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| from typing import Dict, Any, List, Optional | |
| from datetime import datetime | |
| def build_mentor_text(mentor_data: Dict[str, Any]) -> str: | |
| parts = [] | |
| full_name = mentor_data.get("full_name", "") | |
| if full_name: | |
| parts.append(f"Mentor Profile: {full_name}") | |
| bio = mentor_data.get("bio", "") | |
| if bio: | |
| parts.append(f"Bio: {bio}") | |
| career = mentor_data.get("career", {}) | |
| if isinstance(career, dict) and career.get("name"): | |
| parts.append(f"Career: {career['name']}") | |
| elif isinstance(career, str): | |
| parts.append(f"Career: {career}") | |
| skills = mentor_data.get("skills", []) | |
| if skills: | |
| skill_names = [] | |
| for skill in skills: | |
| if isinstance(skill, dict): | |
| skill_names.append(skill.get("name", "")) | |
| elif isinstance(skill, str): | |
| skill_names.append(skill) | |
| if skill_names: | |
| parts.append(f"Skills: {', '.join(skill_names)}") | |
| domains = mentor_data.get("domains", []) | |
| if domains: | |
| domain_names = [] | |
| for domain in domains: | |
| if isinstance(domain, dict): | |
| domain_names.append(domain.get("name", "")) | |
| elif isinstance(domain, str): | |
| domain_names.append(domain) | |
| if domain_names: | |
| parts.append(f"Domains: {', '.join(domain_names)}") | |
| experiences = mentor_data.get("experiences", []) | |
| if experiences: | |
| exp_parts = [] | |
| for exp in experiences: | |
| if isinstance(exp, dict): | |
| position = exp.get("position", "") | |
| company = exp.get("company", "") | |
| start_date = exp.get("start_date", "") | |
| end_date = exp.get("end_date", "") or "Present" | |
| description = exp.get("description", "") | |
| exp_str = f" - {position}" | |
| if company: | |
| exp_str += f" at {company}" | |
| if start_date: | |
| exp_str += f" ({start_date} - {end_date})" | |
| if description: | |
| exp_str += f": {description}" | |
| exp_parts.append(exp_str) | |
| if exp_parts: | |
| parts.append("Experience Details:") | |
| parts.extend(exp_parts) | |
| educations = mentor_data.get("educations", []) | |
| if educations: | |
| edu_parts = [] | |
| for edu in educations: | |
| if isinstance(edu, dict): | |
| degree = edu.get("degree", "") | |
| school = edu.get("school", "") | |
| start_date = edu.get("start_date", "") | |
| end_date = edu.get("end_date", "") | |
| description = edu.get("description", "") | |
| edu_str = " -" | |
| if degree: | |
| edu_str += f" {degree}" | |
| if school: | |
| edu_str += f" from {school}" | |
| if start_date: | |
| edu_str += f" ({start_date} - {end_date})" | |
| if description: | |
| edu_str += f": {description}" | |
| edu_parts.append(edu_str) | |
| if edu_parts: | |
| parts.append("Education:") | |
| parts.extend(edu_parts) | |
| rating = mentor_data.get("rating", 0.0) | |
| total_ratings = mentor_data.get("total_ratings", 0) | |
| if rating or total_ratings: | |
| parts.append(f"Rating: {rating:.1f}/5.0 ({total_ratings} reviews)") | |
| session_count = mentor_data.get("session_count", 0) | |
| if session_count: | |
| parts.append(f"Sessions Conducted: {session_count}") | |
| available_slots = mentor_data.get("available_slots", 0) | |
| if available_slots: | |
| parts.append(f"Available Slots: {available_slots}") | |
| schedules = mentor_data.get("schedules", []) | |
| if schedules: | |
| schedule_summary = _build_schedule_summary(schedules) | |
| if schedule_summary: | |
| parts.append(f"Availability: {schedule_summary}") | |
| return "\n".join(parts) | |
| def build_mentee_query_text(mentee_data: Dict[str, Any]) -> str: | |
| parts = ["Looking for mentor to help with:"] | |
| goals = mentee_data.get("goals", "") | |
| if goals: | |
| parts.append(f"Goals: {goals}") | |
| desired_skills = mentee_data.get("desired_skills", []) | |
| if desired_skills: | |
| skill_names = [] | |
| for skill in desired_skills: | |
| if isinstance(skill, dict): | |
| skill_names.append(skill.get("name", "")) | |
| elif isinstance(skill, str): | |
| skill_names.append(skill) | |
| if skill_names: | |
| parts.append(f"Desired Skills: {', '.join(skill_names)}") | |
| current_skills = mentee_data.get("current_skills", []) | |
| if current_skills: | |
| skill_names = [] | |
| for skill in current_skills: | |
| if isinstance(skill, dict): | |
| skill_names.append(skill.get("name", "")) | |
| elif isinstance(skill, str): | |
| skill_names.append(skill) | |
| if skill_names: | |
| parts.append(f"Current Skills: {', '.join(skill_names)}") | |
| interests = mentee_data.get("interests", []) | |
| domains = mentee_data.get("domains", []) | |
| if interests: | |
| domain_names = [] | |
| for domain in interests: | |
| if isinstance(domain, dict): | |
| domain_names.append(domain.get("name", "")) | |
| elif isinstance(domain, str): | |
| domain_names.append(domain) | |
| if domain_names: | |
| parts.append(f"Interests: {', '.join(domain_names)}") | |
| elif domains: | |
| domain_names = [] | |
| for domain in domains: | |
| if isinstance(domain, dict): | |
| domain_names.append(domain.get("name", "")) | |
| elif isinstance(domain, str): | |
| domain_names.append(domain) | |
| if domain_names: | |
| parts.append(f"Interests: {', '.join(domain_names)}") | |
| availability = mentee_data.get("availability", "") | |
| preferred_availability = mentee_data.get("preferred_availability", "") | |
| if availability or preferred_availability: | |
| parts.append(f"Preferred Availability: {availability or preferred_availability}") | |
| return "\n".join(parts) | |
| def _build_schedule_summary(schedules: List[Dict[str, Any]]) -> str: | |
| if not schedules: | |
| return "" | |
| day_names = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"] | |
| active_schedules = [s for s in schedules if s.get("is_active", 1) == 1] | |
| if not active_schedules: | |
| return "" | |
| schedule_groups = {} | |
| for schedule in active_schedules: | |
| day = schedule.get("day_of_week", 0) | |
| start = schedule.get("start_time", "") | |
| end = schedule.get("end_time", "") | |
| if day < 7: | |
| day_name = day_names[day] | |
| time_str = f"{start}-{end}" if start and end else "" | |
| if day_name not in schedule_groups: | |
| schedule_groups[day_name] = [] | |
| if time_str: | |
| schedule_groups[day_name].append(time_str) | |
| if not schedule_groups: | |
| return "" | |
| summary_parts = [] | |
| for day, times in sorted(schedule_groups.items()): | |
| if times: | |
| summary_parts.append(f"{day} {', '.join(times)}") | |
| return "; ".join(summary_parts) | |