spaCy/spacy/util.py

44 lines
1.2 KiB
Python

import os
from os import path
import codecs
DATA_DIR = path.join(path.dirname(__file__), '..', 'data')
def utf8open(loc, mode='r'):
return codecs.open(loc, mode, 'utf8')
def load_case_stats(data_dir):
case_loc = path.join(data_dir, 'case')
case_stats = {}
with utf8open(case_loc) as cases_file:
for line in cases_file:
word, upper, title = line.split()
case_stats[word] = (float(upper), float(title))
return case_stats
def read_tokenization(lang):
loc = path.join(DATA_DIR, lang, 'tokenization')
entries = []
seen = set()
with utf8open(loc) as file_:
for line in file_:
line = line.strip()
if line.startswith('#'):
continue
if not line:
continue
pieces = line.split()
chunk = pieces.pop(0)
assert chunk not in seen, chunk
seen.add(chunk)
entries.append((chunk, list(pieces)))
if chunk[0].isalpha() and chunk[0].islower():
chunk = chunk[0].title() + chunk[1:]
pieces[0] = pieces[0][0].title() + pieces[0][1:]
seen.add(chunk)
entries.append((chunk, pieces))
return entries