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Update app.py
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app.py
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import streamlit as st
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st.set_page_config(page_title="Code Review Agent", layout="wide")
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st.title("π€ Code Review Agent (Hugging Face Edition)")
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st.
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pr_number = st.
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if
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with st.spinner("Fetching PR diff..."):
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import streamlit as st
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import requests
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from transformers import pipeline
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# -----------------------------
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# Load Hugging Face Model
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# -----------------------------
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@st.cache_resource
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def load_model():
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return pipeline("text2text-generation", model="google/flan-t5-small") # faster
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reviewer = load_model()
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# -----------------------------
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# Fetch PR diff from GitHub
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# -----------------------------
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def fetch_pr_diff(owner, repo, pr_number, token=None):
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url = f"https://api.github.com/repos/{owner}/{repo}/pulls/{pr_number}"
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headers = {}
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if token:
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headers["Authorization"] = f"token {token}"
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r = requests.get(url, headers=headers)
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if r.status_code != 200:
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return None, f"Error fetching PR: {r.text}"
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pr = r.json()
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diff_url = pr.get("diff_url")
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diff_r = requests.get(diff_url, headers=headers)
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if diff_r.status_code != 200:
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return None, f"Error fetching diff: {diff_r.text}"
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return diff_r.text, None
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# -----------------------------
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# Review code with LLM
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# -----------------------------
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def review_code(code_text):
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try:
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if len(code_text) > 2000:
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code_text = code_text[:2000] + "\n... [TRUNCATED] ..."
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prompt = f"""
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You are an AI code reviewer.
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Review the following GitHub Pull Request diff:
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{code_text}
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Give two things:
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1. FEEDBACK: clear review notes (issues + improvements)
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2. CODE: improved/refactored version
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Format:
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FEEDBACK:
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<feedback>
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CODE:
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<code>
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"""
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output = reviewer(prompt, max_length=700, do_sample=False)
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response = output[0]['generated_text'].strip()
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# Split output safely
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feedback, code = "", ""
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if "CODE:" in response:
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parts = response.split("CODE:", 1)
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feedback = parts[0].replace("FEEDBACK:", "").strip()
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code = parts[1].strip()
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else:
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feedback = response # fallback
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return feedback, code
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except Exception as e:
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return f"β οΈ Error during review: {str(e)}", ""
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# -----------------------------
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# Streamlit UI
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# -----------------------------
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st.set_page_config(page_title="Code Review Agent", page_icon="π€", layout="wide")
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st.title("π€ Code Review Agent (Hugging Face Edition)")
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st.write("Fetch a Pull Request from GitHub and get AI-powered review + improved code")
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with st.sidebar:
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st.header("π GitHub PR Details")
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owner = st.text_input("GitHub Repo Owner", "kumar1905")
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repo = st.text_input("GitHub Repo Name", "TEMPERATURE-CONVERTOR")
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pr_number = st.number_input("PR Number", min_value=1, value=1, step=1)
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token = st.text_input("GitHub Token (optional if public repo)", type="password")
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fetch_btn = st.button("π Fetch & Review PR")
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if fetch_btn:
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with st.spinner("Fetching PR diff..."):
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diff, err = fetch_pr_diff(owner, repo, pr_number, token)
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if err:
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st.error(err)
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else:
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st.success("β
PR diff fetched successfully!")
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with st.expander("π View Raw PR Diff"):
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st.code(diff, language="diff")
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with st.spinner("Analyzing code with Hugging Face model..."):
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feedback, code = review_code(diff)
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st.subheader("π‘ Review Feedback")
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if feedback:
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st.write(feedback)
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else:
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st.warning("No feedback generated.")
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st.subheader("β¨ Suggested Improved Code")
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if code:
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st.code(code, language="python")
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else:
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st.warning("No improved code generated.")
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