Spaces:
Sleeping
Sleeping
File size: 22,150 Bytes
3c3b760 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 | {
"cells": [
{
"cell_type": "markdown",
"id": "f100a963",
"metadata": {},
"source": [
"# Test Post-processing: PREFIX & TIME/DATE trong ngoặc []"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "94f79399",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"^C\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting gradio\n",
" Downloading gradio-6.14.0-py3-none-any.whl.metadata (17 kB)\n",
"Requirement already satisfied: anyio<5.0,>=3.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (4.13.0)\n",
"Collecting brotli>=1.1.0 (from gradio)\n",
" Downloading brotli-1.2.0-cp311-cp311-win_amd64.whl.metadata (6.3 kB)\n",
"Collecting fastapi<1.0,>=0.115.2 (from gradio)\n",
" Downloading fastapi-0.136.1-py3-none-any.whl.metadata (28 kB)\n",
"Collecting gradio-client==2.5.0 (from gradio)\n",
" Downloading gradio_client-2.5.0-py3-none-any.whl.metadata (7.1 kB)\n",
"Collecting groovy~=0.1 (from gradio)\n",
" Downloading groovy-0.1.2-py3-none-any.whl.metadata (6.1 kB)\n",
"Collecting hf-gradio<1.0,>=0.4.1 (from gradio)\n",
" Downloading hf_gradio-0.4.1-py3-none-any.whl.metadata (428 bytes)\n",
"Requirement already satisfied: httpx<1.0,>=0.24.1 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (0.28.1)\n",
"Requirement already satisfied: huggingface-hub<2.0,>=0.33.5 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (1.12.0)\n",
"Requirement already satisfied: jinja2<4.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (3.1.6)\n",
"Requirement already satisfied: markupsafe<4.0,>=2.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (3.0.3)\n",
"Requirement already satisfied: numpy<3.0,>=1.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (2.4.4)\n",
"Collecting orjson~=3.0 (from gradio)\n",
" Downloading orjson-3.11.9-cp311-cp311-win_amd64.whl.metadata (43 kB)\n",
"Requirement already satisfied: packaging in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (26.0)\n",
"Collecting pandas<4.0,>=1.0 (from gradio)\n",
" Using cached pandas-3.0.2-cp311-cp311-win_amd64.whl.metadata (19 kB)\n",
"Collecting pillow<13.0,>=8.0 (from gradio)\n",
" Using cached pillow-12.2.0-cp311-cp311-win_amd64.whl.metadata (9.0 kB)\n",
"Requirement already satisfied: pydantic<=3.0,>=2.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (2.13.3)\n",
"Collecting pydub<1.0 (from gradio)\n",
" Using cached pydub-0.25.1-py2.py3-none-any.whl.metadata (1.4 kB)\n",
"Collecting python-multipart<1.0,>=0.0.18 (from gradio)\n",
" Downloading python_multipart-0.0.27-py3-none-any.whl.metadata (2.1 kB)\n",
"Collecting pytz>=2017.2 (from gradio)\n",
" Downloading pytz-2026.2-py2.py3-none-any.whl.metadata (22 kB)\n",
"Requirement already satisfied: pyyaml<7.0,>=5.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (6.0.3)\n",
"Collecting safehttpx<0.2.0,>=0.1.7 (from gradio)\n",
" Downloading safehttpx-0.1.7-py3-none-any.whl.metadata (4.2 kB)\n",
"Collecting semantic-version~=2.0 (from gradio)\n",
" Using cached semantic_version-2.10.0-py2.py3-none-any.whl.metadata (9.7 kB)\n",
"Collecting starlette<2.0,>=0.40.0 (from gradio)\n",
" Downloading starlette-1.0.0-py3-none-any.whl.metadata (6.3 kB)\n",
"Collecting tomlkit<0.15.0,>=0.12.0 (from gradio)\n",
" Using cached tomlkit-0.14.0-py3-none-any.whl.metadata (2.8 kB)\n",
"Requirement already satisfied: typer<1.0,>=0.12 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio) (0.25.0)\n",
"Requirement already satisfied: typing-extensions~=4.0 in C:\\Users\\ADMIN\\AppData\\Roaming\\Python\\Python311\\site-packages (from gradio) (4.15.0)\n",
"Collecting uvicorn>=0.14.0 (from gradio)\n",
" Downloading uvicorn-0.46.0-py3-none-any.whl.metadata (6.7 kB)\n",
"Requirement already satisfied: fsspec in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from gradio-client==2.5.0->gradio) (2026.3.0)\n",
"Requirement already satisfied: idna>=2.8 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from anyio<5.0,>=3.0->gradio) (3.13)\n",
"Requirement already satisfied: typing-inspection>=0.4.2 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from fastapi<1.0,>=0.115.2->gradio) (0.4.2)\n",
"Requirement already satisfied: annotated-doc>=0.0.2 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from fastapi<1.0,>=0.115.2->gradio) (0.0.4)\n",
"Requirement already satisfied: certifi in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from httpx<1.0,>=0.24.1->gradio) (2026.4.22)\n",
"Requirement already satisfied: httpcore==1.* in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from httpx<1.0,>=0.24.1->gradio) (1.0.9)\n",
"Requirement already satisfied: h11>=0.16 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from httpcore==1.*->httpx<1.0,>=0.24.1->gradio) (0.16.0)\n",
"Requirement already satisfied: filelock>=3.10.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from huggingface-hub<2.0,>=0.33.5->gradio) (3.29.0)\n",
"Requirement already satisfied: hf-xet<2.0.0,>=1.4.3 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from huggingface-hub<2.0,>=0.33.5->gradio) (1.4.3)\n",
"Requirement already satisfied: tqdm>=4.42.1 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from huggingface-hub<2.0,>=0.33.5->gradio) (4.67.3)\n",
"Requirement already satisfied: python-dateutil>=2.8.2 in C:\\Users\\ADMIN\\AppData\\Roaming\\Python\\Python311\\site-packages (from pandas<4.0,>=1.0->gradio) (2.9.0.post0)\n",
"Collecting tzdata (from pandas<4.0,>=1.0->gradio)\n",
" Downloading tzdata-2026.2-py2.py3-none-any.whl.metadata (1.4 kB)\n",
"Requirement already satisfied: annotated-types>=0.6.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from pydantic<=3.0,>=2.0->gradio) (0.7.0)\n",
"Requirement already satisfied: pydantic-core==2.46.3 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from pydantic<=3.0,>=2.0->gradio) (2.46.3)\n",
"Requirement already satisfied: click>=8.2.1 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from typer<1.0,>=0.12->gradio) (8.3.3)\n",
"Requirement already satisfied: shellingham>=1.3.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from typer<1.0,>=0.12->gradio) (1.5.4)\n",
"Requirement already satisfied: rich>=13.8.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from typer<1.0,>=0.12->gradio) (15.0.0)\n",
"Requirement already satisfied: colorama in C:\\Users\\ADMIN\\AppData\\Roaming\\Python\\Python311\\site-packages (from click>=8.2.1->typer<1.0,>=0.12->gradio) (0.4.6)\n",
"Requirement already satisfied: six>=1.5 in C:\\Users\\ADMIN\\AppData\\Roaming\\Python\\Python311\\site-packages (from python-dateutil>=2.8.2->pandas<4.0,>=1.0->gradio) (1.17.0)\n",
"Requirement already satisfied: markdown-it-py>=2.2.0 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from rich>=13.8.0->typer<1.0,>=0.12->gradio) (4.0.0)\n",
"Requirement already satisfied: pygments<3.0.0,>=2.13.0 in C:\\Users\\ADMIN\\AppData\\Roaming\\Python\\Python311\\site-packages (from rich>=13.8.0->typer<1.0,>=0.12->gradio) (2.19.2)\n",
"Requirement already satisfied: mdurl~=0.1 in C:\\Users\\ADMIN\\miniconda3\\envs\\quantize\\Lib\\site-packages (from markdown-it-py>=2.2.0->rich>=13.8.0->typer<1.0,>=0.12->gradio) (0.1.2)\n",
"Downloading gradio-6.14.0-py3-none-any.whl (19.7 MB)\n",
" ---------------------------------------- 0.0/19.7 MB ? eta -:--:--\n",
" -- ------------------------------------- 1.0/19.7 MB 12.7 MB/s eta 0:00:02\n",
" ------------- -------------------------- 6.6/19.7 MB 21.2 MB/s eta 0:00:01\n",
" --------------------- ------------------ 10.5/19.7 MB 19.8 MB/s eta 0:00:01\n",
" --------------------------------- ------ 16.5/19.7 MB 22.6 MB/s eta 0:00:01\n",
" ---------------------------------------- 19.7/19.7 MB 21.1 MB/s 0:00:01\n",
"Downloading gradio_client-2.5.0-py3-none-any.whl (59 kB)\n",
"Downloading fastapi-0.136.1-py3-none-any.whl (117 kB)\n",
"Downloading groovy-0.1.2-py3-none-any.whl (14 kB)\n",
"Downloading hf_gradio-0.4.1-py3-none-any.whl (4.5 kB)\n",
"Downloading orjson-3.11.9-cp311-cp311-win_amd64.whl (127 kB)\n",
"Using cached pandas-3.0.2-cp311-cp311-win_amd64.whl (9.9 MB)\n",
"Using cached pillow-12.2.0-cp311-cp311-win_amd64.whl (7.1 MB)\n",
"Using cached pydub-0.25.1-py2.py3-none-any.whl (32 kB)\n",
"Downloading python_multipart-0.0.27-py3-none-any.whl (29 kB)\n",
"Downloading safehttpx-0.1.7-py3-none-any.whl (9.0 kB)\n",
"Using cached semantic_version-2.10.0-py2.py3-none-any.whl (15 kB)\n",
"Downloading starlette-1.0.0-py3-none-any.whl (72 kB)\n",
"Using cached tomlkit-0.14.0-py3-none-any.whl (39 kB)\n",
"Downloading brotli-1.2.0-cp311-cp311-win_amd64.whl (369 kB)\n",
"Downloading pytz-2026.2-py2.py3-none-any.whl (510 kB)\n",
"Downloading uvicorn-0.46.0-py3-none-any.whl (70 kB)\n",
"Downloading tzdata-2026.2-py2.py3-none-any.whl (349 kB)\n",
"Installing collected packages: pytz, pydub, brotli, tzdata, tomlkit, semantic-version, python-multipart, pillow, orjson, groovy, uvicorn, starlette, pandas, safehttpx, fastapi, gradio-client, hf-gradio, gradio\n",
"\n",
" ---------------------------------------- 0/18 [pytz]\n",
" ---- ----------------------------------- 2/18 [brotli]\n",
" ------ --------------------------------- 3/18 [tzdata]\n",
" -------- ------------------------------- 4/18 [tomlkit]\n",
" --------------- ------------------------ 7/18 [pillow]\n",
" --------------- ------------------------ 7/18 [pillow]\n",
" --------------- ------------------------ 7/18 [pillow]\n",
" ------------------------ --------------- 11/18 [starlette]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" -------------------------- ------------- 12/18 [pandas]\n",
" ---------------------------- ----------- 13/18 [safehttpx]\n",
" --------------------------------- ------ 15/18 [gradio-client]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ------------------------------------- -- 17/18 [gradio]\n",
" ---------------------------------------- 18/18 [gradio]\n",
"\n",
"Successfully installed brotli-1.2.0 fastapi-0.136.1 gradio-6.14.0 gradio-client-2.5.0 groovy-0.1.2 hf-gradio-0.4.1 orjson-3.11.9 pandas-3.0.2 pillow-12.2.0 pydub-0.25.1 python-multipart-0.0.27 pytz-2026.2 safehttpx-0.1.7 semantic-version-2.10.0 starlette-1.0.0 tomlkit-0.14.0 tzdata-2026.2 uvicorn-0.46.0\n"
]
}
],
"source": [
"!pip install gradio"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "e8be21f1",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"✅ Import thành công!\n"
]
}
],
"source": [
"\"\"\"\n",
"Import trực tiếp các hàm cần thiết từ app.py mà không kéo theo gradio/torch.\n",
"\"\"\"\n",
"import re, os, sys, ipaddress, unicodedata\n",
"from datetime import datetime\n",
"from typing import Dict, List, Optional, Tuple, Callable, Pattern\n",
"from dataclasses import dataclass\n",
"from urllib.parse import urlparse\n",
"\n",
"_app_path = r\"d:\\CODE\\DEMO_HF\\GLiNER2-multi\\app.py\"\n",
"with open(_app_path, encoding=\"utf-8\") as f:\n",
" _source = f.read()\n",
"\n",
"# Tách phần từ section 2 đến hết section 2d (trước section 3 - Model Wrappers)\n",
"_cut = _source.find(\"class _BaseWrapper\")\n",
"_pure_source = _source[_source.find(\"# ======\"):_cut] if _cut > 0 else \"\"\n",
"\n",
"# Bỏ dòng gán WhitespaceTokenSplitter (cần gliner2)\n",
"_pure_source = \"\\n\".join(\n",
" line for line in _pure_source.splitlines()\n",
" if \"WhitespaceTokenSplitter\" not in line\n",
")\n",
"\n",
"_ns = {\n",
" \"re\": re, \"os\": os, \"ipaddress\": ipaddress, \"unicodedata\": unicodedata,\n",
" \"datetime\": datetime, \"Dict\": Dict, \"List\": List, \"Optional\": Optional,\n",
" \"Tuple\": Tuple, \"Callable\": Callable, \"Pattern\": Pattern,\n",
" \"dataclass\": dataclass, \"urlparse\": urlparse,\n",
" \"defaultdict\": __import__(\"collections\").defaultdict,\n",
" \"frozenset\": frozenset,\n",
"}\n",
"exec(_pure_source, _ns)\n",
"\n",
"apply_advanced_postprocessing = _ns[\"apply_advanced_postprocessing\"]\n",
"detect_by_rules = _ns[\"detect_by_rules\"]\n",
"resolve_span_conflicts = _ns[\"resolve_span_conflicts\"]\n",
"clean_text_with_mapping = _ns[\"clean_text_with_mapping\"]\n",
"normalize_predictions = _ns[\"normalize_predictions\"]\n",
"LABELS = _ns[\"LABELS\"]\n",
"RULE_BASED_LABELS = _ns[\"RULE_BASED_LABELS\"]\n",
"\n",
"print(\"✅ Import thành công!\")"
]
},
{
"cell_type": "markdown",
"id": "e1e398d1",
"metadata": {},
"source": [
"## Câu 1: Test PREFIX — \"Đại diện Công ty TNHH Giải pháp AI là ông Lê Văn Á\"\n",
"PREFIX `ông` phải được giữ lại vì theo sau bởi PERSONAL_NAME `Lê Văn Á`."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "16631f6e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Gap giữa PREFIX và PERSONAL_NAME: 1 ký tự\n",
" text[38:41] = 'ông' → label: PREFIX\n",
" text[42:50] = 'Lê Văn Á' → label: PERSONAL_NAME\n",
"\n",
"--- Trước postprocessing ---\n",
" [PREFIX] 'ông'\n",
" [PERSONAL_NAME] 'Lê Văn Á'\n",
"\n",
"--- Sau postprocessing ---\n",
" [PREFIX] 'ông'\n",
" [PERSONAL_NAME] 'Lê Văn Á'\n",
"\n",
"✅ PREFIX 'ông' được giữ lại (có PERSONAL_NAME theo sau)\n"
]
}
],
"source": [
"text1 = \"Đại diện Công ty TNHH Giải pháp AI là ông Lê Văn Á\"\n",
"\n",
"# Tính vị trí chính xác — \"ông\" standalone (không phải trong \"Công\")\n",
"s_prefix = text1.index(\" ông \") + 1 # bỏ space đầu\n",
"e_prefix = s_prefix + len(\"ông\")\n",
"s_name = text1.index(\"Lê Văn Á\")\n",
"e_name = s_name + len(\"Lê Văn Á\")\n",
"\n",
"print(f\"Gap giữa PREFIX và PERSONAL_NAME: {s_name - e_prefix} ký tự\")\n",
"\n",
"entities1 = [\n",
" {\"text\": \"ông\", \"label\": \"PREFIX\", \"start\": s_prefix, \"end\": e_prefix, \"score\": 0.85},\n",
" {\"text\": \"Lê Văn Á\", \"label\": \"PERSONAL_NAME\", \"start\": s_name, \"end\": e_name, \"score\": 0.95},\n",
"]\n",
"\n",
"for e in entities1:\n",
" print(f\" text[{e['start']}:{e['end']}] = '{text1[e['start']:e['end']]}' → label: {e['label']}\")\n",
"\n",
"print(\"\\n--- Trước postprocessing ---\")\n",
"for e in entities1:\n",
" print(f\" [{e['label']}] '{e['text']}'\")\n",
"\n",
"result1 = apply_advanced_postprocessing(entities1, text1)\n",
"\n",
"print(\"\\n--- Sau postprocessing ---\")\n",
"for e in result1:\n",
" print(f\" [{e['label']}] '{e['text']}'\")\n",
"\n",
"assert len(result1) == 2, f\"Expected 2, got {len(result1)}\"\n",
"assert result1[0][\"label\"] == \"PREFIX\"\n",
"print(\"\\n✅ PREFIX 'ông' được giữ lại (có PERSONAL_NAME theo sau)\")"
]
},
{
"cell_type": "markdown",
"id": "869d4a22",
"metadata": {},
"source": [
"## Câu 2: Test TIME trong ngoặc [] — \"[9:40]: tôi muốn đổi số tài khoản thành 39752987599\"\n",
"TIME `9:40` phải bị loại bỏ vì nằm trong `[...]`. ACCOUNT_NUMBER `39752987599` phải được giữ lại."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "ba4f8b4a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" text[1:5] = '9:40' (context: '[9:40]') → TIME\n",
" text[40:51] = '39752987599' (context: ' 39752987599') → ACCOUNT_NUMBER\n",
"\n",
"--- Trước postprocessing ---\n",
" [TIME] '9:40'\n",
" [ACCOUNT_NUMBER] '39752987599'\n",
"\n",
"--- Sau postprocessing ---\n",
" [ACCOUNT_NUMBER] '39752987599'\n",
"\n",
"✅ TIME '9:40' bị loại bỏ (nằm trong [...])\n",
"✅ ACCOUNT_NUMBER '39752987599' được giữ lại\n"
]
}
],
"source": [
"text2 = \"[9:40]: tôi muốn đổi số tài khoản thành 39752987599\"\n",
"\n",
"s_time = text2.index(\"9:40\")\n",
"e_time = s_time + len(\"9:40\")\n",
"s_acc = text2.index(\"39752987599\")\n",
"e_acc = s_acc + len(\"39752987599\")\n",
"\n",
"entities2 = [\n",
" {\"text\": \"9:40\", \"label\": \"TIME\", \"start\": s_time, \"end\": e_time, \"score\": 0.9},\n",
" {\"text\": \"39752987599\", \"label\": \"ACCOUNT_NUMBER\", \"start\": s_acc, \"end\": e_acc, \"score\": 0.88},\n",
"]\n",
"\n",
"for e in entities2:\n",
" ctx_start = max(0, e[\"start\"] - 1)\n",
" ctx_end = min(len(text2), e[\"end\"] + 1)\n",
" print(f\" text[{e['start']}:{e['end']}] = '{text2[e['start']:e['end']]}' (context: '{text2[ctx_start:ctx_end]}') → {e['label']}\")\n",
"\n",
"print(\"\\n--- Trước postprocessing ---\")\n",
"for e in entities2:\n",
" print(f\" [{e['label']}] '{e['text']}'\")\n",
"\n",
"result2 = apply_advanced_postprocessing(entities2, text2)\n",
"\n",
"print(\"\\n--- Sau postprocessing ---\")\n",
"for e in result2:\n",
" print(f\" [{e['label']}] '{e['text']}'\")\n",
"\n",
"assert len(result2) == 1, f\"Expected 1, got {len(result2)}\"\n",
"assert result2[0][\"label\"] == \"ACCOUNT_NUMBER\"\n",
"print(\"\\n✅ TIME '9:40' bị loại bỏ (nằm trong [...])\")\n",
"print(\"✅ ACCOUNT_NUMBER '39752987599' được giữ lại\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "quantize",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|