Update app.py via AI Editor
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app.py
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| 1 |
+
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 |
+
import flask
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| 5 |
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import uuid
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| 6 |
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import os
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import tempfile
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| 8 |
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import shutil
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| 9 |
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import logging
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| 10 |
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from flask import send_file, make_response
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| 11 |
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import threading
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| 12 |
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import pickle
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| 13 |
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from PyPDF2 import PdfReader, PdfWriter
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| 14 |
+
import re
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| 15 |
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| 16 |
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# Configure logging
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| 17 |
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logging.basicConfig(level=logging.INFO, format='%(asctime)s %(levelname)s %(message)s')
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| 18 |
+
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| 19 |
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# Session storage and lock management
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| 20 |
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SESSION_DATA = {}
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| 21 |
+
SESSION_LOCKS = {}
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| 22 |
+
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| 23 |
+
def get_session_id():
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| 24 |
+
session_id = flask.request.cookies.get('session-id')
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| 25 |
+
if not session_id:
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| 26 |
+
session_id = str(uuid.uuid4())
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| 27 |
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return session_id
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| 28 |
+
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| 29 |
+
def get_session_dir(session_id):
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| 30 |
+
base_tmp = tempfile.gettempdir()
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| 31 |
+
path = os.path.join(base_tmp, f'dash_pdfsplit_{session_id}')
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| 32 |
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os.makedirs(path, exist_ok=True)
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| 33 |
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return path
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| 34 |
+
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| 35 |
+
def clean_session(session_id):
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| 36 |
+
try:
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| 37 |
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session_dir = get_session_dir(session_id)
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| 38 |
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if os.path.exists(session_dir):
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| 39 |
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shutil.rmtree(session_dir)
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| 40 |
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SESSION_DATA.pop(session_id, None)
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| 41 |
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SESSION_LOCKS.pop(session_id, None)
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| 42 |
+
except Exception as e:
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| 43 |
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logging.error(f"Error cleaning session {session_id}: {e}")
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| 44 |
+
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| 45 |
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def get_session_lock(session_id):
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| 46 |
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if session_id not in SESSION_LOCKS:
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| 47 |
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SESSION_LOCKS[session_id] = threading.Lock()
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| 48 |
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return SESSION_LOCKS[session_id]
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| 49 |
+
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| 50 |
+
def allowed_file(filename):
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| 51 |
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return '.' in filename and filename.lower().endswith('.pdf')
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| 52 |
+
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| 53 |
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def extract_text_headers(reader, page_num):
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| 54 |
+
try:
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| 55 |
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page = reader.pages[page_num]
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| 56 |
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text = page.extract_text() or ""
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| 57 |
+
# Extract the first non-blank line as a potential header
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| 58 |
+
lines = [line.strip() for line in text.split('\n') if line.strip()]
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| 59 |
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header = lines[0] if lines else ""
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| 60 |
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return header
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| 61 |
+
except Exception as e:
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| 62 |
+
logging.warning(f"Failed extracting header from page {page_num}: {e}")
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| 63 |
+
return ""
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| 64 |
+
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| 65 |
+
def is_blank_page(reader, page_num):
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| 66 |
+
try:
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| 67 |
+
page = reader.pages[page_num]
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| 68 |
+
text = (page.extract_text() or "").strip()
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| 69 |
+
return len(text) == 0
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| 70 |
+
except Exception as e:
|
| 71 |
+
logging.warning(f"Failed to check blank page at {page_num}: {e}")
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| 72 |
+
return False
|
| 73 |
+
|
| 74 |
+
def is_chapter_header(header):
|
| 75 |
+
patterns = [
|
| 76 |
+
r'^\s*chapter\b', r'^\s*section\b', r'^\s*part\b', r'^\s*appendix\b',
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| 77 |
+
r'^\s*[ivxlcdm]+\.', r'^\s*\d+(\.\d+)*\s', r'^\s*introduction\b'
|
| 78 |
+
]
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| 79 |
+
for pat in patterns:
|
| 80 |
+
if re.match(pat, header, re.IGNORECASE):
|
| 81 |
+
return True
|
| 82 |
+
return False
|
| 83 |
+
|
| 84 |
+
def estimate_writer_size(writer):
|
| 85 |
+
import io
|
| 86 |
+
f = io.BytesIO()
|
| 87 |
+
writer.write(f)
|
| 88 |
+
return f.tell()
|
| 89 |
+
|
| 90 |
+
def intelligent_pdf_split(input_path, session_dir, max_mb=5, min_split_mb=4):
|
| 91 |
+
reader = PdfReader(input_path)
|
| 92 |
+
n_pages = len(reader.pages)
|
| 93 |
+
splits = []
|
| 94 |
+
current_writer = PdfWriter()
|
| 95 |
+
split_points = []
|
| 96 |
+
last_header = None
|
| 97 |
+
last_split_at = 0
|
| 98 |
+
for i in range(n_pages):
|
| 99 |
+
page = reader.pages[i]
|
| 100 |
+
current_writer.add_page(page)
|
| 101 |
+
size = estimate_writer_size(current_writer) / (1024 * 1024)
|
| 102 |
+
header = extract_text_headers(reader, i)
|
| 103 |
+
blank = is_blank_page(reader, i)
|
| 104 |
+
chapter = is_chapter_header(header)
|
| 105 |
+
split_here = False
|
| 106 |
+
|
| 107 |
+
# Force split if over max size
|
| 108 |
+
if size >= max_mb:
|
| 109 |
+
split_here = True
|
| 110 |
+
# Prefer to split between min_split_mb and max_mb at logical points
|
| 111 |
+
elif size >= min_split_mb:
|
| 112 |
+
if blank or chapter or (header and header != last_header):
|
| 113 |
+
split_here = True
|
| 114 |
+
|
| 115 |
+
if split_here:
|
| 116 |
+
splits.append((last_split_at, i+1))
|
| 117 |
+
last_split_at = i+1
|
| 118 |
+
current_writer = PdfWriter()
|
| 119 |
+
last_header = header
|
| 120 |
+
|
| 121 |
+
# Add final split if not already
|
| 122 |
+
if last_split_at < n_pages:
|
| 123 |
+
splits.append((last_split_at, n_pages))
|
| 124 |
+
|
| 125 |
+
# Write split files
|
| 126 |
+
split_files = []
|
| 127 |
+
for idx, (start, end) in enumerate(splits):
|
| 128 |
+
writer = PdfWriter()
|
| 129 |
+
for i in range(start, end):
|
| 130 |
+
writer.add_page(reader.pages[i])
|
| 131 |
+
out_path = os.path.join(session_dir, f'split_part_{idx+1}.pdf')
|
| 132 |
+
with open(out_path, 'wb') as f:
|
| 133 |
+
writer.write(f)
|
| 134 |
+
size = os.path.getsize(out_path) / (1024 * 1024)
|
| 135 |
+
split_files.append({'filename': os.path.basename(out_path), 'size': size, 'path': out_path})
|
| 136 |
+
return split_files
|
| 137 |
+
|
| 138 |
+
# Dash app setup
|
| 139 |
+
external_stylesheets = [dbc.themes.BOOTSTRAP]
|
| 140 |
+
app = dash.Dash(__name__, external_stylesheets=external_stylesheets, suppress_callback_exceptions=True)
|
| 141 |
+
server = app.server
|
| 142 |
+
|
| 143 |
+
app.title = "Intelligent PDF Splitter"
|
| 144 |
+
|
| 145 |
+
app.layout = dbc.Container(
|
| 146 |
+
[
|
| 147 |
+
dcc.Store(id='session-store', storage_type='session'),
|
| 148 |
+
html.Div(id='dummy-div', style={'display': 'none'}),
|
| 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."),
|
| 158 |
+
dcc.Upload(
|
| 159 |
+
id='upload-pdf',
|
| 160 |
+
children=html.Div([
|
| 161 |
+
'Drag and Drop or ',
|
| 162 |
+
html.A('Select PDF File')
|
| 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'),
|
| 174 |
+
dcc.Loading(
|
| 175 |
+
id="loading", type="default",
|
| 176 |
+
children=[html.Div(id='split-results')]
|
| 177 |
+
)
|
| 178 |
+
]
|
| 179 |
+
)
|
| 180 |
+
],
|
| 181 |
+
className="mt-4"
|
| 182 |
+
),
|
| 183 |
+
width=12
|
| 184 |
+
),
|
| 185 |
+
]
|
| 186 |
+
)
|
| 187 |
+
],
|
| 188 |
+
fluid=True,
|
| 189 |
+
className="p-4"
|
| 190 |
+
)
|
| 191 |
+
|
| 192 |
+
@app.callback(
|
| 193 |
+
Output('file-info', 'children'),
|
| 194 |
+
Output('split-results', 'children'),
|
| 195 |
+
Output('session-store', 'data'),
|
| 196 |
+
Input('upload-pdf', 'contents'),
|
| 197 |
+
State('upload-pdf', 'filename'),
|
| 198 |
+
Input('clear-session', 'n_clicks'),
|
| 199 |
+
State('session-store', 'data'),
|
| 200 |
+
prevent_initial_call='initial_duplicate'
|
| 201 |
+
)
|
| 202 |
+
def handle_upload(contents, filename, clear_n, session_data):
|
| 203 |
+
trigger = ctx.triggered_id
|
| 204 |
+
session_id = get_session_id()
|
| 205 |
+
flask.g.session_id = session_id
|
| 206 |
+
session_dir = get_session_dir(session_id)
|
| 207 |
+
lock = get_session_lock(session_id)
|
| 208 |
+
|
| 209 |
+
if trigger == 'clear-session':
|
| 210 |
+
clean_session(session_id)
|
| 211 |
+
resp_data = {}
|
| 212 |
+
return "", "", resp_data
|
| 213 |
+
|
| 214 |
+
# If user returns, restore state
|
| 215 |
+
if not contents and session_data and 'split_files' in session_data:
|
| 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:"),
|
| 220 |
+
html.Ul([
|
| 221 |
+
html.Li([
|
| 222 |
+
f"{fi['filename']} ({fi['size']:.2f} MB) ",
|
| 223 |
+
dbc.Button("Download", id={'type': 'download-btn', 'index': idx}, href=f"/download/{session_id}/{fi['filename']}", color='primary', size='sm')
|
| 224 |
+
]) for idx, fi in enumerate(split_files)
|
| 225 |
+
])
|
| 226 |
+
]
|
| 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:
|
| 236 |
+
# Save file
|
| 237 |
+
header, b64data = contents.split(',', 1)
|
| 238 |
+
import base64
|
| 239 |
+
pdf_bytes = base64.b64decode(b64data)
|
| 240 |
+
pdf_path = os.path.join(session_dir, filename)
|
| 241 |
+
with open(pdf_path, 'wb') as f:
|
| 242 |
+
f.write(pdf_bytes)
|
| 243 |
+
logging.info(f"PDF uploaded and saved to {pdf_path} for session {session_id}")
|
| 244 |
+
|
| 245 |
+
# Split PDF with lock
|
| 246 |
+
with lock:
|
| 247 |
+
split_files = intelligent_pdf_split(pdf_path, session_dir)
|
| 248 |
+
results = [
|
| 249 |
+
html.H5("Split Files:"),
|
| 250 |
+
html.Ul([
|
| 251 |
+
html.Li([
|
| 252 |
+
f"{fi['filename']} ({fi['size']:.2f} MB) ",
|
| 253 |
+
dbc.Button("Download", id={'type': 'download-btn', 'index': idx}, href=f"/download/{session_id}/{fi['filename']}", color='primary', size='sm')
|
| 254 |
+
]) for idx, fi in enumerate(split_files)
|
| 255 |
+
])
|
| 256 |
+
]
|
| 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,
|
| 261 |
+
}
|
| 262 |
+
logging.info(f"PDF split into {len(split_files)} chunks for session {session_id}")
|
| 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>')
|
| 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)
|
| 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.")
|