api-ocr-test / app /lens_text_core.py
plan291037's picture
Update app/lens_text_core.py
64762f0 verified
raw
history blame
12.7 kB
import os, time, asyncio, base64, re, threading, hashlib, logging
from io import BytesIO
from typing import Any, Dict, List, Union
from urllib.parse import urlparse
import httpx
from PIL import Image
from seleniumbase import Driver
CHROME_BINARY_PATH = os.getenv("CHROME_BINARY_PATH", "").strip()
LOGGER = logging.getLogger("lens_text_core")
if not LOGGER.handlers:
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s | %(levelname)s | %(name)s | %(message)s",
)
COOKIE_JSON_URL = os.getenv("COOKIE_JSON_URL", "")
UA = "Mozilla/5.0 (Lens Text OCR)"
CHROME_EXTRA_ARGS = os.getenv(
"CHROME_EXTRA_ARGS",
"--disable-gpu --no-sandbox --disable-dev-shm-usage "
"--window-size=1920,1080 --headless=new",
).split()
_CACHE_TTL = 600
_BROWSER_TTL = 900
_IDLE_TIMEOUT = int(os.getenv("CHROME_IDLE_SECONDS", "60"))
def _build_chrome(cookie_dict: Dict[str, str] | None = None):
drv = Driver(
browser="chrome",
uc=True,
headless=True,
incognito=True
)
drv.get("https://google.com/favicon.ico")
if cookie_dict:
for name, val in cookie_dict.items():
try:
drv.add_cookie({
"name": name, "value": val,
"domain": ".google.com", "path": "/", "secure": True
})
except Exception:
pass
return drv
_cached_cookie, _cached_cookie_ts, _cookie_lock = None, 0.0, threading.Lock()
_global_driver, _driver_last_use, _driver_lock = None, 0.0, threading.Lock()
def _grab_cookies_with_browser() -> Dict[str, Any]:
drv = _build_chrome()
try:
drv.get("https://lens.google.com/")
jar = {
c["name"]: c["value"]
for c in drv.get_cookies()
if c.get("domain","").endswith(".google.com") or c.get("domain","").endswith("google.com")
}
return {"cookies": jar, "_source": "browser"}
finally:
try: drv.quit()
except Exception: pass
async def _cookie_header() -> str:
global _cached_cookie, _cached_cookie_ts
now = time.time()
with _cookie_lock:
if _cached_cookie:
ttl = _BROWSER_TTL if _cached_cookie.get("_source") == "browser" else _CACHE_TTL
if (now - _cached_cookie_ts) < ttl:
obj = _cached_cookie.get("cookies", _cached_cookie)
return "; ".join(f"{k}={v}" for k, v in obj.items())
if COOKIE_JSON_URL:
try:
async with httpx.AsyncClient(timeout=4) as cli:
resp = await cli.get(COOKIE_JSON_URL)
resp.raise_for_status()
data = resp.json()
with _cookie_lock:
data["_source"] = "remote"
_cached_cookie, _cached_cookie_ts = data, now
obj = data.get("cookies", data)
return "; ".join(f"{k}={v}" for k, v in obj.items())
except Exception as e:
LOGGER.warning("fetch COOKIE_JSON_URL failed: %s – fallback to browser", e)
loop = asyncio.get_running_loop()
data = await loop.run_in_executor(None, _grab_cookies_with_browser)
with _cookie_lock:
_cached_cookie, _cached_cookie_ts = data, now
obj = data.get("cookies", data)
return "; ".join(f"{k}={v}" for k, v in obj.items())
def _sap_header(cookie_hdr: str) -> Dict[str, str]:
origin = "https://lens.google.com"
sid = None
for part in cookie_hdr.split("; "):
if part.startswith("__Secure-3PAPISID=") or part.startswith("SAPISID="):
sid = part.split("=", 1)[1]
break
if not sid:
return {}
ts = int(time.time())
sig = hashlib.sha1(f"{ts} {sid} {origin}".encode()).hexdigest()
return {
"X-Origin": origin,
"X-Goog-AuthUser": "0",
"Authorization": f"SAPISIDHASH {ts}_{sig}",
}
def _is_alive(drv) -> bool:
try:
_ = drv.title
return True
except Exception:
return False
def _ensure_driver(cookie_dict: Dict[str, str]):
global _global_driver, _driver_last_use
with _driver_lock:
if _global_driver is None or not _is_alive(_global_driver):
try:
if _global_driver:
_global_driver.quit()
except Exception:
pass
_global_driver = _build_chrome(cookie_dict)
_driver_last_use = time.time()
return _global_driver
def _driver_reaper():
global _global_driver
while True:
time.sleep(1)
if _global_driver and (time.time() - _driver_last_use) > _IDLE_TIMEOUT:
LOGGER.info("♻️ quitting idle driver")
try: _global_driver.quit()
except Exception: pass
_global_driver = None
_reaper_started = False
def _ensure_reaper_started():
global _reaper_started
if _reaper_started:
return
try:
threading.Thread(target=_driver_reaper, daemon=True).start()
_reaper_started = True
LOGGER.debug("text driver reaper started")
except Exception as e:
LOGGER.warning("could not start text driver reaper: %s", e)
def _parse_calc_value(calc: str, dim: float) -> float:
m = re.search(r"calc\(([\d.]+)%\s*([+-])\s*([\d.]+)px\)", calc)
if not m: return 0.0
pct, op, off = float(m[1]), m[2], float(m[3])
base = dim * pct / 100.0
return base - off if op == "-" else base + off
def _extract_boxes(drv, w: int, h: int) -> List[Dict[str, Any]]:
drv.wait_for_element_visible("div.lv6PAb", timeout=30)
nodes = drv.find_elements("xpath", "//div[contains(@class, 'lv6PAb') and @aria-label]")
out: List[Dict[str,Any]] = []
for n in nodes:
if not (n.get_attribute("data-line-index") or "").strip():
continue
text = (n.get_attribute("aria-label") or "").strip()
style = n.get_attribute("style") or ""
if not text or "calc(" not in style:
continue
kv = {k.strip(): v.strip()
for k,v in (p.split(":",1) for p in style.split(";") if ":" in p)}
top, left = _parse_calc_value(kv.get("top",""), h), _parse_calc_value(kv.get("left",""), w)
wid, hei = _parse_calc_value(kv.get("width",""), w), _parse_calc_value(kv.get("height",""),h)
rot_m = re.search(r"rotate\(([-\d.]+)deg\)", style); rot = float(rot_m[1]) if rot_m else 0.0
verts = [
{"x": int(left), "y": int(top)},
{"x": int(left+wid), "y": int(top)},
{"x": int(left+wid), "y": int(top+hei)},
{"x": int(left), "y": int(top+hei)},
]
abs_style = f"top: {int(top)}px; left: {int(left)}px; width: {int(wid)}px; height: {int(hei)}px; transform: rotate({rot}deg);"
out.append({
"description": text,
"boundingPoly": {"vertices": verts},
"rotate": rot,
"style": abs_style,
"raw_style": style,
"top_str": kv.get("top",""),
"left_str": kv.get("left",""),
"width_str": kv.get("width",""),
"height_str": kv.get("height",""),
})
return out
def _merge_by_center_line(anns: List[Dict[str,Any]], m_x: int=10, m_y: int=15) -> List[Dict[str,Any]]:
for a in anns:
v = a["boundingPoly"]["vertices"]
xs, ys = [p["x"] for p in v], [p["y"] for p in v]
a["_l"], a["_r"], a["_t"], a["_b"] = min(xs), max(xs), min(ys), max(ys)
a["_cx"], a["_cy"] = (a["_l"]+a["_r"])/2, (a["_t"]+a["_b"])/2
parent = list(range(len(anns)))
def find(i):
while parent[i]!=i:
parent[i]=parent[parent[i]]
i=parent[i]
return i
def union(i,j):
ri,rj = find(i),find(j)
if ri!=rj: parent[rj]=ri
for i in range(len(anns)):
for j in range(i+1,len(anns)):
ai, aj = anns[i], anns[j]
if (abs(ai["_cx"]-aj["_cx"]) < m_x and
ai["_t"]-m_y < aj["_b"] and ai["_b"]+m_y > aj["_t"]):
union(i,j)
groups: Dict[int,List[Dict[str,Any]]] = {}
for idx,a in enumerate(anns):
groups.setdefault(find(idx), []).append(a)
merged: List[Dict[str,Any]] = []
for g in groups.values():
if len(g)==1:
a = g[0]
merged.append({
"description": a["description"],
"boundingPoly": a["boundingPoly"],
"rotate": a["rotate"],
"style": a["style"],
})
else:
txt = "\n".join(aa["description"] for aa in g)
l,r = min(aa["_l"] for aa in g), max(aa["_r"] for aa in g)
t,b = min(aa["_t"] for aa in g), max(aa["_b"] for aa in g)
merged.append({
"description": txt,
"boundingPoly": {"vertices":[
{"x":l,"y":t}, {"x":r,"y":t}, {"x":r,"y":b}, {"x":l,"y":b}]},
"rotate": 0.0,
"style": f"top: {t}px; left: {l}px; width: {r-l}px; height: {b-t}px; transform: rotate(0deg);",
})
return merged
async def translate_lens_text(src: Union[str, bytes, BytesIO]) -> Dict[str,Any]:
_ensure_reaper_started()
if isinstance(src, (bytes,bytearray)): img_bytes = bytes(src)
elif isinstance(src, BytesIO): img_bytes = src.getvalue()
elif isinstance(src, str):
if src.startswith("data:"): img_bytes = base64.b64decode(src.split(",",1)[1])
else:
async with httpx.AsyncClient() as cli:
o = urlparse(src)
referer = f"{o.scheme}://{o.netloc}/" if o.scheme and o.netloc else None
hdr_img = {"User-Agent": UA}
if referer: hdr_img["Referer"] = referer
try:
r = await cli.get(src, headers=hdr_img, timeout=10)
r.raise_for_status()
img_bytes = r.content
except httpx.HTTPStatusError as he:
code = he.response.status_code if he.response is not None else "NA"
raise RuntimeError(f"fetch image HTTP {code}")
except httpx.TimeoutException:
raise RuntimeError("fetch image TIMEOUT")
except Exception as e:
raise RuntimeError(f"fetch image ERROR {type(e).__name__}")
else: raise TypeError("unsupported src type")
from io import BytesIO as _B
with Image.open(_B(img_bytes)) as im:
w, h = im.size
ck = await _cookie_header()
hdr = {"User-Agent": UA, "Cookie": ck, "Referer":"https://lens.google.com/", **_sap_header(ck)}
async with httpx.AsyncClient(follow_redirects=False) as cli:
up = await cli.post("https://lens.google.com/v3/upload",
files={ "encoded_image": ("file.jpg", img_bytes, "image/jpeg"),
"sbisrc":(None,"browser"), "rt":(None,"j") },
headers=hdr, timeout=10)
if up.status_code not in (302,303):
raise RuntimeError(f"Lens upload failed: {up.status_code}")
loc = up.headers.get("location") or ""
if not loc: raise RuntimeError("no redirect location")
cookie_dict = {k: v for k, v in (p.split("=", 1) for p in ck.split("; ") if "=" in p)}
loop = asyncio.get_running_loop()
drv = await loop.run_in_executor(None, lambda: _ensure_driver(cookie_dict))
def _blocking() -> List[Dict[str, Any]]:
nonlocal drv
with _driver_lock:
try:
try:
drv.get(loc)
except:
try:
drv.quit()
except Exception:
pass
drv = _ensure_driver(cookie_dict)
drv.get(loc)
return _extract_boxes(drv, w, h)
finally:
pass
raw = await loop.run_in_executor(None, _blocking)
merged = _merge_by_center_line(raw)
fulltxt = " ".join(a["description"] for a in raw).strip()
return {
"textAnnotations": merged,
"rawTextAnnotations": raw,
"fullTextAnnotation": {"text": fulltxt},
"loc": loc,
}
async def prewarm_driver():
try:
cookie_hdr = await _cookie_header()
cookie_dict = {k: v for k, v in (p.split("=", 1) for p in cookie_hdr.split("; ") if "=" in p)}
_ = cookie_dict
LOGGER.info("prewarm_driver: cookies ready")
except Exception as e:
LOGGER.warning("prewarm_driver failed: %s", e)