Allen_NLP.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Allen_NLP.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyOGz1qTJcu3xNSgtT9J4Fql",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/Sankalp1233/Code/blob/main/Allen_NLP.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "SKcOxZg9MWxg",
        "outputId": "7339231e-b933-4d1d-94e7-9e37d97f3771"
      },
      "source": [
        "# !pip3 uninstall urllib3\n",
        "# !pip3 install urllib3 == 1.25.4\n",
        "# !pip3 uninstall folium\n",
        "# !pip3 install folium==0.2.1\n",
        "# !pip3 uninstall allennlp\n",
        "# !pip3 uninstall allennlp\n",
        "# !pip3 uninstall allennlp\n",
        "!pip3 install git+https://github.com/allenai/allennlp-hub\n",
        "from allennlp_hub.pretrained.allennlp_pretrained import *\n",
        "from allennlp_hub.pretrained.allennlp_semparse_pretrained import *\n",
        "from allennlp import predictors\n",
        "from allennlp_rc import predictors as rc_predictors\n",
        "from allennlp_hub.pretrained.helpers import _load_predictor\n",
        "import allennlp.models\n",
        "from allennlp import pretrained\n",
        "import streamlit as st\n",
        "import seaborn as sns\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "st.title(\"Question Answering\")\n",
        "model = st.cache(\n",
        "       pretrained.bidirectional_attention_flow_seo_2017,\n",
        "       allow_output_mutation=True\n",
        ")()\n",
        "from google.colab import files\n",
        "uploaded = files.upload() \n",
        "filename = \"context.txt\"\n",
        "new_file = uploaded[filename].decode(\"utf-8\")\n",
        "passage = st.text_area(\"Article\",new_file)\n",
        "question = st.text_input(\"Question\", \"What is the purpose of SPARK?\")\n",
        "result = model.predict(question, passage)\n",
        "start, end = result[\"best_span\"]\n",
        "question_tokens = result[\"question_tokens\"]\n",
        "passage_tokens = result[\"passage_tokens\"]\n",
        "mds = [f\"**{token}**\" if start <= i <= end else token if start - 10 <= i <= end + 10 else \"\" for i, token in enumerate(passage_tokens)]\n",
        "st.markdown(\" \".join(mds))"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "Collecting s3transfer<0.5.0,>=0.4.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/63/d0/693477c688348654ddc21dcdce0817653a294aa43f41771084c25e7ff9c7/s3transfer-0.4.2-py2.py3-none-any.whl (79kB)\n",
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            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/82/2b/6a23d63e1b9593919fbe622596fe92e02e3abcec7d2f91594443ee6e4ef9/botocore-1.20.67-py2.py3-none-any.whl (7.5MB)\n",
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            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata; python_version < \"3.8\"->jsonpickle->allennlp@ git+https://github.com/allenai/allennlp@65ff0d87a30e6532cb21ea5fe8b7bd436445c128#egg=allennlp->allennlp-hub===0.0.1-unreleased) (3.4.1)\n",
            "Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /usr/local/lib/python3.7/dist-packages (from botocore<1.21.0,>=1.20.67->boto3->allennlp@ git+https://github.com/allenai/allennlp@65ff0d87a30e6532cb21ea5fe8b7bd436445c128#egg=allennlp->allennlp-hub===0.0.1-unreleased) (2.8.1)\n",
            "Building wheels for collected packages: allennlp, allennlp-semparse, allennlp-reading-comprehension\n",
            "  Building wheel for allennlp (PEP 517) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for allennlp: filename=allennlp-0.9.1_unreleased-cp37-none-any.whl size=3027681 sha256=0995173f296b0055bad0072e7b9859f3e23fb60ae62ac12c5673163da8915fca\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-dubm6keg/wheels/1b/42/3b/21d3203d90fc3924ff1c1a16476efc4155e2f511fe96759e96\n",
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            "  Stored in directory: /tmp/pip-ephem-wheel-cache-dubm6keg/wheels/7f/5d/8e/3778394fa3a10a95ad72b716954cc6b6c35af4f9852b1ce193\n",
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            "  Stored in directory: /tmp/pip-ephem-wheel-cache-dubm6keg/wheels/3a/db/15/8e99e08041f4e6524835cca6c9183541cde528d0624310582f\n",
            "Successfully built allennlp allennlp-semparse allennlp-reading-comprehension\n",
            "Building wheels for collected packages: allennlp-hub, overrides, jsonnet, parsimonious, word2number\n",
            "  Building wheel for allennlp-hub (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for allennlp-hub: filename=allennlp_hub-0.0.1_unreleased-cp37-none-any.whl size=9304 sha256=c32d1f04b5c5ff60c30d61cc96595bf4db4f1f0968bf4ebadec00851f20b0ca3\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-dubm6keg/wheels/3f/98/4b/10be33109d4ccb88c491fb47cb827300bbfb9faf9fa92e95bc\n",
            "  Building wheel for overrides (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for overrides: filename=overrides-2.8.0-cp37-none-any.whl size=5609 sha256=1cd3d0f9e6aa74af4db17cad69c6fe865a7c277738c4f82337b218cd40b95e47\n",
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            "  Created wheel for jsonnet: filename=jsonnet-0.17.0-cp37-cp37m-linux_x86_64.whl size=3388783 sha256=da05336f24fe61043100062ae5789c99cd97949d2074e7ee94f4e3728ee0a94c\n",
            "  Stored in directory: /root/.cache/pip/wheels/26/7a/37/7dbcc30a6b4efd17b91ad1f0128b7bbf84813bd4e1cfb8c1e3\n",
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            "  Created wheel for parsimonious: filename=parsimonious-0.8.1-cp37-none-any.whl size=42711 sha256=368bd92a2381cfd43af8ef847dda888789fbf417aa72076b5c66b722cd5eb668\n",
            "  Stored in directory: /root/.cache/pip/wheels/b7/8d/e7/a0e74217da5caeb3c1c7689639b6d28ddbf9985b840bc96a9a\n",
            "  Building wheel for word2number (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for word2number: filename=word2number-1.1-cp37-none-any.whl size=5589 sha256=32e08936a04fc91aeaeadc9c8ab823305545927e08e7652c2ba26f70fe46a6cf\n",
            "  Stored in directory: /root/.cache/pip/wheels/46/2f/53/5f5c1d275492f2fce1cdab9a9bb12d49286dead829a4078e0e\n",
            "Successfully built allennlp-hub overrides jsonnet parsimonious word2number\n",
            "\u001b[31mERROR: botocore 1.20.67 has requirement urllib3<1.27,>=1.25.4, but you'll have urllib3 1.24.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: responses 0.13.3 has requirement urllib3>=1.25.10, but you'll have urllib3 1.24.3 which is incompatible.\u001b[0m\n",
            "Installing collected packages: flaky, tensorboardX, tokenizers, jmespath, botocore, s3transfer, boto3, sentencepiece, sacremoses, transformers, jsonpickle, semantic-version, conllu, overrides, responses, jsonnet, allennlp, parsimonious, unidecode, allennlp-semparse, py-rouge, word2number, allennlp-reading-comprehension, allennlp-hub\n",
            "Successfully installed allennlp-0.9.1-unreleased allennlp-hub-0.0.1-unreleased allennlp-reading-comprehension-0.0.1-unreleased allennlp-semparse-0.0.1-unreleased boto3-1.17.67 botocore-1.20.67 conllu-2.2.2 flaky-3.7.0 jmespath-0.10.0 jsonnet-0.17.0 jsonpickle-2.0.0 overrides-2.8.0 parsimonious-0.8.1 py-rouge-1.1 responses-0.13.3 s3transfer-0.4.2 sacremoses-0.0.45 semantic-version-2.8.5 sentencepiece-0.1.95 tensorboardX-2.2 tokenizers-0.0.11 transformers-2.4.1 unidecode-1.2.0 word2number-1.1\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-1-11495bd821ca>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0;31m# !pip3 uninstall allennlp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msystem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'pip3 install git+https://github.com/allenai/allennlp-hub'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_hub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretrained\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mallennlp_pretrained\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_hub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretrained\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mallennlp_semparse_pretrained\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpredictors\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp_hub/pretrained/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_hub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretrained\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mallennlp_pretrained\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_hub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretrained\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mallennlp_semparse_pretrained\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp_hub/pretrained/allennlp_pretrained.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpredictors\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_rc\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpredictors\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mrc_predictors\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_hub\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretrained\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhelpers\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0m_load_predictor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/predictors/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m \u001b[0ma\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0mPredictor\u001b[0m\u001b[0;31m`\u001b[0m \u001b[0mthat\u001b[0m \u001b[0mwraps\u001b[0m \u001b[0mit\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \"\"\"\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mPredictor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbiaffine_dependency_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mBiaffineDependencyParserPredictor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconstituency_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mConstituencyParserPredictor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/predictors/predictor.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommon\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mRegistrable\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommon\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mutil\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mJsonDict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msanitize\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDatasetReader\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mInstance\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     13\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbatch\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mBatch\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mModel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/data/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_reader\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDatasetReader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfields\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfield\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDataArray\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mField\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfields\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext_field\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mTextFieldTensors\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstance\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mInstance\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miterators\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_iterator\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDataIterator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/data/dataset_readers/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mccgbank\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mCcgBankDatasetReader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconll2003\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mConll2003DatasetReader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     12\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconll2000\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mConll2000DatasetReader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0montonotes_ner\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mOntonotesNamedEntityRecognition\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/data/dataset_readers/conll2003.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcommon\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfile_utils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mcached_path\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_reader\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDatasetReader\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 10\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mto_bioul\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfields\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mTextField\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mSequenceLabelField\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mField\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mMetadataField\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstance\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mInstance\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/data/dataset_readers/dataset_utils/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0montonotes\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mOntonotes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0montonotes\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mOntonotesSentence\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspan_utils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0menumerate_spans\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspan_utils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mbio_tags_to_spans\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_readers\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdataset_utils\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mspan_utils\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mto_bioul\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0miob1_to_bioul\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/data/dataset_readers/dataset_utils/ontonotes.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mlogging\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mTree\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[0mlogger\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlogging\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetLogger\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/nltk/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    126\u001b[0m \u001b[0;31m###########################################################\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    127\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 128\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchunk\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    129\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassify\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    130\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minference\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/nltk/chunk/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    155\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mload\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    156\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 157\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchunk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapi\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mChunkParserI\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    158\u001b[0m from nltk.chunk.util import (ChunkScore, accuracy, tagstr2tree, conllstr2tree,\n\u001b[1;32m    159\u001b[0m                              \u001b[0mconlltags2tree\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtree2conlltags\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtree2conllstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtree2conlltags\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/nltk/chunk/api.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;31m##//////////////////////////////////////////////////////\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mParserI\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     15\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchunk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mutil\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mChunkScore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/nltk/parse/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     77\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmalt\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mMaltParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     78\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mevaluate\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDependencyEvaluator\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 79\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransitionparser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mTransitionParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     80\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbllip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mBllipParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     81\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mnltk\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcorenlp\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mCoreNLPParser\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mCoreNLPDependencyParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/nltk/parse/transitionparser.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     19\u001b[0m     \u001b[0;32mfrom\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     20\u001b[0m     \u001b[0;32mfrom\u001b[0m \u001b[0mscipy\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msparse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 21\u001b[0;31m     \u001b[0;32mfrom\u001b[0m \u001b[0msklearn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdatasets\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mload_svmlight_file\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     22\u001b[0m     \u001b[0;32mfrom\u001b[0m \u001b[0msklearn\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msvm\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     23\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mImportError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/sklearn/datasets/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mfeatures\u001b[0m \u001b[0msome\u001b[0m \u001b[0martificial\u001b[0m \u001b[0mdata\u001b[0m \u001b[0mgenerators\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \"\"\"\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0m_base\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mload_breast_cancer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      7\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0m_base\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mload_boston\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0m_base\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mload_diabetes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_load_unlocked\u001b[0;34m(spec)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap_external.py\u001b[0m in \u001b[0;36mexec_module\u001b[0;34m(self, module)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap_external.py\u001b[0m in \u001b[0;36mget_code\u001b[0;34m(self, fullname)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap_external.py\u001b[0m in \u001b[0;36mget_data\u001b[0;34m(self, path)\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "Rp2E6zkATz8W",
        "outputId": "d33ddb7e-aff8-4f1e-d999-fba21c147548"
      },
      "source": [
        "# !pip3 uninstall spacy\n",
        " #!pip3 uninstall allennlp\n",
        "!pip3 uninstall blis\n",
        "!pip3 uninstall preshed\n",
        "!pip3 uninstall spacy\n",
        "!pip3 uninstall thic\n",
        "!pip3 install blis==0.4.0\n",
        "!pip3 install preshed==3.0.2\n",
        "!pip3 install thic==7.3.0\n",
        "!pip3 install spacy==2.2.2\n",
        "!pip3 install allennlp==0.9.0\n",
        "from allennlp.predictors.predictor import Predictor\n",
        "predictor = Predictor.from_path(\"https://s3-us-west-2.amazonaws.com/allennlp/models/bidaf-model-2017.09.15-charpad.tar.gz\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Uninstalling blis-0.2.4:\n",
            "  Would remove:\n",
            "    /usr/local/lib/python3.7/dist-packages/blis-0.2.4.dist-info/*\n",
            "    /usr/local/lib/python3.7/dist-packages/blis/*\n",
            "Proceed (y/n)? y\n",
            "  Successfully uninstalled blis-0.2.4\n",
            "Uninstalling preshed-2.0.1:\n",
            "  Would remove:\n",
            "    /usr/local/lib/python3.7/dist-packages/preshed-2.0.1.dist-info/*\n",
            "    /usr/local/lib/python3.7/dist-packages/preshed/*\n",
            "Proceed (y/n)? y\n",
            "  Successfully uninstalled preshed-2.0.1\n",
            "\u001b[33mWARNING: Skipping spacy as it is not installed.\u001b[0m\n",
            "\u001b[33mWARNING: Skipping thic as it is not installed.\u001b[0m\n",
            "Collecting blis==0.4.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/9e/36/99aba8ed2af9aef9a728256e1175a4d46cd0a7a464b7685beb9eff920831/blis-0.4.0-cp37-cp37m-manylinux1_x86_64.whl (3.7MB)\n",
            "\u001b[K     |████████████████████████████████| 3.7MB 4.1MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.15.0 in /usr/local/lib/python3.7/dist-packages (from blis==0.4.0) (1.19.5)\n",
            "\u001b[31mERROR: -pacy 2.2.2 requires preshed<3.1.0,>=3.0.2, which is not installed.\u001b[0m\n",
            "\u001b[31mERROR: - acy requires preshed<3.1.0,>=3.0.2, which is not installed.\u001b[0m\n",
            "\u001b[31mERROR: thinc 7.0.8 requires preshed<2.1.0,>=1.0.1, which is not installed.\u001b[0m\n",
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            "Requirement already satisfied: typing-extensions>=3.6.4; python_version < \"3.8\" in /usr/local/lib/python3.7/dist-packages (from importlib-metadata>=0.20; python_version < \"3.8\"->spacy==2.2.2) (3.7.4.3)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata>=0.20; python_version < \"3.8\"->spacy==2.2.2) (3.4.1)\n",
            "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.2.2) (1.25.11)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.2.2) (2020.12.5)\n",
            "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.2.2) (2.10)\n",
            "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==2.2.2) (3.0.4)\n",
            "Installing collected packages: thinc, spacy\n",
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            "\u001b[31mERROR: Operation cancelled by user\u001b[0m\n",
            "Collecting allennlp==0.9.0\n",
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            "\u001b[0;31mAssertionError\u001b[0m                            Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-9-efc7b9d0de83>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msystem\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'pip3 install allennlp==0.9.0'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mPredictor\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0mpredictor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPredictor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"https://s3-us-west-2.amazonaws.com/allennlp/models/bidaf-model-2017.09.15-charpad.tar.gz\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/predictors/predictor.py\u001b[0m in \u001b[0;36mfrom_path\u001b[0;34m(cls, archive_path, predictor_name, cuda_device, dataset_reader_to_load, frozen, import_plugins, overrides)\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/common/plugins.py\u001b[0m in \u001b[0;36mimport_plugins\u001b[0;34m()\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/common/util.py\u001b[0m in \u001b[0;36mimport_module_and_submodules\u001b[0;34m(package_name)\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp/common/util.py\u001b[0m in \u001b[0;36mimport_module_and_submodules\u001b[0;34m(package_name)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/__init__.py\u001b[0m in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m    125\u001b[0m                 \u001b[0;32mbreak\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    126\u001b[0m             \u001b[0mlevel\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 127\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0m_bootstrap\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_gcd_import\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mlevel\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpackage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlevel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    128\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    129\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_load_unlocked\u001b[0;34m(spec)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap_external.py\u001b[0m in \u001b[0;36mexec_module\u001b[0;34m(self, module)\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/importlib/_bootstrap.py\u001b[0m in \u001b[0;36m_call_with_frames_removed\u001b[0;34m(f, *args, **kwds)\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp_semparse/models/__init__.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_semparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0matis\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0matis_semantic_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mAtisSemanticParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_semparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlvr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlvr_coverage_semantic_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mNlvrCoverageSemanticParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_semparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlvr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlvr_direct_semantic_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mNlvrDirectSemanticParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mallennlp_semparse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodels\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext2sql_parser\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mText2SqlParser\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m from allennlp_semparse.models.wikitables.wikitables_erm_semantic_parser import (\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp_semparse/models/atis/atis_semantic_parser.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     33\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mregister\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"atis_parser\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0;32mclass\u001b[0m \u001b[0mAtisSemanticParser\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mModel\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     36\u001b[0m     \"\"\"\n\u001b[1;32m     37\u001b[0m     \u001b[0mParameters\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/allennlp_semparse/models/atis/atis_semantic_parser.py\u001b[0m in \u001b[0;36mAtisSemanticParser\u001b[0;34m()\u001b[0m\n\u001b[1;32m    547\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    548\u001b[0m     \u001b[0;34m@\u001b[0m\u001b[0moverrides\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 549\u001b[0;31m     \u001b[0;32mdef\u001b[0m \u001b[0mdecode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_dict\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mDict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTensor\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0mDict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTensor\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    550\u001b[0m         \"\"\"\n\u001b[1;32m    551\u001b[0m         \u001b[0mThis\u001b[0m \u001b[0mmethod\u001b[0m \u001b[0moverrides\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0mModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecode\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwhich\u001b[0m \u001b[0mgets\u001b[0m \u001b[0mcalled\u001b[0m \u001b[0mafter\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0mModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mforward\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;31m`\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mat\u001b[0m \u001b[0mtest\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/overrides/overrides.py\u001b[0m in \u001b[0;36moverrides\u001b[0;34m(method)\u001b[0m\n\u001b[1;32m     65\u001b[0m                 \u001b[0mmethod\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__doc__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msuper_method\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__doc__\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     66\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 67\u001b[0;31m     \u001b[0;32mraise\u001b[0m \u001b[0mAssertionError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'No super class method found for \"%s\"'\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     68\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     69\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mAssertionError\u001b[0m: No super class method found for \"decode\""
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Ix4Hm7LiUgLG"
      },
      "source": [
        ""
      ]
    }
  ]
}