hehehwang / code2fingerprint-BE

code2fingerprint-BE

python app.py

• 코드 분석

  • Request:
    • /api/sourceCodeAnalysis, POST
    • body: {"source_code": source code encoded by base64}
  • Response:
    • {'original_source_code': sourceCode, 'content': Fingerprint, 'status': 'success'}
  • Example:
    • Request: { "source_code": "ZGVmIGdldEZhY3RvcmlhbChuKToKICAgIGlmIG4gPT0gMDoKICAgICAgICByZXR1cm4gMQogICAgZWxzZToKICAgICAgICByZXR1cm4gbiAqIGdldEZhY3RvcmlhbChuLTEp" }
    • Response: {"original_source_code": "def getFactorial(n):\n if n == 0:\n return 1\n else:\n return n * getFactorial(n-1)", "content": [{"method_name": "getFactorial", "source_code": "def getFactorial(n):\n if n == 0:\n return 1\n else:\n return n * getFactorial(n - 1)", "parsed_line": "get|factorial <STR>,arg|arguments|FunctionDef|If|Compare|Name,<VAR> <STR>,arg|arguments|FunctionDef|If|Return|Constant,<NUM> <STR>,arg|arguments|FunctionDef|If|Return|BinOp|Name,<VAR> <STR>,...","fingerprint": [0.019621573388576508, -0.2939915060997009, ...], "predicted": "factorial"}], "status": "success"}

• 코드 비교

  • Request:
    • /api/similarity, POST
    • body: { "original_source_code": source code encoded base64 "target_source_code": source code encoded base64 "similarity_threshold": threshold to judge its method similar }
  • Response:
  • {"status": "success", "content": , "length": }
  • Example:
    • Request: { "original_source_code": "from tensorflow.keras.utils import get_file
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.utils import to_categorical
import numpy as np
import tarfile
from nltk import FreqDist
from functools import reduce
import os
import re
import matplotlib.pyplot as plt

path = get_file('babi-tasks-v1-2.tar.gz', origin='https://s3.amazonaws.com/text-datasets/'
                'babi_tasks_1-20_v1-2.tar.gz')

with tarfile.open(path) as tar:
 tar.extractall()
 tar.close()

DATA_DIR = 'tasks_1-20_v1-2/en-10k'
TRAIN_FILE = os.path.join(DATA_DIR, "qa1_single-supporting-fact_train.txt")
TEST_FILE = os.path.join(DATA_DIR, "qa1_single-supporting-fact_test.txt")

i = 0
lines = open(TRAIN_FILE , "rb")
for line in lines:
    line = line.decode("utf-8").strip()
    # lno, text = line.split(" ", 1) # ID와 TEXT 분리
    i = i + 1
    print(line)
    if i == 20:
      break

def read_data(dir):
    stories, questions, answers = [], [], [] # 각각 스토리, 질문, 답변을 저장할 예정
    story_temp = [] # 현재 시점의 스토리 임시 저장
    lines = open(dir, "rb")

    for line in lines:
        line = line.decode("utf-8") # b' 제거
        line = line.strip() # '\n' 제거
        idx, text = line.split(" ", 1) # 맨 앞에 있는 id number 분리
        # 여기까지는 모든 줄에 적용되는 전처리

        if int(idx) == 1:
            story_temp = []

        if "\t" in text: # 현재 읽는 줄이 질문 (tab) 답변 (tab)인 경우
            question, answer, _ = text.split("\t") # 질문과 답변을 각각 저장
            stories.append([x for x in story_temp if x]) # 지금까지의 누적 스토리를 스토리에 저장
            questions.append(question)
            answers.append(answer)

        else: # 현재 읽는 줄이 스토리인 경우
            story_temp.append(text) # 임시 저장

    lines.close()
    return stories, questions, answers

train_data = read_data(TRAIN_FILE)
test_data = read_data(TEST_FILE)

train_stories, train_questions, train_answers = read_data(TRAIN_FILE)
test_stories, test_questions, test_answers = read_data(TEST_FILE)

print('훈련용 스토리의 개수 :', len(train_stories))
print('훈련용 질문의 개수 :',len(train_questions))
print('훈련용 답변의 개수 :',len(train_answers))
print('테스트용 스토리의 개수 :',len(test_stories))
print('테스트용 질문의 개수 :',len(test_questions))
print('테스트용 답변의 개수 :',len(test_answers))

train_stories[3576]

['John went back to the garden.',
 'Mary went to the kitchen.',
 'Sandra went back to the bedroom.',
 'John travelled to the bedroom.']

train_questions[3576]

'Where is John? '

train_answers[3576]

'bedroom'

def tokenize(sent):
    return [ x.strip() for x in re.split('(\W+)?', sent) if x.strip()]

def preprocess_data(train_data, test_data):
    counter = FreqDist()

    # 두 문장의 story를 하나의 문장으로 통합하는 함수
    flatten = lambda data: reduce(lambda x, y: x + y, data)

    # 각 샘플의 길이를 저장하는 리스트
    story_len = []
    question_len = []

    for stories, questions, answers in [train_data, test_data]:
        for story in stories:
            stories = tokenize(flatten(story)) # 스토리의 문장들을 펼친 후 토큰화
            story_len.append(len(stories)) # 각 story의 길이 저장
            for word in stories: # 단어 집합에 단어 추가
                counter[word] += 1
        for question in questions:
            question = tokenize(question)
            question_len.append(len(question))
            for word in question:
                counter[word] += 1
        for answer in answers:
            answer = tokenize(answer)
            for word in answer:
                counter[word] += 1

    # 단어 집합 생성
    word2idx = {word : (idx + 1) for idx, (word, _) in enumerate(counter.most_common())}
    idx2word = {idx : word for word, idx in word2idx.items()}

    # 가장 긴 샘플의 길이
    story_max_len = np.max(story_len)
    question_max_len = np.max(question_len)

    return word2idx, idx2word, story_max_len, question_max_len

word2idx, idx2word, story_max_len, question_max_len = preprocess_data(train_data, test_data)

print(word2idx)

vocab_size = len(word2idx) + 1

print('스토리의 최대 길이 :',story_max_len)
print('질문의 최대 길이 :',question_max_len)

def vectorize(data, word2idx, story_maxlen, question_maxlen):
    Xs, Xq, Y = [], [], []
    flatten = lambda data: reduce(lambda x, y: x + y, data)

    stories, questions, answers = data
    for story, question, answer in zip(stories, questions, answers):
        xs = [word2idx[w] for w in tokenize(flatten(story))]
        xq = [word2idx[w] for w in tokenize(question)]
        Xs.append(xs)
        Xq.append(xq)
        Y.append(word2idx[answer])

        # 스토리와 질문은 각각의 최대 길이로 패딩
        # 정답은 원-핫 인코딩
    return pad_sequences(Xs, maxlen=story_maxlen),\
           pad_sequences(Xq, maxlen=question_maxlen),\
           to_categorical(Y, num_classes=len(word2idx) + 1)

Xstrain, Xqtrain, Ytrain = vectorize(train_data, word2idx, story_max_len, question_max_len)
Xstest, Xqtest, Ytest = vectorize(test_data, word2idx, story_max_len, question_max_len)

print(Xstrain.shape, Xqtrain.shape, Ytrain.shape, Xstest.shape, Xqtest.shape, Ytest.shape)

from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.layers import Embedding
from tensorflow.keras.layers import Permute, dot, add, concatenate
from tensorflow.keras.layers import LSTM, Dense, Dropout, Input, Activation

# 에포크 횟수
train_epochs = 120
# 배치 크기
batch_size = 32
# 임베딩 크기
embed_size = 50
# LSTM의 크기
lstm_size = 64
# 과적합 방지 기법인 드롭아웃 적용 비율
dropout_rate = 0.30

# 플레이스 홀더. 입력을 담는 변수
input_sequence = Input((story_max_len,))
question = Input((question_max_len,))

print('Stories :', input_sequence)
print('Question:', question)

# 스토리를 위한 첫번째 임베딩. 그림에서의 Embedding A
input_encoder_m = Sequential()
input_encoder_m.add(Embedding(input_dim=vocab_size,
                              output_dim=embed_size))
input_encoder_m.add(Dropout(dropout_rate))
# 결과 : (samples, story_max_len, embedding_dim) / 샘플의 수, 문장의 최대 길이, 임베딩 벡터의 차원

# 스토리를 위한 두번째 임베딩. 그림에서의 Embedding C
# 임베딩 벡터의 차원을 question_max_len(질문의 최대 길이)로 한다.
input_encoder_c = Sequential()
input_encoder_c.add(Embedding(input_dim=vocab_size,
                              output_dim=question_max_len))
input_encoder_c.add(Dropout(dropout_rate))
# 결과 : (samples, story_max_len, question_max_len) / 샘플의 수, 문장의 최대 길이, 질문의 최대 길이(임베딩 벡터의 차원)

# 질문을 위한 임베딩. 그림에서의 Embedding B
question_encoder = Sequential()
question_encoder.add(Embedding(input_dim=vocab_size,
                               output_dim=embed_size,
                               input_length=question_max_len))
question_encoder.add(Dropout(dropout_rate))
# 결과 : (samples, question_max_len, embedding_dim) / 샘플의 수, 질문의 최대 길이, 임베딩 벡터의 차원

# 실질적인 임베딩 과정
input_encoded_m = input_encoder_m(input_sequence)
input_encoded_c = input_encoder_c(input_sequence)
question_encoded = question_encoder(question)

print('Input encoded m', input_encoded_m)
print('Input encoded c', input_encoded_c)
print('Question encoded', question_encoded)

# build the final model
model = Model([input_sequence, question], answer)
model.compile(optimizer='rmsprop', loss='categorical_crossentropy',
              metrics=['acc'])

print(model.summary())

# start training the model
history = model.fit([Xstrain, Xqtrain],
         Ytrain, batch_size, train_epochs,
         validation_data=([Xstest, Xqtest], Ytest))

# save model
model.save('model.h5')

# plot accuracy and loss plot
plt.subplot(211)
plt.title("Accuracy")
plt.plot(history.history["acc"], color="g", label="train")
plt.plot(history.history["val_acc"], color="b", label="validation")
plt.legend(loc="best")

plt.subplot(212)
plt.title("Loss")
plt.plot(history.history["loss"], color="g", label="train")
plt.plot(history.history["val_loss"], color="b", label="validation")
plt.legend(loc="best")

plt.tight_layout()
plt.show()

# labels
ytest = np.argmax(Ytest, axis=1)

# get predictions
Ytest_ = model.predict([Xstest, Xqtest])
ytest_ = np.argmax(Ytest_, axis=1)


from ckonlpy.tag import Twitter
twitter = Twitter()
twitter.morphs('은경이는 사무실로 갔습니다.')

['은', '경이', '는', '사무실', '로', '갔습니다', '.']

twitter.add_dictionary('은경이', 'Noun')

twitter.morphs('은경이는 사무실로 갔습니다.')

['은경이', '는', '사무실', '로', '갔습니다', '.']

from ckonlpy.tag import Twitter
from tensorflow.keras.utils import get_file
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.utils import to_categorical
import numpy as np
from nltk import FreqDist
from functools import reduce
import os
import re
import matplotlib.pyplot as plt

TRAIN_FILE = os.path.join("qa1_single-supporting-fact_train_kor.txt")
TEST_FILE = os.path.join("qa1_single-supporting-fact_test_kor.txt")

i = 0
lines = open(TRAIN_FILE , "rb")
for line in lines:
    line = line.decode("utf-8").strip()
    i = i + 1
    print(line)
    if i == 20:
      break

train_data = read_data(TRAIN_FILE)
test_data = read_data(TEST_FILE)

train_stories, train_questions, train_answers = read_data(TRAIN_FILE)
test_stories, test_questions, test_answers = read_data(TEST_FILE)

print('훈련용 스토리의 개수 :', len(train_stories))
print('훈련용 질문의 개수 :',len(train_questions))
print('훈련용 답변의 개수 :',len(train_answers))
print('테스트용 스토리의 개수 :',len(test_stories))
print('테스트용 질문의 개수 :',len(test_questions))
print('테스트용 답변의 개수 :',len(test_answers))

train_stories[3572]

['은경이는 부엌으로 가버렸습니다.',
 '필웅이는 사무실로 가버렸습니다.',
 '수종이는 복도로 뛰어갔습니다.',
 '은경이는 사무실로 복귀했습니다.',
 '경임이는 사무실로 이동했습니다.',
 '경임이는 침실로 갔습니다.']

train_questions[3572]

train_answers[3572]

사무실

def tokenize(sent):
    return [ x.strip() for x in re.split('(\W+)?', sent) if x.strip()]

word2idx, idx2word, story_max_len, question_max_len = preprocess_data(train_data, test_data)

print(word2idx)

twitter = Twitter()

print(twitter.morphs('은경이는 화장실로 이동했습니다.'))
print(twitter.morphs('경임이는 정원으로 가버렸습니다.'))
print(twitter.morphs('수종이는 복도로 뛰어갔습니다.'))
print(twitter.morphs('필웅이는 부엌으로 복귀했습니다.'))
print(twitter.morphs('수종이는 사무실로 갔습니다.'))
print(twitter.morphs('은경이는 침실로 갔습니다.'))

twitter.add_dictionary('은경이', 'Noun')
twitter.add_dictionary('경임이', 'Noun')
twitter.add_dictionary('수종이', 'Noun')

print(twitter.morphs('은경이는 화장실로 이동했습니다.'))
print(twitter.morphs('경임이는 정원으로 가버렸습니다.'))
print(twitter.morphs('수종이는 복도로 뛰어갔습니다.'))
print(twitter.morphs('필웅이는 부엌으로 복귀했습니다.'))
print(twitter.morphs('수종이는 사무실로 갔습니다.'))
print(twitter.morphs('은경이는 침실로 갔습니다.'))

def tokenize(sent):
    return twitter.morphs(sent)

word2idx, idx2word, story_max_len, question_max_len = preprocess_data(train_data, test_data)

print(word2idx)

vocab_size = len(word2idx) + 1
print(vocab_size)

print('스토리의 최대 길이 :',story_max_len)
print('질문의 최대 길이 :',question_max_len)

Xstrain, Xqtrain, Ytrain = vectorize(train_data, word2idx, story_max_len, question_max_len)
Xstest, Xqtest, Ytest = vectorize(test_data, word2idx, story_max_len, question_max_len)

print(Xstrain.shape, Xqtrain.shape, Ytrain.shape, Xstest.shape, Xqtest.shape, Ytest.shape)

from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.layers import Embedding
from tensorflow.keras.layers import Permute, dot, add, concatenate
from tensorflow.keras.layers import LSTM, Dense, Dropout, Input, Activation

# 에포크 횟수
train_epochs = 120
# 배치 크기
batch_size = 32
# 임베딩 크기
embed_size = 50
# LSTM의 크기
lstm_size = 64
# 과적합 방지 기법인 드롭아웃 적용 비율
dropout_rate = 0.30

# 플레이스 홀더. 입력을 담는 변수
input_sequence = Input((story_max_len,))
question = Input((question_max_len,))

print('Stories :', input_sequence)
print('Question:', question)

# 스토리를 위한 첫번째 임베딩. 그림에서의 Embedding A
input_encoder_m = Sequential()
input_encoder_m.add(Embedding(input_dim=vocab_size,
                              output_dim=embed_size))
input_encoder_m.add(Dropout(dropout_rate))
# 결과 : (samples, story_max_len, embedding_dim) / 샘플의 수, 문장의 최대 길이, 임베딩 벡터의 차원

# 스토리를 위한 두번째 임베딩. 그림에서의 Embedding C
# 임베딩 벡터의 차원을 question_max_len(질문의 최대 길이)로 한다.
input_encoder_c = Sequential()
input_encoder_c.add(Embedding(input_dim=vocab_size,
                              output_dim=question_max_len))
input_encoder_c.add(Dropout(dropout_rate))
# 결과 : (samples, story_max_len, question_max_len) / 샘플의 수, 문장의 최대 길이, 질문의 최대 길이(임베딩 벡터의 차원)

# 질문을 위한 임베딩. 그림에서의 Embedding B
question_encoder = Sequential()
question_encoder.add(Embedding(input_dim=vocab_size,
                               output_dim=embed_size,
                               input_length=question_max_len))
question_encoder.add(Dropout(dropout_rate))
# 결과 : (samples, question_max_len, embedding_dim) / 샘플의 수, 질문의 최대 길이, 임베딩 벡터의 차원

# 실질적인 임베딩 과정
input_encoded_m = input_encoder_m(input_sequence)
input_encoded_c = input_encoder_c(input_sequence)
question_encoded = question_encoder(question)

print('Input encoded m', input_encoded_m)
print('Input encoded c', input_encoded_c)
print('Question encoded', question_encoded)

# 스토리 단어들과 질문 단어들 간의 유사도를 구하는 과정
# 유사도는 내적을 사용한다.
match = dot([input_encoded_m, question_encoded], axes=-1, normalize=False)
match = Activation('softmax')(match)
print('Match shape', match)
# 결과 : (samples, story_maxlen, question_max_len) / 샘플의 수, 문장의 최대 길이, 질문의 최대 길이

# add the match matrix with the second input vector sequence
response = add([match, input_encoded_c])  # (samples, story_max_len, question_max_len)
response = Permute((2, 1))(response)  # (samples, question_max_len, story_max_len)
print('Response shape', response)

# concatenate the response vector with the question vector sequence
answer = concatenate([response, question_encoded])
print('Answer shape', answer)

answer = LSTM(lstm_size)(answer)  # Generate tensors of shape 32
answer = Dropout(dropout_rate)(answer)
answer = Dense(vocab_size)(answer)  # (samples, vocab_size)
# we output a probability distribution over the vocabulary
answer = Activation('softmax')(answer)

# build the final model
model = Model([input_sequence, question], answer)
model.compile(optimizer='rmsprop', loss='categorical_crossentropy',
              metrics=['acc'])

print(model.summary())

# start training the model
history = model.fit([Xstrain, Xqtrain],
         Ytrain, batch_size, train_epochs,
         validation_data=([Xstest, Xqtest], Ytest))

# save model
model.save('model.h5')

# plot accuracy and loss plot
plt.subplot(211)
plt.title("Accuracy")
plt.plot(history.history["acc"], color="g", label="train")
plt.plot(history.history["val_acc"], color="b", label="validation")
plt.legend(loc="best")

plt.subplot(212)
plt.title("Loss")
plt.plot(history.history["loss"], color="g", label="train")
plt.plot(history.history["val_loss"], color="b", label="validation")
plt.legend(loc="best")

plt.tight_layout()
plt.show()

# labels
ytest = np.argmax(Ytest, axis=1)

# get predictions
Ytest_ = model.predict([Xstest, Xqtest])
ytest_ = np.argmax(Ytest_, axis=1)

NUM_DISPLAY = 30

print("{:18}|{:5}|{}".format("질문", "실제값", "예측값"))
print(39 * "-")

for i in range(NUM_DISPLAY):
    question = " ".join([idx2word[x] for x in Xqtest[i].tolist()])
    label = idx2word[ytest[i]]
    prediction = idx2word[ytest_[i]]
    print("{:20}: {:7} {}".format(question, label, prediction))

", "target_source_code": "# © 2020 지성. all rights reserved.
# <llllllllll@kakao.com>
# MIT License

from functools import reduce
import os
import argparse

from nltk import FreqDist
import numpy as np
from ckonlpy.tag import Twitter
from tensorflow.keras.preprocessing.sequence import pad_sequences
from tensorflow.keras.utils import to_categorical
from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.layers import Embedding
from tensorflow.keras.layers import Permute, dot, add, concatenate
from tensorflow.keras.layers import LSTM, Dense, Dropout, Input, Activation

def read_data(dir):
    stories, questions, answers = [], [], []
    story_temp = []
    lines = open(dir, 'rb')

    for line in lines:
        line = line.decode('utf-8')
        line = line.strip()
        idx, text = line.split(' ', 1)

        if int(idx) == 1:
            story_temp = []

        if '\t' in text:
            question, answer, _ = text.split('\t')
            stories.append([i for i in story_temp if i])
            questions.append(question)
            answers.append(answer)
        else:
            story_temp.append(text)

    lines.close()
    return stories, questions, answers

def tokenize(twitter, sent):
    return twitter.morphs(sent)

def preprocess_data(twitter, train_data, test_data):
    counter = FreqDist()
    flatten = lambda data: reduce(lambda x, y: x + y, data)

    story_len = []
    question_len = []

    for stories, questions, answers in [train_data, test_data]:
        for story in stories:
            stories = tokenize(twitter, flatten(story))
            story_len.append(len(stories))
            for word in stories:
                counter[word] += 1
        for question in questions:
            question = tokenize(twitter, question)
            question_len.append(len(question))
            for word in question:
                counter[word] += 1
        for answer in answers:
            answer = tokenize(twitter, answer)
            for word in answer:
                counter[word] += 1

    word2idx = {word : (idx + 1) for idx, (word, _) in enumerate(counter.most_common())}
    idx2word = {idx : word for word, idx in word2idx.items()}

    story_max_len = np.max(story_len)
    question_max_len = np.max(question_len)

    return word2idx, idx2word, story_max_len, question_max_len

def vectorize(twitter, data, word2idx, story_maxlen, question_maxlen):
    Xs, Xq, Y = [], [], []
    flatten = lambda data: reduce(lambda x, y: x + y, data)

    stories, questions, answers = data
    for story, question, answer in zip(stories, questions, answers):
        xs = [word2idx[i] for i in tokenize(twitter, flatten(story))]
        xq = [word2idx[i] for i in tokenize(twitter, question)]
        Xs.append(xs)
        Xq.append(xq)
        Y.append(word2idx[answer])

    return pad_sequences(Xs, maxlen=story_maxlen), \
           pad_sequences(Xq, maxlen=question_maxlen), \
           to_categorical(Y, num_classes=len(word2idx) + 1)

def main():
    parser = argparse.ArgumentParser()
    parser.add_argument('--train-file', required=True)
    parser.add_argument('--test-file', required=True)
    parser.add_argument('--epochs', type=int, default=120)
    parser.add_argument('--batch-size', type=int, default=32)
    parser.add_argument('--embed-size', type=int, default=50)
    parser.add_argument('--lstm-size', type=int, default=64)
    parser.add_argument('--dropout-rate', type=int, default=0.3)

    args = parser.parse_args()
    train_file = os.path.join(args.train_file)
    test_file = os.path.join(args.test_file)
    epochs = args.epochs
    batch_size = args.batch_size
    embed_size = args.embed_size
    lstm_size = args.lstm_size
    dropout_rate = args.dropout_rate

    train_data = read_data(train_file)
    test_data = read_data(test_file)

    twitter = Twitter()
    twitter.add_dictionary('은경이', 'Noun')
    twitter.add_dictionary('경임이', 'Noun')
    twitter.add_dictionary('수종이', 'Noun')

    word2idx, idx2word, story_max_len, question_max_len = \
        preprocess_data(twitter, train_data, test_data)

    vocab_size = len(word2idx) + 1

    Xstrain, Xqtrain, Ytrain = vectorize(
        twitter,
        train_data,
        word2idx,
        story_max_len,
        question_max_len
    )
    Xstest, Xqtest, Ytest = vectorize(
        twitter,
        test_data,
        word2idx,
        story_max_len,
        question_max_len
    )

    input_sequence = Input((story_max_len,))
    question = Input((question_max_len,))

    input_encoder_m = Sequential()
    input_encoder_m.add(Embedding(
        input_dim=vocab_size,
        output_dim=embed_size)
    )
    input_encoder_m.add(Dropout(dropout_rate))

    input_encoder_c = Sequential()
    input_encoder_c.add(Embedding(
        input_dim=vocab_size,
        output_dim=question_max_len)
    )
    input_encoder_c.add(Dropout(dropout_rate))

    question_encoder = Sequential()
    question_encoder.add(Embedding(
        input_dim=vocab_size,
        output_dim=embed_size,
        input_length=question_max_len)
    )
    question_encoder.add(Dropout(dropout_rate))

    input_encoded_m = input_encoder_m(input_sequence)
    input_encoded_c = input_encoder_c(input_sequence)
    question_encoded = question_encoder(question)

    match = dot([input_encoded_m, question_encoded], axes=-1, normalize=False)
    match = Activation('softmax')(match)

    response = add([match, input_encoded_c])
    response = Permute((2, 1))(response)

    answer = concatenate([response, question_encoded])
    answer = LSTM(lstm_size)(answer)
    answer = Dropout(dropout_rate)(answer)
    answer = Dense(vocab_size)(answer)
    answer = Activation('softmax')(answer)

    model = Model([input_sequence, question], answer)
    model.compile(
        optimizer='rmsprop',
        loss='categorical_crossentropy',
        metrics=['acc']
    )

    model.fit(
        [Xstrain, Xqtrain],
        Ytrain,
        batch_size,
        epochs,
        validation_data=([Xstest, Xqtest], Ytest)
    )

    model.save('model.h5')

    ytest = np.argmax(Ytest, axis=1)
    Ytest_ = model.predict([Xstest, Xqtest])
    ytest_ = np.argmax(Ytest_, axis=1)

    NUM_DISPLAY = 30

    print('질문                       |실제값     |예측값')
    print('-' * 46)

    for i in range(NUM_DISPLAY):
        question = ' '.join([idx2word[j] for j in Xqtest[i].tolist()])
        label = idx2word[ytest[i]]
        prediction = idx2word[ytest_[i]]
        if len(label) == 2:
            print(f'{question:20}: {label:8} {prediction}')
        else:
            print(f'{question:20}: {label:7} {prediction}')

if __name__ == '__main__':
    main()", "similarity_threshold": "50" }
    • Response: {"status": "success", "content": [{"original": "read_data", "target": "read_data", "difference": 12.93}, {"original": "tokenize", "target": "tokenize", "difference": 48.39}, {"original": "preprocess_data", "target": "preprocess_data", "difference": 18.94}, {"original": "vectorize", "target": "vectorize", "difference": 15.15}], "length": 4}