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import streamlit as st |
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import requests |
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import os |
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API_TOKEN = os.getenv("HF_API_TOKEN") |
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if not API_TOKEN: |
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st.error("⚠️ API Token is missing! Please set HF_API_TOKEN as an environment variable.") |
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st.stop() |
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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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"""Translate code between languages using Hugging Face API.""" |
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prompt = f"""You are an expert AI in code translation. Convert the following {source_lang} code to {target_lang}: |
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{source_lang} Code: |
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```{source_lang.lower()} |
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{code_snippet} |
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``` |
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Now, provide the equivalent {target_lang} code: |
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""" |
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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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result = response.json() |
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if isinstance(result, list) and result: |
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generated_text = result[0].get("generated_text", "") |
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translated_code = generated_text.split(f"```{target_lang.lower()}")[-1].strip("```").strip() |
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return translated_code |
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else: |
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return "⚠️ Error: Unexpected API response format." |
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elif response.status_code == 400: |
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return "⚠️ Error: Bad request. Please check your input." |
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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 model access." |
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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"⚠️ API 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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st.title("🔄 AI Code Translator") |
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st.write("Convert code between Python, Java, C++, and C.") |
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languages = ["Python", "Java", "C++", "C"] |
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source_lang = st.selectbox("Select Source Language", languages) |
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target_lang = st.selectbox("Select Target Language", languages) |
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code_input = st.text_area("Enter your code:", height=200) |
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if st.button("Translate"): |
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if source_lang == target_lang: |
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st.warning("⚠️ Source and target languages must be different!") |
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elif not code_input.strip(): |
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st.warning("⚠️ Please enter some code before translating.") |
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else: |
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with st.spinner("Translating... ⏳"): |
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translated_code = translate_code(code_input, source_lang, target_lang) |
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st.subheader(f"Translated {target_lang} Code:") |
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st.code(translated_code, language=target_lang.lower()) |
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