Added style #5

This commit is contained in:
Crista Lopes
2013-09-22 10:09:17 -07:00
parent e7fef7ea6e
commit 3d9c89ad57
2 changed files with 91 additions and 0 deletions

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Style #5
==============================
Variation of style #4, with the following additional constraints:
- Each function takes an additional parameter, usually the last, which is another function
- That function parameter is applied at the end of the current function
- That function parameter is given as input what would be the output of the current function
- Larger problem is solved as a pipeline of functions, but where the next function to be applied is given as parameter to the current function
Possible names:
- Continuation-passing style
- Crochet loop

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import sys, re, operator, string
#
# The functions
#
def read_file(path_to_file, func):
"""
Takes a path to a file and returns the entire
contents of the file as a string
"""
f = open(path_to_file)
data = f.read()
f.close()
return func(data, normalize)
def filter_chars(str_data, func):
"""
Takes a string and returns a copy with all nonalphanumeric chars
replaced by white space
"""
pattern = re.compile('[\W_]+')
return func(pattern.sub(' ', str_data), scan)
def normalize(str_data, func):
"""
Takes a string and returns a copy with all characters in lower case
"""
return func(str_data.lower(), remove_stop_words)
def scan(str_data, func):
"""
Takes a string and scans for words, returning
a list of words.
"""
return func(str_data.split(), frequencies)
def remove_stop_words(word_list, func):
""" Takes a list of words and returns a copy with all stop words removed """
f = open('../stop_words.txt')
stop_words = f.read().split(',')
f.close()
# add single-letter words
stop_words.extend(list(string.ascii_lowercase))
return func([w for w in word_list if not w in stop_words], sort)
def frequencies(word_list, func):
"""
Takes a list of words and returns a dictionary associating
words with frequencies of occurrence
"""
word_freqs = {}
for w in word_list:
if w in word_freqs:
word_freqs[w] += 1
else:
word_freqs[w] = 1
return func(word_freqs, no_op)
def sort(word_freq, func):
"""
Takes a dictionary of words and their frequencies
and returns a list of pairs where the entries are
sorted by frequency
"""
return func(sorted(word_freq.iteritems(), key=operator.itemgetter(1), reverse=True), None)
def no_op(a, func):
return a
#
# The main function
#
word_freqs = read_file(sys.argv[1], filter_chars)
for tf in word_freqs[0:25]:
print tf[0], ' - ', tf[1]