updated

ASpeakGrammar/.idea/FlaskSpellChecker.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_CONFIGURATION" value="Jinja2" />
+    <option name="TEMPLATE_FOLDERS">
+      <list>
+        <option value="$MODULE_DIR$/../FlaskSpellChecker\templates" />
+      </list>
+    </option>
+  </component>
+  <component name="TestRunnerService">
+    <option name="PROJECT_TEST_RUNNER" value="Unittests" />
+  </component>
+</module>
\ No newline at end of file

ASpeakGrammar/.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.6.3 (C:\Users\tharu\AppData\Local\Programs\Python\Python36-32\python.exe)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

ASpeakGrammar/.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/FlaskSpellChecker.iml" filepath="$PROJECT_DIR$/.idea/FlaskSpellChecker.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

ASpeakGrammar/ASpeakGrammar.py

+from datetime import datetime
+from SinhalaGrammarRules import sinhala
+from nltk import grammar, parse
+import json
+import string
+import numpy as np
+import requests
+from requests.structures import CaseInsensitiveDict
+
+def checkGrammar(sentence):
+    try:
+        singram = grammar.FeatureGrammar.fromstring(sinhala)
+        parser = parse.FeatureEarleyChartParser(singram)
+        strLine = sentence
+        
+        url = "https://easysinhalaunicode.com/Api/convert"
+
+        headers = CaseInsensitiveDict()
+        headers["content-type"] = "application/x-www-form-urlencoded; charset=UTF-8"
+        headers["user-agent"] = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/100.0.4896.127 Safari/537.36"
+        data = "data="+strLine
+        print('strLine is : '+strLine)
+        print('data is : '+data)
+         
+        res = requests.post(url, headers=headers, data=data)
+        print('singlish API response : '+res.text)
+        
+        sinhalaText = res.text
+        print('Sinhala is : '+sinhalaText)
+
+        tokens = sinhalaText.split()
+        trees = parser.parse(tokens)
+
+        chkStrgFirst = "Test"
+        chkStrgFinal = "Test"
+
+        print('tokens & length : '+str(tokens))
+        print(len(tokens))
+
+        if len(tokens) > 1:
+            i = 0
+            for tree in trees:
+                for node in tree:
+                    for nodenode in node:
+                        print(str(node))
+                        if i == 0:
+                            chkStrgFirst = str(nodenode)
+                            print(str(nodenode) + '\n')
+                        i = i + 1
+                        chkStrgFinal = str(nodenode)
+
+        print(chkStrgFirst)
+        print(chkStrgFinal)
+
+        chkStrgFirstArry = chkStrgFirst.split("[")
+        chkStrgFirst = chkStrgFirstArry[1]
+        chkStrgFirstArry = chkStrgFirst.split("]")
+        chkStrgFirst = chkStrgFirstArry[0]
+        print(chkStrgFirst)
+
+        chkStrgFinalArry = chkStrgFinal.split("[")
+        chkStrgFinal = chkStrgFinalArry[1]
+        chkStrgFinalArry = chkStrgFinal.split("]")
+        chkStrgFinal = chkStrgFinalArry[0]
+        print(chkStrgFinal)
+
+        jstre = json.dumps(tree)
+        jsting = json.loads(jstre)
+        newstr = str(jsting)
+        newstr02 = newstr.replace("[", "")
+        newstr03 = newstr02.replace("]", "")
+        print(newstr03)
+
+        tense = "test"
+        singular_plural = "test"
+        gramr = "Correct grammar"
+
+        if "TENSE='Npast'" in chkStrgFinal:
+            tense = "present"
+        if "TENSE='past'" in chkStrgFinal:
+            tense = "past"
+        if "NUM='pl'" in chkStrgFirst and "NUM='pl'" in chkStrgFinal:
+            singular_plural = "plural"
+        if "NUM='sg'" in chkStrgFirst and "NUM='sg'" in chkStrgFinal:
+            singular_plural = "singular"
+        if tense == "test" or singular_plural == "test":
+            gramr = "Wrong grammar"
+
+        jObj = {}
+        jObj["inputText"] = strLine
+        jObj["sinhalaText"] = sinhalaText
+        jObj["isCorrectGrammar"] = gramr
+        jObj["tense"] = tense
+        jObj["numberOfGrammar"] = singular_plural
+
+    except Exception as e:
+        print (e)
+        tense = "Wrong tense"
+        singular_plural = "Wrong grammar number"
+        gramr = "Wrong grammar"
+        jObj = {}
+        jObj["inputText"] = strLine
+        jObj["sinhalaText"] = sinhalaText
+        jObj["isCorrectGrammar"] = gramr
+        jObj["tense"] = tense
+        jObj["numberOfGrammar"] = singular_plural
+
+    print(jObj)
+    return jObj

ASpeakGrammar/ASpeakGrammarAPI.py

+from datetime import datetime
+from flask import Flask
+from flask import Response
+from SinhalaGrammarRules import sinhala
+from nltk import grammar, parse
+from flask import request
+import json
+import string
+import numpy as np
+import requests
+from requests.structures import CaseInsensitiveDict
+import urllib.request
+
+app = Flask(__name__)
+
+@app.route('/check-grammar', methods=['GET', 'POST'])
+def upload():
+    try:
+        singram = grammar.FeatureGrammar.fromstring(sinhala)
+        parser = parse.FeatureEarleyChartParser(singram)
+        strLine = request.json['inputText']
+        
+        #****************************
+        url = "https://easysinhalaunicode.com/Api/convert"
+
+        #headers = CaseInsensitiveDict()
+        #headers["content-type"] = "application/x-www-form-urlencoded; charset=UTF-8"
+        #headers["user-agent"] = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/100.0.4896.127 Safari/537.36"
+
+        user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/100.0.4896.127 Safari/537.36'
+        content_type = 'application/x-www-form-urlencoded; charset=UTF-8'
+        headers = {'User-Agent': user_agent, 'Content-Type': content_type}
+        #data = strLine
+        print('strLine is : '+strLine)
+        #print('data is : '+data)
+        print(url)
+        print(headers)
+
+        values = {'data': strLine }
+        print(values)
+        data = urllib.parse.urlencode(values)
+        print(data)
+        data = data.encode('utf-8')
+        print(data)
+        res = urllib.request.urlopen(url, data, headers)
+        print('***********')
+        #resdata = res.read()
+        print(res)
+
+        #res = requests.post(url, headers=headers, data=data)
+        #jsonData = res.json()
+        #for data in jsonData:
+        #    print(data)
+        
+        print(res.text)
+        sinhalaText = res.text
+        print('Singlish : '+sinhalaText)
+
+        #**************************
+
+        tokens = strLine.split()
+        trees = parser.parse(tokens)
+
+        chkStrgFirst = "Test"
+        chkStrgFinal = "Test"
+
+        sentenceSize = []
+
+        print('tokens : '+str(tokens))
+        print(len(tokens))
+
+        if len(tokens) == 2:
+            print('in 2nd node')
+            i = 0
+            for tree in trees:
+                for node in tree:
+
+                    for nodenode in node:
+                        print(str(node))
+                        if i == 0:
+                            chkStrgFirst = str(nodenode)
+                            print(str(nodenode) + '\n')
+                        i = i + 1
+                        chkStrgFinal = str(nodenode)
+
+        if len(tokens) == 3:
+            print('in 3rd node')
+            i = 0
+            for tree in trees:
+
+                for node in tree:
+
+                    for nodenode in node:
+                        if i == 0:
+                            chkStrgFirst = str(nodenode)
+                            print(str(nodenode) + '\n')
+                        i = i + 1
+                        chkStrgFinal = str(nodenode)
+
+        if len(tokens) == 4:
+            print('in 4th node')
+            i = 0
+            for tree in trees:
+                for node in tree:
+
+                    for nodenode in node:
+
+                        if i == 0:
+                            chkStrgFirst = str(nodenode)
+                            print(str(nodenode) + '\n')
+                        i = i + 1
+                        chkStrgFinal = str(nodenode)
+
+        print(chkStrgFirst)
+        print(chkStrgFinal)
+
+        chkStrgFirstArry = chkStrgFirst.split("[")
+        chkStrgFirst = chkStrgFirstArry[1]
+        chkStrgFirstArry = chkStrgFirst.split("]")
+        chkStrgFirst = chkStrgFirstArry[0]
+        print(chkStrgFirst)
+
+        print("***************")
+
+        chkStrgFinalArry = chkStrgFinal.split("[")
+        chkStrgFinal = chkStrgFinalArry[1]
+        chkStrgFinalArry = chkStrgFinal.split("]")
+        chkStrgFinal = chkStrgFinalArry[0]
+        print(chkStrgFinal)
+
+        jstre = json.dumps(tree)
+        jsting = json.loads(jstre)
+        newstr = str(jsting)
+        newstr02 = newstr.replace("[", "")
+        newstr03 = newstr02.replace("]", "")
+        print(newstr03)
+
+        tense = "test"
+        singular_plural = "test"
+        gramr = "correct grammar"
+
+        if "TENSE='Npast'" in chkStrgFinal:
+            tense = "present"
+        if "TENSE='past'" in chkStrgFinal:
+            tense = "past"
+        if "NUM='pl'" in chkStrgFirst and "NUM='pl'" in chkStrgFinal:
+            singular_plural = "plural"
+        if "NUM='sg'" in chkStrgFirst and "NUM='sg'" in chkStrgFinal:
+            singular_plural = "singular"
+        if tense == "test" or singular_plural == "test":
+            gramr = "Wrong grammar"
+
+        #print(sentenceSize)
+
+        jObj = {}
+        jObj["inputText"] = strLine
+        jObj["isCorrectGrammar"] = gramr
+        jObj["tense"] = tense
+        jObj["numberOfGrammar"] = singular_plural
+
+    except Exception as e:
+        print (e)
+        tense = "Wrong tense."
+        singular_plural = "Wrong grammar number."
+        gramr = "Wrong grammar."
+        jObj = {}
+        jObj["inputText"] = strLine
+        jObj["isCorrectGrammar"] = gramr
+        jObj["tense"] = tense
+        jObj["numberOfGrammar"] = singular_plural
+
+    return Response(json.dumps(jObj), mimetype='application/json')
+
+
+@app.route('/test', methods=['GET', 'POST'])
+def res_massage():
+    return "Hello User!"
+
+
+if __name__ == '__main__':
+    app.run(port=5000, debug=True)

ASpeakGrammar/README.md

+## Libraries
+* nltk
+* flask
+* request
+
+## Helpers
+* SinhalaGrammarRules.py
+
+## Execute
+* ASpeakGrammar.py

ASpeakGrammar/static/Scripts/index.js

+function singlishConvert(){
+    var str = $("#InputText").val();
+    if(str.length>0){
+    dataSend = {"inputText" : $("#InputText").val()}
+    console.log(dataSend)
+    $.ajax({
+        type: "POST",
+        url: "/check-grammar",
+        data: JSON.stringify(dataSend, null, '\t'),
+        contentType: 'application/json;charset=UTF-8',
+        success: function (data) {
+            console.log(data)
+            if(data.isCorrectGrammar === "Wrong grammar"){
+                $("#resultGrammar").text("ව්‍යාකරණ වැරදියි");
+            }
+            if(data.isCorrectGrammar === "Correct grammar") {
+                $("#resultGrammar").text("ව්‍යාකරණ නිවැරදියි");
+            }
+            if(data.tense === "test"){
+                $("#resultTense").text("කාලය වැරදියි");
+            }
+            if(data.tense === "present"){
+                $("#resultTense").text("වර්තමාන කාල");
+             }
+             if(data.tense === "past"){
+                $("#resultTense").text("අතීත කාල");
+             }
+             if(data.numberOfGrammar === "test"){
+                $("#numberVal").text("සංඛ්‍යාව වැරදියි");
+             }
+             if(data.numberOfGrammar === "plural"){
+                $("#numberVal").text("බහු වචන");
+             }
+             if(data.numberOfGrammar === "singular"){
+                $("#numberVal").text("ඒක වචන");
+             }
+             $("#sinhalaString").text(data.sinhalaText);
+        },
+        complete: function (xhr, textStatus) {
+            console.log("AJAX Request complete -> ", xhr, " -> ", textStatus);
+        },
+        error: function () {
+            $("#sinhalaString").text("හරිද ?");
+            $("#resultGrammar").text("හරිද ?");
+            $("#resultTense").text("හරිද ?");
+            $("#numberVal").text("හරිද ?");
+            $("#myModal").modal();
+            console.log("Error occur");
+        }
+    });
+
+    }else{
+        $("#sinhalaString").text("හරිද ?");
+        $("#resultGrammar").text("හරිද ?");
+        $("#resultTense").text("හරිද ?");
+        $("#numberVal").text("හරිද ?");
+        $("#myModal02").modal();
+    }
+};

ASpeakGrammar/static/Scripts/script.js

+function rectime(secs) {
+    var hr = Math.floor(secs / 3600);
+    var min = Math.floor((secs - (hr * 3600))/60);
+    var sec = Math.floor(secs - (hr * 3600) - (min * 60));
+
+    if (hr < 10) {hr = '0' + hr; }
+    if (min < 10) {min = '0' + min;}
+    if (sec < 10) {sec = '0' + sec;}
+    if (hr) {hr = '00';}
+    return hr + ':' + min + ':' + sec;
+}
+
+(function($) {
+    $.fn.myPlayer = function() {
+        return this.each(function() {
+            // variables
+            var $oMain = $(this);
+            var $oVideo = $('video', $oMain);
+            var $oPlay = $('.play', $oMain);
+            var $oPause = $('.pause', $oMain);
+            var $oTimeSlider = $('.time_slider', $oMain);
+            var $oTimer = $('.timer', $oMain);
+            var $oVolSlider = $('.volume_slider', $oMain);
+            var $oMute = $('.mute', $oMain);
+            var $oUnmute = $('.unmute', $oMain);
+            var bTimeSlide = false;
+            var iVolume = 1;
+
+            // functions section
+            var prepareTimeSlider = function() {
+                if (! $oVideo[0].readyState) {
+                    setTimeout(prepareTimeSlider, 1000);
+                } else {
+                    $oTimeSlider.slider({
+                        value: 0,
+                        step: 0.01,
+                        orientation: 'horizontal',
+                        range: 'min',
+                        max: $oVideo[0].duration,
+                        animate: true,
+                        slide: function() {
+                            bTimeSlide = true;
+                        },
+                        stop:function(e, ui) {
+                            bTimeSlide = false;
+                            $oVideo[0].currentTime = ui.value;
+                        }
+                    });
+                };
+            };
+
+            // events section
+            $oPlay.click(function () {  
+                $oVideo[0].play();
+                $oPlay.hide();
+                $oPause.css('display', 'block');
+            });
+            $oPause.click(function () {  
+                $oVideo[0].pause();
+                $oPause.hide();
+                $oPlay.css('display', 'block');
+            });
+            $oMute.click(function () {  
+                $oVideo[0].muted = true;
+                $oVolSlider.slider('value', '0');
+                $oMute.hide();
+                $oUnmute.css('display', 'block');
+            });
+            $oUnmute.click(function () {  
+                $oVideo[0].muted = false;
+                $oVolSlider.slider('value', iVolume);
+                $oUnmute.hide();
+                $oMute.css('display', 'block');
+            });
+
+            // bind extra inner events
+            $oVideo.bind('ended', function() {
+                $oVideo[0].pause();
+                $oPause.hide();
+                $oPlay.css('display', 'block');
+            });
+            $oVideo.bind('timeupdate', function() {
+                var iNow = $oVideo[0].currentTime;
+                $oTimer.text(rectime(iNow));
+                if (! bTimeSlide)
+                    $oTimeSlider.slider('value', iNow);
+            });
+
+            // rest initialization
+            $oVolSlider.slider({
+                value: 1,
+                orientation: 'vertical',
+                range: 'min',
+                max: 1,
+                step: 0.02,
+                animate: true,
+                slide: function(e, ui) {
+                    $oVideo[0].muted = false;
+                    iVolume = ui.value;
+                    $oVideo[0].volume = ui.value;
+                }
+            });
+            prepareTimeSlider();
+            $oVideo.removeAttr('controls');
+        });
+    };
+})(jQuery);
\ No newline at end of file

ASpeakGrammar/templates/Index.html

+<!DOCTYPE HTML>
+<html>
+<head>
+<title>ASpeak</title>
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<meta name="keywords" content="Grammar Checker" />
+<script type="application/x-javascript"> addEventListener("load", function() { setTimeout(hideURLbar, 0); }, false);
+function hideURLbar(){ window.scrollTo(0,1); } </script>
+
+<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css">
+<link rel="stylesheet" href="static/Css/style.css" type="text/css" media="all" />
+<link href="//fonts.googleapis.com/css?family=Roboto:100,100i,300,300i,400,400i,500,500i,700,700i,900,900i&amp;subset=cyrillic,cyrillic-ext,greek,greek-ext,latin-ext,vietnamese" rel="stylesheet">
+
+</head>
+<body>
+    <h1 class="agile-head">  ASpeak Grammar</h1>
+	<div class="wrap">
+		<div class="total-content">
+			<div class="top-grids-222">
+				<div class="w3l-main">
+                    <h3>let us check grammar</h3>
+                    <form id="Upload_Form" method="POST" enctype="multipart/form-data">
+						<input id="InputText" type="text" class="name" name="text" placeholder="Insert here" required="">
+                         <input id="UploadInput" onclick="singlishConvert()" type="button" name="my-form" value="Check Now">
+					</form>
+				</div>
+			</div>
+			<div class="top-grids">
+				<div class="profile-agile">
+                    <h2>Results</h2><br>
+					<div class="w3layouts">
+						<img src="static/images/sinhala_a.png" width="80" alt=" " />
+                        <h3>Sinhala</h3><br>
+						<h2 id="sinhalaString">Sinhala Text</h2>
+					</div>
+					<div class="agileits-w3layouts">
+						<div class="w3l">
+							<h4>කාලය</h4>
+						</div>
+						<div class="w3l">
+							<h4 id="resultTense">හරිද ?</h4>
+						</div>
+						<div class="clear"></div>
+					</div><br>
+					<div class="agileits-w3layouts">
+						<div class="w3l">
+							<h4>සංඛ්‍යාව</h4>
+						</div>
+						<div class="w3l">
+							<h4 id="numberVal">හරිද ?</h4>
+						</div>
+						<div class="clear"></div>
+					</div><br>
+					<div class="agileits-w3layouts">
+						<div class="w3l">
+							<h4>ව්‍යාකරණ</h4>
+						</div>
+						<div class="w3l">
+							<h4 id="resultGrammar">හරිද ?</h4>
+						</div>
+						<div class="clear"></div>
+					</div><br>
+				</div>
+			</div>
+			<div class="clear"></div>
+		</div>
+	</div>
+
+    
+    <div class="modal fade" id="myModal" role="dialog">
+        <div class="modal-dialog">
+            <div class="modal-content">
+                <div class="modal-header">
+                    <button type="button" class="close" data-dismiss="modal">&times;</button>
+                    <h4 class="modal-title">Error occured</h4>
+                </div>
+                <div class="modal-body">
+                    <p>Connection Issue</p>
+                </div>
+                <div class="modal-footer">
+                    <button type="button" class="btn btn-default" data-dismiss="modal">Close</button>
+                </div>
+            </div>
+        </div>
+    </div>
+
+            
+    <div class="modal fade" id="myModal02" role="dialog">
+        <div class="modal-dialog">
+            <div class="modal-content">
+                <div class="modal-header">
+                    <button type="button" class="close" data-dismiss="modal">&times;</button>
+                    <h4 class="modal-title">Error occured</h4>
+                </div>
+                <div class="modal-body">
+                    <p>Please enter a sentence</p>
+                </div>
+                <div class="modal-footer">
+                    <button type="button" class="btn btn-default" data-dismiss="modal">Close</button>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    <script type="text/javascript" src="static/Scripts/jquery-2.1.4.min.js"></script>
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js"></script>
+	<script src="static/Scripts/all.js" type="text/javascript"></script>
+    <script src="static/Scripts/index.js" type="text/javascript"></script>
+
+</body>
+</html>
\ No newline at end of file

ASpeakGrammar/test.py

+from ASpeakGrammar import checkGrammar
+
+checkGrammar("ballaa giyaa")
+#checkGrammar("mama adha giyaa")
+#checkGrammar("mama heta yanawaa")
\ No newline at end of file

ASpeakGrammar/testapi.py

+from flask import Flask
+from flask import Response, render_template
+from flask import request
+import json
+from ASpeakGrammar import checkGrammar
+
+app = Flask(__name__)
+
+@app.route('/')
+@app.route('/index')
+def index():
+    return render_template(
+        'index.html',
+        title='Home Page'
+    )
+
+@app.route('/check-grammar', methods=['GET', 'POST'])
+def upload():
+    try:
+        strLine = request.json['inputText']
+        jObj = checkGrammar(strLine)
+
+    except Exception as e:
+        print (e)
+
+    return Response(json.dumps(jObj), mimetype='application/json')
+
+
+@app.route('/test', methods=['GET', 'POST'])
+def res_massage():
+    return "Hello User!"
+
+
+if __name__ == '__main__':
+    app.run(port=5000, debug=True)

ASpeakGrammarGitHub.ipynb

+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "name": "ASpeakGrammarGitHub.ipynb",
+      "provenance": [],
+      "collapsed_sections": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": 6,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "-1YxpeHrUyOI",
+        "outputId": "c06b395f-4b81-46d4-a631-8032bb1ca768"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Cloning into 'ASpeakGrammar'...\n",
+            "remote: Enumerating objects: 29, done.\u001b[K\n",
+            "remote: Counting objects: 100% (29/29), done.\u001b[K\n",
+            "remote: Compressing objects: 100% (22/22), done.\u001b[K\n",
+            "remote: Total 29 (delta 8), reused 28 (delta 7), pack-reused 0\u001b[K\n",
+            "Unpacking objects: 100% (29/29), done.\n"
+          ]
+        }
+      ],
+      "source": [
+        "!git clone https://github.com/MiyuruWijesinghe/ASpeakGrammar.git"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "%cd ASpeakGrammar/ASpeakGrammar/"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "MrxjMgrZU6ZW",
+        "outputId": "3f4e19c4-7c32-47de-8998-445e6d6ce11b"
+      },
+      "execution_count": 7,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "/content/ASpeakGrammar/ASpeakGrammar/ASpeakGrammar/ASpeakGrammar\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!python test.py"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "wqevuOKWV6Cs",
+        "outputId": "6d7f2009-23e1-4c10-8fd2-0a9b59513af2"
+      },
+      "execution_count": 8,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "strLine is : ballaa giyaa\n",
+            "data is : data=ballaa giyaa\n",
+            "singlish API response : බල්ලා ගියා \n",
+            "Sinhala is : බල්ලා ගියා \n",
+            "tokens & length : ['බල්ලා', 'ගියා']\n",
+            "2\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා)\n",
+            "\n",
+            "(VP[GEN=?G, NUM='sg', PER='F', TENSE='past']\n",
+            "  (IV[NUM='sg', PER='F', TENSE='past', +VLT] ගියා))\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(VP[GEN=?G, NUM='sg', PER='F', TENSE='past']\n",
+            "  (TV[NUM='sg', PER='F', TENSE='past', +VLT] ගියා))\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(VP[GEN=?G, NUM='sg', PER='T', TENSE='past']\n",
+            "  (IV[NUM='sg', PER='T', TENSE='past', -VLT] ගියා))\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(VP[GEN='MA', NUM='sg', PER='T', TENSE='past']\n",
+            "  (IV[GEN='MA', NUM='sg', PER='T', TENSE='past', +VLT] ගියා))\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(VP[GEN='MA', NUM='sg', PER='T', TENSE='past']\n",
+            "  (TV[GEN='MA', NUM='sg', PER='T', TENSE='past', -VLT] ගියා))\n",
+            "(NP[CASE='F2', DEF=?TF, GEN='MA', NUM='sg']\n",
+            "  (N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා))\n",
+            "(VP[GEN='MA', NUM='sg', PER='T', TENSE='past']\n",
+            "  (TV[GEN='MA', NUM='sg', PER='T', TENSE='past', +VLT] ගියා))\n",
+            "(N[CASE='F2', DEF='TRue', GEN='MA', NUM='sg'] බල්ලා)\n",
+            "(TV[GEN='MA', NUM='sg', PER='T', TENSE='past', +VLT] ගියා)\n",
+            "CASE='F2', DEF='TRue', GEN='MA', NUM='sg'\n",
+            "GEN='MA', NUM='sg', PER='T', TENSE='past', +VLT\n",
+            "'බල්ලා', 'ගියා'\n",
+            "{'inputText': 'ballaa giyaa', 'sinhalaText': 'බල්ලා ගියා ', 'isCorrectGrammar': 'correct grammar', 'tense': 'past', 'numberOfGrammar': 'singular'}\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        ""
+      ],
+      "metadata": {
+        "id": "j6HckyC5WCad"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}
\ No newline at end of file