File size: 12,656 Bytes
4a131fe
a5d0afb
4a131fe
0e3b18d
4a131fe
 
 
 
 
a5d0afb
4a131fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a5d0afb
0e3b18d
a5d0afb
4a131fe
0e3b18d
a5d0afb
 
 
 
6cf9e07
a5d0afb
0e3b18d
a5d0afb
 
0e3b18d
 
edd390b
a5d0afb
0e3b18d
 
 
edd390b
 
 
 
4a131fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
64762f0
a5d0afb
4a131fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349

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)