build_API_flask.ipynb

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      "provenance": [],
      "authorship_tag": "ABX9TyPggd3aWMwufEI1CFDJGrdO",
      "include_colab_link": true
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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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    "language_info": {
      "name": "python"
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
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      "source": [
        "<a href=\"https://colab.research.google.com/github/cristianBMJ/Data_Science_Projects/blob/main/build_API_flask.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
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        "id": "0H4pFK8utASB",
        "outputId": "6b1f0f84-38c2-4633-80dc-fdb3e16d1f1a"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (2.1.0+cu121)\n",
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          ]
        }
      ],
      "source": [
        "!pip install torch\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install onnxruntime"
      ],
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        "colab": {
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        "outputId": "80cf32ee-3720-4bd7-e1cb-a0a346442677"
      },
      "execution_count": 4,
      "outputs": [
        {
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          "name": "stdout",
          "text": [
            "Collecting onnxruntime\n",
            "  Downloading onnxruntime-1.16.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.4 MB)\n",
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            "\u001b[?25hCollecting coloredlogs (from onnxruntime)\n",
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            "\u001b[?25hRequirement already satisfied: flatbuffers in /usr/local/lib/python3.10/dist-packages (from onnxruntime) (23.5.26)\n",
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            "\u001b[?25hRequirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->onnxruntime) (1.3.0)\n",
            "Installing collected packages: humanfriendly, coloredlogs, onnxruntime\n",
            "Successfully installed coloredlogs-15.0.1 humanfriendly-10.0 onnxruntime-1.16.3\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from flask import Flask, request, jsonify\n",
        "import numpy as np\n",
        "from transformers import RobertaTokenizer\n",
        "import onnxruntime\n",
        "\n",
        "import torch"
      ],
      "metadata": {
        "id": "WnNMwlovtET8"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "4m5pFAV4tNvM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "7A4b754_tlYv"
      },
      "execution_count": null,
      "outputs": []
    }
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}