#!/usr/bin/env python3
"""
Generate comprehensive list of all possible Hispanic full name combinations.
"""
import csv
import random
from datetime import datetime
def load_names_from_file(filename):
"""Load names from a text file, skipping comments and empty lines."""
names = []
try:
with open(filename, 'r', encoding='utf-8') as f:
for line in f:
line = line.strip()
if line and not line.startswith('#'):
names.append(line)
except FileNotFoundError:
print(f"Warning: {filename} not found")
return names
def load_names_from_csv(filename):
"""Load names from CSV file."""
names = []
try:
with open(filename, 'r', encoding='utf-8') as f:
reader = csv.DictReader(f)
for row in reader:
if 'name' in row:
names.append(row['name'])
elif 'surname' in row:
names.append(row['surname'])
except FileNotFoundError:
print(f"Warning: {filename} not found")
return names
def generate_comprehensive_names():
"""Generate comprehensive list of Hispanic full names."""
print("Generating comprehensive Hispanic full names...")
# Load first names from multiple sources
first_names = []
# From our text file
first_names.extend(load_names_from_file('common_hispanic_first_names.txt'))
# From our CSV file
first_names.extend(load_names_from_csv('common_hispanic_first_names.csv'))
# Remove duplicates and sort
first_names = sorted(list(set(first_names)))
# Load last names from multiple sources
last_names = []
# From our text file
last_names.extend(load_names_from_file('common_hispanic_last_names.txt'))
# From our CSV file
last_names.extend(load_names_from_csv('common_hispanic_last_names.csv'))
# Remove duplicates and sort
last_names = sorted(list(set(last_names)))
print(f"Found {len(first_names)} unique first names")
print(f"Found {len(last_names)} unique last names")
print(f"Total possible combinations: {len(first_names) * len(last_names):,}")
# Generate all combinations
full_names = []
for first_name in first_names:
for last_name in last_names:
full_names.append(f"{first_name} {last_name}")
print(f"Generated {len(full_names):,} full name combinations")
return full_names, first_names, last_names
def save_comprehensive_list(full_names, first_names, last_names):
"""Save the comprehensive list to files."""
# Save all full names to a text file
with open('comprehensive_hispanic_full_names.txt', 'w', encoding='utf-8') as f:
f.write("# Comprehensive Hispanic Full Names\n")
f.write(f"# Generated on: {datetime.now().isoformat()}\n")
f.write(f"# Total combinations: {len(full_names):,}\n")
f.write(f"# First names: {len(first_names)}\n")
f.write(f"# Last names: {len(last_names)}\n")
f.write("#\n")
f.write("# All possible combinations of Hispanic first and last names\n")
f.write("# Perfect for comprehensive MCP testing\n")
f.write("#\n\n")
for i, name in enumerate(full_names, 1):
f.write(f"{name}\n")
# Save a sample of 1000 names for quick testing
sample_names = random.sample(full_names, min(1000, len(full_names)))
with open('hispanic_names_sample_1000.txt', 'w', encoding='utf-8') as f:
f.write("# Sample of 1000 Hispanic Full Names for Testing\n")
f.write(f"# Generated on: {datetime.now().isoformat()}\n")
f.write("# Random sample from comprehensive list\n")
f.write("#\n\n")
for name in sample_names:
f.write(f"{name}\n")
# Save first names list
with open('comprehensive_hispanic_first_names.txt', 'w', encoding='utf-8') as f:
f.write("# Comprehensive Hispanic First Names\n")
f.write(f"# Generated on: {datetime.now().isoformat()}\n")
f.write(f"# Total first names: {len(first_names)}\n")
f.write("#\n\n")
for name in first_names:
f.write(f"{name}\n")
# Save last names list
with open('comprehensive_hispanic_last_names.txt', 'w', encoding='utf-8') as f:
f.write("# Comprehensive Hispanic Last Names\n")
f.write(f"# Generated on: {datetime.now().isoformat()}\n")
f.write(f"# Total last names: {len(last_names)}\n")
f.write("#\n\n")
for name in last_names:
f.write(f"{name}\n")
# Save statistics
with open('hispanic_names_statistics.txt', 'w', encoding='utf-8') as f:
f.write("# Hispanic Names Statistics\n")
f.write(f"# Generated on: {datetime.now().isoformat()}\n")
f.write("#\n")
f.write(f"Total first names: {len(first_names)}\n")
f.write(f"Total last names: {len(last_names)}\n")
f.write(f"Total full name combinations: {len(full_names):,}\n")
f.write(f"Sample size (1000): {min(1000, len(full_names))}\n")
f.write("#\n")
f.write("Files generated:\n")
f.write("- comprehensive_hispanic_full_names.txt (all combinations)\n")
f.write("- hispanic_names_sample_1000.txt (1000 random samples)\n")
f.write("- comprehensive_hispanic_first_names.txt (all first names)\n")
f.write("- comprehensive_hispanic_last_names.txt (all last names)\n")
f.write("- hispanic_names_statistics.txt (this file)\n")
def main():
"""Main function to generate comprehensive Hispanic names."""
print("=== Comprehensive Hispanic Names Generator ===")
print(f"Started at: {datetime.now().isoformat()}")
# Generate all combinations
full_names, first_names, last_names = generate_comprehensive_names()
# Save to files
print("\nSaving comprehensive lists...")
save_comprehensive_list(full_names, first_names, last_names)
print(f"\nā
Generation complete!")
print(f"š Generated {len(full_names):,} full name combinations")
print(f"š Files created:")
print(f" - comprehensive_hispanic_full_names.txt")
print(f" - hispanic_names_sample_1000.txt")
print(f" - comprehensive_hispanic_first_names.txt")
print(f" - comprehensive_hispanic_last_names.txt")
print(f" - hispanic_names_statistics.txt")
print(f"\nšÆ Ready for comprehensive MCP testing!")
if __name__ == "__main__":
main()
