From c02c81943bc81edbf6ee3314b260f524c5a30eed Mon Sep 17 00:00:00 2001 From: pietrzakkuba Date: Sun, 3 Apr 2022 13:53:56 +0200 Subject: [PATCH] test 8 version --- dev-0/out.tsv | 18002 +++++++++++++++++++++++------------------------ model.py | 45 +- test-A/out.tsv | 12718 ++++++++++++++++----------------- 3 files changed, 15381 insertions(+), 15384 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index e63798e..8df7f4f 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,10519 +1,10519 @@ the:0.8571428571428571 thence:0.14285714285714285 -own:0.0076045627376425855 place:0.0073741214425625074 successors:0.006106694319622076 value:0.006106694319622076 passage:0.005991473672082037 :0.9668164535084687 +own:0.00729765590446705 place:0.00696594427244582 successors:0.006744803184431668 value:0.005970809376382132 passage:0.005860238832375055 :0.9671605484298983 distiuguislied:0.5 the:0.5 -the:0:2 be:0.2 to:0.2 of:0.15 and:0.15 :0.1 -pelled:0.22215067611075337 pany:0.0901481004507405 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pd import csv +import regex as re trigrams_list = [] @@ -11,12 +11,9 @@ model = defaultdict(lambda: defaultdict(lambda: 0)) def preprocess(text): - _text = str(text) - _text = _text.lower().replace("-\\n", "").replace('\\n', ' ').strip() - for character in _text: - if character not in string.ascii_lowercase + ' ': - _text = _text.replace(character, '') - words = word_tokenize(_text) + text = str(text).lower().replace("-\\n", "").replace("\\n", " ") + text = re.sub(r'\p{P}', '', text) + words = word_tokenize(text) if len(words): return words return [''] @@ -30,7 +27,7 @@ def predict(word_before, word_after): prob_sum += value predictions.append(f'{key}:{value}') if prob_sum == 0.0: - return 'the:0:2 be:0.2 to:0.2 of:0.15 and:0.15 :0.1' + return 'the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1' elif prob_sum < 1.0: predictions.append(f':{max(1 - prob_sum, 0.01)}') return ' '.join(predictions) @@ -68,23 +65,23 @@ for index, words_1_3 in enumerate(model): for word_2 in model[words_1_3]: model[words_1_3][word_2] /= float(count) -file_in = pd.read_csv('test-A/in.tsv.xz', sep='\t', on_bad_lines='skip', header=None, quoting=csv.QUOTE_NONE) -with open('test-A/out.tsv', 'w', encoding='utf-8') as file_out: - print('zapisywanie test-A') - for line_in in file_in.iterrows(): - before = line_in[1][6] - after = line_in[1][7] - word_before_in, word_after_in = preprocess(before)[-1], preprocess(after)[0] - file_out.write(predict(word_before_in, word_after_in) + '\n') + +def make_prediction(file): + file_in = pd.read_csv(f'{file}/in.tsv.xz', sep='\t', on_bad_lines='skip', header=None, quoting=csv.QUOTE_NONE) + with open(f'{file}/out.tsv', 'w') as file_out: + print(f'zapisywanie {file}') + for line_in in file_in.iterrows(): + before = line_in[1][6] + after = line_in[1][7] + if len(before) < 3 or len(after) < 3: + prediction = 'the:0.2 be:0.2 to:0.2 of:0.1 and:0.1 a:0.1 :0.1' + else: + word_before_in, word_after_in = preprocess(before)[-1], preprocess(after)[0] + prediction = predict(word_before_in, word_after_in) + file_out.write(prediction + '\n') -file_in = pd.read_csv('dev-0/in.tsv.xz', sep='\t', on_bad_lines='skip', header=None, quoting=csv.QUOTE_NONE) -with open('dev-0/out.tsv', 'w', encoding='utf-8') as file_out: - print('zapisywanie dev-0') - for line_in in file_in.iterrows(): - before = line_in[1][6] - after = line_in[1][7] - word_before_in, word_after_in = preprocess(before)[-1], preprocess(after)[0] - file_out.write(predict(word_before_in, word_after_in) + '\n') +make_prediction('test-A') +make_prediction('dev-0') print('koniec') diff --git a/test-A/out.tsv b/test-A/out.tsv index 3c51dd1..fe7a6fb 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,7414 +1,7414 @@ -time:0.04452690166975881 lien:0.04267161410018553 mortgage:0.03525046382189239 place:0.01855287569573284 put:0.01855287569573284 :0.8404452690166976 -is:0.03766074709124311 was:0.029393753827311696 the:0.024341702388242497 day:0.019442743417023883 even:0.015309246785058175 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