seawolf2357 commited on
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0c4b9a7
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1 Parent(s): 91e1c1a

Update app.py

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  1. app.py +22 -47
app.py CHANGED
@@ -1,49 +1,24 @@
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- import gradio as gr
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- from google.cloud import translate_v2 as translate
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- from google.oauth2 import service_account
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- from nltk import download
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- from nltk.tokenize import word_tokenize
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- from nltk.corpus import stopwords
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- from nltk import pos_tag
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- # nltk 데이터 다운로드
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- download('punkt')
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- download('averaged_perceptron_tagger')
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- download('stopwords')
 
 
 
 
 
 
 
 
 
 
 
 
 
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- def extract_keywords(text):
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- # 영어 텍스트를 토큰화
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- tokens = word_tokenize(text)
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- # 불용어 제거 및 중요 단어 추출
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- tokens = [word for word in tokens if word.isalnum() and word.lower() not in stopwords.words('english')]
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- # 품사 태깅
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- tagged = pos_tag(tokens)
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- # 명사, 고유명사, 동사 중요 키워드 추출
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- keywords = [word for word, tag in tagged if tag in ['NN', 'NNP', 'NNS', 'VB', 'VBD', 'VBG', 'VBN', 'VBP', 'VBZ']]
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- return ' '.join(keywords)
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-
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- def translate_and_extract_keywords(text, api_key):
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- # 클라이언트 설정
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- credentials_info = {'type': 'service_account', 'project_id': 'your-project-id', 'private_key_id': 'your-private-key-id', 'private_key': api_key, 'client_email': 'your-service-account-email', 'client_id': 'your-client-id', 'auth_uri': 'https://accounts.google.com/o/oauth2/auth', 'token_uri': 'https://oauth2.googleapis.com/token', 'auth_provider_x509_cert_url': 'https://www.googleapis.com/oauth2/v1/certs', 'client_x509_cert_url': 'your-cert-url'}
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- credentials = service_account.Credentials.from_service_account_info(credentials_info)
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- translate_client = translate.Client(credentials=credentials)
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- # 입력받은 한글 문장을 영어로 번역
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- result = translate_client.translate(text, target_language='en')
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- translated_text = result['translatedText']
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- # 키워드 추출
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- return extract_keywords(translated_text)
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-
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- # Gradio 인터페이스 정의
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- interface = gr.Interface(
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- fn=translate_and_extract_keywords,
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- inputs=[
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- gr.Textbox(lines=2, placeholder="한글 문장을 입력하세요..."),
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- gr.Textbox(label="Google Cloud API 키")
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- ],
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- outputs="text",
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- title="한글 문장을 영어 키워드로 번역 및 추출",
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- description="한글 문장과 Google Cloud API 키를 입력하면, 그 의미가 포함된 영어 키워드를 추출하여 출력합니다."
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- )
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-
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- # 애플리케이션 실행
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- interface.launch(share=True)
 
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+ import requests
 
 
 
 
 
 
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+ def fetch_high_quality_images(api_key, query, per_page=80):
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+ url = "https://api.pexels.com/v1/search"
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+ headers = {
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+ "Authorization": api_key
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+ }
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+ params = {
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+ "query": query,
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+ "per_page": per_page,
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+ "size": "large"
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+ }
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+ response = requests.get(url, headers=headers, params=params)
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+ if response.status_code == 200:
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+ images = response.json()['photos']
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+ for image in images:
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+ print(image['src']['original'])
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+ else:
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+ print("Error:", response.status_code)
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+ if __name__ == "__main__":
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+ api_key = "5woz23MGx1QrSY0WHFb0BRi29JvbXPu97Hg0xnklYgHUI8G0w23FKH62" # 여기에 Pexels API 키를 입력하세요.
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+ query = input("검색할 이미지의 키워드를 입력하세요: ")
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+ fetch_high_quality_images(api_key, query)