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Update translator.py
Browse files- translator.py +58 -35
translator.py
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import requests
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import os
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#
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"""
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import requests
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import os
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# Retrieve Hugging Face API token from environment variable
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API_TOKEN = os.getenv("HF_API_TOKEN")
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if not API_TOKEN:
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raise ValueError("⚠️ Error: Hugging Face API token is missing! Set the HF_API_TOKEN environment variable.")
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# Define model and API endpoint
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MODEL_ID = "bigcode/starcoder"
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API_URL = f"https://api-inference.huggingface.co/models/{MODEL_ID}"
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HEADERS = {"Authorization": f"Bearer {API_TOKEN}"}
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def translate_code(code_snippet, source_lang, target_lang):
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"""
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Translate code using Hugging Face API.
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"""
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prompt = f"Translate the following {source_lang} code to {target_lang}:\n\n{code_snippet}\n\nTranslated {target_lang} Code:\n"
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try:
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response = requests.post(API_URL, headers=HEADERS, json={"inputs": prompt})
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if response.status_code == 200:
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response_json = response.json()
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if isinstance(response_json, list) and len(response_json) > 0:
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generated_text = response_json[0].get("generated_text", "")
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translated_code = generated_text.split(f"Translated {target_lang} Code:\n")[-1].strip()
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return translated_code
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else:
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return "⚠️ Error: Unexpected response format from API."
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elif response.status_code == 400:
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return "⚠️ Error: Invalid request. Check input format."
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elif response.status_code == 401:
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return "⚠️ Error: Unauthorized. Check your API token."
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elif response.status_code == 403:
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return "⚠️ Error: Access forbidden. You may need special access to this model."
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elif response.status_code == 503:
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return "⚠️ Error: Model is loading. Please wait a moment and try again."
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else:
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return f"⚠️ Error {response.status_code}: {response.text}"
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except requests.exceptions.RequestException as e:
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return f"⚠️ Network Error: {str(e)}"
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# Example usage
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if __name__ == "__main__":
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source_code = """
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def add(a, b):
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return a + b
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"""
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translated_code = translate_code(source_code, "Python", "Java")
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print("Translated Java Code:\n", translated_code)
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