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01252a2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 | 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)
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