Assignment_1_Swarnadeep.ipynb

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  "metadata": {
    "colab": {
      "name": "Assignment 1_Swarnadeep",
      "version": "0.3.2",
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/rijuCr7/NLP/blob/master/Assignment_1_Swarnadeep.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "metadata": {
        "id": "K714U7DXeoRo",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "# Swarnadeep Bhar\n",
        "# MCS201802\n",
        "# Assignment 1"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "tGRrI3PgaCPR",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 4114
        },
        "outputId": "9d8a7a24-2550-4a41-f0af-6c64c4f72aee"
      },
      "cell_type": "code",
      "source": [
        "# In[01]\n",
        "#importing packages for usage\n",
        "import re\n",
        "import nltk\n",
        "nltk.download('all')\n",
        "from nltk.tokenize import word_tokenize\n",
        "from nltk.tokenize import sent_tokenize\n",
        "import os\n",
        "import string\n",
        "from urllib import request"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "9skhxnHsbtMm",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 9387
        },
        "outputId": "e293e5a0-2378-49f0-eaad-947415bf49db"
      },
      "cell_type": "code",
      "source": [
        "#!/usr/bin/env python3\n",
        "# -*- coding: utf-8 -*-\n",
        "\"\"\"\n",
        "Created on Wed Feb 13 21:37:05 2019\n",
        "\n",
        "@author: swarnadeep\n",
        "\"\"\"\n",
        "\n",
        "\"\"\"\n",
        "    Speed as Value = Speed(v)\n",
        "    Speed as Question = Speed(Q)\n",
        "    Distance as Value = Distance(V)\n",
        "    Distance as Question = Distance(Q)\n",
        "    Time as Value = Time(V)\n",
        "    Time as Question = Time(Q)\n",
        "    Acceleration as Value = Acceleration(V)\n",
        "    Acceleration as Question = Acceleration(Q)\n",
        "\"\"\"\n",
        "# In[02]\n",
        "#function to test whether a sentence is a question or not\n",
        "def isQuestion(sentence):\n",
        "    flag = False\n",
        "    question_terms = [\"calculate\",\"what\",\"why\",\"when\",\"how\",\"find\",\"determine\"]\n",
        "    if sentence.endswith(\"?\"):\n",
        "        return True\n",
        "    else:\n",
        "        terms = word_tokenize(sentence)\n",
        "        for term in terms:\n",
        "            if term.lower() in question_terms:\n",
        "                flag = True\n",
        "    return flag\n",
        "# In[03]\n",
        "#copied from github,match multiple regular expressions\n",
        "def replace(expr, substitutions):\n",
        "    substrings = sorted(substitutions, key=len, reverse=True)\n",
        "    regex = re.compile('|'.join(map(re.escape, substrings)))\n",
        "    return regex.sub(lambda match: substitutions[match.group(0)], expr)\n",
        "# In[04]\n",
        "#method to standardize speed\n",
        "def standardizeSpeed(text):\n",
        "    \"\"\"convert the units to the standard form as prescribed\"\"\"\n",
        "    substitutions={\"metres per second\":\"l/t\",\n",
        "                   \"metres per hour\":\"l/t\",\n",
        "                   \"metres per minute\":\"l/t\",\n",
        "                   \"kilometres per second\":\"l/t\",\n",
        "                   \"kilometres per hour\":\"l/t\",\n",
        "                   \"miles per second\":\"l/t\",\n",
        "                   \"miles per hour\":\"l/t\",\n",
        "                   \"miles per minute\":\"l/t\",\n",
        "                   \"konts\":\"l/t\",\n",
        "                   \"feet per second\":\"l/t\",\n",
        "                   }\n",
        "    text = replace(text,substitutions)\n",
        "    #check for short forms first\n",
        "    short_form = {\"km/hr\":\"l/t\",\n",
        "                  \"km/h\":\"l/t\",\n",
        "                  \"m/s\":\"l/t\",\n",
        "                  \"mi/h\":\"l/t\",\n",
        "                  \"kmh\":\"l/t\"\n",
        "                  }\n",
        "    term_list = word_tokenize(text)\n",
        "    output_length = \"\"\n",
        "    for word in term_list:\n",
        "        if word.lower() in short_form.keys():\n",
        "            output_length = output_length + \" \" + short_form[word.lower()]\n",
        "        else:\n",
        "            output_length = output_length + \" \" + word\n",
        "    #output_length = replace(text,substitutions)\n",
        "    return output_length\n",
        "# In[05]\n",
        "def standardizeTime(text):  \n",
        "    #convert the time to the standard form\n",
        "    substitutions={\"seconds\":\"t\",\n",
        "                   \"minutes\":\"t\",\n",
        "                   \"hours\":\"t\",\n",
        "                   \"second\":\"t\",\n",
        "                   \"minute\":\"t\",\n",
        "                   \"hour\":\"t\",\n",
        "                   \"s\":\"t\"\n",
        "                   }\n",
        "    term_list = word_tokenize(text)\n",
        "    output_length = \"\"\n",
        "    for word in term_list:\n",
        "        if word.lower() in substitutions.keys():\n",
        "            output_length = output_length + \" \" + substitutions[word.lower()]\n",
        "        else:\n",
        "            output_length = output_length + \" \" + word\n",
        "    #output_length = replace(text,substitutions)\n",
        "    return output_length\n",
        "# In[06]\n",
        "def standardizeLength(text):\n",
        "    substitutions={\"metres\":\"l\",\n",
        "                   \"miles\":\"l\",\n",
        "                   \"degree\":\"l\",\n",
        "                   \"meters\":\"l\",\n",
        "                   \"miles\":\"l\",\n",
        "                   \"kilometres\":\"l\",\n",
        "                   \"centimetres\":\"l\",\n",
        "                   \"ms\":\"l\",\n",
        "                   \"mi\":\"l\",\n",
        "                   \"m\":\"l\",\n",
        "                   \"cms\":\"l\",\n",
        "                   \"kms\":\"l\",\n",
        "                   \"m\":\"l\",\n",
        "                   \"cm\":\"l\",\n",
        "                   \"km\":\"l\",\n",
        "                   str(chr(176)):\"l\" #degree symbol\n",
        "                   }\n",
        "    term_list = word_tokenize(text)\n",
        "    output_length = \"\"\n",
        "    for word in term_list:\n",
        "        for punct in string.punctuation:\n",
        "            if punct != '/':\n",
        "                word = word.replace(punct,\"\")\n",
        "        if word.lower() in substitutions.keys():\n",
        "            output_length = output_length + \" \" + substitutions[word.lower()]\n",
        "        else:\n",
        "            output_length = output_length + \" \" + word\n",
        "    return output_length\n",
        "# In[07]\n",
        "def standardizeAcc(text):\n",
        "    substitutions={\"m/s2\":\" l/t2\",\n",
        "                   \"m/s^2\":\" l/t2\"\n",
        "                   }\n",
        "    output_length = replace(text,substitutions)\n",
        "    return output_length\n",
        "# In[08]\n",
        "def splitNumbersAndUnits(text):\n",
        "    term_list = word_tokenize(text)\n",
        "    #print(term_list)\n",
        "    new_term = \"\"\n",
        "    change_terms = {}\n",
        "    problem = []\n",
        "    pos = 0\n",
        "    for term in term_list:\n",
        "        if term[0].isdigit():\n",
        "            #print(term)\n",
        "            problem.append(term)\n",
        "    for word in problem:\n",
        "        for i in range(0,len(word)):\n",
        "            #print(word[i])\n",
        "            if not word[i].isdigit():\n",
        "                pos = i\n",
        "                #print(pos)\n",
        "                break\n",
        "        #print(word[:pos])\n",
        "        #print(word[pos:])\n",
        "        new_term = word[:pos] + \" \" + word[pos:]\n",
        "        change_terms[word] = new_term\n",
        "        #print(new_term)\n",
        "    #print(change_terms)\n",
        "    new_text = \"\"\n",
        "    for term in term_list:\n",
        "        if term in change_terms.keys():\n",
        "            new_text = new_text + \" \" + change_terms[term]\n",
        "        else:\n",
        "            new_text = new_text + \" \" + term\n",
        "    return new_text\n",
        "# In[09]\n",
        "def standardizeText(text):\n",
        "    #insert accleration standardize here\n",
        "    accleration = standardizeAcc(text)\n",
        "    speed = standardizeSpeed(accleration)\n",
        "    time_speed = standardizeTime(speed)\n",
        "    length_time_speed =  standardizeLength(time_speed)\n",
        "    final_standard=\"\"\n",
        "    tokens = word_tokenize(length_time_speed)\n",
        "    #checking for spurious units\n",
        "    for i in range(0,len(tokens)):\n",
        "        #print(length_time_speed[i])\n",
        "        if i >= 0:\n",
        "            if tokens[i] == 'l/t':\n",
        "                if (i-1) >= 0 and not tokens[i-1].isdigit():\n",
        "                    #length_time_speed[i] = \" \"\n",
        "                    final_standard = final_standard + \" \"\n",
        "                else:\n",
        "                    final_standard = final_standard + \" \" + tokens[i]\n",
        "            elif tokens[i] == 'l':\n",
        "                if (i-1) >= 0 and not tokens[i-1].isdigit():\n",
        "                    #length_time_speed[i] = \" \"\n",
        "                    final_standard = final_standard + \" \"\n",
        "                else:\n",
        "                    final_standard = final_standard + \" \" + tokens[i]\n",
        "            elif tokens[i] == 't':\n",
        "                if (i-1) >= 0 and not tokens[i-1].isdigit():\n",
        "                    #length_time_speed[i] = \" \"\n",
        "                    final_standard = final_standard + \" \"\n",
        "                else:\n",
        "                    final_standard = final_standard + \" \" + tokens[i]\n",
        "            elif tokens[i] == 'l/t2':\n",
        "                if (i-1) >= 0 and not tokens[i-1].isdigit():\n",
        "                    #length_time_speed[i] = \" \"\n",
        "                    final_standard = final_standard + \" \"\n",
        "                else:\n",
        "                    final_standard = final_standard + \" \" + tokens[i]\n",
        "            else:\n",
        "                final_standard = final_standard + \" \" + tokens[i]\n",
        "    return final_standard\n",
        "# In[10]\n",
        "#creating dictionaries for synomyms \n",
        "distance = {'distance':\"distance\",\n",
        "            'displacement':\"displacement\",\n",
        "            'area':\"area\",\n",
        "            'height':\"height\",\n",
        "            'far':\"far\",\n",
        "            'tall':\"tall\",\n",
        "            'length':\"length\",\n",
        "            'orbit':\"orbit\",\n",
        "            'high':\"high\",\n",
        "            'angle':\"angle\",\n",
        "            'altitude':\"altitude\",\n",
        "            'radius':\"radius\",\n",
        "            'scope':\"scope\",\n",
        "            'seperation':\"seperation\",\n",
        "            'size':\"size\",\n",
        "            'stretch':\"stretch\",\n",
        "            'width':\"width\",\n",
        "            'degreee':\"degree\",\n",
        "        }\n",
        "speed = {'velocity':\"velocity\",\n",
        "         'agility':\"agility\",\n",
        "         'pace':\"pace\",\n",
        "         'quickness':\"quickness\",\n",
        "         'swiftness':\"swiftnes\",\n",
        "         'speed':\"speed\",\n",
        "         'fast':\"fast\"\n",
        "         }\n",
        "time = {'time':\"time\",\n",
        "        'long':\"long\",\n",
        "        'seconds':\"seconds\",\n",
        "        'hang time':\"hang time\",\n",
        "        'hangtime':\"hangtime\",\n",
        "        'hang-time':\"hang-time\",\n",
        "        'in the air':\"in the air\"\n",
        "        }\n",
        "\n",
        "accleration = {'acceleration':\"acceleration\",\n",
        "               'deceleration':\"deceleration\"\n",
        "               }\n",
        "# In[11]\n",
        "#this method is always run after the standardizeText method \n",
        "def extractInformation(sentence):\n",
        "    information = {'Speed(V)':0,\n",
        "                   'Speed(Q)':0,\n",
        "                   'Distance(V)':0,\n",
        "                   'Distance(Q)':0,\n",
        "                   'Time(V)':0,\n",
        "                   'Time(Q)':0,\n",
        "                   'Acceleration(V)':0,\n",
        "                   'Acceleration(Q)':0\n",
        "                   }\n",
        "    term_list = word_tokenize(sentence)\n",
        "    #print(term_list)\n",
        "    for word in term_list:\n",
        "        if word == \"l/t\":\n",
        "            #print(\"Speed as Value\")\n",
        "            information['Speed(V)'] = 1\n",
        "        if word == \"l\":\n",
        "            #print(\"Distance as Value\")\n",
        "            information['Distance(V)'] = 1\n",
        "        if word == \"t\":\n",
        "            #print(\"Time as Value\")\n",
        "            information['Time(V)'] = 1\n",
        "        if word == \"l/t2\":\n",
        "            #print(\"Acceleration as Value\")\n",
        "            information['Acceleration(V)'] = 1                \n",
        "    for i in range(len(term_list)):\n",
        "        word = term_list[i]\n",
        "        if word.lower() in speed.values():\n",
        "            flag = False\n",
        "            for j in range(i+1,len(term_list)):\n",
        "                if \"l/t\" == term_list[j]:\n",
        "                    flag = True\n",
        "                    break\n",
        "            if flag :\n",
        "                information['Speed(V)'] = 1\n",
        "                #print(\"Speed as Value\")\n",
        "            else:\n",
        "                information['Speed(Q)'] = 1\n",
        "                #print(\"Speed as Question\")\n",
        "        if word.lower() in distance.values():\n",
        "            flag = False\n",
        "            punctuation = \"!#$%&'()*+,-.:;<=>?@[\\]^_`{|}~\"\n",
        "            useless = False\n",
        "            for j in range(i+1,len(term_list)):\n",
        "                if \"l\" == term_list[j]:\n",
        "                    flag = True\n",
        "                    break\n",
        "                elif term_list[j] in punctuation:\n",
        "                    useless = True\n",
        "            if flag and not useless:\n",
        "                information['Distance(V)'] = 1\n",
        "                #print(\"Distance as Value\")\n",
        "            else:\n",
        "                if not useless:\n",
        "                    information['Distance(Q)'] = 1\n",
        "                    #print(\"Distance as Question\")\n",
        "        if word.lower() in time.values():\n",
        "            flag = False\n",
        "            for j in range(i+1,len(term_list)):\n",
        "                if \"t\" == term_list[j]:\n",
        "                    flag = True\n",
        "                    break\n",
        "            if flag :\n",
        "                information['Time(V)'] = 1\n",
        "                #print(\"Time as Value\")\n",
        "            else:\n",
        "                information['Time(Q)'] = 1\n",
        "                #print(\"Time as Question\")\n",
        "        if word.lower() in accleration.values():\n",
        "            flag = False\n",
        "            for j in range(i+1,len(term_list)):\n",
        "                if \"l/t2\" == term_list[j]:\n",
        "                    flag = True\n",
        "                    break\n",
        "            if flag :\n",
        "                information['Acceleration(V)'] = 1\n",
        "                #print(\"Accleration as Value\")\n",
        "            else:\n",
        "                information['Acceleration(Q)'] = 1\n",
        "                #print(\"Accleration as Question\")\n",
        "    return information\n",
        "# In[12]\n",
        "def is_useless(statement):\n",
        "    term_list = word_tokenize(statement)\n",
        "    #print(term_list)\n",
        "    flag = True\n",
        "    for word in term_list:\n",
        "        if word == \"l/t\":\n",
        "            flag =  False\n",
        "            break\n",
        "        if word == \"t\":\n",
        "            flag = False\n",
        "            break\n",
        "        if word == \"l\":\n",
        "            flag = False\n",
        "            break\n",
        "        if word == \"l/t2\":\n",
        "            flag = False\n",
        "            break\n",
        "    return flag\n",
        "# In[13]\n",
        "def eliminateBrackets(problem):\n",
        "    bracketed=problem[problem.find(\"(\")+1:problem.find(\")\")]#finding string between 2 brackets\n",
        "    #if useless then eliminate the bracketed part\n",
        "    print(is_useless(bracketed))\n",
        "    if is_useless(bracketed):\n",
        "        temp_new_problem = problem.replace(bracketed,\" \")\n",
        "        new_problem = temp_new_problem.replace(\"( )\",\" \")\n",
        "        return new_problem\n",
        "    else:\n",
        "        return problem\n",
        "# In[14]\n",
        "def make_index():\n",
        "    print(\"Indexing,Please Wait....\")\n",
        "    print(\"Speed May depend on Internet Connection....\")\n",
        "    index={}\n",
        "    for i in range(0,271):\n",
        "        file = 'file'+str(i)+'.txt'\n",
        "        url=\"https://www.cmi.ac.in/~koustav/Assignment-1/\"+file\n",
        "        res=request.urlopen(url)\n",
        "        file_content=res.read()\n",
        "        text=file_content.decode('utf-8')\n",
        "        index[file] = extractInformation(standardizeText(splitNumbersAndUnits(text)))\n",
        "    for key,value in index.items():\n",
        "        print(key,value)\n",
        "        print(\"================\")\n",
        "    print(\"=================================================\")\n",
        "    print(\"Showing sample access to a particular vector\")\n",
        "    print(\"file267.txt\")\n",
        "    print(\"==================================================\")\n",
        "    print(index['file267.txt'])\n",
        "    print(\"==================================================\")\n",
        "# In[15]\n",
        "make_index()\n"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Indexing,Please Wait....\n",
            "Speed May depend on Internet Connection....\n",
            "file0.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file1.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file2.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file3.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file4.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file5.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file6.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file7.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 1, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file8.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file9.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file10.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file11.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file12.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file13.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file14.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file15.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file16.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file17.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file18.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file19.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file20.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file21.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file22.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file23.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file24.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file25.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file26.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file27.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file28.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file29.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file30.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file31.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file32.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file33.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file34.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file35.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
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            "file228.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file229.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file230.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file231.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file232.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file233.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file234.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file235.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file236.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file237.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file238.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file239.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file240.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file241.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file242.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file243.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file244.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file245.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file246.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file247.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file248.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file249.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file250.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file251.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file252.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file253.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file254.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file255.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file256.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file257.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file258.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file259.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file260.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file261.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file262.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file263.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file264.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file265.txt {'Speed(V)': 1, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file266.txt {'Speed(V)': 0, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 1, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file267.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file268.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 1}\n",
            "================\n",
            "file269.txt {'Speed(V)': 1, 'Speed(Q)': 0, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 0, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "file270.txt {'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 0, 'Distance(Q)': 1, 'Time(V)': 1, 'Time(Q)': 0, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "================\n",
            "=================================================\n",
            "Showing sample access to a particular vector\n",
            "file267.txt\n",
            "==================================================\n",
            "{'Speed(V)': 0, 'Speed(Q)': 1, 'Distance(V)': 1, 'Distance(Q)': 0, 'Time(V)': 0, 'Time(Q)': 1, 'Acceleration(V)': 0, 'Acceleration(Q)': 0}\n",
            "==================================================\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "wiLcsRB1emqU",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}