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Create app.py

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  1. app.py +673 -0
app.py ADDED
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1
+ # -- coding: utf-8 --
2
+ # --- IMPORT LIBRARY UTAMA & INTI ---
3
+ import gradio as gr
4
+ import torch
5
+ import numpy as np
6
+ from diffusers import DiffusionPipeline
7
+ import random
8
+ import time
9
+ import os
10
+ from datetime import datetime, timedelta
11
+ import csv
12
+ import pandas as pd
13
+ import threading
14
+ from PIL import Image, ImageEnhance
15
+ from pathlib import Path # Ditambahkan untuk manajemen path yang lebih baik
16
+
17
+ # --- LIBRARY BARU UNTUK FITUR UPGRADE ---
18
+ try:
19
+ import psutil
20
+ import platform
21
+ from transformers import Swin2SRForImageSuperResolution, Swin2SRImageProcessor
22
+ print("βœ… Library tambahan (psutil, transformers) berhasil diimpor.")
23
+ except ImportError:
24
+ print("❌ Peringatan: Library 'psutil' atau 'transformers' tidak ditemukan. Fitur System Monitor & Upscaler tidak akan berfungsi.")
25
+ psutil = None
26
+ platform = None
27
+ Swin2SRForImageSuperResolution = None
28
+ Swin2SRImageProcessor = None
29
+
30
+ try:
31
+ import google.generativeai as genai
32
+ print("βœ… Library 'google-generativeai' berhasil diimpor.")
33
+ except ImportError:
34
+ print("❌ Peringatan: Library 'google-generativeai' tidak ditemukan. Fitur Chatbot & Prompt Enhancer tidak akan berfungsi.")
35
+ genai = None
36
+
37
+ # --- HEAD HTML & CSS (Tampilan Profesional) ---
38
+ # (Tidak ada perubahan pada HEAD_HTML & CSS, tetap sama seperti yang Anda berikan)
39
+ HEAD_HTML = """
40
+ <head>
41
+ <meta charset="UTF-8">
42
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
43
+ <title>RenXploit's Creative AI Suite</title>
44
+ <link rel="preconnect" href="https://fonts.googleapis.com">
45
+ <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
46
+ <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&family=Fira+Code:wght@500&display=swap" rel="stylesheet">
47
+ <script>
48
+ function typewriterEffect(element, text, speed) {
49
+ let i = 0;
50
+ element.innerHTML = "";
51
+ const cursor = document.createElement('span');
52
+ cursor.className = 'typewriter-cursor';
53
+ cursor.innerHTML = '|';
54
+ element.appendChild(cursor);
55
+ function type() {
56
+ if (i < text.length) {
57
+ element.insertBefore(document.createTextNode(text.charAt(i)), cursor);
58
+ i++;
59
+ setTimeout(type, speed);
60
+ } else {
61
+ cursor.style.animation = 'blink 1s step-end infinite';
62
+ }
63
+ }
64
+ type();
65
+ }
66
+
67
+ document.addEventListener("DOMContentLoaded", function(event) {
68
+ const titleElement = document.querySelector('#main-title h1');
69
+ if (titleElement) {
70
+ const titleText = "πŸš€ RenXploit's Creative AI Suite 🌌";
71
+ titleElement.textContent = "";
72
+ setTimeout(() => typewriterEffect(titleElement, titleText, 50), 500);
73
+ }
74
+
75
+ setInterval(() => {
76
+ const triggerButton = document.querySelector('#system-info-trigger-btn button');
77
+ if (triggerButton) {
78
+ triggerButton.click();
79
+ }
80
+ }, 5000);
81
+ });
82
+ </script>
83
+ <style>
84
+ :root { --primary-color: #00aaff; --primary-hover-color: #0088cc; --background-color: #0d1117; --content-background-color: #161b22; --border-color: #30363d; --text-color: #c9d1d9; --text-muted-color: #8b949e; --font-family-main: 'Inter', sans-serif; --font-family-mono: 'Fira Code', monospace; --border-radius: 12px; --shadow-light: 0 4px 14px 0 rgba(0, 170, 255, 0.1); --shadow-strong: 0 6px 20px 0 rgba(0, 170, 255, 0.15); }
85
+ body, .gradio-container { font-family: var(--font-family-main); background-color: var(--background-color) !important; color: var(--text-color); }
86
+ h1, h2, h3 { color: #ffffff; font-weight: 600; }
87
+ #main-title h1 { font-size: 2.5em !important; font-weight: 700 !important; text-align: center; padding: 2rem 1rem; color: #ffffff; background: linear-gradient(90deg, #00aaff, #00ffaa); -webkit-background-clip: text; -webkit-text-fill-color: transparent; display: inline-block; }
88
+ #main-title .typewriter-cursor { color: var(--primary-color); font-weight: bold; }
89
+ @keyframes blink { from, to { opacity: 1 } 50% { opacity: 0 } }
90
+ #main-subtitle p { font-size: 1.2em !important; text-align: center; color: var(--text-muted-color); margin-top: -1.5rem !important; margin-bottom: 2rem !important; }
91
+ .gradio-tabs { border: none !important; background-color: transparent !important; margin-bottom: 1.5rem; }
92
+ .gradio-tabs > div[role="tablist"] { display: flex; justify-content: center; flex-wrap: wrap; gap: 10px; border-bottom: 2px solid var(--border-color); padding-bottom: 10px; }
93
+ .gradio-tabs > div[role="tablist"] > button { background-color: transparent !important; color: var(--text-muted-color) !important; border: none !important; border-bottom: 3px solid transparent !important; font-size: 1.1em !important; font-weight: 600 !important; padding: 12px 20px !important; border-radius: 8px 8px 0 0 !important; transition: all 0.3s ease; }
94
+ .gradio-tabs > div[role="tablist"] > button:hover { background-color: var(--content-background-color) !important; color: var(--primary-color) !important; }
95
+ .gradio-tabs > div[role="tablist"] > button.selected { color: var(--primary-color) !important; border-bottom: 3px solid var(--primary-color) !important; background-color: var(--content-background-color) !important; }
96
+ .tabitem { background-color: transparent !important; border: none !important; padding: 0 !important; }
97
+ .gradio-row.panel, .gradio-accordion { background-color: var(--content-background-color) !important; border: 1px solid var(--border-color) !importanT; border-radius: var(--border-radius) !important; padding: 24px !important; box-shadow: 0 4px 6px rgba(0,0,0,0.1); }
98
+ .gradio-accordion { margin-top: 1rem; }
99
+ .gradio-button.primary { background: linear-gradient(90deg, var(--primary-color), #00c6ff) !important; color: #ffffff !important; font-weight: 600 !important; font-size: 1.1em !important; border-radius: 8px !important; border: none !important; padding: 12px 24px !important; transition: all 0.3s ease; box-shadow: var(--shadow-light); }
100
+ .gradio-button.primary:hover { transform: translateY(-2px); box-shadow: var(--shadow-strong); }
101
+ .gradio-button.secondary { background-color: var(--content-background-color) !important; border: 1px solid var(--primary-color) !important; color: var(--primary-color) !important; transition: all 0.3s ease; }
102
+ .gradio-button.secondary:hover { background-color: var(--primary-color) !important; color: #ffffff !important; }
103
+ .gradio-textbox, .gradio-number, .gradio-image { background-color: var(--background-color) !important; border: 1px solid var(--border-color) !important; color: var(--text-color) !important; border-radius: 8px !important; }
104
+ .gradio-textbox textarea, .gradio-number input { color: var(--text-color) !important; }
105
+ .gradio-textbox:focus-within, .gradio-number:focus-within { border-color: var(--primary-color) !important; box-shadow: 0 0 0 2px rgba(0, 170, 255, 0.3); }
106
+ div.info { color: var(--text-muted-color) !important; font-style: italic; }
107
+ #gallery { border-radius: var(--border-radius) !important; overflow: hidden; border: 1px solid var(--border-color); background-color: #010409; }
108
+ #gallery .gallery-item { transition: transform 0.3s ease, box-shadow 0.3s ease; }
109
+ #gallery .gallery-item:hover { transform: scale(1.03); box-shadow: 0 8px 30px rgba(0, 170, 255, 0.3); }
110
+ .loader-container { border: 1px solid var(--border-color); border-radius: var(--border-radius); padding: 30px; background: var(--content-background-color); text-align: center; overflow: hidden; }
111
+ .loader-text { font-family: var(--font-family-mono); font-size: 1.1em; color: var(--primary-color); margin-bottom: 20px; }
112
+ .loader-bar-container { height: 8px; background: var(--background-color); border-radius: 4px; overflow: hidden; }
113
+ .loader-bar { width: 100%; height: 100%; background: linear-gradient(90deg, transparent, var(--primary-color), transparent); background-size: 200% 100%; animation: scan 2s linear infinite; }
114
+ @keyframes scan { 0% { background-position: 200% 0; } 100% { background-position: -200% 0; } }
115
+ .gradio-chatbot .message { border-radius: 12px !important; box-shadow: none !important; }
116
+ .gradio-chatbot .user { background-color: var(--primary-color) !important; color: white !important; }
117
+ .gradio-chatbot .bot { background-color: var(--content-background-color) !important; border: 1px solid var(--border-color) !important; }
118
+ .footer { text-align: center; margin: 2rem auto; padding: 1rem; color: var(--text-muted-color); border-top: 1px solid var(--border-color); }
119
+ .footer b { color: var(--primary-color); }
120
+ </style>
121
+ </head>
122
+ """
123
+
124
+ # --- PENGATURAN & LOGIC GLOBAL ---
125
+ VISITOR_LOG_FILE = "visitor_log.csv"
126
+ HISTORY_LOG_FILE = "generation_log.csv" # LOG BARU
127
+ IMAGE_HISTORY_DIR = Path("generated_images") # DIREKTORI BARU
128
+
129
+ file_lock = threading.Lock()
130
+ device = "cuda" if torch.cuda.is_available() else "cpu"
131
+ print(f"➑️ Menggunakan device: {device.upper()}")
132
+
133
+ # --- Inisialisasi File Log & Direktori ---
134
+ def initialize_environment():
135
+ # Inisialisasi log pengunjung
136
+ if not os.path.exists(VISITOR_LOG_FILE):
137
+ with file_lock:
138
+ if not os.path.exists(VISITOR_LOG_FILE):
139
+ with open(VISITOR_LOG_FILE, mode='w', newline='', encoding='utf-8') as f:
140
+ writer = csv.writer(f)
141
+ writer.writerow(["Timestamp", "IP Address", "User Agent"])
142
+ print(f"βœ… File log '{VISITOR_LOG_FILE}' berhasil dibuat.")
143
+
144
+ # Inisialisasi log riwayat generasi & direktori gambar (FITUR BARU)
145
+ IMAGE_HISTORY_DIR.mkdir(exist_ok=True)
146
+ if not os.path.exists(HISTORY_LOG_FILE):
147
+ with file_lock:
148
+ if not os.path.exists(HISTORY_LOG_FILE):
149
+ with open(HISTORY_LOG_FILE, mode='w', newline='', encoding='utf-8') as f:
150
+ writer = csv.writer(f)
151
+ writer.writerow(["Timestamp", "Filename", "Prompt", "NegativePrompt", "Seed", "Steps"])
152
+ print(f"βœ… File log riwayat '{HISTORY_LOG_FILE}' dan direktori '{IMAGE_HISTORY_DIR}' siap.")
153
+
154
+ initialize_environment()
155
+
156
+ # --- PEMUATAN MODEL-MODEL AI ---
157
+ # 1. Model Generator Gambar (Inti)
158
+ print("➑️ Memuat model SDXL-Turbo...")
159
+ pipe = DiffusionPipeline.from_pretrained(
160
+ "stabilityai/sdxl-turbo", torch_dtype=torch.float16 if device == "cuda" else torch.float32,
161
+ variant="fp16" if device == "cuda" else None, use_safetensors=True
162
+ ).to(device)
163
+ if torch.cuda.is_available(): pipe.enable_xformers_memory_efficient_attention()
164
+ print("βœ… Model SDXL-Turbo berhasil dimuat.")
165
+
166
+ # 2. Model Peningkatan Resolusi (Fitur Baru)
167
+ upscaler_model = None
168
+ upscaler_processor = None
169
+ if Swin2SRForImageSuperResolution:
170
+ try:
171
+ print("➑️ Memuat model AI Upscaler (Swin2SR)...")
172
+ upscaler_model = Swin2SRForImageSuperResolution.from_pretrained("caidas/swin2sr-realworld-sr-x4-64-bsrgan-psnr").to(device)
173
+ upscaler_processor = Swin2SRImageProcessor.from_pretrained("caidas/swin2sr-realworld-sr-x4-64-bsrgan-psnr")
174
+ print("βœ… Model AI Upscaler berhasil dimuat.")
175
+ except Exception as e:
176
+ print(f"❌ Gagal memuat model Upscaler: {e}. Fitur upscale akan dinonaktifkan.")
177
+
178
+
179
+ # --- KELAS UNTUK CHATBOT GEMINI ---
180
+ class GeminiChat:
181
+ def __init__(self): # Perbaikan: Gunakan __init__
182
+ self.api_keys = []
183
+ self.is_configured = False
184
+ if not genai: return
185
+
186
+ i = 1
187
+ while True:
188
+ key = os.getenv(f"GEMINI_API_KEY_{i}")
189
+ if key:
190
+ self.api_keys.append(key)
191
+ i += 1
192
+ else:
193
+ break
194
+
195
+ if self.api_keys:
196
+ print(f"βœ… Berhasil memuat {len(self.api_keys)} API Key Gemini. Sistem rotasi aktif.")
197
+ self.is_configured = True
198
+ else:
199
+ print("❌ PERINGATAN: Tidak ada API Key Gemini yang ditemukan. Fitur AI Chat & Prompt Enhancer tidak akan berfungsi.")
200
+
201
+ def chat(self, message, history, system_prompt=None):
202
+ if not self.is_configured:
203
+ return "Maaf, fitur ini tidak terkonfigurasi karena tidak ada API Key."
204
+ try:
205
+ selected_key = random.choice(self.api_keys)
206
+ genai.configure(api_key=selected_key)
207
+ model = genai.GenerativeModel('gemini-2.5-flash') # Menggunakan model yang lebih baru
208
+ full_prompt = message
209
+ if system_prompt:
210
+ full_prompt = f"{system_prompt}\n\nUser query: {message}"
211
+ response = model.generate_content(full_prompt)
212
+ return response.text
213
+ except Exception as e:
214
+ print(f"❌ Terjadi error pada API Key Gemini: {e}")
215
+ return "Terjadi kesalahan saat menghubungi API AI. Mungkin salah satu API Key tidak valid atau ada masalah jaringan. Silakan coba lagi."
216
+
217
+ gemini_bot = GeminiChat()
218
+
219
+ # --- FUNGSI-FUNGSI INTI (GENERATOR & LAINNYA) ---
220
+ def log_visitor(request: gr.Request):
221
+ timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
222
+ ip_address = request.client.host if request else "N/A"
223
+ user_agent = request.headers.get("user-agent", "Unknown") if request else "N/A"
224
+ with file_lock:
225
+ with open(VISITOR_LOG_FILE, mode='a', newline='', encoding='utf-8') as f:
226
+ writer = csv.writer(f)
227
+ writer.writerow([timestamp, ip_address, user_agent])
228
+ print(f"βœ… Pengunjung baru tercatat: IP {ip_address}")
229
+
230
+ def generate_images(prompt, negative_prompt, steps, seed, num_images):
231
+ if not prompt:
232
+ raise gr.Error("Prompt tidak boleh kosong!")
233
+ if seed == -1:
234
+ seed = random.randint(0, 2**32 - 1)
235
+ generator = torch.manual_seed(seed)
236
+ images = pipe(prompt=prompt, negative_prompt=negative_prompt, generator=generator, num_inference_steps=steps, guidance_scale=0.0, num_images_per_prompt=num_images).images
237
+ return images, seed
238
+
239
+ def genie_wrapper(prompt, negative_prompt, steps, seed, num_images):
240
+ yield gr.update(visible=False), gr.update(visible=True, value="<div class='loader-container'><div class='loader-text'>AI sedang melukis mahakarya Anda...</div><div class='loader-bar-container'><div class='loader-bar'></div></div></div>"), gr.update(interactive=False), gr.update(visible=False)
241
+
242
+ start_time = time.time()
243
+ num_images_int = int(num_images)
244
+ steps_int = int(steps)
245
+ seed_int = int(seed)
246
+
247
+ images, used_seed = generate_images(prompt, negative_prompt, steps_int, seed_int, num_images_int)
248
+ end_time = time.time()
249
+
250
+ # --- UPGRADE: Menyimpan gambar dan log riwayat ---
251
+ timestamp_str = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
252
+ for i, img in enumerate(images):
253
+ filename = f"{int(time.time())}_{i}.png"
254
+ filepath = IMAGE_HISTORY_DIR / filename
255
+ img.save(filepath)
256
+
257
+ with file_lock:
258
+ with open(HISTORY_LOG_FILE, mode='a', newline='', encoding='utf-8') as f:
259
+ writer = csv.writer(f)
260
+ writer.writerow([timestamp_str, filename, prompt, negative_prompt, used_seed, steps_int])
261
+
262
+ generation_time = end_time - start_time
263
+ info_text = f"Seed yang digunakan: {used_seed}\nTotal waktu generasi: {generation_time:.2f} detik"
264
+ yield gr.update(value=images, visible=True), gr.update(visible=False), gr.update(interactive=True), gr.update(value=info_text, visible=True)
265
+
266
+ def submit_report(name, email, message):
267
+ if not name or not message:
268
+ gr.Warning("Nama dan Pesan tidak boleh kosong!")
269
+ return gr.update(visible=False)
270
+ report_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
271
+ report_content = f"--- Laporan Baru ({report_time}) ---\nNama: {name}\nEmail: {email}\nPesan: {message}\n\n"
272
+ with open("reports.log", "a", encoding="utf-8") as f:
273
+ f.write(report_content)
274
+ print("βœ… Laporan baru telah disimpan ke reports.log")
275
+ return gr.update(value="βœ… Terima kasih! Laporan Anda telah kami terima.", visible=True)
276
+
277
+ def update_visitor_monitor(time_filter: str):
278
+ try:
279
+ with file_lock:
280
+ if not os.path.exists(VISITOR_LOG_FILE) or os.path.getsize(VISITOR_LOG_FILE) < 10:
281
+ return "## πŸ“ˆ 0", pd.DataFrame({"Timestamp": [], "Total Pengunjung": []})
282
+ df = pd.read_csv(VISITOR_LOG_FILE)
283
+ if df.empty: return "## πŸ“ˆ 0", pd.DataFrame({"Timestamp": [], "Total Pengunjung": []})
284
+
285
+ df['Timestamp'] = pd.to_datetime(df['Timestamp'], errors='coerce')
286
+ df.dropna(subset=['Timestamp'], inplace=True)
287
+ if df.empty: return "## πŸ“ˆ 0", pd.DataFrame({"Timestamp": [], "Total Pengunjung": []})
288
+
289
+ total_overall_visitors = len(df)
290
+ total_visitors_formatted = f"## πŸ“ˆ {total_overall_visitors:,}"
291
+ df['Total Pengunjung'] = np.arange(1, len(df) + 1)
292
+
293
+ now = pd.to_datetime('now', utc=True).tz_localize(None)
294
+ df['Timestamp'] = df['Timestamp'].dt.tz_localize(None)
295
+
296
+ if time_filter == "1 Minggu Terakhir": df_plot = df[df['Timestamp'] >= now - timedelta(weeks=1)]
297
+ elif time_filter == "2 Minggu Terakhir": df_plot = df[df['Timestamp'] >= now - timedelta(weeks=2)]
298
+ elif time_filter == "3 Bulan Terakhir": df_plot = df[df['Timestamp'] >= now - timedelta(days=90)]
299
+ else: df_plot = df
300
+
301
+ if df_plot.empty: return total_visitors_formatted, pd.DataFrame({"Timestamp": [], "Total Pengunjung": []})
302
+
303
+ return total_visitors_formatted, df_plot
304
+ except Exception as e:
305
+ error_message = f"Error saat memperbarui monitor: {e}"
306
+ print(f"❌ {error_message}")
307
+ return f"## ⚠️ Error", pd.DataFrame({"Error": [error_message]})
308
+
309
+ # --- FUNGSI-FUNGSI FITUR BARU ---
310
+
311
+ def enhance_prompt(simple_prompt):
312
+ if not simple_prompt:
313
+ gr.Warning("Tolong masukkan ide Anda terlebih dahulu.")
314
+ return ""
315
+ if not gemini_bot.is_configured:
316
+ gr.Error("Fitur Prompt Enhancer tidak aktif karena API Key Gemini tidak diatur.")
317
+ return "Fitur tidak aktif."
318
+
319
+ system_instruction = (
320
+ "Anda adalah seorang ahli prompt engineering untuk model AI text-to-image seperti Stable Diffusion. "
321
+ "Tugas Anda adalah mengubah ide sederhana dari pengguna menjadi prompt yang kaya, deskriptif, dan artistik. "
322
+ "Fokus pada detail visual: subjek, setting, pencahayaan (cinematic lighting, soft light, dll), gaya seni (photorealistic, anime style, oil painting, dll), komposisi, dan kualitas (hyperdetailed, 4K, masterpiece, trending on artstation). "
323
+ "Hasilkan HANYA prompt-nya saja dalam format teks panjang, tanpa penjelasan atau kalimat pembuka/penutup."
324
+ )
325
+ yield "🧠 AI sedang meracik prompt ajaib untuk Anda..."
326
+ enhanced_prompt = gemini_bot.chat(simple_prompt, [], system_prompt=system_instruction)
327
+ yield enhanced_prompt
328
+
329
+ def upscale_image(image_to_upscale, clarity_strength):
330
+ if image_to_upscale is None:
331
+ raise gr.Error("Silakan unggah gambar terlebih dahulu.")
332
+ if upscaler_model is None or upscaler_processor is None:
333
+ raise gr.Error("Fitur Upscaler tidak aktif karena model gagal dimuat. Periksa log saat startup.")
334
+
335
+ yield None, "πŸš€ Memproses peningkatan resolusi 4x oleh AI..."
336
+ try:
337
+ with torch.no_grad():
338
+ inputs = upscaler_processor(image_to_upscale, return_tensors="pt").to(device)
339
+ outputs = upscaler_model(**inputs)
340
+ output_image = outputs.reconstruction.data.squeeze().float().cpu().clamp_(0, 1).numpy()
341
+ output_image = np.moveaxis(output_image, source=0, destination=-1)
342
+ output_image = (output_image * 255.0).round().astype(np.uint8)
343
+ final_image = Image.fromarray(output_image)
344
+
345
+ if clarity_strength > 1.0:
346
+ yield final_image, f"✨ Menerapkan peningkatan kejernihan (Strength: {clarity_strength:.2f})..."
347
+ enhancer = ImageEnhance.Sharpness(final_image)
348
+ final_image = enhancer.enhance(clarity_strength)
349
+
350
+ yield final_image, f"βœ… Gambar berhasil ditingkatkan! Resolusi akhir: {final_image.width}x{final_image.height}px."
351
+ except Exception as e:
352
+ print(f"❌ Error saat upscaling: {e}")
353
+ yield None, f"⚠️ Terjadi error saat upscaling: {e}"
354
+
355
+ def update_system_info():
356
+ if not psutil or not platform: return "Informasi sistem tidak tersedia (library psutil tidak ditemukan)."
357
+ cpu_percent = psutil.cpu_percent(interval=None)
358
+ ram = psutil.virtual_memory()
359
+ gpu_info = "Tidak terdeteksi (PyTorch tidak menemukan CUDA)"
360
+ if torch.cuda.is_available():
361
+ gpu_name = torch.cuda.get_device_name(0)
362
+ gpu_mem_used_gb = torch.cuda.memory_allocated(0) / (1024**3)
363
+ gpu_mem_total_gb = torch.cuda.get_device_properties(0).total_memory / (1024**3)
364
+ gpu_info = f"**GPU:** `{gpu_name}`\n**VRAM Terpakai:** `{gpu_mem_used_gb:.2f} GB / {gpu_mem_total_gb:.2f} GB`"
365
+
366
+ sys_info = f"**Platform:** `{platform.system()} {platform.release()}`"
367
+ return (f"**CPU Terpakai:** `{cpu_percent:.1f}%`\n"
368
+ f"**RAM Terpakai:** `{ram.percent:.1f}% ({ram.used / (1024**3):.2f} GB / {ram.total / (1024**3):.2f} GB)`\n"
369
+ f"{gpu_info}\n---\n{sys_info}")
370
+
371
+ # --- FUNGSI-FUNGSI UNTUK MENU BARU ---
372
+
373
+ # Fitur: Galeri & Riwayat
374
+ def load_history():
375
+ try:
376
+ with file_lock:
377
+ if not os.path.exists(HISTORY_LOG_FILE):
378
+ return [], pd.DataFrame(), "### πŸ“‚ Riwayat Kosong\nBelum ada gambar yang dihasilkan."
379
+ df = pd.read_csv(HISTORY_LOG_FILE)
380
+
381
+ if df.empty:
382
+ return [], df, "### πŸ“‚ Riwayat Kosong\nBelum ada gambar yang dihasilkan."
383
+
384
+ df_sorted = df.sort_values(by="Timestamp", ascending=False)
385
+ image_paths = [str(IMAGE_HISTORY_DIR / fname) for fname in df_sorted['Filename']]
386
+ return image_paths, df_sorted, "### β“˜ Detail Gambar\nKlik pada sebuah gambar untuk melihat detailnya."
387
+ except Exception as e:
388
+ print(f"❌ Error memuat riwayat: {e}")
389
+ return [], pd.DataFrame(), f"### ⚠️ Error\nTidak dapat memuat riwayat: {e}"
390
+
391
+ def show_history_details(evt: gr.SelectData, history_df: pd.DataFrame):
392
+ if not evt.selected or history_df.empty:
393
+ return "### β“˜ Detail Gambar\nKlik pada sebuah gambar untuk melihat detailnya.", gr.update(visible=False)
394
+
395
+ selected_row = history_df.iloc[evt.index]
396
+ details = f"""
397
+ **Prompt:** `{selected_row['Prompt']}`
398
+ **Negative Prompt:** `{selected_row['NegativePrompt']}`
399
+ ---
400
+ **Seed:** `{selected_row['Seed']}` | **Steps:** `{selected_row['Steps']}`
401
+ **File:** `{selected_row['Filename']}` | **Dibuat:** `{selected_row['Timestamp']}`
402
+ """
403
+ return details, gr.update(visible=True)
404
+
405
+ def send_history_to_generator(evt: gr.SelectData, history_df: pd.DataFrame):
406
+ if not evt.selected or history_df.empty:
407
+ return gr.update(), gr.update(), gr.update(), gr.update(), gr.update()
408
+
409
+ selected_row = history_df.iloc[evt.index]
410
+ return (
411
+ selected_row['Prompt'],
412
+ selected_row['NegativePrompt'],
413
+ selected_row['Seed'],
414
+ selected_row['Steps'],
415
+ gr.Tabs(selected=0) # Pindah ke tab generator
416
+ )
417
+
418
+ def send_history_to_editor(evt: gr.SelectData, history_df: pd.DataFrame):
419
+ if not evt.selected or history_df.empty:
420
+ return gr.update(), gr.update()
421
+
422
+ selected_row = history_df.iloc[evt.index]
423
+ image_path = str(IMAGE_HISTORY_DIR / selected_row['Filename'])
424
+ return Image.open(image_path), gr.Tabs(selected=5) # Pindah ke tab editor
425
+
426
+ # Fitur: Image Editor
427
+ def apply_image_edits(image, brightness, contrast, saturation, sharpness, filter_choice):
428
+ if image is None:
429
+ return None
430
+
431
+ output_image = image.copy()
432
+
433
+ if filter_choice == "Grayscale":
434
+ output_image = output_image.convert("L").convert("RGB") # Convert to grayscale and back to RGB
435
+ elif filter_choice == "Sepia":
436
+ pixels = output_image.load()
437
+ width, height = output_image.size
438
+ for y in range(height):
439
+ for x in range(width):
440
+ r, g, b = output_image.getpixel((x, y))
441
+ tr = int(0.393 * r + 0.769 * g + 0.189 * b)
442
+ tg = int(0.349 * r + 0.686 * g + 0.168 * b)
443
+ tb = int(0.272 * r + 0.534 * g + 0.131 * b)
444
+ pixels[x, y] = (min(255, tr), min(255, tg), min(255, tb))
445
+
446
+ # Terapkan penyesuaian hanya jika bukan filter
447
+ if filter_choice == "None":
448
+ enhancer = ImageEnhance.Brightness(output_image)
449
+ output_image = enhancer.enhance(brightness)
450
+ enhancer = ImageEnhance.Contrast(output_image)
451
+ output_image = enhancer.enhance(contrast)
452
+ enhancer = ImageEnhance.Color(output_image)
453
+ output_image = enhancer.enhance(saturation)
454
+ enhancer = ImageEnhance.Sharpness(output_image)
455
+ output_image = enhancer.enhance(sharpness)
456
+
457
+ return output_image
458
+
459
+
460
+ # --- ANTARMUKA PENGGUNA (GRADIO UI) ---
461
+ with gr.Blocks(theme=gr.themes.Base(), head=HEAD_HTML) as demo:
462
+ gr.Markdown("# πŸš€ RenXploit's Creative AI Suite 🌌", elem_id="main-title")
463
+ gr.Markdown("Sebuah platform lengkap untuk kreativitas Anda, ditenagai oleh AI.", elem_id="main-subtitle")
464
+
465
+ with gr.Tabs() as tabs:
466
+ # --- TAB 1: IMAGE GENERATOR (INTI) ---
467
+ with gr.TabItem("🎨 Image Generator", id=0):
468
+ with gr.Row(variant='panel', equal_height=False):
469
+ with gr.Column(scale=1):
470
+ gr.Markdown("### πŸ“ **Masukan Perintah Anda**")
471
+ prompt_input = gr.Textbox(label="Prompt", placeholder="Contoh: Cinematic photo, seekor rubah merah...", lines=3, info="Jadilah sangat spesifik! Atau gunakan Prompt Enhancer.")
472
+ negative_prompt_input = gr.Textbox(label="Prompt Negatif", placeholder="Contoh: blurry, low quality, bad hands...", lines=2, info="Hal-hal yang TIDAK Anda inginkan.")
473
+ num_images_slider = gr.Slider(minimum=1, maximum=8, value=2, step=1, label="Jumlah Gambar")
474
+ generate_btn = gr.Button("✨ Hasilkan Gambar!", variant="primary")
475
+ with gr.Accordion("βš™οΈ Opsi Lanjutan", open=False):
476
+ steps_slider = gr.Slider(minimum=1, maximum=5, value=2, step=1, label="Langkah Iterasi (Kualitas vs Kecepatan)")
477
+ with gr.Row():
478
+ seed_input = gr.Number(label="Seed", value=-1, precision=0, info="Gunakan -1 untuk acak.")
479
+ random_seed_btn = gr.Button("🎲 Acak", variant="secondary")
480
+ with gr.Column(scale=2):
481
+ gr.Markdown("### πŸ–ΌοΈ **Hasil Generasi**")
482
+ output_gallery = gr.Gallery(label="Hasil Gambar", show_label=False, elem_id="gallery", columns=2, object_fit="contain", height="auto")
483
+ loader_html = gr.HTML(visible=False)
484
+ info_box = gr.Textbox(label="Informasi Generasi", visible=False, interactive=False, lines=2)
485
+
486
+ # --- TAB 2: CHAT WITH AI (INTI) ---
487
+ with gr.TabItem("πŸ’¬ Chat with AI", id=1):
488
+ with gr.Row(variant='panel'):
489
+ with gr.Column():
490
+ gr.Markdown("### πŸ€– **Asisten AI Flood**")
491
+ if not gemini_bot.is_configured:
492
+ gr.Warning("Fitur Chatbot dinonaktifkan. API Key Gemini tidak terkonfigurasi.")
493
+ else:
494
+ gr.ChatInterface(
495
+ gemini_bot.chat,
496
+ chatbot=gr.Chatbot(height=500, label="Flood AI", value=[(None, "Halo! Saya adalah asisten AI dari RenXploit. Ada yang bisa saya bantu?")]),
497
+ title=None,
498
+ description="Tanyakan apa saja!",
499
+ examples=["Apa itu SDXL-Turbo?", "Buatkan saya puisi tentang AI", "Jelaskan konsep lubang hitam dengan sederhana"],
500
+ )
501
+
502
+ # --- TAB 3: PROMPT ENHANCER (FITUR LAMA) ---
503
+ with gr.TabItem("✨ Prompt Enhancer", id=2):
504
+ with gr.Row(variant='panel'):
505
+ with gr.Column():
506
+ gr.Markdown("### πŸͺ„ **Ubah Ide Jadi Prompt Ajaib**\nCukup tulis ide sederhana, dan biarkan AI menyempurnakannya menjadi prompt yang detail dan artistik.")
507
+ simple_prompt_input = gr.Textbox(label="Ide Sederhana Anda", placeholder="Contoh: seekor astronot di hutan alien", lines=3)
508
+ enhance_btn = gr.Button("Buat Prompt Ajaib!", variant="primary")
509
+ enhanced_prompt_output = gr.Textbox(label="Prompt yang Disempurnakan", lines=5, interactive=True, show_copy_button=True)
510
+ send_to_gen_btn = gr.Button("➑️ Kirim & Pindah ke Generator")
511
+
512
+ # --- TAB 4: AI IMAGE UPSCALER (FITUR LAMA) ---
513
+ with gr.TabItem("πŸš€ AI Image Upscaler", id=3):
514
+ with gr.Row(variant='panel', equal_height=False):
515
+ with gr.Column():
516
+ gr.Markdown("### **Tingkatkan Resolusi Gambar**\nUnggah gambar untuk meningkatkan kualitas dan ukurannya hingga 4x lipat menggunakan AI.")
517
+ image_to_upscale_input = gr.Image(type="pil", label="Unggah Gambar Anda di Sini")
518
+ clarity_slider = gr.Slider(minimum=1.0, maximum=3.0, value=1.0, step=0.1, label="Tingkat Peningkatan Kejernihan", info="Setelah di-upscale 4x, atur kejernihan gambar di sini. 1.0 = Tanpa efek.")
519
+ upscale_btn = gr.Button("Tingkatkan Resolusi!", variant="primary")
520
+ with gr.Column():
521
+ gr.Markdown("### **Hasil Peningkatan Resolusi**")
522
+ upscaled_image_output = gr.Image(label="Gambar Hasil Upscale", interactive=False, show_download_button=True)
523
+ upscale_status_text = gr.Markdown("Status: Menunggu gambar...")
524
+
525
+ # --- TAB 5 (BARU): GALERI & RIWAYAT ---
526
+ with gr.TabItem("πŸ–ΌοΈ Galeri & Riwayat", id=4):
527
+ with gr.Row(variant='panel'):
528
+ with gr.Column(scale=2):
529
+ gr.Markdown("### **Galeri Hasil Generasi Anda**")
530
+ history_gallery = gr.Gallery(label="Riwayat Gambar", show_label=False, columns=4, object_fit="contain", height="auto")
531
+ history_df_state = gr.State() # State untuk menyimpan dataframe
532
+ with gr.Column(scale=1):
533
+ gr.Markdown("### **Detail & Aksi**")
534
+ history_details_md = gr.Markdown("### β“˜ Detail Gambar\nKlik pada sebuah gambar untuk melihat detailnya.")
535
+ refresh_history_btn = gr.Button("πŸ”„ Segarkan Galeri", variant="secondary")
536
+ with gr.Row(visible=False) as history_action_buttons:
537
+ history_to_gen_btn = gr.Button("Kirim ke Generator")
538
+ history_to_editor_btn = gr.Button("Kirim ke Editor")
539
+
540
+ # --- TAB 6 (BARU): IMAGE EDITOR ---
541
+ with gr.TabItem("🎨 Image Editor", id=5):
542
+ with gr.Row(variant='panel'):
543
+ with gr.Column(scale=1):
544
+ gr.Markdown("### **Toolkit Pasca-Produksi**")
545
+ editor_input_image = gr.Image(type="pil", label="Unggah Gambar atau Kirim dari Riwayat")
546
+ with gr.Accordion("Penyesuaian", open=True):
547
+ brightness_slider = gr.Slider(minimum=0.5, maximum=1.5, value=1.0, step=0.05, label="Kecerahan")
548
+ contrast_slider = gr.Slider(minimum=0.5, maximum=1.5, value=1.0, step=0.05, label="Kontras")
549
+ saturation_slider = gr.Slider(minimum=0.0, maximum=2.0, value=1.0, step=0.05, label="Saturasi Warna")
550
+ sharpness_slider = gr.Slider(minimum=0.0, maximum=3.0, value=1.0, step=0.1, label="Ketajaman")
551
+ with gr.Accordion("Filter Cepat", open=True):
552
+ filter_radio = gr.Radio(["None", "Grayscale", "Sepia"], label="Pilih Filter", value="None")
553
+ with gr.Column(scale=1):
554
+ gr.Markdown("### **Hasil Editing**")
555
+ editor_output_image = gr.Image(label="Hasil Akhir", interactive=False, show_download_button=True)
556
+
557
+ # --- TAB 7: VISITOR MONITOR (INTI) ---
558
+ with gr.TabItem("πŸ“Š Visitor Monitor", id=6):
559
+ with gr.Row(variant='panel'):
560
+ with gr.Column():
561
+ gr.Markdown("### πŸ“ˆ **Live Visitor Monitor**\nPantau jumlah total pengunjung aplikasi Anda secara real-time.")
562
+ with gr.Row():
563
+ with gr.Column(scale=3):
564
+ visitor_count_display = gr.Markdown("## πŸ“ˆ Memuat data...")
565
+ with gr.Column(scale=2):
566
+ time_filter_radio = gr.Radio(["Semua Waktu", "1 Minggu Terakhir", "2 Minggu Terakhir", "3 Bulan Terakhir"], label="Tampilkan data untuk", value="Semua Waktu")
567
+ refresh_btn = gr.Button("πŸ”„ Segarkan Manual", variant="secondary")
568
+ visitor_plot = gr.LinePlot(x="Timestamp", y="Total Pengunjung", title="Grafik Pertumbuhan Pengunjung", tooltip=['Timestamp', 'Total Pengunjung'], height=500, interactive=True)
569
+
570
+ # --- TAB 8: SYSTEM & SETTINGS (FITUR LAMA) ---
571
+ with gr.TabItem("βš™οΈ System & Settings", id=7):
572
+ with gr.Row(variant='panel'):
573
+ with gr.Column():
574
+ gr.Markdown("### **Live System Monitor**")
575
+ system_info_md = gr.Markdown("Memuat info sistem...")
576
+ system_info_trigger_btn = gr.Button("Trigger System Info", visible=False, elem_id="system-info-trigger-btn")
577
+ with gr.Column():
578
+ gr.Markdown("### **Pengaturan Aplikasi**")
579
+ with gr.Accordion("Kualitas Model", open=True):
580
+ gr.Radio(["FP16 (Cepat, Kualitas Baik)", "FP32 (Lambat, Kualitas Terbaik)"],
581
+ value="FP16 (Cepat, Kualitas Baik)" if device == "cuda" else "FP32 (Lambat, Kualitas Terbaik)",
582
+ label="Presisi Model Generator",
583
+ interactive=False,
584
+ info="Terkunci. Pengaturan ini ditentukan saat aplikasi dimulai berdasarkan ketersediaan GPU Anda.")
585
+
586
+ # --- TAB-TAB STATIS ---
587
+ with gr.TabItem("πŸ’‘ Panduan Prompting", id=8):
588
+ with gr.Row(variant='panel'): gr.Markdown("""## Cara Menjadi "Art Director" yang Hebat untuk AI...\n (Konten panduan Anda di sini)""")
589
+ with gr.TabItem("πŸ“– Blog & Updates", id=9):
590
+ with gr.Row(variant='panel'): gr.Markdown("""### Perkembangan Terbaru dari RenXploit's AI Suite
591
+ - **v2.5 (Pembaruan Terkini):** Menambahkan **Galeri & Riwayat Generasi** dan **Image Editor** untuk pasca-produksi.
592
+ - **v2.4:** Upscaler di-upgrade dengan kontrol kejernihan, Visitor Monitor diperbaiki, dan UI Settings diperjelas.
593
+ - **v2.3:** Perbaikan bug kritis untuk kompatibilitas dengan berbagai versi Gradio.
594
+ - **v2.2:** Perbaikan bug untuk kompatibilitas Gradio.
595
+ - **v2.1:** Menambahkan **Prompt Enhancer**, **AI Image Upscaler**, dan **Live System Monitor**.
596
+ - **v2.0:** Perombakan Desain Total.
597
+ - **Rencana Berikutnya:** Menjajaki model generator gambar yang berbeda dan fitur Inpainting/Outpainting. Nantikan!""")
598
+ with gr.TabItem("ℹ️ About & Support", id=10):
599
+ with gr.Row(variant='panel'):
600
+ with gr.Column():
601
+ gr.Markdown("### Tentang Proyek dan Dukungan")
602
+ with gr.Accordion("Tentang RenXploit's Creative AI Suite", open=True):
603
+ gr.Markdown("""
604
+ **RenXploit's Creative AI Suite** adalah proyek pribadi yang dibuat untuk mengeksplorasi kemampuan AI generatif dalam sebuah antarmuka yang mudah digunakan dan profesional.
605
+ Aplikasi ini terus dikembangkan dengan fitur-fitur baru untuk memberdayakan kreativitas Anda.
606
+
607
+ Jika Anda memiliki masukan, menemukan bug, atau ingin berdiskusi, jangan ragu untuk menghubungi saya melalui website portofolio di: **[ngoprek.xyz/contact](https://ngoprek.xyz/contact)**
608
+ """)
609
+ with gr.Accordion("Laporkan Masalah atau Beri Masukan"):
610
+ report_name = gr.Textbox(label="Nama Anda")
611
+ report_email = gr.Textbox(label="Email Anda (Opsional)")
612
+ report_message = gr.Textbox(label="Pesan Anda", lines=5, placeholder="Jelaskan masalah yang Anda temui atau ide yang Anda miliki...")
613
+ report_btn = gr.Button("Kirim Laporan", variant="primary")
614
+ report_status = gr.Markdown(visible=False)
615
+
616
+ gr.Markdown("---\n<div class='footer'><p>Dibuat dengan ❀️ oleh <b>RenXploit</b>.</p></div>", elem_classes="footer")
617
+
618
+ # --- PENANGANAN EVENT (EVENT HANDLERS) ---
619
+ # 1. Event Inti (Generator & Laporan)
620
+ random_seed_btn.click(lambda: -1, outputs=seed_input)
621
+ generate_btn.click(fn=genie_wrapper, inputs=[prompt_input, negative_prompt_input, steps_slider, seed_input, num_images_slider], outputs=[output_gallery, loader_html, generate_btn, info_box])
622
+ report_btn.click(fn=submit_report, inputs=[report_name, report_email, report_message], outputs=[report_status])
623
+
624
+ # 2. Event Visitor Monitor
625
+ demo.load(log_visitor, inputs=None, outputs=None)
626
+ demo.load(fn=update_visitor_monitor, inputs=[time_filter_radio], outputs=[visitor_count_display, visitor_plot])
627
+ refresh_btn.click(fn=update_visitor_monitor, inputs=[time_filter_radio], outputs=[visitor_count_display, visitor_plot])
628
+ time_filter_radio.change(fn=update_visitor_monitor, inputs=[time_filter_radio], outputs=[visitor_count_display, visitor_plot])
629
+
630
+ # 3. Event Fitur Lainnya (Prompt Enhancer, Upscaler, System)
631
+ enhance_btn.click(fn=enhance_prompt, inputs=[simple_prompt_input], outputs=[enhanced_prompt_output])
632
+ send_to_gen_btn.click(fn=lambda prompt: (prompt, gr.Tabs(selected=0)), inputs=[enhanced_prompt_output], outputs=[prompt_input, tabs])
633
+ upscale_btn.click(fn=upscale_image, inputs=[image_to_upscale_input, clarity_slider], outputs=[upscaled_image_output, upscale_status_text])
634
+
635
+ system_info_trigger_btn.click(fn=update_system_info, inputs=None, outputs=system_info_md)
636
+ demo.load(fn=update_system_info, inputs=None, outputs=system_info_md)
637
+
638
+ # 4. Event untuk Fitur BARU (Galeri & Editor)
639
+
640
+ # Galeri & Riwayat
641
+ # Memuat riwayat saat tab dipilih atau tombol refresh diklik
642
+ history_tab = demo.tabs[4]
643
+ history_tab.select(fn=load_history, inputs=None, outputs=[history_gallery, history_df_state, history_details_md])
644
+ refresh_history_btn.click(fn=load_history, inputs=None, outputs=[history_gallery, history_df_state, history_details_md])
645
+
646
+ # Menampilkan detail saat gambar di galeri dipilih
647
+ history_gallery.select(fn=show_history_details, inputs=[history_df_state], outputs=[history_details_md, history_action_buttons])
648
+
649
+ # Aksi dari tombol di detail riwayat
650
+ history_to_gen_btn.click(
651
+ fn=send_history_to_generator,
652
+ inputs=[history_df_state],
653
+ outputs=[prompt_input, negative_prompt_input, seed_input, steps_slider, tabs]
654
+ )
655
+ history_to_editor_btn.click(
656
+ fn=send_history_to_editor,
657
+ inputs=[history_df_state],
658
+ outputs=[editor_input_image, tabs]
659
+ )
660
+
661
+ # Image Editor
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+ editor_inputs = [editor_input_image, brightness_slider, contrast_slider, saturation_slider, sharpness_slider, filter_radio]
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+ brightness_slider.release(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+ contrast_slider.release(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+ saturation_slider.release(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+ sharpness_slider.release(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+ filter_radio.change(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+ editor_input_image.change(fn=apply_image_edits, inputs=editor_inputs, outputs=editor_output_image)
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+
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+
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+ # --- Menjalankan Aplikasi ---
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+ if __name__ == "__main__":
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+ demo.launch(debug=True)