plan291037 commited on
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1 Parent(s): 3d91b9b

Upload lens_text_core.py

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  1. app/lens_text_core.py +387 -0
app/lens_text_core.py ADDED
@@ -0,0 +1,387 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ import os, time, asyncio, base64, re, threading, hashlib, logging, shutil
3
+ from io import BytesIO
4
+ from typing import Any, Dict, List, Union
5
+ from urllib.parse import urlparse
6
+
7
+ import httpx
8
+ from PIL import Image
9
+
10
+ from selenium import webdriver
11
+ from selenium.webdriver.chrome.options import Options as ChromeOptions
12
+ from selenium.webdriver.chrome.service import Service as ChromeService
13
+ from selenium.webdriver.common.by import By
14
+ from selenium.webdriver.support.ui import WebDriverWait
15
+ from selenium.webdriver.support import expected_conditions as EC
16
+
17
+ CHROME_BINARY_PATH = os.getenv("CHROME_BINARY_PATH", "").strip()
18
+
19
+ LOGGER = logging.getLogger("lens_text_core")
20
+ if not LOGGER.handlers:
21
+ logging.basicConfig(
22
+ level=logging.INFO,
23
+ format="%(asctime)s | %(levelname)s | %(name)s | %(message)s",
24
+ )
25
+
26
+ COOKIE_JSON_URL = os.getenv("COOKIE_JSON_URL", "")
27
+ UA = "Mozilla/5.0 (Lens Text OCR)"
28
+
29
+ CHROME_EXTRA_ARGS = os.getenv(
30
+ "CHROME_EXTRA_ARGS",
31
+ "--disable-gpu --no-sandbox --disable-dev-shm-usage "
32
+ "--window-size=1920,1080 --headless=new",
33
+ ).split()
34
+
35
+ _CACHE_TTL = 300
36
+ _IDLE_TIMEOUT = int(os.getenv("CHROME_IDLE_SECONDS", "60"))
37
+ _BROWSER_TTL = 900
38
+
39
+ _COMMON_CHROME_PATHS = [
40
+ # Linux
41
+ "/usr/bin/google-chrome", "/usr/bin/chromium", "/usr/bin/chromium-browser",
42
+ "/snap/bin/chromium",
43
+ "/opt/google/chrome/google-chrome",
44
+ # macOS
45
+ "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome",
46
+ "/Applications/Chromium.app/Contents/MacOS/Chromium",
47
+ # Windows
48
+ r"C:\\Program Files\\Google\\Chrome\\Application\\chrome.exe",
49
+ r"C:\\Program Files (x86)\\Google\\Chrome\\Application\\chrome.exe",
50
+ ]
51
+
52
+ def _find_chrome_binary() -> str:
53
+ if (env := os.getenv("CHROME_BINARY")):
54
+ 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)