IceCream is a little library for sweet and creamy debugging.
Do you ever use print() or log() to debug your code? Of course you
do. IceCream, or ic for short, makes print debugging a little sweeter.
IceCream is well tested, permissively licensed, and supports
Python 2, Python 3, PyPy2, and PyPy3.
Inspect Variables
Have you ever printed variables or expressions to debug your program? If you've
ever typed something like
print(foo('123'))
or the more thorough
print("foo('123')", foo('123'))
then ic() is here to help. With arguments, ic() inspects itself and prints
both its own arguments and the values of those arguments.
from icecream import ic
def foo(i):
return i + 333
ic(foo(123))
Prints
ic, foo(123): 456
Similarly,
d = {'key': {1: 'one'}}
ic(d['key'][1])
class klass():
attr = 'yep'
ic(klass.attr)
Prints
ic, d['key'][1]: 'one'
ic, klass.attr: 'yep'
Just give ic() a variable or expression and you're done. Easy.
Inspect Execution
Have you ever used print() to determine which parts of your program are
executed, and in which order they're executed? For example, if you've ever added
print statements to debug code like
def foo():
print(0)
first()
if expression:
print(1)
second()
else:
print(2)
third()
then ic() helps here, too. Without arguments, ic() inspects itself and
prints the calling filename, line number, and parent function.
from icecream import ic
def foo():
ic()
first()
if expression:
ic()
second()
else:
ic()
third()
Prints
ic, example.py:4 in foo()
ic, example.py:11 in foo()
Just call ic() and you're done. Simple.
Return Value
ic() returns its argument(s), so ic() can easily be inserted into
pre-existing code.
>>> a = 6
>>> def half(i):
>>> return i / 2
>>> b = half(ic(a))
ic, a: 6
>>> ic(b)
ic, b: 3
Miscellaneous
ic.format(*args) is like ic() but the output is returned as a string instead
of written to stderr.
>>> from icecream import ic
>>> s = 'sup'
>>> out = ic.format(s)
>>> print(out)
ic, s: 'sup'
Additionally, ic()'s output can be entirely disabled, and later re-enabled, with
ic.disable() and ic.enable() respectively.
from icecream import ic
ic(1)
ic.disable()
ic(2)
ic.enable()
ic(3)
Prints
ic, 1: 1
ic, 3: 3
ic() continues to return its arguments when disabled, of course; no existing
code with ic() breaks.
Configuration
ic.configureOutput(prefix, outputFunction, argToStringFunction, includeContext) can be used to adopt a custom output prefix (the default is
ic, ), change the output function (default is to write to stderr), customize
how arguments are serialized to strings, and/or include the ic() call's
context (filename, line number, and parent function) in ic() output with
arguments.
>>> from icecream import ic
>>> ic.configureOutput(prefix='hello -> ')
>>> ic('world')
hello -> 'world': 'world'
prefix can optionally be a function, too.
>>> import time
>>> from icecream import ic
>>>
>>> def unixTimestamp():
>>> return '%i, > ' % int(time.time())
>>>
>>> ic.configureOutput(prefix=unixTimestamp)
>>> ic('world')
1519185860, > 'world': 'world'
outputFunction, if provided, is called with ic()'s output instead of that
output being written to stderr (the default).
>>> import logging
>>> from icecream import ic
>>>
>>> def warn(s):
>>> logging.warning(s)
>>>
>>> ic.configureOutput(outputFunction=warn)
>>> ic('eep')
WARNING:root:ic, 'eep': 'eep'
argToStringFunction, if provided, is called with argument values to be
serialized to displayable strings. The default is PrettyPrint's
pprint.pformat(),
but this can be changed to, for example, handle non-standard datatypes in a
custom fashion.
>>> from icecream import ic
>>>
>>> def toString(obj):
>>> if isinstance(obj, str):
>>> return '[!string %r with length %i!]' % (obj, len(obj))
>>> return repr(obj)
>>>
>>> ic.configureOutput(argToStringFunction=toString)
>>> ic(7, 'hello')
ic, 7: 7, 'hello': [!string 'hello' with length 5!]
includeContext, if provided and True, adds the ic() call's filename, line
number, and parent function to ic()'s output.
>>> from icecream import ic
>>> ic.configureOutput(includeContext=True)
>>>
>>> def foo():
>>> ic('str')
>>> foo()
ic, example.py:12 in foo()- 'str': 'str'
includeContext is False by default.
Installation
Installing IceCream with pip is easy.
$ pip install icecream
Import
It's often useful to import ic() in a manner that falls back gracefully
if IceCream isn't installed, like in production environments (i.e. not
development). To that end, this fallback import snippet may prove useful:
try:
from icecream import ic
except ImportError: # Graceful fallback if IceCream isn't installed.
ic = lambda *a: None if not a else (a[0] if len(a) == 1 else a) # noqa
IceCream in Other Languages
IceCream should be enjoyed with every language.
- Dart: icecream
- Rust: icecream-rs
- Node.js: node-icecream
- C++: IceCream-Cpp
- PHP: icecream-php
If you'd like a similar ic() function in your favorite language, please open a
pull request! IceCream's goal is to sweeten print debugging with a handy-dandy
ic() function in every language.