Spaces:
Sleeping
Sleeping
File size: 8,709 Bytes
bf1779f b4c73b3 4c99a3d bf1779f 0a9d371 bf1779f 4635f67 bf1779f ba39ca8 bf1779f b4c73b3 0a9d371 ba39ca8 38555d7 b4c73b3 bf1779f 38555d7 bf1779f b4c73b3 38555d7 b4192aa 0a9d371 bf1779f 0a9d371 bf1779f 0a9d371 bf1779f d551687 b035e93 d551687 b035e93 d551687 bf1779f b4c73b3 bf1779f b4c73b3 38555d7 b4c73b3 38555d7 0a9d371 38555d7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 |
import os
#os.environ["PATH"] += os.pathsep + "/usr/bin" + os.pathsep + "/usr/local/bin" #Removed redundant path setting
print(f"Current PATH: {os.environ['PATH']}")
import streamlit as st
from PyPDF2 import PdfMerger
from google.cloud import vision
from google.oauth2 import service_account
import fitz
from PIL import Image
from io import BytesIO
import tempfile
import json
from streamlit_sortables import sort_items
import subprocess
from tqdm import tqdm
from datetime import datetime
# Check if /usr/bin/pdfinfo exists
if os.path.exists("/usr/bin/pdfinfo"):
print("pdfinfo exists at /usr/bin/pdfinfo")
# Check the file permissions
permissions = os.stat("/usr/bin/pdfinfo").st_mode
print(f"File permissions: {oct(permissions)}")
else:
print("pdfinfo does not exist at /usr/bin/pdfinfo")
# Load Google Cloud Vision credentials from secret
credentials_json = os.getenv("GOOGLE_CREDENTIALS_JSON")
if credentials_json:
credentials_dict = json.loads(credentials_json)
credentials = service_account.Credentials.from_service_account_info(credentials_dict)
client = vision.ImageAnnotatorClient(credentials=credentials)
else:
client = None
# Function to extract text using Google Cloud Vision
def extract_text_with_google_vision(image_bytes):
"""Extracts text using Google Cloud Vision."""
image = vision.Image(content=image_bytes)
response = client.document_text_detection(image=image)
if response.error.message:
raise Exception(f"Google Cloud Vision API Error: {response.error.message}")
return response.full_text_annotation.text if response.full_text_annotation else ""
# Function to process PDF for transcription
def process_pdf(file):
"""Converts PDF pages to images and extracts text."""
text = ""
with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as temp_pdf:
temp_pdf.write(file.read())
temp_pdf_path = temp_pdf.name
try:
doc = fitz.open(temp_pdf_path)
for i in tqdm(range(len(doc)), desc="Processing pages"):
page = doc.load_page(i)
pix = page.get_pixmap()
image = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
image_bytes = BytesIO()
image.save(image_bytes, format="PNG")
image_bytes.seek(0)
try:
page_text = extract_text_with_google_vision(image_bytes.getvalue())
text += f"--- Page {i + 1} ---\n{page_text}\n\n"
except Exception as e:
st.error(f"Error on page {i + 1}: {e}")
finally:
os.remove(temp_pdf_path)
with tempfile.NamedTemporaryFile(suffix=".txt", delete=False) as temp_txt:
temp_txt.write(text.encode("utf-8"))
temp_txt_path = temp_txt.name
return temp_txt_path
# Function to generate thumbnail from PDF
def get_pdf_thumbnail(uploaded_file):
"""Generates a thumbnail image of the first page of a PDF."""
uploaded_file.seek(0)
doc = fitz.open(stream=uploaded_file.read(), filetype="pdf")
page = doc.load_page(0)
pix = page.get_pixmap()
img = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
img.thumbnail((100, 140))
return img
# Function to merge PDFs
def merge_pdfs(reordered_files):
"""Merges multiple PDFs into one."""
merger = PdfMerger()
for file in reordered_files:
file.seek(0)
merger.append(file)
output_filename = "combined_document.pdf"
with open(output_filename, "wb") as output_file:
merger.write(output_file)
return output_filename
def download_file(output_file, file_name, mime_type):
with open(output_file, "rb") as f:
st.download_button(
label="Download File",
data=f,
file_name=file_name,
mime=mime_type,
)
def generate_unique_filename(original_filename, suffix, file_type):
"""Generates a unique filename based on date, time, and original filename."""
now = datetime.now()
timestamp = now.strftime("%Y%m%d_%H%M%S")
name, ext = os.path.splitext(original_filename)
return f"{name}_{timestamp}{suffix}{file_type}"
def rotate_pdf(pdf_file, rotation_angle):
"""Rotates all pages of a PDF by a specified angle."""
with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as temp_pdf:
temp_pdf.write(pdf_file.read())
temp_pdf_path = temp_pdf.name
doc = fitz.open(temp_pdf_path)
for page in doc:
page.set_rotation(rotation_angle)
os.remove(temp_pdf_path)
return doc
def display_pdf_preview(doc, page_num=0):
"""Displays a preview of a PDF page."""
page = doc.load_page(page_num)
pix = page.get_pixmap()
img = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
st.image(img, use_container_width=True)
# Sidebar Navigation
st.sidebar.title("Tool Selector")
selection = st.sidebar.radio("Choose a tool:", ["PDF Combiner", "PDF Transcriber", "PDF Rotator"])
# PDF Combiner with Preview and Reordering
if selection == "PDF Combiner":
st.title("PDF Combiner with Preview & Reordering")
st.write("Upload individual PDF pages, visualize them, reorder, and merge into a single PDF.")
uploaded_files = st.file_uploader("Upload PDF pages", type="pdf", accept_multiple_files=True)
if uploaded_files:
# Generate thumbnails and filenames for each uploaded PDF
thumbnails = []
filenames = []
for file in uploaded_files:
thumbnails.append(get_pdf_thumbnail(file))
filenames.append(file.name)
# Display thumbnails with filenames for reordering
st.write("**Drag and drop to reorder the PDFs:**")
reordered_filenames = sort_items(filenames)
# Map the filenames back to the corresponding files
reordered_files = [uploaded_files[filenames.index(name)] for name in reordered_filenames]
# Display the thumbnails in the new order
st.write("**Preview of selected order:**")
cols = st.columns(len(reordered_files))
for idx, file in enumerate(reordered_files):
with cols[idx]:
st.image(get_pdf_thumbnail(file), caption=file.name, use_container_width=True)
# Merge PDFs in the specified order
if st.button("Merge PDFs"):
output_file = merge_pdfs(reordered_files)
st.success("PDF pages combined successfully!")
download_file(output_file, generate_unique_filename("combined_document", "", ".pdf"), "application/pdf")
os.remove(output_file)
# PDF Transcriber Tool
elif selection == "PDF Transcriber":
st.title("PDF Transcriber Tool")
st.write("Upload a scanned PDF to transcribe the text.")
if not client:
st.error("Google Cloud credentials are not set. Please configure the secret.")
uploaded_file = st.file_uploader("Upload a PDF", type=["pdf"])
if uploaded_file and st.button("Transcribe PDF"):
with st.spinner("Processing..."):
output_file = process_pdf(uploaded_file)
if output_file:
st.success("Text extraction complete!")
st.text_area("Extracted Text", open(output_file, encoding="utf-8").read(), height=400)
output_file_name = generate_unique_filename(uploaded_file.name, "(T)", ".txt")
with open(output_file, "rb") as f:
st.download_button("Download Extracted Text", f, file_name=output_file_name, mime="text/plain")
os.remove(output_file)
else:
st.error("Could not process the PDF, please try again")
# PDF Rotator Tool
elif selection == "PDF Rotator":
st.title("PDF Rotator")
st.write("Upload a PDF and rotate all pages by a specified angle.")
pdf_file = st.file_uploader("Upload PDF", type=["pdf"])
rotation_angle = st.selectbox("Select rotation angle:", [90, 180, 270])
if pdf_file:
if 'rotated_doc' not in st.session_state:
st.session_state.rotated_doc = None
if st.button("Rotate PDF"):
with st.spinner("Rotating PDF..."):
st.session_state.rotated_doc = rotate_pdf(pdf_file, rotation_angle)
st.success("PDF rotated successfully!")
if st.session_state.rotated_doc:
display_pdf_preview(st.session_state.rotated_doc)
if st.button("Download Rotated PDF"):
with tempfile.NamedTemporaryFile(suffix=".pdf", delete=False) as temp_pdf:
st.session_state.rotated_doc.save(temp_pdf.name)
download_file(temp_pdf.name, generate_unique_filename(pdf_file.name, "(R)", ".pdf"), "application/pdf")
os.remove(temp_pdf.name) |