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new loki realtime logging handler #139

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321 changes: 321 additions & 0 deletions pilot/util/lokirealtimelogger.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,321 @@
#!/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

"""Loki Real-time logger."""

import atexit
import gzip
import json
import logging
import os
import queue
import threading
import time
from typing import Any

try:
import requests
except ImportError:
logging.warning("Failed to import requests")
requests = None


logger = logging.getLogger(__name__)


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
"""

formatted = {
"timestamp": record.created,
"process": record.process,
"thread": record.thread,
"function": record.funcName,
"module": record.module,
"name": record.name,
"level": record.levelname,
}

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)

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

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


class PilotLokiLoggerHandler(logging.Handler):

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__()

self._success_response_code = 204

self.url = url
self.label_keys = label_keys
self.compressed = compressed
self.timeout = timeout
self.formatter = formatter
self.verbose = verbose

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()

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)

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)

def stop(self):
"""
Stop the logging handler thread and send the queued messages.
"""
self._graceful_stop.set()
self._flush()

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"))

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

finally:
if response:
response.close()

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

ts = str(int(msg.get("timestamp") * 1e9))
msg.pop("timestamp")

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')

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': []}

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])

data = {"streams": []}
for key, value in streams.items():
data['streams'].append(value)
return json.dumps(data)

def _flush(self):
"""
Flush queued messages.
"""
msgs = []
while not self.queue.empty():
msg = self.queue.get()
msgs.append(msg)

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)

def _runner(self):
"""
The function for the runner thread which flushes messages in period.
"""
atexit.register(self._flush)

while not self._graceful_stop.is_set():
self._flush()
self._sleep(self.timeout)


def setup_loki_handler(name: str) -> logging.Handler:
"""
Setup the Loki logger handler.

:param name (str): The name of the loki logging handler.
"""

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}')

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

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

_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
39 changes: 3 additions & 36 deletions pilot/util/realtimelogger.py
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@
pass

try:
from loki_logger_handler.loki_logger_handler import LokiLoggerHandler
from pilot.util.lokirealtimelogger import setup_loki_handler
except ImportError:
pass

Expand Down Expand Up @@ -195,7 +195,8 @@ def __init__(self, args: Any, info_dic: dict, workdir: str, secrets: str, level:
database_path='logstash_test.db'
)
elif logtype == 'loki':
_handler = self.setup_loki_handler()
logger.info("setting up loki handler")
_handler = setup_loki_handler(name)
else:
logger.warning(f'unknown logtype: {logtype}')
_handler = None
Expand All @@ -207,40 +208,6 @@ def __init__(self, args: Any, info_dic: dict, workdir: str, secrets: str, level:
RealTimeLogger.glogger = None
del self

def setup_loki_handler(self):
"""Setup the Loki logger handler."""
loki_labels = {'application': 'PanDA_Pilot', 'envirnment': 'Production'}
try:
labels = os.environ.get('LOKI_LABELS', {})
if labels:
labels = json.loads(labels)
loki_labels = labels
except Exception as ex:
logger.warning(f'failed to load LOKI_LABELS from environment: {ex}')

loki_labelkeys = ['application', 'environment']
try:
labelkeys = os.environ.get('LOKI_LABELKEYS', {})
if labelkeys:
labelkeys = json.loads(labelkeys)
loki_labelkeys = labelkeys
except Exception as ex:
logger.warning(f'failed to load LOKI_LABELKEYS from environment: {ex}')

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

_handler = LokiLoggerHandler(
url=os.environ["LOKI_URL"],
labels=loki_labels,
labelKeys=loki_labelkeys,
timeout=loki_period
)
return _handler

def cleanup(self):
"""Clean-up."""
# close open files, if anything is still open
Expand Down
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