Eval2_Starcoder2_3b.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1jUkmrJoAp2C",
        "outputId": "fbe2ac34-5e54-48d1-cf44-39ea676f3192"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting datasets\n",
            "  Downloading datasets-2.19.2-py3-none-any.whl (542 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m542.1/542.1 kB\u001b[0m \u001b[31m3.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from datasets) (3.14.0)\n",
            "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from datasets) (1.25.2)\n",
            "Requirement already satisfied: pyarrow>=12.0.0 in /usr/local/lib/python3.10/dist-packages (from datasets) (16.1.0)\n",
            "Collecting pyarrow-hotfix (from datasets)\n",
            "  Downloading pyarrow_hotfix-0.6-py3-none-any.whl (7.9 kB)\n",
            "Collecting dill<0.3.9,>=0.3.0 (from datasets)\n",
            "  Downloading dill-0.3.8-py3-none-any.whl (116 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m9.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from datasets) (2.0.3)\n",
            "Collecting requests>=2.32.1 (from datasets)\n",
            "  Downloading requests-2.32.3-py3-none-any.whl (64 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m64.9/64.9 kB\u001b[0m \u001b[31m7.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: tqdm>=4.62.1 in /usr/local/lib/python3.10/dist-packages (from datasets) (4.66.4)\n",
            "Collecting xxhash (from datasets)\n",
            "  Downloading xxhash-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (194 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m194.1/194.1 kB\u001b[0m \u001b[31m17.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting multiprocess (from datasets)\n",
            "  Downloading multiprocess-0.70.16-py310-none-any.whl (134 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m13.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting fsspec[http]<=2024.3.1,>=2023.1.0 (from datasets)\n",
            "  Downloading fsspec-2024.3.1-py3-none-any.whl (171 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m172.0/172.0 kB\u001b[0m \u001b[31m17.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting aiohttp (from datasets)\n",
            "  Downloading aiohttp-3.9.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.2/1.2 MB\u001b[0m \u001b[31m20.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: huggingface-hub>=0.21.2 in /usr/local/lib/python3.10/dist-packages (from datasets) (0.23.2)\n",
            "Requirement already satisfied: packaging in /usr/local/lib/python3.10/dist-packages (from datasets) (24.0)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from datasets) (6.0.1)\n",
            "Collecting aiosignal>=1.1.2 (from aiohttp->datasets)\n",
            "  Downloading aiosignal-1.3.1-py3-none-any.whl (7.6 kB)\n",
            "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (23.2.0)\n",
            "Collecting frozenlist>=1.1.1 (from aiohttp->datasets)\n",
            "  Downloading frozenlist-1.4.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (239 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m239.5/239.5 kB\u001b[0m \u001b[31m21.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting multidict<7.0,>=4.5 (from aiohttp->datasets)\n",
            "  Downloading multidict-6.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (124 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m124.3/124.3 kB\u001b[0m \u001b[31m13.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting yarl<2.0,>=1.0 (from aiohttp->datasets)\n",
            "  Downloading yarl-1.9.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (301 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m301.6/301.6 kB\u001b[0m \u001b[31m26.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting async-timeout<5.0,>=4.0 (from aiohttp->datasets)\n",
            "  Downloading async_timeout-4.0.3-py3-none-any.whl (5.7 kB)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.21.2->datasets) (4.12.1)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets) (3.7)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.32.1->datasets) (2024.6.2)\n",
            "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets) (2.9.0.post0)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets) (2024.1)\n",
            "Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets) (2024.1)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas->datasets) (1.16.0)\n",
            "Installing collected packages: xxhash, requests, pyarrow-hotfix, multidict, fsspec, frozenlist, dill, async-timeout, yarl, multiprocess, aiosignal, aiohttp, datasets\n",
            "  Attempting uninstall: requests\n",
            "    Found existing installation: requests 2.31.0\n",
            "    Uninstalling requests-2.31.0:\n",
            "      Successfully uninstalled requests-2.31.0\n",
            "  Attempting uninstall: fsspec\n",
            "    Found existing installation: fsspec 2024.5.0\n",
            "    Uninstalling fsspec-2024.5.0:\n",
            "      Successfully uninstalled fsspec-2024.5.0\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "google-colab 1.0.0 requires requests==2.31.0, but you have requests 2.32.3 which is incompatible.\u001b[0m\u001b[31m\n",
            "\u001b[0mSuccessfully installed aiohttp-3.9.5 aiosignal-1.3.1 async-timeout-4.0.3 datasets-2.19.2 dill-0.3.8 frozenlist-1.4.1 fsspec-2024.3.1 multidict-6.0.5 multiprocess-0.70.16 pyarrow-hotfix-0.6 requests-2.32.3 xxhash-3.4.1 yarl-1.9.4\n"
          ]
        }
      ],
      "source": [
        "!pip install datasets"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_Je202BFI-Wy",
        "outputId": "566aea27-e463-4b32-c5c7-605bacfe8e4e"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Evaluating bigcode/starcoder2-3b\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n",
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     for idx, elem in enumerate(numbers):\n",
            "        for idx2, elem2 in enumerate(numbers):\n",
            "            if idx != idx2:\n",
            "                distance = abs(elem - elem2)\n",
            "                if distance < threshold:\n",
            "                    return True\n",
            "\n",
            "    return False\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "    for i in range(len(numbers)):\n",
            "        for j in range(i + 1, len(numbers)):\n",
            "            if abs(numbers[i] - numbers[j]) < threshold:\n",
            "                return True\n",
            "    return False\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "    for i in range(len(numbers)):\n",
            "        for j in range(i + 1, len(numbers)):\n",
            "            if abs(numbers[i] - numbers[j]) < threshold:\n",
            "                return True\n",
            "    return False\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "    for i in range(len(numbers)):\n",
            "        for j in range(i + 1, len(numbers)):\n",
            "            if abs(numbers[i] - numbers[j]) < threshold:\n",
            "                return True\n",
            "    return False\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "    for i in range(len(numbers)):\n",
            "        for j in range(i + 1, len(numbers)):\n",
            "            if abs(numbers[i] - numbers[j]) < threshold:\n",
            "                return True\n",
            "    return False\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "    given threshold.\n",
            "    >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n",
            "    False\n",
            "    >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n",
            "    True\n",
            "    \"\"\"\n",
            "    for i in range(len(numbers)):\n",
            "        for j in range(i + 1, len(numbers)):\n",
            "            if abs(numbers[i] - numbers[j]) < threshold:\n",
            "                return True\n",
            "    return False\n",
            "\n",
            "def has_close_elements(numbers: List[float], threshold: float) -> bool:\n",
            "    \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     result = []\n",
            "    current_string = []\n",
            "    current_depth = 0\n",
            "\n",
            "    for c in paren_string:\n",
            "        if c == '(':\n",
            "            current_depth += 1\n",
            "            current_string.append(c)\n",
            "        elif c == ')':\n",
            "            current_depth -= 1\n",
            "            current_string.append(c)\n",
            "\n",
            "            if current_depth == 0:\n",
            "                result.append(''.join(current_string))\n",
            "                current_string.clear()\n",
            "\n",
            "    return result\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to\n",
            "    separate those group into separate strings and return the list of those.\n",
            "    Separate groups are balanced (each open brace is properly closed) and not nested within each other\n",
            "    Ignore any spaces in the input string.\n",
            "    >>> separate_paren_groups('( ) (( )) (( )( ))')\n",
            "    ['()', '(())', '(()())']\n",
            "    \"\"\"\n",
            "    # TODO: Implement this function\n",
            "    pass\n",
            "\n",
            "def separate_paren_groups(paren_string: str) -> List[str]:\n",
            "    \"\"\" Input to this function is a string\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return number % 1.0\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "    and integer part (largest integer smaller than given number) and decimals\n",
            "    (leftover part always smaller than 1).\n",
            "\n",
            "    Return the decimal part of the number.\n",
            "    >>> truncate_number(3.5)\n",
            "    0.5\n",
            "    \"\"\"\n",
            "    return number - int(number)\n",
            "\n",
            "def truncate_number(number: float) -> float:\n",
            "    \"\"\" Given a positive floating point number, it can be decomposed into\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def below_zero(operations: List[int]) -> bool:\n",
            "    \"\"\" You're given a list of deposit and withdrawal operations on a bank account that starts with\n",
            "    zero balance. Your task is to detect if at any point the balance of account fallls below zero, and\n",
            "    at that point function should return True. Otherwise it should return False.\n",
            "    >>> below_zero([1, 2, 3])\n",
            "    False\n",
            "    >>> below_zero([1, 2, -4, 5])\n",
            "    True\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     balance = 0\n",
            "\n",
            "    for op in operations:\n",
            "        balance += op\n",
            "        if balance < 0:\n",
            "            return True\n",
            "\n",
            "    return False\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def below_zero(operations: List[int]) -> bool:\n",
            "    \"\"\" You're given a list of deposit and withdrawal operations on a bank account that starts with\n",
            "    zero balance. Your task is to detect if at any point the balance of account fallls below zero, and\n",
            "    at that point function should return True. Otherwise it should return False.\n",
            "    >>> below_zero([1, 2, 3])\n",
            "    False\n",
            "    >>> below_zero([1, 2, -4, 5])\n",
            "    True\n",
            "    \"\"\"\n",
            "/python/001_010/007_reverse_integer.py\n",
            "\"\"\"\n",
            "Given a 32-bit signed integer, reverse digits of an integer.\n",
            "\n",
            "Example 1:\n",
            "\n",
            "Input: 123\n",
            "Output: 321\n",
            "Example 2:\n",
            "\n",
            "Input: -123\n",
            "Output: -321\n",
            "Example 3:\n",
            "\n",
            "Input: 120\n",
            "Output: 21\n",
            "Note:\n",
            "Assume we are dealing with an environment which could only store integers within the 32-bit signed\n",
            "integer range: [−231,  231 − 1]. For the purpose of this problem, assume that your function returns 0\n",
            "when the reversed integer overflows.\n",
            "\"\"\"\n",
            "\n",
            "\n",
            "def reverse(x: int) -> int:\n",
            "    \"\"\"\n",
            "    >>> reverse(123)\n",
            "    321\n",
            "    >>> reverse(-123)\n",
            "    -321\n",
            "    >>> reverse(120)\n",
            "    21\n",
            "    >>> reverse(1534236469)\n",
            "    0\n",
            "    \"\"\"\n",
            "    if x < 0:\n",
            "        return -reverse(-x)\n",
            "    else:\n",
            "        return int(str(x)[::-1])\n",
            "\n",
            "\n",
            "if __name__ == '__main__':\n",
            "    import doctest\n",
            "\n",
            "    doctest.testmod()\n",
            "/python/001_010/009_palindrome_number.py\n",
            "\"\"\"\n",
            "Determine whether an integer is a palindrome. An integer is a palindrome when it reads the same\n",
            "backward as forward.\n",
            "\n",
            "Example 1:\n",
            "\n",
            "Input: 121\n",
            "Output: true\n",
            "Example 2:\n",
            "\n",
            "Input: -121\n",
            "Output: false\n",
            "Explanation: From left to right, it reads -121. From right to left, it becomes 121-. Therefore it\n",
            "is not a palindrome.\n",
            "Example 3:\n",
            "\n",
            "Input: 10\n",
            "Output: false\n",
            "Explanation: Reads 01 from right to left. Therefore it is not a palindrome.\n",
            "Follow up:\n",
            "\n",
            "Coud you solve it without converting the integer to a string?\n",
            "\"\"\"\n",
            "\n",
            "\n",
            "def is_palindrome(x: int) -> bool:\n",
            "    \"\"\"\n",
            "    >>> is_palindrome(121)\n",
            "    True\n",
            "    >>> is_palindrome(-121)\n",
            "    False\n",
            "    >>> is_palindrome(10)\n",
            "    False\n",
            "    >>> is_palindrome(1534236469)\n",
            "    True\n",
            "    \"\"\"\n",
            "    if x < 0:\n",
            "        return False\n",
            "    elif x == 0:\n",
            "        return True\n",
            "    else:\n",
            "        return x == int(str(x)[::-1])\n",
            "\n",
            "\n",
            "if __name__ == '__main__':\n",
            "    import doctest\n",
            "\n",
            "    doctest.testmod()\n",
            "/python/011_020/015_3sum.py\n",
            "\"\"\"\n",
            "Given an array nums of n integers, are there elements a, b, c in nums such that a + b + c = 0?\n",
            "Find all unique triplets in the array which gives the sum of zero.\n",
            "\n",
            "Note:\n",
            "\n",
            "The solution set must not contain duplicate triplets.\n",
            "\n",
            "Example:\n",
            "\n",
            "Given array nums = [-1, 0, 1, 2, -1, -4],\n",
            "\n",
            "A solution set is:\n",
            "[\n",
            "  [-1, 0, 1],\n",
            "  [-1, -1, 2]\n",
            "]\n",
            "\"\"\"\n",
            "from typing import List\n",
            "\n",
            "\n",
            "def three_sum(nums: List[int]) -> List[List[int]]:\n",
            "    \"\"\"\n",
            "    >>> three_sum([-1, 0, 1, 2, -1, -4])\n",
            "    [[-1, -1, 2], [-1, 0, 1]]\n",
            "    \"\"\"\n",
            "    nums.sort()\n",
            "    result = []\n",
            "    for i in range(len(nums) - 2):\n",
            "        if i > 0 and nums[i] == nums[i - 1]:\n",
            "            continue\n",
            "        left = i + 1\n",
            "        right = len(nums) - 1\n",
            "        while left <\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def mean_absolute_deviation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Mean Absolute Deviation\n",
            "    around the mean of this dataset.\n",
            "    Mean Absolute Deviation is the average absolute difference between each\n",
            "    element and a centerpoint (mean in this case):\n",
            "    MAD = average | x - x_mean |\n",
            "    >>> mean_absolute_deviation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     mean = sum(numbers) / len(numbers)\n",
            "    return sum(abs(x - mean) for x in numbers) / len(numbers)\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def mean_absolute_deviation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Mean Absolute Deviation\n",
            "    around the mean of this dataset.\n",
            "    Mean Absolute Deviation is the average absolute difference between each\n",
            "    element and a centerpoint (mean in this case):\n",
            "    MAD = average | x - x_mean |\n",
            "    >>> mean_absolute_deviation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def median_absolute_deviation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Median Absolute Deviation\n",
            "    around the median of this dataset.\n",
            "    Median Absolute Deviation is the average absolute difference between each\n",
            "    element and a centerpoint (median in this case):\n",
            "    MAD = average | x - x_median |\n",
            "    >>> median_absolute_deviation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def standard_deviation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Standard Deviation\n",
            "    around the mean of this dataset.\n",
            "    Standard Deviation is the square root of the average of the squared\n",
            "    differences from the mean:\n",
            "    SD = sqrt(average (x - x_mean)^2)\n",
            "    >>> standard_deviation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def variance(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Variance\n",
            "    around the mean of this dataset.\n",
            "    Variance is the average of the squared differences from the mean:\n",
            "    Var = average (x - x_mean)^2\n",
            "    >>> variance([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def interquartile_range(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Interquartile Range\n",
            "    around the median of this dataset.\n",
            "    Interquartile Range is the difference between the 75th and 25th percentile\n",
            "    of the dataset:\n",
            "    IQR = x_75th - x_25th\n",
            "    >>> interquartile_range([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def coefficient_of_variation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Coefficient of Variation\n",
            "    around the mean of this dataset.\n",
            "    Coefficient of Variation is the ratio of the standard deviation to the\n",
            "    mean:\n",
            "    CV = SD / mean\n",
            "    >>> coefficient_of_variation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def skewness(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Skewness\n",
            "    around the mean of this dataset.\n",
            "    Skewness is the third central moment divided by the cube of the standard\n",
            "    deviation:\n",
            "    Skewness = 3 * (x_mean - x_median) / SD\n",
            "    >>> skewness([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def kurtosis(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Kurtosis\n",
            "    around the mean of this dataset.\n",
            "    Kurtosis is the fourth central moment divided by the fourth power of the\n",
            "    standard deviation:\n",
            "    Kurtosis = 4 * (x_mean - x_median)^2 / SD^4\n",
            "    >>> kurtosis([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def quartile_deviation(numbers: List[float]) -> float:\n",
            "    \"\"\" For a given list of input numbers, calculate Quartile Deviation\n",
            "    around the median of this dataset.\n",
            "    Quartile Deviation is the difference between the 75th and 25th percentile\n",
            "    of the dataset:\n",
            "    QD = x_75th - x_25th\n",
            "    >>> quartile_deviation([1.0, 2.0, 3.0, 4.0])\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "def quartile_coefficient(numbers: List[float]) -> float:\n",
            "    \"\"\" For a\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     if not numbers:\n",
            "        return []\n",
            "\n",
            "    result = []\n",
            "\n",
            "    for n in numbers[:-1]:\n",
            "        result.append(n)\n",
            "        result.append(delimeter)\n",
            "\n",
            "    result.append(numbers[-1])\n",
            "\n",
            "    return result\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + [delimeter] + intersperse(numbers[1:], delimeter)\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([1, 2, 3], 4)\n",
            "    [1, 4, 2, 4, 3]\n",
            "    \"\"\"\n",
            "    if not numbers:\n",
            "        return []\n",
            "    return [numbers[0]] + intersperse(numbers[1:], delimeter) + [delimeter]\n",
            "\n",
            "def intersperse(numbers: List[int], delimeter: int) -> List[int]:\n",
            "    \"\"\" Insert a number 'delimeter' between every two consecutive elements of input list `numbers'\n",
            "    >>> intersperse([], 4)\n",
            "    []\n",
            "    >>> intersperse([\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def parse_nested_parens(paren_string: str) -> List[int]:\n",
            "    \"\"\" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.\n",
            "    For each of the group, output the deepest level of nesting of parentheses.\n",
            "    E.g. (()()) has maximum two levels of nesting while ((())) has three.\n",
            "\n",
            "    >>> parse_nested_parens('(()()) ((())) () ((())()())')\n",
            "    [2, 3, 1, 3]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     def parse_paren_group(s):\n",
            "        depth = 0\n",
            "        max_depth = 0\n",
            "        for c in s:\n",
            "            if c == '(':\n",
            "                depth += 1\n",
            "                max_depth = max(depth, max_depth)\n",
            "            else:\n",
            "                depth -= 1\n",
            "\n",
            "        return max_depth\n",
            "\n",
            "    return [parse_paren_group(x) for x in paren_string.split(' ') if x]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def parse_nested_parens(paren_string: str) -> List[int]:\n",
            "    \"\"\" Input to this function is a string represented multiple groups for nested parentheses separated by spaces.\n",
            "    For each of the group, output the deepest level of nesting of parentheses.\n",
            "    E.g. (()()) has maximum two levels of nesting while ((())) has three.\n",
            "\n",
            "    >>> parse_nested_parens('(()()) ((())) () ((())()())')\n",
            "    [2, 3, 1, 3]\n",
            "    \"\"\"\n",
            "/leetcode/0001-0099/0001-two-sum.py\n",
            "from typing import List\n",
            "\n",
            "\n",
            "class Solution:\n",
            "    def twoSum(self, nums: List[int], target: int) -> List[int]:\n",
            "        \"\"\"\n",
            "        Given an array of integers, return indices of the two numbers such that they add up to a specific target.\n",
            "        You may assume that each input would have exactly one solution, and you may not use the same element twice.\n",
            "        \"\"\"\n",
            "        # O(n) time, O(n) space\n",
            "        # Use a hashmap to store the complement of the target\n",
            "        # If the complement is in the hashmap, return the indices\n",
            "        # If not, add the current number to the hashmap\n",
            "        complement_map = {}\n",
            "        for i, num in enumerate(nums):\n",
            "            complement = target - num\n",
            "            if complement in complement_map:\n",
            "                return [complement_map[complement], i]\n",
            "            complement_map[num] = i\n",
            "        return []\n",
            "/leetcode/0100-0199/0101-symmetric-tree.py\n",
            "from typing import Optional\n",
            "\n",
            "\n",
            "class TreeNode:\n",
            "    def __init__(self, val=0, left=None, right=None):\n",
            "        self.val = val\n",
            "        self.left = left\n",
            "        self.right = right\n",
            "\n",
            "\n",
            "class Solution:\n",
            "    def isSymmetric(self, root: Optional[TreeNode]) -> bool:\n",
            "        \"\"\"\n",
            "        Given a binary tree, check whether it is a mirror of itself (ie, symmetric around its center).\n",
            "        \"\"\"\n",
            "        # O(n) time, O(n) space\n",
            "        # Use a stack to store the nodes in the left subtree and the right subtree\n",
            "        # If the left subtree and the right subtree are equal, pop the nodes from the stack\n",
            "        # If not, return False\n",
            "        # If the stack is empty, return True\n",
            "        if not root:\n",
            "            return True\n",
            "        stack = [root.left, root.right]\n",
            "        while stack:\n",
            "            left = stack.pop()\n",
            "            right = stack.pop()\n",
            "            if not left and not right:\n",
            "                continue\n",
            "            if not left or not right:\n",
            "                return False\n",
            "            if left.val!= right.val:\n",
            "                return False\n",
            "            stack.append(left.left)\n",
            "            stack.append(right.right)\n",
            "            stack.append(left.right)\n",
            "            stack.append(right.left)\n",
            "        return True\n",
            "/leetcode/0001-0099/0002-add-two-numbers.py\n",
            "from typing import Optional\n",
            "\n",
            "\n",
            "class ListNode:\n",
            "    def __init__(self, val=0, next=None):\n",
            "        self.val = val\n",
            "        self.next = next\n",
            "\n",
            "\n",
            "class Solution:\n",
            "    def addTwoNumbers(self, l1: Optional[ListNode], l2: Optional[ListNode]) -> Optional[ListNode]:\n",
            "        \"\"\"\n",
            "        You are given two non-empty linked lists representing two non-negative integers.\n",
            "        The digits are stored in reverse order, and each of their nodes contains a single digit.\n",
            "        Add the two numbers and return the sum as a linked list.\n",
            "        You may assume the two numbers do not contain any leading zero, except the number 0 itself.\n",
            "        \"\"\"\n",
            "        # O(n) time, O(1) space\n",
            "        # Use a dummy node to store the result\n",
            "        # Use a carry to store the carry from the previous addition\n",
            "        # If the sum is greater than 9, set the carry to 1 and the sum to the remainder\n",
            "        # If the sum is less than 10, set the carry to 0 and the sum to the sum\n",
            "        # Set the dummy node's next to the result\n",
            "        # Return the dummy node's next\n",
            "        dummy = ListNode()\n",
            "        carry = 0\n",
            "        while l1 or l2:\n",
            "            sum = carry\n",
            "            if l1:\n",
            "                sum += l1.val\n",
            "                l1 = l1.next\n",
            "            if l2:\n",
            "                sum += l2.val\n",
            "                l2 = l2.next\n",
            "            if sum > 9:\n",
            "                carry = 1\n",
            "                sum = sum % 10\n",
            "            else:\n",
            "                carry = 0\n",
            "            dummy.next = ListNode(sum)\n",
            "            dummy = dummy\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return [x for x in strings if substring in x]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s]\n",
            "\n",
            "def filter_by_substring(strings: List[str], substring: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that contain given substring\n",
            "    >>> filter_by_substring([], 'a')\n",
            "    []\n",
            "    >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'bacd', 'array']\n",
            "    \"\"\"\n",
            "    return [s for s in strings if substring in s\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def sum_product(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     sum_value = 0\n",
            "    prod_value = 1\n",
            "\n",
            "    for n in numbers:\n",
            "        sum_value += n\n",
            "        prod_value *= n\n",
            "    return sum_value, prod_value\n",
            "\n",
            "Generated Output: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def sum_product(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_2(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_3(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_4(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_5(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_6(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_7(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_8(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_9(numbers: List[int]) -> Tuple[int, int]:\n",
            "    \"\"\" For a given list of integers, return a tuple consisting of a sum and a product of all the integers in a list.\n",
            "    Empty sum should be equal to 0 and empty product should be equal to 1.\n",
            "    >>> sum_product([])\n",
            "    (0, 1)\n",
            "    >>> sum_product([1, 2, 3, 4])\n",
            "    (10, 24)\n",
            "    \"\"\"\n",
            "\n",
            "def sum_product_10(numbers: List[int\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def rolling_max(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     running_max = None\n",
            "    result = []\n",
            "\n",
            "    for n in numbers:\n",
            "        if running_max is None:\n",
            "            running_max = n\n",
            "        else:\n",
            "            running_max = max(running_max, n)\n",
            "\n",
            "        result.append(running_max)\n",
            "\n",
            "    return result\n",
            "\n",
            "Generated Output: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def rolling_max(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def rolling_max_2(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        if i > max_value:\n",
            "            max_value = i\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_3(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        max_value = max(max_value, i)\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_4(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        max_value = max(max_value, i)\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_5(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        max_value = max(max_value, i)\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_6(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        max_value = max(max_value, i)\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_7(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate a list of rolling maximum element found until given moment\n",
            "    in the sequence.\n",
            "    >>> rolling_max([1, 2, 3, 2, 3, 4, 2])\n",
            "    [1, 2, 3, 3, 3, 4, 4]\n",
            "    \"\"\"\n",
            "    max_list = []\n",
            "    max_value = numbers[0]\n",
            "    for i in numbers:\n",
            "        max_value = max(max_value, i)\n",
            "        max_list.append(max_value)\n",
            "    return max_list\n",
            "\n",
            "def rolling_max_8(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a given list of integers, generate\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def is_palindrome(string: str) -> bool:\n",
            "    \"\"\" Test if given string is a palindrome \"\"\"\n",
            "    return string == string[::-1]\n",
            "\n",
            "\n",
            "def make_palindrome(string: str) -> str:\n",
            "    \"\"\" Find the shortest palindrome that begins with a supplied string.\n",
            "    Algorithm idea is simple:\n",
            "    - Find the longest postfix of supplied string that is a palindrome.\n",
            "    - Append to the end of the string reverse of a string prefix that comes before the palindromic suffix.\n",
            "    >>> make_palindrome('')\n",
            "    ''\n",
            "    >>> make_palindrome('cat')\n",
            "    'catac'\n",
            "    >>> make_palindrome('cata')\n",
            "    'catac'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     if not string:\n",
            "        return ''\n",
            "\n",
            "    beginning_of_suffix = 0\n",
            "\n",
            "    while not is_palindrome(string[beginning_of_suffix:]):\n",
            "        beginning_of_suffix += 1\n",
            "\n",
            "    return string + string[:beginning_of_suffix][::-1]\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def is_palindrome(string: str) -> bool:\n",
            "    \"\"\" Test if given string is a palindrome \"\"\"\n",
            "    return string == string[::-1]\n",
            "\n",
            "\n",
            "def make_palindrome(string: str) -> str:\n",
            "    \"\"\" Find the shortest palindrome that begins with a supplied string.\n",
            "    Algorithm idea is simple:\n",
            "    - Find the longest postfix of supplied string that is a palindrome.\n",
            "    - Append to the end of the string reverse of a string prefix that comes before the palindromic suffix.\n",
            "    >>> make_palindrome('')\n",
            "    ''\n",
            "    >>> make_palindrome('cat')\n",
            "    'catac'\n",
            "    >>> make_palindrome('cata')\n",
            "    'catac'\n",
            "    \"\"\"\n",
            "#     if is_palindrome(string):\n",
            "#         return string\n",
            "    if len(string) == 1:\n",
            "        return string\n",
            "    if len(string) == 2:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 3:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 4:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 5:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 6:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 7:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 8:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 9:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 10:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 11:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 12:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 13:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 14:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 15:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 16:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 17:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 18:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 19:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 20:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 21:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 22:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 23:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 24:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 25:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 26:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 27:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 28:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 29:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 30:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 31:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 32:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 33:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 34:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 35:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 36:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 37:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 38:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 39:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 40:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 41:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 42:\n",
            "        return string[::-1] + string\n",
            "    if len(string) == 43\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def string_xor(a: str, b: str) -> str:\n",
            "    \"\"\" Input are two strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a string.\n",
            "    >>> string_xor('010', '110')\n",
            "    '100'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     def xor(i, j):\n",
            "        if i == j:\n",
            "            return '0'\n",
            "        else:\n",
            "            return '1'\n",
            "\n",
            "    return ''.join(xor(x, y) for x, y in zip(a, b))\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def string_xor(a: str, b: str) -> str:\n",
            "    \"\"\" Input are two strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a string.\n",
            "    >>> string_xor('010', '110')\n",
            "    '100'\n",
            "    \"\"\"\n",
            "\n",
            "def string_xor_list(a: List[str], b: List[str]) -> List[str]:\n",
            "    \"\"\" Input are two lists of strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a list of strings.\n",
            "    >>> string_xor_list(['010', '110'], ['010', '110'])\n",
            "    ['100', '000']\n",
            "    \"\"\"\n",
            "\n",
            "def string_xor_list_of_lists(a: List[List[str]], b: List[List[str]]) -> List[List[str]]:\n",
            "    \"\"\" Input are two lists of lists of strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a list of lists of strings.\n",
            "    >>> string_xor_list_of_lists([['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']])\n",
            "    [['100', '000'], ['100', '000']]\n",
            "    \"\"\"\n",
            "\n",
            "def string_xor_list_of_lists_of_lists(a: List[List[List[str]]], b: List[List[List[str]]]) -> List[List[List[str]]]:\n",
            "    \"\"\" Input are two lists of lists of lists of strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a list of lists of lists of strings.\n",
            "    >>> string_xor_list_of_lists_of_lists([[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]], [[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]])\n",
            "    [[['100', '000'], ['100', '000']], [['100', '000'], ['100', '000']]]\n",
            "    \"\"\"\n",
            "\n",
            "def string_xor_list_of_lists_of_lists_of_lists(a: List[List[List[List[str]]]], b: List[List[List[List[str]]]]) -> List[List[List[List[str]]]]:\n",
            "    \"\"\" Input are two lists of lists of lists of lists of strings a and b consisting only of 1s and 0s.\n",
            "    Perform binary XOR on these inputs and return result also as a list of lists of lists of lists of strings.\n",
            "    >>> string_xor_list_of_lists_of_lists_of_lists([[[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]], [[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]]], [[[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]], [[['010', '110'], ['010', '110']], [['010', '110'], ['010', '110']]]]])\n",
            "    [[[['100', '000'], ['100', '000']], [['100', '000'], ['100', '000']]], [[['100', '000'], ['100', '000']], [['100', '000'], ['100', '000']]]]\n",
            "    \"\"\"\n",
            "\n",
            "def string_xor_list_of_lists_of_lists_of_lists_of_lists(a: List[List[List[List[List[str]]]]\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List, Optional\n",
            "\n",
            "\n",
            "def longest(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest([])\n",
            "\n",
            "    >>> longest(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     if not strings:\n",
            "        return None\n",
            "\n",
            "    maxlen = max(len(x) for x in strings)\n",
            "    for s in strings:\n",
            "        if len(s) == maxlen:\n",
            "            return s\n",
            "\n",
            "Generated Output: from typing import List, Optional\n",
            "\n",
            "\n",
            "def longest(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest([])\n",
            "\n",
            "    >>> longest(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_filter(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_filter([])\n",
            "\n",
            "    >>> longest_with_filter(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_filter(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce([])\n",
            "\n",
            "    >>> longest_with_reduce(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_reduce(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce_and_filter(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce_and_filter([])\n",
            "\n",
            "    >>> longest_with_reduce_and_filter(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_reduce_and_filter(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce_and_filter_and_map(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce_and_filter_and_map([])\n",
            "\n",
            "    >>> longest_with_reduce_and_filter_and_map(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_reduce_and_filter_and_map(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce_and_filter_and_map_and_lambda(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda([])\n",
            "\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce_and_filter_and_map_and_lambda_and_zip(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda_and_zip([])\n",
            "\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda_and_zip(['a', 'b', 'c'])\n",
            "    'a'\n",
            "    >>> longest_with_reduce_and_filter_and_map_and_lambda_and_zip(['a', 'bb', 'ccc'])\n",
            "    'ccc'\n",
            "    \"\"\"\n",
            "\n",
            "def longest_with_reduce_and_filter_and_map_and_lambda_and_zip_and_lambda(strings: List[str]) -> Optional[str]:\n",
            "    \"\"\" Out of list of strings, return the longest one. Return the first one in case of multiple\n",
            "    strings of the same length. Return None in case the input list is empty.\n",
            "    >>> longest_with_reduce_and_filter_and_map_\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def greatest_common_divisor(a: int, b: int) -> int:\n",
            "    \"\"\" Return a greatest common divisor of two integers a and b\n",
            "    >>> greatest_common_divisor(3, 5)\n",
            "    1\n",
            "    >>> greatest_common_divisor(25, 15)\n",
            "    5\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     while b:\n",
            "        a, b = b, a % b\n",
            "    return a\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def greatest_common_divisor(a: int, b: int) -> int:\n",
            "    \"\"\" Return a greatest common divisor of two integers a and b\n",
            "    >>> greatest_common_divisor(3, 5)\n",
            "    1\n",
            "    >>> greatest_common_divisor(25, 15)\n",
            "    5\n",
            "    \"\"\"\n",
            "\n",
            "def least_common_multiple(a: int, b: int) -> int:\n",
            "    \"\"\" Return a least common multiple of two integers a and b\n",
            "    >>> least_common_multiple(3, 5)\n",
            "    15\n",
            "    >>> least_common_multiple(25, 15)\n",
            "    75\n",
            "    \"\"\"\n",
            "\n",
            "def is_prime(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a prime number, False otherwise\n",
            "    >>> is_prime(2)\n",
            "    True\n",
            "    >>> is_prime(10)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_perfect_square(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a perfect square, False otherwise\n",
            "    >>> is_perfect_square(25)\n",
            "    True\n",
            "    >>> is_perfect_square(26)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_perfect_cube(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a perfect cube, False otherwise\n",
            "    >>> is_perfect_cube(27)\n",
            "    True\n",
            "    >>> is_perfect_cube(28)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_palindrome(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a palindrome, False otherwise\n",
            "    >>> is_palindrome(121)\n",
            "    True\n",
            "    >>> is_palindrome(123)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_armstrong_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is an Armstrong number, False otherwise\n",
            "    >>> is_armstrong_number(153)\n",
            "    True\n",
            "    >>> is_armstrong_number(154)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_happy_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a happy number, False otherwise\n",
            "    >>> is_happy_number(19)\n",
            "    True\n",
            "    >>> is_happy_number(23)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_strong_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a strong number, False otherwise\n",
            "    >>> is_strong_number(145)\n",
            "    True\n",
            "    >>> is_strong_number(146)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_perfect_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a perfect number, False otherwise\n",
            "    >>> is_perfect_number(6)\n",
            "    True\n",
            "    >>> is_perfect_number(7)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_abundant_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is an abundant number, False otherwise\n",
            "    >>> is_abundant_number(12)\n",
            "    True\n",
            "    >>> is_abundant_number(13)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_deficient_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a deficient number, False otherwise\n",
            "    >>> is_deficient_number(12)\n",
            "    True\n",
            "    >>> is_deficient_number(13)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_triangular_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a triangular number, False otherwise\n",
            "    >>> is_triangular_number(10)\n",
            "    True\n",
            "    >>> is_triangular_number(11)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_pentagonal_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a pentagonal number, False otherwise\n",
            "    >>> is_pentagonal_number(10)\n",
            "    True\n",
            "    >>> is_pentagonal_number(11)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_hexagonal_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a hexagonal number, False otherwise\n",
            "    >>> is_hexagonal_number(10)\n",
            "    True\n",
            "    >>> is_hexagonal_number(11)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is a heptagonal number, False otherwise\n",
            "    >>> is_heptagonal_number(10)\n",
            "    True\n",
            "    >>> is_heptagonal_number(11)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_octagonal_number(n: int) -> bool:\n",
            "    \"\"\" Return True if n is\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def all_prefixes(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all prefixes from shortest to longest of the input string\n",
            "    >>> all_prefixes('abc')\n",
            "    ['a', 'ab', 'abc']\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     result = []\n",
            "\n",
            "    for i in range(len(string)):\n",
            "        result.append(string[:i+1])\n",
            "    return result\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def all_prefixes(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all prefixes from shortest to longest of the input string\n",
            "    >>> all_prefixes('abc')\n",
            "    ['a', 'ab', 'abc']\n",
            "    \"\"\"\n",
            "\n",
            "def all_suffixes(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all suffixes from shortest to longest of the input string\n",
            "    >>> all_suffixes('abc')\n",
            "    ['bc', 'c']\n",
            "    \"\"\"\n",
            "\n",
            "def all_substrings(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all substrings from shortest to longest of the input string\n",
            "    >>> all_substrings('abc')\n",
            "    ['a', 'ab', 'abc', 'b', 'bc', 'c']\n",
            "    \"\"\"\n",
            "\n",
            "def all_palindromes(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all palindromes from shortest to longest of the input string\n",
            "    >>> all_palindromes('abc')\n",
            "    ['a', 'ab', 'abc', 'b', 'bc', 'c']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams from shortest to longest of the input string\n",
            "    >>> all_anagrams('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of_anagram('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram_of(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of_anagram_of('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram_of_anagram(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of_anagram_of_anagram('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram_of_anagram_of(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of_anagram_of_anagram_of('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram_of_anagram_of_anagram(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all_anagrams_of_anagram_of_anagram_of_anagram_of_anagram('abc')\n",
            "    ['abc', 'acb', 'bac', 'bca', 'cab', 'cba']\n",
            "    \"\"\"\n",
            "\n",
            "def all_anagrams_of_anagram_of_anagram_of_anagram_of_anagram_of(string: str) -> List[str]:\n",
            "    \"\"\" Return list of all anagrams of the input string\n",
            "    >>> all\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def string_sequence(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence(0)\n",
            "    '0'\n",
            "    >>> string_sequence(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return ' '.join([str(x) for x in range(n + 1)])\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def string_sequence(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence(0)\n",
            "    '0'\n",
            "    >>> string_sequence(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_2(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_2(0)\n",
            "    '0'\n",
            "    >>> string_sequence_2(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_3(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_3(0)\n",
            "    '0'\n",
            "    >>> string_sequence_3(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_4(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_4(0)\n",
            "    '0'\n",
            "    >>> string_sequence_4(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_5(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_5(0)\n",
            "    '0'\n",
            "    >>> string_sequence_5(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_6(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_6(0)\n",
            "    '0'\n",
            "    >>> string_sequence_6(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_7(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_7(0)\n",
            "    '0'\n",
            "    >>> string_sequence_7(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_8(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_8(0)\n",
            "    '0'\n",
            "    >>> string_sequence_8(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_9(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_9(0)\n",
            "    '0'\n",
            "    >>> string_sequence_9(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_10(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_10(0)\n",
            "    '0'\n",
            "    >>> string_sequence_10(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_11(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_11(0)\n",
            "    '0'\n",
            "    >>> string_sequence_11(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_12(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_12(0)\n",
            "    '0'\n",
            "    >>> string_sequence_12(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence_13(n: int) -> str:\n",
            "    \"\"\" Return a string containing space-delimited numbers starting from 0 upto n inclusive.\n",
            "    >>> string_sequence_13(0)\n",
            "    '0'\n",
            "    >>> string_sequence_13(5)\n",
            "    '0 1 2 3 4 5'\n",
            "    \"\"\"\n",
            "\n",
            "def string_sequence\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def count_distinct_characters(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return len(set(string.lower()))\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def count_distinct_characters(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_2(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_2('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_2('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_3(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_3('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_3('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_4(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_4('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_4('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_5(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_5('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_5('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_6(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_6('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_6('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_7(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_7('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_7('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_8(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_8('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_8('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_9(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_9('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_9('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_10(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_10('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_10('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_11(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_11('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_11('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_12(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_12('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_12('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_13(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count_distinct_characters_13('xyzXYZ')\n",
            "    3\n",
            "    >>> count_distinct_characters_13('Jerry')\n",
            "    4\n",
            "    \"\"\"\n",
            "\n",
            "def count_distinct_characters_14(string: str) -> int:\n",
            "    \"\"\" Given a string, find out how many distinct characters (regardless of case) does it consist of\n",
            "    >>> count\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def parse_music(music_string: str) -> List[int]:\n",
            "    \"\"\" Input to this function is a string representing musical notes in a special ASCII format.\n",
            "    Your task is to parse this string and return list of integers corresponding to how many beats does each\n",
            "    not last.\n",
            "\n",
            "    Here is a legend:\n",
            "    'o' - whole note, lasts four beats\n",
            "    'o|' - half note, lasts two beats\n",
            "    '.|' - quater note, lasts one beat\n",
            "\n",
            "    >>> parse_music('o o| .| o| o| .| .| .| .| o o')\n",
            "    [4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     note_map = {'o': 4, 'o|': 2, '.|': 1}\n",
            "    return [note_map[x] for x in music_string.split(' ') if x]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def parse_music(music_string: str) -> List[int]:\n",
            "    \"\"\" Input to this function is a string representing musical notes in a special ASCII format.\n",
            "    Your task is to parse this string and return list of integers corresponding to how many beats does each\n",
            "    not last.\n",
            "\n",
            "    Here is a legend:\n",
            "    'o' - whole note, lasts four beats\n",
            "    'o|' - half note, lasts two beats\n",
            "    '.|' - quater note, lasts one beat\n",
            "\n",
            "    >>> parse_music('o o|.| o| o|.|.|.|.| o o')\n",
            "    [4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]\n",
            "    \"\"\"\n",
            "/001_hello_world/README.md\n",
            "# Hello World\n",
            "\n",
            "## Description\n",
            "\n",
            "Write a function that returns a string that says \"Hello, World!\"\n",
            "\n",
            "## Examples\n",
            "\n",
            "```python\n",
            "hello_world()\n",
            "# \"Hello, World!\"\n",
            "```\n",
            "\n",
            "## Notes\n",
            "\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print` function to print the string.\n",
            "- You can use `return` statement to return the string.\n",
            "- You can use `print\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def how_many_times(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times('', 'a')\n",
            "    0\n",
            "    >>> how_many_times('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     times = 0\n",
            "\n",
            "    for i in range(len(string) - len(substring) + 1):\n",
            "        if string[i:i+len(substring)] == substring:\n",
            "            times += 1\n",
            "\n",
            "    return times\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def how_many_times(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times('', 'a')\n",
            "    0\n",
            "    >>> how_many_times('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_2(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_2('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_2('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_2('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_3(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_3('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_3('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_3('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_4(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_4('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_4('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_4('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_5(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_5('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_5('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_5('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_6(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_6('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_6('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_6('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_7(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_7('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_7('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_7('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_8(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_8('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_8('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_8('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_9(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_9('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_9('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_9('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_10(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_10('', 'a')\n",
            "    0\n",
            "    >>> how_many_times_10('aaa', 'a')\n",
            "    3\n",
            "    >>> how_many_times_10('aaaa', 'aa')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def how_many_times_11(string: str, substring: str) -> int:\n",
            "    \"\"\" Find how many times a given substring can be found in the original string. Count overlaping cases.\n",
            "    >>> how_many_times_1\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     value_map = {\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",
            "    }\n",
            "    return ' '.join(sorted([x for x in numbers.split(' ') if x], key=lambda x: value_map[x]))\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort()\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort(key=lambda x: int(x))\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort(key=lambda x: int(x[0]))\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort(key=lambda x: int(x[0]))\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort(key=lambda x: int(x[0]))\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "    numbers.sort(key=lambda x: int(x[0]))\n",
            "    return''.join(numbers)\n",
            "\n",
            "def sort_numbers(numbers: str) -> str:\n",
            "    \"\"\" Input is a space-delimited string of numberals from 'zero' to 'nine'.\n",
            "    Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five','six','seven', 'eight' and 'nine'.\n",
            "    Return the string with numbers sorted from smallest to largest\n",
            "    >>> sort_numbers('three one five')\n",
            "    'one three five'\n",
            "    \"\"\"\n",
            "    numbers = numbers.split()\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     closest_pair = None\n",
            "    distance = None\n",
            "\n",
            "    for idx, elem in enumerate(numbers):\n",
            "        for idx2, elem2 in enumerate(numbers):\n",
            "            if idx != idx2:\n",
            "                if distance is None:\n",
            "                    distance = abs(elem - elem2)\n",
            "                    closest_pair = tuple(sorted([elem, elem2]))\n",
            "                else:\n",
            "                    new_distance = abs(elem - elem2)\n",
            "                    if new_distance < distance:\n",
            "                        distance = new_distance\n",
            "                        closest_pair = tuple(sorted([elem, elem2]))\n",
            "\n",
            "    return closest_pair\n",
            "\n",
            "Generated Output: from typing import List, Tuple\n",
            "\n",
            "\n",
            "def find_closest_elements(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_2(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements_2([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements_2([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_3(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements_3([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements_3([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_4(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements_4([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements_4([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_5(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements_5([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements_5([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_6(numbers: List[float]) -> Tuple[float, float]:\n",
            "    \"\"\" From a supplied list of numbers (of length at least two) select and return two that are the closest to each\n",
            "    other and return them in order (smaller number, larger number).\n",
            "    >>> find_closest_elements_6([1.0, 2.0, 3.0, 4.0, 5.0, 2.2])\n",
            "    (2.0, 2.2)\n",
            "    >>> find_closest_elements_6([1.0, 2.0, 3.0, 4.0, 5.0, 2.0])\n",
            "    (2.0, 2.0)\n",
            "    \"\"\"\n",
            "\n",
            "def find_closest_elements_7\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def rescale_to_unit(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     min_number = min(numbers)\n",
            "    max_number = max(numbers)\n",
            "    return [(x - min_number) / (max_number - min_number) for x in numbers]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def rescale_to_unit(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v2(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v2([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v3(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v3([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v4(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v4([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v5(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v5([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v6(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v6([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v7(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v7([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0.25, 0.5, 0.75, 1.0]\n",
            "    \"\"\"\n",
            "\n",
            "def rescale_to_unit_v8(numbers: List[float]) -> List[float]:\n",
            "    \"\"\" Given list of numbers (of at least two elements), apply a linear transform to that list,\n",
            "    such that the smallest number will become 0 and the largest will become 1\n",
            "    >>> rescale_to_unit_v8([1.0, 2.0, 3.0, 4.0, 5.0])\n",
            "    [0.0, 0\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List, Any\n",
            "\n",
            "\n",
            "def filter_integers(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return [x for x in values if isinstance(x, int)]\n",
            "\n",
            "Generated Output: from typing import List, Any\n",
            "\n",
            "\n",
            "def filter_integers(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v2(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v2(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v2([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v3(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v3(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v3([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v4(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v4(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v4([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v5(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v5(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v5([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v6(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v6(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v6([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v7(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v7(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v7([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v8(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v8(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v8([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v9(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v9(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v9([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v10(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v10(['a', 3.14, 5])\n",
            "    [5]\n",
            "    >>> filter_integers_v10([1, 2, 3, 'abc', {}, []])\n",
            "    [1, 2, 3]\n",
            "    \"\"\"\n",
            "\n",
            "def filter_integers_v11(values: List[Any]) -> List[int]:\n",
            "    \"\"\" Filter given list of any python values only for integers\n",
            "    >>> filter_integers_v11(['a', 3\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def strlen(string: str) -> int:\n",
            "    \"\"\" Return length of given string\n",
            "    >>> strlen('')\n",
            "    0\n",
            "    >>> strlen('abc')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return len(string)\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def strlen(string: str) -> int:\n",
            "    \"\"\" Return length of given string\n",
            "    >>> strlen('')\n",
            "    0\n",
            "    >>> strlen('abc')\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def str_to_int(string: str) -> int:\n",
            "    \"\"\" Convert string to integer\n",
            "    >>> str_to_int('123')\n",
            "    123\n",
            "    >>> str_to_int('1234567890')\n",
            "    1234567890\n",
            "    \"\"\"\n",
            "\n",
            "def int_to_str(integer: int) -> str:\n",
            "    \"\"\" Convert integer to string\n",
            "    >>> int_to_str(123)\n",
            "    '123'\n",
            "    >>> int_to_str(1234567890)\n",
            "    '1234567890'\n",
            "    \"\"\"\n",
            "\n",
            "def str_to_float(string: str) -> float:\n",
            "    \"\"\" Convert string to float\n",
            "    >>> str_to_float('123.456')\n",
            "    123.456\n",
            "    >>> str_to_float('1234567890.1234567890')\n",
            "    1234567890.1234567890\n",
            "    \"\"\"\n",
            "\n",
            "def float_to_str(float: float) -> str:\n",
            "    \"\"\" Convert float to string\n",
            "    >>> float_to_str(123.456)\n",
            "    '123.456'\n",
            "    >>> float_to_str(1234567890.1234567890)\n",
            "    '1234567890.1234567890'\n",
            "    \"\"\"\n",
            "\n",
            "def str_to_bool(string: str) -> bool:\n",
            "    \"\"\" Convert string to boolean\n",
            "    >>> str_to_bool('True')\n",
            "    True\n",
            "    >>> str_to_bool('False')\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def bool_to_str(boolean: bool) -> str:\n",
            "    \"\"\" Convert boolean to string\n",
            "    >>> bool_to_str(True)\n",
            "    'True'\n",
            "    >>> bool_to_str(False)\n",
            "    'False'\n",
            "    \"\"\"\n",
            "\n",
            "def str_to_list(string: str) -> list:\n",
            "    \"\"\" Convert string to list\n",
            "    >>> str_to_list('1,2,3')\n",
            "    ['1', '2', '3']\n",
            "    >>> str_to_list('1,2,3,4,5,6,7,8,9,10')\n",
            "    ['1', '2', '3', '4', '5', '6', '7', '8', '9', '10']\n",
            "    \"\"\"\n",
            "\n",
            "def list_to_str(list: list) -> str:\n",
            "    \"\"\" Convert list to string\n",
            "    >>> list_to_str(['1', '2', '3'])\n",
            "    '1,2,3'\n",
            "    >>> list_to_str(['1', '2', '3', '4', '5', '6', '7', '8', '9', '10'])\n",
            "    '1,2,3,4,5,6,7,8,9,10'\n",
            "    \"\"\"\n",
            "\n",
            "def str_to_dict(string: str) -> dict:\n",
            "    \"\"\" Convert string to dictionary\n",
            "    >>> str_to_dict('a:1,b:2,c:3')\n",
            "    {'a': '1', 'b': '2', 'c': '3'}\n",
            "    >>> str_to_dict('a:1,b:2,c:3,d:4,e:5,f:6,g:7,h:8,i:9,j:10')\n",
            "    {'a': '1', 'b': '2', 'c': '3', 'd': '4', 'e': '5', 'f': '6', 'g': '7', 'h': '8', 'i': '9', 'j': '10'}\n",
            "    \"\"\"\n",
            "\n",
            "def dict_to_str(dictionary: dict) -> str:\n",
            "    \"\"\" Convert dictionary to string\n",
            "    >>> dict_to_str({'a': '1', 'b': '2', 'c': '3'})\n",
            "    'a:1,b:2,c:3'\n",
            "    >>> dict_to_str({'a': '1', 'b': '2', 'c': '3', 'd': '4', 'e': '5', 'f': '6', 'g': '7', 'h': '8', 'i': '9', 'j':\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def largest_divisor(n: int) -> int:\n",
            "    \"\"\" For a given number n, find the largest number that divides n evenly, smaller than n\n",
            "    >>> largest_divisor(15)\n",
            "    5\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     for i in reversed(range(n)):\n",
            "        if n % i == 0:\n",
            "            return i\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def largest_divisor(n: int) -> int:\n",
            "    \"\"\" For a given number n, find the largest number that divides n evenly, smaller than n\n",
            "    >>> largest_divisor(15)\n",
            "    5\n",
            "    \"\"\"\n",
            "\n",
            "def smallest_divisor(n: int) -> int:\n",
            "    \"\"\" For a given number n, find the smallest number that divides n evenly, larger than n\n",
            "    >>> smallest_divisor(15)\n",
            "    15\n",
            "    \"\"\"\n",
            "\n",
            "def is_prime(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is prime\n",
            "    >>> is_prime(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_perfect(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is perfect\n",
            "    >>> is_perfect(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_abundant(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is abundant\n",
            "    >>> is_abundant(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_deficient(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is deficient\n",
            "    >>> is_deficient(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_triangular(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is triangular\n",
            "    >>> is_triangular(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_square(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is square\n",
            "    >>> is_square(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_pentagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is pentagonal\n",
            "    >>> is_pentagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_hexagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is hexagonal\n",
            "    >>> is_hexagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is heptagonal\n",
            "    >>> is_heptagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_octagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is octagonal\n",
            "    >>> is_octagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_tetragonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is tetragonal\n",
            "    >>> is_tetragonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_hexagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is hexagonal\n",
            "    >>> is_hexagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is heptagonal\n",
            "    >>> is_heptagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_octagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is octagonal\n",
            "    >>> is_octagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_tetragonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is tetragonal\n",
            "    >>> is_tetragonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is heptagonal\n",
            "    >>> is_heptagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_octagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is octagonal\n",
            "    >>> is_octagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is heptagonal\n",
            "    >>> is_heptagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_octagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is octagonal\n",
            "    >>> is_octagonal(15)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_heptagonal(n: int) -> bool:\n",
            "    \"\"\" For a given number n, determine if n is heptagonal\n",
            "    >>> is_he\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def factorize(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize(25)\n",
            "    [5, 5]\n",
            "    >>> factorize(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     import math\n",
            "    fact = []\n",
            "    i = 2\n",
            "    while i <= int(math.sqrt(n) + 1):\n",
            "        if n % i == 0:\n",
            "            fact.append(i)\n",
            "            n //= i\n",
            "        else:\n",
            "            i += 1\n",
            "\n",
            "    if n > 1:\n",
            "        fact.append(n)\n",
            "    return fact\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def factorize(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize(25)\n",
            "    [5, 5]\n",
            "    >>> factorize(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_2(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_2(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_2(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_2(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_3(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_3(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_3(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_3(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_4(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_4(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_4(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_4(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_5(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_5(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_5(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_5(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_6(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_6(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_6(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_6(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_7(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_7(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_7(25)\n",
            "    [5, 5]\n",
            "    >>> factorize_7(70)\n",
            "    [2, 5, 7]\n",
            "    \"\"\"\n",
            "\n",
            "def factorize_8(n: int) -> List[int]:\n",
            "    \"\"\" Return list of prime factors of given integer in the order from smallest to largest.\n",
            "    Each of the factors should be listed number of times corresponding to how many times it appeares in factorization.\n",
            "    Input number should be equal to the product of all factors\n",
            "    >>> factorize_8(8)\n",
            "    [2, 2, 2]\n",
            "    >>> factorize_8(25)\n",
            "    [5, 5]\n",
            "    >>>\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def remove_duplicates(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a list of integers, remove all elements that occur more than once.\n",
            "    Keep order of elements left the same as in the input.\n",
            "    >>> remove_duplicates([1, 2, 3, 2, 4])\n",
            "    [1, 3, 4]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     import collections\n",
            "    c = collections.Counter(numbers)\n",
            "    return [n for n in numbers if c[n] <= 1]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def remove_duplicates(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a list of integers, remove all elements that occur more than once.\n",
            "    Keep order of elements left the same as in the input.\n",
            "    >>> remove_duplicates([1, 2, 3, 2, 4])\n",
            "    [1, 3, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def remove_duplicates(numbers: List[int]) -> List[int]:\n",
            "    \"\"\" From a list of integers, remove all elements that occur more than once.\n",
            "    Keep order of elements left the same as in the input.\n",
            "    >>> remove_duplicates([1, 2, 3, 2, 4])\n",
            "    [1, 3, 4]\n",
            "    \"\"\"\n",
            "    # TODO: implement this function\n",
            "    pass\n",
            "\n",
            "def test_remove_duplicates():\n",
            "    assert remove_duplicates([1, 2, 3, 2, 4]) == [1, 3, 4]\n",
            "    assert remove_duplicates([1, 2, 3, 2, 4, 5, 6, 7, 8, 9, 10]) == [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n",
            "    assert remove_duplicates([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, \n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def flip_case(string: str) -> str:\n",
            "    \"\"\" For a given string, flip lowercase characters to uppercase and uppercase to lowercase.\n",
            "    >>> flip_case('Hello')\n",
            "    'hELLO'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return string.swapcase()\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def flip_case(string: str) -> str:\n",
            "    \"\"\" For a given string, flip lowercase characters to uppercase and uppercase to lowercase.\n",
            "    >>> flip_case('Hello')\n",
            "    'hELLO'\n",
            "    \"\"\"\n",
            "\n",
            "def rotate_letter(letter: str, n: int) -> str:\n",
            "    \"\"\" Rotate a letter by n places.  For example:\n",
            "    rotate_letter('c', 0) -> 'c'\n",
            "    rotate_letter('c', 1) -> 'd'\n",
            "    rotate_letter('c', 2) -> 'e'\n",
            "    rotate_letter('c', 3) -> 'f'\n",
            "    rotate_letter('c', -1) -> 'b'\n",
            "    rotate_letter('c', -2) -> 'b'\n",
            "    rotate_letter('c', -3) -> 'b'\n",
            "    >>> rotate_letter('c', 0)\n",
            "    'c'\n",
            "    >>> rotate_letter('c', 1)\n",
            "    'd'\n",
            "    >>> rotate_letter('c', 2)\n",
            "    'e'\n",
            "    >>> rotate_letter('c', 3)\n",
            "    'f'\n",
            "    >>> rotate_letter('c', -1)\n",
            "    'b'\n",
            "    >>> rotate_letter('c', -2)\n",
            "    'b'\n",
            "    >>> rotate_letter('c', -3)\n",
            "    'b'\n",
            "    \"\"\"\n",
            "\n",
            "def rotate_word(word: str, n: int) -> str:\n",
            "    \"\"\" Rotate a word by some number of letters.\n",
            "    >>> rotate_word('cheer', 7)\n",
            "    'jolly'\n",
            "    >>> rotate_word('melon', -10)\n",
            "    'cubed'\n",
            "    \"\"\"\n",
            "\n",
            "def is_palindrome(word: str) -> bool:\n",
            "    \"\"\" Return True if word is a palindrome, False otherwise.\n",
            "    >>> is_palindrome('ana')\n",
            "    True\n",
            "    >>> is_palindrome('walter')\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_abecedarian(word: str) -> bool:\n",
            "    \"\"\" Return True if the letters in word appear in alphabetical order (double\n",
            "    letters are ok).  How can you make this work for words with duplicated\n",
            "    letters?\n",
            "    >>> is_abecedarian('abc')\n",
            "    True\n",
            "    >>> is_abecedarian('edabit')\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def find_longest_word(words: List[str]) -> str:\n",
            "    \"\"\" Return the word with the most number of characters.\n",
            "    >>> find_longest_word(['a', 'apple', 'pear', 'grape'])\n",
            "    'apple'\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', 'l', 'p']\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters_2(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', 'l', 'p']\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters_3(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', 'l', 'p']\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters_4(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', 'l', 'p']\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters_5(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', 'l', 'p']\n",
            "    \"\"\"\n",
            "\n",
            "def find_unique_common_letters_6(words: List[str]) -> List[str]:\n",
            "    \"\"\" Return a list of all letters from words that occur in all words.\n",
            "    For example:\n",
            "    >>> find_unique_common_letters(['apple', 'banana', 'pear'])\n",
            "    ['a', 'e', '\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def concatenate(strings: List[str]) -> str:\n",
            "    \"\"\" Concatenate list of strings into a single string\n",
            "    >>> concatenate([])\n",
            "    ''\n",
            "    >>> concatenate(['a', 'b', 'c'])\n",
            "    'abc'\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return ''.join(strings)\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def concatenate(strings: List[str]) -> str:\n",
            "    \"\"\" Concatenate list of strings into a single string\n",
            "    >>> concatenate([])\n",
            "    ''\n",
            "    >>> concatenate(['a', 'b', 'c'])\n",
            "    'abc'\n",
            "    \"\"\"\n",
            "\n",
            "def concatenate_with_separator(strings: List[str], separator: str) -> str:\n",
            "    \"\"\" Concatenate list of strings into a single string with separator in between\n",
            "    >>> concatenate_with_separator([], '')\n",
            "    ''\n",
            "    >>> concatenate_with_separator(['a', 'b', 'c'], '')\n",
            "    'abc'\n",
            "    >>> concatenate_with_separator(['a', 'b', 'c'],'')\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator(['a', 'b', 'c'], ', ')\n",
            "    'a, b, c'\n",
            "    \"\"\"\n",
            "\n",
            "def concatenate_with_separator_and_limit(strings: List[str], separator: str, limit: int) -> str:\n",
            "    \"\"\" Concatenate list of strings into a single string with separator in between\n",
            "    >>> concatenate_with_separator_and_limit([], '', 0)\n",
            "    ''\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 0)\n",
            "    'abc'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 1)\n",
            "    'a'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 2)\n",
            "    'ab'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 3)\n",
            "    'abc'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 4)\n",
            "    'a b'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 5)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 6)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 7)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 8)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 9)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 10)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 11)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 12)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 13)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 14)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 15)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 16)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 17)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 18)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 19)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 20)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 21)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 22)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 23)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator_and_limit(['a', 'b', 'c'], '', 24)\n",
            "    'a b c'\n",
            "    >>> concatenate_with_separator\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: from typing import List\n",
            "\n",
            "\n",
            "def filter_by_prefix(strings: List[str], prefix: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that start with a given prefix.\n",
            "    >>> filter_by_prefix([], 'a')\n",
            "    []\n",
            "    >>> filter_by_prefix(['abc', 'bcd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'array']\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return [x for x in strings if x.startswith(prefix)]\n",
            "\n",
            "Generated Output: from typing import List\n",
            "\n",
            "\n",
            "def filter_by_prefix(strings: List[str], prefix: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that start with a given prefix.\n",
            "    >>> filter_by_prefix([], 'a')\n",
            "    []\n",
            "    >>> filter_by_prefix(['abc', 'bcd', 'cde', 'array'], 'a')\n",
            "    ['abc', 'array']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_suffix(strings: List[str], suffix: str) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that end with a given suffix.\n",
            "    >>> filter_by_suffix([], 'a')\n",
            "    []\n",
            "    >>> filter_by_suffix(['abc', 'bcd', 'cde', 'array'], 'ay')\n",
            "    ['abc', 'array']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length(strings: List[str], length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a given length.\n",
            "    >>> filter_by_length([], 3)\n",
            "    []\n",
            "    >>> filter_by_length(['abc', 'bcd', 'cde', 'array'], 3)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', 'array'], 3, 5)\n",
            "    ['abc', 'cde']\n",
            "    \"\"\"\n",
            "\n",
            "def filter_by_length_range(strings: List[str], min_length: int, max_length: int) -> List[str]:\n",
            "    \"\"\" Filter an input list of strings only for ones that have a length between a given range.\n",
            "    >>> filter_by_length_range([], 3, 5)\n",
            "    []\n",
            "    >>> filter_by_length_range(['abc', 'bcd', 'cde', '\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def get_positive(l: list):\n",
            "    \"\"\"Return only positive numbers in the list.\n",
            "    >>> get_positive([-1, 2, -4, 5, 6])\n",
            "    [2, 5, 6]\n",
            "    >>> get_positive([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    [5, 3, 2, 3, 9, 123, 1]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return [e for e in l if e > 0]\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def get_positive(l: list):\n",
            "    \"\"\"Return only positive numbers in the list.\n",
            "    >>> get_positive([-1, 2, -4, 5, 6])\n",
            "    [2, 5, 6]\n",
            "    >>> get_positive([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    [5, 3, 2, 3, 9, 123, 1]\n",
            "    \"\"\"\n",
            "\n",
            "def get_negative(l: list):\n",
            "    \"\"\"Return only negative numbers in the list.\n",
            "    >>> get_negative([-1, 2, -4, 5, 6])\n",
            "    [-1, -4]\n",
            "    >>> get_negative([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    [-5, -3, -10]\n",
            "    \"\"\"\n",
            "\n",
            "def get_even(l: list):\n",
            "    \"\"\"Return only even numbers in the list.\n",
            "    >>> get_even([1, 2, 3, 4, 5, 6])\n",
            "    [2, 4, 6]\n",
            "    >>> get_even([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    [2, 0, 123, -10]\n",
            "    \"\"\"\n",
            "\n",
            "def get_odd(l: list):\n",
            "    \"\"\"Return only odd numbers in the list.\n",
            "    >>> get_odd([1, 2, 3, 4, 5, 6])\n",
            "    [1, 3, 5]\n",
            "    >>> get_odd([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    [5, 3, -5, -3, 9, 1, -10]\n",
            "    \"\"\"\n",
            "\n",
            "def get_even_and_odd(l: list):\n",
            "    \"\"\"Return a tuple of even and odd numbers in the list.\n",
            "    >>> get_even_and_odd([1, 2, 3, 4, 5, 6])\n",
            "    ([2, 4, 6], [1, 3, 5])\n",
            "    >>> get_even_and_odd([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    ([2, 0, 123, -10], [5, 3, -5, -3, 9, 1, -10])\n",
            "    \"\"\"\n",
            "\n",
            "def get_even_and_odd_2(l: list):\n",
            "    \"\"\"Return a tuple of even and odd numbers in the list.\n",
            "    >>> get_even_and_odd_2([1, 2, 3, 4, 5, 6])\n",
            "    ([2, 4, 6], [1, 3, 5])\n",
            "    >>> get_even_and_odd_2([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    ([2, 0, 123, -10], [5, 3, -5, -3, 9, 1, -10])\n",
            "    \"\"\"\n",
            "\n",
            "def get_even_and_odd_3(l: list):\n",
            "    \"\"\"Return a tuple of even and odd numbers in the list.\n",
            "    >>> get_even_and_odd_3([1, 2, 3, 4, 5, 6])\n",
            "    ([2, 4, 6], [1, 3, 5])\n",
            "    >>> get_even_and_odd_3([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    ([2, 0, 123, -10], [5, 3, -5, -3, 9, 1, -10])\n",
            "    \"\"\"\n",
            "\n",
            "def get_even_and_odd_4(l: list):\n",
            "    \"\"\"Return a tuple of even and odd numbers in the list.\n",
            "    >>> get_even_and_odd_4([1, 2, 3, 4, \n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     if n < 2:\n",
            "        return False\n",
            "    for k in range(2, n - 1):\n",
            "        if n % k == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime(13441)\n",
            "    True\n",
            "    >>> is_prime(61)\n",
            "    True\n",
            "    >>> is_prime(4)\n",
            "    False\n",
            "    >>> is_prime(1)\n",
            "    False\n",
            "    \"\"\"\n",
            "    if n == 1:\n",
            "        return False\n",
            "    for i in range(2, n):\n",
            "        if n % i == 0:\n",
            "            return False\n",
            "    return True\n",
            "\n",
            "def is_prime(n):\n",
            "    \"\"\"Return true if a given number is prime, and false otherwise.\n",
            "    >>> is_prime(6)\n",
            "    False\n",
            "    >>> is_prime(101)\n",
            "    True\n",
            "    >>> is_prime(11)\n",
            "    True\n",
            "    >>> is_prime\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: import math\n",
            "\n",
            "\n",
            "def poly(xs: list, x: float):\n",
            "    \"\"\"\n",
            "    Evaluates polynomial with coefficients xs at point x.\n",
            "    return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n\n",
            "    \"\"\"\n",
            "    return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])\n",
            "\n",
            "\n",
            "def find_zero(xs: list):\n",
            "    \"\"\" xs are coefficients of a polynomial.\n",
            "    find_zero find x such that poly(x) = 0.\n",
            "    find_zero returns only only zero point, even if there are many.\n",
            "    Moreover, find_zero only takes list xs having even number of coefficients\n",
            "    and largest non zero coefficient as it guarantees\n",
            "    a solution.\n",
            "    >>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x\n",
            "    -0.5\n",
            "    >>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3\n",
            "    1.0\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     begin, end = -1., 1.\n",
            "    while poly(xs, begin) * poly(xs, end) > 0:\n",
            "        begin *= 2.0\n",
            "        end *= 2.0\n",
            "    while end - begin > 1e-10:\n",
            "        center = (begin + end) / 2.0\n",
            "        if poly(xs, center) * poly(xs, begin) > 0:\n",
            "            begin = center\n",
            "        else:\n",
            "            end = center\n",
            "    return begin\n",
            "\n",
            "Generated Output: import math\n",
            "\n",
            "\n",
            "def poly(xs: list, x: float):\n",
            "    \"\"\"\n",
            "    Evaluates polynomial with coefficients xs at point x.\n",
            "    return xs[0] + xs[1] * x + xs[1] * x^2 +.... xs[n] * x^n\n",
            "    \"\"\"\n",
            "    return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])\n",
            "\n",
            "\n",
            "def find_zero(xs: list):\n",
            "    \"\"\" xs are coefficients of a polynomial.\n",
            "    find_zero find x such that poly(x) = 0.\n",
            "    find_zero returns only only zero point, even if there are many.\n",
            "    Moreover, find_zero only takes list xs having even number of coefficients\n",
            "    and largest non zero coefficient as it guarantees\n",
            "    a solution.\n",
            "    >>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x\n",
            "    -0.5\n",
            "    >>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3\n",
            "    1.0\n",
            "    \"\"\"\n",
            "/README.md\n",
            "# Python-Algorithms\n",
            "\n",
            "This repository contains some algorithms implemented in Python.\n",
            "\n",
            "## Algorithms\n",
            "\n",
            "- [x] [Binary Search](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/binary_search.py)\n",
            "- [x] [Bisection Method](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method.py)\n",
            "- [x] [Bisection Method with Fixed Point](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_point.py)\n",
            "- [x] [Bisection Method with Fixed Point and Fixed Step](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_point_and_fixed_step.py)\n",
            "- [x] [Bisection Method with Fixed Step](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step_and_fixed_point.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point and Fixed Step](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step_and_fixed_point_and_fixed_step.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point and Fixed Step and Fixed Point](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step_and_fixed_point_and_fixed_step_and_fixed_point.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point and Fixed Step and Fixed Point and Fixed Step](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step_and_fixed_point_and_fixed_step_and_fixed_point_and_fixed_step.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point and Fixed Step and Fixed Point and Fixed Step and Fixed Point](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_fixed_step_and_fixed_point_and_fixed_step_and_fixed_point_and_fixed_step_and_fixed_point.py)\n",
            "- [x] [Bisection Method with Fixed Step and Fixed Point and Fixed Step and Fixed Point and Fixed Step and Fixed Point and Fixed Step](https://github.com/sahil-kumar-sharma/Python-Algorithms/blob/master/bisection_method_with_\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def sort_third(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     l = list(l)\n",
            "    l[::3] = sorted(l[::3])\n",
            "    return l\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def sort_third(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_2(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third_2([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third_2([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_3(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third_3([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third_3([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_4(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third_4([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third_4([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_5(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third_5([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third_5([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_6(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding indicies of l, but sorted.\n",
            "    >>> sort_third_6([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_third_6([5, 6, 3, 4, 8, 9, 2])\n",
            "    [2, 6, 3, 4, 8, 9, 5]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_third_7(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal\n",
            "    to the values of the corresponding\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return sorted(list(set(l)))\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3, 3, 9, 0, 123])\n",
            "    [0, 2, 3, 5, 9, 123]\n",
            "    \"\"\"\n",
            "    return sorted(set(l))\n",
            "\n",
            "def unique(l: list):\n",
            "    \"\"\"Return sorted unique elements in a list\n",
            "    >>> unique([5, 3, 5, 2, 3,\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def max_element(l: list):\n",
            "    \"\"\"Return maximum element in the list.\n",
            "    >>> max_element([1, 2, 3])\n",
            "    3\n",
            "    >>> max_element([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    123\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     m = l[0]\n",
            "    for e in l:\n",
            "        if e > m:\n",
            "            m = e\n",
            "    return m\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def max_element(l: list):\n",
            "    \"\"\"Return maximum element in the list.\n",
            "    >>> max_element([1, 2, 3])\n",
            "    3\n",
            "    >>> max_element([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    123\n",
            "    \"\"\"\n",
            "\n",
            "def min_element(l: list):\n",
            "    \"\"\"Return minimum element in the list.\n",
            "    >>> min_element([1, 2, 3])\n",
            "    1\n",
            "    >>> min_element([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    -10\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_2(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_2([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_2([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_3(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_3([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_3([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_4(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_4([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_4([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_5(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_5([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_5([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_6(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_6([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_6([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_7(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_7([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_7([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_8(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of_squares_8([1, 2, 3])\n",
            "    14\n",
            "    >>> sum_of_squares_8([5, 3, -5, 2, -3, 3, 9, 0, 123, 1, -10])\n",
            "    15921\n",
            "    \"\"\"\n",
            "\n",
            "def sum_of_squares_9(l: list):\n",
            "    \"\"\"Return sum of squares of elements in the list.\n",
            "    >>> sum_of\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     ns = []\n",
            "    for i in range(n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            ns.append(i)\n",
            "    s = ''.join(list(map(str, ns)))\n",
            "    ans = 0\n",
            "    for c in s:\n",
            "        ans += (c == '7')\n",
            "    return ans\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_buzz(78)\n",
            "    2\n",
            "    >>> fizz_buzz(79)\n",
            "    3\n",
            "    \"\"\"\n",
            "    count = 0\n",
            "    for i in range(1, n):\n",
            "        if i % 11 == 0 or i % 13 == 0:\n",
            "            count += 1\n",
            "    return count\n",
            "\n",
            "def fizz_buzz(n: int):\n",
            "    \"\"\"Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13.\n",
            "    >>> fizz_buzz(50)\n",
            "    0\n",
            "    >>> fizz_\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def sort_even(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the odd indicies, while its values at the even indicies are equal\n",
            "    to the values of the even indicies of l, but sorted.\n",
            "    >>> sort_even([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_even([5, 6, 3, 4])\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     evens = l[::2]\n",
            "    odds = l[1::2]\n",
            "    evens.sort()\n",
            "    ans = []\n",
            "    for e, o in zip(evens, odds):\n",
            "        ans.extend([e, o])\n",
            "    if len(evens) > len(odds):\n",
            "        ans.append(evens[-1])\n",
            "    return ans\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def sort_even(l: list):\n",
            "    \"\"\"This function takes a list l and returns a list l' such that\n",
            "    l' is identical to l in the odd indicies, while its values at the even indicies are equal\n",
            "    to the values of the even indicies of l, but sorted.\n",
            "    >>> sort_even([1, 2, 3])\n",
            "    [1, 2, 3]\n",
            "    >>> sort_even([5, 6, 3, 4])\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_2(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_2(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_2(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_3(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_3(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_3(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_4(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_4(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_4(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_5(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_5(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_5(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_6(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_6(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_6(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_7(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2, 3]\n",
            "    >>> sort_even_inplace_7(l)\n",
            "    >>> l\n",
            "    [1, 2, 3]\n",
            "    >>> l = [5, 6, 3, 4]\n",
            "    >>> sort_even_inplace_7(l)\n",
            "    >>> l\n",
            "    [3, 6, 5, 4]\n",
            "    \"\"\"\n",
            "\n",
            "def sort_even_inplace_8(l: list):\n",
            "    \"\"\"This function takes a list l and sorts its values at the even indicies in ascending order.\n",
            "    >>> l = [1, 2\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def encode_cyclic(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycling groups of three characters.\n",
            "    \"\"\"\n",
            "    # split string to groups. Each of length 3.\n",
            "    groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    # cycle elements in each group. Unless group has fewer elements than 3.\n",
            "    groups = [(group[1:] + group[0]) if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def decode_cyclic(s: str):\n",
            "    \"\"\"\n",
            "    takes as input string encoded with encode_cyclic function. Returns decoded string.\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     return encode_cyclic(encode_cyclic(s))\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def encode_cyclic(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycling groups of three characters.\n",
            "    \"\"\"\n",
            "    # split string to groups. Each of length 3.\n",
            "    groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    # cycle elements in each group. Unless group has fewer elements than 3.\n",
            "    groups = [(group[1:] + group[0]) if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def decode_cyclic(s: str):\n",
            "    \"\"\"\n",
            "    takes as input string encoded with encode_cyclic function. Returns decoded string.\n",
            "    \"\"\"\n",
            "#     groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    groups = [s[i:i + 3] for i in range(0, len(s), 3)]\n",
            "    groups = [group[1:] + group[0] if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def encode_cyclic_v2(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycling groups of three characters.\n",
            "    \"\"\"\n",
            "    # split string to groups. Each of length 3.\n",
            "    groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    # cycle elements in each group. Unless group has fewer elements than 3.\n",
            "    groups = [(group[1:] + group[0]) if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def decode_cyclic_v2(s: str):\n",
            "    \"\"\"\n",
            "    takes as input string encoded with encode_cyclic function. Returns decoded string.\n",
            "    \"\"\"\n",
            "    groups = [s[i:i + 3] for i in range(0, len(s), 3)]\n",
            "    groups = [group[1:] + group[0] if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def encode_cyclic_v3(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycling groups of three characters.\n",
            "    \"\"\"\n",
            "    # split string to groups. Each of length 3.\n",
            "    groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    # cycle elements in each group. Unless group has fewer elements than 3.\n",
            "    groups = [(group[1:] + group[0]) if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def decode_cyclic_v3(s: str):\n",
            "    \"\"\"\n",
            "    takes as input string encoded with encode_cyclic function. Returns decoded string.\n",
            "    \"\"\"\n",
            "    groups = [s[i:i + 3] for i in range(0, len(s), 3)]\n",
            "    groups = [group[1:] + group[0] if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def encode_cyclic_v4(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycling groups of three characters.\n",
            "    \"\"\"\n",
            "    # split string to groups. Each of length 3.\n",
            "    groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)]\n",
            "    # cycle elements in each group. Unless group has fewer elements than 3.\n",
            "    groups = [(group[1:] + group[0]) if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def decode_cyclic_v4(s: str):\n",
            "    \"\"\"\n",
            "    takes as input string encoded with encode_cyclic function. Returns decoded string.\n",
            "    \"\"\"\n",
            "    groups = [s[i:i + 3] for i in range(0, len(s), 3)]\n",
            "    groups = [group[1:] + group[0] if len(group) == 3 else group for group in groups]\n",
            "    return \"\".join(groups)\n",
            "\n",
            "\n",
            "def encode_cyclic_v5(s: str):\n",
            "    \"\"\"\n",
            "    returns encoded string by cycl\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def prime_fib(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib returns n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> prime_fib(1)\n",
            "    2\n",
            "    >>> prime_fib(2)\n",
            "    3\n",
            "    >>> prime_fib(3)\n",
            "    5\n",
            "    >>> prime_fib(4)\n",
            "    13\n",
            "    >>> prime_fib(5)\n",
            "    89\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     import math\n",
            "\n",
            "    def is_prime(p):\n",
            "        if p < 2:\n",
            "            return False\n",
            "        for k in range(2, min(int(math.sqrt(p)) + 1, p - 1)):\n",
            "            if p % k == 0:\n",
            "                return False\n",
            "        return True\n",
            "    f = [0, 1]\n",
            "    while True:\n",
            "        f.append(f[-1] + f[-2])\n",
            "        if is_prime(f[-1]):\n",
            "            n -= 1\n",
            "        if n == 0:\n",
            "            return f[-1]\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def prime_fib(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib returns n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> prime_fib(1)\n",
            "    2\n",
            "    >>> prime_fib(2)\n",
            "    3\n",
            "    >>> prime_fib(3)\n",
            "    5\n",
            "    >>> prime_fib(4)\n",
            "    13\n",
            "    >>> prime_fib(5)\n",
            "    89\n",
            "    \"\"\"\n",
            "\n",
            "def prime_fib_list(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib_list returns a list of n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> prime_fib_list(1)\n",
            "    [2]\n",
            "    >>> prime_fib_list(2)\n",
            "    [2, 3]\n",
            "    >>> prime_fib_list(3)\n",
            "    [2, 3, 5]\n",
            "    >>> prime_fib_list(4)\n",
            "    [2, 3, 5, 13]\n",
            "    >>> prime_fib_list(5)\n",
            "    [2, 3, 5, 13, 89]\n",
            "    \"\"\"\n",
            "\n",
            "def prime_fib_list_generator(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib_list_generator returns a generator of n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> list(prime_fib_list_generator(1))\n",
            "    [2]\n",
            "    >>> list(prime_fib_list_generator(2))\n",
            "    [2, 3]\n",
            "    >>> list(prime_fib_list_generator(3))\n",
            "    [2, 3, 5]\n",
            "    >>> list(prime_fib_list_generator(4))\n",
            "    [2, 3, 5, 13]\n",
            "    >>> list(prime_fib_list_generator(5))\n",
            "    [2, 3, 5, 13, 89]\n",
            "    \"\"\"\n",
            "\n",
            "def prime_fib_list_generator_yield(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib_list_generator_yield returns a generator of n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> list(prime_fib_list_generator_yield(1))\n",
            "    [2]\n",
            "    >>> list(prime_fib_list_generator_yield(2))\n",
            "    [2, 3]\n",
            "    >>> list(prime_fib_list_generator_yield(3))\n",
            "    [2, 3, 5]\n",
            "    >>> list(prime_fib_list_generator_yield(4))\n",
            "    [2, 3, 5, 13]\n",
            "    >>> list(prime_fib_list_generator_yield(5))\n",
            "    [2, 3, 5, 13, 89]\n",
            "    \"\"\"\n",
            "\n",
            "def prime_fib_list_generator_yield_from(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib_list_generator_yield_from returns a generator of n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> list(prime_fib_list_generator_yield_from(1))\n",
            "    [2]\n",
            "    >>> list(prime_fib_list_generator_yield_from(2))\n",
            "    [2, 3]\n",
            "    >>> list(prime_fib_list_generator_yield_from(3))\n",
            "    [2, 3, 5]\n",
            "    >>> list(prime_fib_list_generator_yield_from(4))\n",
            "    [2, 3, 5, 13]\n",
            "    >>> list(prime_fib_list_generator_yield_from(5))\n",
            "    [2, 3, 5, 13, 89]\n",
            "    \"\"\"\n",
            "\n",
            "def prime_fib_list_generator_yield_from_2(n: int):\n",
            "    \"\"\"\n",
            "    prime_fib_list_generator_yield_from_2 returns a generator of n-th number that is a Fibonacci number and it's also prime.\n",
            "    >>> list(prime_fib_list_generator_yield_from_2(1))\n",
            "    [2]\n",
            "    >>> list(prime_fib_list_generator_yield_from_2(2))\n",
            "    [2, 3]\n",
            "    >>> list(prime_fib_list_generator_yield_from_2(3))\n",
            "    [2, 3, 5]\n",
            "    >>> list(prime_fib_list_generator_yield_from_2(4))\n",
            "    [2, 3, 5, 13]\n",
            "    >>> list(prime_fib_list_generator_yield_from_2(5))\n",
            "    [2, 3, 5, 13, 8\n",
            "----------------------------------------------------\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Setting `pad_token_id` to `eos_token_id`:0 for open-end generation.\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Prompt: \n",
            "\n",
            "def triples_sum_to_zero(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "Expected Output:     for i in range(len(l)):\n",
            "        for j in range(i + 1, len(l)):\n",
            "            for k in range(j + 1, len(l)):\n",
            "                if l[i] + l[j] + l[k] == 0:\n",
            "                    return True\n",
            "    return False\n",
            "\n",
            "Generated Output: \n",
            "\n",
            "def triples_sum_to_zero(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def triples_sum_to_zero_2(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero_2 takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero_2([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_2([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_2([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_2([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_2([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def triples_sum_to_zero_3(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero_3 takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero_3([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_3([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_3([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_3([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_3([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def triples_sum_to_zero_4(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero_4 takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero_4([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_4([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_4([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_4([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_4([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def triples_sum_to_zero_5(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero_5 takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "    sum to zero, and False otherwise.\n",
            "\n",
            "    >>> triples_sum_to_zero_5([1, 3, 5, 0])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_5([1, 3, -2, 1])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_5([1, 2, 3, 7])\n",
            "    False\n",
            "    >>> triples_sum_to_zero_5([2, 4, -5, 3, 9, 7])\n",
            "    True\n",
            "    >>> triples_sum_to_zero_5([1])\n",
            "    False\n",
            "    \"\"\"\n",
            "\n",
            "def triples_sum_to_zero_6(l: list):\n",
            "    \"\"\"\n",
            "    triples_sum_to_zero_6 takes a list of integers as an input.\n",
            "    it returns True if there are three distinct elements in the list that\n",
            "----------------------------------------------------\n"
          ]
        }
      ],
      "source": [
        "from transformers import AutoTokenizer, AutoModelForCausalLM\n",
        "import torch\n",
        "import matplotlib.pyplot as plt\n",
        "from datasets import load_dataset\n",
        "\n",
        "# Function to load model and tokenizer\n",
        "def load_model(model_name):\n",
        "    tokenizer = AutoTokenizer.from_pretrained(model_name)\n",
        "    model = AutoModelForCausalLM.from_pretrained(model_name)\n",
        "    return tokenizer, model\n",
        "\n",
        "# Function to generate completion\n",
        "def generate_completion(model, tokenizer, prompt, max_length=1000, temperature=0.7):\n",
        "    inputs = tokenizer(prompt, return_tensors=\"pt\")\n",
        "    input_ids = inputs[\"input_ids\"]\n",
        "    attention_mask = inputs[\"attention_mask\"]\n",
        "\n",
        "    with torch.no_grad():\n",
        "        outputs = model.generate(input_ids=input_ids, attention_mask=attention_mask,\n",
        "                                 max_length=max_length, temperature=temperature)\n",
        "\n",
        "    completion = tokenizer.decode(outputs[0], skip_special_tokens=True)\n",
        "    return completion\n",
        "\n",
        "# Evaluation functions for each task\n",
        "def evaluate_human_eval(model, tokenizer, dataset, num_examples=50):\n",
        "    correct = 0\n",
        "    results = []\n",
        "    for i, example in enumerate(dataset[\"test\"]):\n",
        "        if i >= num_examples:\n",
        "            break\n",
        "\n",
        "        prompt = example[\"prompt\"]\n",
        "        expected_output = example[\"canonical_solution\"]\n",
        "\n",
        "        generated_output = generate_completion(model, tokenizer, prompt)\n",
        "\n",
        "        print(f\"Prompt: {prompt}\")\n",
        "        print(f\"Expected Output: {expected_output}\")\n",
        "        print(f\"Generated Output: {generated_output}\")\n",
        "        print(\"----------------------------------------------------\")\n",
        "\n",
        "        is_correct = expected_output in generated_output\n",
        "        results.append(is_correct)\n",
        "        if is_correct:\n",
        "            correct += 1\n",
        "\n",
        "    accuracy = correct / num_examples\n",
        "    print(f\"Accuracy: {accuracy * 100}%\")\n",
        "\n",
        "    return results\n",
        "\n",
        "def evaluate_near_protocol(model, tokenizer, questions):\n",
        "    results = []\n",
        "    for question, expected_answer in questions:\n",
        "        generated_answer = generate_completion(model, tokenizer, question)\n",
        "\n",
        "        print(f\"Question: {question}\")\n",
        "        print(f\"Expected Answer: {expected_answer}\")\n",
        "        print(f\"Generated Answer: {generated_answer}\")\n",
        "        print(\"----------------------------------------------------\")\n",
        "\n",
        "        is_correct = expected_answer in generated_answer\n",
        "        results.append(is_correct)\n",
        "\n",
        "    accuracy = sum(results) / len(questions)\n",
        "    print(f\"Accuracy: {accuracy * 100}%\")\n",
        "\n",
        "    return results\n",
        "\n",
        "def evaluate_dapp_trees(model, tokenizer, prompts):\n",
        "    results = []\n",
        "    for prompt, expected_code in prompts:\n",
        "        generated_code = generate_completion(model, tokenizer, prompt)\n",
        "\n",
        "        print(f\"Prompt: {prompt}\")\n",
        "        print(f\"Expected Code: {expected_code}\")\n",
        "        print(f\"Generated Code: {generated_code}\")\n",
        "        print(\"----------------------------------------------------\")\n",
        "\n",
        "        is_correct = expected_code in generated_code\n",
        "        results.append(is_correct)\n",
        "\n",
        "    accuracy = sum(results) / len(prompts)\n",
        "    print(f\"Accuracy: {accuracy * 100}%\")\n",
        "\n",
        "    return results\n",
        "\n",
        "def evaluate_build_near_dapp(model, tokenizer, tasks):\n",
        "    results = []\n",
        "    for task, expected_output in tasks:\n",
        "        generated_output = generate_completion(model, tokenizer, task)\n",
        "\n",
        "        print(f\"Task: {task}\")\n",
        "        print(f\"Expected Output: {expected_output}\")\n",
        "        print(f\"Generated Output: {generated_output}\")\n",
        "        print(\"----------------------------------------------------\")\n",
        "\n",
        "        is_correct = expected_output in generated_output\n",
        "        results.append(is_correct)\n",
        "\n",
        "    accuracy = sum(results) / len(tasks)\n",
        "    print(f\"Accuracy: {accuracy * 100}%\")\n",
        "\n",
        "    return results\n",
        "\n",
        "# Plotting function\n",
        "def plot_results(task, results):\n",
        "    labels = ['Correct', 'Incorrect']\n",
        "    counts = [sum(results), len(results) - sum(results)]\n",
        "\n",
        "    plt.figure(figsize=(8, 6))\n",
        "    plt.bar(labels, counts, color=['green', 'red'])\n",
        "    plt.xlabel('Evaluation Result')\n",
        "    plt.ylabel('Number of Examples')\n",
        "    plt.title(f'{task} Evaluation Results')\n",
        "    plt.show()\n",
        "\n",
        "# Main evaluation routine\n",
        "def evaluate_models(model_names, human_eval_dataset, near_questions, dapp_prompts, dapp_tasks):\n",
        "    for model_name in model_names:\n",
        "        print(f\"Evaluating {model_name}\")\n",
        "        tokenizer, model = load_model(model_name)\n",
        "\n",
        "        # HumanEval\n",
        "        human_eval_results = evaluate_human_eval(model, tokenizer, human_eval_dataset)\n",
        "        plot_results('HumanEval', human_eval_results)\n",
        "\n",
        "        # NEAR Protocol\n",
        "        near_results = evaluate_near_protocol(model, tokenizer, near_questions)\n",
        "        plot_results('NEAR Protocol', near_results)\n",
        "\n",
        "        # dApp Trees\n",
        "        dapp_trees_results = evaluate_dapp_trees(model, tokenizer, dapp_prompts)\n",
        "        plot_results('dApp Trees', dapp_trees_results)\n",
        "\n",
        "        # Building NEAR dApp\n",
        "        dapp_build_results = evaluate_build_near_dapp(model, tokenizer, dapp_tasks)\n",
        "        plot_results('Building NEAR dApp', dapp_build_results)\n",
        "\n",
        "# Load HumanEval dataset\n",
        "human_eval_dataset = load_dataset(\"openai_humaneval\")\n",
        "\n",
        "# Example questions, prompts, and tasks\n",
        "near_questions = [\n",
        "    (\"What is the Nightshade Sharding?\", \"Nightshade Sharding is a method used by the NEAR protocol for scaling.\"),\n",
        "    # Add more questions here...\n",
        "]\n",
        "\n",
        "dapp_prompts = [\n",
        "    (\"Generate a smart contract for a simple token on NEAR protocol with appropriate comments.\", \"Expected code with comments\"),\n",
        "    # Add more prompts here...\n",
        "]\n",
        "\n",
        "dapp_tasks = [\n",
        "    (\"Create a basic calendar dApp on NEAR.\", \"Expected calendar dApp code\"),\n",
        "    (\"Create a simple snake game dApp on NEAR.\", \"Expected snake game code\"),\n",
        "    # Add more tasks here...\n",
        "]\n",
        "\n",
        "# List of models to evaluate\n",
        "model_names = [\n",
        "    #\"jcarbonnell/NEARCoder-3b\",\n",
        "    \"bigcode/starcoder2-3b\",\n",
        "    # Add more model names here...\"jcarbonnell/NEAR-preTrainedStarCoder2\", \"jcarbonnell/NEAR-structTunedStarcoder2\", \"jcarbonnell/NEARCoder-3b\"\n",
        "]\n",
        "\n",
        "# Run the evaluation\n",
        "evaluate_models(model_names, human_eval_dataset, near_questions, dapp_prompts, dapp_tasks)\n"
      ]
    }
  ],
  "metadata": {
    "accelerator": "TPU",
    "colab": {
      "gpuType": "V28",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}