Spaces:
Running
Running
# A JSON logger that sends data to remote endpoint. | |
# Architecturally, it hosts a background thread that sends logs to a remote endpoint. | |
import os | |
import json | |
import requests | |
import threading | |
import queue | |
import logging | |
_global_logger = None | |
def get_remote_logger(): | |
global _global_logger | |
if _global_logger is None: | |
if url := os.environ.get("REMOTE_LOGGER_URL"): | |
logging.info(f"Remote logger enabled, sending data to {url}") | |
_global_logger = RemoteLogger(url=url) | |
else: | |
_global_logger = EmptyLogger() | |
return _global_logger | |
class EmptyLogger: | |
"""Dummy logger that does nothing.""" | |
def __init__(self): | |
pass | |
def log(self, _data: dict): | |
pass | |
class RemoteLogger: | |
"""A JSON logger that sends data to remote endpoint.""" | |
def __init__(self, url: str): | |
self.url = url | |
self.logs = queue.Queue() | |
self.thread = threading.Thread(target=self._send_logs, daemon=True) | |
self.thread.start() | |
def log(self, data: dict): | |
self.logs.put_nowait(data) | |
def _send_logs(self): | |
while True: | |
data = self.logs.get() | |
# process the data by keep only the top level fields, and turn any nested dict into a string | |
for key, value in data.items(): | |
if isinstance(value, (dict, list, tuple)): | |
data[key] = json.dumps(value, ensure_ascii=False) | |
try: | |
requests.post(self.url, json=data) | |
except Exception: | |
logging.exception("Failed to send logs to remote endpoint") | |