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Update app.py
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app.py
CHANGED
@@ -3,7 +3,39 @@ from database import save_to_db
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from preprocessing import read_file
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def process_file(file, topics):
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"""
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try:
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# Read the file content
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file_path = file.name
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@@ -21,7 +53,7 @@ def process_file(file, topics):
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with gr.Blocks() as demo:
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gr.Markdown("# Dataset Upload Interface")
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with gr.Row():
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file_input = gr.File(label="Upload File (.docx or .txt)")
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topics_input = gr.Textbox(label="Topics (comma-separated)", placeholder="e.g., science, technology, law, medicin")
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submit_button = gr.Button("Upload and Process")
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output_text = gr.Textbox(label="Status")
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from preprocessing import read_file
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def process_file(file, topics):
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"""
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Processes an uploaded file, extracts its text content, and saves it to the database.
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This function performs the following steps:
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1. Reads the content of the uploaded file using the `read_file` function.
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- Supports `.docx`, `.txt`, and `.pdf` file formats.
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2. Splits the extracted text into chunks (if applicable).
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3. Saves the processed text and associated topics to the database using the `save_to_db` function.
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4. Returns a success message if the file is processed and saved successfully.
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If any error occurs during processing, the function catches the exception and returns an error message.
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Parameters:
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----------
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file : object
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The uploaded file object. The file's name (`file.name`) is used to determine the file path.
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topics : list or str
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A list of topics or a single topic string associated with the file. These are saved to the database along with the file content.
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Returns:
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-------
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str
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- A success message indicating that the file was processed and saved successfully.
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- An error message if an exception occurs during processing.
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Example:
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--------
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>>> process_file(uploaded_file, ["Persian Literature", "History"])
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'File processed successfully! File saved to the database.'
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>>> process_file(unsupported_file, ["Science"])
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'Error processing file: Unsupported file format. Only .docx, .txt, and .pdf are allowed.'
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"""
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try:
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# Read the file content
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file_path = file.name
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with gr.Blocks() as demo:
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gr.Markdown("# Dataset Upload Interface")
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with gr.Row():
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file_input = gr.File(label="Upload File (.docx or .txt or .pdf)")
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topics_input = gr.Textbox(label="Topics (comma-separated)", placeholder="e.g., science, technology, law, medicin")
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submit_button = gr.Button("Upload and Process")
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output_text = gr.Textbox(label="Status")
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