Modifications in Seraching

program.py

@@ -1,8 +1,7 @@
-from cgitb import reset
 from flask import Flask, jsonify, render_template, redirect, url_for, request, flash, json
 # from flask_mongoengine import MongoEngine
 from flask_pymongo import PyMongo
-from numpy import imag, result_type
+# from numpy import imag, result_type
 from pymongo import MongoClient
 
 from werkzeug.utils import secure_filename
@@ -22,19 +21,11 @@
     PDFSyntaxError
 )
 
-from indic_transliteration import sanscript
-from indic_transliteration.sanscript import transliterate
-
-from elt import translit
-import transliterate
-
+import transliterate 
 
 from fuzzywuzzy import fuzz
 from fuzzywuzzy import process
 # from thefuzz import fuzz, process
-# import easyocr
-# import cv2 as cv
-#import urllib.request
 
 program = Flask(__name__)  #program is a variable that contains a website and load in memory 
 program.secret_key = "key" #If app.secret_key isn't set, Flask will not allow you to set or access the session dictionary.
@@ -46,9 +37,8 @@
 # }
 # db = MongoEngine() #Initialization of MongoEngine object
 # db.init_app(program)
+
 program.config["MONGO_URI"] = "mongodb://localhost:27017/MyDB"
-# mongodb_client = PyMongo(program)
-# db = mongodb_client.db
 client = MongoClient()
 db = client.MyDB        #database MyDB
 collection = db.user    #inside MyDB, a collection called user
@@ -62,9 +52,6 @@
 def allowed_file(filename):  # This function is used to check file extenstion 
  return '.' in filename and filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS
 
-# class User(db.Document): #database 
-#     file_name = db.StringField()
-
 #specifying the path of tesseract / it can also be dont using environment variable
 pt.pytesseract.tesseract_cmd = r'C:\Users\ap888\Desktop\Internship CLIDE\Transliteration_flask\env\Tesseract.exe'  
 
@@ -76,24 +63,12 @@ def index():
 @program.route('/upload', methods=['POST']) #upload page
 def upload():
     file = request.files['inputFile']
-    #rs_username = request.form['txtusername']
     filename = secure_filename(file.filename) #secure_filename to make sure data can't be forged
 
     if file and allowed_file(file.filename): #file shouldn't empty and shoudn't be any other extension 
         file.save(os.path.join(program.config['UPLOAD_FOLDER'], filename))  #save() method to save file on location 
-        #    usersave = User(file_name=file.filename) #calling user class
-        #    usersave.save() #to save file name in db
+
         if '.' in filename and filename.rsplit('.', 1)[1].lower() == "pdf": #checking whether the  file is pdf or not  
-            # f = open("C:\\Users\\ap888\\Desktop\\Internship CLIDE\\Transliteration_flask\\static\\saved_files\\" + file.filename,'rb') #pdf files with images are not allowed
-            # Pdfreader = PyPDF2.PdfFileReader(f) #pdf reader object 
-            # for i in range(0, Pdfreader.getNumPages()):
-            #     page = Pdfreader.getPage(i)
-            #     image = convert_from_path(page)
-            #     flash(image)
-            #     text = text + page.extractText()
-            # db.user.insert_one({'file_name': file.filename, 'content' : text}) 
-            # f.close()
-            #poppler_path = r'C:\Program Files\poppler-0.68.0\bin'
             images = convert_from_path("C:\\Users\\ap888\\Desktop\\Internship CLIDE\\Transliteration_flask\\static\\saved_files\\" + file.filename)
             text = " "
             for i in range(len(images)):
@@ -115,6 +90,7 @@ def upload():
         flash(file.filename + '  is successfully uploaded to the database!') # flash message 
         #    file_names = db.user.find()
         return redirect('/') # redirect of main page
+
     else:
        flash('Invalid Uplaod only txt, pdf, png, jpg, jpeg, gif') #flash message,if condition not satisfied 
     return redirect('/')    
@@ -160,7 +136,7 @@ def temp(search):
         if best_sub_res: 
             sort_best_sub_res = sorted(best_sub_res.items(), key=lambda x: x[1], reverse=True)
             accuracy = fuzz.partial_ratio(sort_best_sub_res[0][0],search)
-            if accuracy > 40:
+            if accuracy >= 25:
                 result[doc["file_name"]] = accuracy
                 matching_content[doc["file_name"]] = sort_best_sub_res[0][0]
     sort_result = sorted(result.items(), key=lambda x: x[1], reverse=True)

static/CSS/HomePage.css

@@ -46,8 +46,12 @@ body {
 
 .tran{
     color: white;
-
 }
+
+.tran2{
+  color: rgb(220, 131, 131);
+}
+
 .flash{
     color: beige;
 }

templates/result.html

@@ -2,32 +2,42 @@
 {% block title %} Result {% endblock %}
 {% block content %}
 
-<p><h1 class="tran">Hindi Transliteration : {{searching_for }}</h1></p>
+<p>
+<h1 class="tran">Hindi Transliteration : {{searching_for }}</h1>
+</p>
 <br>
 <br>
-
+{% if number%}
 <h1 class="tran">{{number}} Files found... </h1>
 <br>
 
 <table>
-<tr>
-    <th>Serial number</th>
-    <th>File Name</th>
-    <th>Matching</th>
-    <th>Matching Content</th>
-  </tr>
-{% for key, value in file_names %}
     <tr>
-        <td>{{loop.index}}</td>     <!-- Serial Number -->
-        <td>{{key}}</td>            <!-- file name -->
-        <td>{{value}} %</td>        <!-- matching accuracy -->
-        {% if value >= 50 %}
-            <td>{{content[key]}}</td>       <!-- matching content -->
+        <th>Serial number</th>
+        <th>File Name</th>
+        <th>Matching</th>
+        <th>Matching Content</th>
+    </tr>
+    {% for key, value in file_names %}
+    <tr>
+        <td>{{loop.index}}</td> <!-- Serial Number -->
+        <td>{{key}}</td> <!-- file name -->
+        <td>{{value}} %</td> <!-- matching accuracy -->
+        {% if value >= 70 %}
+        <td>{{content[key]}}</td> <!-- matching content -->
         {% else %}
-            <td>----</td>
+        <td>----</td>
         {% endif %}
-      </tr>
-{% endfor %}
+    </tr>
+    {% endfor %}
 </table>
 
+{% else %}
+<br>
+<br>
+<br>
+<br>
+<h1 class="tran2">No files matching the text pattern </h1>
+{% endif %}
+
 {% endblock %}