from typing import List, Dict, Optional, Union, Any import re def validate_flower_name(name: str) -> bool: """ Validate a flower name. Args: name: The flower name to validate. Returns: bool: True if the flower name is valid, False otherwise. """ pattern = r'^[a-zA-Z\s]+$' return bool(re.match(pattern, name)) def get_flower_info(flower_name: str) -> Optional[Dict[str, Any]]: """ Get information about a flower from an external API or database. Args: flower_name: The name of the flower. Returns: Optional[Dict[str, Any]]: A dictionary containing information about the flower, or None if not found. """ # Implement logic to fetch flower information from an external source pass def format_flower_list(flowers: List[Dict[str, Any]]) -> List[Dict[str, Any]]: """ Format a list of flower information dictionaries. Args: flowers: A list of dictionaries containing flower information. Returns: List[Dict[str, Any]]: A formatted list of dictionaries with flower information. """ formatted_flowers = [] for flower in flowers: formatted_flower = { 'name': flower['name'], 'description': flower.get('description', ''), 'category': flower.get('category', ''), 'image_url': flower.get('image_url', '') } formatted_flowers.append(formatted_flower) return formatted_flowers def filter_flowers_by_category(flowers: List[Dict[str, Any]], category: str) -> List[Dict[str, Any]]: """ Filter a list of flower information dictionaries by category. Args: flowers: A list of dictionaries containing flower information. category: The category to filter by. Returns: List[Dict[str, Any]]: A list of dictionaries containing flower information for the specified category. """ filtered_flowers = [flower for flower in flowers if flower.get('category', '').lower() == category.lower()] return filtered_flowers def search_flowers_by_name(flowers: List[Dict[str, Any]], search_term: str) -> List[Dict[str, Any]]: """ Search for flowers by name in a list of flower information dictionaries. Args: flowers: A list of dictionaries containing flower information. search_term: The search term to use for filtering flower names. Returns: List[Dict[str, Any]]: A list of dictionaries containing flower information for matching flower names. """ matching_flowers = [flower for flower in flowers if search_term.lower() in flower['name'].lower()] return matching_flowers