automate.py not working

pull/19/head
kethan351 2024-02-15 17:17:30 -05:00
parent 3b34021362
commit c0d2de4ed6
2 changed files with 56 additions and 34 deletions

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@ -1,44 +1,67 @@
#This file will be the actual generation of images and benchmarking of the system
#Run getbooks.py then downloadbooks.py with whatever .txt is being used then use those to move into the next steps
import os
from pathlib import Path
from alttext import genAltTextV2
from descengine import genDesc
from ocrengine import genChars
from langengine import refineDesc, refineOCR #need to implement these
import bs4
from bs4 import BeautifulSoup
import time
from ..src.alttext.alttext import getImgData, getContext, genDesc, genChars
from ..src.alttext.langengine import refineAlt
def read_paths_from_file(file_path):
"""Reads image paths from a given file and returns a list of tuples containing book number and path."""
with open(file_path, 'r') as file:
lines = file.readlines()
paths = [line.strip().split('\t') for line in lines]
return paths
class BookParser:
def __init__(self):
self.filepath = ""
self.filename = ""
self.filedir = ""
def generate_alt_text_for_images(image_paths):
"""
Generates alt-text for a list of image paths. Each path is a tuple containing the book number and the image path.
"""
alt_texts = []
for path_info in image_paths:
book_num, image_path = path_info.split('\t')
full_image_path = f"cache/epub/{book_num}/images/{image_path}"
def parse(self, html):
# Parse the HTML content with BeautifulSoup
return BeautifulSoup(html, 'html.parser')
# Generate alt-text using the genAltTextV2 method
alt_text = alt_text.genAltTextV2(full_image_path) #I don't think I am doing this right
def parseFile(self, filepath: str) -> bs4.BeautifulSoup:
with open(filepath, encoding="utf8") as html:
self.filepath = filepath
l = filepath.split("/")
self.filename = l.pop()
self.filedir = "/".join(l) + "/"
return self.parse(html)
alt_texts.append((book_num, image_path, alt_text))
def process_books(extraction_folder):
parser = BookParser()
return alt_texts
# Iterate through each book's directory
for book_id in os.listdir(extraction_folder):
book_path = os.path.join(extraction_folder, book_id)
if os.path.isdir(book_path):
# Iterate through files in the book's directory
for filename in os.listdir(book_path):
filepath = os.path.join(book_path, filename)
# Check if the file is an HTML file
if filepath.endswith(".html"):
# Use the parseFile method to parse the HTML file
soup = parser.parseFile(filepath)
# Now `soup` contains the parsed HTML file for further processing
def main():
input_file = '../empty_alt_text_sample.text' # Update this path
output_file = '../generated_alt_texts.txt' # Update this path
# Example of further processing: print the title of the HTML document
title = soup.find('title').get_text() if soup.find('title') else 'No title'
print(f"Book ID: {book_id}, File: {filename}, Title: {title}")
image_paths = read_paths_from_file(input_file)
alt_texts = generate_alt_text_for_images(image_paths)
#Use genAltTextV2
#ADD benchmark time stamps
def genAltTextV2(self, src: str) -> str:
imgdata = self.getImgData(src)
context = [None, None]
if self.options["withContext"]:
context = self.getContext(self.getImg(src))
desc = self.genDesc(imgdata, src, context)
with open(output_file, 'w') as file:
for alt_text in alt_texts:
file.write(f'{alt_text}\n')
chars = ""
if self.ocrEngine != None:
chars = self.genChars(imgdata, src).strip()
if __name__ == '__main__':
main()
if self.langEngine == None:
raise Exception("To use version 2, you must have a langEngine set.")
return self.langEngine.refineAlt(desc, chars, context, None)
#Add .csv generation for benchmark variables

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import os
input_file = '../empty_alt_text_sample.TXT' #The file path of whatever initial .txt you are working with
n = 5 #Constant number of books to be iterated through
output_folder = 'book_outputs'
def create_individual_book_files(input_file, output_folder):