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import gradio as gr
from PIL import Image # ImageDraw, ImageFont are no longer needed for overlay
import xml.etree.ElementTree as ET
import os
# --- Helper Functions ---
def get_alto_namespace(xml_file_path):
"""
Dynamically gets the ALTO namespace from the XML file.
"""
try:
tree = ET.parse(xml_file_path)
root = tree.getroot()
if '}' in root.tag:
return root.tag.split('}')[0] + '}'
except ET.ParseError:
print(f"Error parsing XML to find namespace: {xml_file_path}")
return ''
def parse_alto_xml_for_text(xml_file_path):
"""
Parses an ALTO XML file to extract text content.
Returns:
- full_text (str): All extracted text concatenated.
"""
full_text_lines = []
if not xml_file_path or not os.path.exists(xml_file_path):
return "Error: XML file not provided or does not exist."
try:
ns_prefix = get_alto_namespace(xml_file_path)
tree = ET.parse(xml_file_path)
root = tree.getroot()
# Find all TextLine elements
for text_line in root.findall(f'.//{ns_prefix}TextLine'):
line_text_parts = []
for string_element in text_line.findall(f'{ns_prefix}String'):
text = string_element.get('CONTENT')
if text: # Ensure text is not None
line_text_parts.append(text)
# Also consider <SP/> (Space) elements if they contribute to word separation
# and are not implicitly handled by joining CONTENT attributes.
# For now, just joining CONTENT attributes.
if line_text_parts:
full_text_lines.append(" ".join(line_text_parts))
return "\n".join(full_text_lines)
except ET.ParseError as e:
return f"Error parsing XML: {e}"
except Exception as e:
return f"An unexpected error occurred during XML parsing: {e}"
# The draw_ocr_on_image function is no longer needed.
# --- Gradio Interface Function ---
def process_image_and_xml(image_path, xml_path):
"""
Main function for the Gradio interface.
Processes the image and XML to return the image and extracted text.
"""
if image_path is None: # If no image is uploaded at all
return None, "Please upload an image."
try:
img_pil = Image.open(image_path).convert("RGB")
except Exception as e:
return None, f"Error loading image: {e}"
if xml_path is None: # If XML is missing, but image is present
return img_pil, "Please upload an OCR XML file."
# Both image and XML are presumably present
extracted_text = parse_alto_xml_for_text(xml_path)
return img_pil, extracted_text
# --- Create Gradio App ---
with gr.Blocks(theme=gr.themes.Soft()) as demo:
gr.Markdown("# OCR Viewer (ALTO XML) - Text Extractor")
gr.Markdown(
"Upload an image and its corresponding ALTO OCR XML file. "
"The app will display the image and extract/show the plain text."
)
with gr.Row():
with gr.Column(scale=1):
image_input = gr.File(label="Upload Image (PNG, JPG, etc.)", type="filepath")
xml_input = gr.File(label="Upload ALTO XML File (.xml)", type="filepath")
# show_overlay_checkbox has been removed
submit_button = gr.Button("Process Files", variant="primary")
with gr.Row():
with gr.Column(scale=1):
output_image_orig = gr.Image(label="Uploaded Image", type="pil", interactive=False)
with gr.Column(scale=1):
output_text = gr.Textbox(label="Extracted Plain Text", lines=15, interactive=False)
# output_image_overlay has been removed
def update_interface(image_filepath, xml_filepath):
# image_filepath and xml_filepath are now strings (paths) or None
if image_filepath is None and xml_filepath is None:
return None, "Please upload an image and an XML file."
# process_image_and_xml handles cases where one is None
img, text = process_image_and_xml(image_filepath, xml_filepath)
return img, text
submit_button.click(
fn=update_interface,
inputs=[image_input, xml_input], # show_overlay_checkbox removed
outputs=[output_image_orig, output_text] # output_image_overlay removed
)
# The .change event for show_overlay_checkbox has been removed
gr.Markdown("---")
gr.Markdown("### Example ALTO XML Snippet (for `String` element extraction):")
gr.Code(
value="""
<alto xmlns="http://www.loc.gov/standards/alto/v3/alto.xsd">
<Description>...</Description>
<Styles>...</Styles>
<Layout>
<Page ID="Page13" PHYSICAL_IMG_NR="13" WIDTH="2394" HEIGHT="3612">
<PrintSpace>
<TextLine WIDTH="684" HEIGHT="108" ID="p13_t1" HPOS="465" VPOS="196">
<String ID="p13_w1" CONTENT="Introduction" HPOS="465" VPOS="196" WIDTH="684" HEIGHT="108" STYLEREFS="font0"/>
</TextLine>
<TextLine WIDTH="1798" HEIGHT="51" ID="p13_t2" HPOS="492" VPOS="523">
<String ID="p13_w2" CONTENT="Britain" HPOS="492" VPOS="523" WIDTH="166" HEIGHT="51" STYLEREFS="font1"/>
<SP WIDTH="24" VPOS="523" HPOS="658"/>
<String ID="p13_w3" CONTENT="1981" HPOS="682" VPOS="523" WIDTH="117" HEIGHT="51" STYLEREFS="font1"/>
<!-- ... more String and SP elements ... -->
</TextLine>
<!-- ... more TextLine elements ... -->
</PrintSpace>
</Page>
</Layout>
</alto>
""",
interactive=False
)
if __name__ == "__main__":
try:
# Create a dummy image for testing
img_test = Image.new('RGB', (2394, 3612), color = 'lightgray') # Dimensions from example XML
img_test.save("dummy_image.png")
print("Created dummy_image.png for testing.")
# Ensure the example XML file (189819724.34.xml) exists in the same directory
# or provide the correct path if it's elsewhere.
example_xml_filename = "189819724.34.xml"
if not os.path.exists(example_xml_filename):
print(f"WARNING: Example XML '{example_xml_filename}' not found. Please create it (using the content from the prompt) or upload your own.")
except ImportError:
print("Pillow not installed, can't create dummy image.")
except Exception as e:
print(f"Error during setup: {e}")
demo.launch() |