我有一个 Python 程序，它会生成随机名称，并根据用户在控制台的菜单中选择的选项执行不同类型的数据处理。您能否通过拆分 data_processor 函数并完全移除该函数来帮助我重构代码？此外，请添加反向缩写词名称的功能，并将用户输入检索移至单独的函数中。main guard 应仅包含一个函数调用。
import random
from faker import Faker
def transform_data(data):
upper_names = [name.upper() for name in data]
lower_names = [name.lower() for name in data]
reversed_names = [name[::-1] for name in data]
acronym_names = ["".join([word[0] for word in name.split()]) for name in data]
return upper_names, lower_names, reversed_names, acronym_names
def calculate_statistics(data):
name_lengths = [len(name) for name in data]
average_length = sum(name_lengths) / len(name_lengths)
max_length = max(name_lengths)
min_length = min(name_lengths)
return average_length, max_length, min_length
def group_by_first_letter(data):
grouped_data = {}
for name in data:
grouped_data.setdefault(name[0], []).append(name)
return grouped_data
def analyze_name_frequencies(data):
name_counts = {}
for name in data:
name_counts[name] = name_counts.get(name, 0) + 1
return name_counts
def display_menu():
print("Menu:")
print("1. Display original names")
print("2. Display uppercased names")
print("3. Display lowercased names")
print("4. Display reversed names")
print("5. Display acronym names")
print("6. Display name statistics")
print("7. Display names grouped by first letter")
print("8. Display name frequencies")
print("9. Exit")
choice = input("Enter your choice: ")
return choice
if __name__ == "__main__":
# Generate random names
fake = Faker()
names = [fake.name() for _ in range(10)]
upper_names, lower_names, reversed_names, acronym_names = transform_data(names)
avg_length, max_length, min_length = calculate_statistics(names)
grouped_names = group_by_first_letter(names)
name_frequencies = analyze_name_frequencies(names)
processed_data = {
"original_names": names,
"upper_names": upper_names,
"lower_names": lower_names,
"reversed_names": reversed_names,
"acronym_names": acronym_names,
"average_length": avg_length,
"max_length": max_length,
"min_length": min_length,
"grouped_names": grouped_names,
"name_frequencies": name_frequencies
}
while True:
choice = display_menu()
if choice == "1":
print(processed_data["original_names"])
elif choice == "2":
print(processed_data["upper_names"])
elif choice == "3":
print(processed_data["lower_names"])
elif choice == "4":
print(processed_data["reversed_names"])
elif choice == "5":
print(processed_data["acronym_names"])
elif choice == "6":
print(f"Average name length: {processed_data['average_length']}")
print(f"Maximum name length: {processed_data['max_length']}")
print(f"Minimum name length: {processed_data['min_length']}")
elif choice == "7":
for letter, names in processed_data["grouped_names"].items():
print(f"Names starting with {letter}: {names}")
elif choice == "8":
for name, count in processed_data["name_frequencies"].items():
print(f"{name}: {count}")
elif choice == "9":
break
else:
print("Invalid choice")
响应
import random
from faker import Faker
def generate_names(num_names=10):
fake = Faker()
return [fake.name() for _ in range(num_names)]
def transform_names(names):
upper_names = [name.upper() for name in names]
lower_names = [name.lower() for name in names]
reversed_names = [name[::-1] for name in names]
acronym_names = ["".join(word[0] for word in name.split()) for name in names]
reversed_acronym_names = ["".join(word[0] for word in name.split())[::-1] for name in names] #Added reversed acronym
return upper_names, lower_names, reversed_names, acronym_names, reversed_acronym_names
def calculate_statistics(names):
name_lengths = [len(name) for name in names]
average_length = sum(name_lengths) / len(name_lengths) if name_lengths else 0
max_length = max(name_lengths) if name_lengths else 0
min_length = min(name_lengths) if name_lengths else 0
return average_length, max_length, min_length
def group_by_first_letter(names):
grouped_data = {}
for name in names:
grouped_data.setdefault(name[0], []).append(name)
return grouped_data
def analyze_name_frequencies(names):
name_counts = {}
for name in names:
name_counts[name] = name_counts.get(name, 0) + 1
return name_counts
def get_user_input():
choice = input("Enter your choice: ")
return choice
def display_menu():
print("Menu:")
print("1. Display original names")
print("2. Display uppercased names")
print("3. Display lowercased names")
print("4. Display reversed names")
print("5. Display acronym names")
print("6. Display reversed acronym names") #Added menu option
print("7. Display name statistics")
print("8. Display names grouped by first letter")
print("9. Display name frequencies")
print("10. Exit")
return get_user_input()
def main():
names = generate_names()
upper_names, lower_names, reversed_names, acronym_names, reversed_acronym_names = transform_names(names)
avg_length, max_length, min_length = calculate_statistics(names)
grouped_names = group_by_first_letter(names)
name_frequencies = analyze_name_frequencies(names)
processed_data = {
"original_names": names,
"upper_names": upper_names,
"lower_names": lower_names,
"reversed_names": reversed_names,
"acronym_names": acronym_names,
"reversed_acronym_names": reversed_acronym_names,
"average_length": avg_length,
"max_length": max_length,
"min_length": min_length,
"grouped_names": grouped_names,
"name_frequencies": name_frequencies
}
while True:
choice = display_menu()
try:
choice = int(choice)
if choice == 1:
print(processed_data["original_names"])
elif choice == 2:
print(processed_data["upper_names"])
elif choice == 3:
print(processed_data["lower_names"])
elif choice == 4:
print(processed_data["reversed_names"])
elif choice == 5:
print(processed_data["acronym_names"])
elif choice == 6:
print(processed_data["reversed_acronym_names"])
elif choice == 7:
print(f"Average name length: {processed_data['average_length']}")
print(f"Maximum name length: {processed_data['max_length']}")
print(f"Minimum name length: {processed_data['min_length']}")
elif choice == 8:
for letter, names in processed_data["grouped_names"].items():
print(f"Names starting with {letter}: {names}")
elif choice == 9:
for name, count in processed_data["name_frequencies"].items():
print(f"{name}: {count}")
elif choice == 10:
break
else:
print("Invalid choice")
except ValueError:
print("Invalid input. Please enter a number.")
if __name__ == "__main__":
main()
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| 型号： |
gemini-1.5-flash-002 |
| 温度： |
0.2 |
| 输出令牌数量上限： |
8192 |
| TopK： |
40.0 |
| TopP： |
0.95 |
|
