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Runtime error
Runtime error
add sample files
Browse files- data/GamingRevenueReport.pdf +0 -0
- data/SamplePortfolioStatement.pdf +0 -0
- tabs/arena_sxs.py +65 -24
- utils/pdf_utils.py +36 -15
data/GamingRevenueReport.pdf
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Binary file (115 kB). View file
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data/SamplePortfolioStatement.pdf
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Binary file (351 kB). View file
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tabs/arena_sxs.py
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@@ -2,6 +2,11 @@ import gradio as gr
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from utils.pdf_utils import update_page, load_pdf
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from extractors.model_runner import models, run_extract_parallel
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def update_dropdowns(model_a_choice, model_b_choice):
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if model_a_choice == model_b_choice:
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options_b = [m for m in models if m != model_a_choice]
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@@ -11,8 +16,7 @@ def update_dropdowns(model_a_choice, model_b_choice):
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return gr.update(choices=options_b, value=model_b_choice)
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def sync_models(model_a_choice, model_b_choice):
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return updated_dropdown_b
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def dummy_function_a(model_a_choice):
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return f"Model A selected: {model_a_choice}"
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@@ -30,20 +34,27 @@ def update_vote_button(output):
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def clear_outputs():
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return "", ""
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def arena_sxs():
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with gr.Blocks() as arena_block:
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gr.Markdown("# Rules")
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gr.Markdown("- Upload a PDF file to extract with two chosen models (e.g., Llama, Unstructured, ChatGPT, Claude) and vote for the better one!")
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gr.Markdown("- You can upload multiple files until you identify a winner.")
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gr.Markdown("## 1. Upload a file.")
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gr.Markdown("Only PDF files supported.")
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with gr.Row():
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with gr.Column(scale=2):
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-
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pdf_image = gr.Image(label="PDF Page")
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page_info = gr.Textbox(label="")
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current_page = gr.State(value=0)
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with gr.Row():
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prev_button = gr.Button("Previous")
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next_button = gr.Button("Next")
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@@ -63,37 +74,55 @@ def arena_sxs():
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with gr.Row():
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extract_button = gr.Button("Parse", interactive=False)
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# with gr.Row():
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# vote_model_a_button = gr.Button("👈 A is better", interactive=False)
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# vote_model_b_button = gr.Button("👉 B is better", interactive=False)
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# vote_tie_button = gr.Button("🤝 Tie", interactive=False)
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# vote_bad_button = gr.Button("👎 Both are bad", interactive=False)
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-
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# Handlers
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model_a.change(dummy_function_a, inputs=model_a)
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model_b.change(dummy_function_b, inputs=model_b)
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# output_a.change(fn=update_vote_button, inputs=output_a, outputs=[vote_model_a_button, vote_model_b_button, vote_tie_button, vote_bad_button])
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# output_b.change(fn=update_vote_button, inputs=output_b, outputs=[vote_model_a_button, vote_model_b_button, vote_tie_button, vote_bad_button])
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prev_button.click(
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fn=lambda file_path, page: update_page(file_path, page, -1),
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inputs=[
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outputs=[pdf_image, page_info, current_page]
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)
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next_button.click(
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fn=lambda file_path, page: update_page(file_path, page, 1),
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inputs=[
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outputs=[pdf_image, page_info, current_page]
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)
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extract_button.click(
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fn=run_extract_parallel,
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inputs=[model_a, model_b,
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outputs=[output_a, output_b]
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)
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@@ -102,9 +131,21 @@ def arena_sxs():
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outputs=[output_a, output_b]
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)
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# vote_model_a_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.GOOD, model_b, Vote.NEUTRAL), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_model_b_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.NEUTRAL, model_b, Vote.GOOD), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_tie_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.NEUTRAL, model_b, Vote.NEUTRAL), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_bad_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.BAD, model_b, Vote.BAD), inputs=[model_a, model_b], outputs=[output_a, output_b])
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return arena_block
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from utils.pdf_utils import update_page, load_pdf
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from extractors.model_runner import models, run_extract_parallel
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sample_files = {
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"Portfolio Statement": "data/SamplePortfolioStatement.pdf",
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"Gaming Revenue Report": "data/GamingRevenueReport.pdf",
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}
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def update_dropdowns(model_a_choice, model_b_choice):
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if model_a_choice == model_b_choice:
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options_b = [m for m in models if m != model_a_choice]
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return gr.update(choices=options_b, value=model_b_choice)
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def sync_models(model_a_choice, model_b_choice):
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return update_dropdowns(model_a_choice, model_b_choice)
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def dummy_function_a(model_a_choice):
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return f"Model A selected: {model_a_choice}"
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def clear_outputs():
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return "", ""
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def load_selected_pdf(file_path):
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img, page_info, page_num = load_pdf(file_path)
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return img, page_info, page_num
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def arena_sxs():
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with gr.Blocks() as arena_block:
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gr.Markdown("# Rules")
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gr.Markdown("- Upload a PDF file to extract with two chosen models (e.g., Llama, Unstructured, ChatGPT, Claude) and vote for the better one!")
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gr.Markdown("- You can upload multiple files until you identify a winner.")
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gr.Markdown("## 1. Upload a file or choose a sample.")
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gr.Markdown("Only PDF files supported.")
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with gr.Row():
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with gr.Column(scale=2):
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with gr.Row():
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pdf_radio = gr.Radio(choices=list(sample_files.keys()), label="Choose a Sample PDF")
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pdf_file = gr.File(type="filepath", label="Upload PDF", file_types=[".pdf"])
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pdf_image = gr.Image(label="PDF Page")
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page_info = gr.Textbox(label="")
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current_page = gr.State(value=0)
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file_path_state = gr.State(value=None) # Unified file path state
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with gr.Row():
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prev_button = gr.Button("Previous")
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next_button = gr.Button("Next")
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with gr.Row():
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extract_button = gr.Button("Parse", interactive=False)
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# Handlers
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def update_pdf_from_source(file_path):
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img, page_info, page_num = load_pdf(file_path)
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return img, page_info, page_num
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def update_pdf_and_button(file=None, radio=None):
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file_path = file if file else sample_files.get(radio)
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if file_path:
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img, page_info, page_num = update_pdf_from_source(file_path)
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return img, page_info, 0, file_path, update_button(file_path) # Include file_path in the outputs
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return None, "No file selected", 0, None, update_button(None) # Include file_path in the outputs
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def handle_file_change(file):
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return update_pdf_and_button(file=file)
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def handle_radio_change(radio):
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return update_pdf_and_button(radio=radio)
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# Handle file uploads
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pdf_file.change(
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fn=handle_file_change,
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inputs=pdf_file,
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outputs=[pdf_image, page_info, current_page, file_path_state, extract_button]
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)
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# Handle sample PDF selection from the radio
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pdf_radio.change(
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fn=handle_radio_change,
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inputs=pdf_radio,
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outputs=[pdf_image, page_info, current_page, file_path_state, extract_button]
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)
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# Button interactions
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prev_button.click(
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fn=lambda file_path, page: update_page(file_path, page, -1),
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inputs=[file_path_state, current_page],
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outputs=[pdf_image, page_info, current_page]
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)
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next_button.click(
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fn=lambda file_path, page: update_page(file_path, page, 1),
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inputs=[file_path_state, current_page],
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outputs=[pdf_image, page_info, current_page]
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)
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extract_button.click(
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fn=run_extract_parallel,
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inputs=[model_a, model_b, file_path_state], # Use the unified file path state
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outputs=[output_a, output_b]
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)
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outputs=[output_a, output_b]
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)
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return arena_block
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# with gr.Row():
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# vote_model_a_button = gr.Button("👈 A is better", interactive=False)
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# vote_model_b_button = gr.Button("👉 B is better", interactive=False)
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# vote_tie_button = gr.Button("🤝 Tie", interactive=False)
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# vote_bad_button = gr.Button("👎 Both are bad", interactive=False)
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# output_a.change(fn=update_vote_button, inputs=output_a, outputs=[vote_model_a_button, vote_model_b_button, vote_tie_button, vote_bad_button])
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# output_b.change(fn=update_vote_button, inputs=output_b, outputs=[vote_model_a_button, vote_model_b_button, vote_tie_button, vote_bad_button])
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# # Button Handlers
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# vote_model_a_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.GOOD, model_b, Vote.NEUTRAL), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_model_b_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.NEUTRAL, model_b, Vote.GOOD), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_tie_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.NEUTRAL, model_b, Vote.NEUTRAL), inputs=[model_a, model_b], outputs=[output_a, output_b])
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# vote_bad_button.click(fn=lambda model_a, model_b: vote_for_model(model_a, Vote.BAD, model_b, Vote.BAD), inputs=[model_a, model_b], outputs=[output_a, output_b])
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utils/pdf_utils.py
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import fitz
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from PIL import Image
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def update_page(file_path,
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if
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def get_pdf_page(file_path, page_num):
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def load_pdf(file_path):
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img, page_num, total_pages = get_pdf_page(file_path, 0)
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return img, f"Page {page_num + 1} of {total_pages}",
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import fitz # PyMuPDF
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from PIL import Image
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def update_page(file_path, current_page, direction):
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if not file_path:
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return None, "No file selected", current_page # If no file is selected, do nothing
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# Calculate new page index
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new_page = current_page + direction
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# Load the initial page to get the total pages
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_, _, total_pages = load_pdf(file_path)
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# Ensure the new page is within bounds
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if new_page < 0:
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new_page = 0
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elif new_page >= total_pages:
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new_page = total_pages - 1
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# Load the updated page
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img, page_info, _ = get_pdf_page(file_path, new_page)
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return img, f"Page {new_page + 1} of {total_pages}", new_page
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def get_pdf_page(file_path, page_num):
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try:
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doc = fitz.open(file_path)
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page_count = len(doc)
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page_num = max(0, min(page_num, page_count - 1)) # Ensure page_num is within bounds
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page = doc.load_page(page_num)
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pix = page.get_pixmap()
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img = Image.frombytes("RGB", [pix.width, pix.height], pix.samples)
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return img, page_num, page_count
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except Exception as e:
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print(f"Error loading PDF page: {e}")
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return None, page_num, 0
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def load_pdf(file_path):
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img, page_num, total_pages = get_pdf_page(file_path, 0)
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return img, f"Page {page_num + 1} of {total_pages}", total_pages
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