Update app.py via AI Editor
Browse files
app.py
CHANGED
@@ -1 +1,298 @@
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+
import dash
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2 |
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import dash_bootstrap_components as dbc
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3 |
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from dash import html, dcc, Input, Output, State, ctx
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4 |
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import flask
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import uuid
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6 |
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import os
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7 |
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import tempfile
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import shutil
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import logging
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from flask import send_file, make_response
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import threading
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12 |
+
import pickle
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13 |
+
from PyPDF2 import PdfReader, PdfWriter
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14 |
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import re
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+
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# Configure logging
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+
logging.basicConfig(level=logging.INFO, format='%(asctime)s %(levelname)s %(message)s')
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+
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# Session storage and lock management
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SESSION_DATA = {}
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SESSION_LOCKS = {}
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+
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def get_session_id():
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session_id = flask.request.cookies.get('session-id')
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if not session_id:
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session_id = str(uuid.uuid4())
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return session_id
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+
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def get_session_dir(session_id):
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base_tmp = tempfile.gettempdir()
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path = os.path.join(base_tmp, f'dash_pdfsplit_{session_id}')
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os.makedirs(path, exist_ok=True)
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return path
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def clean_session(session_id):
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try:
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session_dir = get_session_dir(session_id)
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if os.path.exists(session_dir):
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shutil.rmtree(session_dir)
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SESSION_DATA.pop(session_id, None)
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SESSION_LOCKS.pop(session_id, None)
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except Exception as e:
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logging.error(f"Error cleaning session {session_id}: {e}")
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def get_session_lock(session_id):
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if session_id not in SESSION_LOCKS:
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SESSION_LOCKS[session_id] = threading.Lock()
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return SESSION_LOCKS[session_id]
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def allowed_file(filename):
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return '.' in filename and filename.lower().endswith('.pdf')
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def extract_text_headers(reader, page_num):
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try:
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page = reader.pages[page_num]
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text = page.extract_text() or ""
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# Extract the first non-blank line as a potential header
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lines = [line.strip() for line in text.split('\n') if line.strip()]
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header = lines[0] if lines else ""
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return header
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except Exception as e:
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logging.warning(f"Failed extracting header from page {page_num}: {e}")
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return ""
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+
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def is_blank_page(reader, page_num):
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try:
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page = reader.pages[page_num]
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text = (page.extract_text() or "").strip()
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return len(text) == 0
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except Exception as e:
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logging.warning(f"Failed to check blank page at {page_num}: {e}")
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return False
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def is_chapter_header(header):
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patterns = [
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r'^\s*chapter\b', r'^\s*section\b', r'^\s*part\b', r'^\s*appendix\b',
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r'^\s*[ivxlcdm]+\.', r'^\s*\d+(\.\d+)*\s', r'^\s*introduction\b'
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]
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for pat in patterns:
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if re.match(pat, header, re.IGNORECASE):
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return True
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return False
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+
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84 |
+
def estimate_writer_size(writer):
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import io
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f = io.BytesIO()
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writer.write(f)
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88 |
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return f.tell()
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+
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90 |
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def intelligent_pdf_split(input_path, session_dir, max_mb=5, min_split_mb=4):
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91 |
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reader = PdfReader(input_path)
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92 |
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n_pages = len(reader.pages)
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93 |
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splits = []
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94 |
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current_writer = PdfWriter()
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95 |
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split_points = []
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96 |
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last_header = None
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97 |
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last_split_at = 0
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98 |
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for i in range(n_pages):
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page = reader.pages[i]
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100 |
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current_writer.add_page(page)
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101 |
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size = estimate_writer_size(current_writer) / (1024 * 1024)
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102 |
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header = extract_text_headers(reader, i)
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103 |
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blank = is_blank_page(reader, i)
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104 |
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chapter = is_chapter_header(header)
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105 |
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split_here = False
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106 |
+
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107 |
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# Force split if over max size
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108 |
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if size >= max_mb:
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split_here = True
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110 |
+
# Prefer to split between min_split_mb and max_mb at logical points
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111 |
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elif size >= min_split_mb:
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112 |
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if blank or chapter or (header and header != last_header):
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113 |
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split_here = True
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114 |
+
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115 |
+
if split_here:
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116 |
+
splits.append((last_split_at, i+1))
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117 |
+
last_split_at = i+1
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118 |
+
current_writer = PdfWriter()
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119 |
+
last_header = header
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120 |
+
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121 |
+
# Add final split if not already
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122 |
+
if last_split_at < n_pages:
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123 |
+
splits.append((last_split_at, n_pages))
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124 |
+
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125 |
+
# Write split files
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126 |
+
split_files = []
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127 |
+
for idx, (start, end) in enumerate(splits):
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128 |
+
writer = PdfWriter()
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129 |
+
for i in range(start, end):
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130 |
+
writer.add_page(reader.pages[i])
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131 |
+
out_path = os.path.join(session_dir, f'split_part_{idx+1}.pdf')
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132 |
+
with open(out_path, 'wb') as f:
|
133 |
+
writer.write(f)
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134 |
+
size = os.path.getsize(out_path) / (1024 * 1024)
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135 |
+
split_files.append({'filename': os.path.basename(out_path), 'size': size, 'path': out_path})
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136 |
+
return split_files
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137 |
+
|
138 |
+
# Dash app setup
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139 |
+
external_stylesheets = [dbc.themes.BOOTSTRAP]
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140 |
+
app = dash.Dash(__name__, external_stylesheets=external_stylesheets, suppress_callback_exceptions=True)
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141 |
+
server = app.server
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142 |
+
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143 |
+
app.title = "Intelligent PDF Splitter"
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144 |
+
|
145 |
+
app.layout = dbc.Container(
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146 |
+
[
|
147 |
+
dcc.Store(id='session-store', storage_type='session'),
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148 |
+
html.Div(id='dummy-div', style={'display': 'none'}),
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149 |
+
dbc.Row(
|
150 |
+
[
|
151 |
+
dbc.Col(
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152 |
+
dbc.Card(
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153 |
+
[
|
154 |
+
dbc.CardHeader(html.H2("Intelligent PDF Splitter")),
|
155 |
+
dbc.CardBody(
|
156 |
+
[
|
157 |
+
html.P("Upload your PDF. The tool will split it into context-preserving sections, each under 5MB."),
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158 |
+
dcc.Upload(
|
159 |
+
id='upload-pdf',
|
160 |
+
children=html.Div([
|
161 |
+
'Drag and Drop or ',
|
162 |
+
html.A('Select PDF File')
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163 |
+
]),
|
164 |
+
style={
|
165 |
+
'width': '100%', 'height': '80px', 'lineHeight': '80px',
|
166 |
+
'borderWidth': '1px', 'borderStyle': 'dashed', 'borderRadius': '5px',
|
167 |
+
'textAlign': 'center', 'margin': '10px 0'
|
168 |
+
},
|
169 |
+
multiple=False,
|
170 |
+
accept='.pdf'
|
171 |
+
),
|
172 |
+
html.Div(id='file-info'),
|
173 |
+
dbc.Button("Clear Session", id='clear-session', color='secondary', className='mt-2'),
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174 |
+
dcc.Loading(
|
175 |
+
id="loading", type="default",
|
176 |
+
children=[html.Div(id='split-results')]
|
177 |
+
)
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178 |
+
]
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179 |
+
)
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180 |
+
],
|
181 |
+
className="mt-4"
|
182 |
+
),
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183 |
+
width=12
|
184 |
+
),
|
185 |
+
]
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186 |
+
)
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187 |
+
],
|
188 |
+
fluid=True,
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189 |
+
className="p-4"
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190 |
+
)
|
191 |
+
|
192 |
+
@app.callback(
|
193 |
+
Output('file-info', 'children'),
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194 |
+
Output('split-results', 'children'),
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195 |
+
Output('session-store', 'data'),
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196 |
+
Input('upload-pdf', 'contents'),
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197 |
+
State('upload-pdf', 'filename'),
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198 |
+
Input('clear-session', 'n_clicks'),
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199 |
+
State('session-store', 'data'),
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200 |
+
prevent_initial_call='initial_duplicate'
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201 |
+
)
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202 |
+
def handle_upload(contents, filename, clear_n, session_data):
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203 |
+
trigger = ctx.triggered_id
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204 |
+
session_id = get_session_id()
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205 |
+
flask.g.session_id = session_id
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206 |
+
session_dir = get_session_dir(session_id)
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207 |
+
lock = get_session_lock(session_id)
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208 |
+
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209 |
+
if trigger == 'clear-session':
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210 |
+
clean_session(session_id)
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211 |
+
resp_data = {}
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212 |
+
return "", "", resp_data
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213 |
+
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214 |
+
# If user returns, restore state
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215 |
+
if not contents and session_data and 'split_files' in session_data:
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216 |
+
split_files = session_data.get('split_files', [])
|
217 |
+
file_info = html.Div(f"Previous upload: {session_data.get('orig_filename', '')}")
|
218 |
+
results = [
|
219 |
+
html.H5("Split Files:"),
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220 |
+
html.Ul([
|
221 |
+
html.Li([
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222 |
+
f"{fi['filename']} ({fi['size']:.2f} MB) ",
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223 |
+
dbc.Button("Download", id={'type': 'download-btn', 'index': idx}, href=f"/download/{session_id}/{fi['filename']}", color='primary', size='sm')
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224 |
+
]) for idx, fi in enumerate(split_files)
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225 |
+
])
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226 |
+
]
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227 |
+
return file_info, results, session_data
|
228 |
+
|
229 |
+
if not contents:
|
230 |
+
return "", "", {}
|
231 |
+
|
232 |
+
if not allowed_file(filename):
|
233 |
+
return html.Div("Only .pdf files are allowed.", style={'color': 'red'}), "", {}
|
234 |
+
|
235 |
+
try:
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236 |
+
# Save file
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237 |
+
header, b64data = contents.split(',', 1)
|
238 |
+
import base64
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239 |
+
pdf_bytes = base64.b64decode(b64data)
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240 |
+
pdf_path = os.path.join(session_dir, filename)
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241 |
+
with open(pdf_path, 'wb') as f:
|
242 |
+
f.write(pdf_bytes)
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243 |
+
logging.info(f"PDF uploaded and saved to {pdf_path} for session {session_id}")
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244 |
+
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245 |
+
# Split PDF with lock
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246 |
+
with lock:
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247 |
+
split_files = intelligent_pdf_split(pdf_path, session_dir)
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248 |
+
results = [
|
249 |
+
html.H5("Split Files:"),
|
250 |
+
html.Ul([
|
251 |
+
html.Li([
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252 |
+
f"{fi['filename']} ({fi['size']:.2f} MB) ",
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253 |
+
dbc.Button("Download", id={'type': 'download-btn', 'index': idx}, href=f"/download/{session_id}/{fi['filename']}", color='primary', size='sm')
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254 |
+
]) for idx, fi in enumerate(split_files)
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255 |
+
])
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256 |
+
]
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257 |
+
file_info = html.Div(f"Uploaded: {filename} ({len(pdf_bytes)/1024/1024:.2f} MB)")
|
258 |
+
session_data = {
|
259 |
+
'orig_filename': filename,
|
260 |
+
'split_files': split_files,
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261 |
+
}
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262 |
+
logging.info(f"PDF split into {len(split_files)} chunks for session {session_id}")
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263 |
+
return file_info, results, session_data
|
264 |
+
except Exception as e:
|
265 |
+
logging.error(f"Error processing PDF: {e}")
|
266 |
+
return html.Div(f"Error: {e}", style={'color': 'red'}), "", {}
|
267 |
+
|
268 |
+
@app.server.route('/download/<session_id>/<filename>')
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269 |
+
def download_split_file(session_id, filename):
|
270 |
+
session_dir = get_session_dir(session_id)
|
271 |
+
file_path = os.path.join(session_dir, filename)
|
272 |
+
if os.path.exists(file_path):
|
273 |
+
logging.info(f"Serving file {file_path} for session {session_id}")
|
274 |
+
return send_file(file_path, mimetype='application/pdf', as_attachment=True, download_name=filename)
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275 |
+
else:
|
276 |
+
logging.error(f"File not found for download: {file_path}")
|
277 |
+
return "File not found", 404
|
278 |
+
|
279 |
+
@app.callback(
|
280 |
+
Output('dummy-div', 'children'),
|
281 |
+
Input('session-store', 'data'),
|
282 |
+
prevent_initial_call=True
|
283 |
+
)
|
284 |
+
def set_cookie_on_load(session_data):
|
285 |
+
session_id = get_session_id()
|
286 |
+
resp = flask.make_response("")
|
287 |
+
resp.set_cookie('session-id', session_id, max_age=60*60*24*3)
|
288 |
+
return ""
|
289 |
+
|
290 |
+
@app.server.before_request
|
291 |
+
def persist_session_cookie():
|
292 |
+
session_id = get_session_id()
|
293 |
+
flask.g.session_id = session_id
|
294 |
+
|
295 |
+
if __name__ == '__main__':
|
296 |
+
print("Starting the Dash application...")
|
297 |
+
app.run(debug=True, host='0.0.0.0', port=7860, threaded=True)
|
298 |
+
print("Dash application has finished running.")
|