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Upload lens_text_core.py
Browse files- app/lens_text_core.py +387 -0
app/lens_text_core.py
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| 1 |
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| 2 |
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import os, time, asyncio, base64, re, threading, hashlib, logging, shutil
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| 3 |
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from io import BytesIO
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| 4 |
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from typing import Any, Dict, List, Union
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| 5 |
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from urllib.parse import urlparse
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| 6 |
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| 7 |
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import httpx
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| 8 |
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from PIL import Image
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| 9 |
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| 10 |
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from selenium import webdriver
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| 11 |
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from selenium.webdriver.chrome.options import Options as ChromeOptions
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| 12 |
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from selenium.webdriver.chrome.service import Service as ChromeService
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| 13 |
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from selenium.webdriver.common.by import By
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| 14 |
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from selenium.webdriver.support.ui import WebDriverWait
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| 15 |
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from selenium.webdriver.support import expected_conditions as EC
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| 16 |
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| 17 |
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CHROME_BINARY_PATH = os.getenv("CHROME_BINARY_PATH", "").strip()
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| 18 |
+
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| 19 |
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LOGGER = logging.getLogger("lens_text_core")
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| 20 |
+
if not LOGGER.handlers:
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| 21 |
+
logging.basicConfig(
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| 22 |
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level=logging.INFO,
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| 23 |
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format="%(asctime)s | %(levelname)s | %(name)s | %(message)s",
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| 24 |
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)
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| 25 |
+
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| 26 |
+
COOKIE_JSON_URL = os.getenv("COOKIE_JSON_URL", "")
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| 27 |
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UA = "Mozilla/5.0 (Lens Text OCR)"
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| 28 |
+
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| 29 |
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CHROME_EXTRA_ARGS = os.getenv(
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| 30 |
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"CHROME_EXTRA_ARGS",
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| 31 |
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"--disable-gpu --no-sandbox --disable-dev-shm-usage "
|
| 32 |
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"--window-size=1920,1080 --headless=new",
|
| 33 |
+
).split()
|
| 34 |
+
|
| 35 |
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_CACHE_TTL = 300
|
| 36 |
+
_IDLE_TIMEOUT = int(os.getenv("CHROME_IDLE_SECONDS", "60"))
|
| 37 |
+
_BROWSER_TTL = 900
|
| 38 |
+
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| 39 |
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_COMMON_CHROME_PATHS = [
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| 40 |
+
# Linux
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| 41 |
+
"/usr/bin/google-chrome", "/usr/bin/chromium", "/usr/bin/chromium-browser",
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| 42 |
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"/snap/bin/chromium",
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| 43 |
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"/opt/google/chrome/google-chrome",
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| 44 |
+
# macOS
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| 45 |
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"/Applications/Google Chrome.app/Contents/MacOS/Google Chrome",
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| 46 |
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"/Applications/Chromium.app/Contents/MacOS/Chromium",
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| 47 |
+
# Windows
|
| 48 |
+
r"C:\\Program Files\\Google\\Chrome\\Application\\chrome.exe",
|
| 49 |
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r"C:\\Program Files (x86)\\Google\\Chrome\\Application\\chrome.exe",
|
| 50 |
+
]
|
| 51 |
+
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| 52 |
+
def _find_chrome_binary() -> str:
|
| 53 |
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if (env := os.getenv("CHROME_BINARY")):
|
| 54 |
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return env
|
| 55 |
+
|
| 56 |
+
for cmd in ("google-chrome", "chromium-browser", "chromium", "chrome"):
|
| 57 |
+
path = shutil.which(cmd)
|
| 58 |
+
if path:
|
| 59 |
+
return path
|
| 60 |
+
|
| 61 |
+
for path in _COMMON_CHROME_PATHS:
|
| 62 |
+
if os.path.exists(path):
|
| 63 |
+
return path
|
| 64 |
+
|
| 65 |
+
raise RuntimeError(
|
| 66 |
+
"Chrome binary not found; set CHROME_BINARY env var or install Chrome/Chromium"
|
| 67 |
+
)
|
| 68 |
+
|
| 69 |
+
def _build_chrome(cookie_dict: Dict[str, str] | None = None):
|
| 70 |
+
bin_loc = _find_chrome_binary()
|
| 71 |
+
drv_path = os.getenv("CHROMEDRIVER", "/usr/bin/chromedriver")
|
| 72 |
+
opts = ChromeOptions()
|
| 73 |
+
opts.binary_location = bin_loc
|
| 74 |
+
for flag in CHROME_EXTRA_ARGS:
|
| 75 |
+
try:
|
| 76 |
+
opts.add_argument(flag)
|
| 77 |
+
except Exception:
|
| 78 |
+
pass
|
| 79 |
+
service = ChromeService(executable_path=drv_path)
|
| 80 |
+
drv = webdriver.Chrome(service=service, options=opts)
|
| 81 |
+
|
| 82 |
+
drv.execute_cdp_cmd("Network.enable", {})
|
| 83 |
+
if cookie_dict:
|
| 84 |
+
for name, val in cookie_dict.items():
|
| 85 |
+
try:
|
| 86 |
+
drv.execute_cdp_cmd("Network.setCookie", {
|
| 87 |
+
"name": name, "value": val,
|
| 88 |
+
"domain": ".google.com", "path": "/", "secure": True
|
| 89 |
+
})
|
| 90 |
+
except Exception:
|
| 91 |
+
pass
|
| 92 |
+
return drv
|
| 93 |
+
|
| 94 |
+
_cached_cookie, _cached_cookie_ts, _cookie_lock = None, 0.0, threading.Lock()
|
| 95 |
+
_global_driver, _driver_last_use, _driver_lock = None, 0.0, threading.Lock()
|
| 96 |
+
|
| 97 |
+
def _grab_cookies_with_browser() -> Dict[str, Any]:
|
| 98 |
+
drv = _build_chrome()
|
| 99 |
+
try:
|
| 100 |
+
drv.get("https://lens.google.com/")
|
| 101 |
+
jar = {
|
| 102 |
+
c["name"]: c["value"]
|
| 103 |
+
for c in drv.get_cookies()
|
| 104 |
+
if c.get("domain","").endswith(".google.com") or c.get("domain","").endswith("google.com")
|
| 105 |
+
}
|
| 106 |
+
return {"cookies": jar, "_source": "browser"}
|
| 107 |
+
finally:
|
| 108 |
+
try: drv.quit()
|
| 109 |
+
except Exception: pass
|
| 110 |
+
|
| 111 |
+
async def _cookie_header() -> str:
|
| 112 |
+
global _cached_cookie, _cached_cookie_ts
|
| 113 |
+
now = time.time()
|
| 114 |
+
|
| 115 |
+
with _cookie_lock:
|
| 116 |
+
if _cached_cookie:
|
| 117 |
+
ttl = _BROWSER_TTL if _cached_cookie.get("_source") == "browser" else _CACHE_TTL
|
| 118 |
+
if (now - _cached_cookie_ts) < ttl:
|
| 119 |
+
obj = _cached_cookie.get("cookies", _cached_cookie)
|
| 120 |
+
return "; ".join(f"{k}={v}" for k, v in obj.items())
|
| 121 |
+
|
| 122 |
+
if COOKIE_JSON_URL:
|
| 123 |
+
try:
|
| 124 |
+
async with httpx.AsyncClient(timeout=4) as cli:
|
| 125 |
+
resp = await cli.get(COOKIE_JSON_URL)
|
| 126 |
+
resp.raise_for_status()
|
| 127 |
+
data = resp.json()
|
| 128 |
+
with _cookie_lock:
|
| 129 |
+
data["_source"] = "remote"
|
| 130 |
+
_cached_cookie, _cached_cookie_ts = data, now
|
| 131 |
+
obj = data.get("cookies", data)
|
| 132 |
+
return "; ".join(f"{k}={v}" for k, v in obj.items())
|
| 133 |
+
except Exception as e:
|
| 134 |
+
LOGGER.warning("fetch COOKIE_JSON_URL failed: %s – fallback to browser", e)
|
| 135 |
+
|
| 136 |
+
loop = asyncio.get_running_loop()
|
| 137 |
+
data = await loop.run_in_executor(None, _grab_cookies_with_browser)
|
| 138 |
+
|
| 139 |
+
with _cookie_lock:
|
| 140 |
+
_cached_cookie, _cached_cookie_ts = data, now
|
| 141 |
+
|
| 142 |
+
obj = data.get("cookies", data)
|
| 143 |
+
return "; ".join(f"{k}={v}" for k, v in obj.items())
|
| 144 |
+
|
| 145 |
+
def _sap_header(cookie_hdr: str) -> Dict[str, str]:
|
| 146 |
+
origin = "https://lens.google.com"
|
| 147 |
+
sid = None
|
| 148 |
+
for part in cookie_hdr.split("; "):
|
| 149 |
+
if part.startswith("__Secure-3PAPISID=") or part.startswith("SAPISID="):
|
| 150 |
+
sid = part.split("=", 1)[1]
|
| 151 |
+
break
|
| 152 |
+
if not sid:
|
| 153 |
+
return {}
|
| 154 |
+
ts = int(time.time())
|
| 155 |
+
sig = hashlib.sha1(f"{ts} {sid} {origin}".encode()).hexdigest()
|
| 156 |
+
return {
|
| 157 |
+
"X-Origin": origin,
|
| 158 |
+
"X-Goog-AuthUser": "0",
|
| 159 |
+
"Authorization": f"SAPISIDHASH {ts}_{sig}",
|
| 160 |
+
}
|
| 161 |
+
|
| 162 |
+
def _is_alive(drv) -> bool:
|
| 163 |
+
try:
|
| 164 |
+
_ = drv.title
|
| 165 |
+
return True
|
| 166 |
+
except Exception:
|
| 167 |
+
return False
|
| 168 |
+
|
| 169 |
+
def _ensure_driver(cookie_dict: Dict[str, str]):
|
| 170 |
+
global _global_driver, _driver_last_use
|
| 171 |
+
with _driver_lock:
|
| 172 |
+
if _global_driver is None or not _is_alive(_global_driver):
|
| 173 |
+
try:
|
| 174 |
+
if _global_driver:
|
| 175 |
+
_global_driver.quit()
|
| 176 |
+
except Exception:
|
| 177 |
+
pass
|
| 178 |
+
_global_driver = _build_chrome(cookie_dict)
|
| 179 |
+
_driver_last_use = time.time()
|
| 180 |
+
return _global_driver
|
| 181 |
+
|
| 182 |
+
def _driver_reaper():
|
| 183 |
+
global _global_driver
|
| 184 |
+
while True:
|
| 185 |
+
time.sleep(1)
|
| 186 |
+
if _global_driver and (time.time() - _driver_last_use) > _IDLE_TIMEOUT:
|
| 187 |
+
LOGGER.info("♻️ quitting idle driver")
|
| 188 |
+
try: _global_driver.quit()
|
| 189 |
+
except Exception: pass
|
| 190 |
+
_global_driver = None
|
| 191 |
+
|
| 192 |
+
_reaper_started = False
|
| 193 |
+
def _ensure_reaper_started():
|
| 194 |
+
global _reaper_started
|
| 195 |
+
if _reaper_started:
|
| 196 |
+
return
|
| 197 |
+
try:
|
| 198 |
+
threading.Thread(target=_driver_reaper, daemon=True).start()
|
| 199 |
+
_reaper_started = True
|
| 200 |
+
LOGGER.debug("text driver reaper started")
|
| 201 |
+
except Exception as e:
|
| 202 |
+
LOGGER.warning("could not start text driver reaper: %s", e)
|
| 203 |
+
|
| 204 |
+
def _parse_calc_value(calc: str, dim: float) -> float:
|
| 205 |
+
m = re.search(r"calc\(([\d.]+)%\s*([+-])\s*([\d.]+)px\)", calc)
|
| 206 |
+
if not m: return 0.0
|
| 207 |
+
pct, op, off = float(m[1]), m[2], float(m[3])
|
| 208 |
+
base = dim * pct / 100.0
|
| 209 |
+
return base - off if op == "-" else base + off
|
| 210 |
+
|
| 211 |
+
def _extract_boxes(drv, w: int, h: int) -> List[Dict[str, Any]]:
|
| 212 |
+
WebDriverWait(drv, 10).until(EC.visibility_of_element_located((By.CSS_SELECTOR, "div.lv6PAb")))
|
| 213 |
+
nodes = drv.find_elements(By.XPATH, "//div[contains(@class,'lv6PAb') and @aria-label]")
|
| 214 |
+
|
| 215 |
+
out: List[Dict[str,Any]] = []
|
| 216 |
+
for n in nodes:
|
| 217 |
+
if not (n.get_attribute("data-line-index") or "").strip():
|
| 218 |
+
continue
|
| 219 |
+
|
| 220 |
+
text = (n.get_attribute("aria-label") or "").strip()
|
| 221 |
+
style = n.get_attribute("style") or ""
|
| 222 |
+
if not text or "calc(" not in style:
|
| 223 |
+
continue
|
| 224 |
+
|
| 225 |
+
kv = {k.strip(): v.strip()
|
| 226 |
+
for k,v in (p.split(":",1) for p in style.split(";") if ":" in p)}
|
| 227 |
+
|
| 228 |
+
top, left = _parse_calc_value(kv.get("top",""), h), _parse_calc_value(kv.get("left",""), w)
|
| 229 |
+
wid, hei = _parse_calc_value(kv.get("width",""), w), _parse_calc_value(kv.get("height",""),h)
|
| 230 |
+
rot_m = re.search(r"rotate\(([-\d.]+)deg\)", style); rot = float(rot_m[1]) if rot_m else 0.0
|
| 231 |
+
|
| 232 |
+
verts = [
|
| 233 |
+
{"x": int(left), "y": int(top)},
|
| 234 |
+
{"x": int(left+wid), "y": int(top)},
|
| 235 |
+
{"x": int(left+wid), "y": int(top+hei)},
|
| 236 |
+
{"x": int(left), "y": int(top+hei)},
|
| 237 |
+
]
|
| 238 |
+
abs_style = f"top: {int(top)}px; left: {int(left)}px; width: {int(wid)}px; height: {int(hei)}px; transform: rotate({rot}deg);"
|
| 239 |
+
|
| 240 |
+
out.append({
|
| 241 |
+
"description": text,
|
| 242 |
+
"boundingPoly": {"vertices": verts},
|
| 243 |
+
"rotate": rot,
|
| 244 |
+
"style": abs_style,
|
| 245 |
+
|
| 246 |
+
"raw_style": style,
|
| 247 |
+
"top_str": kv.get("top",""),
|
| 248 |
+
"left_str": kv.get("left",""),
|
| 249 |
+
"width_str": kv.get("width",""),
|
| 250 |
+
"height_str": kv.get("height",""),
|
| 251 |
+
})
|
| 252 |
+
return out
|
| 253 |
+
|
| 254 |
+
def _merge_by_center_line(anns: List[Dict[str,Any]], m_x: int=10, m_y: int=15) -> List[Dict[str,Any]]:
|
| 255 |
+
for a in anns:
|
| 256 |
+
v = a["boundingPoly"]["vertices"]
|
| 257 |
+
xs, ys = [p["x"] for p in v], [p["y"] for p in v]
|
| 258 |
+
a["_l"], a["_r"], a["_t"], a["_b"] = min(xs), max(xs), min(ys), max(ys)
|
| 259 |
+
a["_cx"], a["_cy"] = (a["_l"]+a["_r"])/2, (a["_t"]+a["_b"])/2
|
| 260 |
+
|
| 261 |
+
parent = list(range(len(anns)))
|
| 262 |
+
def find(i):
|
| 263 |
+
while parent[i]!=i:
|
| 264 |
+
parent[i]=parent[parent[i]]
|
| 265 |
+
i=parent[i]
|
| 266 |
+
return i
|
| 267 |
+
def union(i,j):
|
| 268 |
+
ri,rj = find(i),find(j)
|
| 269 |
+
if ri!=rj: parent[rj]=ri
|
| 270 |
+
|
| 271 |
+
for i in range(len(anns)):
|
| 272 |
+
for j in range(i+1,len(anns)):
|
| 273 |
+
ai, aj = anns[i], anns[j]
|
| 274 |
+
if (abs(ai["_cx"]-aj["_cx"]) < m_x and
|
| 275 |
+
ai["_t"]-m_y < aj["_b"] and ai["_b"]+m_y > aj["_t"]):
|
| 276 |
+
union(i,j)
|
| 277 |
+
|
| 278 |
+
groups: Dict[int,List[Dict[str,Any]]] = {}
|
| 279 |
+
for idx,a in enumerate(anns):
|
| 280 |
+
groups.setdefault(find(idx), []).append(a)
|
| 281 |
+
|
| 282 |
+
merged: List[Dict[str,Any]] = []
|
| 283 |
+
for g in groups.values():
|
| 284 |
+
if len(g)==1:
|
| 285 |
+
a = g[0]
|
| 286 |
+
merged.append({
|
| 287 |
+
"description": a["description"],
|
| 288 |
+
"boundingPoly": a["boundingPoly"],
|
| 289 |
+
"rotate": a["rotate"],
|
| 290 |
+
"style": a["style"],
|
| 291 |
+
})
|
| 292 |
+
else:
|
| 293 |
+
txt = "\n".join(aa["description"] for aa in g)
|
| 294 |
+
l,r = min(aa["_l"] for aa in g), max(aa["_r"] for aa in g)
|
| 295 |
+
t,b = min(aa["_t"] for aa in g), max(aa["_b"] for aa in g)
|
| 296 |
+
merged.append({
|
| 297 |
+
"description": txt,
|
| 298 |
+
"boundingPoly": {"vertices":[
|
| 299 |
+
{"x":l,"y":t}, {"x":r,"y":t}, {"x":r,"y":b}, {"x":l,"y":b}]},
|
| 300 |
+
"rotate": 0.0,
|
| 301 |
+
"style": f"top: {t}px; left: {l}px; width: {r-l}px; height: {b-t}px; transform: rotate(0deg);",
|
| 302 |
+
})
|
| 303 |
+
return merged
|
| 304 |
+
|
| 305 |
+
async def translate_lens_text(src: Union[str, bytes, BytesIO]) -> Dict[str,Any]:
|
| 306 |
+
_ensure_reaper_started()
|
| 307 |
+
if isinstance(src, (bytes,bytearray)): img_bytes = bytes(src)
|
| 308 |
+
elif isinstance(src, BytesIO): img_bytes = src.getvalue()
|
| 309 |
+
elif isinstance(src, str):
|
| 310 |
+
if src.startswith("data:"): img_bytes = base64.b64decode(src.split(",",1)[1])
|
| 311 |
+
else:
|
| 312 |
+
async with httpx.AsyncClient() as cli:
|
| 313 |
+
o = urlparse(src)
|
| 314 |
+
referer = f"{o.scheme}://{o.netloc}/" if o.scheme and o.netloc else None
|
| 315 |
+
hdr_img = {"User-Agent": UA}
|
| 316 |
+
if referer: hdr_img["Referer"] = referer
|
| 317 |
+
try:
|
| 318 |
+
r = await cli.get(src, headers=hdr_img, timeout=10)
|
| 319 |
+
r.raise_for_status()
|
| 320 |
+
img_bytes = r.content
|
| 321 |
+
except httpx.HTTPStatusError as he:
|
| 322 |
+
code = he.response.status_code if he.response is not None else "NA"
|
| 323 |
+
raise RuntimeError(f"fetch image HTTP {code}")
|
| 324 |
+
except httpx.TimeoutException:
|
| 325 |
+
raise RuntimeError("fetch image TIMEOUT")
|
| 326 |
+
except Exception as e:
|
| 327 |
+
raise RuntimeError(f"fetch image ERROR {type(e).__name__}")
|
| 328 |
+
else: raise TypeError("unsupported src type")
|
| 329 |
+
|
| 330 |
+
from io import BytesIO as _B
|
| 331 |
+
with Image.open(_B(img_bytes)) as im:
|
| 332 |
+
w, h = im.size
|
| 333 |
+
|
| 334 |
+
ck = await _cookie_header()
|
| 335 |
+
hdr = {"User-Agent": UA, "Cookie": ck, "Referer":"https://lens.google.com/", **_sap_header(ck)}
|
| 336 |
+
async with httpx.AsyncClient(follow_redirects=False) as cli:
|
| 337 |
+
up = await cli.post("https://lens.google.com/v3/upload",
|
| 338 |
+
files={ "encoded_image": ("file.jpg", img_bytes, "image/jpeg"),
|
| 339 |
+
"sbisrc":(None,"browser"), "rt":(None,"j") },
|
| 340 |
+
headers=hdr, timeout=10)
|
| 341 |
+
if up.status_code not in (302,303):
|
| 342 |
+
raise RuntimeError(f"Lens upload failed: {up.status_code}")
|
| 343 |
+
loc = up.headers.get("location") or ""
|
| 344 |
+
if not loc: raise RuntimeError("no redirect location")
|
| 345 |
+
|
| 346 |
+
cookie_dict = {k: v for k, v in (p.split("=", 1) for p in ck.split("; ") if "=" in p)}
|
| 347 |
+
|
| 348 |
+
loop = asyncio.get_running_loop()
|
| 349 |
+
drv = await loop.run_in_executor(None, lambda: _ensure_driver(cookie_dict))
|
| 350 |
+
|
| 351 |
+
def _blocking() -> List[Dict[str, Any]]:
|
| 352 |
+
nonlocal drv
|
| 353 |
+
with _driver_lock:
|
| 354 |
+
try:
|
| 355 |
+
try:
|
| 356 |
+
drv.get(loc)
|
| 357 |
+
except:
|
| 358 |
+
try:
|
| 359 |
+
drv.quit()
|
| 360 |
+
except Exception:
|
| 361 |
+
pass
|
| 362 |
+
drv = _ensure_driver(cookie_dict)
|
| 363 |
+
drv.get(loc)
|
| 364 |
+
return _extract_boxes(drv, w, h)
|
| 365 |
+
finally:
|
| 366 |
+
pass
|
| 367 |
+
|
| 368 |
+
raw = await loop.run_in_executor(None, _blocking)
|
| 369 |
+
|
| 370 |
+
merged = _merge_by_center_line(raw)
|
| 371 |
+
fulltxt = " ".join(a["description"] for a in raw).strip()
|
| 372 |
+
|
| 373 |
+
return {
|
| 374 |
+
"textAnnotations": merged,
|
| 375 |
+
"rawTextAnnotations": raw,
|
| 376 |
+
"fullTextAnnotation": {"text": fulltxt},
|
| 377 |
+
"loc": loc,
|
| 378 |
+
}
|
| 379 |
+
|
| 380 |
+
async def prewarm_driver():
|
| 381 |
+
try:
|
| 382 |
+
cookie_hdr = await _cookie_header()
|
| 383 |
+
cookie_dict = {k: v for k, v in (p.split("=", 1) for p in cookie_hdr.split("; ") if "=" in p)}
|
| 384 |
+
_ = cookie_dict
|
| 385 |
+
LOGGER.info("prewarm_driver: cookies ready")
|
| 386 |
+
except Exception as e:
|
| 387 |
+
LOGGER.warning("prewarm_driver failed: %s", e)
|