Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -2,7 +2,7 @@
|
|
| 2 |
import os
|
| 3 |
import time
|
| 4 |
import tempfile
|
| 5 |
-
from typing import Optional, Tuple
|
| 6 |
|
| 7 |
import gradio as gr
|
| 8 |
import spaces # ZeroGPU runtime requires at least one @spaces.GPU-decorated function
|
|
@@ -17,7 +17,7 @@ SPACE = "yisol/IDM-VTON"
|
|
| 17 |
API_NAME = "/tryon"
|
| 18 |
|
| 19 |
# ----------------------------
|
| 20 |
-
#
|
| 21 |
# Set these in HF Space Secrets:
|
| 22 |
# DEMO_USER=companydemo
|
| 23 |
# DEMO_PASS=your-strong-password
|
|
@@ -26,6 +26,23 @@ DEMO_USER = os.getenv("DEMO_USER", "").strip()
|
|
| 26 |
DEMO_PASS = os.getenv("DEMO_PASS", "").strip()
|
| 27 |
APP_AUTH = (DEMO_USER, DEMO_PASS) if (DEMO_USER and DEMO_PASS) else None
|
| 28 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 29 |
# ----------------------------
|
| 30 |
# HF token (optional)
|
| 31 |
# ----------------------------
|
|
@@ -47,12 +64,10 @@ else:
|
|
| 47 |
# ----------------------------
|
| 48 |
_client: Optional[Client] = None
|
| 49 |
|
| 50 |
-
|
| 51 |
def reset_client():
|
| 52 |
global _client
|
| 53 |
_client = None
|
| 54 |
|
| 55 |
-
|
| 56 |
def get_client() -> Client:
|
| 57 |
"""
|
| 58 |
gradio_client differs by version. Newer versions support hf_token=...
|
|
@@ -69,7 +84,6 @@ def get_client() -> Client:
|
|
| 69 |
_client = Client(SPACE)
|
| 70 |
return _client
|
| 71 |
|
| 72 |
-
|
| 73 |
# ----------------------------
|
| 74 |
# Helpers
|
| 75 |
# ----------------------------
|
|
@@ -80,7 +94,6 @@ def clamp_int(x, lo, hi):
|
|
| 80 |
x = lo
|
| 81 |
return max(lo, min(hi, x))
|
| 82 |
|
| 83 |
-
|
| 84 |
def save_pil_temp(pil_img: Image.Image, suffix: str = ".png") -> str:
|
| 85 |
f = tempfile.NamedTemporaryFile(delete=False, suffix=suffix)
|
| 86 |
path = f.name
|
|
@@ -88,6 +101,16 @@ def save_pil_temp(pil_img: Image.Image, suffix: str = ".png") -> str:
|
|
| 88 |
pil_img.save(path, format="PNG") # no resize/compress
|
| 89 |
return path
|
| 90 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 91 |
|
| 92 |
# ----------------------------
|
| 93 |
# Simple global rate limit (anti spam)
|
|
@@ -96,7 +119,6 @@ def save_pil_temp(pil_img: Image.Image, suffix: str = ".png") -> str:
|
|
| 96 |
# ----------------------------
|
| 97 |
_last_call_ts = 0.0
|
| 98 |
|
| 99 |
-
|
| 100 |
def allow_call(min_interval_sec: float = 3.0) -> Tuple[bool, str]:
|
| 101 |
global _last_call_ts
|
| 102 |
now = time.time()
|
|
@@ -106,22 +128,25 @@ def allow_call(min_interval_sec: float = 3.0) -> Tuple[bool, str]:
|
|
| 106 |
_last_call_ts = now
|
| 107 |
return True, ""
|
| 108 |
|
| 109 |
-
|
| 110 |
# ----------------------------
|
| 111 |
# Core inference (remote call)
|
| 112 |
# ZeroGPU: keep duration LOW to avoid burning quota
|
| 113 |
# ----------------------------
|
| 114 |
@spaces.GPU(duration=20)
|
| 115 |
-
def tryon_remote(person_pil,
|
| 116 |
-
# anti spam
|
| 117 |
ok, msg = allow_call(3.0)
|
| 118 |
if not ok:
|
| 119 |
return None, msg
|
| 120 |
|
| 121 |
if person_pil is None:
|
| 122 |
return None, "❌ Загрузите фото человека"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 123 |
if garment_pil is None:
|
| 124 |
-
return None, "❌
|
| 125 |
|
| 126 |
denoise_steps = clamp_int(denoise_steps, 10, 40)
|
| 127 |
seed = clamp_int(seed, 0, 999999)
|
|
@@ -137,9 +162,6 @@ def tryon_remote(person_pil, garment_pil, garment_desc, auto_mask, crop_center,
|
|
| 137 |
last_err = None
|
| 138 |
|
| 139 |
for attempt in range(1, 7):
|
| 140 |
-
# Status per attempt (helps user confidence)
|
| 141 |
-
# We'll update status by returning it only on success/final fail,
|
| 142 |
-
# but we can still encode attempt info in the final error message.
|
| 143 |
try:
|
| 144 |
client = get_client()
|
| 145 |
|
|
@@ -158,12 +180,11 @@ def tryon_remote(person_pil, garment_pil, garment_desc, auto_mask, crop_center,
|
|
| 158 |
result = result[0]
|
| 159 |
|
| 160 |
out = Image.open(result).convert("RGB")
|
| 161 |
-
return out, f"✅ Готово (steps={denoise_steps}, seed={seed}
|
| 162 |
|
| 163 |
except Exception as e:
|
| 164 |
last_err = e
|
| 165 |
-
|
| 166 |
-
msg_l = msg.lower()
|
| 167 |
|
| 168 |
is_timeout = (
|
| 169 |
"write operation timed out" in msg_l
|
|
@@ -182,26 +203,13 @@ def tryon_remote(person_pil, garment_pil, garment_desc, auto_mask, crop_center,
|
|
| 182 |
|
| 183 |
is_expired = "expired zerogpu proxy token" in msg_l or "zerogpu proxy token" in msg_l
|
| 184 |
|
| 185 |
-
# Make retry reason human-friendly
|
| 186 |
-
if is_expired:
|
| 187 |
-
reason = "истёк токен ZeroGPU"
|
| 188 |
-
elif is_busy:
|
| 189 |
-
reason = "очередь/перегрузка"
|
| 190 |
-
elif is_timeout:
|
| 191 |
-
reason = "таймаут сети"
|
| 192 |
-
else:
|
| 193 |
-
reason = "ошибка"
|
| 194 |
-
|
| 195 |
-
# Retry on known transient errors
|
| 196 |
if is_timeout or is_busy or is_expired:
|
| 197 |
reset_client()
|
| 198 |
time.sleep(4.0 * attempt)
|
| 199 |
continue
|
| 200 |
|
| 201 |
-
# Unknown error: short backoff and continue retrying a few times anyway
|
| 202 |
time.sleep(1.2 * attempt)
|
| 203 |
|
| 204 |
-
# Final fail
|
| 205 |
tail = str(last_err)[:240] if last_err else "unknown error"
|
| 206 |
return None, f"❌ Ошибка Space после 6 попыток: {tail}"
|
| 207 |
|
|
@@ -212,11 +220,28 @@ def tryon_remote(person_pil, garment_pil, garment_desc, auto_mask, crop_center,
|
|
| 212 |
except Exception:
|
| 213 |
pass
|
| 214 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 215 |
|
| 216 |
-
def
|
| 217 |
-
return
|
| 218 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 219 |
|
|
|
|
|
|
|
|
|
|
| 220 |
CUSTOM_CSS = """
|
| 221 |
footer {display:none !important;}
|
| 222 |
#api-info {display:none !important;}
|
|
@@ -224,15 +249,28 @@ div[class*="footer"] {display:none !important;}
|
|
| 224 |
button[aria-label="Settings"] {display:none !important;}
|
| 225 |
"""
|
| 226 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 227 |
with gr.Blocks(title="Virtual Try-On Rendez-vous", css=CUSTOM_CSS) as demo:
|
| 228 |
gr.Markdown("# Virtual Try-On Rendez-vous")
|
| 229 |
|
| 230 |
with gr.Row():
|
| 231 |
with gr.Column():
|
| 232 |
person = gr.Image(label="Фото человека", type="pil", height=420)
|
| 233 |
-
garment = gr.Image(label="Одежда", type="pil", height=320)
|
| 234 |
|
| 235 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 236 |
|
| 237 |
with gr.Accordion("Настройки", open=False):
|
| 238 |
auto_mask = gr.Checkbox(label="Auto-mask (Space)", value=True)
|
|
@@ -249,17 +287,32 @@ with gr.Blocks(title="Virtual Try-On Rendez-vous", css=CUSTOM_CSS) as demo:
|
|
| 249 |
with gr.Column():
|
| 250 |
out = gr.Image(label="Результат", type="pil", height=760)
|
| 251 |
|
| 252 |
-
#
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 253 |
run.click(
|
| 254 |
fn=tryon_remote,
|
| 255 |
-
inputs=[person,
|
| 256 |
outputs=[out, status],
|
| 257 |
)
|
| 258 |
|
|
|
|
| 259 |
reset.click(
|
| 260 |
fn=reset_ui,
|
| 261 |
inputs=[],
|
| 262 |
-
outputs=[person,
|
| 263 |
)
|
| 264 |
|
| 265 |
if __name__ == "__main__":
|
|
|
|
| 2 |
import os
|
| 3 |
import time
|
| 4 |
import tempfile
|
| 5 |
+
from typing import Optional, Tuple, List
|
| 6 |
|
| 7 |
import gradio as gr
|
| 8 |
import spaces # ZeroGPU runtime requires at least one @spaces.GPU-decorated function
|
|
|
|
| 17 |
API_NAME = "/tryon"
|
| 18 |
|
| 19 |
# ----------------------------
|
| 20 |
+
# Demo auth (no HF accounts needed)
|
| 21 |
# Set these in HF Space Secrets:
|
| 22 |
# DEMO_USER=companydemo
|
| 23 |
# DEMO_PASS=your-strong-password
|
|
|
|
| 26 |
DEMO_PASS = os.getenv("DEMO_PASS", "").strip()
|
| 27 |
APP_AUTH = (DEMO_USER, DEMO_PASS) if (DEMO_USER and DEMO_PASS) else None
|
| 28 |
|
| 29 |
+
# ----------------------------
|
| 30 |
+
# Garment catalog folder in repo
|
| 31 |
+
# ----------------------------
|
| 32 |
+
GARMENT_DIR = "garments"
|
| 33 |
+
ALLOWED_EXTS = (".png", ".jpg", ".jpeg", ".webp")
|
| 34 |
+
|
| 35 |
+
def list_garments() -> List[str]:
|
| 36 |
+
try:
|
| 37 |
+
files = []
|
| 38 |
+
for f in os.listdir(GARMENT_DIR):
|
| 39 |
+
if f.lower().endswith(ALLOWED_EXTS) and not f.startswith("."):
|
| 40 |
+
files.append(f)
|
| 41 |
+
files.sort()
|
| 42 |
+
return files
|
| 43 |
+
except Exception:
|
| 44 |
+
return []
|
| 45 |
+
|
| 46 |
# ----------------------------
|
| 47 |
# HF token (optional)
|
| 48 |
# ----------------------------
|
|
|
|
| 64 |
# ----------------------------
|
| 65 |
_client: Optional[Client] = None
|
| 66 |
|
|
|
|
| 67 |
def reset_client():
|
| 68 |
global _client
|
| 69 |
_client = None
|
| 70 |
|
|
|
|
| 71 |
def get_client() -> Client:
|
| 72 |
"""
|
| 73 |
gradio_client differs by version. Newer versions support hf_token=...
|
|
|
|
| 84 |
_client = Client(SPACE)
|
| 85 |
return _client
|
| 86 |
|
|
|
|
| 87 |
# ----------------------------
|
| 88 |
# Helpers
|
| 89 |
# ----------------------------
|
|
|
|
| 94 |
x = lo
|
| 95 |
return max(lo, min(hi, x))
|
| 96 |
|
|
|
|
| 97 |
def save_pil_temp(pil_img: Image.Image, suffix: str = ".png") -> str:
|
| 98 |
f = tempfile.NamedTemporaryFile(delete=False, suffix=suffix)
|
| 99 |
path = f.name
|
|
|
|
| 101 |
pil_img.save(path, format="PNG") # no resize/compress
|
| 102 |
return path
|
| 103 |
|
| 104 |
+
def load_garment_pil(filename: str) -> Optional[Image.Image]:
|
| 105 |
+
if not filename:
|
| 106 |
+
return None
|
| 107 |
+
path = os.path.join(GARMENT_DIR, filename)
|
| 108 |
+
if not os.path.exists(path):
|
| 109 |
+
return None
|
| 110 |
+
try:
|
| 111 |
+
return Image.open(path).convert("RGB")
|
| 112 |
+
except Exception:
|
| 113 |
+
return None
|
| 114 |
|
| 115 |
# ----------------------------
|
| 116 |
# Simple global rate limit (anti spam)
|
|
|
|
| 119 |
# ----------------------------
|
| 120 |
_last_call_ts = 0.0
|
| 121 |
|
|
|
|
| 122 |
def allow_call(min_interval_sec: float = 3.0) -> Tuple[bool, str]:
|
| 123 |
global _last_call_ts
|
| 124 |
now = time.time()
|
|
|
|
| 128 |
_last_call_ts = now
|
| 129 |
return True, ""
|
| 130 |
|
|
|
|
| 131 |
# ----------------------------
|
| 132 |
# Core inference (remote call)
|
| 133 |
# ZeroGPU: keep duration LOW to avoid burning quota
|
| 134 |
# ----------------------------
|
| 135 |
@spaces.GPU(duration=20)
|
| 136 |
+
def tryon_remote(person_pil, garment_filename, garment_desc, auto_mask, crop_center, denoise_steps, seed):
|
|
|
|
| 137 |
ok, msg = allow_call(3.0)
|
| 138 |
if not ok:
|
| 139 |
return None, msg
|
| 140 |
|
| 141 |
if person_pil is None:
|
| 142 |
return None, "❌ Загрузите фото человека"
|
| 143 |
+
|
| 144 |
+
if not garment_filename:
|
| 145 |
+
return None, "❌ Выберите одежду из списка"
|
| 146 |
+
|
| 147 |
+
garment_pil = load_garment_pil(garment_filename)
|
| 148 |
if garment_pil is None:
|
| 149 |
+
return None, "❌ Не удалось загрузить выбранную одежду (проверьте файл в папке garments/)"
|
| 150 |
|
| 151 |
denoise_steps = clamp_int(denoise_steps, 10, 40)
|
| 152 |
seed = clamp_int(seed, 0, 999999)
|
|
|
|
| 162 |
last_err = None
|
| 163 |
|
| 164 |
for attempt in range(1, 7):
|
|
|
|
|
|
|
|
|
|
| 165 |
try:
|
| 166 |
client = get_client()
|
| 167 |
|
|
|
|
| 180 |
result = result[0]
|
| 181 |
|
| 182 |
out = Image.open(result).convert("RGB")
|
| 183 |
+
return out, f"✅ Готово (одежда: {garment_filename}, steps={denoise_steps}, seed={seed})"
|
| 184 |
|
| 185 |
except Exception as e:
|
| 186 |
last_err = e
|
| 187 |
+
msg_l = str(e).lower()
|
|
|
|
| 188 |
|
| 189 |
is_timeout = (
|
| 190 |
"write operation timed out" in msg_l
|
|
|
|
| 203 |
|
| 204 |
is_expired = "expired zerogpu proxy token" in msg_l or "zerogpu proxy token" in msg_l
|
| 205 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 206 |
if is_timeout or is_busy or is_expired:
|
| 207 |
reset_client()
|
| 208 |
time.sleep(4.0 * attempt)
|
| 209 |
continue
|
| 210 |
|
|
|
|
| 211 |
time.sleep(1.2 * attempt)
|
| 212 |
|
|
|
|
| 213 |
tail = str(last_err)[:240] if last_err else "unknown error"
|
| 214 |
return None, f"❌ Ошибка Space после 6 попыток: {tail}"
|
| 215 |
|
|
|
|
| 220 |
except Exception:
|
| 221 |
pass
|
| 222 |
|
| 223 |
+
# ----------------------------
|
| 224 |
+
# UI helpers
|
| 225 |
+
# ----------------------------
|
| 226 |
+
def refresh_garments():
|
| 227 |
+
files = list_garments()
|
| 228 |
+
value = files[0] if files else None
|
| 229 |
+
preview = load_garment_pil(value) if value else None
|
| 230 |
+
status = "✅ Каталог обновлён" if files else "⚠️ В папке garments/ пока нет изображений"
|
| 231 |
+
return gr.Dropdown(choices=files, value=value), preview, status
|
| 232 |
|
| 233 |
+
def on_select_garment(filename: str):
|
| 234 |
+
return load_garment_pil(filename)
|
| 235 |
|
| 236 |
+
def reset_ui():
|
| 237 |
+
files = list_garments()
|
| 238 |
+
value = files[0] if files else None
|
| 239 |
+
preview = load_garment_pil(value) if value else None
|
| 240 |
+
return None, value, preview, "", "Ожидание...", None
|
| 241 |
|
| 242 |
+
# ----------------------------
|
| 243 |
+
# UI
|
| 244 |
+
# ----------------------------
|
| 245 |
CUSTOM_CSS = """
|
| 246 |
footer {display:none !important;}
|
| 247 |
#api-info {display:none !important;}
|
|
|
|
| 249 |
button[aria-label="Settings"] {display:none !important;}
|
| 250 |
"""
|
| 251 |
|
| 252 |
+
initial_files = list_garments()
|
| 253 |
+
initial_value = initial_files[0] if initial_files else None
|
| 254 |
+
initial_preview = load_garment_pil(initial_value) if initial_value else None
|
| 255 |
+
|
| 256 |
with gr.Blocks(title="Virtual Try-On Rendez-vous", css=CUSTOM_CSS) as demo:
|
| 257 |
gr.Markdown("# Virtual Try-On Rendez-vous")
|
| 258 |
|
| 259 |
with gr.Row():
|
| 260 |
with gr.Column():
|
| 261 |
person = gr.Image(label="Фото человека", type="pil", height=420)
|
|
|
|
| 262 |
|
| 263 |
+
with gr.Row():
|
| 264 |
+
garment_selector = gr.Dropdown(
|
| 265 |
+
choices=initial_files,
|
| 266 |
+
value=initial_value,
|
| 267 |
+
label="Выберите одежду из каталога (garments/)"
|
| 268 |
+
)
|
| 269 |
+
refresh_btn = gr.Button("🔄 Обновить каталог", variant="secondary")
|
| 270 |
+
|
| 271 |
+
garment_preview = gr.Image(label="Предпросмотр одежды", type="pil", height=320)
|
| 272 |
+
|
| 273 |
+
garment_desc = gr.Textbox(label="Описание одежды (опционально)", value="")
|
| 274 |
|
| 275 |
with gr.Accordion("Настройки", open=False):
|
| 276 |
auto_mask = gr.Checkbox(label="Auto-mask (Space)", value=True)
|
|
|
|
| 287 |
with gr.Column():
|
| 288 |
out = gr.Image(label="Результат", type="pil", height=760)
|
| 289 |
|
| 290 |
+
# Preview updates
|
| 291 |
+
garment_selector.change(
|
| 292 |
+
fn=on_select_garment,
|
| 293 |
+
inputs=[garment_selector],
|
| 294 |
+
outputs=[garment_preview]
|
| 295 |
+
)
|
| 296 |
+
|
| 297 |
+
# Refresh catalog (after uploading new files)
|
| 298 |
+
refresh_btn.click(
|
| 299 |
+
fn=refresh_garments,
|
| 300 |
+
inputs=[],
|
| 301 |
+
outputs=[garment_selector, garment_preview, status]
|
| 302 |
+
)
|
| 303 |
+
|
| 304 |
+
# Run try-on
|
| 305 |
run.click(
|
| 306 |
fn=tryon_remote,
|
| 307 |
+
inputs=[person, garment_selector, garment_desc, auto_mask, crop_center, denoise_steps, seed],
|
| 308 |
outputs=[out, status],
|
| 309 |
)
|
| 310 |
|
| 311 |
+
# Reset UI
|
| 312 |
reset.click(
|
| 313 |
fn=reset_ui,
|
| 314 |
inputs=[],
|
| 315 |
+
outputs=[person, garment_selector, garment_preview, garment_desc, status, out],
|
| 316 |
)
|
| 317 |
|
| 318 |
if __name__ == "__main__":
|