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import json | |
import os | |
import subprocess | |
import tempfile | |
from fastapi import FastAPI, HTTPException, Request | |
from huggingface_hub import HfApi, login | |
import glob | |
app = FastAPI() | |
KEY = os.environ.get("WEBHOOK_SECRET") | |
HF_READ = os.environ.get("HF_READ") | |
api = HfApi(token=HF_READ) | |
login(HF_READ) | |
LATEST_PAYLOAD = "latest_payload.json" | |
def look_up_tflite(repo_id): | |
with tempfile.TemporaryDirectory() as tmpdir: | |
repo_url = f"https://huggingface.co/{repo_id}" | |
subprocess.run(["git", "clone", repo_url, tmpdir], check=True) | |
result = subprocess.run(["ls", "-l", tmpdir], capture_output=True, text=True) | |
tflite_files = glob.glob(os.path.join(tmpdir, "*.tflite")) | |
tflite_message = "" | |
for tflite_path in tflite_files: | |
tflite_file = os.path.basename(tflite_path) | |
print(f"Found tflite file: {tflite_file}") | |
tflite_message += f" ⚙️ Found tflite file **{tflite_file}** - Running cycle estimation\n" | |
return f"```\n{result.stdout}\n```\n{tflite_message}\n(This is an automated message)" | |
def post_discussion_comment(repo_id, discussion_num, message): | |
api.comment_discussion( | |
repo_id=repo_id, | |
discussion_num=discussion_num, | |
comment=message | |
) | |
def greet_json(): | |
try: | |
with open(LATEST_PAYLOAD, "r") as file: | |
payload = json.load(file) | |
except FileNotFoundError: | |
payload = {"message": "No payload received yet"} | |
except json.JSONDecodeError: | |
payload = {"message": "Error reading payload file"} | |
return payload | |
async def handle_webhook(request: Request): | |
secret = request.headers.get("X-Webhook-Secret") | |
if secret != KEY: | |
raise HTTPException(status_code=403, detail="Invalid webhook secret") | |
try: | |
payload = await request.json() | |
except Exception: | |
raise HTTPException(status_code=400, detail="Invalid JSON payload") | |
with open(LATEST_PAYLOAD, "w") as file: | |
json.dump(payload, file) | |
# Check for "automatic model conversion succeeded" in the message | |
message = payload.get("comment", {}).get("content", "") | |
if "an automatic model conversion and evaluation has been performed and suceeded" in message: | |
# Extract repo and discussion info from payload | |
repo_id = payload.get("repo", {}).get("name", "gbahlnxp/mobilenetv1") | |
if not repo_id: | |
raise HTTPException(status_code=400, detail="Repository name missing in payload") | |
discussion_num = payload.get("discussion", {}).get("num") | |
if not discussion_num: | |
raise HTTPException(status_code=400, detail="Discussion num missing in payload") | |
try: | |
ls_result = look_up_tflite(repo_id) | |
post_discussion_comment(repo_id, discussion_num, f"❗A conversion was successful for Repo **{repo_id}** \n Starting cycle estimation \n Cloning the repo \n {ls_result}") | |
except Exception as e: | |
post_discussion_comment(repo_id, discussion_num, f"Error running ls: {e}") | |
return {"status": "success", "received": payload} |