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Create app.py
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app.py
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| 1 |
+
import streamlit as st
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| 2 |
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from transformers import MarianMTModel, MarianTokenizer
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| 3 |
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import torch
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| 4 |
+
from deep_translator import GoogleTranslator
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| 5 |
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import re
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| 6 |
+
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| 7 |
+
# ================================
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| 8 |
+
# PAGE CONFIGURATION
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| 9 |
+
# ================================
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| 10 |
+
st.set_page_config(
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| 11 |
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page_title="Urdu to Pashto Translator",
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| 12 |
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page_icon="🌐",
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| 13 |
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layout="wide",
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| 14 |
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initial_sidebar_state="collapsed"
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| 15 |
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)
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| 16 |
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| 17 |
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# ================================
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| 18 |
+
# CUSTOM CSS - GLASSMORPHISM THEME
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| 19 |
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# ================================
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| 20 |
+
def load_css():
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| 21 |
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st.markdown("""
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| 22 |
+
<style>
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| 23 |
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@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;600;700&family=Righteous&display=swap');
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| 24 |
+
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| 25 |
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* {
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| 26 |
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margin: 0;
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| 27 |
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padding: 0;
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| 28 |
+
box-sizing: border-box;
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| 29 |
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}
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| 30 |
+
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| 31 |
+
/* Main Background */
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| 32 |
+
.stApp {
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| 33 |
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background: linear-gradient(135deg, #667eea 0%, #764ba2 25%, #f093fb 50%, #4facfe 75%, #00f2fe 100%);
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| 34 |
+
background-size: 400% 400%;
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| 35 |
+
animation: gradientShift 15s ease infinite;
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| 36 |
+
font-family: 'Poppins', sans-serif;
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| 37 |
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}
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| 38 |
+
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| 39 |
+
@keyframes gradientShift {
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| 40 |
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0% { background-position: 0% 50%; }
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| 41 |
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50% { background-position: 100% 50%; }
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| 42 |
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100% { background-position: 0% 50%; }
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| 43 |
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}
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| 44 |
+
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| 45 |
+
/* Hide Streamlit Branding */
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| 46 |
+
#MainMenu {visibility: hidden;}
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| 47 |
+
footer {visibility: hidden;}
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| 48 |
+
header {visibility: hidden;}
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| 49 |
+
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| 50 |
+
/* Glass Container */
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| 51 |
+
.glass-container {
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| 52 |
+
background: rgba(255, 255, 255, 0.15);
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| 53 |
+
backdrop-filter: blur(20px);
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| 54 |
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-webkit-backdrop-filter: blur(20px);
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| 55 |
+
border-radius: 25px;
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| 56 |
+
border: 2px solid rgba(255, 255, 255, 0.3);
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| 57 |
+
box-shadow: 0 8px 32px 0 rgba(31, 38, 135, 0.37);
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| 58 |
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padding: 40px;
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| 59 |
+
margin: 20px auto;
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| 60 |
+
max-width: 1200px;
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| 61 |
+
}
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| 62 |
+
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| 63 |
+
/* Title Styling */
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| 64 |
+
.main-title {
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| 65 |
+
font-family: 'Righteous', cursive;
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| 66 |
+
font-size: 3.5rem;
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| 67 |
+
text-align: center;
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| 68 |
+
background: linear-gradient(135deg, #ffffff 0%, #e0e7ff 100%);
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| 69 |
+
-webkit-background-clip: text;
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| 70 |
+
-webkit-text-fill-color: transparent;
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| 71 |
+
background-clip: text;
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| 72 |
+
margin-bottom: 10px;
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| 73 |
+
text-shadow: 2px 2px 4px rgba(0,0,0,0.2);
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| 74 |
+
animation: titleGlow 3s ease-in-out infinite;
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| 75 |
+
}
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| 76 |
+
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| 77 |
+
@keyframes titleGlow {
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| 78 |
+
0%, 100% { filter: drop-shadow(0 0 10px rgba(255,255,255,0.5)); }
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| 79 |
+
50% { filter: drop-shadow(0 0 20px rgba(255,255,255,0.8)); }
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| 80 |
+
}
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| 81 |
+
|
| 82 |
+
.subtitle {
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| 83 |
+
text-align: center;
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| 84 |
+
color: rgba(255, 255, 255, 0.9);
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| 85 |
+
font-size: 1.2rem;
|
| 86 |
+
margin-bottom: 40px;
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| 87 |
+
font-weight: 300;
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| 88 |
+
}
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| 89 |
+
|
| 90 |
+
/* Text Areas */
|
| 91 |
+
.stTextArea textarea {
|
| 92 |
+
background: rgba(255, 255, 255, 0.2) !important;
|
| 93 |
+
backdrop-filter: blur(10px);
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| 94 |
+
border: 2px solid rgba(255, 255, 255, 0.4) !important;
|
| 95 |
+
border-radius: 15px !important;
|
| 96 |
+
color: #ffffff !important;
|
| 97 |
+
font-size: 1.1rem !important;
|
| 98 |
+
padding: 15px !important;
|
| 99 |
+
font-family: 'Poppins', sans-serif !important;
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| 100 |
+
transition: all 0.3s ease;
|
| 101 |
+
}
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| 102 |
+
|
| 103 |
+
.stTextArea textarea:focus {
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| 104 |
+
border-color: rgba(255, 255, 255, 0.8) !important;
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| 105 |
+
box-shadow: 0 0 20px rgba(255, 255, 255, 0.4) !important;
|
| 106 |
+
transform: scale(1.02);
|
| 107 |
+
}
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| 108 |
+
|
| 109 |
+
.stTextArea textarea::placeholder {
|
| 110 |
+
color: rgba(255, 255, 255, 0.6) !important;
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| 111 |
+
}
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| 112 |
+
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| 113 |
+
/* Labels */
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| 114 |
+
.stTextArea label {
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| 115 |
+
color: #ffffff !important;
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| 116 |
+
font-weight: 600 !important;
|
| 117 |
+
font-size: 1.1rem !important;
|
| 118 |
+
margin-bottom: 10px !important;
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| 119 |
+
}
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| 120 |
+
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| 121 |
+
/* 3D Button Styling */
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| 122 |
+
.stButton button {
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| 123 |
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background: linear-gradient(145deg, #667eea, #764ba2);
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| 124 |
+
color: white;
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| 125 |
+
border: none;
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| 126 |
+
border-radius: 15px;
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| 127 |
+
padding: 15px 40px;
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| 128 |
+
font-size: 1.2rem;
|
| 129 |
+
font-weight: 600;
|
| 130 |
+
font-family: 'Poppins', sans-serif;
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| 131 |
+
cursor: pointer;
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| 132 |
+
transition: all 0.3s ease;
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| 133 |
+
box-shadow: 0 10px 25px rgba(102, 126, 234, 0.4),
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| 134 |
+
inset 0 -3px 10px rgba(0, 0, 0, 0.2),
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| 135 |
+
inset 0 3px 10px rgba(255, 255, 255, 0.2);
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| 136 |
+
position: relative;
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| 137 |
+
overflow: hidden;
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| 138 |
+
width: 100%;
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| 139 |
+
}
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| 140 |
+
|
| 141 |
+
.stButton button:before {
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| 142 |
+
content: '';
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| 143 |
+
position: absolute;
|
| 144 |
+
top: 0;
|
| 145 |
+
left: -100%;
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| 146 |
+
width: 100%;
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| 147 |
+
height: 100%;
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| 148 |
+
background: linear-gradient(90deg, transparent, rgba(255,255,255,0.3), transparent);
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| 149 |
+
transition: left 0.5s;
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| 150 |
+
}
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| 151 |
+
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| 152 |
+
.stButton button:hover:before {
|
| 153 |
+
left: 100%;
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| 154 |
+
}
|
| 155 |
+
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| 156 |
+
.stButton button:hover {
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| 157 |
+
transform: translateY(-3px) scale(1.05);
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| 158 |
+
box-shadow: 0 15px 35px rgba(102, 126, 234, 0.6),
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| 159 |
+
inset 0 -3px 10px rgba(0, 0, 0, 0.2),
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| 160 |
+
inset 0 3px 10px rgba(255, 255, 255, 0.3);
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| 161 |
+
}
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| 162 |
+
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| 163 |
+
.stButton button:active {
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| 164 |
+
transform: translateY(0px) scale(1);
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| 165 |
+
box-shadow: 0 5px 15px rgba(102, 126, 234, 0.4);
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| 166 |
+
}
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| 167 |
+
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| 168 |
+
/* Clear Button */
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| 169 |
+
.clear-button button {
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| 170 |
+
background: linear-gradient(145deg, #f093fb, #f5576c);
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| 171 |
+
box-shadow: 0 10px 25px rgba(245, 87, 108, 0.4);
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| 172 |
+
}
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| 173 |
+
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| 174 |
+
.clear-button button:hover {
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| 175 |
+
box-shadow: 0 15px 35px rgba(245, 87, 108, 0.6);
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| 176 |
+
}
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| 177 |
+
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| 178 |
+
/* Info Box */
|
| 179 |
+
.info-box {
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| 180 |
+
background: rgba(255, 255, 255, 0.1);
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| 181 |
+
backdrop-filter: blur(10px);
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| 182 |
+
border-radius: 15px;
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| 183 |
+
border: 1px solid rgba(255, 255, 255, 0.3);
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| 184 |
+
padding: 20px;
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| 185 |
+
margin: 20px 0;
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| 186 |
+
color: white;
|
| 187 |
+
}
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| 188 |
+
|
| 189 |
+
.info-box h3 {
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| 190 |
+
color: #ffffff;
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| 191 |
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font-weight: 600;
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| 192 |
+
margin-bottom: 10px;
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| 193 |
+
}
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| 194 |
+
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| 195 |
+
.info-box p {
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| 196 |
+
color: rgba(255, 255, 255, 0.8);
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| 197 |
+
line-height: 1.6;
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| 198 |
+
}
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| 199 |
+
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| 200 |
+
/* Loading Animation */
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| 201 |
+
.stSpinner > div {
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| 202 |
+
border-top-color: #ffffff !important;
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| 203 |
+
}
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| 204 |
+
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| 205 |
+
/* Columns */
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| 206 |
+
.element-container {
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| 207 |
+
margin-bottom: 20px;
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| 208 |
+
}
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| 209 |
+
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| 210 |
+
/* Success Message */
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| 211 |
+
.stSuccess {
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| 212 |
+
background: rgba(72, 187, 120, 0.2);
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| 213 |
+
backdrop-filter: blur(10px);
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| 214 |
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border-radius: 10px;
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| 215 |
+
border: 1px solid rgba(72, 187, 120, 0.4);
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| 216 |
+
color: white;
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| 217 |
+
}
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| 218 |
+
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| 219 |
+
/* Footer */
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| 220 |
+
.footer {
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| 221 |
+
text-align: center;
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| 222 |
+
color: rgba(255, 255, 255, 0.7);
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| 223 |
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margin-top: 50px;
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| 224 |
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padding: 20px;
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| 225 |
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font-size: 0.9rem;
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| 226 |
+
}
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| 227 |
+
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| 228 |
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/* Responsive Design */
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| 229 |
+
@media (max-width: 768px) {
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| 230 |
+
.main-title {
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| 231 |
+
font-size: 2rem;
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| 232 |
+
}
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| 233 |
+
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| 234 |
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.subtitle {
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| 235 |
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font-size: 1rem;
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| 236 |
+
}
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| 237 |
+
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| 238 |
+
.glass-container {
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| 239 |
+
padding: 20px;
|
| 240 |
+
}
|
| 241 |
+
}
|
| 242 |
+
</style>
|
| 243 |
+
""", unsafe_allow_html=True)
|
| 244 |
+
|
| 245 |
+
# ================================
|
| 246 |
+
# TRANSLATION FUNCTIONS
|
| 247 |
+
# ================================
|
| 248 |
+
|
| 249 |
+
@st.cache_resource
|
| 250 |
+
def load_translation_model():
|
| 251 |
+
"""Load the translation model (cached for performance)"""
|
| 252 |
+
try:
|
| 253 |
+
# Using a multilingual model that supports Urdu and Pashto
|
| 254 |
+
model_name = "Helsinki-NLP/opus-mt-mul-en"
|
| 255 |
+
tokenizer = MarianTokenizer.from_pretrained(model_name)
|
| 256 |
+
model = MarianMTModel.from_pretrained(model_name)
|
| 257 |
+
return tokenizer, model
|
| 258 |
+
except Exception as e:
|
| 259 |
+
st.error(f"Error loading model: {e}")
|
| 260 |
+
return None, None
|
| 261 |
+
|
| 262 |
+
def urdu_to_pashto_roman(urdu_text):
|
| 263 |
+
"""
|
| 264 |
+
Translate Urdu to Pashto and romanize it
|
| 265 |
+
"""
|
| 266 |
+
if not urdu_text.strip():
|
| 267 |
+
return ""
|
| 268 |
+
|
| 269 |
+
try:
|
| 270 |
+
# Step 1: Translate Urdu to Pashto using Google Translator
|
| 271 |
+
translator_to_pashto = GoogleTranslator(source='ur', target='ps')
|
| 272 |
+
pashto_text = translator_to_pashto.translate(urdu_text)
|
| 273 |
+
|
| 274 |
+
# Step 2: Transliterate Pashto to Roman script
|
| 275 |
+
# Using English as intermediate for romanization
|
| 276 |
+
translator_to_roman = GoogleTranslator(source='ps', target='en')
|
| 277 |
+
temp_english = translator_to_roman.translate(pashto_text)
|
| 278 |
+
|
| 279 |
+
# Step 3: Create phonetic Roman Urdu representation
|
| 280 |
+
# This gives us a romanized version
|
| 281 |
+
romanized = create_roman_representation(pashto_text, temp_english)
|
| 282 |
+
|
| 283 |
+
return romanized
|
| 284 |
+
|
| 285 |
+
except Exception as e:
|
| 286 |
+
st.error(f"Translation error: {e}")
|
| 287 |
+
return "Translation failed. Please try again."
|
| 288 |
+
|
| 289 |
+
def create_roman_representation(pashto_text, english_reference):
|
| 290 |
+
"""
|
| 291 |
+
Create a Roman Urdu representation of Pashto text
|
| 292 |
+
"""
|
| 293 |
+
# Pashto to Roman Urdu character mapping (phonetic)
|
| 294 |
+
pashto_to_roman = {
|
| 295 |
+
'ا': 'a', 'ب': 'b', 'پ': 'p', 'ت': 't', 'ټ': 't', 'ث': 's',
|
| 296 |
+
'ج': 'j', 'چ': 'ch', 'ح': 'h', 'خ': 'kh', 'د': 'd', 'ډ': 'd',
|
| 297 |
+
'ذ': 'z', 'ر': 'r', 'ړ': 'r', 'ز': 'z', 'ژ': 'zh', 'ږ': 'g',
|
| 298 |
+
'س': 's', 'ش': 'sh', 'ښ': 'kh', 'ص': 's', 'ض': 'z', 'ط': 't',
|
| 299 |
+
'ظ': 'z', 'ع': 'a', 'غ': 'gh', 'ف': 'f', 'ق': 'q', 'ک': 'k',
|
| 300 |
+
'ګ': 'g', 'ل': 'l', 'م': 'm', 'ن': 'n', 'ڼ': 'n', 'و': 'o',
|
| 301 |
+
'ه': 'h', 'ۀ': 'a', 'ي': 'i', 'ې': 'e', 'ی': 'i', 'ئ': 'y',
|
| 302 |
+
' ': ' ', '،': ',', '؟': '?', '۔': '.'
|
| 303 |
+
}
|
| 304 |
+
|
| 305 |
+
# Transliterate Pashto to Roman
|
| 306 |
+
roman_text = ''
|
| 307 |
+
for char in pashto_text:
|
| 308 |
+
roman_text += pashto_to_roman.get(char, char)
|
| 309 |
+
|
| 310 |
+
# If transliteration is too rough, use English reference with Urdu touch
|
| 311 |
+
if len(roman_text.strip()) < 3:
|
| 312 |
+
return english_reference
|
| 313 |
+
|
| 314 |
+
return roman_text
|
| 315 |
+
|
| 316 |
+
# ================================
|
| 317 |
+
# MAIN APPLICATION
|
| 318 |
+
# ================================
|
| 319 |
+
|
| 320 |
+
def main():
|
| 321 |
+
# Load custom CSS
|
| 322 |
+
load_css()
|
| 323 |
+
|
| 324 |
+
# Header
|
| 325 |
+
st.markdown('<h1 class="main-title">🌐 Urdu to Pashto Translator</h1>', unsafe_allow_html=True)
|
| 326 |
+
st.markdown('<p class="subtitle">Convert Urdu sentences to Pashto in Roman script</p>', unsafe_allow_html=True)
|
| 327 |
+
|
| 328 |
+
# Main container
|
| 329 |
+
st.markdown('<div class="glass-container">', unsafe_allow_html=True)
|
| 330 |
+
|
| 331 |
+
# Create two columns for input and output
|
| 332 |
+
col1, col2 = st.columns(2)
|
| 333 |
+
|
| 334 |
+
with col1:
|
| 335 |
+
st.markdown("### 📝 Input (Urdu)")
|
| 336 |
+
urdu_input = st.text_area(
|
| 337 |
+
"Enter Urdu text",
|
| 338 |
+
height=250,
|
| 339 |
+
placeholder="یہاں اردو متن درج کریں...",
|
| 340 |
+
label_visibility="collapsed",
|
| 341 |
+
key="urdu_input"
|
| 342 |
+
)
|
| 343 |
+
|
| 344 |
+
with col2:
|
| 345 |
+
st.markdown("### 🔤 Output (Pashto in Roman)")
|
| 346 |
+
if 'translation_output' not in st.session_state:
|
| 347 |
+
st.session_state.translation_output = ""
|
| 348 |
+
|
| 349 |
+
translation_output = st.text_area(
|
| 350 |
+
"Pashto translation in Roman script",
|
| 351 |
+
value=st.session_state.translation_output,
|
| 352 |
+
height=250,
|
| 353 |
+
placeholder="Translation will appear here...",
|
| 354 |
+
label_visibility="collapsed",
|
| 355 |
+
key="output_display",
|
| 356 |
+
disabled=True
|
| 357 |
+
)
|
| 358 |
+
|
| 359 |
+
# Buttons
|
| 360 |
+
col_btn1, col_btn2, col_btn3 = st.columns([1, 1, 1])
|
| 361 |
+
|
| 362 |
+
with col_btn2:
|
| 363 |
+
if st.button("🔄 Translate", use_container_width=True):
|
| 364 |
+
if urdu_input.strip():
|
| 365 |
+
with st.spinner("✨ Translating..."):
|
| 366 |
+
result = urdu_to_pashto_roman(urdu_input)
|
| 367 |
+
st.session_state.translation_output = result
|
| 368 |
+
st.rerun()
|
| 369 |
+
else:
|
| 370 |
+
st.warning("⚠️ Please enter some Urdu text first!")
|
| 371 |
+
|
| 372 |
+
with col_btn3:
|
| 373 |
+
st.markdown('<div class="clear-button">', unsafe_allow_html=True)
|
| 374 |
+
if st.button("🗑️ Clear", use_container_width=True):
|
| 375 |
+
st.session_state.translation_output = ""
|