InterpreterIdAndModule; + typedef struct { + char interpreter_id_as_index; + Py_ssize_t count; + Py_ssize_t allocated; + __Pyx_InterpreterIdAndModule table[1]; + } __Pyx_ModuleStateLookupData; + #define __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE 32 + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + static __pyx_atomic_int_type __Pyx_ModuleStateLookup_read_counter = 0; + #endif + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + static __pyx_atomic_ptr_type __Pyx_ModuleStateLookup_data = 0; + #else + static __Pyx_ModuleStateLookupData* __Pyx_ModuleStateLookup_data = NULL; + #endif + static __Pyx_InterpreterIdAndModule* __Pyx_State_FindModuleStateLookupTableLowerBound( + __Pyx_InterpreterIdAndModule* table, + Py_ssize_t count, + int64_t interpreterId) { + __Pyx_InterpreterIdAndModule* begin = table; + __Pyx_InterpreterIdAndModule* end = begin + count; + if (begin->id == interpreterId) { + return begin; + } + while ((end - begin) > __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) { + __Pyx_InterpreterIdAndModule* halfway = begin + (end - begin)/2; + if (halfway->id == interpreterId) { + return halfway; + } + if (halfway->id < interpreterId) { + begin = halfway; + } else { + end = halfway; + } + } + for (; begin < end; ++begin) { + if (begin->id >= interpreterId) return begin; + } + return begin; + } + static PyObject *__Pyx_State_FindModule(CYTHON_UNUSED void* dummy) { + int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); + if (interpreter_id == -1) return NULL; + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __Pyx_ModuleStateLookupData* data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data); + { + __pyx_atomic_incr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); + if (likely(data)) { + __Pyx_ModuleStateLookupData* new_data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_acquire(&__Pyx_ModuleStateLookup_data); + if (likely(data == new_data)) { + goto read_finished; + } + } + __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); + __Pyx_ModuleStateLookup_Lock(); + __pyx_atomic_incr_relaxed(&__Pyx_ModuleStateLookup_read_counter); + data = (__Pyx_ModuleStateLookupData*)__pyx_atomic_pointer_load_relaxed(&__Pyx_ModuleStateLookup_data); + __Pyx_ModuleStateLookup_Unlock(); + } + read_finished:; + #else + __Pyx_ModuleStateLookupData* data = __Pyx_ModuleStateLookup_data; + #endif + __Pyx_InterpreterIdAndModule* found = NULL; + if (unlikely(!data)) goto end; + if (data->interpreter_id_as_index) { + if (interpreter_id < data->count) { + found = data->table+interpreter_id; + } + } else { + found = __Pyx_State_FindModuleStateLookupTableLowerBound( + data->table, data->count, interpreter_id); + } + end: + { + PyObject *result=NULL; + if (found && found->id == interpreter_id) { + result = found->module; + } + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __pyx_atomic_decr_acq_rel(&__Pyx_ModuleStateLookup_read_counter); + #endif + return result; + } + } + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + static void __Pyx_ModuleStateLookup_wait_until_no_readers(void) { + while (__pyx_atomic_load(&__Pyx_ModuleStateLookup_read_counter) != 0); + } + #else + #define __Pyx_ModuleStateLookup_wait_until_no_readers() + #endif + static int __Pyx_State_AddModuleInterpIdAsIndex(__Pyx_ModuleStateLookupData **old_data, PyObject* module, int64_t interpreter_id) { + Py_ssize_t to_allocate = (*old_data)->allocated; + while (to_allocate <= interpreter_id) { + if (to_allocate == 0) to_allocate = 1; + else to_allocate *= 2; + } + __Pyx_ModuleStateLookupData *new_data = *old_data; + if (to_allocate != (*old_data)->allocated) { + new_data = (__Pyx_ModuleStateLookupData *)realloc( + *old_data, + sizeof(__Pyx_ModuleStateLookupData)+(to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule)); + if (!new_data) { + PyErr_NoMemory(); + return -1; + } + for (Py_ssize_t i = new_data->allocated; i < to_allocate; ++i) { + new_data->table[i].id = i; + new_data->table[i].module = NULL; + } + new_data->allocated = to_allocate; + } + new_data->table[interpreter_id].module = module; + if (new_data->count < interpreter_id+1) { + new_data->count = interpreter_id+1; + } + *old_data = new_data; + return 0; + } + static void __Pyx_State_ConvertFromInterpIdAsIndex(__Pyx_ModuleStateLookupData *data) { + __Pyx_InterpreterIdAndModule *read = data->table; + __Pyx_InterpreterIdAndModule *write = data->table; + __Pyx_InterpreterIdAndModule *end = read + data->count; + for (; readmodule) { + write->id = read->id; + write->module = read->module; + ++write; + } + } + data->count = write - data->table; + for (; writeid = 0; + write->module = NULL; + } + data->interpreter_id_as_index = 0; + } + static int __Pyx_State_AddModule(PyObject* module, CYTHON_UNUSED void* dummy) { + int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); + if (interpreter_id == -1) return -1; + int result = 0; + __Pyx_ModuleStateLookup_Lock(); + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __Pyx_ModuleStateLookupData *old_data = (__Pyx_ModuleStateLookupData *) + __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0); + #else + __Pyx_ModuleStateLookupData *old_data = __Pyx_ModuleStateLookup_data; + #endif + __Pyx_ModuleStateLookupData *new_data = old_data; + if (!new_data) { + new_data = (__Pyx_ModuleStateLookupData *)calloc(1, sizeof(__Pyx_ModuleStateLookupData)); + if (!new_data) { + result = -1; + PyErr_NoMemory(); + goto end; + } + new_data->allocated = 1; + new_data->interpreter_id_as_index = 1; + } + __Pyx_ModuleStateLookup_wait_until_no_readers(); + if (new_data->interpreter_id_as_index) { + if (interpreter_id < __PYX_MODULE_STATE_LOOKUP_SMALL_SIZE) { + result = __Pyx_State_AddModuleInterpIdAsIndex(&new_data, module, interpreter_id); + goto end; + } + __Pyx_State_ConvertFromInterpIdAsIndex(new_data); + } + { + Py_ssize_t insert_at = 0; + { + __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound( + new_data->table, new_data->count, interpreter_id); + assert(lower_bound); + insert_at = lower_bound - new_data->table; + if (unlikely(insert_at < new_data->count && lower_bound->id == interpreter_id)) { + lower_bound->module = module; + goto end; // already in table, nothing more to do + } + } + if (new_data->count+1 >= new_data->allocated) { + Py_ssize_t to_allocate = (new_data->count+1)*2; + new_data = + (__Pyx_ModuleStateLookupData*)realloc( + new_data, + sizeof(__Pyx_ModuleStateLookupData) + + (to_allocate-1)*sizeof(__Pyx_InterpreterIdAndModule)); + if (!new_data) { + result = -1; + new_data = old_data; + PyErr_NoMemory(); + goto end; + } + new_data->allocated = to_allocate; + } + ++new_data->count; + int64_t last_id = interpreter_id; + PyObject *last_module = module; + for (Py_ssize_t i=insert_at; icount; ++i) { + int64_t current_id = new_data->table[i].id; + new_data->table[i].id = last_id; + last_id = current_id; + PyObject *current_module = new_data->table[i].module; + new_data->table[i].module = last_module; + last_module = current_module; + } + } + end: + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, new_data); + #else + __Pyx_ModuleStateLookup_data = new_data; + #endif + __Pyx_ModuleStateLookup_Unlock(); + return result; + } + static int __Pyx_State_RemoveModule(CYTHON_UNUSED void* dummy) { + int64_t interpreter_id = PyInterpreterState_GetID(__Pyx_PyInterpreterState_Get()); + if (interpreter_id == -1) return -1; + __Pyx_ModuleStateLookup_Lock(); + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __Pyx_ModuleStateLookupData *data = (__Pyx_ModuleStateLookupData *) + __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, 0); + #else + __Pyx_ModuleStateLookupData *data = __Pyx_ModuleStateLookup_data; + #endif + if (data->interpreter_id_as_index) { + if (interpreter_id < data->count) { + data->table[interpreter_id].module = NULL; + } + goto done; + } + { + __Pyx_ModuleStateLookup_wait_until_no_readers(); + __Pyx_InterpreterIdAndModule* lower_bound = __Pyx_State_FindModuleStateLookupTableLowerBound( + data->table, data->count, interpreter_id); + if (!lower_bound) goto done; + if (lower_bound->id != interpreter_id) goto done; + __Pyx_InterpreterIdAndModule *end = data->table+data->count; + for (;lower_boundid = (lower_bound+1)->id; + lower_bound->module = (lower_bound+1)->module; + } + } + --data->count; + if (data->count == 0) { + free(data); + data = NULL; + } + done: + #if CYTHON_MODULE_STATE_LOOKUP_THREAD_SAFE + __pyx_atomic_pointer_exchange(&__Pyx_ModuleStateLookup_data, data); + #else + __Pyx_ModuleStateLookup_data = data; + #endif + __Pyx_ModuleStateLookup_Unlock(); + return 0; + } + #endif + +/* #### Code section: utility_code_pragmas_end ### */ +#ifdef _MSC_VER +#pragma warning( pop ) +#endif + + + +/* #### Code section: end ### */ +#endif /* Py_PYTHON_H */ diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.pyx b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.pyx new file mode 100644 index 0000000000000000000000000000000000000000..091fcc3a50a51f3d3fee47a70825260757e6d885 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/core.pyx @@ -0,0 +1,47 @@ +import numpy as np + +cimport cython +cimport numpy as np + +from cython.parallel import prange + + +@cython.boundscheck(False) +@cython.wraparound(False) +cdef void maximum_path_each(int[:,::1] path, float[:,::1] value, int t_x, int t_y, float max_neg_val) nogil: + cdef int x + cdef int y + cdef float v_prev + cdef float v_cur + cdef float tmp + cdef int index = t_x - 1 + + for y in range(t_y): + for x in range(max(0, t_x + y - t_y), min(t_x, y + 1)): + if x == y: + v_cur = max_neg_val + else: + v_cur = value[x, y-1] + if x == 0: + if y == 0: + v_prev = 0. + else: + v_prev = max_neg_val + else: + v_prev = value[x-1, y-1] + value[x, y] = max(v_cur, v_prev) + value[x, y] + + for y in range(t_y - 1, -1, -1): + path[index, y] = 1 + if index != 0 and (index == y or value[index, y-1] < value[index-1, y-1]): + index = index - 1 + + +@cython.boundscheck(False) +@cython.wraparound(False) +cpdef void maximum_path_c(int[:,:,::1] paths, float[:,:,::1] values, int[::1] t_xs, int[::1] t_ys, float max_neg_val=-1e9) nogil: + cdef int b = values.shape[0] + + cdef int i + for i in prange(b, nogil=True): + maximum_path_each(paths[i], values[i], t_xs[i], t_ys[i], max_neg_val) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/setup.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/setup.py new file mode 100644 index 0000000000000000000000000000000000000000..f22bc6a35a5a04c9e6d7b82040973722c9b770c9 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/monotonic_align/setup.py @@ -0,0 +1,7 @@ +# from distutils.core import setup +# from Cython.Build import cythonize +# import numpy + +# setup(name='monotonic_align', +# ext_modules=cythonize("core.pyx"), +# include_dirs=[numpy.get_include()]) diff --git a/matcha_inference_standalone/Matcha-TTS/matcha/utils/utils.py b/matcha_inference_standalone/Matcha-TTS/matcha/utils/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..c09e6692e0f609b17cb72d7ccb5db21a9e534c94 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha/utils/utils.py @@ -0,0 +1,47 @@ +import os +import sys +from pathlib import Path +import numpy as np +import torch + +def intersperse(lst, item): + # Adds blank symbol + result = [item] * (len(lst) * 2 + 1) + result[1::2] = lst + return result + +def to_numpy(tensor): + if isinstance(tensor, np.ndarray): + return tensor + elif isinstance(tensor, torch.Tensor): + return tensor.detach().cpu().numpy() + elif isinstance(tensor, list): + return np.array(tensor) + else: + raise TypeError("Unsupported type for conversion to numpy array") + +def get_user_data_dir(appname="matcha_tts"): + MATCHA_HOME = os.environ.get("MATCHA_HOME") + if MATCHA_HOME is not None: + ans = Path(MATCHA_HOME).expanduser().resolve(strict=False) + elif sys.platform == "win32": + import winreg # pylint: disable=import-outside-toplevel + key = winreg.OpenKey( + winreg.HKEY_CURRENT_USER, + r"Software\Microsoft\Windows\CurrentVersion\Explorer\Shell Folders", + ) + dir_, _ = winreg.QueryValueEx(key, "Local AppData") + ans = Path(dir_).resolve(strict=False) + elif sys.platform == "darwin": + ans = Path("~/Library/Application Support/").expanduser() + else: + ans = Path.home().joinpath(".local/share") + + final_path = ans.joinpath(appname) + final_path.mkdir(parents=True, exist_ok=True) + return final_path + +def assert_model_downloaded(checkpoint_path, url, use_wget=True): + if Path(checkpoint_path).exists(): + return + raise FileNotFoundError(f"Model not found at {checkpoint_path}! Standalone mode requires models to be pre-downloaded.") diff --git a/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/PKG-INFO b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/PKG-INFO new file mode 100644 index 0000000000000000000000000000000000000000..b1c7fcaabd7cd3d494403633a12574cd9d710797 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/PKG-INFO @@ -0,0 +1,26 @@ +Metadata-Version: 2.4 +Name: matcha-tts +Version: 0.0.1 +Summary: Matcha-TTS Standalone Inference Package +Requires-Python: >=3.9.0 +Description-Content-Type: text/markdown +Requires-Dist: torch>=2.0.0 +Requires-Dist: lightning>=2.0.0 +Requires-Dist: numpy +Requires-Dist: scipy +Requires-Dist: librosa +Requires-Dist: soundfile +Requires-Dist: Cython +Requires-Dist: einops +Requires-Dist: inflect +Requires-Dist: Unidecode +Requires-Dist: conformer==0.3.2 +Requires-Dist: diffusers +Requires-Dist: phonemizer +Dynamic: description +Dynamic: description-content-type +Dynamic: requires-dist +Dynamic: requires-python +Dynamic: summary + +Matcha-TTS standalone package for inference diff --git a/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/SOURCES.txt b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/SOURCES.txt new file mode 100644 index 0000000000000000000000000000000000000000..220ff39cd4b33cb84aa9412f342bec077defb0c6 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/SOURCES.txt @@ -0,0 +1,34 @@ +pyproject.toml +setup.py +matcha/__init__.py +matcha/hifigan/__init__.py +matcha/hifigan/config.py +matcha/hifigan/denoiser.py +matcha/hifigan/env.py +matcha/hifigan/meldataset.py +matcha/hifigan/models.py +matcha/hifigan/xutils.py +matcha/models/__init__.py +matcha/models/baselightningmodule.py +matcha/models/matcha_tts.py +matcha/models/components/__init__.py +matcha/models/components/decoder.py +matcha/models/components/flow_matching.py +matcha/models/components/text_encoder.py +matcha/models/components/transformer.py +matcha/text/__init__.py +matcha/text/cleaners.py +matcha/text/numbers.py +matcha/text/symbols.py +matcha/utils/__init__.py +matcha/utils/audio.py +matcha/utils/model.py +matcha/utils/utils.py +matcha/utils/monotonic_align/__init__.py +matcha/utils/monotonic_align/core.c +matcha/utils/monotonic_align/setup.py +matcha_tts.egg-info/PKG-INFO +matcha_tts.egg-info/SOURCES.txt +matcha_tts.egg-info/dependency_links.txt +matcha_tts.egg-info/requires.txt +matcha_tts.egg-info/top_level.txt \ No newline at end of file diff --git a/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/dependency_links.txt b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/dependency_links.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/dependency_links.txt @@ -0,0 +1 @@ + diff --git a/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/requires.txt b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/requires.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8109f6162e5c77ecc937388d2bf38b7ff60ea6 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/requires.txt @@ -0,0 +1,13 @@ +torch>=2.0.0 +lightning>=2.0.0 +numpy +scipy +librosa +soundfile +Cython +einops +inflect +Unidecode +conformer==0.3.2 +diffusers +phonemizer diff --git a/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/top_level.txt b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/top_level.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac32aa8633c4ebede38a03041c895232292117ad --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/matcha_tts.egg-info/top_level.txt @@ -0,0 +1 @@ +matcha diff --git a/matcha_inference_standalone/Matcha-TTS/pyproject.toml b/matcha_inference_standalone/Matcha-TTS/pyproject.toml new file mode 100644 index 0000000000000000000000000000000000000000..1150674b4f9e94b54e68d884806b6d242268e21c --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/pyproject.toml @@ -0,0 +1,51 @@ +[build-system] +requires = ["setuptools", "wheel", "cython>=3.0.0", "numpy>=1.26.0", "packaging"] + +[tool.black] +line-length = 120 +target-version = ['py310'] +exclude = ''' + +( + /( + \.eggs # exclude a few common directories in the + | \.git # root of the project + | \.hg + | \.mypy_cache + | \.tox + | \.venv + | _build + | buck-out + | build + | dist + )/ + | foo.py # also separately exclude a file named foo.py in + # the root of the project +) +''' + +[tool.pytest.ini_options] +addopts = [ + "--color=yes", + "--durations=0", + "--strict-markers", + "--doctest-modules", +] +filterwarnings = [ + "ignore::DeprecationWarning", + "ignore::UserWarning", +] +log_cli = "True" +markers = [ + "slow: slow tests", +] +minversion = "6.0" +testpaths = "tests/" + +[tool.coverage.report] +exclude_lines = [ + "pragma: nocover", + "raise NotImplementedError", + "raise NotImplementedError()", + "if __name__ == .__main__.:", +] diff --git a/matcha_inference_standalone/Matcha-TTS/requirements.txt b/matcha_inference_standalone/Matcha-TTS/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8109f6162e5c77ecc937388d2bf38b7ff60ea6 --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/requirements.txt @@ -0,0 +1,13 @@ +torch>=2.0.0 +lightning>=2.0.0 +numpy +scipy +librosa +soundfile +Cython +einops +inflect +Unidecode +conformer==0.3.2 +diffusers +phonemizer diff --git a/matcha_inference_standalone/Matcha-TTS/setup.py b/matcha_inference_standalone/Matcha-TTS/setup.py new file mode 100644 index 0000000000000000000000000000000000000000..7483d712253f872ef2301a4e4a52842574f5df0f --- /dev/null +++ b/matcha_inference_standalone/Matcha-TTS/setup.py @@ -0,0 +1,31 @@ +#!/usr/bin/env python +import os +import numpy +from Cython.Build import cythonize +from setuptools import Extension, find_packages, setup + +exts = [ + Extension( + name="matcha.utils.monotonic_align.core", + sources=["matcha/utils/monotonic_align/core.pyx"], + ) +] + +def get_requires(): + requirements = os.path.join(os.path.dirname(__file__), "requirements.txt") + with open(requirements, encoding="utf-8") as reqfile: + return [str(r).strip() for r in reqfile] + +setup( + name="matcha-tts", + version="0.0.1", + description="Matcha-TTS Standalone Inference Package", + long_description="Matcha-TTS standalone package for inference", + long_description_content_type="text/markdown", + install_requires=get_requires(), + include_dirs=[numpy.get_include()], + include_package_data=True, + packages=find_packages(), + ext_modules=cythonize(exts, language_level=3), + python_requires=">=3.9.0", +) diff --git a/matcha_inference_standalone/README.md b/matcha_inference_standalone/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c1dc4254d663cd01bc502e6a398fb8ef809fa2d4 --- /dev/null +++ b/matcha_inference_standalone/README.md @@ -0,0 +1,134 @@ +# Gói Chạy Model Matcha-TTS Di Động - Giọng Nữ Tiếng Việt (Tăng Tốc 4.0x Chuẩn Google) + +Thư mục này chứa đầy đủ mô hình và mã nguồn tối giản, chỉ giữ lại các tệp tin cần thiết nhất để chạy giọng nữ Tiếng Việt, hỗ trợ điều chỉnh tốc độ chuẩn Google (WSOLA) và chỉnh âm lượng. + +Có hai cách sử dụng: Chạy qua tập lệnh CLI (`run_tts.py`) hoặc chạy làm một API Server độc lập (`api_server.py`). + +## 📁 Cấu trúc thư mục tối giản +- `run_tts.py`: Tập lệnh CLI chính để chạy đọc truyện. +- `api_server.py`: API Server FastAPI hỗ trợ chạy ngầm và gọi qua HTTP POST. +- `model/`: + - `checkpoint_016.ckpt`: Checkpoint giọng nói (Epoch 16). + - `generator_v1`: Bộ giải mã âm thanh HiFi-GAN Vocoder. +- `Matcha-TTS/`: Thư viện lõi (chỉ chứa các file Python định nghĩa mô hình, không chứa file rác). + +--- + +## 🚀 Hướng dẫn cài đặt trên máy mới + +### Bước 1: Cài đặt công cụ hệ thống (FFmpeg) +Yêu cầu hệ thống cần có **FFmpeg** để điều chỉnh tốc độ và âm lượng. +- **Ubuntu / Debian**: + ```bash + sudo apt-get update && sudo apt-get install -y ffmpeg + ``` +- **macOS** (yêu cầu Homebrew): + ```bash + brew install ffmpeg + ``` + +### Bước 2: Thiết lập môi trường và biên dịch mô hình +Chạy lệnh sau tại thư mục chứa bộ code này: +```bash +# 1. Tạo và kích hoạt môi trường ảo Python (khuyên dùng Python 3.10 hoặc 3.12) +python -m venv .venv +source .venv/bin/activate + +# 2. Cài đặt các thư viện cần thiết và tự động biên dịch module core cho máy mới +cd Matcha-TTS +pip install -e . +cd .. +``` + +--- + +## 💻 Cách 1: Sử dụng CLI (`run_tts.py`) + +Kích hoạt môi trường ảo (`source .venv/bin/activate`) và chạy: + +### 1. Đọc truyện với tốc độ 4.0x (chuẩn Google) và âm lượng mặc định: +```bash +python run_tts.py --text "Thạch thôn nằm ở giữa núi rừng hoang dã." --speed 4.0 --output truyen_4x.wav +``` + +### 2. Tăng âm lượng to hơn (ví dụ: tăng gấp rưỡi hoặc gấp đôi): +* **Tăng 50% âm lượng (1.5 lần)**: + ```bash + python run_tts.py --text "Thạch thôn nằm ở giữa núi rừng hoang dã." --speed 4.0 --volume 1.5 --output truyen_to_hon.wav + ``` +* **Tăng gấp đôi âm lượng (2.0 lần)**: + ```bash + python run_tts.py --text "Thạch thôn nằm ở giữa núi rừng hoang dã." --speed 4.0 --volume 2.0 --output truyen_rat_to.wav + ``` + +--- + +## 🌐 Cách 2: Sử dụng API Server (`api_server.py`) + +Nếu bạn muốn chạy mô hình thành một dịch vụ ngầm (API) để các ứng dụng khác gọi qua mạng: + +### 1. Khởi chạy Server: +```bash +# Kích hoạt môi trường ảo +source .venv/bin/activate + +# Chạy server ở cổng mặc định 8016 (hoặc thay đổi bằng cách đặt biến môi trường PORT=8080) +python api_server.py +``` + +### 2. Gọi API để tổng hợp giọng nói: + +* **Gọi bằng `curl` (Lưu file Wav trực tiếp):** + ```bash + curl -X POST http://127.0.0.1:8016/synthesize \ + -H "Content-Type: application/json" \ + -d '{"text": "Kính chào quý thính giả đã đến với kênh truyện.", "speed": 4.0, "volume": 1.5}' \ + --output truyen_tu_api.wav + ``` + +* **Gọi bằng Python Code:** + ```python + import requests + + url = "http://127.0.0.1:8016/synthesize" + data = { + "text": "Kính chào quý thính giả đã đến với kênh truyện.", + "speed": 4.0, + "volume": 1.5 + } + + response = requests.post(url, json=data) + if response.status_code == 200: + with open("truyen_tu_api.wav", "wb") as f: + f.write(response.content) + print("Tải file thành công!") + else: + print("Lỗi:", response.json()) + ``` + +--- + +## 🧠 Thuật toán xử lý âm thanh & Ngắt nghỉ tối ưu (Audiobook Algorithm) + +Nhằm tối ưu hóa Matcha-TTS phục vụ việc đọc truyện tiểu thuyết dài hơi (ngọng ngắt, không đều giọng, giật pha), hệ thống đã cài đặt một thuật toán khâu nối waveform và xử lý văn bản chuyên biệt: + +### 1. Phân rã văn bản theo đoạn văn thực tế (Paragraph-based Chunking) +* **Nguyên lý:** Thay vì chia nhỏ văn bản theo từng câu độc lập (khiến mô hình mất đi tính liên kết ngữ cảnh và hạ giọng đột ngột), hệ thống chia văn bản dựa theo các **đoạn văn thực tế (xuống dòng `\n`)**. +* **Đặc điểm:** Một đoạn văn dài (nhiều câu) được sinh ra liên mạch trong một chu kỳ inference đơn lẻ của Matcha-TTS. Giúp mô hình tự kiểm soát ngữ điệu, cao độ luyến láy và nhịp ngắt nghỉ siêu ngắn giữa các câu con một cách tự nhiên nhất. +* **Hạn chế độ dài:** Chỉ khi đoạn văn vượt quá **85 từ**, thuật toán mới tự động chia tách nhỏ theo dấu chấm câu để tránh quá tải VRAM. + +### 2. Thuật toán Nối Smoothstep & Chèn khoảng nghỉ tĩnh (Fading & Silence Insertion) +Để ghép nối các đoạn văn độc lập mà không bị click/gập biên độ sóng âm hoặc tạo cảm giác dồn dập (hụt hơi), thuật toán `concatenate_with_pause_and_smooth_fades` thực hiện: +* **Fade-out đuôi đoạn trước (150ms):** Sử dụng hàm số mịn **Smoothstep** $s = 3t^2 - 2t^3$ (gia tốc biến đổi ở biên bằng 0) để vuốt âm lượng của 150ms cuối cùng về 0. Giúp giọng đọc giảm xuống một cách cực kỳ êm ái, nhẹ nhàng. +* **Khoảng nghỉ tĩnh (550ms):** Chèn một mảng dữ liệu âm thanh tĩnh (zeros) dài 550ms giữa hai đoạn văn. Đây là khoảng dừng vàng giúp người nghe có cảm giác thong thả, tự nhiên như MC thực sự ngắt nhịp để chuyển ý. +* **Fade-in đầu đoạn sau (150ms):** Vuốt âm lượng đầu đoạn văn sau từ 0 lên 1.0 trong 150ms bằng đường cong Smoothstep để triệt tiêu hiện tượng giật vọt biên độ (click nhiễu). + +### 3. Kiểm soát độ luyến láy / Lên xuống giọng (Noise Variance) +* **Tham số:** Tích hợp tham số điều khiển `temperature` (mặc định là `0.667`). +* **Đặc tính:** + * Tăng lên `0.8 - 0.9` sẽ làm tăng phương sai của nhiễu Gaussian đầu vào, thúc đẩy mô hình giải ODE tạo ra giọng đọc uốn lượn bay bổng, gia tốc cao độ mạnh mẽ hơn. + * Giảm xuống `0.5 - 0.55` sẽ làm giảm phương sai, ép giọng điệu bám sát quỹ đạo ổn định nhất, đặc biệt **hạn chế tối đa hiện tượng vọt biên hay giật giọng** ở vùng leo cao hoặc xuống thấp biên độ. + +### 4. Tăng tốc và Điều phối Âm lượng toàn cục +* Sau khi ghép nối các đoạn văn thành một sóng âm 1.0x hoàn chỉnh, hệ thống đẩy file qua bộ lọc **FFmpeg WSOLA (`atempo`)** để thay đổi tốc độ đọc mà không làm thay đổi tần số (méo giọng), kết hợp bộ lọc **`volume`** để chuẩn hóa cường độ âm thanh đầu ra. + diff --git a/matcha_inference_standalone/api_server.py b/matcha_inference_standalone/api_server.py new file mode 100644 index 0000000000000000000000000000000000000000..c989524ee34d6a322cfe91185738c6b344e8e616 --- /dev/null +++ b/matcha_inference_standalone/api_server.py @@ -0,0 +1,402 @@ +import os +import sys +import re +import tempfile +import subprocess +import hashlib +import shutil +import asyncio +from concurrent.futures import ThreadPoolExecutor + +import torch +import soundfile as sf +import numpy as np +import uvicorn +from fastapi import FastAPI, HTTPException, Body, BackgroundTasks +from fastapi.responses import FileResponse + +# ─── Cấu hình ──────────────────────────────────────────────────────────────── +current_dir = os.path.dirname(os.path.abspath(__file__)) +sys.path.insert(0, os.path.join(current_dir, "Matcha-TTS")) + +CHECKPOINT_PATH = os.path.join(current_dir, "model", "checkpoint_016_int8.pt") +VOCODER_PATH = os.path.join(current_dir, "model", "generator_v1") +CACHE_DIR = os.path.join(current_dir, "cache_1x") +SAMPLE_RATE = 22050 + +# Số worker = số core CPU muốn dùng song song (mặc định: dùng hết tất cả core) +NUM_WORKERS = int(os.environ.get("TTS_WORKERS", os.cpu_count() or 4)) + +os.makedirs(CACHE_DIR, exist_ok=True) + +# ─── Import model (lazy, chỉ import khi cần) ───────────────────────────────── +from matcha.hifigan.config import v1 +from matcha.hifigan.env import AttrDict +from matcha.hifigan.models import Generator as HiFiGAN +from matcha.models.matcha_tts import MatchaTTS +from matcha.text import text_to_sequence +from matcha.utils.utils import intersperse + +app = FastAPI(title="Matcha-TTS API – Per-Core Worker Pool") + +# ─── Trạng thái toàn cục ───────────────────────────────────────────────────── +_matcha_model = None +_vocoder_model = None +_executor = None # ThreadPoolExecutor +_device = None + +# ─── Khởi động server ──────────────────────────────────────────────────────── +@app.on_event("startup") +def startup(): + global _matcha_model, _vocoder_model, _executor, _device + + # Mỗi thread PyTorch chỉ dùng đúng 1 CPU core + torch.set_num_threads(1) + + _device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + mode = "GPU" if _device.type == "cuda" else f"CPU ({NUM_WORKERS} core song song)" + print(f"[+] Chế độ: {mode}") + + # Tải mô hình một lần, chia sẻ giữa các worker (weights only = read-only) + print(f"[!] Đang tải Matcha-TTS: {CHECKPOINT_PATH}") + # Đọc lớp PyTorch 2.6 an toàn + original_load = torch.load + def patched_load(*args, **kwargs): + kwargs['weights_only'] = False + return original_load(*args, **kwargs) + torch.load = patched_load + + ckpt_or_model = torch.load(CHECKPOINT_PATH, map_location=_device) + + # Hỗ trợ tự động nhận diện cả Model cũ (Float32) và Model nén (INT8) + if isinstance(ckpt_or_model, dict) and "state_dict" in ckpt_or_model: + _matcha_model = MatchaTTS(**ckpt_or_model["hyper_parameters"]) + _matcha_model.load_state_dict(ckpt_or_model["state_dict"]) + else: + _matcha_model = ckpt_or_model + + _matcha_model = _matcha_model.to(_device).eval() + + print("[!] Đang tải HiFi-GAN Vocoder...") + h = AttrDict(v1) + _vocoder_model = HiFiGAN(h).to(_device) + _vocoder_model.load_state_dict( + torch.load(VOCODER_PATH, map_location=_device)["generator"] + ) + _vocoder_model.eval() + _vocoder_model.remove_weight_norm() + + # Warm-up Matcha-TTS & Vocoder + print("[!] Đang chạy warm-up cho mô hình TTS...", flush=True) + try: + dummy_text = "Khởi động." + x = torch.tensor( + intersperse(text_to_sequence(dummy_text, ["basic_cleaners_vi_female"])[0], 0), + dtype=torch.long, device=_device, + )[None] + x_lengths = torch.tensor([x.shape[-1]], dtype=torch.long, device=_device) + with torch.inference_mode(): + out = _matcha_model.synthesise( + x, x_lengths, n_timesteps=2, + temperature=0.5, spks=None, length_scale=1.0 + ) + _ = _vocoder_model(out["mel"]).clamp(-1, 1).squeeze().cpu().numpy() + print("[✓] Warm-up mô hình TTS thành công!", flush=True) + except Exception as e: + print(f"[⚠️] Lỗi chạy warm-up mô hình TTS: {e}", flush=True) + + # Tạo thread pool: mỗi thread = 1 CPU core worker + _executor = ThreadPoolExecutor( + max_workers=NUM_WORKERS, + thread_name_prefix="tts-worker" + ) + print(f"[✓] Server sẵn sàng! {NUM_WORKERS} worker(s), mỗi worker = 1 CPU core") + +# ─── Utility ───────────────────────────────────────────────────────────────── +def cleanup_file(path: str): + try: + if os.path.exists(path): + os.remove(path) + except Exception: + pass + +def build_ffmpeg_filter(speed: float, volume: float) -> str: + filters = [] + if volume != 1.0: + filters.append(f"volume={volume}") + rem = speed + while rem > 2.0: + filters.append("atempo=2.0") + rem /= 2.0 + while rem < 0.5: + filters.append("atempo=0.5") + rem /= 0.5 + if abs(rem - 1.0) > 0.01: + filters.append(f"atempo={rem}") + return ",".join(filters) if filters else "anull" + +def split_text_into_chunks(text: str, max_words: int = 85) -> list[tuple[str, str]]: + """Tách văn bản thành các chunk dựa trên các đoạn văn (xuống dòng). + Giúp giọng đọc trong một đoạn văn (gồm nhiều câu) được liền mạch, trôi chảy và tự nhiên nhất. + Nếu một đoạn văn quá dài (> max_words), mới chia nhỏ theo dấu chấm câu. + """ + text = text.strip() + if not text: + return [] + + raw_paragraphs = [p.strip() for p in text.split('\n') if p.strip()] + sentence_boundary = re.compile(r'([.?!]+|\.\.\.)(?=\s|$)') + final_chunks = [] + + for paragraph in raw_paragraphs: + words = paragraph.split() + if len(words) <= max_words: + final_chunks.append((paragraph, '.')) + continue + + # Nếu đoạn văn quá dài, tách theo dấu câu kết thúc câu (. ? !) + pos = 0 + current_sentence = "" + for match in sentence_boundary.finditer(paragraph): + end_punc = match.group(1) + start_idx, end_idx = match.span() + chunk_content = paragraph[pos:start_idx].strip() + + if chunk_content: + if current_sentence: + current_sentence += " " + chunk_content + else: + current_sentence = chunk_content + + if current_sentence: + final_chunks.append((current_sentence + end_punc, '.')) + current_sentence = "" + pos = end_idx + + remaining = paragraph[pos:].strip() + if remaining: + if current_sentence: + current_sentence += " " + remaining + else: + current_sentence = remaining + if current_sentence: + final_chunks.append((current_sentence, '.')) + + return [(c.strip(), p) for c, p in final_chunks if c.strip()] + +def apply_fades(audio: np.ndarray, sample_rate: int = 22050, fade_duration: float = 0.05) -> np.ndarray: + """Áp dụng fade-in/out tuyến tính ở đầu và cuối audio để triệt tiêu tiếng click/gập biên độ.""" + audio = audio.copy() + fade_samples = int(fade_duration * sample_rate) + n_samples = len(audio) + actual_fade = min(fade_samples, n_samples // 2) + if actual_fade <= 0: + return audio + + # Fade in + fade_in = np.linspace(0.0, 1.0, actual_fade) + audio[:actual_fade] *= fade_in + + # Fade out + fade_out = np.linspace(1.0, 0.0, actual_fade) + audio[-actual_fade:] *= fade_out + + return audio + +def concatenate_with_pause_and_smooth_fades( + chunks: list[np.ndarray], + sample_rate: int = 22050, + fade_duration: float = 0.15, # 150ms fade + silence_duration: float = 0.20 # 200ms natural pause gap +) -> np.ndarray: + """ + Nối các chunk bằng cách vuốt Smoothstep nhanh về 0 (150ms), chèn khoảng nghỉ ngắn (200ms), + và vuốt Smoothstep lên từ 0 (150ms). Giúp giữ giọng bình bình ở cuối câu rồi nghỉ tự nhiên. + """ + if not chunks: + return np.zeros(0, dtype=np.float32) + + fade_samples = int(sample_rate * fade_duration) + silence_samples = int(sample_rate * silence_duration) + + processed_chunks = [] + for i, chunk in enumerate(chunks): + chunk = chunk.copy() + n_samples = len(chunk) + + # Fade in ở đầu chunk (từ câu thứ 2 trở đi) + if i > 0 and fade_samples > 0: + actual_fade = min(fade_samples, n_samples // 2) + if actual_fade > 0: + t = np.linspace(0.0, 1.0, actual_fade) + s = 3 * (t ** 2) - 2 * (t ** 3) + chunk[:actual_fade] *= s + + # Fade out ở cuối chunk (đến câu kế cuối) + if i < len(chunks) - 1 and fade_samples > 0: + actual_fade = min(fade_samples, n_samples // 2) + if actual_fade > 0: + t = np.linspace(0.0, 1.0, actual_fade) + s = 3 * (t ** 2) - 2 * (t ** 3) + chunk[-actual_fade:] *= (1.0 - s) + + processed_chunks.append(chunk) + + # Chèn khoảng nghỉ ở giữa + if i < len(chunks) - 1 and silence_samples > 0: + processed_chunks.append(np.zeros(silence_samples, dtype=np.float32)) + + return np.concatenate(processed_chunks) + +# ─── Công việc inference (chạy trong thread pool, 1 core / request) ────────── +def _do_inference(text: str, cache_path: str, n_timesteps: int, length_scale: float, temperature: float) -> np.ndarray: + """Chạy Matcha-TTS + HiFi-GAN cho 1 chunk, trả về waveform và ghi vào cache_path.""" + x = torch.tensor( + intersperse(text_to_sequence(text, ["basic_cleaners_vi_female"])[0], 0), + dtype=torch.long, device=_device, + )[None] + x_lengths = torch.tensor([x.shape[-1]], dtype=torch.long, device=_device) + + with torch.inference_mode(): + out = _matcha_model.synthesise( + x, x_lengths, n_timesteps=n_timesteps, + temperature=temperature, spks=None, length_scale=length_scale + ) + audio = _vocoder_model(out["mel"]).clamp(-1, 1).squeeze().cpu().numpy() + + # Chuẩn hóa âm lượng cho chunk + max_val = np.max(np.abs(audio)) + if max_val > 0: + audio = audio / max_val * 0.95 + + sf.write(cache_path, audio, SAMPLE_RATE) + return audio + +def _do_ffmpeg(input_path: str, speed: float, volume: float) -> str: + """Chạy FFmpeg để đổi tốc độ/âm lượng, trả về đường dẫn file tạm.""" + fd, out_path = tempfile.mkstemp(suffix=".wav") + os.close(fd) + f = build_ffmpeg_filter(speed, volume) + subprocess.run( + ["ffmpeg", "-y", "-i", input_path, "-filter:a", f, out_path], + stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL, check=True + ) + return out_path + +# ─── Endpoint chính ─────────────────────────────────────────────────────────── +@app.post("/synthesize") +@app.post("/v1/audio/speech") +async def synthesize( + background_tasks: BackgroundTasks, + text: str = Body(None, embed=True), + input: str = Body(None, embed=True), + speed: float = Body(1.0, embed=True), + volume: float = Body(1.0, embed=True), + steps: int = Body(10, embed=True), # Mặc định: 10 steps + n_timesteps: int = Body(None, embed=True), + temperature: float = Body(0.50, embed=True), + length_scale: float = Body(None, embed=True), + bypass_cache: bool = Body(False, embed=True), +): + actual_text = text or input + if not actual_text or not actual_text.strip(): + raise HTTPException(400, "Văn bản không được để trống") + + actual_steps = n_timesteps if n_timesteps is not None else steps + loop = asyncio.get_event_loop() + + # Luôn sinh mô hình ở tốc độ 1.0x để tối ưu hoá tỷ lệ trúng cache của các chunk + # Sau đó sẽ dùng FFmpeg để điều chỉnh tốc độ đọc của tệp âm thanh hoàn chỉnh (bao gồm cả khoảng nghỉ) + if length_scale is not None: + model_length_scale = length_scale + ffmpeg_speed = speed / (1.0 / model_length_scale) if speed else 1.0 + else: + model_length_scale = 1.0 + ffmpeg_speed = speed if speed else 1.0 + + # Kiểm tra cache toàn cục cho câu đầy đủ ở tốc độ gốc 1.0x (ls = model_length_scale) + full_hash = hashlib.sha256( + f"{actual_text}_steps_{actual_steps}_ls_{model_length_scale:.4f}_temp_{temperature}".encode() + ).hexdigest() + full_cached_path = os.path.join(CACHE_DIR, f"full_{full_hash}.wav") + + if not bypass_cache and os.path.exists(full_cached_path): + print(f"[✓] Cache hit (full 1.0x hash: {full_hash[:8]}) – bỏ qua GPU/CPU") + cached_path = full_cached_path + else: + # Tách văn bản thành các chunk nhỏ tự nhiên + chunks = split_text_into_chunks(actual_text, max_words=85) + if not chunks: + raise HTTPException(400, "Văn bản không hợp lệ") + + print(f"[~] Bắt đầu xử lý {len(chunks)} chunk(s) với {actual_steps} steps (temp: {temperature}, ls: {model_length_scale:.4f})...") + + # Xử lý tuần tự từng chunk (caching riêng cho từng chunk ở tốc độ 1.0x) + chunk_audios = [] + for i, (chunk_text, punc) in enumerate(chunks): + chunk_hash = hashlib.sha256( + f"{chunk_text}_steps_{actual_steps}_ls_{model_length_scale:.4f}_temp_{temperature}".encode() + ).hexdigest() + chunk_cache_path = os.path.join(CACHE_DIR, f"chunk_{chunk_hash}.wav") + + if not bypass_cache and os.path.exists(chunk_cache_path): + print(f" [✓] Chunk {i+1}/{len(chunks)} cache hit (hash: {chunk_hash[:8]})") + audio, _ = await loop.run_in_executor(None, sf.read, chunk_cache_path) + chunk_audios.append(audio) + else: + print(f" [→] Chunk {i+1}/{len(chunks)} cache miss – đang sinh (hash: {chunk_hash[:8]})") + # Gọi inference chạy trên thread pool + audio = await loop.run_in_executor( + _executor, _do_inference, chunk_text, chunk_cache_path, actual_steps, model_length_scale, temperature + ) + chunk_audios.append(audio) + + # Ghép nối các chunk 1.0x với khoảng lặng mặc định là 300ms (0.3s) + # Khi dùng FFmpeg tăng tốc lên x1.5, khoảng nghỉ này tự động thu lại còn 200ms + full_audio = concatenate_with_pause_and_smooth_fades( + chunk_audios, + SAMPLE_RATE, + fade_duration=0.15, # 150ms vuốt nhanh Smoothstep + silence_duration=0.1 # Mặc định 100ms cho 1.0x + ) + + # Lưu cache file 1.0x + await loop.run_in_executor(None, sf.write, full_cached_path, full_audio, SAMPLE_RATE) + cached_path = full_cached_path + print(f"[✓] Đã lưu cache full 1.0x thành công: {cached_path}") + + # Áp dụng thay đổi tốc độ/âm lượng bằng FFmpeg toàn cục trên file đã ghép (nếu cần) + try: + if abs(ffmpeg_speed - 1.0) > 0.01 or abs(volume - 1.0) > 0.01: + out_path = await loop.run_in_executor( + _executor, _do_ffmpeg, cached_path, ffmpeg_speed, volume + ) + background_tasks.add_task(cleanup_file, out_path) + return FileResponse(out_path, media_type="audio/wav") + else: + return FileResponse(cached_path, media_type="audio/wav") + except Exception as e: + raise HTTPException(500, f"Lỗi FFmpeg: {e}") + +# ─── Endpoint phụ ───────────────────────────────────────────────────────────── +@app.post("/clear_cache") +async def clear_cache(): + shutil.rmtree(CACHE_DIR, ignore_errors=True) + os.makedirs(CACHE_DIR, exist_ok=True) + return {"status": "ok", "message": "Đã xóa toàn bộ cache"} + +@app.get("/status") +async def status(): + busy = _executor._work_queue.qsize() if _executor else 0 + return { + "workers": NUM_WORKERS, + "device": str(_device), + "threads_per_worker": 1, + "queue_pending": busy, + } + +if __name__ == "__main__": + port = int(os.environ.get("PORT", 8016)) + print(f"[*] Khởi động server tại http://0.0.0.0:{port}") + print(f"[*] Để tuỳ chỉnh số core: TTS_WORKERS=2 python api_server.py") + uvicorn.run(app, host="0.0.0.0", port=port) diff --git a/matcha_inference_standalone/test_api.py b/matcha_inference_standalone/test_api.py new file mode 100644 index 0000000000000000000000000000000000000000..d5c39b8f02a69f68e06103853d62045903dfa913 --- /dev/null +++ b/matcha_inference_standalone/test_api.py @@ -0,0 +1,40 @@ +import os +import requests +import time + +url = "http://127.0.0.1:8016/synthesize" +text_file = "novel_chapter.txt" + +if not os.path.exists(text_file): + print(f"Error: {text_file} not found!") + exit(1) + +with open(text_file, "r", encoding="utf-8") as f: + text = f.read() + +payload = { + "text": text, + "speed": 1.0, + "volume": 1.0, + "steps": 10, + "temperature": 0.50, + "bypass_cache": True # Force GPU processing to verify it runs without errors +} + +print(f"[~] Sending request to API server: {url}") +print(f"[~] Text length: {len(text)} characters, {len(text.split())} words") + +start_time = time.time() +response = requests.post(url, json=payload) +elapsed = time.time() - start_time + +if response.status_code == 200: + output_file = "api_test_output.wav" + with open(output_file, "wb") as f: + f.write(response.content) + print(f"[✓] Success! Response code: 200") + print(f"[✓] Time taken: {elapsed:.2f} seconds") + print(f"[✓] Output saved to: {output_file}") +else: + print(f"[x] Failed! Response code: {response.status_code}") + print(response.json()) diff --git a/matcha_inference_standalone/tienhiepai_tts_engine.spec b/matcha_inference_standalone/tienhiepai_tts_engine.spec new file mode 100644 index 0000000000000000000000000000000000000000..7a0f1fc671f0e20c7d760dab3fda99f86b5f8c34 --- /dev/null +++ b/matcha_inference_standalone/tienhiepai_tts_engine.spec @@ -0,0 +1,38 @@ +# -*- mode: python ; coding: utf-8 -*- + + +a = Analysis( + ['api_server.py'], + pathex=[], + binaries=[], + datas=[], + hiddenimports=[], + hookspath=[], + hooksconfig={}, + runtime_hooks=[], + excludes=[], + noarchive=False, + optimize=0, +) +pyz = PYZ(a.pure) + +exe = EXE( + pyz, + a.scripts, + a.binaries, + a.datas, + [], + name='tienhiepai_tts_engine', + debug=False, + bootloader_ignore_signals=False, + strip=False, + upx=True, + upx_exclude=[], + runtime_tmpdir=None, + console=True, + disable_windowed_traceback=False, + argv_emulation=False, + target_arch=None, + codesign_identity=None, + entitlements_file=None, +) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..f08dbb97608cdf5c038f363b6b75bf8773ba4471 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,18 @@ +Flask>=2.0.0 +PyJWT>=2.4.0 +bcrypt>=4.0.0 +requests>=2.28.0 +PyYAML>=6.0 +pytz>=2022.1 +gunicorn>=20.1.0 +psycopg2-binary>=2.9.0 +python-dotenv>=0.21.0 +flask-cors>=3.0.10 +google-auth>=2.15.0 +jieba>=0.42.1 +hanziconv>=0.3.2 +colorama>=0.4.6 +gevent>=23.9.1 +Flask-Compress>=1.14 +Flask-Compress +huggingface_hub>=0.20.0 diff --git a/start_hf.sh b/start_hf.sh new file mode 100755 index 0000000000000000000000000000000000000000..9b3beff8dd7edfe3462f1142fdc36b3ba482e8cb --- /dev/null +++ b/start_hf.sh @@ -0,0 +1,81 @@ +#!/bin/bash +set -e +echo "=== Tienhiep Backend Startup ===" + +APP_DIR="/home/user/app" +cd "$APP_DIR" + +# Download DB files from HF Dataset at RUNTIME (token available as env var) +echo "Checking database files..." +python3 - <<'PYEOF' +import os, sys +from huggingface_hub import hf_hub_download + +token = os.environ.get("HF_TOKEN", "") +if not token: + print("WARNING: HF_TOKEN not set - skipping DB download") + sys.exit(0) + +app_dir = "/home/user/app" +files_to_download = [ + "users_data.db", + "dictionaries/Aligned_HanViet.txt", + "dictionaries/HanViet_CharDict.txt", + "dictionaries/Names.txt", + "dictionaries/Vietphrase.txt", + "dictionaries/chu_nom_all.csv", + "dictionaries/han_all_readings.csv", + "dictionaries/han_characters_only.csv", + "dictionaries/han_readings_lookup.csv", + "dictionaries/user_dict_jieba.txt", + "dictionaries/user_dict_underthesea.txt", +] + +for fname in files_to_download: + target = os.path.join(app_dir, fname) + if fname == "users_data.db" and os.path.exists(target): + try: + os.remove(target) + except Exception: + pass + if os.path.exists(target) and os.path.getsize(target) > 1024: + print(f" OK (exists): {fname}") + continue + print(f" Downloading {fname}...", flush=True) + try: + os.makedirs(os.path.dirname(target), exist_ok=True) + hf_hub_download( + repo_id="Cong123779/tienhiep-data", + filename=fname, + repo_type="dataset", + token=token, + local_dir=app_dir, + local_dir_use_symlinks=False, + ) + size = os.path.getsize(target) // 1024 + if size > 1024: + print(f" Done: {fname} ({size // 1024}MB)", flush=True) + else: + print(f" Done: {fname} ({size}KB)", flush=True) + except Exception as e: + print(f" WARN: {fname}: {e}", flush=True) + +print("Database and dictionary check complete!", flush=True) +PYEOF + +PORT=${PORT:-7860} + +# Mặc định tắt Email Worker trên HuggingFace Space để tránh lỗi mạng IMAP và quá tải CPU +export DISABLE_FLASK_EMAIL_WORKER="true" +echo "Email Worker is disabled on HuggingFace Space." + +echo "Starting Gunicorn on port $PORT..." +exec gunicorn \ + --bind 0.0.0.0:$PORT \ + --workers 1 \ + --threads 4 \ + --timeout 120 \ + --preload \ + --access-logfile - \ + --error-logfile - \ + viewer_server:app diff --git a/viewer_server.py b/viewer_server.py new file mode 100644 index 0000000000000000000000000000000000000000..478a0fe6b2ac22aceea624749b925daf481f520f --- /dev/null +++ b/viewer_server.py @@ -0,0 +1,136 @@ +""" +viewer_server.py — Application Entrypoint + +This file was refactored from a 2800-line monolith into a clean entrypoint. +All business logic has been moved to the `backend/` package: + + backend/ + ├── __init__.py ← App Factory (create_app) + ├── config.py ← All config & environment variables + ├── api/ ← Flask Blueprints (routes/controllers) + │ ├── auth.py + │ ├── books.py + │ ├── payment.py + │ ├── translate.py + │ ├── epub.py + │ └── developer.py + ├── services/ ← Business logic layer + │ ├── auth_service.py + │ ├── book_service.py + │ ├── payment_service.py + │ ├── email_service.py + │ ├── epub_service.py + │ └── translation.py + ├── database/ + │ └── db_manager.py ← DB connections, circuit breaker, caches + ├── core/ + │ ├── security.py ← JWT, bcrypt helpers + │ ├── decorators.py ← @jwt_required, @require_api_key_auth + │ └── rate_limit.py ← IP rate limiters + └── workers/ + └── email_worker.py ← Background IMAP/Gmail email polling + +To run the server: + python viewer_server.py +Or with gunicorn: + gunicorn -w 4 -b 0.0.0.0:5051 "viewer_server:app" +""" + +import logging +import sys +import traceback +from flask import jsonify + +from backend.core.logger import setup_logger +logger = setup_logger("server") + +from backend import create_app + +app = create_app() + +@app.errorhandler(Exception) +def handle_exception(e): + """Global unhandled exception handler to output clean JSON in production.""" + # Log the complete stack trace + error_msg = f"Unhandled exception encountered: {str(e)}" + stack_trace = traceback.format_exc() + logger.error(error_msg) + logger.error(stack_trace) + + # Trigger asynchronous alert email to Admin + try: + from backend.services.alert_service import send_alert_to_admin + subject = f"Lỗi nghiêm trọng (500 Internal Error): {str(e)[:50]}" + body = f"Đã xảy ra lỗi chưa xử lý trên server:
Lỗi: {str(e)}

Stack Trace:
{stack_trace.replace(chr(10), '
')}" + send_alert_to_admin("critical_error", subject, body) + except Exception as alert_err: + logger.error(f"Failed to trigger alert email for exception: {alert_err}") + + # Return JSON response instead of HTML traceback page + return jsonify({ + "error": "Internal Server Error. Please contact administrator.", + "success": False + }), 500 + +@app.route("/api/temp-db-fix", methods=["GET"]) +def temp_db_fix(): + from flask import request + secret = request.args.get("secret") + if secret != "super_secret_db_fix_2026": + return "Unauthorized", 403 + + import os + import psycopg2 + url = os.environ.get("DATABASE_URL") + if not url: + return "DATABASE_URL environment variable is missing", 500 + + logs = [] + try: + conn = psycopg2.connect(url) + cursor = conn.cursor() + + # 1. Clean up user 75 + tables_to_clean = [ + "refresh_tokens", "bookshelf", "reading_history", "password_reset_tokens", + "api_keys", "api_usage", "translation_history", "vocabulary", + "user_settings", "usage_tracking", "personal_notifications", "login_history" + ] + for tbl in tables_to_clean: + try: + cursor.execute(f"DELETE FROM {tbl} WHERE user_id = 75") + logs.append(f"✔ Cleaned {tbl} for user_id = 75") + except Exception as e: + logs.append(f"ℹ Could not clean {tbl} for user_id = 75: {e}") + + try: + cursor.execute("DELETE FROM users WHERE id = 75") + logs.append("✔ Deleted user 75 from users table") + except Exception as e: + logs.append(f"❌ Failed to delete user 75: {e}") + + # 2. Link VIP user congkx123789 to Gmail + cursor.execute("SELECT id, username, email, vip_status FROM users WHERE username = %s OR id = 100", ("congkx123789",)) + vip_user = cursor.fetchone() + if vip_user: + vip_id = vip_user[0] + cursor.execute(""" + UPDATE users + SET email = %s, + google_id = NULL, + email_verified = 1 + WHERE id = %s + """, ("havucong25@gmail.com", vip_id)) + logs.append(f"✔ Linked VIP user {vip_user[1]} (ID {vip_id}) to havucong25@gmail.com") + else: + logs.append("❌ VIP user congkx123789 not found in database") + + conn.commit() + conn.close() + return jsonify({"success": True, "logs": logs}) + except Exception as e: + return jsonify({"success": False, "error": str(e), "logs": logs}) + +if __name__ == "__main__": + logger.info("🚀 Server đang khởi động tại: http://localhost:5051") + app.run(host="0.0.0.0", port=5051, debug=False, threaded=True)