Update app.py
Browse files
app.py
CHANGED
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@@ -3,55 +3,49 @@ import json
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import os
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import gradio as gr
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import tempfile
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import shutil # Needed for rmtree
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import traceback # For detailed error logging
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# Set JAVA_HOME environment variable
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# os.environ['JAVA_HOME'] = '/usr/lib/jvm/java-11-openjdk-amd64'
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def grade_pdf(
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"""
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Process a PDF file using pdffigures2 and return the extracted JSON output.
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Args:
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pdffigures2_jar (str): Path to the pdffigures2 JAR file.
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Returns:
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Raises:
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FileNotFoundError: If the input PDF or JAR file does not exist.
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Exception: If the command fails or the JSON output is not generated.
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"""
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# Check if input file and JAR file exist
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if not os.path.exists(
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raise FileNotFoundError(f"Input PDF file not found: {
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if not os.path.exists(pdffigures2_jar):
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raise FileNotFoundError(f"pdffigures2 JAR file not found: {pdffigures2_jar}")
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temp_output_dir = None # Initialize
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try:
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# Create a temporary directory for the output JSON
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temp_output_dir = tempfile.mkdtemp()
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# Construct the expected output JSON file path INSIDE the temp directory
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# pdffigures2 creates a JSON named after the input file inside the dir specified by -d
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output_json_file = os.path.join(temp_output_dir, os.path.splitext(os.path.basename(input_pdf_path))[0] + ".json")
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print(f"Expecting output JSON at: {output_json_file}")
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print(f"Running command: {' '.join(command)}")
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# Run the command
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print("pdffigures2 stdout:", result.stdout)
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# Stderr might contain useful info even on success for pdffigures2
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if result.stderr:
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print("pdffigures2 stderr:", result.stderr)
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# Read and return the JSON data
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if os.path.exists(output_json_file):
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@@ -61,207 +55,81 @@ def grade_pdf(input_pdf_path, pdffigures2_jar):
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issueList = list()
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for region in regions:
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if "captionBoundary" in region and "regionBoundary" in region and \
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isinstance(region["captionBoundary"], dict) and isinstance(region["regionBoundary"], dict) and \
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"y1" in region["captionBoundary"] and "y1" in region["regionBoundary"]:
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if(region["captionBoundary"]["y1"] > region["regionBoundary"]["y1"]):
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caption_loc = "Below"
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else:
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issues = {} # Initialize for this specific issue potential
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# Check for Table caption below
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if caption_loc == "Below" and fig_type == "Table":
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issues = {
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"page_number": page_num,
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"caption_coordinate": region.get("captionBoundary"),
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"fig_type": fig_type,
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"caption_location": caption_loc,
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"description": "Location of the caption for tables must be above the table."
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}
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issueList.append(issues)
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"description": "Location of the caption for figures must be below the figure."
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}
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issueList.append(issues)
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return issueList
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else:
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raise Exception(f"JSON output file not found: {output_json_file}. pdffigures2 stderr: {result.stderr if result else 'No result object'}")
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except subprocess.CalledProcessError as e:
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raise Exception(f"Error while running pdffigures2 (return code {e.returncode}):\nSTDOUT:\n{e.stdout}\nSTDERR:\n{e.stderr}")
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except subprocess.TimeoutExpired as e:
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raise Exception(f"pdffigures2 command timed out after {e.timeout} seconds.\nSTDOUT:\n{e.stdout}\nSTDERR:\n{e.stderr}")
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except Exception as e:
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# Re-raise other exceptions for clarity
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print(f"An unexpected error occurred in grade_pdf:")
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traceback.print_exc() # Print detailed traceback for debugging
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raise e # Re-raise the original exception
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finally:
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# Clean up the temporary output directory and its contents
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if temp_output_dir and os.path.exists(temp_output_dir):
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try:
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shutil.rmtree(temp_output_dir)
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print(f"Cleaned up temporary output directory: {temp_output_dir}")
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except Exception as cleanup_error:
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print(f"Warning: Failed to cleanup temporary output directory {temp_output_dir}: {cleanup_error}")
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def process_file(
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"""
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Wrapper to process
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and return JSON data.
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Args:
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Returns:
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str: JSON string of extracted data
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"""
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# Define
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pdffigures2_jar_path = "pdffigures2.jar"
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# Simple check for PDF magic number (%PDF)
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if not file_bytes.startswith(b'%PDF'):
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print("Warning: Input data does not start with PDF magic number (%PDF).")
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# Decide whether to proceed or return an error
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# return json.dumps({"error": "Invalid input: File does not appear to be a PDF."}, indent=4)
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print(f"Received {len(file_bytes)} bytes of file data.")
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try:
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#
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#
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# delete=False requires manual cleanup in the finally block
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with tempfile.NamedTemporaryFile(delete=False, suffix='.pdf', mode='wb') as temp_input:
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temp_input.write(file_bytes)
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temp_input_path = temp_input.name # Get the path *after* writing
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# At this point, temp_input is closed, but the file persists because delete=False
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print(f"PDF bytes written to temporary file: {temp_input_path}")
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# Process the PDF using the path to the temporary file
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extracted_data = grade_pdf(temp_input_path, pdffigures2_jar_path)
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# Return JSON as a formatted string
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return json.dumps(extracted_data, indent=4)
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except FileNotFoundError as e:
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# Provide more specific feedback
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if "pdffigures2.jar" in str(e):
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error_msg = f"Configuration error: pdffigures2 JAR file not found at '{pdffigures2_jar_path}'. Ensure it's present and accessible."
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print(error_msg)
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return json.dumps({"error": error_msg}, indent=4) # Return error as JSON
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elif temp_input_path and str(temp_input_path) in str(e):
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error_msg = f"Internal error: Could not find the temporary PDF file '{temp_input_path}' after creating it. {e}"
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print(error_msg)
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return json.dumps({"error": error_msg}, indent=4)
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else:
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error_msg = f"File system error: {e}"
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print(error_msg)
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return json.dumps({"error": error_msg}, indent=4)
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except Exception as e:
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print("------ ERROR in process_file ------")
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traceback.print_exc()
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print("-----------------------------------")
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# Return a generic error message as JSON to the client
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return json.dumps({"error": f"An unexpected error occurred during processing: {type(e).__name__}"}, indent=4)
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finally:
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# Clean up the temporary *input* file if its path was assigned
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if temp_input_path and os.path.exists(temp_input_path):
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try:
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os.unlink(temp_input_path)
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print(f"Cleaned up temporary input file: {temp_input_path}")
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except Exception as cleanup_error:
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print(f"Warning: Failed to cleanup temporary input file {temp_input_path}: {cleanup_error}")
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# Gradio Interface
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def gradio_interface():
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# --- Pre-launch Checks ---
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pdffigures2_jar_path = "pdffigures2.jar"
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if not os.path.exists(pdffigures2_jar_path):
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print(f"ERROR: {pdffigures2_jar_path} not found in the current directory.")
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print("Please download it and place it alongside this script.")
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# Consider exiting if the JAR is essential for the app to function
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# import sys
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# sys.exit(1)
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try:
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# Check for Java (more robust check)
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print("Checking for Java installation...")
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java_check = subprocess.run(["java", "-version"], capture_output=True, text=True, timeout=10)
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# java -version often prints to stderr
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if java_check.returncode == 0 and ("version" in java_check.stdout or "version" in java_check.stderr):
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print("Java installation found:")
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print(java_check.stderr if "version" in java_check.stderr else java_check.stdout)
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else:
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print(f"Warning: 'java -version' returned code {java_check.returncode} or did not contain 'version'. Ensure Java is correctly installed and in PATH.")
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print("STDOUT:", java_check.stdout)
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print("STDERR:", java_check.stderr)
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# Decide if this is critical enough to exit
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except FileNotFoundError:
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print("ERROR: 'java' command not found. Please install Java (JRE or JDK) and ensure it's in your system's PATH.")
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# import sys
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# sys.exit(1)
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except subprocess.TimeoutExpired:
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print("ERROR: 'java -version' command timed out. Java installation might be corrupted.")
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# import sys
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# sys.exit(1)
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except Exception as e:
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print(f"ERROR: An unexpected error occurred while checking for Java: {e}")
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# import sys
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# sys.exit(1)
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# --- Define Interface ---
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interface = gr.Interface(
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fn=process_file,
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inputs=gr.File(
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lines=20
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),
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title="PDF Figure/Table Caption Placement Checker",
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description="Upload a PDF file (via API or UI). This tool uses pdffigures2 to identify figures/tables and checks if captions are placed correctly (Tables: Above, Figures: Below). Returns results as JSON.",
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# Optional: Add examples if running interactively
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# examples=[["path/to/example1.pdf"], ["path/to/example2.pdf"]]
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)
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return interface
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if __name__ == "__main__":
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# Launch the Gradio app
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# server_name="0.0.0.0" makes it accessible on the network
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gradio_interface().launch(server_name="0.0.0.0")
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import os
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import gradio as gr
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import tempfile
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# Set JAVA_HOME environment variable
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# os.environ['JAVA_HOME'] = '/usr/lib/jvm/java-11-openjdk-amd64'
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def grade_pdf(input_pdf, pdffigures2_jar):
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"""
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Process a PDF file using pdffigures2 and return the extracted JSON output.
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Args:
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input_pdf (str): Path to the input PDF file.
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output_dir (str): Path to the directory where JSON output will be saved.
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pdffigures2_jar (str): Path to the pdffigures2 JAR file.
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Returns:
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dict: Parsed JSON data extracted by pdffigures2.
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Raises:
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FileNotFoundError: If the input PDF or JAR file does not exist.
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Exception: If the command fails or the JSON output is not generated.
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"""
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# Check if input file and JAR file exist
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if not os.path.exists(input_pdf):
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raise FileNotFoundError(f"Input PDF file not found: {input_pdf}")
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if not os.path.exists(pdffigures2_jar):
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raise FileNotFoundError(f"pdffigures2 JAR file not found: {pdffigures2_jar}")
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# Command to execute pdffigures2
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command = [
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"java", "-jar", pdffigures2_jar,
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input_pdf,
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"-d", '_'
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]
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print(input_pdf)
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try:
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# Run the command
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subprocess.run(command, capture_output=True, text=True, check=True)
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# Construct the output JSON file path
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# print()
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output_json_file = "_"+os.path.splitext(os.path.basename(input_pdf))[0] +".json"
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print("output_json_file: ", output_json_file)
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# Read and return the JSON data
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if os.path.exists(output_json_file):
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issueList = list()
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for region in regions:
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issues = dict()
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if(region["captionBoundary"]["y1"]>region["regionBoundary"]["y1"]):
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region["captionLocation"]="Below"
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else:
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region["captionLocation"]="Above"
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if(region["captionLocation"]=="Below" and region["figType"] == "Table"):
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issues["page_number"]=region["page"]
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issues["caption_coordinate"]=region["captionBoundary"]
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issues["fig_type"] = region["figType"]
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issues["caption_location"] = region["captionLocation"]
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issues["description"]="Location of the caption for tables must be above the table."
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issueList.append(issues)
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if(region["captionLocation"]=="Above" and region["figType"] == "Figure"):
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issues["page_number"]=region["page"]
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issues["caption_coordinate"]=region["captionBoundary"]
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issues["fig_type"] = region["figType"]
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issues["description"]="Location of the caption for figures must be below the table."
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issueList.append(issues)
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return issueList
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else:
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raise Exception(f"JSON output file not found: {output_json_file}")
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except subprocess.CalledProcessError as e:
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raise Exception(f"Error while running pdffigures2: {e.stderr}")
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def process_file(file):
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"""
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Wrapper to process a file via grade_pdf and return JSON data.
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Args:
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file (str): Path to the uploaded PDF file.
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Returns:
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str: JSON string of extracted data.
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"""
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# Define paths
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pdffigures2_jar_path = "pdffigures2.jar" # Path to pdffigures2 JAR file
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temp_input = tempfile.NamedTemporaryFile(delete=False, suffix='.pdf')
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temp_input.write(file)
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temp_input_path = temp_input.name
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print("Path of the input file: ",temp_input_path)
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try:
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# Process the PDF and get JSON data
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# print(file.name)
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extracted_data = grade_pdf(temp_input_path, pdffigures2_jar_path)
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+
# Clean up the temporary input file
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+
os.unlink(temp_input_path)
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+
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| 113 |
# Return JSON as a formatted string
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return json.dumps(extracted_data, indent=4)
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except Exception as e:
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+
return f"An error occurred: {e}"
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| 117 |
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| 118 |
# Gradio Interface
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def gradio_interface():
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| 120 |
interface = gr.Interface(
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| 121 |
fn=process_file,
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| 122 |
+
|
| 123 |
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inputs=gr.File(label="Upload PDF File", file_types=[".pdf"], type="binary"),
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| 124 |
+
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| 125 |
+
outputs=gr.Textbox(label="Extracted JSON Data", lines=20),
|
| 126 |
+
|
| 127 |
+
title="PDF Grading Interface",
|
| 128 |
+
|
| 129 |
+
description="Upload a PDF file, and this tool will extract figures and captions as JSON."
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| 130 |
)
|
| 131 |
return interface
|
| 132 |
|
| 133 |
if __name__ == "__main__":
|
| 134 |
# Launch the Gradio app
|
| 135 |
+
gradio_interface().launch()
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