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dogstatsd.py
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dogstatsd.py
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#!/opt/datadog-agent/embedded/bin/python
"""
A Python Statsd implementation with some datadog special sauce.
"""
# set up logging before importing any other components
from config import initialize_logging # noqa
initialize_logging('dogstatsd')
from utils.proxy import set_no_proxy_settings # noqa
set_no_proxy_settings()
# stdlib
import logging
import optparse
import os
import select
import signal
import socket
import sys
import threading
from time import sleep, time
from urllib import urlencode
import zlib
# For pickle & PID files, see issue 293
os.umask(022)
# 3rd party
import requests
import simplejson as json
# project
from aggregator import get_formatter, MetricsBucketAggregator
from checks.check_status import DogstatsdStatus
from config import get_config, get_version
from daemon import AgentSupervisor, Daemon
from util import chunks, get_hostname, get_uuid, plural
from utils.pidfile import PidFile
# urllib3 logs a bunch of stuff at the info level
requests_log = logging.getLogger("requests.packages.urllib3")
requests_log.setLevel(logging.WARN)
requests_log.propagate = True
log = logging.getLogger('dogstatsd')
# Dogstatsd constants in seconds
DOGSTATSD_FLUSH_INTERVAL = 10
DOGSTATSD_AGGREGATOR_BUCKET_SIZE = 10
WATCHDOG_TIMEOUT = 120
UDP_SOCKET_TIMEOUT = 5
# Since we call flush more often than the metrics aggregation interval, we should
# log a bunch of flushes in a row every so often.
FLUSH_LOGGING_PERIOD = 70
FLUSH_LOGGING_INITIAL = 10
FLUSH_LOGGING_COUNT = 5
EVENT_CHUNK_SIZE = 50
COMPRESS_THRESHOLD = 1024
def serialize_metrics(metrics):
serialized = json.dumps({"series": metrics})
if len(serialized) > COMPRESS_THRESHOLD:
headers = {'Content-Type': 'application/json',
'Content-Encoding': 'deflate'}
serialized = zlib.compress(serialized)
else:
headers = {'Content-Type': 'application/json'}
return serialized, headers
def serialize_event(event):
return json.dumps(event)
class Reporter(threading.Thread):
"""
The reporter periodically sends the aggregated metrics to the
server.
"""
def __init__(self, interval, metrics_aggregator, api_host, api_key=None,
use_watchdog=False, event_chunk_size=None):
threading.Thread.__init__(self)
self.interval = int(interval)
self.finished = threading.Event()
self.metrics_aggregator = metrics_aggregator
self.flush_count = 0
self.log_count = 0
self.watchdog = None
if use_watchdog:
from util import Watchdog
self.watchdog = Watchdog(WATCHDOG_TIMEOUT)
self.api_key = api_key
self.api_host = api_host
self.event_chunk_size = event_chunk_size or EVENT_CHUNK_SIZE
def stop(self):
log.info("Stopping reporter")
self.finished.set()
def run(self):
log.info("Reporting to %s every %ss" % (self.api_host, self.interval))
log.debug("Watchdog enabled: %s" % bool(self.watchdog))
# Persist a start-up message.
DogstatsdStatus().persist()
while not self.finished.isSet(): # Use camel case isSet for 2.4 support.
self.finished.wait(self.interval)
self.metrics_aggregator.send_packet_count('datadog.dogstatsd.packet.count')
self.flush()
if self.watchdog:
self.watchdog.reset()
# Clean up the status messages.
log.debug("Stopped reporter")
DogstatsdStatus.remove_latest_status()
def flush(self):
try:
self.flush_count += 1
self.log_count += 1
packets_per_second = self.metrics_aggregator.packets_per_second(self.interval)
packet_count = self.metrics_aggregator.total_count
metrics = self.metrics_aggregator.flush()
count = len(metrics)
if self.flush_count % FLUSH_LOGGING_PERIOD == 0:
self.log_count = 0
if count:
self.submit(metrics)
events = self.metrics_aggregator.flush_events()
event_count = len(events)
if event_count:
self.submit_events(events)
service_checks = self.metrics_aggregator.flush_service_checks()
service_check_count = len(service_checks)
if service_check_count:
self.submit_service_checks(service_checks)
should_log = self.flush_count <= FLUSH_LOGGING_INITIAL or self.log_count <= FLUSH_LOGGING_COUNT
log_func = log.info
if not should_log:
log_func = log.debug
log_func("Flush #%s: flushed %s metric%s, %s event%s, and %s service check run%s" % (self.flush_count, count, plural(count), event_count, plural(event_count), service_check_count, plural(service_check_count)))
if self.flush_count == FLUSH_LOGGING_INITIAL:
log.info("First flushes done, %s flushes will be logged every %s flushes." % (FLUSH_LOGGING_COUNT, FLUSH_LOGGING_PERIOD))
# Persist a status message.
packet_count = self.metrics_aggregator.total_count
DogstatsdStatus(
flush_count=self.flush_count,
packet_count=packet_count,
packets_per_second=packets_per_second,
metric_count=count,
event_count=event_count,
service_check_count=service_check_count,
).persist()
except Exception:
if self.finished.isSet():
log.debug("Couldn't flush metrics, but that's expected as we're stopping")
else:
log.exception("Error flushing metrics")
def submit(self, metrics):
body, headers = serialize_metrics(metrics)
params = {}
if self.api_key:
params['api_key'] = self.api_key
url = '%s/api/v1/series?%s' % (self.api_host, urlencode(params))
self.submit_http(url, body, headers)
def submit_events(self, events):
headers = {'Content-Type':'application/json'}
event_chunk_size = self.event_chunk_size
for chunk in chunks(events, event_chunk_size):
payload = {
'apiKey': self.api_key,
'events': {
'api': chunk
},
'uuid': get_uuid(),
'internalHostname': get_hostname()
}
params = {}
if self.api_key:
params['api_key'] = self.api_key
url = '%s/intake?%s' % (self.api_host, urlencode(params))
self.submit_http(url, json.dumps(payload), headers)
def submit_http(self, url, data, headers):
headers["DD-Dogstatsd-Version"] = get_version()
log.debug("Posting payload to %s" % url)
try:
start_time = time()
r = requests.post(url, data=data, timeout=5, headers=headers)
r.raise_for_status()
if r.status_code >= 200 and r.status_code < 205:
log.debug("Payload accepted")
status = r.status_code
duration = round((time() - start_time) * 1000.0, 4)
log.debug("%s POST %s (%sms)" % (status, url, duration))
except Exception:
log.exception("Unable to post payload.")
try:
log.error("Received status code: {0}".format(r.status_code))
except Exception:
pass
def submit_service_checks(self, service_checks):
headers = {'Content-Type':'application/json'}
params = {}
if self.api_key:
params['api_key'] = self.api_key
url = '{0}/api/v1/check_run?{1}'.format(self.api_host, urlencode(params))
self.submit_http(url, json.dumps(service_checks), headers)
class Server(object):
"""
A statsd udp server.
"""
def __init__(self, metrics_aggregator, host, port, forward_to_host=None, forward_to_port=None):
self.host = host
self.port = int(port)
self.address = (self.host, self.port)
self.metrics_aggregator = metrics_aggregator
self.buffer_size = 1024 * 8
self.running = False
self.should_forward = forward_to_host is not None
self.forward_udp_sock = None
# In case we want to forward every packet received to another statsd server
if self.should_forward:
if forward_to_port is None:
forward_to_port = 8125
log.info("External statsd forwarding enabled. All packets received will be forwarded to %s:%s" % (forward_to_host, forward_to_port))
try:
self.forward_udp_sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
self.forward_udp_sock.connect((forward_to_host, forward_to_port))
except Exception:
log.exception("Error while setting up connection to external statsd server")
def start(self):
""" Run the server. """
# Bind to the UDP socket.
# IPv4 only
self.socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
self.socket.setblocking(0)
try:
self.socket.bind(self.address)
except socket.gaierror:
if self.address[0] == 'localhost':
log.warning("Warning localhost seems undefined in your host file, using 127.0.0.1 instead")
self.address = ('127.0.0.1', self.address[1])
self.socket.bind(self.address)
log.info('Listening on host & port: %s' % str(self.address))
# Inline variables for quick look-up.
buffer_size = self.buffer_size
aggregator_submit = self.metrics_aggregator.submit_packets
sock = [self.socket]
socket_recv = self.socket.recv
select_select = select.select
select_error = select.error
timeout = UDP_SOCKET_TIMEOUT
should_forward = self.should_forward
forward_udp_sock = self.forward_udp_sock
# Run our select loop.
self.running = True
while self.running:
try:
ready = select_select(sock, [], [], timeout)
if ready[0]:
message = socket_recv(buffer_size)
aggregator_submit(message)
if should_forward:
forward_udp_sock.send(message)
except select_error, se:
# Ignore interrupted system calls from sigterm.
errno = se[0]
if errno != 4:
raise
except (KeyboardInterrupt, SystemExit):
break
except Exception:
log.exception('Error receiving datagram')
def stop(self):
self.running = False
class Dogstatsd(Daemon):
""" This class is the dogstatsd daemon. """
def __init__(self, pid_file, server, reporter, autorestart):
Daemon.__init__(self, pid_file, autorestart=autorestart)
self.server = server
self.reporter = reporter
def _handle_sigterm(self, signum, frame):
log.debug("Caught sigterm. Stopping run loop.")
self.server.stop()
def run(self):
# Gracefully exit on sigterm.
signal.signal(signal.SIGTERM, self._handle_sigterm)
# Handle Keyboard Interrupt
signal.signal(signal.SIGINT, self._handle_sigterm)
# Start the reporting thread before accepting data
self.reporter.start()
try:
try:
self.server.start()
except Exception, e:
log.exception('Error starting server')
raise e
finally:
# The server will block until it's done. Once we're here, shutdown
# the reporting thread.
self.reporter.stop()
self.reporter.join()
log.info("Dogstatsd is stopped")
# Restart if asked to restart
if self.autorestart:
sys.exit(AgentSupervisor.RESTART_EXIT_STATUS)
@classmethod
def info(self):
logging.getLogger().setLevel(logging.ERROR)
return DogstatsdStatus.print_latest_status()
def init(config_path=None, use_watchdog=False, use_forwarder=False, args=None):
"""Configure the server and the reporting thread.
"""
c = get_config(parse_args=False, cfg_path=config_path)
if (not c['use_dogstatsd'] and
(args and args[0] in ['start', 'restart'] or not args)):
log.info("Dogstatsd is disabled. Exiting")
# We're exiting purposefully, so exit with zero (supervisor's expected
# code). HACK: Sleep a little bit so supervisor thinks we've started cleanly
# and thus can exit cleanly.
sleep(4)
sys.exit(0)
log.debug("Configuring dogstatsd")
port = c['dogstatsd_port']
interval = DOGSTATSD_FLUSH_INTERVAL
api_key = c['api_key']
aggregator_interval = DOGSTATSD_AGGREGATOR_BUCKET_SIZE
non_local_traffic = c['non_local_traffic']
forward_to_host = c.get('statsd_forward_host')
forward_to_port = c.get('statsd_forward_port')
event_chunk_size = c.get('event_chunk_size')
recent_point_threshold = c.get('recent_point_threshold', None)
target = c['dd_url']
if use_forwarder:
target = c['dogstatsd_target']
hostname = get_hostname(c)
# Create the aggregator (which is the point of communication between the
# server and reporting threads.
assert 0 < interval
aggregator = MetricsBucketAggregator(
hostname,
aggregator_interval,
recent_point_threshold=recent_point_threshold,
formatter=get_formatter(c),
histogram_aggregates=c.get('histogram_aggregates'),
histogram_percentiles=c.get('histogram_percentiles'),
utf8_decoding=c['utf8_decoding']
)
# Start the reporting thread.
reporter = Reporter(interval, aggregator, target, api_key, use_watchdog, event_chunk_size)
# Start the server on an IPv4 stack
# Default to loopback
server_host = c['bind_host']
# If specified, bind to all addressses
if non_local_traffic:
server_host = ''
server = Server(aggregator, server_host, port, forward_to_host=forward_to_host, forward_to_port=forward_to_port)
return reporter, server, c
def main(config_path=None):
""" The main entry point for the unix version of dogstatsd. """
# Deprecation notice
from utils.deprecations import deprecate_old_command_line_tools
deprecate_old_command_line_tools()
COMMANDS_START_DOGSTATSD = [
'start',
'stop',
'restart',
'status'
]
parser = optparse.OptionParser("%prog [start|stop|restart|status]")
parser.add_option('-u', '--use-local-forwarder', action='store_true',
dest="use_forwarder", default=False)
opts, args = parser.parse_args()
if not args or args[0] in COMMANDS_START_DOGSTATSD:
reporter, server, cnf = init(config_path, use_watchdog=True, use_forwarder=opts.use_forwarder, args=args)
daemon = Dogstatsd(PidFile('dogstatsd').get_path(), server, reporter,
cnf.get('autorestart', False))
# If no args were passed in, run the server in the foreground.
if not args:
daemon.start(foreground=True)
return 0
# Otherwise, we're process the deamon command.
else:
command = args[0]
if command == 'start':
daemon.start()
elif command == 'stop':
daemon.stop()
elif command == 'restart':
daemon.restart()
elif command == 'status':
daemon.status()
elif command == 'info':
return Dogstatsd.info()
else:
sys.stderr.write("Unknown command: %s\n\n" % command)
parser.print_help()
return 1
return 0
if __name__ == '__main__':
sys.exit(main())