app.py

import os
import json
import subprocess
from tempfile import NamedTemporaryFile
import gradio as gr
from huggingface_hub import InferenceClient
import wandb
import shutil
import sys

# 1. Initialize W&B (free tier) for basic logging
# non-interactive login
#api_key = os.getenv("WANDB_API_KEY")
#if api_key:
#    wandb.login(key=api_key, relogin=True)
#    wandb.init(project="dipesh-gen-ai-2025-personal", entity="dipesh-gen-ai-2025")
#else:
    # disable wandb entirely if key missing
#    wandb.init(mode="disabled")

key = os.getenv("WANDB_API_KEY")
if key:
    wandb.login(key=key, relogin=True)

# Always run anonymously (no entity permission needed)
wandb.init(
    project="misra-smart-fixer",
    mode="online",
    anonymous="must"
)

# 2. Hugging Face Inference Client (CPU-only, free quota)
HF_TOKEN = os.getenv("HF_API_TOKEN")
#client = InferenceClient(model="declare-lab/flan-alpaca-gpt4", token=HF_TOKEN)
client = InferenceClient(model="codellama/CodeLlama-7b-hf", token=HF_TOKEN)

def ensure_tool(name: str):
    if shutil.which(name) is None:
        print(f"Error: `{name}` not found. Please install it and retry.", file=sys.stderr)
        sys.exit(1)

def run_cppcheck(source_code: str):
    # Check for the code checker tool
    ensure_tool("cppcheck")

    ext = ".c" if source_code.endswith(".c") else ".cpp"
    tf = NamedTemporaryFile(suffix=ext, delete=False)
    print("ext" + ext)

    tf.write(source_code.encode())
    tf.flush()
    tf.close()

    # Run Cppcheck with MISRA 2012 profile, JSON output
    # cmd = [
    #    "cppcheck", "--enable=all",
    #    "--std=c++17", "--language=c++",
    #    "--profile=misra-cpp-2012",
    #    "--template=json", tf.name
    # ]

    # select language/std/profile by extension
    if tf.name.endswith(".c"):
        lang_args = ["--std=c11", "--language=c", "--profile=misra-c-2012"]
        print("misra-c-2012")
    else:
        lang_args = ["--std=c++17", "--language=c++", "--profile=misra-cpp-2012"]
        print("misra-cpp-2012")

    cmd = ["cppcheck", "--enable=all", *lang_args, "--template=json", tf.name]

    res = subprocess.run(cmd, capture_output=True, text=True)
    try:
        issues = json.loads(res.stderr)
    except json.JSONDecodeError:
        issues = []
    return tf.name, issues

def build_prompt(filename: str, issues: list):
    with open(filename) as f:
        src = f.read()
    if not issues:
        return None

    summary = "\n".join([
        f"- {item['message']} at line {item['line']}"
        for item in issues
    ])

    # prompt = f"""
    # You are a C++ expert. The code below may violate MISRA C++:2012 rules.
    # Source code:
    # Issues:
    # {summary}
    # …"""

    # detect language from filename
    rule_set = "MISRA C:2012" if filename.endswith(".c") else "MISRA C++:2012"
    prompt = f"""
	You are a { 'C expert' if filename.endswith('.c') else 'C++ expert' } specializing in {rule_set} compliance.

	Here is the source file (`{filename}`):
	```
	{src}
	```

	The static analyzer reported the following violations:
	{summary}

	Produce a unified diff patch that fixes all violations. For each change, include a one‐sentence rationale referencing the violated rule number.
	Only return the diff. No extra commentary.
	"""

    return prompt.strip()

def predict_patch(prompt: str):
    response = client.text_generation(prompt, max_new_tokens=256)
    patch = response.generated_text
    wandb.log({"prompt": prompt, "patch": patch})
    return patch

def process_file(file_obj):
    #src = file_obj.read().decode()
    src = file_obj
    print("Source file - ")
    print(src)
    fname, issues = run_cppcheck(src)
    print("Source file issues - ")
    print(fname)
    print(issues)
    prompt = build_prompt(fname, issues)
    if prompt is None:
        return "No MISRA violations found.", None
    patch = predict_patch(prompt)
    return "Patch generated below:", patch

# Gradio UI
iface = gr.Interface(
    fn=process_file,
    inputs=gr.File(file_types=[".c", ".cpp", ".h", ".hpp"]),
    outputs=[gr.Text(), gr.Text()],
    title="MISRA Smart Fixer",
    description="Upload C/C++ code to auto-fix MISRA violations.",
    allow_flagging="never"
)

if __name__ == "__main__":
    iface.launch(server_name="0.0.0.0", server_port=7860)