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add docstrings (numPy style) to methods in utils #35

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54 changes: 52 additions & 2 deletions multi_rake/utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,20 @@


def detect_language(text, proba_threshold):
"""Detect language code and probability of input text based on 'cld2'.

Parameters
----------
text : utf8Bytes
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should be str, shouldn't it?

Text to detect language as unicode.
proba_threshold : float
Minimum probability cld2 language detection has to output in order to accept proposed language code.

Returns
-------
str
Language code detected by cld2.
"""
_, _, details = cld2.detect(text)

language_code = details[0].language_code
Expand All @@ -20,11 +34,35 @@ def detect_language(text, proba_threshold):
return language_code


def keep_only_letters(string):
return ' '.join(token.group() for token in LETTERS_RE.finditer(string))
def keep_only_letters(text):
"""Apply regex to only keep letters.

Parameters
----------
text : str
Text to search for letters in.

Returns
-------
str
Input text cleaned by regex to only contain letters.
"""
return ' '.join(token.group() for token in LETTERS_RE.finditer(text))


def separate_words(text):
"""Seperate text to tokens by whitespace and dimiss numeric tokens.
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typos: separate, dismiss


Parameters
----------
text : str
Text to tokenize.

Returns
-------
list of str
Tokenized text.
"""
words = []

for word in text.split():
Expand All @@ -35,5 +73,17 @@ def separate_words(text):


def split_sentences(text):
"""Split text into sentences with custom regex boundaries.

Parameters
----------
text : str
Text to split on sentence delimiters.

Returns
-------
list of str
Text split into sentences.
"""
sentences = SENTENCE_DELIMITERS_RE.split(text)
return sentences