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Create app.py
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app.py
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import gradio as gr
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from datasets import load_dataset
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import tempfile
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def combine_dataset_texts(dataset_name, split, text_column):
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try:
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# Load the dataset from Hugging Face Hub
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dataset = load_dataset(dataset_name, split=split)
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# Verify the text column exists
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if text_column not in dataset.column_names:
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raise gr.Error(f"Column '{text_column}' not found in dataset")
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# Combine all texts
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combined_text = "\n\n".join([example[text_column] for example in dataset])
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# Create a temporary file
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with tempfile.NamedTemporaryFile(mode="w", delete=False, suffix=".txt") as f:
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f.write(combined_text)
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return f.name
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except Exception as e:
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raise gr.Error(f"Error processing dataset: {str(e)}")
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# Create Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("## Hugging Face Dataset Text Combiner")
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gr.Markdown("Combine all text files from a Hugging Face dataset into a single file")
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with gr.Row():
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dataset_input = gr.Textbox(label="Dataset Name",
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placeholder="username/dataset-name")
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split_input = gr.Textbox(label="Split", value="train")
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column_input = gr.Textbox(label="Text Column", value="text")
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submit_btn = gr.Button("Combine Texts")
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with gr.Row():
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output_file = gr.File(label="Combined Text File")
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error_out = gr.Textbox(label="Error Output", visible=False)
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submit_btn.click(
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fn=combine_dataset_texts,
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inputs=[dataset_input, split_input, column_input],
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outputs=output_file,
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api_name="combine_texts"
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)
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if __name__ == "__main__":
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demo.launch()
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