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Things I already wish I had in Python
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from __future__ import print_function | |
class NoneError(TypeError): | |
pass | |
class maybe: | |
""" | |
A two-state monad that represents the presents or absence of a value. | |
Think of it as a collection of zero or one values. | |
""" | |
def __init__(self, wrapped): | |
self.__wrapped__ = wrapped | |
def __iter__(self): | |
if self.__wrapped__ is not None: | |
yield self.__wrapped__ | |
def map(self, func): | |
for wrapped in self: | |
return maybe(func(wrapped)) | |
return maybe(None) | |
def flatmap(self, func): | |
return maybe(self.map(func).__wrapped__.__wrapped__) | |
def unwrapped(self): | |
if self.__wrapped__ is None: | |
raise NoneError('Unexpectedly found None when unwrapping') | |
return self.__wrapped__ | |
@staticmethod | |
def next(sequence): | |
return maybe(next(sequence, None)) | |
# Examples | |
maybe('a string!').map(print) # does print | |
maybe(None).map(print) # never prints | |
evens = (x for x in xrange(4) if x % 2 == 0) | |
empty = (x for x in xrange(4) if x % 2 == 2) | |
for x in maybe.next(evens): | |
print('even', x) # does print | |
for x in maybe.next(empty): | |
print('broken', x) # never prints | |
nickname = maybe(None) | |
nickname.map(lambda n: n.upper()).map(print) # Never capitalizes or prints | |
someNumbers = maybe([0, None, 2]) | |
try: | |
someNumbers.flatmap(lambda nums: maybe(nums[1])).unwrapped() # throws NoneError | |
except: | |
print("unwrap error!") | |
def first(predicate, iterable): | |
"""Returns the first element in `iterable` matching `predicate""" | |
return next(x for x in iterable if predicate(x)) | |
def last(predicate, iterable): | |
"""Returns the last element in `iterable` matching `predicate""" | |
return first(predicate, reversed(iterable)) | |
# Examples | |
isEven = lambda x: x % 2 == 0 | |
first(isEven, range(4)) # returns 0 | |
last(isEven, range(4)) # returns 2 | |
first(lambda x: x == 2, range(2)) # raises StopIteration | |
def zipnone(*values): | |
""" | |
A corrolary to the standard zip function for working with potential None values. | |
Use it to verify that all values are present before executing a block of code. | |
""" | |
if None in values: | |
return | |
else: | |
yield values | |
# Examples | |
for tup in zipnone(1, 2, 3): | |
print tup # prints (1, 2, 3) | |
for tup in zipnone(1, 2, None): | |
assert False, "this should not run since None is present" | |
def zipfunc(*funcs): | |
""" | |
A corrolary to the standard zip function for working with functions. | |
Converts N unary functions into one N-ary function. | |
""" | |
def zipped(*args): | |
if len(funcs) != len(args): | |
raise TypeError("zipped function expected {} arguments, got {}".format(len(funcs), len(args))) | |
return tuple(f(a) for f, a in zip(funcs, args)) | |
return zipped | |
# Examples | |
square = lambda a: a * a | |
square2 = zipfunc(square, square) | |
a, b = square2(2, 3) # returns (4, 9) | |
# another example follows | |
def pipe(*funcs): | |
""" | |
Returns a function that represents a unix-style pipeline of the functions passed in. | |
""" | |
def apply(result, func): | |
if isinstance(result, tuple): | |
return func(*result) | |
else: | |
return func(result) | |
return lambda initial: reduce(apply, funcs, initial) | |
# Example | |
class Transaction: | |
def __init__(self, customer, vendor): | |
self.customer = customer | |
self.vendor = vendor | |
def customer_email(customer): | |
print "email to {}".format(customer) | |
def vendor_email(vendor): | |
print "email to {}".format(vendor) | |
transactions = [Transaction('Charlie', 'Paul')] | |
for t in transactions: | |
customer_email(t.customer) | |
vendor_email(t.vendor) | |
# equivalently... | |
transaction_emails = pipe( | |
lambda t: (t.customer, t.vendor), | |
zipfunc(customer_email, vendor_email) | |
) | |
map(transaction_emails, transactions) |
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print(maybe(xom_will_make_us_rich))