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Update app.py
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app.py
CHANGED
@@ -0,0 +1,466 @@
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1 |
+
import streamlit as st
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2 |
+
import os
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3 |
+
import time
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4 |
+
import tempfile
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5 |
+
import subprocess
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6 |
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import re
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7 |
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import PyPDF2
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8 |
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import docx
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9 |
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from fpdf import FPDF
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10 |
+
from pathlib import Path
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11 |
+
import threading
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12 |
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import queue
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13 |
+
import logging
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14 |
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from datetime import datetime
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15 |
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import io
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+
# Set up logging
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18 |
+
logging.basicConfig(
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19 |
+
level=logging.INFO,
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20 |
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
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handlers=[
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logging.FileHandler("streamlit_app.log"),
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logging.StreamHandler()
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+
]
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)
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26 |
+
logger = logging.getLogger(__name__)
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+
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28 |
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# Set page configuration
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29 |
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st.set_page_config(
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page_title="B.Tech Assignment Solution Generator",
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page_icon="🎓",
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32 |
+
layout="wide",
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33 |
+
initial_sidebar_state="expanded",
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menu_items={
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'About': "# B.Tech Assignment Solution Generator\nThis app processes B.Tech assignments and generates comprehensive solutions."
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36 |
+
}
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)
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38 |
+
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39 |
+
# Apply dark theme
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40 |
+
st.markdown("""
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41 |
+
<style>
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42 |
+
.main {
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43 |
+
background-color: #0E1117;
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44 |
+
color: white;
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45 |
+
}
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46 |
+
.stButton>button {
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47 |
+
background-color: #4CAF50;
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48 |
+
color: white;
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49 |
+
border-radius: 8px;
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50 |
+
padding: 10px 24px;
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51 |
+
font-weight: bold;
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52 |
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border: none;
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53 |
+
transition-duration: 0.4s;
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54 |
+
}
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55 |
+
.stButton>button:hover {
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56 |
+
background-color: #45a049;
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57 |
+
}
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58 |
+
.stTextInput>div>div>input {
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59 |
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background-color: #1E2126;
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60 |
+
color: white;
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61 |
+
}
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62 |
+
.stMarkdown {
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63 |
+
color: white;
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64 |
+
}
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65 |
+
.css-1cpxqw2 {
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66 |
+
background-color: #262730;
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67 |
+
border-radius: 10px;
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68 |
+
padding: 20px;
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69 |
+
margin-bottom: 20px;
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70 |
+
}
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71 |
+
.css-1v3fvcr {
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72 |
+
background-color: #0E1117;
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73 |
+
}
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74 |
+
.css-18e3th9 {
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75 |
+
padding-top: 2rem;
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76 |
+
}
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77 |
+
.css-1kyxreq {
|
78 |
+
justify-content: center;
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79 |
+
align-items: center;
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80 |
+
}
|
81 |
+
.stProgress > div > div > div > div {
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82 |
+
background-color: #4CAF50;
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83 |
+
}
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84 |
+
.log-container {
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85 |
+
background-color: #1E2126;
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86 |
+
color: #B0B0B0;
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87 |
+
padding: 15px;
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88 |
+
border-radius: 8px;
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89 |
+
height: 300px;
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90 |
+
overflow-y: auto;
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91 |
+
font-family: monospace;
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92 |
+
margin-bottom: 20px;
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93 |
+
}
|
94 |
+
.success-message {
|
95 |
+
color: #4CAF50;
|
96 |
+
font-weight: bold;
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97 |
+
}
|
98 |
+
.error-message {
|
99 |
+
color: #FF5252;
|
100 |
+
font-weight: bold;
|
101 |
+
}
|
102 |
+
.info-message {
|
103 |
+
color: #2196F3;
|
104 |
+
}
|
105 |
+
.warning-message {
|
106 |
+
color: #FFC107;
|
107 |
+
}
|
108 |
+
.pdf-container {
|
109 |
+
background-color: #262730;
|
110 |
+
padding: 20px;
|
111 |
+
border-radius: 10px;
|
112 |
+
margin-top: 20px;
|
113 |
+
}
|
114 |
+
.download-button {
|
115 |
+
background-color: #2196F3;
|
116 |
+
color: white;
|
117 |
+
padding: 10px 15px;
|
118 |
+
border-radius: 5px;
|
119 |
+
text-decoration: none;
|
120 |
+
display: inline-block;
|
121 |
+
margin-top: 10px;
|
122 |
+
}
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123 |
+
</style>
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124 |
+
""", unsafe_allow_html=True)
|
125 |
+
|
126 |
+
def extract_text_from_pdf(file):
|
127 |
+
"""Extract text from a PDF file."""
|
128 |
+
try:
|
129 |
+
pdf_reader = PyPDF2.PdfReader(file)
|
130 |
+
text = ""
|
131 |
+
for page in pdf_reader.pages:
|
132 |
+
text += page.extract_text() + "\n"
|
133 |
+
return text
|
134 |
+
except Exception as e:
|
135 |
+
logger.error(f"Error extracting text from PDF: {e}")
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136 |
+
st.error(f"Error extracting text from PDF: {e}")
|
137 |
+
return None
|
138 |
+
|
139 |
+
def extract_text_from_docx(file):
|
140 |
+
"""Extract text from a DOCX file."""
|
141 |
+
try:
|
142 |
+
doc = docx.Document(file)
|
143 |
+
text = ""
|
144 |
+
for para in doc.paragraphs:
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145 |
+
text += para.text + "\n"
|
146 |
+
return text
|
147 |
+
except Exception as e:
|
148 |
+
logger.error(f"Error extracting text from DOCX: {e}")
|
149 |
+
st.error(f"Error extracting text from DOCX: {e}")
|
150 |
+
return None
|
151 |
+
|
152 |
+
def create_pdf(content, filename="solution.pdf"):
|
153 |
+
"""Create a PDF file from the solution content."""
|
154 |
+
try:
|
155 |
+
pdf = FPDF()
|
156 |
+
pdf.add_page()
|
157 |
+
pdf.set_auto_page_break(auto=True, margin=15)
|
158 |
+
|
159 |
+
# Set font for title
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160 |
+
pdf.set_font("Arial", "B", 16)
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161 |
+
pdf.cell(0, 10, "B.Tech Assignment Solution", ln=True, align="C")
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162 |
+
pdf.ln(5)
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163 |
+
|
164 |
+
# Set font for content
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165 |
+
pdf.set_font("Arial", "", 12)
|
166 |
+
|
167 |
+
# Process content by paragraphs
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168 |
+
paragraphs = content.split('\n')
|
169 |
+
for para in paragraphs:
|
170 |
+
# Check if this is a heading (simple heuristic)
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171 |
+
if para.strip() and len(para.strip()) < 100 and para.strip().isupper():
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172 |
+
pdf.set_font("Arial", "B", 14)
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173 |
+
pdf.cell(0, 10, para, ln=True)
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174 |
+
pdf.set_font("Arial", "", 12)
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175 |
+
else:
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176 |
+
# Handle regular paragraph
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177 |
+
pdf.multi_cell(0, 10, para)
|
178 |
+
pdf.ln(2)
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179 |
+
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180 |
+
# Save PDF to a bytes buffer
|
181 |
+
pdf_buffer = io.BytesIO()
|
182 |
+
pdf.output(pdf_buffer)
|
183 |
+
pdf_buffer.seek(0)
|
184 |
+
|
185 |
+
return pdf_buffer
|
186 |
+
except Exception as e:
|
187 |
+
logger.error(f"Error creating PDF: {e}")
|
188 |
+
st.error(f"Error creating PDF: {e}")
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189 |
+
return None
|
190 |
+
|
191 |
+
def process_log_line(line):
|
192 |
+
"""Process a log line to determine its type and format it for display."""
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193 |
+
line = line.strip()
|
194 |
+
if not line:
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195 |
+
return None, None
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196 |
+
|
197 |
+
# Determine message type
|
198 |
+
if "ERROR" in line or "error" in line.lower():
|
199 |
+
msg_type = "error"
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200 |
+
elif "WARNING" in line or "warning" in line.lower():
|
201 |
+
msg_type = "warning"
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202 |
+
elif "INFO" in line or "info" in line.lower():
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203 |
+
msg_type = "info"
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204 |
+
else:
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205 |
+
msg_type = "info"
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206 |
+
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207 |
+
# Extract the important part of the message
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208 |
+
# Remove timestamp and log level if present
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209 |
+
match = re.search(r'\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2},\d{3} - \w+ - \w+ - (.*)', line)
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210 |
+
if match:
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211 |
+
message = match.group(1)
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212 |
+
else:
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213 |
+
message = line
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214 |
+
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215 |
+
return msg_type, message
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216 |
+
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217 |
+
def monitor_log_file(log_file, message_queue, stop_event):
|
218 |
+
"""Monitor the log file for new content and put it in the queue."""
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219 |
+
try:
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220 |
+
with open(log_file, 'r') as f:
|
221 |
+
# Move to the end of the file
|
222 |
+
f.seek(0, 2)
|
223 |
+
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224 |
+
while not stop_event.is_set():
|
225 |
+
line = f.readline()
|
226 |
+
if line:
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227 |
+
msg_type, message = process_log_line(line)
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228 |
+
if msg_type and message:
|
229 |
+
message_queue.put((msg_type, message))
|
230 |
+
else:
|
231 |
+
# No new line, wait a bit
|
232 |
+
time.sleep(0.1)
|
233 |
+
except Exception as e:
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234 |
+
logger.error(f"Error monitoring log file: {e}")
|
235 |
+
message_queue.put(("error", f"Error monitoring log file: {e}"))
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236 |
+
|
237 |
+
def run_assignment_processor(input_file_path, message_queue):
|
238 |
+
"""Run the assignment processor and capture its output."""
|
239 |
+
try:
|
240 |
+
# Get the directory of the current script
|
241 |
+
script_dir = os.path.dirname(os.path.abspath(__file__))
|
242 |
+
|
243 |
+
# Construct the path to streamlit_main.py
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244 |
+
main_script = os.path.join(script_dir, "streamlit_main.py")
|
245 |
+
|
246 |
+
# Activate virtual environment if available
|
247 |
+
venv_python = os.path.join(script_dir, "venv", "bin", "python")
|
248 |
+
if os.path.exists(venv_python):
|
249 |
+
python_cmd = venv_python
|
250 |
+
else:
|
251 |
+
python_cmd = "python3"
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252 |
+
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253 |
+
# Run the assignment processor
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254 |
+
cmd = [python_cmd, main_script, input_file_path]
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255 |
+
|
256 |
+
# Add log message
|
257 |
+
message_queue.put(("info", "Starting assignment processing..."))
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258 |
+
|
259 |
+
# Execute the command
|
260 |
+
process = subprocess.Popen(
|
261 |
+
cmd,
|
262 |
+
stdout=subprocess.PIPE,
|
263 |
+
stderr=subprocess.PIPE,
|
264 |
+
text=True
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265 |
+
)
|
266 |
+
|
267 |
+
# Capture and process output
|
268 |
+
for line in process.stdout:
|
269 |
+
msg_type, message = process_log_line(line)
|
270 |
+
if msg_type and message:
|
271 |
+
message_queue.put((msg_type, message))
|
272 |
+
|
273 |
+
# Wait for process to complete
|
274 |
+
return_code = process.wait()
|
275 |
+
|
276 |
+
if return_code != 0:
|
277 |
+
# Capture error output if process failed
|
278 |
+
error_output = process.stderr.read()
|
279 |
+
message_queue.put(("error", f"Process failed with return code {return_code}: {error_output}"))
|
280 |
+
return False
|
281 |
+
|
282 |
+
# Add completion message
|
283 |
+
message_queue.put(("success", "COMPLETED B.TECH ASSIGNMENT SOLUTION PIPELINE"))
|
284 |
+
return True
|
285 |
+
except Exception as e:
|
286 |
+
logger.error(f"Error running assignment processor: {e}")
|
287 |
+
message_queue.put(("error", f"Error running assignment processor: {e}"))
|
288 |
+
return False
|
289 |
+
|
290 |
+
def main():
|
291 |
+
# Header
|
292 |
+
st.title("B.Tech Assignment Solution Generator")
|
293 |
+
st.markdown("Upload your assignment file (PDF or DOCX) and get comprehensive solutions.")
|
294 |
+
|
295 |
+
# File uploader
|
296 |
+
uploaded_file = st.file_uploader("Choose an assignment file", type=["pdf", "docx"])
|
297 |
+
|
298 |
+
if uploaded_file is not None:
|
299 |
+
st.success(f"File uploaded: {uploaded_file.name}")
|
300 |
+
|
301 |
+
# Extract text from the uploaded file
|
302 |
+
if uploaded_file.name.endswith('.pdf'):
|
303 |
+
text = extract_text_from_pdf(uploaded_file)
|
304 |
+
elif uploaded_file.name.endswith('.docx'):
|
305 |
+
text = extract_text_from_docx(uploaded_file)
|
306 |
+
else:
|
307 |
+
st.error("Unsupported file format. Please upload a PDF or DOCX file.")
|
308 |
+
return
|
309 |
+
|
310 |
+
if text is None:
|
311 |
+
st.error("Failed to extract text from the file.")
|
312 |
+
return
|
313 |
+
|
314 |
+
# Preview the extracted text
|
315 |
+
with st.expander("Preview Extracted Text", expanded=False):
|
316 |
+
st.text_area("Extracted Text", text, height=200)
|
317 |
+
|
318 |
+
# Process button
|
319 |
+
if st.button("Generate Solution"):
|
320 |
+
# Create a temporary file to save the extracted text
|
321 |
+
with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.txt') as temp_file:
|
322 |
+
temp_file.write(text)
|
323 |
+
temp_file_path = temp_file.name
|
324 |
+
|
325 |
+
try:
|
326 |
+
# Set up progress tracking
|
327 |
+
progress_bar = st.progress(0)
|
328 |
+
status_text = st.empty()
|
329 |
+
|
330 |
+
# Create a container for log messages
|
331 |
+
st.subheader("Processing Status")
|
332 |
+
log_container = st.empty()
|
333 |
+
log_messages = []
|
334 |
+
|
335 |
+
# Create a queue for messages
|
336 |
+
message_queue = queue.Queue()
|
337 |
+
|
338 |
+
# Create an event to signal thread to stop
|
339 |
+
stop_event = threading.Event()
|
340 |
+
|
341 |
+
# Start a thread to monitor the log file
|
342 |
+
log_file = "btech_solution_system.log"
|
343 |
+
log_thread = threading.Thread(
|
344 |
+
target=monitor_log_file,
|
345 |
+
args=(log_file, message_queue, stop_event)
|
346 |
+
)
|
347 |
+
log_thread.daemon = True
|
348 |
+
log_thread.start()
|
349 |
+
|
350 |
+
# Start processing in a separate thread
|
351 |
+
processing_thread = threading.Thread(
|
352 |
+
target=run_assignment_processor,
|
353 |
+
args=(temp_file_path, message_queue)
|
354 |
+
)
|
355 |
+
processing_thread.daemon = True
|
356 |
+
processing_thread.start()
|
357 |
+
|
358 |
+
# Update progress and display log messages
|
359 |
+
start_time = time.time()
|
360 |
+
solution_content = None
|
361 |
+
|
362 |
+
# Define key stages and their progress values
|
363 |
+
stages = {
|
364 |
+
"ANALYZING QUESTIONS": 10,
|
365 |
+
"RESEARCHING INFORMATION": 30,
|
366 |
+
"DEVELOPING INITIAL SOLUTIONS": 50,
|
367 |
+
"VERIFYING SOLUTIONS": 70,
|
368 |
+
"REVISING SOLUTIONS": 85,
|
369 |
+
"FORMATTING FINAL REPORT": 95,
|
370 |
+
"COMPLETED": 100
|
371 |
+
}
|
372 |
+
|
373 |
+
current_progress = 0
|
374 |
+
|
375 |
+
# Update status until processing is complete
|
376 |
+
while processing_thread.is_alive() or not message_queue.empty():
|
377 |
+
# Check for new messages
|
378 |
+
try:
|
379 |
+
while not message_queue.empty():
|
380 |
+
msg_type, message = message_queue.get(block=False)
|
381 |
+
|
382 |
+
# Update progress based on message content
|
383 |
+
for stage, progress_value in stages.items():
|
384 |
+
if stage in message:
|
385 |
+
current_progress = progress_value
|
386 |
+
break
|
387 |
+
|
388 |
+
# Format message based on type
|
389 |
+
formatted_msg = f"<div class='{msg_type}-message'>{message}</div>"
|
390 |
+
log_messages.append(formatted_msg)
|
391 |
+
|
392 |
+
# Keep only the last 20 messages to avoid cluttering
|
393 |
+
if len(log_messages) > 20:
|
394 |
+
log_messages = log_messages[-20:]
|
395 |
+
|
396 |
+
# Update log display
|
397 |
+
log_container.markdown(
|
398 |
+
f"<div class='log-container'>{''.join(log_messages)}</div>",
|
399 |
+
unsafe_allow_html=True
|
400 |
+
)
|
401 |
+
|
402 |
+
# Check if solution is ready
|
403 |
+
if "COMPLETED B.TECH ASSIGNMENT SOLUTION PIPELINE" in message:
|
404 |
+
# Try to read the solution file
|
405 |
+
try:
|
406 |
+
solution_file = "solution.txt"
|
407 |
+
if os.path.exists(solution_file):
|
408 |
+
with open(solution_file, 'r') as f:
|
409 |
+
solution_content = f.read()
|
410 |
+
except Exception as e:
|
411 |
+
logger.error(f"Error reading solution file: {e}")
|
412 |
+
log_messages.append(f"<div class='error-message'>Error reading solution file: {e}</div>")
|
413 |
+
except queue.Empty:
|
414 |
+
pass
|
415 |
+
|
416 |
+
# Update progress bar
|
417 |
+
progress_bar.progress(current_progress)
|
418 |
+
status_text.text(f"Processing... ({current_progress}%)")
|
419 |
+
|
420 |
+
# Check if processing is complete
|
421 |
+
if current_progress >= 100:
|
422 |
+
break
|
423 |
+
|
424 |
+
# Check timeout (30 minutes)
|
425 |
+
if time.time() - start_time > 1800:
|
426 |
+
status_text.error("Processing timed out after 30 minutes.")
|
427 |
+
break
|
428 |
+
|
429 |
+
time.sleep(0.5)
|
430 |
+
|
431 |
+
# Stop the log monitoring thread
|
432 |
+
stop_event.set()
|
433 |
+
|
434 |
+
# Check if solution was found
|
435 |
+
if solution_content:
|
436 |
+
# Update progress to 100%
|
437 |
+
progress_bar.progress(100)
|
438 |
+
status_text.success("Solution generated successfully!")
|
439 |
+
|
440 |
+
# Display the solution
|
441 |
+
st.subheader("Generated Solution")
|
442 |
+
st.markdown(solution_content)
|
443 |
+
|
444 |
+
# Create PDF
|
445 |
+
pdf_buffer = create_pdf(solution_content)
|
446 |
+
|
447 |
+
if pdf_buffer:
|
448 |
+
# Provide download button for PDF
|
449 |
+
st.download_button(
|
450 |
+
label="Download Solution as PDF",
|
451 |
+
data=pdf_buffer,
|
452 |
+
file_name="btech_assignment_solution.pdf",
|
453 |
+
mime="application/pdf",
|
454 |
+
key="solution-pdf",
|
455 |
+
help="Click to download the solution as a PDF file"
|
456 |
+
)
|
457 |
+
else:
|
458 |
+
status_text.error("Failed to generate solution.")
|
459 |
+
|
460 |
+
finally:
|
461 |
+
# Clean up temporary file
|
462 |
+
if os.path.exists(temp_file_path):
|
463 |
+
os.unlink(temp_file_path)
|
464 |
+
|
465 |
+
if __name__ == "__main__":
|
466 |
+
main()
|