def autocorrect(word=""):
"""Call autocorrect using the best score function available."""
raw_word = word
word = cats.lower(cats.remove_punctuation(raw_word))
if word in WORDS_SET or word == "":
return raw_word
# Heuristically choose candidate words to score.
letters = set(word)
candidates = [w for w, s in LETTER_SETS if similar(s, letters, SIMILARITY_LIMIT)]
# Try various diff functions until one doesn't raise an exception.
for fn in [cats.final_diff, cats.feline_fixes, cats.sphinx_swap]:
try:
guess = cats.autocorrect(word, candidates, fn, SIMILARITY_LIMIT)
return reformat(guess, raw_word)
except BaseException:
pass
return raw_word
with open(valid_words.strip(), 'r', encoding='utf8') as correct_file:
correct_words = list(correct_file.read().split())
start_time = time.time()
correct_words = list(test_dict.keys())
random.shuffle(correct_words)
correctly_corrected, incorrectly_corrected, not_corrected, trial_counter = 0, 0, 0, 0
for correct in correct_words:
elapsed_time = time.time() - start_time
if elapsed_time > 45:
break
typos = test_dict[correct]
for_print = f"{correct}\n"
for typo in typos:
guess = cats.autocorrect(typo, correct_words, cats.final_diff,
cats.FINAL_DIFF_LIMIT)
if guess == correct:
for_print += f"\tCorrect: ({typo} -> {guess})\n"
correctly_corrected += 1
elif guess != typo:
for_print += f"\tIncorrect: ({typo} -> {guess})\n"
incorrectly_corrected += 1
else:
for_print += f"\tNo change: ({typo} -> {typo})\n"
not_corrected += 1
trial_counter += 1
print(for_print)
print(f"Correction Speed: {(trial_counter / elapsed_time) * 60} wpm")
print(f"Correctly Corrected: {correctly_corrected} words")
print(f"Incorrectly Corrected: {incorrectly_corrected} words")