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Merge pull request #139 from wguanicedew/master
new loki realtime logging handler
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#!/usr/bin/env python | ||
# Licensed to the Apache Software Foundation (ASF) under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, | ||
# software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
# KIND, either express or implied. See the License for the | ||
# specific language governing permissions and limitations | ||
# under the License. | ||
# | ||
# Authors: | ||
# - Wen Guan, [email protected], 2024 | ||
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"""Loki Real-time logger.""" | ||
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import atexit | ||
import gzip | ||
import json | ||
import logging | ||
import os | ||
import queue | ||
import threading | ||
import time | ||
from typing import Any | ||
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try: | ||
import requests | ||
except ImportError: | ||
logging.warning("Failed to import requests") | ||
requests = None | ||
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logger = logging.getLogger(__name__) | ||
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class PilotLokiLoggerFormatter: | ||
def format(self, record: logging.LogRecord) -> dict: | ||
""" | ||
Logging format function to convert the logging record to a dict format. | ||
:param record (LogRecord): Logging record | ||
""" | ||
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formatted = { | ||
"timestamp": record.created, | ||
"process": record.process, | ||
"thread": record.thread, | ||
"function": record.funcName, | ||
"module": record.module, | ||
"name": record.name, | ||
"level": record.levelname, | ||
} | ||
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record_keys = set(record.__dict__.keys()) | ||
for key in record_keys: | ||
if key not in formatted and key not in ['msg']: | ||
formatted[key] = getattr(record, key) | ||
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message = record.msg | ||
try: | ||
if type(message) in [dict]: | ||
msg = message.copy() | ||
elif type(message) in [str]: | ||
try: | ||
msg = json.loads(message) | ||
except Exception: | ||
msg = message | ||
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if type(msg) in [dict]: | ||
origin_message = msg.get('message', None) | ||
if origin_message is not None: | ||
formatted['message'] = origin_message | ||
msg.pop('message') | ||
for key in msg: | ||
formatted[key] = msg[key] | ||
else: | ||
formatted['message'] = message | ||
else: | ||
formatted['message'] = message | ||
except Exception as ex: | ||
logger.warning(f"Format exception: {ex}") | ||
return formatted | ||
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class PilotLokiLoggerHandler(logging.Handler): | ||
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def __init__( | ||
self, | ||
url: str, | ||
label_keys: list = None, | ||
timeout: int = 10, | ||
compressed: bool = True, | ||
name: str = 'pilot', | ||
formatter: Any = PilotLokiLoggerFormatter(), | ||
verbose: bool = False | ||
): | ||
""" | ||
Default Loki logging handler init function. | ||
:param url: The url of the Loki rest service. | ||
:param label_keys: List of keys that are allowed as labels sent to the Loki service. | ||
If empty, all keys will be allowed. | ||
:param timeout: The time period to sleep between callings to the Loki service. | ||
:param name: The name during sending logs to the Loki service. | ||
:param compressed: Whether to compress the message during sending messages to the Loki service. | ||
:param formatter: The logging formatter. | ||
:param verbose: Whether to print logs. | ||
""" | ||
super().__init__() | ||
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self._success_response_code = 204 | ||
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self.url = url | ||
self.label_keys = label_keys | ||
self.compressed = compressed | ||
self.timeout = timeout | ||
self.formatter = formatter | ||
self.verbose = verbose | ||
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self.default_keys = {"namespace": "usdf-panda", "app": name, "env": "production"} | ||
self.queue = queue.Queue() | ||
self._graceful_stop = threading.Event() | ||
if requests: | ||
self.session = requests.Session() | ||
else: | ||
self.session = None | ||
self._thread = threading.Thread(target=self._runner, daemon=True) | ||
self._thread.start() | ||
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def emit(self, record: logging.LogRecord): | ||
""" | ||
Override the logging.hander emit function to handle logging messages. | ||
:param record (LogRecord): Logging record. | ||
""" | ||
msg = self.formatter.format(record) | ||
self.queue.put(msg) | ||
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def _sleep(self, timeout: int = 10): | ||
""" | ||
A sleep function which can be interrupted. | ||
:param timeout (int): The number of seconds to sleep. | ||
""" | ||
time_start = time.time() | ||
while not self._graceful_stop.is_set(): | ||
if time.time() - time_start > timeout: | ||
break | ||
time.sleep(1) | ||
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def stop(self): | ||
""" | ||
Stop the logging handler thread and send the queued messages. | ||
""" | ||
self._graceful_stop.set() | ||
self._flush() | ||
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def _send(self, data: str): | ||
""" | ||
Send the data to the Loki service. | ||
:param data (str): The stream data is string of a dictionary. | ||
The format is a dict {"streams": [{"stream": {"label1": "value1"}, | ||
"values": [{"timestamp", "message"}, | ||
{"timestamp", "message"} | ||
] | ||
}] | ||
} | ||
""" | ||
response = None | ||
try: | ||
headers = {"Content-type": "application/json"} | ||
if self.compressed: | ||
headers["Content-Encoding"] = "gzip" | ||
data = gzip.compress(bytes(data, "utf-8")) | ||
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if self.verbose: | ||
logger.warning(f"url: {self.url}, headers: {headers}, data: {data}") | ||
if self.session: | ||
response = self.session.post(self.url, data=data, headers=headers) | ||
if response.status_code != self._success_response_code: | ||
err = f"Failed to send logs: {response.status_code}, {response.text}" | ||
raise Exception(err) | ||
else: | ||
err = "requests.Session is not initialized. Maybe requests is not imported" | ||
raise Exception(err) | ||
except Exception as e: | ||
logger.warning(f"Error while sending logs: {e}") | ||
raise e | ||
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finally: | ||
if response: | ||
response.close() | ||
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def format_stream_messages(self, msgs: list) -> str: | ||
""" | ||
Format stream messages. | ||
:param msgs (list): List of messages. | ||
""" | ||
streams = {} | ||
for msg in msgs: | ||
for k, v in self.default_keys.items(): | ||
if k not in msg: | ||
msg[k] = v | ||
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ts = str(int(msg.get("timestamp") * 1e9)) | ||
msg.pop("timestamp") | ||
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if self.label_keys: | ||
# only allowed labels will be put into the stream | ||
keys = {} | ||
others = {} | ||
for k, v in msg.items(): | ||
if k in self.label_keys: | ||
keys[k] = v | ||
else: | ||
others[k] = v | ||
message = others | ||
else: | ||
message = msg['message'] | ||
keys = msg.copy() | ||
keys.pop('message') | ||
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sorted_keys = dict(sorted(keys.items())) | ||
key = ",".join(f'{key}:{value}' for key, value in sorted_keys.items()) | ||
if key not in streams: | ||
stream = {k: str(msg[k]) for k in sorted_keys} | ||
streams[key] = {'stream': stream, 'values': []} | ||
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if type(message) in [dict] and len(message.keys()) == 1 and list(message.keys())[0] == "message": | ||
f_message = message["message"] | ||
elif type(message) not in [str]: | ||
f_message = json.dumps(message) | ||
else: | ||
f_message = message | ||
streams[key]['values'].append([ts, f_message]) | ||
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data = {"streams": []} | ||
for key, value in streams.items(): | ||
data['streams'].append(value) | ||
return json.dumps(data) | ||
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def _flush(self): | ||
""" | ||
Flush queued messages. | ||
""" | ||
msgs = [] | ||
while not self.queue.empty(): | ||
msg = self.queue.get() | ||
msgs.append(msg) | ||
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try: | ||
if msgs: | ||
stream_msgs = self.format_stream_messages(msgs) | ||
self._send(stream_msgs) | ||
except Exception as ex: | ||
logger.warning(f"Failed for sending message: {ex}") | ||
# put messages back | ||
for msg in msgs: | ||
self.queue.put(msg) | ||
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def _runner(self): | ||
""" | ||
The function for the runner thread which flushes messages in period. | ||
""" | ||
atexit.register(self._flush) | ||
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while not self._graceful_stop.is_set(): | ||
self._flush() | ||
self._sleep(self.timeout) | ||
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def setup_loki_handler(name: str) -> logging.Handler: | ||
""" | ||
Setup the Loki logger handler. | ||
:param name (str): The name of the loki logging handler. | ||
""" | ||
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loki_labelkeys = None | ||
try: | ||
label_keys = os.environ.get('LOKI_LABELKEYS', None) | ||
if label_keys: | ||
label_keys = json.loads(label_keys) | ||
loki_labelkeys = label_keys | ||
except Exception as ex: | ||
logger.warning(f'failed to load LOKI_LABELKEYS from environment: {ex}') | ||
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try: | ||
loki_period = int(os.environ.get('LOKI_PERIOD', 30)) | ||
except Exception as ex: | ||
logger.warning(f'failed to load LOKI_PERIOD from environment: {ex}') | ||
loki_period = 30 | ||
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try: | ||
loki_verbose = os.environ.get('LOKI_VERBOSE', False) | ||
if loki_verbose and loki_verbose.lower() == 'true': | ||
loki_verbose = True | ||
except Exception as ex: | ||
logger.warning(f'failed to load LOKI_VERBOSE from environment: {ex}') | ||
loki_verbose = False | ||
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_handler = PilotLokiLoggerHandler( | ||
url=os.environ.get("LOKI_URL", None), | ||
label_keys=loki_labelkeys, | ||
timeout=loki_period, | ||
formatter=PilotLokiLoggerFormatter(), | ||
compressed=False, | ||
name=name, | ||
verbose=loki_verbose | ||
) | ||
return _handler |
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