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dogstatsd.py
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dogstatsd.py
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#!/opt/datadog-agent/embedded/bin/python
# (C) Datadog, Inc. 2010-2016
# All rights reserved
# Licensed under Simplified BSD License (see LICENSE)
"""
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 copy
import os
import logging
import optparse
import select
import signal
import socket
import string
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 checks.metric_types import MetricTypes
from config import (
get_config,
get_config_path,
get_logging_config,
get_version,
_is_affirmative
)
from daemon import (
AgentSupervisor,
Daemon,
ProcessRunner
)
from util import chunks, get_uuid, plural
from utils.hostname import get_hostname
from utils.http import get_expvar_stats
from utils.net import inet_pton
from utils.net import IPV6_V6ONLY, IPPROTO_IPV6
from utils.pidfile import PidFile
from utils.watchdog import Watchdog
from utils.logger import RedactedLogRecord
# 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
logging.LogRecord = RedactedLogRecord
log = logging.getLogger('dogstatsd')
PID_NAME = "dogstatsd"
PID_DIR = None
# 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 add_serialization_status_metric(status, hostname):
"""
Add a metric to track the number of metric serializations,
tagged by their status.
"""
interval = 10.0
value = 1
return {
'tags': ["status:{0}".format(status)],
'metric': 'datadog.dogstatsd.serialization_status',
'interval': interval,
'device_name': None,
'host': hostname,
'points': [(time(), value / interval)],
'type': MetricTypes.RATE,
}
def unicode_metrics(metrics):
for i, metric in enumerate(metrics):
for key, value in metric.items():
if isinstance(value, basestring):
metric[key] = unicode(value, errors='replace')
elif isinstance(value, tuple) or isinstance(value, list):
value_list = list(value)
for j, value_element in enumerate(value_list):
if isinstance(value_element, basestring):
value_list[j] = unicode(value_element, errors='replace')
metric[key] = tuple(value_list)
metrics[i] = metric
return metrics
def serialize_metrics(metrics, hostname):
try:
metrics.append(add_serialization_status_metric("success", hostname))
serialized = json.dumps({"series": metrics})
except UnicodeDecodeError as e:
log.exception("Unable to serialize payload. Trying to replace bad characters. %s", e)
metrics.append(add_serialization_status_metric("failure", hostname))
try:
log.error(metrics)
serialized = json.dumps({"series": unicode_metrics(metrics)})
except Exception as e:
log.exception("Unable to serialize payload. Giving up. %s", e)
serialized = json.dumps({"series": [add_serialization_status_metric("permanent_failure", hostname)]})
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)
def mapto_v6(addr):
"""
Map an IPv4 address to an IPv6 one.
If the address is already an IPv6 one, just return it.
Return None if the IP address is not valid.
"""
try:
inet_pton(socket.AF_INET, addr)
return '::ffff:{}'.format(addr)
except socket.error:
try:
inet_pton(socket.AF_INET6, addr)
return addr
except socket.error:
log.debug('%s is not a valid IP address.', addr)
return None
def get_socket_address(host, port, ipv4_only=False):
"""
Gather informations to open the server socket.
Try to resolve the name giving precedence to IPv4 for retro compatibility
but still mapping the host to an IPv6 address, fallback to IPv6.
"""
try:
info = socket.getaddrinfo(host, port, socket.AF_INET, socket.SOCK_DGRAM)
except socket.gaierror as e:
try:
if not ipv4_only:
info = socket.getaddrinfo(host, port, socket.AF_INET6, socket.SOCK_DGRAM)
elif host == 'localhost':
log.warning("Warning localhost seems undefined in your host file, using 127.0.0.1 instead")
info = socket.getaddrinfo('127.0.0.1', port, socket.AF_INET, socket.SOCK_DGRAM)
else:
log.error('Error processing host %s and port %s: %s', host, port, e)
return None
except socket.gaierror as e:
log.error('Error processing host %s and port %s: %s', host, port, e)
return None
# we get the first item of the list and map the address for IPv4 hosts
sockaddr = info[0][-1]
if info[0][0] == socket.AF_INET and not ipv4_only:
mapped_host = mapto_v6(sockaddr[0])
sockaddr = (mapped_host, sockaddr[1], 0, 0)
return sockaddr
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, hostname=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.hostname = hostname or get_hostname()
self.watchdog = None
if use_watchdog:
self.watchdog = Watchdog.create(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, self.hostname)
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" % string.split(url, "api_key=")[0])
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, string.split(url, "api_key=")[0], duration))
except Exception as e:
log.error("Unable to post payload: %s" % e.message)
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, so_rcvbuf=None):
self.sockaddr = None
self.socket = None
self.metrics_aggregator = metrics_aggregator
self.host = host
self.port = port
self.buffer_size = 1024 * 8
self.so_rcvbuf = so_rcvbuf
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.
"""
ipv4_only = False
try:
# Bind to the UDP socket in IPv4 and IPv6 compatibility mode
self.socket = socket.socket(socket.AF_INET6, socket.SOCK_DGRAM)
# Configure the socket so that it accepts connections from both
# IPv4 and IPv6 networks in a portable manner.
self.socket.setsockopt(IPPROTO_IPV6, IPV6_V6ONLY, 0)
# Set SO_RCVBUF on the socket if a specific value has been
# configured.
if self.so_rcvbuf is not None:
self.socket.setsockopt(socket.SOL_SOCKET, socket.SO_RCVBUF, int(self.so_rcvbuf))
except Exception:
log.info('unable to create IPv6 socket, falling back to IPv4.')
self.socket = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
ipv4_only = True
self.socket.setblocking(0)
#let's get the sockaddr
self.sockaddr = get_socket_address(self.host, int(self.port), ipv4_only=ipv4_only)
try:
self.socket.bind(self.sockaddr)
except TypeError:
log.error('Unable to start Dogstatsd server loop, exiting...')
return
log.info('Listening on socket address: %s', str(self.sockaddr))
# 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
message = None
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 as 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 `%s`', message)
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 as e:
log.exception(
'Error starting dogstatsd server on %s', self.server.sockaddr)
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, cfg=None):
logging.getLogger().setLevel(logging.ERROR)
return DogstatsdStatus.print_latest_status()
class Dogstatsd6(ProcessRunner):
""" This class is the dogstatsd6 runner. """
DSD6_BIN_NAME = 'dogstatsd6'
def __init__(self, agent_config):
self.agent_config = agent_config
super(Dogstatsd6, self).__init__()
@classmethod
def enabled(cls, agent_config):
return _is_affirmative(agent_config.get('dogstatsd6_enable', False)) and cls._get_dsd6_path() is not None
@classmethod
def info(self, cfg=None):
logging.getLogger().setLevel(logging.ERROR)
if cfg and not _is_affirmative(cfg.get('dogstatsd6_enable', False)):
message = DogstatsdStatus._dogstatsd6_unavailable_message()
exit_code = -1
else:
alt_title = "{} (v BETA)".format(self.DSD6_BIN_NAME)
dsd6_status = Dogstatsd6._get_dsd6_stats(cfg)
if dsd6_status:
message = dsd6_status.render(alt_title)
exit_code = 0
else:
message = DogstatsdStatus._dogstatsd6_unavailable_message(alt_title)
exit_code = -1
sys.stdout.write(message)
return exit_code
@classmethod
def _get_dsd6_stats(self, cfg={}):
port = cfg.get('dogstatsd6_stats_port', 5000)
try:
dsd6_agg_stats = get_expvar_stats('aggregator', port=port)
dsd6_stats = get_expvar_stats('dogstatsd', port=port)
except Exception as e:
log.info("Unable to collect dogstatsd6 statistics: %s", e)
return None
if dsd6_stats is not None and dsd6_agg_stats is not None:
packet_count = dsd6_stats.get("ServiceCheckPackets", 0) + \
dsd6_stats.get("EventPackets", 0) + \
dsd6_stats.get("MetricPackets", 0)
flush_counts = dsd6_agg_stats.get("FlushCount", {})
dsd6_status = DogstatsdStatus(
flush_count=dsd6_agg_stats.get('NumberOfFlush', 0),
packet_count=packet_count,
packets_per_second="N/A", # unavailable
metric_count=flush_counts.get("Series", {}).get("LastFlush", 0),
event_count=flush_counts.get("Events", {}).get("LastFlush", 0),
service_check_count=flush_counts.get("ServiceChecks", {}).get("LastFlush", 0))
return dsd6_status
return None
@classmethod
def _get_dsd6_path(cls):
dsd6_path = os.path.realpath(os.path.join(
os.path.abspath(__file__), "..", "..", "bin",
cls.DSD6_BIN_NAME)
)
if not os.path.isfile(dsd6_path):
return None
return dsd6_path
def init5(agent_config=None, use_watchdog=False, use_forwarder=False, args=None):
"""Configure the server and the reporting thread.
"""
if (not agent_config['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)
port = agent_config['dogstatsd_port']
interval = DOGSTATSD_FLUSH_INTERVAL
api_key = agent_config['api_key']
aggregator_interval = DOGSTATSD_AGGREGATOR_BUCKET_SIZE
non_local_traffic = agent_config['non_local_traffic']
forward_to_host = agent_config.get('statsd_forward_host')
forward_to_port = agent_config.get('statsd_forward_port')
event_chunk_size = agent_config.get('event_chunk_size')
recent_point_threshold = agent_config.get('recent_point_threshold', None)
so_rcvbuf = agent_config.get('statsd_so_rcvbuf', None)
server_host = agent_config['bind_host']
target = agent_config['dd_url']
if use_forwarder:
target = agent_config['dogstatsd_target']
hostname = get_hostname(agent_config)
log.debug("Using hostname \"%s\"", hostname)
# 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(agent_config),
histogram_aggregates=agent_config.get('histogram_aggregates'),
histogram_percentiles=agent_config.get('histogram_percentiles'),
utf8_decoding=agent_config['utf8_decoding']
)
# Start the reporting thread.
reporter = Reporter(interval, aggregator, target, api_key, use_watchdog, event_chunk_size, hostname)
# NOTICE: when `non_local_traffic` is passed we need to bind to any interface on the box. The forwarder uses
# Tornado which takes care of sockets creation (more than one socket can be used at once depending on the
# network settings), so it's enough to just pass an empty string '' to the library.
# In Dogstatsd we use a single, fullstack socket, so passing '' as the address doesn't work and we default to
# '0.0.0.0'. If someone needs to bind Dogstatsd to the IPv6 '::', they need to turn off `non_local_traffic` and
# use the '::' meta address as `bind_host`.
if non_local_traffic:
server_host = '0.0.0.0'
server = Server(aggregator, server_host, port, forward_to_host=forward_to_host, forward_to_port=forward_to_port, so_rcvbuf=so_rcvbuf)
return reporter, server
def init6(agent_config=None, config_path=None, args=None):
if (not agent_config['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)
env = copy.deepcopy(os.environ)
if agent_config.get('api_key'):
env['DD_API_KEY'] = str(agent_config['api_key'])
if agent_config.get('dogstatsd_port'):
env['DD_DOGSTATSD_PORT'] = str(agent_config['dogstatsd_port'])
if agent_config.get('dd_url'):
env['DD_DD_URL'] = str(agent_config['dd_url'])
if agent_config.get('non_local_traffic'):
env['DD_DOGSTATSD_NON_LOCAL_TRAFFIC'] = str(agent_config['non_local_traffic'])
if agent_config.get('dogstatsd_socket'):
env['DD_DOGSTATSD_SOCKET'] = str(agent_config['dogstatsd_socket'])
if agent_config.get('dogstatsd6_stats_port'):
env['DD_DOGSTATSD_STATS_PORT'] = str(agent_config['dogstatsd6_stats_port'])
env['DD_LOG_LEVEL'] = agent_config.get('log_level', 'info')
env['DD_CONF_PATH'] = os.path.join(
os.path.dirname(get_config_path(cfg_path=config_path)), "datadog.yaml")
# metadata is sent by the collector, disable it in dogstatsd6 to avoid sending conflicting metadata
env['DD_ENABLE_METADATA_COLLECTION'] = 'false'
legacy_dogstatsd_log = get_logging_config().get('dogstatsd_log_file')
if legacy_dogstatsd_log:
env['DD_LOG_FILE'] = os.path.join(
os.path.dirname(legacy_dogstatsd_log), '{}.log'.format(Dogstatsd6.DSD6_BIN_NAME))
return Dogstatsd6._get_dsd6_path(), env
def main(config_path=None):
""" The main entry point for the unix version of dogstatsd. """
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()
try:
c = get_config(parse_args=False, cfg_path=config_path)
except:
return 2
dsd6_enabled = Dogstatsd6.enabled(c)
in_developer_mode = False
if not args or args[0] in COMMANDS_START_DOGSTATSD:
if dsd6_enabled:
dsd6_path, env = init6(c, config_path, args)
dsd6 = Dogstatsd6(c)
else:
reporter, server = init5(c, use_watchdog=True, use_forwarder=opts.use_forwarder, args=args)
daemon = Dogstatsd(PidFile(PID_NAME, PID_DIR).get_path(), server, reporter,
c.get('autorestart', False))
in_developer_mode = c.get('developer_mode')
# If no args were passed in, run the server in the foreground.
if not args:
if dsd6_enabled:
logging.info("Launching Dogstatsd6 - logging to dogstatsd6.log")
dsd6.execute([dsd6_path, 'start'], env=env)
else:
daemon.start(foreground=True)
return 0
# Otherwise, we're process the deamon command.
else:
command = args[0]
# TODO: actually kill the start/stop/restart/status command for 5.11
if command in ['start', 'stop', 'restart', 'status'] and not in_developer_mode:
logging.error('Please use supervisor to manage the agent')
return 1
if command == 'start':
if not dsd6_enabled:
daemon.start()
elif command == 'stop':
if not dsd6_enabled:
daemon.stop()
elif command == 'restart':
if not dsd6_enabled:
daemon.restart()
elif command == 'status':
if dsd6_enabled:
message = 'Status unavailable for dogstatsd6'
log.warning(message)
sys.stderr.write(message)
else:
daemon.status()
elif command == 'info':
if dsd6_enabled:
return Dogstatsd6.info(c)
else:
return Dogstatsd.info(c)
else:
sys.stderr.write("Unknown command: %s\n\n" % command)
parser.print_help()
return 1
return 0
if __name__ == '__main__':
sys.exit(main())