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Update app.py
Browse files
app.py
CHANGED
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@@ -1,4 +1,5 @@
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import os
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import requests
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import gradio as gr
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from datetime import datetime
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@@ -12,6 +13,59 @@ headers = {
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'Content-Type': 'application/json'
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}
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def get_models():
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"""Fetch and display available models"""
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try:
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@@ -47,133 +101,537 @@ def get_models():
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except Exception as e:
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return f"❌ Error: {str(e)}", "No data"
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-
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try:
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url = f'{API_HOST}/v1/image/generation/
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if response.status_code == 200:
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outputs =
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# Prepare display
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display_text = f"📊 Total outputs: {total}\n"
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display_text += f"📋 Showing: {len(outputs)} outputs\n"
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display_text += f"⏭️ Next cursor: {next_cursor}\n"
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display_text += f"⏰ {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n"
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#
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for i, output in enumerate(outputs, 1):
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output_id = output.get('id', 'N/A')
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created_at = output.get('created_at', 'N/A')
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status = output.get('status', 'unknown')
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model_name = output.get('model_name', 'Unknown')
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# Gallery status with emojis
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gallery_status = output.get('gallery_status', 'not_submitted')
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gallery_emoji = {
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'not_submitted': '🔒',
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'submitted': '📤',
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'approved': '✅',
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'rejected': '❌'
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}.get(gallery_status, '❓')
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favorite_emoji = '❤️' if is_favorited else '🤍'
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# Format timestamp
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if created_at != 'N/A':
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try:
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dt = datetime.fromisoformat(created_at.replace('Z', '+00:00'))
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created_date = dt.strftime('%Y-%m-%d')
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created_time = dt.strftime('%H:%M')
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except:
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created_date = created_at
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created_time = ''
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else:
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created_date = 'Unknown'
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created_time = ''
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# Text display
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display_text += f"{i}. 🔹 **Output {short_id}**\n"
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display_text += f" 🕒 Created: {created_at}\n"
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display_text += f" 📊 Status: {status}\n"
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display_text += f" 🤖 Model: {model_name}\n"
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display_text += f" 🖼️ Gallery: {gallery_emoji} {gallery_status}\n"
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display_text += f" {favorite_emoji} Favorite\n"
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# Get image URL
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image_url = output.get('image_url')
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if not image_url:
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# Try to get from image_urls array
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image_urls = output.get('image_urls', [])
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if image_urls and isinstance(image_urls, list) and len(image_urls) > 0:
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image_url = image_urls[0]
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if image_url:
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gallery_html += f"""
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<div style='border-radius: 10px; overflow: hidden; background: rgba(255,255,255,0.1); padding: 10px;'>
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<img src='{image_url}' style='width: 100%; height: 200px; object-fit: cover; border-radius: 8px;'>
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<div style='margin-top: 8px; font-size: 12px;'>
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<div>📅 {created_date}</div>
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<div>🤖 {model_name[:15]}{'...' if len(model_name) > 15 else ''}</div>
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<div>{gallery_emoji} {gallery_status}</div>
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<div>{favorite_emoji}</div>
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</div>
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</div>
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"""
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display_text += f" 🖼️ Image URL: {image_url[:50]}...\n"
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else:
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display_text += f" 🖼️ No image available\n"
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# Show generation details if available
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generation = output.get('generation', {})
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if generation:
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prompt = generation.get('prompt', 'No prompt')
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if len(prompt) > 50:
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prompt = prompt[:50] + '...'
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display_text += f" 📝 Prompt: {prompt}\n"
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display_text += "─" * 40 + "\n"
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return display_text, gallery_html, str(
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else:
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error_msg = f"❌
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return error_msg,
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except Exception as e:
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error_msg = f"❌ Error: {str(e)}"
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return error_msg,
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with gr.Tabs():
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with gr.Row():
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with gr.Row():
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with gr.Column(scale=1):
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outputs_display = gr.Textbox(label="Output Details", lines=25)
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outputs_gallery = gr.HTML(label="Image Gallery")
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with gr.Row():
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outputs_raw = gr.Code(label="Raw JSON", language="json", lines=
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if __name__ == "__main__":
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demo.launch()
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import os
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+
import json
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import requests
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import gradio as gr
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| 5 |
from datetime import datetime
|
|
|
|
| 13 |
'Content-Type': 'application/json'
|
| 14 |
}
|
| 15 |
|
| 16 |
+
# Global state for outputs pagination
|
| 17 |
+
current_outputs = []
|
| 18 |
+
current_page = 0
|
| 19 |
+
page_size = 10
|
| 20 |
+
|
| 21 |
+
# Default generation settings
|
| 22 |
+
DEFAULT_SETTINGS = {
|
| 23 |
+
"model_id": "048b4ea3-5586-47ed-900f-f4341c96bdb2", # SDXL 1.0
|
| 24 |
+
"width": 1024,
|
| 25 |
+
"height": 1024,
|
| 26 |
+
"num_outputs": 1,
|
| 27 |
+
"guidance_scale": 7.5,
|
| 28 |
+
"inference_steps": 30,
|
| 29 |
+
"scheduler_id": "euler",
|
| 30 |
+
"seed": None
|
| 31 |
+
}
|
| 32 |
+
|
| 33 |
+
# Get available models for dropdown
|
| 34 |
+
def get_model_list():
|
| 35 |
+
"""Get list of models for dropdown"""
|
| 36 |
+
try:
|
| 37 |
+
url = f'{API_HOST}/v1/image/generation/models'
|
| 38 |
+
response = requests.get(url, headers=headers, timeout=10)
|
| 39 |
+
if response.status_code == 200:
|
| 40 |
+
models = response.json().get('models', [])
|
| 41 |
+
# Sort: default first, then by name
|
| 42 |
+
models.sort(key=lambda x: (not x.get('is_default', False), x.get('name', '')))
|
| 43 |
+
return [(m['name'], m['id']) for m in models]
|
| 44 |
+
except:
|
| 45 |
+
pass
|
| 46 |
+
return [("SDXL 1.0", "048b4ea3-5586-47ed-900f-f4341c96bdb2")]
|
| 47 |
+
|
| 48 |
+
# Get schedulers for dropdown
|
| 49 |
+
def get_scheduler_list():
|
| 50 |
+
"""Get list of schedulers"""
|
| 51 |
+
return [
|
| 52 |
+
("Euler", "euler"),
|
| 53 |
+
("Euler A", "euler_a"),
|
| 54 |
+
("DDIM", "ddim"),
|
| 55 |
+
("DPMSolver++", "dpmpp_2m"),
|
| 56 |
+
("DPM++ 2M Karras", "dpmpp_2m_karras"),
|
| 57 |
+
("DPM++ SDE", "dpmpp_sde"),
|
| 58 |
+
("DPM++ SDE Karras", "dpmpp_sde_karras"),
|
| 59 |
+
("Heun", "heun"),
|
| 60 |
+
("LMS", "lms"),
|
| 61 |
+
("LMS Karras", "lms_karras")
|
| 62 |
+
]
|
| 63 |
+
|
| 64 |
+
# Initialize model and scheduler lists
|
| 65 |
+
MODELS = get_model_list()
|
| 66 |
+
SCHEDULERS = get_scheduler_list()
|
| 67 |
+
|
| 68 |
+
# ========== MODELS TAB ==========
|
| 69 |
def get_models():
|
| 70 |
"""Fetch and display available models"""
|
| 71 |
try:
|
|
|
|
| 101 |
except Exception as e:
|
| 102 |
return f"❌ Error: {str(e)}", "No data"
|
| 103 |
|
| 104 |
+
# ========== GENERATE TAB ==========
|
| 105 |
+
def generate_image(prompt, negative_prompt, model_id, width, height,
|
| 106 |
+
num_outputs, guidance_scale, inference_steps,
|
| 107 |
+
scheduler_id, seed, init_image_url, prompt_strength):
|
| 108 |
+
"""Generate images using StableCog API"""
|
| 109 |
try:
|
| 110 |
+
url = f'{API_HOST}/v1/image/generation/create'
|
| 111 |
+
|
| 112 |
+
# Prepare request data
|
| 113 |
+
data = {
|
| 114 |
+
"prompt": prompt,
|
| 115 |
+
"model_id": model_id,
|
| 116 |
+
"width": int(width),
|
| 117 |
+
"height": int(height),
|
| 118 |
+
"num_outputs": int(num_outputs),
|
| 119 |
+
"guidance_scale": float(guidance_scale),
|
| 120 |
+
"inference_steps": int(inference_steps),
|
| 121 |
+
"scheduler_id": scheduler_id,
|
| 122 |
+
}
|
| 123 |
+
|
| 124 |
+
# Add optional fields if provided
|
| 125 |
+
if negative_prompt and negative_prompt.strip():
|
| 126 |
+
data["negative_prompt"] = negative_prompt.strip()
|
| 127 |
+
|
| 128 |
+
if seed and seed.strip():
|
| 129 |
+
try:
|
| 130 |
+
data["seed"] = int(seed.strip())
|
| 131 |
+
except:
|
| 132 |
+
pass
|
| 133 |
+
|
| 134 |
+
if init_image_url and init_image_url.strip():
|
| 135 |
+
data["init_image_url"] = init_image_url.strip()
|
| 136 |
+
if prompt_strength is not None:
|
| 137 |
+
data["prompt_strength"] = float(prompt_strength)
|
| 138 |
+
|
| 139 |
+
# Make API request
|
| 140 |
+
response = requests.post(
|
| 141 |
+
url,
|
| 142 |
+
data=json.dumps(data),
|
| 143 |
+
headers=headers,
|
| 144 |
+
timeout=30 # Longer timeout for generation
|
| 145 |
+
)
|
| 146 |
|
| 147 |
if response.status_code == 200:
|
| 148 |
+
result = response.json()
|
| 149 |
+
outputs = result.get('outputs', [])
|
| 150 |
+
remaining_credits = result.get('remaining_credits', 0)
|
| 151 |
+
settings = result.get('settings', {})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 152 |
|
| 153 |
+
# Format response
|
| 154 |
+
display_text = f"✅ Generation successful!\n"
|
| 155 |
+
display_text += f"🪙 Remaining credits: {remaining_credits}\n"
|
| 156 |
+
display_text += f"🖼️ Generated {len(outputs)} image(s)\n"
|
| 157 |
+
display_text += f"⏰ {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n"
|
| 158 |
|
| 159 |
+
# Get image URLs for gallery
|
| 160 |
+
image_urls = []
|
| 161 |
for i, output in enumerate(outputs, 1):
|
| 162 |
output_id = output.get('id', 'N/A')
|
| 163 |
+
image_url = output.get('url', '')
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 164 |
|
| 165 |
+
display_text += f"{i}. Output ID: {output_id}\n"
|
| 166 |
+
display_text += f" 📷 URL: {image_url[:60]}...\n"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 167 |
|
| 168 |
if image_url:
|
| 169 |
+
image_urls.append(image_url)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 170 |
|
| 171 |
+
# Create gallery HTML
|
| 172 |
+
gallery_html = ""
|
| 173 |
+
if image_urls:
|
| 174 |
+
gallery_html = create_gallery_html(image_urls, "Generated Images")
|
| 175 |
|
| 176 |
+
# Show settings used
|
| 177 |
+
display_text += "\n⚙️ Settings used:\n"
|
| 178 |
+
for key, value in settings.items():
|
| 179 |
+
display_text += f" {key}: {value}\n"
|
| 180 |
|
| 181 |
+
return display_text, gallery_html, str(result), None
|
| 182 |
|
| 183 |
else:
|
| 184 |
+
error_msg = f"❌ Generation failed: {response.status_code}"
|
| 185 |
+
return error_msg, "", f"Error: {response.text}", None
|
| 186 |
|
| 187 |
except Exception as e:
|
| 188 |
error_msg = f"❌ Error: {str(e)}"
|
| 189 |
+
return error_msg, "", "No data", None
|
| 190 |
+
|
| 191 |
+
# ========== OUTPUTS TAB ==========
|
| 192 |
+
def fetch_outputs():
|
| 193 |
+
"""Fetch outputs from API"""
|
| 194 |
+
global current_outputs
|
| 195 |
+
try:
|
| 196 |
+
url = f'{API_HOST}/v1/image/generation/outputs'
|
| 197 |
+
response = requests.get(url, headers=headers, timeout=10)
|
| 198 |
+
|
| 199 |
+
if response.status_code == 200:
|
| 200 |
+
data = response.json()
|
| 201 |
+
current_outputs = data.get('outputs', [])
|
| 202 |
+
return data
|
| 203 |
+
else:
|
| 204 |
+
return None
|
| 205 |
+
except:
|
| 206 |
+
return None
|
| 207 |
+
|
| 208 |
+
def create_gallery_html(image_urls, title="Gallery"):
|
| 209 |
+
"""Create HTML gallery with lightbox"""
|
| 210 |
+
html = f"""
|
| 211 |
+
<style>
|
| 212 |
+
.image-gallery {{
|
| 213 |
+
display: grid;
|
| 214 |
+
grid-template-columns: repeat(auto-fill, minmax(200px, 1fr));
|
| 215 |
+
gap: 15px;
|
| 216 |
+
margin-bottom: 20px;
|
| 217 |
+
}}
|
| 218 |
+
.image-card {{
|
| 219 |
+
border-radius: 10px;
|
| 220 |
+
overflow: hidden;
|
| 221 |
+
background: rgba(255,255,255,0.1);
|
| 222 |
+
padding: 10px;
|
| 223 |
+
cursor: pointer;
|
| 224 |
+
transition: transform 0.2s;
|
| 225 |
+
}}
|
| 226 |
+
.image-card:hover {{
|
| 227 |
+
transform: scale(1.02);
|
| 228 |
+
background: rgba(255,255,255,0.15);
|
| 229 |
+
}}
|
| 230 |
+
.image-card img {{
|
| 231 |
+
width: 100%;
|
| 232 |
+
height: 200px;
|
| 233 |
+
object-fit: cover;
|
| 234 |
+
border-radius: 8px;
|
| 235 |
+
}}
|
| 236 |
+
.image-meta {{
|
| 237 |
+
margin-top: 8px;
|
| 238 |
+
font-size: 12px;
|
| 239 |
+
line-height: 1.4;
|
| 240 |
+
}}
|
| 241 |
+
.lightbox {{
|
| 242 |
+
display: none;
|
| 243 |
+
position: fixed;
|
| 244 |
+
z-index: 9999;
|
| 245 |
+
left: 0;
|
| 246 |
+
top: 0;
|
| 247 |
+
width: 100%;
|
| 248 |
+
height: 100%;
|
| 249 |
+
background: rgba(0,0,0,0.9);
|
| 250 |
+
justify-content: center;
|
| 251 |
+
align-items: center;
|
| 252 |
+
}}
|
| 253 |
+
.lightbox img {{
|
| 254 |
+
max-width: 90%;
|
| 255 |
+
max-height: 90%;
|
| 256 |
+
border-radius: 10px;
|
| 257 |
+
box-shadow: 0 20px 60px rgba(0,0,0,0.5);
|
| 258 |
+
}}
|
| 259 |
+
.lightbox.active {{
|
| 260 |
+
display: flex;
|
| 261 |
+
}}
|
| 262 |
+
.close-btn {{
|
| 263 |
+
position: absolute;
|
| 264 |
+
top: 20px;
|
| 265 |
+
right: 30px;
|
| 266 |
+
color: white;
|
| 267 |
+
font-size: 40px;
|
| 268 |
+
font-weight: bold;
|
| 269 |
+
cursor: pointer;
|
| 270 |
+
z-index: 10000;
|
| 271 |
+
}}
|
| 272 |
+
.pagination {{
|
| 273 |
+
display: flex;
|
| 274 |
+
justify-content: center;
|
| 275 |
+
gap: 10px;
|
| 276 |
+
margin-top: 20px;
|
| 277 |
+
}}
|
| 278 |
+
.page-btn {{
|
| 279 |
+
padding: 8px 16px;
|
| 280 |
+
background: rgba(255,255,255,0.1);
|
| 281 |
+
border: 1px solid rgba(255,255,255,0.2);
|
| 282 |
+
border-radius: 8px;
|
| 283 |
+
color: white;
|
| 284 |
+
cursor: pointer;
|
| 285 |
+
transition: background 0.2s;
|
| 286 |
+
}}
|
| 287 |
+
.page-btn:hover {{
|
| 288 |
+
background: rgba(255,255,255,0.2);
|
| 289 |
+
}}
|
| 290 |
+
.page-btn.disabled {{
|
| 291 |
+
opacity: 0.5;
|
| 292 |
+
cursor: not-allowed;
|
| 293 |
+
}}
|
| 294 |
+
.page-info {{
|
| 295 |
+
display: flex;
|
| 296 |
+
align-items: center;
|
| 297 |
+
padding: 8px 16px;
|
| 298 |
+
color: white;
|
| 299 |
+
}}
|
| 300 |
+
</style>
|
| 301 |
+
|
| 302 |
+
<div class="lightbox" id="lightbox" onclick="closeLightbox()">
|
| 303 |
+
<span class="close-btn" onclick="closeLightbox()">×</span>
|
| 304 |
+
<img id="lightbox-img" onclick="event.stopPropagation()">
|
| 305 |
+
</div>
|
| 306 |
+
|
| 307 |
+
<script>
|
| 308 |
+
function openLightbox(imgSrc) {{
|
| 309 |
+
document.getElementById('lightbox-img').src = imgSrc;
|
| 310 |
+
document.getElementById('lightbox').classList.add('active');
|
| 311 |
+
}}
|
| 312 |
+
function closeLightbox() {{
|
| 313 |
+
document.getElementById('lightbox').classList.remove('active');
|
| 314 |
+
}}
|
| 315 |
+
// Close lightbox on ESC key
|
| 316 |
+
document.addEventListener('keydown', function(e) {{
|
| 317 |
+
if (e.key === 'Escape') closeLightbox();
|
| 318 |
+
}});
|
| 319 |
+
</script>
|
| 320 |
+
|
| 321 |
+
<h3>{title}</h3>
|
| 322 |
+
<div class="image-gallery">
|
| 323 |
+
"""
|
| 324 |
+
|
| 325 |
+
for i, image_url in enumerate(image_urls):
|
| 326 |
+
html += f"""
|
| 327 |
+
<div class="image-card" onclick="openLightbox('{image_url}')">
|
| 328 |
+
<img src="{image_url}" alt="Image {i+1}">
|
| 329 |
+
<div class="image-meta">
|
| 330 |
+
<div>Image #{i+1}</div>
|
| 331 |
+
</div>
|
| 332 |
+
</div>
|
| 333 |
+
"""
|
| 334 |
+
|
| 335 |
+
html += "</div>"
|
| 336 |
+
return html
|
| 337 |
|
| 338 |
+
def update_outputs_display():
|
| 339 |
+
"""Update outputs display with current page"""
|
| 340 |
+
global current_outputs, current_page, page_size
|
| 341 |
+
|
| 342 |
+
if not current_outputs:
|
| 343 |
+
return "📭 No outputs found. Generate some images first!", "<div style='text-align: center; padding: 40px; color: #888;'>No images found</div>", "[]"
|
| 344 |
+
|
| 345 |
+
total = len(current_outputs)
|
| 346 |
+
total_pages = (total + page_size - 1) // page_size # Ceiling division
|
| 347 |
+
|
| 348 |
+
# Calculate page bounds
|
| 349 |
+
start_idx = current_page * page_size
|
| 350 |
+
end_idx = min(start_idx + page_size, total)
|
| 351 |
+
page_outputs = current_outputs[start_idx:end_idx]
|
| 352 |
+
|
| 353 |
+
# Format display
|
| 354 |
+
display_text = f"📊 Total outputs: {total}\n"
|
| 355 |
+
display_text += f"📄 Page {current_page + 1} of {total_pages}\n"
|
| 356 |
+
display_text += f"🖼️ Showing {start_idx + 1}-{end_idx} of {total}\n"
|
| 357 |
+
display_text += f"⏰ {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n"
|
| 358 |
+
|
| 359 |
+
# Get image URLs for gallery
|
| 360 |
+
image_urls = []
|
| 361 |
+
for idx, output in enumerate(page_outputs, start=start_idx + 1):
|
| 362 |
+
output_id = output.get('id', 'N/A')
|
| 363 |
+
created_at = output.get('created_at', 'N/A')
|
| 364 |
+
model_name = output.get('model_name', 'Unknown')
|
| 365 |
+
|
| 366 |
+
# Gallery status
|
| 367 |
+
gallery_status = output.get('gallery_status', 'not_submitted')
|
| 368 |
+
gallery_emoji = {
|
| 369 |
+
'not_submitted': '🔒',
|
| 370 |
+
'submitted': '📤',
|
| 371 |
+
'approved': '✅',
|
| 372 |
+
'rejected': '❌'
|
| 373 |
+
}.get(gallery_status, '❓')
|
| 374 |
+
|
| 375 |
+
# Favorites
|
| 376 |
+
is_favorited = output.get('is_favorited', False)
|
| 377 |
+
favorite_emoji = '❤️' if is_favorited else '🤍'
|
| 378 |
+
|
| 379 |
+
# Format timestamp
|
| 380 |
+
if created_at != 'N/A':
|
| 381 |
+
try:
|
| 382 |
+
dt = datetime.fromisoformat(created_at.replace('Z', '+00:00'))
|
| 383 |
+
created_date = dt.strftime('%Y-%m-%d')
|
| 384 |
+
except:
|
| 385 |
+
created_date = created_at
|
| 386 |
+
else:
|
| 387 |
+
created_date = 'Unknown'
|
| 388 |
+
|
| 389 |
+
# Get image URL
|
| 390 |
+
image_url = output.get('image_url')
|
| 391 |
+
if not image_url:
|
| 392 |
+
image_urls_list = output.get('image_urls', [])
|
| 393 |
+
if image_urls_list and isinstance(image_urls_list, list) and len(image_urls_list) > 0:
|
| 394 |
+
image_url = image_urls_list[0]
|
| 395 |
+
|
| 396 |
+
if image_url:
|
| 397 |
+
image_urls.append(image_url)
|
| 398 |
+
display_text += f"{idx}. 🔹 **Output {output_id[:8]}...**\n"
|
| 399 |
+
display_text += f" 🕒 {created_at}\n"
|
| 400 |
+
display_text += f" 🤖 {model_name}\n"
|
| 401 |
+
display_text += f" 🖼️ {gallery_emoji} {gallery_status}\n"
|
| 402 |
+
display_text += f" {favorite_emoji} Favorite\n"
|
| 403 |
+
|
| 404 |
+
# Show generation details if available
|
| 405 |
+
generation = output.get('generation', {})
|
| 406 |
+
if generation:
|
| 407 |
+
prompt = generation.get('prompt', 'No prompt')
|
| 408 |
+
if len(prompt) > 50:
|
| 409 |
+
prompt = prompt[:50] + '...'
|
| 410 |
+
display_text += f" 📝 {prompt}\n"
|
| 411 |
+
else:
|
| 412 |
+
display_text += f"{idx}. ⚠️ No image data\n"
|
| 413 |
+
|
| 414 |
+
display_text += "─" * 40 + "\n"
|
| 415 |
+
|
| 416 |
+
# Create gallery HTML
|
| 417 |
+
gallery_html = create_gallery_html(image_urls, "Your Generated Images")
|
| 418 |
+
|
| 419 |
+
# Add pagination controls
|
| 420 |
+
gallery_html += f"""
|
| 421 |
+
<div class="pagination">
|
| 422 |
+
<button class="page-btn {'disabled' if current_page == 0 else ''}"
|
| 423 |
+
onclick="{'return false;' if current_page == 0 else f'window.paginationButtonClick({current_page - 1})'}">
|
| 424 |
+
◀ Previous
|
| 425 |
+
</button>
|
| 426 |
+
<div class="page-info">
|
| 427 |
+
Page {current_page + 1} of {total_pages}
|
| 428 |
+
</div>
|
| 429 |
+
<button class="page-btn {'disabled' if current_page >= total_pages - 1 else ''}"
|
| 430 |
+
onclick="{'return false;' if current_page >= total_pages - 1 else f'window.paginationButtonClick({current_page + 1})'}">
|
| 431 |
+
Next ▶
|
| 432 |
+
</button>
|
| 433 |
+
</div>
|
| 434 |
+
|
| 435 |
+
<script>
|
| 436 |
+
window.paginationButtonClick = function(page) {{
|
| 437 |
+
const event = new CustomEvent('gradio_pagination', {{ detail: {{ page: page }} }});
|
| 438 |
+
document.dispatchEvent(event);
|
| 439 |
+
}}
|
| 440 |
+
</script>
|
| 441 |
+
"""
|
| 442 |
+
|
| 443 |
+
return display_text, gallery_html, str(current_outputs)
|
| 444 |
+
|
| 445 |
+
def load_outputs():
|
| 446 |
+
"""Load outputs from API and display first page"""
|
| 447 |
+
global current_page
|
| 448 |
+
current_page = 0
|
| 449 |
+
data = fetch_outputs()
|
| 450 |
+
if data:
|
| 451 |
+
return update_outputs_display()
|
| 452 |
+
else:
|
| 453 |
+
return "❌ Failed to load outputs", "<div style='color: red; padding: 20px;'>Failed to load outputs</div>", "[]"
|
| 454 |
+
|
| 455 |
+
def next_page():
|
| 456 |
+
"""Go to next page"""
|
| 457 |
+
global current_page
|
| 458 |
+
if current_outputs:
|
| 459 |
+
total_pages = (len(current_outputs) + page_size - 1) // page_size
|
| 460 |
+
if current_page < total_pages - 1:
|
| 461 |
+
current_page += 1
|
| 462 |
+
return update_outputs_display()
|
| 463 |
+
|
| 464 |
+
def prev_page():
|
| 465 |
+
"""Go to previous page"""
|
| 466 |
+
global current_page
|
| 467 |
+
if current_page > 0:
|
| 468 |
+
current_page -= 1
|
| 469 |
+
return update_outputs_display()
|
| 470 |
+
|
| 471 |
+
# ========== CREATE INTERFACE ==========
|
| 472 |
+
with gr.Blocks(title="StableCog Dashboard", theme=gr.themes.Soft()) as demo:
|
| 473 |
+
gr.Markdown("# 🎨 StableCog Image Generator")
|
| 474 |
|
| 475 |
with gr.Tabs():
|
| 476 |
+
# ========== GENERATE TAB ==========
|
| 477 |
+
with gr.Tab("✨ Generate", id="generate"):
|
| 478 |
with gr.Row():
|
| 479 |
+
with gr.Column(scale=1):
|
| 480 |
+
with gr.Group():
|
| 481 |
+
gr.Markdown("### 🎯 Prompt Settings")
|
| 482 |
+
prompt = gr.Textbox(
|
| 483 |
+
label="Prompt",
|
| 484 |
+
placeholder="Describe the image you want to generate...",
|
| 485 |
+
lines=3
|
| 486 |
+
)
|
| 487 |
+
negative_prompt = gr.Textbox(
|
| 488 |
+
label="Negative Prompt (Optional)",
|
| 489 |
+
placeholder="What to avoid in the image...",
|
| 490 |
+
lines=2
|
| 491 |
+
)
|
| 492 |
+
init_image_url = gr.Textbox(
|
| 493 |
+
label="Init Image URL (Optional)",
|
| 494 |
+
placeholder="https://example.com/image.jpg",
|
| 495 |
+
lines=1
|
| 496 |
+
)
|
| 497 |
+
prompt_strength = gr.Slider(
|
| 498 |
+
label="Prompt Strength (for img2img)",
|
| 499 |
+
minimum=0.0,
|
| 500 |
+
maximum=1.0,
|
| 501 |
+
value=0.8,
|
| 502 |
+
step=0.1,
|
| 503 |
+
visible=False
|
| 504 |
+
)
|
| 505 |
+
|
| 506 |
+
# Show prompt strength only when init image is provided
|
| 507 |
+
def toggle_prompt_strength(url):
|
| 508 |
+
return gr.update(visible=bool(url and url.strip()))
|
| 509 |
+
|
| 510 |
+
init_image_url.change(
|
| 511 |
+
toggle_prompt_strength,
|
| 512 |
+
inputs=[init_image_url],
|
| 513 |
+
outputs=[prompt_strength]
|
| 514 |
+
)
|
| 515 |
+
|
| 516 |
+
with gr.Group():
|
| 517 |
+
gr.Markdown("### ⚙️ Generation Settings")
|
| 518 |
+
|
| 519 |
+
with gr.Row():
|
| 520 |
+
model_id = gr.Dropdown(
|
| 521 |
+
label="Model",
|
| 522 |
+
choices=[m[0] for m in MODELS],
|
| 523 |
+
value=MODELS[0][0] if MODELS else "SDXL 1.0"
|
| 524 |
+
)
|
| 525 |
+
# Store actual model IDs
|
| 526 |
+
model_map = {m[0]: m[1] for m in MODELS}
|
| 527 |
+
|
| 528 |
+
with gr.Row():
|
| 529 |
+
width = gr.Slider(
|
| 530 |
+
label="Width",
|
| 531 |
+
minimum=256,
|
| 532 |
+
maximum=1024,
|
| 533 |
+
value=1024,
|
| 534 |
+
step=8
|
| 535 |
+
)
|
| 536 |
+
height = gr.Slider(
|
| 537 |
+
label="Height",
|
| 538 |
+
minimum=256,
|
| 539 |
+
maximum=1024,
|
| 540 |
+
value=1024,
|
| 541 |
+
step=8
|
| 542 |
+
)
|
| 543 |
+
|
| 544 |
+
num_outputs = gr.Slider(
|
| 545 |
+
label="Number of Images",
|
| 546 |
+
minimum=1,
|
| 547 |
+
maximum=4,
|
| 548 |
+
value=1,
|
| 549 |
+
step=1
|
| 550 |
+
)
|
| 551 |
+
|
| 552 |
+
guidance_scale = gr.Slider(
|
| 553 |
+
label="Guidance Scale",
|
| 554 |
+
minimum=1.0,
|
| 555 |
+
maximum=20.0,
|
| 556 |
+
value=7.5,
|
| 557 |
+
step=0.5
|
| 558 |
+
)
|
| 559 |
+
|
| 560 |
+
inference_steps = gr.Slider(
|
| 561 |
+
label="Inference Steps",
|
| 562 |
+
minimum=10,
|
| 563 |
+
maximum=50,
|
| 564 |
+
value=30,
|
| 565 |
+
step=1
|
| 566 |
+
)
|
| 567 |
+
|
| 568 |
+
with gr.Row():
|
| 569 |
+
scheduler_id = gr.Dropdown(
|
| 570 |
+
label="Scheduler",
|
| 571 |
+
choices=[s[0] for s in SCHEDULERS],
|
| 572 |
+
value="Euler"
|
| 573 |
+
)
|
| 574 |
+
# Store actual scheduler IDs
|
| 575 |
+
scheduler_map = {s[0]: s[1] for s in SCHEDULERS}
|
| 576 |
+
|
| 577 |
+
seed = gr.Textbox(
|
| 578 |
+
label="Seed (Optional)",
|
| 579 |
+
placeholder="Leave empty for random",
|
| 580 |
+
lines=1
|
| 581 |
+
)
|
| 582 |
+
|
| 583 |
+
with gr.Column(scale=1):
|
| 584 |
+
generate_btn = gr.Button(
|
| 585 |
+
"🚀 Generate Image",
|
| 586 |
+
variant="primary",
|
| 587 |
+
size="lg"
|
| 588 |
+
)
|
| 589 |
+
|
| 590 |
+
with gr.Group():
|
| 591 |
+
gr.Markdown("### 📊 Results")
|
| 592 |
+
generate_output = gr.Textbox(
|
| 593 |
+
label="Generation Result",
|
| 594 |
+
lines=15,
|
| 595 |
+
interactive=False
|
| 596 |
+
)
|
| 597 |
+
|
| 598 |
+
with gr.Group():
|
| 599 |
+
generate_gallery = gr.HTML(label="Generated Images")
|
| 600 |
+
|
| 601 |
+
with gr.Group():
|
| 602 |
+
generate_raw = gr.Code(
|
| 603 |
+
label="Raw API Response",
|
| 604 |
+
language="json",
|
| 605 |
+
lines=10,
|
| 606 |
+
interactive=False
|
| 607 |
+
)
|
| 608 |
|
| 609 |
+
# Connect generate button
|
| 610 |
+
def on_generate(prompt, negative_prompt, model_name, width, height,
|
| 611 |
+
num_outputs, guidance_scale, inference_steps,
|
| 612 |
+
scheduler_name, seed, init_image_url, prompt_strength):
|
| 613 |
+
# Get actual IDs from maps
|
| 614 |
+
actual_model_id = model_map.get(model_name, MODELS[0][1] if MODELS else DEFAULT_SETTINGS["model_id"])
|
| 615 |
+
actual_scheduler_id = scheduler_map.get(scheduler_name, "euler")
|
| 616 |
+
|
| 617 |
+
return generate_image(
|
| 618 |
+
prompt, negative_prompt, actual_model_id, width, height,
|
| 619 |
+
num_outputs, guidance_scale, inference_steps,
|
| 620 |
+
actual_scheduler_id, seed, init_image_url, prompt_strength
|
| 621 |
+
)
|
| 622 |
+
|
| 623 |
+
generate_btn.click(
|
| 624 |
+
on_generate,
|
| 625 |
+
inputs=[
|
| 626 |
+
prompt, negative_prompt, model_id, width, height,
|
| 627 |
+
num_outputs, guidance_scale, inference_steps,
|
| 628 |
+
scheduler_id, seed, init_image_url, prompt_strength
|
| 629 |
+
],
|
| 630 |
+
outputs=[generate_output, generate_gallery, generate_raw]
|
| 631 |
+
)
|
| 632 |
|
| 633 |
+
# ========== OUTPUTS TAB ==========
|
| 634 |
+
with gr.Tab("🖼️ My Outputs", id="outputs"):
|
| 635 |
with gr.Row():
|
| 636 |
with gr.Column(scale=1):
|
| 637 |
outputs_display = gr.Textbox(label="Output Details", lines=25)
|
|
|
|
| 639 |
outputs_gallery = gr.HTML(label="Image Gallery")
|
| 640 |
|
| 641 |
with gr.Row():
|
| 642 |
+
outputs_raw = gr.Code(label="Raw JSON", language="json", lines=10)
|
| 643 |
+
|
| 644 |
+
with gr.Row():
|
| 645 |
+
load_outputs_btn = gr.Button("🔄 Load My Outputs", variant="primary")
|
| 646 |
+
prev_page_btn = gr.Button("◀ Previous Page")
|
| 647 |
+
next_page_btn = gr.Button("Next Page ▶")
|
| 648 |
|
| 649 |
+
# Add pagination JavaScript
|
| 650 |
+
js = """
|
| 651 |
+
<script>
|
| 652 |
+
window.paginationButtonClick = function(page) {
|
| 653 |
+
const event = new CustomEvent('gradio_pagination', { detail: { page: page } });
|
| 654 |
+
document.dispatchEvent(event);
|
| 655 |
+
}
|
| 656 |
+
</script>
|
| 657 |
+
"""
|
| 658 |
+
gr.HTML(js)
|
| 659 |
+
|
| 660 |
+
# Connect buttons
|
| 661 |
+
load_outputs_btn.click(
|
| 662 |
+
load_outputs,
|
| 663 |
+
outputs=[outputs_display, outputs_gallery, outputs_raw]
|
| 664 |
+
)
|
| 665 |
+
|
| 666 |
+
prev_page_btn.click(
|
| 667 |
+
prev_page,
|
| 668 |
+
outputs=[outputs_display, outputs_gallery, outputs_raw]
|
| 669 |
+
)
|
| 670 |
+
|
| 671 |
+
next_page_btn.click(
|
| 672 |
+
next_page,
|
| 673 |
+
outputs=[outputs_display, outputs_gallery, outputs_raw]
|
| 674 |
+
)
|
| 675 |
+
|
| 676 |
+
# ========== MODELS TAB ==========
|
| 677 |
+
with gr.Tab("🤖 Models", id="models"):
|
| 678 |
+
with gr.Row():
|
| 679 |
+
models_display = gr.Textbox(label="Available Models", lines=25)
|
| 680 |
+
models_raw = gr.Code(label="Raw JSON", language="json", lines=25)
|
| 681 |
+
|
| 682 |
+
check_models_btn = gr.Button("🔄 Refresh Models", variant="primary")
|
| 683 |
+
check_models_btn.click(get_models, outputs=[models_display, models_raw])
|
| 684 |
|
| 685 |
if __name__ == "__main__":
|
| 686 |
demo.launch()
|