Kev*_*vin 523 python validation loops user-input python-3.x
我正在编写一个必须接受用户输入的程序.
#note: Python 2.7 users should use `raw_input`, the equivalent of 3.X's `input`
age = int(input("Please enter your age: "))
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
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如果用户输入合理数据,这将按预期工作.
C:\Python\Projects> canyouvote.py
Please enter your age: 23
You are able to vote in the United States!
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但如果他们犯了错误,那就崩溃了:
C:\Python\Projects> canyouvote.py
Please enter your age: dickety six
Traceback (most recent call last):
File "canyouvote.py", line 1, in <module>
age = int(input("Please enter your age: "))
ValueError: invalid literal for int() with base 10: 'dickety six'
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而不是崩溃,我希望它再次尝试获取输入.像这样:
C:\Python\Projects> canyouvote.py
Please enter your age: dickety six
Sorry, I didn't understand that.
Please enter your age: 26
You are able to vote in the United States!
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我怎么能做到这一点?如果我还想拒绝像这样的上下文中-1的有效int但无意义的值,该怎么办?
Kev*_*vin 641
实现此目的的最简单方法是将input方法放在while循环中.continue当你输入错误时使用,break当你满意时使用.
使用try和catch检测用户何时输入无法解析的数据.
while True:
try:
# Note: Python 2.x users should use raw_input, the equivalent of 3.x's input
age = int(input("Please enter your age: "))
except ValueError:
print("Sorry, I didn't understand that.")
#better try again... Return to the start of the loop
continue
else:
#age was successfully parsed!
#we're ready to exit the loop.
break
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
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如果要拒绝Python可以成功解析的值,可以添加自己的验证逻辑.
while True:
data = input("Please enter a loud message (must be all caps): ")
if not data.isupper():
print("Sorry, your response was not loud enough.")
continue
else:
#we're happy with the value given.
#we're ready to exit the loop.
break
while True:
data = input("Pick an answer from A to D:")
if data.lower() not in ('a', 'b', 'c', 'd'):
print("Not an appropriate choice.")
else:
break
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上述两种技术都可以组合成一个循环.
while True:
try:
age = int(input("Please enter your age: "))
except ValueError:
print("Sorry, I didn't understand that.")
continue
if age < 0:
print("Sorry, your response must not be negative.")
continue
else:
#age was successfully parsed, and we're happy with its value.
#we're ready to exit the loop.
break
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
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如果您需要向用户询问许多不同的值,将此代码放在函数中可能很有用,因此您不必每次都重新键入它.
def get_non_negative_int(prompt):
while True:
try:
value = int(input(prompt))
except ValueError:
print("Sorry, I didn't understand that.")
continue
if value < 0:
print("Sorry, your response must not be negative.")
continue
else:
break
return value
age = get_non_negative_int("Please enter your age: ")
kids = get_non_negative_int("Please enter the number of children you have: ")
salary = get_non_negative_int("Please enter your yearly earnings, in dollars: ")
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您可以扩展这个想法,以创建一个非常通用的输入函数:
def sanitised_input(prompt, type_=None, min_=None, max_=None, range_=None):
if min_ is not None and max_ is not None and max_ < min_:
raise ValueError("min_ must be less than or equal to max_.")
while True:
ui = input(prompt)
if type_ is not None:
try:
ui = type_(ui)
except ValueError:
print("Input type must be {0}.".format(type_.__name__))
continue
if max_ is not None and ui > max_:
print("Input must be less than or equal to {0}.".format(max_))
elif min_ is not None and ui < min_:
print("Input must be greater than or equal to {0}.".format(min_))
elif range_ is not None and ui not in range_:
if isinstance(range_, range):
template = "Input must be between {0.start} and {0.stop}."
print(template.format(range_))
else:
template = "Input must be {0}."
if len(range_) == 1:
print(template.format(*range_))
else:
print(template.format(" or ".join((", ".join(map(str,
range_[:-1])),
str(range_[-1])))))
else:
return ui
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使用如下:
age = sanitised_input("Enter your age: ", int, 1, 101)
answer = sanitised_input("Enter your answer: ", str.lower, range_=('a', 'b', 'c', 'd'))
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try语句的冗余使用这种方法有效但通常被认为是不好的风格:
data = input("Please enter a loud message (must be all caps): ")
while not data.isupper():
print("Sorry, your response was not loud enough.")
data = input("Please enter a loud message (must be all caps): ")
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它最初看起来很有吸引力,因为它比except方法短,但它违反了软件开发的" 不要重复自己"的原则.这会增加系统中出现错误的可能性.如果你想通过更改input为while True,但仅意外更改input上面的第一个来向后移植到2.7,该怎么办?这是一个raw_input等待发生的事情.
如果你刚学会了递归,你可能会想要使用它,input这样你就可以处理while循环了.
def get_non_negative_int(prompt):
try:
value = int(input(prompt))
except ValueError:
print("Sorry, I didn't understand that.")
return get_non_negative_int(prompt)
if value < 0:
print("Sorry, your response must not be negative.")
return get_non_negative_int(prompt)
else:
return value
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这似乎在大多数情况下都能正常工作,但如果用户输入的数据足够多次,脚本将以a终止SyntaxError.你可能会认为"没有傻瓜会连续犯1000个错误",但你低估了傻瓜的聪明才智!
小智 34
为什么你会做一个while True然后突破这个循环,你也可以把你的要求放在while语句中,因为你想要的就是在你有了年龄后停止?
age = None
while age is None:
input_value = input("Please enter your age: ")
try:
# try and convert the string input to a number
age = int(input_value)
except ValueError:
# tell the user off
print("{input} is not a number, please enter a number only".format(input=input_value))
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
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这将导致以下结果:
Please enter your age: *potato*
potato is not a number, please enter a number only
Please enter your age: *5*
You are not able to vote in the United States.
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这将有效,因为年龄永远不会有一个没有意义的价值,代码遵循你的"业务流程"的逻辑
aav*_*veg 22
虽然接受的答案是惊人的.我还想分享这个问题的快速入侵.(这也解决了负面年龄问题.)
f=lambda age: (age.isdigit() and ((int(age)>=18 and "Can vote" ) or "Cannot vote")) or \
f(input("invalid input. Try again\nPlease enter your age: "))
print(f(input("Please enter your age: ")))
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PS此代码适用于python 3.x.
cat*_*cat 12
所以,我最近搞砸了与此类似的东西,我想出了以下解决方案,它使用一种获取输入的方法来拒绝垃圾,甚至在以任何逻辑方式检查之前.
read_single_keypress()礼貌/sf/answers/461960901/
def read_single_keypress() -> str:
"""Waits for a single keypress on stdin.
-- from :: https://stackoverflow.com/a/6599441/4532996
"""
import termios, fcntl, sys, os
fd = sys.stdin.fileno()
# save old state
flags_save = fcntl.fcntl(fd, fcntl.F_GETFL)
attrs_save = termios.tcgetattr(fd)
# make raw - the way to do this comes from the termios(3) man page.
attrs = list(attrs_save) # copy the stored version to update
# iflag
attrs[0] &= ~(termios.IGNBRK | termios.BRKINT | termios.PARMRK
| termios.ISTRIP | termios.INLCR | termios. IGNCR
| termios.ICRNL | termios.IXON )
# oflag
attrs[1] &= ~termios.OPOST
# cflag
attrs[2] &= ~(termios.CSIZE | termios. PARENB)
attrs[2] |= termios.CS8
# lflag
attrs[3] &= ~(termios.ECHONL | termios.ECHO | termios.ICANON
| termios.ISIG | termios.IEXTEN)
termios.tcsetattr(fd, termios.TCSANOW, attrs)
# turn off non-blocking
fcntl.fcntl(fd, fcntl.F_SETFL, flags_save & ~os.O_NONBLOCK)
# read a single keystroke
try:
ret = sys.stdin.read(1) # returns a single character
except KeyboardInterrupt:
ret = 0
finally:
# restore old state
termios.tcsetattr(fd, termios.TCSAFLUSH, attrs_save)
fcntl.fcntl(fd, fcntl.F_SETFL, flags_save)
return ret
def until_not_multi(chars) -> str:
"""read stdin until !(chars)"""
import sys
chars = list(chars)
y = ""
sys.stdout.flush()
while True:
i = read_single_keypress()
_ = sys.stdout.write(i)
sys.stdout.flush()
if i not in chars:
break
y += i
return y
def _can_you_vote() -> str:
"""a practical example:
test if a user can vote based purely on keypresses"""
print("can you vote? age : ", end="")
x = int("0" + until_not_multi("0123456789"))
if not x:
print("\nsorry, age can only consist of digits.")
return
print("your age is", x, "\nYou can vote!" if x >= 18 else "Sorry! you can't vote")
_can_you_vote()
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你可以在这里找到完整的模块.
例:
$ ./input_constrain.py
can you vote? age : a
sorry, age can only consist of digits.
$ ./input_constrain.py
can you vote? age : 23<RETURN>
your age is 23
You can vote!
$ _
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请注意,此实现的性质是,只要读取非数字的内容,它就会关闭stdin.之后我没有进入a,但我需要在数字之后.
您可以将其与thismany()同一模块中的函数合并为仅允许三位数.
from itertools import chain, repeat
prompts = chain(["Enter a number: "], repeat("Not a number! Try again: "))
replies = map(input, prompts)
valid_response = next(filter(str.isdigit, replies))
print(valid_response)
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Enter a number: a
Not a number! Try again: b
Not a number! Try again: 1
1
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或者,如果您想将“错误输入”消息与输入提示分开,如其他答案所示:
prompt_msg = "Enter a number: "
bad_input_msg = "Sorry, I didn't understand that."
prompts = chain([prompt_msg], repeat('\n'.join([bad_input_msg, prompt_msg])))
replies = map(input, prompts)
valid_response = next(filter(str.isdigit, replies))
print(valid_response)
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Enter a number: a
Sorry, I didn't understand that.
Enter a number: b
Sorry, I didn't understand that.
Enter a number: 1
1
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prompts = chain(["Enter a number: "], repeat("Not a number! Try again: "))
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的组合itertools.chain和itertools.repeat将创建一个迭代器,这将产生串"Enter a number: "一次,"Not a number! Try again: "中无数次:
for prompt in prompts:
print(prompt)
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Enter a number:
Not a number! Try again:
Not a number! Try again:
Not a number! Try again:
# ... and so on
Run Code Online (Sandbox Code Playgroud)replies = map(input, prompts)-这里map会将prompts上一步中的所有字符串应用于input函数。例如:
for reply in replies:
print(reply)
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Enter a number: a
a
Not a number! Try again: 1
1
Not a number! Try again: it doesn't care now
it doesn't care now
# and so on...
Run Code Online (Sandbox Code Playgroud)filter和str.isdigit过滤掉那些只包含数字的字符串:
only_digits = filter(str.isdigit, replies)
for reply in only_digits:
print(reply)
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Enter a number: a
Not a number! Try again: 1
1
Not a number! Try again: 2
2
Not a number! Try again: b
Not a number! Try again: # and so on...
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并且仅使用第一个数字字符串next。字符串方法:当然,您可以使用其他字符串方法,例如str.isalpha仅获取字母字符串或str.isupper仅获取大写字母。请参阅文档以获取完整列表。
成员资格测试:
有几种不同的执行方式。其中之一是通过使用__contains__方法:
from itertools import chain, repeat
fruits = {'apple', 'orange', 'peach'}
prompts = chain(["Enter a fruit: "], repeat("I don't know this one! Try again: "))
replies = map(input, prompts)
valid_response = next(filter(fruits.__contains__, replies))
print(valid_response)
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Enter a fruit: 1
I don't know this one! Try again: foo
I don't know this one! Try again: apple
apple
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这里有一些有用的比较方法。例如,对于__lt__(<):
from itertools import chain, repeat
prompts = chain(["Enter a positive number:"], repeat("I need a positive number! Try again:"))
replies = map(input, prompts)
numeric_strings = filter(str.isnumeric, replies)
numbers = map(float, numeric_strings)
is_positive = (0.).__lt__
valid_response = next(filter(is_positive, numbers))
print(valid_response)
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Enter a positive number: a
I need a positive number! Try again: -5
I need a positive number! Try again: 0
I need a positive number! Try again: 5
5.0
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或者,如果您不喜欢使用dunder方法(dunder = double-underscore),则始终可以定义自己的函数,或使用operator模块中的函数。
路径存在:
这里可以使用pathlib库及其Path.exists方法:
from itertools import chain, repeat
from pathlib import Path
prompts = chain(["Enter a path: "], repeat("This path doesn't exist! Try again: "))
replies = map(input, prompts)
paths = map(Path, replies)
valid_response = next(filter(Path.exists, paths))
print(valid_response)
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Enter a path: a b c
This path doesn't exist! Try again: 1
This path doesn't exist! Try again: existing_file.txt
existing_file.txt
Run Code Online (Sandbox Code Playgroud)如果您不想无限次地问某人来折磨他,可以在呼叫中指定一个限制itertools.repeat。这可以与为next函数提供默认值结合使用:
from itertools import chain, repeat
prompts = chain(["Enter a number:"], repeat("Not a number! Try again:", 2))
replies = map(input, prompts)
valid_response = next(filter(str.isdigit, replies), None)
print("You've failed miserably!" if valid_response is None else 'Well done!')
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Enter a number: a
Not a number! Try again: b
Not a number! Try again: c
You've failed miserably!
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有时,如果用户不小心以大写形式提供了输入,或者在字符串的开头或结尾有空格,我们就不想拒绝输入。为了考虑这些简单的错误,我们可以通过应用str.lower和str.strip方法对输入数据进行预处理。例如,对于成员资格测试,代码如下所示:
from itertools import chain, repeat
fruits = {'apple', 'orange', 'peach'}
prompts = chain(["Enter a fruit: "], repeat("I don't know this one! Try again: "))
replies = map(input, prompts)
lowercased_replies = map(str.lower, replies)
stripped_replies = map(str.strip, lowercased_replies)
valid_response = next(filter(fruits.__contains__, stripped_replies))
print(valid_response)
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Enter a fruit: duck
I don't know this one! Try again: Orange
orange
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如果要使用许多函数进行预处理,则使用执行函数合成的函数可能会更容易。例如,使用此处的一个:
from itertools import chain, repeat
from lz.functional import compose
fruits = {'apple', 'orange', 'peach'}
prompts = chain(["Enter a fruit: "], repeat("I don't know this one! Try again: "))
replies = map(input, prompts)
process = compose(str.strip, str.lower) # you can add more functions here
processed_replies = map(process, replies)
valid_response = next(filter(fruits.__contains__, processed_replies))
print(valid_response)
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Enter a fruit: potato
I don't know this one! Try again: PEACH
peach
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例如,在一个简单的情况下,当程序要求输入1到120岁之间的年龄时,可以添加另一个filter:
from itertools import chain, repeat
prompt_msg = "Enter your age (1-120): "
bad_input_msg = "Wrong input."
prompts = chain([prompt_msg], repeat('\n'.join([bad_input_msg, prompt_msg])))
replies = map(input, prompts)
numeric_replies = filter(str.isdigit, replies)
ages = map(int, numeric_replies)
positive_ages = filter((0).__lt__, ages)
not_too_big_ages = filter((120).__ge__, positive_ages)
valid_response = next(not_too_big_ages)
print(valid_response)
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但是,在有很多规则的情况下,最好实现执行逻辑结合的函数。在下面的例子中我将使用一个现成的一个位置:
from functools import partial
from itertools import chain, repeat
from lz.logical import conjoin
def is_one_letter(string: str) -> bool:
return len(string) == 1
rules = [str.isalpha, str.isupper, is_one_letter, 'C'.__le__, 'P'.__ge__]
prompt_msg = "Enter a letter (C-P): "
bad_input_msg = "Wrong input."
prompts = chain([prompt_msg], repeat('\n'.join([bad_input_msg, prompt_msg])))
replies = map(input, prompts)
valid_response = next(filter(conjoin(*rules), replies))
print(valid_response)
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Enter a letter (C-P): 5
Wrong input.
Enter a letter (C-P): f
Wrong input.
Enter a letter (C-P): CDE
Wrong input.
Enter a letter (C-P): Q
Wrong input.
Enter a letter (C-P): N
N
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不幸的是,如果有人需要为每个失败的情况下,自定义消息,然后,我很害怕,也没有漂亮的功能性的方式。或者,至少,我找不到一个。
小智 7
使用 try-except 处理错误并再次重复:
while True:
try:
age = int(input("Please enter your age: "))
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
except Exception as e:
print("please enter number")
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基于 Daniel Q 和 Patrick Artner 的出色建议,这里有一个更通用的解决方案。
# Assuming Python3
import sys
class ValidationError(ValueError): # thanks Patrick Artner
pass
def validate_input(prompt, cast=str, cond=(lambda x: True), onerror=None):
if onerror==None: onerror = {}
while True:
try:
data = cast(input(prompt))
if not cond(data): raise ValidationError
return data
except tuple(onerror.keys()) as e: # thanks Daniel Q
print(onerror[type(e)], file=sys.stderr)
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我选择了显式的ifandraise语句而不是 an assert,因为断言检查可能被关闭,而验证应该始终打开以提供鲁棒性。
这可用于获取具有不同验证条件的不同类型的输入。例如:
# No validation, equivalent to simple input:
anystr = validate_input("Enter any string: ")
# Get a string containing only letters:
letters = validate_input("Enter letters: ",
cond=str.isalpha,
onerror={ValidationError: "Only letters, please!"})
# Get a float in [0, 100]:
percentage = validate_input("Percentage? ",
cast=float, cond=lambda x: 0.0<=x<=100.0,
onerror={ValidationError: "Must be between 0 and 100!",
ValueError: "Not a number!"})
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或者,回答原来的问题:
age = validate_input("Please enter your age: ",
cast=int, cond=lambda a:0<=a<150,
onerror={ValidationError: "Enter a plausible age, please!",
ValueError: "Enter an integer, please!"})
if age >= 18:
print("You are able to vote in the United States!")
else:
print("You are not able to vote in the United States.")
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是的,我迟到了 6 年, 但这个问题值得更多最新的答案。
我是 Unix 哲学“做一件事,把它做好”的忠实粉丝。在这种类型的问题中,更好的做法是将问题拆分为
get_input直到输入正常。validator功能上验证。您可以为不同的输入查询编写不同的验证器。它可以像(Python 3+)一样简单
def myvalidator(value):
try:
value = int(value)
except ValueError:
return False
return value >= 0
def get_input(prompt, validator, on_validationerror):
while True:
value = input(prompt)
if validator(value):
return value
print(on_validationerror)
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In [2]: get_input('Give a positive number: ', myvalidator, 'Please, try again')
Give a positive number: foobar
Please, try again
Give a positive number: -10
Please, try again
Give a positive number: 42
Out[2]: '42'
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在 Python 3.8+ 中,您可以使用 walrus 运算符
def get_input(prompt, validator, on_validationerror):
while not validator(value := input(prompt)):
print(on_validationerror)
return value
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小智 5
def validate_age(age):
if age >=0 :
return True
return False
while True:
try:
age = int(raw_input("Please enter your age:"))
if validate_age(age): break
except ValueError:
print "Error: Invalid age."
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Click是一个用于命令行界面的库,它提供了向用户询问有效响应的功能。
简单的例子:
import click
number = click.prompt('Please enter a number', type=float)
print(number)
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import click
number = click.prompt('Please enter a number', type=float)
print(number)
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注意如何将字符串值自动转换为浮点数。
提供了不同的自定义类型。要获得特定范围内的数字,我们可以使用IntRange:
age = click.prompt("What's your age?", type=click.IntRange(1, 120))
print(age)
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Please enter a number:
a
Error: a is not a valid floating point value
Please enter a number:
10
10.0
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我们还可以只指定其中一个限制,min或max:
age = click.prompt("What's your age?", type=click.IntRange(min=14))
print(age)
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age = click.prompt("What's your age?", type=click.IntRange(1, 120))
print(age)
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使用click.Choice类型。默认情况下,此检查区分大小写。
choices = {'apple', 'orange', 'peach'}
choice = click.prompt('Provide a fruit', type=click.Choice(choices, case_sensitive=False))
print(choice)
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What's your age?:
a
Error: a is not a valid integer
What's your age?:
0
Error: 0 is not in the valid range of 1 to 120.
What's your age?:
5
5
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使用click.Path类型,我们可以检查现有路径并解决它们:
path = click.prompt('Provide path', type=click.Path(exists=True, resolve_path=True))
print(path)
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age = click.prompt("What's your age?", type=click.IntRange(min=14))
print(age)
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读写文件可以通过以下方式完成click.File:
file = click.prompt('In which file to write data?', type=click.File('w'))
with file.open():
file.write('Hello!')
# More info about `lazy=True` at:
# https://click.palletsprojects.com/en/7.x/arguments/#file-opening-safety
file = click.prompt('Which file you wanna read?', type=click.File(lazy=True))
with file.open():
print(file.read())
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What's your age?:
0
Error: 0 is smaller than the minimum valid value 14.
What's your age?:
18
18
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password = click.prompt('Enter password', hide_input=True, confirmation_prompt=True)
print(password)
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choices = {'apple', 'orange', 'peach'}
choice = click.prompt('Provide a fruit', type=click.Choice(choices, case_sensitive=False))
print(choice)
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在这种情况下,只需按下Enter(或您使用的任何键)而不输入值,将为您提供默认值:
number = click.prompt('Please enter a number', type=int, default=42)
print(number)
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Provide a fruit (apple, peach, orange):
banana
Error: invalid choice: banana. (choose from apple, peach, orange)
Provide a fruit (apple, peach, orange):
OrAnGe
orange
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