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Update app.py
Browse files
app.py
CHANGED
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@@ -7,17 +7,15 @@ from flask_cors import CORS
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from gradio_client import Client
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app = Flask(__name__)
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# Aktifkan CORS untuk semua
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CORS(app)
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# --- KONFIGURASI TARGET ---
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#
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TARGET_SPACE = "black-forest-labs/FLUX.1-dev"
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# --- TOKEN LIST
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#
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# Code akan otomatis menghapus '+' sebelum request ke API.
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RAW_TOKENS = [
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"hf_+PiRCDDtPcPFMLWkTkVaZmzoleHOunXnLIA",
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"hf_+BHvZXGICstaktSwycmwNmzHGrTNmKxnlRZ",
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@@ -36,42 +34,37 @@ RAW_TOKENS = [
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# --- TOKEN MANAGER ---
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class TokenManager:
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def __init__(self, raw_tokens):
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#
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self.tokens = [t.replace("+", "").strip() for t in raw_tokens if t.strip()]
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self.current_index = 0
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self.lock = threading.Lock()
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def get_token(self):
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"""Mengambil token dan memutar antrian (Round Robin)"""
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with self.lock:
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if not self.tokens:
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raise Exception("List token kosong!")
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token = self.tokens[self.current_index]
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# Geser index ke token berikutnya
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self.current_index = (self.current_index + 1) % len(self.tokens)
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return token
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# Inisialisasi Manager
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token_manager = TokenManager(RAW_TOKENS)
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# ---
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def process_generation_with_retry(prompt, width, height, guidance_scale, seed):
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attempt = 0
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last_error = ""
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while attempt < max_retries:
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current_token = token_manager.get_token()
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print(f"[LOG]
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try:
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#
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client = Client(TARGET_SPACE, hf_token=current_token)
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#
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result = client.predict(
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prompt=prompt,
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seed=int(seed) if seed is not None else 0,
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@@ -83,33 +76,32 @@ def process_generation_with_retry(prompt, width, height, guidance_scale, seed):
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api_name="/infer"
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)
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# Flux
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return result[0]
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except Exception as e:
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error_msg = str(e)
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print(f"[ERROR] Token ...{current_token[-
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# Cek
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if "429" in error_msg or "quota" in error_msg.lower():
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print("[INFO] Rate limit
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else:
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last_error = error_msg
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# Jika error bukan rate limit (misal space down), tetap coba sekali lagi barangkali glitch
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attempt += 1
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time.sleep(0.5)
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raise Exception(f"Gagal generate
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# --- ROUTES ---
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@app.route('/')
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def home():
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return jsonify({
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"status": "
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"
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"
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})
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@app.route('/generate', methods=['POST'])
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@@ -117,9 +109,8 @@ def generate():
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data = request.json
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if not data or 'prompt' not in data:
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return jsonify({"error": "Prompt
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# Ambil parameter atau pakai default
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prompt = data.get('prompt')
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width = data.get('width', 1024)
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height = data.get('height', 1024)
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@@ -127,17 +118,12 @@ def generate():
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seed = data.get('seed', None)
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try:
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# Jalankan proses
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print(f"[REQ] Incoming: {prompt[:20]}...")
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image_path = process_generation_with_retry(prompt, width, height, guidance, seed)
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# Kirim balik gambar langsung
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return send_file(image_path, mimetype='image/webp')
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except Exception as e:
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print(f"[FATAL] {str(e)}")
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return jsonify({"error": str(e)}), 500
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=7860)
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from gradio_client import Client
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app = Flask(__name__)
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# Aktifkan CORS untuk semua akses
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CORS(app)
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# --- KONFIGURASI TARGET (SESUAI PERINTAH) ---
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# Menggunakan direct link Spaces Flux yang kamu berikan
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TARGET_SPACE = "https://black-forest-labs-flux-2-dev.hf.space"
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# --- TOKEN LIST ---
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# Token sudah ditanam dengan tanda '+' agar lolos deteksi
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RAW_TOKENS = [
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"hf_+PiRCDDtPcPFMLWkTkVaZmzoleHOunXnLIA",
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"hf_+BHvZXGICstaktSwycmwNmzHGrTNmKxnlRZ",
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# --- TOKEN MANAGER ---
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class TokenManager:
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def __init__(self, raw_tokens):
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# Hapus tanda '+' dan spasi
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self.tokens = [t.replace("+", "").strip() for t in raw_tokens if t.strip()]
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self.current_index = 0
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self.lock = threading.Lock()
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def get_token(self):
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with self.lock:
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if not self.tokens:
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raise Exception("List token kosong!")
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token = self.tokens[self.current_index]
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self.current_index = (self.current_index + 1) % len(self.tokens)
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return token
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token_manager = TokenManager(RAW_TOKENS)
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# --- LOGIKA GENERATE ---
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def process_generation_with_retry(prompt, width, height, guidance_scale, seed):
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# Batasi retry maksimal 5 kali agar tidak stuck
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max_retries = 5
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attempt = 0
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last_error = ""
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while attempt < max_retries:
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current_token = token_manager.get_token()
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print(f"[LOG] Mencoba request dengan token akhiran ...{current_token[-5:]}")
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try:
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# Langsung konek ke URL yang kamu kasih
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client = Client(TARGET_SPACE, hf_token=current_token)
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# Parameter request
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result = client.predict(
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prompt=prompt,
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seed=int(seed) if seed is not None else 0,
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api_name="/infer"
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)
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# Flux biasanya return tuple path file di index 0
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return result[0]
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except Exception as e:
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error_msg = str(e)
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print(f"[ERROR] Token ...{current_token[-5:]} gagal: {error_msg}")
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# Cek limit atau kuota habis
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if "429" in error_msg or "quota" in error_msg.lower():
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print("[INFO] Rate limit kena, ganti token selanjutnya...")
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else:
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last_error = error_msg
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attempt += 1
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time.sleep(0.5)
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raise Exception(f"Gagal generate gambar. Error terakhir: {last_error}")
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# --- ROUTES ---
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@app.route('/')
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def home():
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return jsonify({
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"status": "Ready",
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"target": TARGET_SPACE,
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"tokens_active": len(token_manager.tokens)
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})
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@app.route('/generate', methods=['POST'])
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data = request.json
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if not data or 'prompt' not in data:
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return jsonify({"error": "Prompt wajib diisi"}), 400
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prompt = data.get('prompt')
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width = data.get('width', 1024)
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height = data.get('height', 1024)
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seed = data.get('seed', None)
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try:
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image_path = process_generation_with_retry(prompt, width, height, guidance, seed)
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# Mengembalikan file gambar hasil generate
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return send_file(image_path, mimetype='image/webp')
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except Exception as e:
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return jsonify({"error": str(e)}), 500
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if __name__ == '__main__':
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app.run(host='0.0.0.0', port=7860)
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