From fa9858ae9a2007574250f645a3de15212b4a1a21 Mon Sep 17 00:00:00 2001 From: pietrzakkuba Date: Sun, 3 Apr 2022 01:24:36 +0200 Subject: [PATCH] test 4 version --- dev-0/out.tsv | 10519 +++++++++++++++++++++++++++++++++++++++++++++++ model.py | 21 +- test-A/out.tsv | 294 +- 3 files changed, 10683 insertions(+), 151 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index e69de29..169a071 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -0,0 +1,10519 @@ +the:1.0 +call:0.006666666666666667 days:0.006666666666666667 destiny:0.006666666666666667 truest:0.006666666666666667 best:0.013333333333333334 character:0.006666666666666667 appearance:0.013333333333333334 arrival:0.006666666666666667 remoteness:0.006666666666666667 strength:0.02 resources:0.006666666666666667 confusion:0.006666666666666667 political:0.006666666666666667 military:0.006666666666666667 reputation:0.006666666666666667 population:0.006666666666666667 use:0.006666666666666667 fullgrowth:0.006666666666666667 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vegetarian:0.002105263157894737 banker:0.002105263157894737 pattern:0.002105263157894737 iminl:0.002105263157894737 clerk:0.002105263157894737 downfall:0.002105263157894737 lull:0.002105263157894737 respective:0.002105263157894737 x:0.002105263157894737 rng:0.002105263157894737 hotel:0.002105263157894737 lecturer:0.002105263157894737 chair:0.002105263157894737 plank:0.002105263157894737 +the:1.0 diff --git a/model.py b/model.py index 6f9528b..434d0f3 100644 --- a/model.py +++ b/model.py @@ -14,7 +14,10 @@ def preprocess(text): for character in _text: if character not in string.ascii_lowercase + ' ': _text = _text.replace(character, '') - return word_tokenize(_text) + words = word_tokenize(_text) + if len(words): + return words + return [''] def predict(word_before, word_after): @@ -42,11 +45,14 @@ with open('train/in.tsv', encoding='utf-8') as file_in, open('train/expected.tsv before, expected, after = preprocess(before), preprocess(expected), preprocess(after) words = before + expected + after trigrams_list += trigrams(words, pad_right=True, pad_left=True) + length = len(trigrams_list) + print('zbieranie trigramów:', length) + if length > 1000000: + break -trigrams_len = len(trigrams_list) for index, trigram in enumerate(trigrams_list): if index % 100000 == 0: - print('uczenie modelu', index, '/', trigrams_len) + print('uczenie modelu', index) if not trigram[0] or not trigram[1] or not trigram[2]: continue model[(trigram[0], trigram[2])][trigram[1]] += 1 @@ -62,7 +68,14 @@ for index, words_1_3 in enumerate(model): model[words_1_3][word_2] /= float(count) with open('test-A/in.tsv', encoding='utf-8') as file_in, open('test-A/out.tsv', 'w', encoding='utf-8') as file_out: - print('zapisywanie wyników') + print('zapisywanie test-A') + for line_in in file_in: + _, _, _, _, _, _, before, after = line_in.split('\t') + word_before_in, word_after_in = preprocess(before)[-1], preprocess(after)[0] + file_out.write(predict(word_before_in, word_after_in) + '\n') + +with open('dev-0/in.tsv', encoding='utf-8') as file_in, open('dev-0/out.tsv', 'w', encoding='utf-8') as file_out: + print('zapisywanie dev-0') for line_in in file_in: _, _, _, _, _, _, before, after = line_in.split('\t') word_before_in, word_after_in = preprocess(before)[-1], preprocess(after)[0] diff --git a/test-A/out.tsv b/test-A/out.tsv index 32b6f7f..9a0fe3f 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -277,7 +277,7 @@ the:1.0 north:0.2222222222222222 evening:0.1111111111111111 latimer:0.1111111111111111 red:0.1111111111111111 montreal:0.2222222222222222 london:0.1111111111111111 minneapolis:0.1111111111111111 the:0.8333333333333334 naturea:0.16666666666666666 the:1.0 -middle:0.0031935094079060936 horizons:8.631106507854307e-05 duty:0.0030208872777490073 quality:0.0006041774555498015 life:0.0015535991714137752 lives:0.0006041774555498015 covering:0.00017262213015708613 prince:0.00043155532539271535 oaflession:8.631106507854307e-05 inembers:8.631106507854307e-05 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