backend/models/resume_parser/resume_to_features.py

import os
from pyresparser import ResumeParser


def extract_resume_features(resume_path):
    """
    Extract features from a resume file.

    Args:
        resume_path (str): Path to the resume file

    Returns:
        dict: Dictionary containing extracted features from resume
    """
    try:
        data = ResumeParser(resume_path).get_extracted_data()
        return data
    except Exception as e:
        print(f"Error parsing resume: {e}")
        return {
            'name': '',
            'email': '',
            'mobile_number': '',
            'skills': [],
            'experience': [],
            'no_of_pages': 0,
            'total_experience': 0
        }


# Example usage (will run if script is executed directly)
if __name__ == "__main__":
    # Build absolute path to the resume file
    current_dir = os.path.dirname(os.path.abspath(__file__))
    resume_path = os.path.join(current_dir, '../../../data/resumes/Hussein El Saadi - CV.pdf')

    # Parse and print the extracted data
    data = extract_resume_features(resume_path)
    print(data)