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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Extract Rust Starter Code from Local Files\n",
    "\n",
    "This notebook reads Rust `.rs` files from the local `rust_solutions/` directory,\n",
    "extracts starter code stubs (comments + `impl Solution` with function bodies replaced by placeholder), and saves to `starter_codes.jsonl`.\n",
    "\n",
    "Expected file format: `0001.Two Sum.rs` where the leading digits are the problem_id.\n",
    "\n",
    "Output format:\n",
    "```rust\n",
    "// Definition for singly-linked list.\n",
    "// #[derive(PartialEq, Eq, Clone, Debug)]\n",
    "// pub struct ListNode { ... }\n",
    "\n",
    "impl Solution {\n",
    "    pub fn add_two_numbers(\n",
    "        mut l1: Option<Box<ListNode>>,\n",
    "        mut l2: Option<Box<ListNode>>,\n",
    "    ) -> Option<Box<ListNode>> {\n",
    "        // OUR CODE GOES HERE\n",
    "    }\n",
    "}\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import re\n",
    "from pathlib import Path\n",
    "\n",
    "RUST_SOLUTIONS_DIR = Path(\"/media/tm23/NewVolume/rust_dataset/complexity_reasoning_data/rust_solutions/\")\n",
    "OUTPUT_FILE = Path(\"/media/tm23/NewVolume/rust_dataset/complexity_reasoning_data/starter_codes.jsonl\")\n",
    "\n",
    "print(f\"Reading from: {RUST_SOLUTIONS_DIR}\")\n",
    "print(f\"Output to: {OUTPUT_FILE}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def find_matching_brace(text: str, open_pos: int) -> int:\n",
    "    \"\"\"Find the position of the closing brace matching the opening brace at open_pos.\"\"\"\n",
    "    depth = 0\n",
    "    i = open_pos\n",
    "    while i < len(text):\n",
    "        if text[i] == '{':\n",
    "            depth += 1\n",
    "        elif text[i] == '}':\n",
    "            depth -= 1\n",
    "            if depth == 0:\n",
    "                return i\n",
    "        i += 1\n",
    "    return -1\n",
    "\n",
    "\n",
    "def extract_problem_id(filename: str) -> int | None:\n",
    "    \"\"\"Extract problem_id from filename like '0001.Two Sum.rs' -> 1\"\"\"\n",
    "    match = re.match(r\"^(\\d+)\", filename)\n",
    "    return int(match.group(1)) if match else None\n",
    "\n",
    "\n",
    "def extract_starter_code(content: str) -> tuple[str, str] | None:\n",
    "    \"\"\"\n",
    "    Extract Rust starter code stub from solution.\n",
    "    Preserves initial comments/struct definitions and impl Solution block\n",
    "    with function bodies replaced by placeholder comment.\n",
    "    \n",
    "    Returns:\n",
    "        tuple of (function_name, starter_code) or None if no impl Solution found\n",
    "    \"\"\"\n",
    "    if \"impl Solution\" not in content:\n",
    "        return None\n",
    "\n",
    "    impl_match = re.search(r\"impl\\s+Solution\\s*\\{\", content)\n",
    "    if not impl_match:\n",
    "        return None\n",
    "\n",
    "    impl_start = impl_match.start()\n",
    "    brace_pos = impl_match.end() - 1\n",
    "\n",
    "    impl_end = find_matching_brace(content, brace_pos)\n",
    "    if impl_end == -1:\n",
    "        return None\n",
    "\n",
    "    impl_block_content = content[brace_pos + 1:impl_end]\n",
    "\n",
    "    fn_pattern = re.compile(r\"(?:pub\\s+)?fn\\s+(\\w+)\\s*\\([^)]*\\)(?:\\s*->\\s*[^{]+)?\\s*\\{\")\n",
    "    fn_matches = list(fn_pattern.finditer(impl_block_content))\n",
    "\n",
    "    if not fn_matches:\n",
    "        return None\n",
    "\n",
    "    pub_fn_match = re.search(r\"pub\\s+fn\\s+(\\w+)\", impl_block_content)\n",
    "    first_fn_name = pub_fn_match.group(1) if pub_fn_match else fn_matches[0].group(1)\n",
    "\n",
    "    starter_impl_content = impl_block_content\n",
    "    for fn_match in reversed(fn_matches):\n",
    "        fn_body_start = fn_match.end()\n",
    "        fn_body_end = find_matching_brace(starter_impl_content, fn_body_start - 1)\n",
    "        if fn_body_end == -1:\n",
    "            continue\n",
    "        replacement = \"\\n        // OUR CODE GOES HERE\\n    }\"\n",
    "        starter_impl_content = starter_impl_content[:fn_body_start] + replacement + starter_impl_content[fn_body_end + 1:]\n",
    "\n",
    "    pre_impl = content[:impl_start].strip()\n",
    "\n",
    "    if pre_impl:\n",
    "        starter_code = pre_impl + \"\\n\\nimpl Solution {\" + starter_impl_content + \"\\n}\"\n",
    "    else:\n",
    "        starter_code = \"impl Solution {\" + starter_impl_content + \"\\n}\"\n",
    "\n",
    "    return first_fn_name, starter_code\n",
    "\n",
    "\n",
    "def extract_all_starter_codes():\n",
    "    \"\"\"Extract starter codes from all .rs files in the directory.\"\"\"\n",
    "    results = []\n",
    "    \n",
    "    if not RUST_SOLUTIONS_DIR.exists():\n",
    "        print(f\"\\u274c Directory does not exist: {RUST_SOLUTIONS_DIR}\")\n",
    "        print(\"Please place .rs files in this directory with format: 0001.Two Sum.rs\")\n",
    "        return results\n",
    "    \n",
    "    rs_files = list(RUST_SOLUTIONS_DIR.glob(\"*.rs\"))\n",
    "    print(f\"Found {len(rs_files)} .rs files\")\n",
    "    \n",
    "    for rs_file in sorted(rs_files):\n",
    "        problem_id = extract_problem_id(rs_file.name)\n",
    "        if problem_id is None:\n",
    "            print(f\"  Skipping (no problem_id): {rs_file.name}\")\n",
    "            continue\n",
    "        \n",
    "        content = rs_file.read_text()\n",
    "        result = extract_starter_code(content)\n",
    "        \n",
    "        if result is None:\n",
    "            print(f\"  Skipping (no impl Solution): {rs_file.name}\")\n",
    "            continue\n",
    "        \n",
    "        fn_name, starter_code = result\n",
    "        results.append({\n",
    "            \"problem_id\": problem_id,\n",
    "            \"function_name\": fn_name,\n",
    "            \"starter_code\": starter_code\n",
    "        })\n",
    "        print(f\"  Extracted: {problem_id} -> {fn_name}()\")\n",
    "    \n",
    "    return results\n",
    "\n",
    "\n",
    "results = extract_all_starter_codes()\n",
    "print(f\"\\n\\u2705 Extracted {len(results)} starter codes\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(OUTPUT_FILE, \"w\") as f:\n",
    "    for item in results:\n",
    "        f.write(json.dumps(item) + \"\\n\")\n",
    "\n",
    "print(f\"\\u2705 Saved to {OUTPUT_FILE}\")\n",
    "\n",
    "print(\"\\n\" + \"=\"*50)\n",
    "print(\"First 3 entries:\")\n",
    "for item in results[:3]:\n",
    "    print(f\"\\n--- Problem {item['problem_id']}: {item['function_name']} ---\")\n",
    "    print(item['starter_code'][:600])\n",
    "    print(\"...\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dataset IDs:     2044\n",
      "Starter code IDs: 1104\n",
      "Python test IDs:  2641\n",
      "\n",
      "Missing starter code (1166): [4, 8, 16, 18, 29, 30, 31, 37, 44, 51, 52, 68, 72, 87, 89, 91, 93, 99, 127, 131, 132, 141, 160, 161, 162, 163, 164, 171, 172, 174, 186, 188, 219, 220, 221, 223, 224, 227, 233, 234, 239, 245, 246, 247, 248, 249, 259, 261, 266, 270, 276, 293, 299, 305, 309, 310, 311, 313, 314, 316, 318, 319, 320, 323, 328, 329, 330, 331, 332, 340, 349, 357, 358, 360, 363, 365, 369, 370, 375, 376, 377, 383, 387, 393, 400, 407, 408, 410, 412, 413, 414, 419, 422, 424, 434, 435, 436, 444, 447, 453, 455, 464, 466, 476, 480, 482, 487, 503, 506, 507, 514, 516, 517, 518, 520, 522, 523, 525, 527, 531, 533, 537, 541, 544, 545, 554, 555, 562, 563, 575, 576, 600, 609, 628, 629, 630, 634, 636, 638, 640, 644, 647, 657, 664, 678, 680, 683, 684, 685, 689, 692, 698, 699, 700, 701, 714, 721, 723, 727, 741, 742, 743, 747, 750, 753, 754, 755, 757, 760, 761, 765, 779, 781, 782, 788, 801, 805, 807, 809, 810, 813, 815, 825, 826, 829, 830, 831, 832, 833, 834, 835, 836, 837, 838, 839, 846, 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3014, 3015, 3016, 3024, 3026, 3028, 3029, 3032, 3033, 3034, 3038, 3039, 3040, 3042, 3043, 3044, 3045, 3048, 3062, 3063, 3065, 3067, 3071, 3072, 3073, 3076, 3077, 3078, 3079, 3080, 3081, 3082, 3083, 3084, 3086, 3088, 3090, 3092, 3093, 3096, 3098, 3099, 3101, 3102, 3104, 3105, 3106, 3107, 3108, 3109, 3112, 3113, 3114, 3115, 3116, 3117, 3120, 3121, 3122, 3123, 3125, 3127, 3128, 3131, 3132, 3133, 3134, 3135, 3137, 3138, 3141, 3142, 3143, 3144, 3146, 3148, 3149, 3151, 3152, 3153, 3154, 3155, 3157, 3158, 3159, 3160, 3162, 3163, 3164, 3165, 3167, 3168, 3171, 3173, 3174, 3175, 3176, 3177, 3178, 3179, 3180, 3181, 3183, 3184, 3185, 3189, 3191, 3192, 3193, 3196, 3199, 3200, 3205, 3206, 3207, 3208, 3209, 3210, 3211, 3213, 3215, 3221, 3222, 3223, 3229, 3232, 3233, 3237, 3238, 3239, 3240]\n",
      "\n",
      "Missing python tests (0): []\n",
      "\n",
      "Will be converted (878): [1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 32, 33, 34, 35, 36, 38, 39, 40, 41, 42, 43, 45, 46, 47, 48, 49, 50, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 69, 70, 71, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 88, 90, 92, 94, 96, 97, 98, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 118, 119, 120, 121, 122, 123, 124, 125, 128, 129, 130, 135, 136, 137, 143, 144, 145, 148, 151, 165, 166, 167, 169, 187, 189, 190, 198, 199, 200, 205, 206, 207, 209, 213, 214, 215, 216, 217, 222, 226, 228, 231, 236, 238, 240, 242, 252, 253, 260, 268, 274, 275, 278, 283, 287, 289, 290, 292, 312, 322, 325, 326, 342, 343, 344, 345, 347, 350, 367, 386, 389, 392, 401, 403, 404, 409, 415, 416, 417, 433, 437, 440, 451, 454, 462, 467, 468, 474, 477, 481, 485, 486, 494, 496, 498, 508, 509, 515, 521, 524, 530, 532, 539, 540, 542, 543, 547, 557, 560, 561, 566, 567, 572, 573, 581, 582, 583, 594, 598, 599, 605, 611, 624, 632, 633, 637, 643, 645, 646, 648, 649, 661, 670, 673, 674, 679, 682, 687, 688, 691, 693, 696, 704, 712, 713, 717, 720, 722, 724, 728, 733, 734, 735, 739, 744, 746, 748, 756, 762, 763, 766, 768, 769, 771, 778, 783, 784, 785, 790, 799, 806, 808, 814, 822, 827, 828, 840, 841, 865, 868, 869, 871, 872, 873, 874, 875, 876, 877, 883, 884, 896, 904, 905, 907, 908, 909, 917, 920, 922, 925, 929, 936, 937, 942, 944, 946, 955, 960, 965, 966, 973, 975, 976, 977, 978, 985, 989, 994, 995, 997, 998, 999, 1007, 1008, 1009, 1010, 1013, 1014, 1015, 1016, 1019, 1022, 1036, 1037, 1038, 1042, 1052, 1061, 1062, 1094, 1101, 1102, 1106, 1109, 1128, 1143, 1155, 1161, 1168, 1171, 1184, 1186, 1189, 1197, 1199, 1200, 1202, 1216, 1218, 1227, 1229, 1249, 1257, 1266, 1267, 1276, 1277, 1278, 1281, 1282, 1283, 1289, 1290, 1292, 1295, 1297, 1298, 1302, 1304, 1305, 1309, 1313, 1317, 1326, 1328, 1329, 1339, 1351, 1353, 1354, 1356, 1359, 1366, 1367, 1380, 1385, 1387, 1390, 1392, 1394, 1399, 1403, 1404, 1408, 1411, 1414, 1415, 1417, 1422, 1423, 1426, 1432, 1436, 1437, 1441, 1442, 1450, 1455, 1458, 1460, 1465, 1466, 1470, 1475, 1488, 1491, 1493, 1497, 1498, 1502, 1504, 1512, 1513, 1523, 1524, 1526, 1528, 1529, 1534, 1545, 1559, 1561, 1572, 1578, 1582, 1583, 1588, 1590, 1592, 1594, 1595, 1599, 1608, 1611, 1616, 1647, 1657, 1658, 1662, 1671, 1672, 1678, 1679, 1680, 1684, 1689, 1694, 1695, 1697, 1700, 1701, 1702, 1704, 1706, 1708, 1710, 1717, 1726, 1727, 1728, 1732, 1733, 1742, 1749, 1750, 1751, 1758, 1760, 1768, 1771, 1780, 1781, 1784, 1785, 1788, 1790, 1791, 1792, 1796, 1800, 1805, 1807, 1812, 1822, 1827, 1828, 1832, 1837, 1844, 1848, 1855, 1858, 1862, 1863, 1870, 1877, 1878, 1880, 1881, 1885, 1886, 1888, 1891, 1894, 1897, 1898, 1899, 1901, 1909, 1918, 1920, 1929, 1930, 1935, 1936, 1944, 1945, 1946, 1947, 1959, 1967, 1970, 1971, 1975, 1979, 1984, 1991, 2000, 2003, 2006, 2009, 2011, 2012, 2016, 2024, 2027, 2028, 2032, 2037, 2040, 2042, 2044, 2048, 2053, 2054, 2057, 2063, 2079, 2083, 2099, 2103, 2105, 2106, 2107, 2108, 2110, 2114, 2119, 2124, 2125, 2126, 2128, 2130, 2132, 2134, 2136, 2140, 2141, 2147, 2154, 2155, 2163, 2165, 2169, 2176, 2177, 2178, 2181, 2191, 2196, 2197, 2200, 2201, 2206, 2208, 2209, 2210, 2211, 2212, 2215, 2216, 2219, 2220, 2221, 2240, 2243, 2244, 2251, 2255, 2257, 2273, 2278, 2279, 2283, 2287, 2293, 2294, 2299, 2300, 2302, 2303, 2304, 2309, 2311, 2315, 2316, 2319, 2322, 2323, 2327, 2331, 2341, 2342, 2347, 2348, 2351, 2357, 2358, 2359, 2360, 2363, 2364, 2366, 2374, 2379, 2383, 2389, 2390, 2391, 2395, 2396, 2399, 2401, 2404, 2405, 2410, 2411, 2412, 2413, 2414, 2415, 2418, 2419, 2429, 2432, 2433, 2434, 2435, 2436, 2437, 2438, 2441, 2442, 2443, 2444, 2446, 2448, 2451, 2452, 2455, 2460, 2465, 2469, 2471, 2475, 2477, 2481, 2482, 2483, 2485, 2490, 2491, 2492, 2500, 2506, 2511, 2512, 2516, 2520, 2525, 2528, 2529, 2530, 2534, 2535, 2536, 2537, 2540, 2541, 2544, 2545, 2546, 2549, 2553, 2554, 2558, 2561, 2562, 2566, 2567, 2570, 2573, 2574, 2575, 2576, 2578, 2579, 2582, 2586, 2587, 2588, 2589, 2591, 2595, 2598, 2600, 2605, 2609, 2610, 2614, 2616, 2639, 2643, 2644, 2652, 2654, 2655, 2656, 2660, 2661, 2664, 2670, 2678, 2680, 2682, 2683, 2696, 2697, 2706, 2707, 2710, 2712, 2716, 2717, 2732, 2733, 2734, 2735, 2739, 2740, 2741, 2742, 2749, 2785, 2787, 2798, 2799, 2800, 2810, 2811, 2812, 2828, 2829, 2839, 2840, 2843, 2845, 2864, 2872, 2873, 2874, 2894, 2898, 2899, 2900, 2901, 2903, 2904, 2906, 2907, 2921, 2929, 2942, 2943, 2946, 2947, 2948, 2950, 2955, 2960, 2966, 2967, 2974, 2975, 2976, 2977, 2979, 2999, 3000, 3001, 3005, 3010, 3013, 3018, 3019, 3020, 3021, 3025, 3027, 3046, 3047, 3066, 3068, 3069, 3070, 3074, 3075, 3085, 3091, 3095, 3097, 3100, 3110, 3111, 3119, 3129, 3130, 3136, 3147, 3169, 3170, 3186, 3187, 3190, 3194, 3195, 3197, 3201, 3202, 3203, 3212, 3216, 3217, 3218, 3219, 3224, 3226, 3227, 3228, 3231, 3234, 3235]\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "def load_ids(path, key=\"problem_id\"):\n",
    "    ids = set()\n",
    "    with open(path) as f:\n",
    "        for line in f:\n",
    "            data = json.loads(line)\n",
    "            ids.add(data[key])\n",
    "    return ids\n",
    "dataset_ids   = load_ids(\"/teamspace/studios/this_studio/dataset/complexity_reasoning_data/dataset.jsonl\")\n",
    "starter_ids   = load_ids(\"/teamspace/studios/this_studio/dataset/complexity_reasoning_data/starter_codes.jsonl\")\n",
    "tests_ids     = load_ids(\"/teamspace/studios/this_studio/dataset/complexity_reasoning_data/python_tests.jsonl\")\n",
    "missing_starter = dataset_ids - starter_ids\n",
    "missing_tests   = dataset_ids - tests_ids\n",
    "will_convert    = dataset_ids & starter_ids & tests_ids\n",
    "print(f\"Dataset IDs:     {len(dataset_ids)}\")\n",
    "print(f\"Starter code IDs: {len(starter_ids)}\")\n",
    "print(f\"Python test IDs:  {len(tests_ids)}\")\n",
    "print(f\"\\nMissing starter code ({len(missing_starter)}): {sorted(missing_starter)}\")\n",
    "print(f\"\\nMissing python tests ({len(missing_tests)}): {sorted(missing_tests)}\")\n",
    "print(f\"\\nWill be converted ({len(will_convert)}): {sorted(will_convert)}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Checking 1141 files in rust_solutions...\n",
      "\n",
      "⚠️  Skipped (no impl Solution): 0146.LRU Cache.rs — found: ['Node', 'LRUCache']\n",
      "⚠️  Skipped (no impl Solution): 0155.Min Stack.rs — found: ['MinStack']\n",
      "⚠️  Skipped (no impl Solution): 0173.Binary Search Tree Iterator.rs — found: ['TreeNode', 'BSTIterator']\n",
      "⚠️  Skipped (no impl Solution): 0208.Implement Trie (Prefix Tree).rs — found: ['TrieNode', 'Trie']\n",
      "⚠️  Skipped (no impl Solution): 0225.Implement Stack using Queues.rs — found: ['MyStack']\n",
      "⚠️  Skipped (no impl Solution): 0232.Implement Queue using Stacks.rs — found: ['MyQueue']\n",
      "⚠️  Skipped (no impl Solution): 0281.Zigzag Iterator.rs — found: ['ZigzagIterator']\n",
      "⚠️  Skipped (no impl Solution): 0295.Find Median from Data Stream.rs — found: ['MedianFinder']\n",
      "⚠️  Skipped (no impl Solution): 0303.Range Sum Query - Immutable.rs — found: ['NumArray']\n",
      "⚠️  Skipped (no impl Solution): 0304.Range Sum Query 2D - Immutable.rs — found: ['NumMatrix']\n",
      "⚠️  Skipped (no impl Solution): 0341.Flatten Nested List Iterator.rs — found: ['NestedIterator']\n",
      "⚠️  Skipped (no impl Solution): 0362.Design Hit Counter.rs — found: ['HitCounter']\n",
      "⚠️  Skipped (no impl Solution): 0380.Insert Delete GetRandom O(1).rs — found: ['RandomizedSet']\n",
      "⚠️  Skipped (no impl Solution): 0460.LFU Cache.rs — found: ['Node', 'LinkedList', 'LFUCache']\n",
      "⚠️  Skipped (no impl Solution): 0622.Design Circular Queue.rs — found: ['MyCircularQueue']\n",
      "⚠️  Skipped (no impl Solution): 0676.Implement Magic Dictionary.rs — found: ['Trie', 'MagicDictionary']\n",
      "⚠️  Skipped (no impl Solution): 0677.Map Sum Pairs.rs — found: ['Trie', 'MapSum']\n",
      "⚠️  Skipped (no impl Solution): 0707.Design Linked List.rs — found: ['MyLinkedList']\n",
      "⚠️  Skipped (no impl Solution): 0729.My Calendar I.rs — found: ['MyCalendar']\n",
      "⚠️  Skipped (no impl Solution): 0901.Online Stock Span.rs — found: ['StockSpanner']\n",
      "⚠️  Skipped (no impl Solution): 0933.Number of Recent Calls.rs — found: ['RecentCounter']\n",
      "⚠️  Skipped (no impl Solution): 1244.Design A Leaderboard.rs — found: ['Leaderboard']\n",
      "⚠️  Skipped (no impl Solution): 1570.Dot Product of Two Sparse Vectors.rs — found: ['SparseVector']\n",
      "⚠️  Skipped (no impl Solution): 1603.Design Parking System.rs — found: ['ParkingSystem']\n",
      "⚠️  Skipped (no impl Solution): 1656.Design an Ordered Stream.rs — found: ['OrderedStream']\n",
      "⚠️  Skipped (no impl Solution): 1797.Design Authentication Manager.rs — found: ['AuthenticationManager']\n",
      "⚠️  Skipped (no impl Solution): 1865.Finding Pairs With a Certain Sum.rs — found: ['FindSumPairs']\n",
      "⚠️  Skipped (no impl Solution): 2043.Simple Bank System.rs — found: ['Bank']\n",
      "⚠️  Skipped (no impl Solution): 2080.Range Frequency Queries.rs — found: ['RangeFreqQuery']\n",
      "⚠️  Skipped (no impl Solution): 2296.Design a Text Editor.rs — found: ['TextEditor']\n",
      "⚠️  Skipped (no impl Solution): 2336.Smallest Number in Infinite Set.rs — found: ['SmallestInfiniteSet']\n",
      "⚠️  Skipped (no impl Solution): 2349.Design a Number Container System.rs — found: ['NumberContainers']\n",
      "⚠️  Skipped (no impl Solution): 2590.Design a Todo List.rs — found: ['TodoList']\n",
      "⚠️  Skipped (no impl Solution): 2671.Frequency Tracker.rs — found: ['FrequencyTracker']\n",
      "⚠️  Skipped (no impl Solution): 3484.Design Spreadsheet.rs — found: ['Spreadsheet']\n",
      "⚠️  Skipped (no impl Solution): 3508.Implement Router.rs — found: ['Router']\n",
      "⚠️  Skipped (no impl Solution): 3822.Design Order Management System.rs — found: ['OrderManagementSystem']\n",
      "\n",
      "==============================\n",
      "       FINAL SUMMARY\n",
      "==============================\n",
      "Total Files Scanned:  1141\n",
      "✅ Valid Solutions:    1104\n",
      "❌ No 'impl Solution': 37\n",
      "⚠️  Pattern Mismatch:  0\n",
      "Total Skipped:        37\n",
      "==============================\n"
     ]
    }
   ],
   "source": [
    "import re\n",
    "from pathlib import Path\n",
    "\n",
    "# Define the path to your folder\n",
    "solutions_dir = Path(\"/teamspace/studios/this_studio/dataset/complexity_reasoning_data/rust_solutions\")\n",
    "\n",
    "# Get all .rs files and sort them\n",
    "rs_files = sorted(solutions_dir.glob(\"*.rs\"))\n",
    "\n",
    "# --- Initialize Counters ---\n",
    "total_files = len(rs_files)\n",
    "skipped_no_impl = 0\n",
    "skipped_pattern_mismatch = 0\n",
    "valid_count = 0\n",
    "\n",
    "print(f\"Checking {total_files} files in {solutions_dir.name}...\\n\")\n",
    "\n",
    "for rs_file in rs_files:\n",
    "    content = rs_file.read_text()\n",
    "    \n",
    "    if \"impl Solution\" not in content:\n",
    "        impl_matches = re.findall(r\"impl\\s+(\\w+)\", content)\n",
    "        print(f\"⚠️  Skipped (no impl Solution): {rs_file.name} — found: {impl_matches}\")\n",
    "        skipped_no_impl += 1\n",
    "        \n",
    "    elif not re.search(r\"impl\\s+Solution\\s*\\{\", content):\n",
    "        print(f\"❓  Skipped (pattern mismatch): {rs_file.name}\")\n",
    "        skipped_pattern_mismatch += 1\n",
    "        \n",
    "    else:\n",
    "        valid_count += 1\n",
    "\n",
    "# --- Final Summary ---\n",
    "print(\"\\n\" + \"=\"*30)\n",
    "print(\"       FINAL SUMMARY\")\n",
    "print(\"=\"*30)\n",
    "print(f\"Total Files Scanned:  {total_files}\")\n",
    "print(f\"✅ Valid Solutions:    {valid_count}\")\n",
    "print(f\"❌ No 'impl Solution': {skipped_no_impl}\")\n",
    "print(f\"⚠️  Pattern Mismatch:  {skipped_pattern_mismatch}\")\n",
    "print(f\"Total Skipped:        {skipped_no_impl + skipped_pattern_mismatch}\")\n",
    "print(\"=\"*30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files with trailing comments after impl Solution: 0\n",
      "\n",
      "Files with multiple impl blocks: 0\n",
      "\n",
      "Files with multiple functions in impl Solution: 0\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import re\n",
    "from pathlib import Path\n",
    "RUST_SOLUTIONS_DIR = Path(\"/media/tm23/NewVolume/rust_dataset/complexity_reasoning_data/rust_solutions/\")\n",
    "files_with_trailing_comments = []\n",
    "files_with_multiple_impl = []\n",
    "files_with_multiple_funcs = []\n",
    "for rs_file in sorted(RUST_SOLUTIONS_DIR.glob(\"*.rs\")):\n",
    "    content = rs_file.read_text()\n",
    "    if \"impl Solution\" not in content:\n",
    "        continue\n",
    "    # Check for multiple impl blocks\n",
    "    impl_blocks = list(re.finditer(r\"impl\\s+\\w+\\s*\\{\", content))\n",
    "    if len(impl_blocks) > 1:\n",
    "        impl_names = [re.search(r\"impl\\s+(\\w+)\", m.group()).group(1) for m in impl_blocks]\n",
    "        files_with_multiple_impl.append({\n",
    "            \"file\": rs_file.name,\n",
    "            \"impls\": impl_names,\n",
    "        })\n",
    "    # Check for trailing content after impl Solution block\n",
    "    impl_match = re.search(r\"impl\\s+Solution\\s*\\{\", content)\n",
    "    if impl_match:\n",
    "        # Find matching closing brace\n",
    "        depth = 0\n",
    "        i = impl_match.end() - 1\n",
    "        while i < len(content):\n",
    "            if content[i] == '{':\n",
    "                depth += 1\n",
    "            elif content[i] == '}':\n",
    "                depth -= 1\n",
    "                if depth == 0:\n",
    "                    impl_end = i\n",
    "                    break\n",
    "            i += 1\n",
    "        else:\n",
    "            impl_end = len(content)\n",
    "        trailing = content[impl_end + 1:].strip()\n",
    "        if trailing:\n",
    "            # Check if it has actual content (not just whitespace)\n",
    "            lines = [l for l in trailing.splitlines() if l.strip() and not l.strip().startswith(\"//\")]\n",
    "            comment_lines = [l for l in trailing.splitlines() if l.strip().startswith(\"//\")]\n",
    "            if comment_lines or lines:\n",
    "                files_with_trailing_comments.append({\n",
    "                    \"file\": rs_file.name,\n",
    "                    \"trailing\": trailing[:300],\n",
    "                    \"has_code\": bool(lines),\n",
    "                    \"comment_count\": len(comment_lines),\n",
    "                })\n",
    "    # Check for multiple functions in impl Solution\n",
    "    impl_start = impl_match.start() if impl_match else 0\n",
    "    impl_block = content[impl_start:impl_end + 1] if impl_match else \"\"\n",
    "    fn_matches = re.findall(r\"(?:pub\\s+)?fn\\s+(\\w+)\", impl_block)\n",
    "    if len(fn_matches) > 1:\n",
    "        files_with_multiple_funcs.append({\n",
    "            \"file\": rs_file.name,\n",
    "            \"functions\": fn_matches,\n",
    "        })\n",
    "print(f\"Files with trailing comments after impl Solution: {len(files_with_trailing_comments)}\")\n",
    "for item in files_with_trailing_comments[:10]:\n",
    "    print(f\"  {item['file']} — {item['comment_count']} comment lines, has_code={item['has_code']}\")\n",
    "    print(f\"    Trailing: {item['trailing'][:150]}\")\n",
    "if len(files_with_trailing_comments) > 10:\n",
    "    print(f\"  ... and {len(files_with_trailing_comments) - 10} more\")\n",
    "print(f\"\\nFiles with multiple impl blocks: {len(files_with_multiple_impl)}\")\n",
    "for item in files_with_multiple_impl[:10]:\n",
    "    print(f\"  {item['file']} — impls: {item['impls']}\")\n",
    "if len(files_with_multiple_impl) > 10:\n",
    "    print(f\"  ... and {len(files_with_multiple_impl) - 10} more\")\n",
    "print(f\"\\nFiles with multiple functions in impl Solution: {len(files_with_multiple_funcs)}\")\n",
    "for item in files_with_multiple_funcs[:10]:\n",
    "    print(f\"  {item['file']} — functions: {item['functions']}\")\n",
    "if len(files_with_multiple_funcs) > 10:\n",
    "    print(f\"  ... and {len(files_with_multiple_funcs) - 10} more\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "language": "python",
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  "language_info": {
   "name": "python",
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