File size: 20,213 Bytes
e9fa53a |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"with open('/mnt/data/zifeng.cao/reasoning/arc-agi/re-arc/origin_code.jsonl', 'r') as f:\n",
" data_list = [json.loads(line) for line in f]\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"def verify_dbc1a6ce(I: Grid) -> Grid:\n",
" x0 = leastcolor(I)\n",
" x1 = ofcolor(I, x0)\n",
" x2 = lbind(recolor, EIGHT)\n",
" x3 = rbind(ofcolor, x0)\n",
" x4 = chain(x2, backdrop, x3)\n",
" x5 = fork(paint, identity, x4)\n",
" x6 = height(I)\n",
" x7 = vsplit(I, x6)\n",
" x8 = mapply(x5, x7)\n",
" x9 = ofcolor(x8, EIGHT)\n",
" x10 = dmirror(I)\n",
" x11 = width(I)\n",
" x12 = vsplit(x10, x11)\n",
" x13 = mapply(x5, x12)\n",
" x14 = dmirror(x13)\n",
" x15 = ofcolor(x14, EIGHT)\n",
" x16 = combine(x9, x15)\n",
" x17 = difference(x16, x1)\n",
" x18 = fill(I, EIGHT, x17)\n",
" return x18\n",
"\n",
"\n",
"\n",
"def generate_dbc1a6ce(diff_lb: float, diff_ub: float) -> dict:\n",
" dim_bounds = (3, 30)\n",
" colopts = remove(8, interval(0, 10, 1))\n",
" h = unifint(diff_lb, diff_ub, dim_bounds)\n",
" w = unifint(diff_lb, diff_ub, dim_bounds)\n",
" bgc = choice(colopts)\n",
" c = canvas(bgc, (h, w))\n",
" inds = totuple(asindices(c))\n",
" card_bounds = (0, max(1, (h * w) // 4))\n",
" num = unifint(diff_lb, diff_ub, card_bounds)\n",
" s = sample(inds, num)\n",
" fgcol = choice(remove(bgc, colopts))\n",
" gi = fill(c, fgcol, s)\n",
" resh = frozenset()\n",
" for x, r in enumerate(gi):\n",
" if r.count(fgcol) > 1:\n",
" resh = combine(resh, connect((x, r.index(fgcol)), (x, -1 + w - r[::-1].index(fgcol))))\n",
" go = fill(c, 8, resh)\n",
" resv = frozenset()\n",
" for x, r in enumerate(dmirror(gi)):\n",
" if r.count(fgcol) > 1:\n",
" resv = combine(resv, connect((x, r.index(fgcol)), (x, -1 + h - r[::-1].index(fgcol))))\n",
" go = dmirror(fill(dmirror(go), 8, resv))\n",
" go = fill(go, fgcol, s)\n",
" return {'input': gi, 'output': go}\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"from typing import (\n",
" List,\n",
" Union,\n",
" Tuple,\n",
" Any,\n",
" Container,\n",
" Callable,\n",
" FrozenSet,\n",
" Iterable\n",
")\n",
"\n",
"Boolean = bool\n",
"Integer = int\n",
"IntegerTuple = Tuple[Integer, Integer]\n",
"Numerical = Union[Integer, IntegerTuple]\n",
"IntegerSet = FrozenSet[Integer]\n",
"Grid = Tuple[Tuple[Integer]]\n",
"Cell = Tuple[Integer, IntegerTuple]\n",
"Object = FrozenSet[Cell]\n",
"Objects = FrozenSet[Object]\n",
"Indices = FrozenSet[IntegerTuple]\n",
"IndicesSet = FrozenSet[Indices]\n",
"Patch = Union[Object, Indices]\n",
"Element = Union[Object, Grid]\n",
"Piece = Union[Grid, Patch]\n",
"TupleTuple = Tuple[Tuple]\n",
"ContainerContainer = Container[Container]\n",
"\n",
"ZERO = 0\n",
"ONE = 1\n",
"TWO = 2\n",
"THREE = 3\n",
"FOUR = 4\n",
"FIVE = 5\n",
"SIX = 6\n",
"SEVEN = 7\n",
"EIGHT = 8\n",
"NINE = 9\n",
"TEN = 10\n",
"F = False\n",
"T = True\n",
"\n",
"NEG_ONE = -1\n",
"\n",
"ORIGIN = (0, 0)\n",
"UNITY = (1, 1)\n",
"DOWN = (1, 0)\n",
"RIGHT = (0, 1)\n",
"UP = (-1, 0)\n",
"LEFT = (0, -1)\n",
"\n",
"NEG_TWO = -2\n",
"NEG_UNITY = (-1, -1)\n",
"UP_RIGHT = (-1, 1)\n",
"DOWN_LEFT = (1, -1)\n",
"\n",
"ZERO_BY_TWO = (0, 2)\n",
"TWO_BY_ZERO = (2, 0)\n",
"TWO_BY_TWO = (2, 2)\n",
"THREE_BY_THREE = (3, 3)\n",
"\n",
"def fill(\n",
" grid: Grid,\n",
" value: Integer,\n",
" patch: Patch\n",
") -> Grid:\n",
" \"\"\" fill value at indices \"\"\"\n",
" h, w = len(grid), len(grid[0])\n",
" grid_filled = list(list(row) for row in grid)\n",
" for i, j in toindices(patch):\n",
" if 0 <= i < h and 0 <= j < w:\n",
" grid_filled[i][j] = value\n",
" return tuple(tuple(row) for row in grid_filled)\n",
"\n",
"\n",
"\n",
"def asindices(\n",
" grid: Grid\n",
") -> Indices:\n",
" \"\"\" indices of all grid cells \"\"\"\n",
" return frozenset((i, j) for i in range(len(grid)) for j in range(len(grid[0])))\n",
"\n",
"\n",
"\n",
"def width(\n",
" piece: Piece\n",
") -> Integer:\n",
" \"\"\" width of grid or patch \"\"\"\n",
" if len(piece) == 0:\n",
" return 0\n",
" if isinstance(piece, tuple):\n",
" return len(piece[0])\n",
" return rightmost(piece) - leftmost(piece) + 1\n",
"\n",
"\n",
"\n",
"def index(\n",
" grid: Grid,\n",
" loc: IntegerTuple\n",
") -> Integer:\n",
" \"\"\" color at location \"\"\"\n",
" i, j = loc\n",
" h, w = len(grid), len(grid[0])\n",
" if not (0 <= i < h and 0 <= j < w):\n",
" return None\n",
" return grid[loc[0]][loc[1]] \n",
"\n",
"\n",
"\n",
"def unifint(\n",
" diff_lb: float,\n",
" diff_ub: float,\n",
" bounds: Tuple[int, int]\n",
") -> int:\n",
" \"\"\"\n",
" diff_lb: lower bound for difficulty, must be in range [0, diff_ub]\n",
" diff_ub: upper bound for difficulty, must be in range [diff_lb, 1]\n",
" bounds: interval [a, b] determining the integer values that can be sampled\n",
" \"\"\"\n",
" a, b = bounds\n",
" d = uniform(diff_lb, diff_ub)\n",
" global rng\n",
" rng.append(d)\n",
" return min(max(a, round(a + (b - a) * d)), b)\n",
"\n",
"\n",
"\n",
"def interval(\n",
" start: Integer,\n",
" stop: Integer,\n",
" step: Integer\n",
") -> Tuple:\n",
" \"\"\" range \"\"\"\n",
" return tuple(range(start, stop, step))\n",
"\n",
"\n",
"\n",
"def chain(\n",
" h: Callable,\n",
" g: Callable,\n",
" f: Callable\n",
") -> Callable:\n",
" \"\"\" function composition with three functions \"\"\"\n",
" return lambda x: h(g(f(x)))\n",
"\n",
"\n",
"\n",
"def mapply(\n",
" function: Callable,\n",
" container: ContainerContainer\n",
") -> FrozenSet:\n",
" \"\"\" apply and merge \"\"\"\n",
" return merge(apply(function, container))\n",
"\n",
"\n",
"\n",
"def difference(\n",
" a: Container,\n",
" b: Container\n",
") -> Container:\n",
" \"\"\" difference \"\"\"\n",
" return type(a)(e for e in a if e not in b)\n",
"\n",
"\n",
"\n",
"def ofcolor(\n",
" grid: Grid,\n",
" value: Integer\n",
") -> Indices:\n",
" \"\"\" indices of all grid cells with value \"\"\"\n",
" return frozenset((i, j) for i, r in enumerate(grid) for j, v in enumerate(r) if v == value)\n",
"\n",
"\n",
"\n",
"def rbind(\n",
" function: Callable,\n",
" fixed: Any\n",
") -> Callable:\n",
" \"\"\" fix the rightmost argument \"\"\"\n",
" n = function.__code__.co_argcount\n",
" if n == 2:\n",
" return lambda x: function(x, fixed)\n",
" elif n == 3:\n",
" return lambda x, y: function(x, y, fixed)\n",
" else:\n",
" return lambda x, y, z: function(x, y, z, fixed)\n",
"\n",
"\n",
"\n",
"def dmirror(\n",
" piece: Piece\n",
") -> Piece:\n",
" \"\"\" mirroring along diagonal \"\"\"\n",
" if isinstance(piece, tuple):\n",
" return tuple(zip(*piece))\n",
" a, b = ulcorner(piece)\n",
" if isinstance(next(iter(piece))[1], tuple):\n",
" return frozenset((v, (j - b + a, i - a + b)) for v, (i, j) in piece)\n",
" return frozenset((j - b + a, i - a + b) for i, j in piece)\n",
"\n",
"\n",
"\n",
"def leastcolor(\n",
" element: Element\n",
") -> Integer:\n",
" \"\"\" least common color \"\"\"\n",
" values = [v for r in element for v in r] if isinstance(element, tuple) else [v for v, _ in element]\n",
" return min(set(values), key=values.count)\n",
"\n",
"\n",
"\n",
"def fork(\n",
" outer: Callable,\n",
" a: Callable,\n",
" b: Callable\n",
") -> Callable:\n",
" \"\"\" creates a wrapper function \"\"\"\n",
" return lambda x: outer(a(x), b(x))\n",
"\n",
"\n",
"\n",
"def combine(\n",
" a: Container,\n",
" b: Container\n",
") -> Container:\n",
" \"\"\" union \"\"\"\n",
" return type(a)((*a, *b))\n",
"\n",
"\n",
"\n",
"def remove(\n",
" value: Any,\n",
" container: Container\n",
") -> Container:\n",
" \"\"\" remove item from container \"\"\"\n",
" return type(container)(e for e in container if e != value)\n",
"\n",
"\n",
"\n",
"def height(\n",
" piece: Piece\n",
") -> Integer:\n",
" \"\"\" height of grid or patch \"\"\"\n",
" if len(piece) == 0:\n",
" return 0\n",
" if isinstance(piece, tuple):\n",
" return len(piece)\n",
" return lowermost(piece) - uppermost(piece) + 1\n",
"\n",
"\n",
"\n",
"def connect(\n",
" a: IntegerTuple,\n",
" b: IntegerTuple\n",
") -> Indices:\n",
" \"\"\" line between two points \"\"\"\n",
" ai, aj = a\n",
" bi, bj = b\n",
" si = min(ai, bi)\n",
" ei = max(ai, bi) + 1\n",
" sj = min(aj, bj)\n",
" ej = max(aj, bj) + 1\n",
" if ai == bi:\n",
" return frozenset((ai, j) for j in range(sj, ej))\n",
" elif aj == bj:\n",
" return frozenset((i, aj) for i in range(si, ei))\n",
" elif bi - ai == bj - aj:\n",
" return frozenset((i, j) for i, j in zip(range(si, ei), range(sj, ej)))\n",
" elif bi - ai == aj - bj:\n",
" return frozenset((i, j) for i, j in zip(range(si, ei), range(ej - 1, sj - 1, -1)))\n",
" return frozenset()\n",
"\n",
"\n",
"\n",
"def totuple(\n",
" container: FrozenSet\n",
") -> Tuple:\n",
" \"\"\" conversion to tuple \"\"\"\n",
" return tuple(container)\n",
"\n",
"\n",
"\n",
"def lbind(\n",
" function: Callable,\n",
" fixed: Any\n",
") -> Callable:\n",
" \"\"\" fix the leftmost argument \"\"\"\n",
" n = function.__code__.co_argcount\n",
" if n == 2:\n",
" return lambda y: function(fixed, y)\n",
" elif n == 3:\n",
" return lambda y, z: function(fixed, y, z)\n",
" else:\n",
" return lambda y, z, a: function(fixed, y, z, a)\n",
"\n",
"\n",
"\n",
"def vsplit(\n",
" grid: Grid,\n",
" n: Integer\n",
") -> Tuple:\n",
" \"\"\" split grid vertically \"\"\"\n",
" h, w = len(grid) // n, len(grid[0])\n",
" offset = len(grid) % n != 0\n",
" return tuple(crop(grid, (h * i + i * offset, 0), (h, w)) for i in range(n))\n",
"\n",
"\n",
"\n",
"def canvas(\n",
" value: Integer,\n",
" dimensions: IntegerTuple\n",
") -> Grid:\n",
" \"\"\" grid construction \"\"\"\n",
" return tuple(tuple(value for j in range(dimensions[1])) for i in range(dimensions[0]))\n",
"\n",
"\n",
"\n",
"\n"
]
}
],
"source": [
"print(data_list[0]['verifier'])\n",
"print(data_list[0]['generator'])\n",
"print(data_list[0]['global_variable'])\n",
"print(data_list[0]['additional_functions'])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import asyncio\n",
"import json\n",
"import mimetypes\n",
"import os\n",
"import re\n",
"import uuid\n",
"from typing import Tuple\n",
"\n",
"import aiohttp\n",
"import requests\n",
"from PIL import Image\n",
"\n",
"from utils.common.logging import logger\n",
"\n",
"\n",
"def get_ext(url):\n",
" rule = r\"\\.(.*?)\\?\"\n",
" rst = re.findall(rule, url)[0]\n",
"\n",
" return rst.split(\".\")[-1]\n",
"\n",
"\n",
"async def download_file(url, local_filename):\n",
" async with aiohttp.ClientSession() as session:\n",
" async with session.get(url) as response:\n",
" ext = get_ext(url)\n",
" logger.info(f\"------------------------------------------{ext}\")\n",
" logger.info(response.status)\n",
"\n",
" if response.status == 200:\n",
" filename_with_ext = os.path.abspath(f\"{local_filename}.{ext}\")\n",
" content = await response.read()\n",
"\n",
" with open(filename_with_ext, \"wb\") as f:\n",
" f.write(content)\n",
"\n",
" if ext == \"webp\":\n",
" im = Image.open(filename_with_ext).convert(\"RGB\")\n",
" im.save(f\"{local_filename}.jpg\", \"jpeg\")\n",
" os.remove(filename_with_ext)\n",
" return f\"{local_filename}.jpg\"\n",
" else:\n",
" return filename_with_ext\n",
" else:\n",
" logger.info(f\"retalking hedra {url} download file failed\")\n",
" raise RuntimeError(f\"{url} download failed\")\n",
"\n",
"\n",
"class HedraClient:\n",
" def __init__(self):\n",
" self._base_url = \"https://mercury.dev.dream-ai.com/api\"\n",
" self._check_task_url = \"https://mercury.dev.dream-ai.com/api/v1/projects/{task_id}\"\n",
" self._key = \"sk_hedra-TxkxBe8htuAuGXwoPYgjHhYpwcQ3gdFmcGdRTLksRKUcSQEpm7VCNzSNj2680fZC\"\n",
" self.timeout = aiohttp.ClientTimeout(total=10)\n",
" os.makedirs(\"temp\", exist_ok=True)\n",
"\n",
" async def post_audio(self, audio_url):\n",
" headers = {\n",
" \"X-API-KEY\": self._key,\n",
" }\n",
" local_audio = await download_file(audio_url, f\"temp/{str(uuid.uuid4())}\")\n",
" try:\n",
" async with aiohttp.ClientSession() as session:\n",
" data = aiohttp.FormData()\n",
" data.add_field(\"file\", open(local_audio, \"rb\"))\n",
" async with session.post(\n",
" f\"{self._base_url}/v1/audio\", headers=headers, data={\"file\": open(local_audio, \"rb\")}\n",
" ) as resp:\n",
" return await resp.json()\n",
" finally:\n",
" if os.path.exists(local_audio):\n",
" os.remove(local_audio)\n",
"\n",
" async def post_image(self, image_url):\n",
" headers = {\n",
" \"X-API-KEY\": self._key,\n",
" }\n",
" local_image = await download_file(image_url, f\"temp/{str(uuid.uuid4())}\")\n",
" try:\n",
" async with aiohttp.ClientSession() as session:\n",
" data = aiohttp.FormData()\n",
" data.add_field(\"file\", open(local_image, \"rb\"))\n",
" async with session.post(\n",
" f\"{self._base_url}/v1/portrait\", headers=headers, data={\"file\": open(local_image, \"rb\")}, timeout=10\n",
" ) as resp:\n",
" return await resp.json()\n",
" finally:\n",
" if os.path.exists(local_image):\n",
" os.remove(local_image)\n",
"\n",
" async def submit_task(self, audio_url: str, image_url: str, aspect_ratio: str) -> Tuple[str, str]:\n",
" headers = {\n",
" \"X-API-KEY\": self._key,\n",
" }\n",
"\n",
" audio_task = asyncio.create_task(self.post_audio(audio_url))\n",
" image_task = asyncio.create_task(self.post_image(image_url))\n",
" audio_result, image_result = await asyncio.gather(audio_task, image_task)\n",
" logger.info(image_result)\n",
" logger.info(audio_result)\n",
" payload = {\n",
" \"voiceUrl\": audio_result[\"url\"],\n",
" \"avatarImage\": image_result[\"url\"],\n",
" \"aspectRatio\": aspect_ratio,\n",
" }\n",
"\n",
" async with aiohttp.ClientSession(headers=headers, timeout=self.timeout) as session:\n",
" async with session.post(f\"{self._base_url}/v1/characters\", json=payload) as response:\n",
" data = await response.json()\n",
" logger.info(data)\n",
" task_id = data.get(\"jobId\", None)\n",
" assert task_id is not None, f\"Failed to submit task, {data}\"\n",
" request_id = data.get(\"request_id\", None)\n",
" return task_id, request_id\n",
"\n",
" async def get_response(self, task_id: str) -> Tuple[str, float]:\n",
" headers = {\n",
" \"X-API-KEY\": self._key,\n",
" }\n",
" async with aiohttp.ClientSession(headers=headers, timeout=self.timeout) as session:\n",
" while True:\n",
" async with session.get(self._check_task_url.format(task_id=task_id)) as response:\n",
" data = await response.json()\n",
" status = data.get(\"status\", None)\n",
" logger.info(f\"Hedra Task {task_id}, status: {status}, get response: {data}\")\n",
" if status == \"Completed\":\n",
" video_url = data.get(\"videoUrl\", None)\n",
" assert video_url is not None, f\"Failed to get video_url from response[{data}]\"\n",
" video_duration = 4\n",
" return video_url, video_duration\n",
" elif status in [\"Failed\"] or status is None:\n",
" raise RuntimeError(\n",
" f\"Task {task_id} failed or was canceled. {data.get('output', {}).get('message', '')}\"\n",
" )\n",
" else:\n",
" await asyncio.sleep(4)\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.9.19"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|