diff --git a/django-backend/mlApi/bert_darkp.py b/django-backend/mlApi/bert_darkp.py
index dcb0005..12b358b 100644
--- a/django-backend/mlApi/bert_darkp.py
+++ b/django-backend/mlApi/bert_darkp.py
@@ -1,4 +1,4 @@
-# Implementing TowardsDS's BERT model for dark pattern detection
+# Implementing TowardsDS's BERT model for dark pattern detection traning for mulit-class classification
import torch
from tqdm import tqdm
@@ -151,7 +151,7 @@ def accuracy_per_class(preds, labels):
## TraningLoop for BERT
-# for loading cpu model on gpu
+# for loading model on gpu
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
@@ -163,6 +163,8 @@ def accuracy_per_class(preds, labels):
torch.manual_seed(seed_val)
torch.cuda.manual_seed_all(seed_val)
+# evaluating the model
+
def evaluate(dataloader_val):
model.eval()
@@ -230,6 +232,7 @@ def evaluate(dataloader_val):
progress_bar.set_postfix({'training_loss': '{:.3f}'.format(loss.item()/len(batch))})
+ # saving the model after each epoch (name as per your choice)
torch.save(model.state_dict(), f'fine_tuned_bert/finetuned_BERT_epoch_{epoch}.model')
tqdm.write(f'\nEpoch {epoch}')
diff --git a/django-backend/mlApi/data_preprocess.py b/django-backend/mlApi/data_preprocess.py
index acb9a03..f5e6ac7 100644
--- a/django-backend/mlApi/data_preprocess.py
+++ b/django-backend/mlApi/data_preprocess.py
@@ -36,37 +36,6 @@
print(dark_pattern_counts3)
-# Alternatively, you can use df.isnull().sum()
-
-# Print or use the information about NaN values
-# print(nan_values)
-
-# print(uniqueVal1)
-# print(uniqueVal3)
-
-# new_df = df[['text', 'Pattern Category']]
-# new_df.to_csv('F:/backup-kali/codeFiles/projects/cognigaurd/api/datasets/new_dp_dataset.csv',sep="\t", index=False)
-
-
-# import pandas as pd
-
-# output_file_path = "F:/backup-kali/codeFiles/projects/cognigaurd/api/datasets/new_dp_dataset.csv"
-
-# # Read the TSV file
-# df = pd.read_csv(file_path2, sep='\t')
-
-# # Write the DataFrame to a CSV file
-# df.to_csv(output_file_path, index=False)
-
-# print("TSV file converted to CSV successfully!")
-
-# df3 = pd.read_csv(output_file_path)
-# dark_pattern_counts3 = df3['Category'].value_counts()
-# print(dark_pattern_counts3)
-
-
-##3 checking for incosistency in dataset
-
import csv
diff --git a/django-backend/mlApi/models.py b/django-backend/mlApi/models.py
index e771089..fb17a04 100644
--- a/django-backend/mlApi/models.py
+++ b/django-backend/mlApi/models.py
@@ -2,7 +2,7 @@
# Create your models here.
-
+# beta feature - saving the transparency score to the database
class WebsiteTransparencyScore(models.Model):
website_name = models.CharField(max_length=255, unique=True)
transparency_score = models.FloatField()
@@ -12,7 +12,7 @@ class WebsiteTransparencyScore(models.Model):
def __str__(self):
return f"{self.website_name} - Transparency Score: {self.transparency_score}"
-
+# saving dark pattern data to the database
class DarkPatternsData(models.Model):
website_url = models.URLField()
@@ -23,6 +23,7 @@ def __str__(self):
return f"{self.website_url} - Dark Pattern: {self.dark_pattern_label}"
+# saving each request to the database
class DpRequest(models.Model):
diff --git a/django-backend/mlApi/predict_darkp.py b/django-backend/mlApi/predict_darkp.py
index d6aabbe..e9b978e 100644
--- a/django-backend/mlApi/predict_darkp.py
+++ b/django-backend/mlApi/predict_darkp.py
@@ -50,7 +50,7 @@ def find_dark_pattern(text_predict):
-# # text_to_predict = "Hello my name is adarsh and my friend name is aman , he is only on sale for the next two days. "
+# # text_to_predict = "Hello my name is adarsh and my friend name is aman "
# welcomeMsg = """******* Welcome to Dark Pattern Detector ********"""
# text_to_predict = input("Enter the the text to find Dark Pattern : ")
diff --git a/django-backend/mlApi/scrapingTerms.py b/django-backend/mlApi/scrapingTerms.py
index 090ce1b..ca2d865 100644
--- a/django-backend/mlApi/scrapingTerms.py
+++ b/django-backend/mlApi/scrapingTerms.py
@@ -1,3 +1,5 @@
+# This script scrapes the terms and conditions of the websites mentioned in the 'websites' list and saves the data to a CSV file.
+
import requests
from bs4 import BeautifulSoup
import csv
diff --git a/django-backend/mlApi/views.py b/django-backend/mlApi/views.py
index 86f9c80..5144f8c 100644
--- a/django-backend/mlApi/views.py
+++ b/django-backend/mlApi/views.py
@@ -105,13 +105,13 @@ class MessageListView(generics.ListAPIView):
## You need to ensure that it doesn't call the dpData function if the dpCond is False
# Fetching urls from model
- # dpUrls = DpRequest.objects.all()
- # urlLen = len(dpUrls)
- # myDpUrl = dpUrls[urlLen-1].url
- # print(dpUrls)
- # myOutput = dpData(myDpUrl)
- # print(myOutput)
- # dpCond = False
+ dpUrls = DpRequest.objects.all()
+ urlLen = len(dpUrls)
+ myDpUrl = dpUrls[urlLen-1].url
+ print(dpUrls)
+ myOutput = dpData(myDpUrl)
+ print(myOutput)
+ dpCond = False
diff --git a/django-backend/static/css/report.css b/django-backend/static/css/report.css
index 07423ff..18a99a4 100644
--- a/django-backend/static/css/report.css
+++ b/django-backend/static/css/report.css
@@ -3,7 +3,7 @@
}
.content-section {
gap: 3rem;
- padding-left: 30rem;
+ /* padding-left: 30rem; */
}
.heading-section {
display: flex;
diff --git a/django-backend/static/css/style.css b/django-backend/static/css/style.css
index 8d4ed48..b5b2bb4 100644
--- a/django-backend/static/css/style.css
+++ b/django-backend/static/css/style.css
@@ -17,16 +17,7 @@
--font-large: 3rem;
--font-ex-large: 3.5rem;
}
-@media (max-width: 768px) {
- :root {
- --font-ex-small: 0.25rem;
- --font-small: 0.5rem;
- --font-mid-medium: 1rem;
- --font-medium: 1.25rem;
- --font-mid-large: 1.75rem;
- --font-large: 2rem;
- }
-}
+
a {
text-decoration: none;
}
@@ -110,11 +101,7 @@ a {
align-items: center;
gap: 5rem;
margin: 4rem 0;
- @media (max-width: 768px) {
- margin: 5vh 0 !important;
- flex-direction: column;
- gap: 3rem;
- }
+
}
.blue-text {
color: var(--color-primary);
@@ -122,10 +109,8 @@ a {
/* main section */
.main-section {
display: flex;
- justify-content: center;
- @media (max-width: 768px) {
- flex-direction: column;
- }
+ /* justify-content: center; */
+
/* gap: 2rem;
padding: 0 2.87rem; */
}
@@ -136,10 +121,7 @@ a {
align-items: center;
margin: 6rem 2rem 2rem 4rem;
gap: 8rem;
- @media (max-width: 768px) {
- margin: 10vh 10vw;
- gap: 15vh;
- }
+
}
/* navbar */
.navbar {
@@ -158,27 +140,12 @@ a {
background: white;
gap: 2rem;
height: 558px;
- @media (max-width: 768px) {
- flex-direction: row;
- height: 100px;
- padding: 0 5vw;
- /*
- width: 100%;
- position: fixed;
- top: 0;
- left: 0;
- z-index: 100;
- transform: translateX(-100%);
- transition: 0.5s; */
- }
+
}
.navbar__logo img {
height: 5.75rem;
width: 9.55rem;
- @media (max-width: 768px) {
- height: 5rem;
- width: 8.5rem;
- }
+
}
.navbar__links {
display: flex;
@@ -186,17 +153,7 @@ a {
align-items: flex-start;
gap: 2rem;
width: 14rem;
- @media (max-width: 768px) {
- position: fixed;
- z-index: 3;
- background-color: white;
- padding: 3vh 5vw;
- border-radius: 10px;
- right: -100vw;
- top: 25vh;
- border: 1px solid black;
- transition: all 0.5s ease-in-out;
- }
+
}
.show {
transform: translateX(-100vw);
@@ -217,9 +174,7 @@ a {
}
.welcome-img {
height: 40vh;
- @media (max-width: 768px) {
- height: 25vh;
- }
+
}
.welcome-btns {
display: flex;
@@ -246,9 +201,7 @@ a {
}
.cogni-about img {
height: 50vh;
- @media (max-width: 768px) {
- height: 30vh;
- }
+
}
/* footer */
footer {
@@ -275,11 +228,7 @@ footer {
color: white;
justify-content: space-evenly;
align-items: center;
- @media (max-width: 768px) {
- flex-direction: column;
- align-items: flex-start;
- gap: 10vh;
- }
+
}
.footer-text a {
color: white;
@@ -310,9 +259,7 @@ footer {
width: 50%;
flex-direction: column;
gap: 1rem;
- @media (max-width: 768px) {
- width: auto;
- }
+
}
.cogni-desc p {
letter-spacing: 0.5px;
@@ -323,9 +270,7 @@ footer {
display: flex;
flex-direction: column;
gap: 2rem;
- @media (max-width: 768px) {
- gap: 1.5rem;
- }
+
}
.cogni-links div:first-child {
display: flex;
@@ -390,9 +335,7 @@ footer {
cursor: pointer;
padding: 0;
z-index: 10;
- @media (max-width: 768px) {
- display: flex;
- }
+
}
.line {
diff --git a/django-backend/static/img/4560 1.png b/django-backend/static/img/home-img.png
similarity index 100%
rename from django-backend/static/img/4560 1.png
rename to django-backend/static/img/home-img.png
diff --git a/django-backend/static/js/app.js b/django-backend/static/js/app.js
index 9281978..e915f1f 100644
--- a/django-backend/static/js/app.js
+++ b/django-backend/static/js/app.js
@@ -1,45 +1,45 @@
-const footer = document.querySelector('footer')
-const navbar = document.querySelector('.navbar')
-const contentScetion = document.querySelector('.content-section')
-let flag = true
-document.addEventListener('scroll', () => {
- console.log(
- window.scrollY,
- window.innerHeight,
- window.scrollY + window.innerHeight,
- footer.offsetTop
- )
- if (
- window.scrollY + window.innerHeight >= footer.offsetTop &&
- flag === true
- ) {
- navbar.style.position = 'absolute'
- navbar.style.top = footer.offsetTop - navbar.scrollHeight - 50 + 'px'
- flag = false
- } else if (
- flag === false &&
- window.scrollY + window.innerHeight < footer.offsetTop
- ) {
- navbar.style.position = 'fixed'
- navbar.style.top = null
- flag = true
- }
-})
+// const footer = document.querySelector('footer')
+// const navbar = document.querySelector('.navbar')
+// const contentScetion = document.querySelector('.content-section')
+// let flag = true
+// document.addEventListener('scroll', () => {
+// console.log(
+// window.scrollY,
+// window.innerHeight,
+// window.scrollY + window.innerHeight,
+// footer.offsetTop
+// )
+// if (
+// window.scrollY + window.innerHeight >= footer.offsetTop &&
+// flag === true
+// ) {
+// navbar.style.position = 'absolute'
+// navbar.style.top = footer.offsetTop - navbar.scrollHeight - 50 + 'px'
+// flag = false
+// } else if (
+// flag === false &&
+// window.scrollY + window.innerHeight < footer.offsetTop
+// ) {
+// navbar.style.position = 'fixed'
+// navbar.style.top = null
+// flag = true
+// }
+// })
// scrllY + innerHeight = offsetHeight
// menu transition
-const menu = document.querySelector('.hamburger-menu ')
-const sideBar = document.querySelector('.navbar__links')
-const hamburgerMenu = document.querySelector('.hamburger-menu')
-const overlay = document.querySelector('#overlay')
+// const menu = document.querySelector('.hamburger-menu ')
+// const sideBar = document.querySelector('.navbar__links')
+// const hamburgerMenu = document.querySelector('.hamburger-menu')
+// const overlay = document.querySelector('#overlay')
-hamburgerMenu.addEventListener('click', () => {
- hamburgerMenu.classList.toggle('change')
- overlay.style.display = hamburgerMenu.classList.contains('change')
- ? 'block'
- : 'none'
- hamburgerMenu.classList.toggle('change')
-})
-menu.addEventListener('click', () => {
- sideBar.classList.toggle('show')
-})
+// hamburgerMenu.addEventListener('click', () => {
+// hamburgerMenu.classList.toggle('change')
+// overlay.style.display = hamburgerMenu.classList.contains('change')
+// ? 'block'
+// : 'none'
+// hamburgerMenu.classList.toggle('change')
+// })
+// menu.addEventListener('click', () => {
+// sideBar.classList.toggle('show')
+// })
diff --git a/django-backend/templates/base.html b/django-backend/templates/base.html
index 71b6d99..48a2037 100644
--- a/django-backend/templates/base.html
+++ b/django-backend/templates/base.html
@@ -73,7 +73,7 @@
Detected Dark Patterns
-
+
@@ -106,8 +106,7 @@
+ 
+