sprockets.mixins.metrics/sprockets/mixins/metrics/statsd.py
Ryan Mclean bf59e1f174 Add install for statsd mixin
* Add `install` usage pattern for using mixin within Tornado app
* Strip down mixin and add collector class to do actual metric recording
* Re-add path prefixes for metric type and hostname
* Add configuration parameters to disable type and hostname prefixes
2016-07-18 15:40:44 -04:00

215 lines
7.6 KiB
Python

import contextlib
import logging
import os
import socket
import time
LOGGER = logging.getLogger(__name__)
SETTINGS_KEY = 'sprockets.mixins.metrics.statsd'
"""``self.settings`` key that configures this mix-in."""
class StatsdMixin(object):
"""Mix this class in to record metrics to a Statsd server."""
def initialize(self):
super(StatsdMixin, self).initialize()
self.__status_code = None
def set_metric_tag(self, tag, value):
"""Ignored for statsd since it does not support tagging.
:param str tag: name of the tag to set
:param str value: value to assign
"""
pass
def record_timing(self, duration, *path):
"""Record a timing.
This method records a timing to the application's namespace
followed by a calculated path. Each element of `path` is
converted to a string and normalized before joining the
elements by periods. The normalization process is little
more than replacing periods with dashes.
:param float duration: timing to record in seconds
:param path: elements of the metric path to record
"""
self.application.statsd.send(path, duration * 1000.0, 'ms')
def increase_counter(self, *path, **kwargs):
"""Increase a counter.
This method increases a counter within the application's
namespace. Each element of `path` is converted to a string
and normalized before joining the elements by periods. The
normalization process is little more than replacing periods
with dashes.
:param path: elements of the metric path to incr
:keyword int amount: amount to increase the counter by. If
omitted, the counter is increased by one.
"""
self.application.statsd.send(path, kwargs.get('amount', '1'), 'c')
@contextlib.contextmanager
def execution_timer(self, *path):
"""
Record the time it takes to perform an arbitrary code block.
:param path: elements of the metric path to record
This method returns a context manager that records the amount
of time spent inside of the context and submits a timing metric
to the specified `path` using (:meth:`record_timing`).
"""
start = time.time()
try:
yield
finally:
self.record_timing(max(start, time.time()) - start, *path)
def on_finish(self):
"""
Records the time taken to process the request.
This method records the amount of time taken to process the request
(as reported by
:meth:`~tornado.httputil.HTTPServerRequest.request_time`) under the
path defined by the class's module, it's name, the request method,
and the status code. The :meth:`.record_timing` method is used
to send the metric, so the configured namespace is used as well.
"""
super(StatsdMixin, self).on_finish()
self.record_timing(self.request.request_time(),
self.__class__.__name__, self.request.method,
self.__status_code)
def set_status(self, status_code, reason=None):
"""Extend tornado `set_status` method to track status code
to avoid referencing the _status internal variable
:param int status_code: Response status code. If ``reason``
is ``None``, it must be present in `httplib.responses
<http.client.responses>`.
:param string reason: Human-readable reason phrase describing
the status code. If ``None``, it will be filled in from
`httplib.responses <http.client.responses>`.
"""
self.__status_code = status_code
super(StatsdMixin, self).set_status(status_code, reason=reason)
class StatsDCollector(object):
"""Collects and submits stats to StatsD via UDP socket.
This class should be constructed using the
:meth:`~sprockets.mixins.statsd.install` method. When installed,
it is attached to the :class:`~tornado.web.Application` instance
for your web application.
:param str host: The StatsD host
:param str port: The StatsD port
:param str namespace: The StatsD bucket to write metrics into.
:param bool prepend_metric_type: Optional flag to prepend bucket path
with the StatsD metric type
:param bool prepend_hostname: Optional flag to prepend bucket path with
the hostname
"""
METRIC_TYPES = {'c': 'counters',
'ms': 'timers'}
def __init__(self, host, port, namespace='sprockets',
prepend_metric_type=True, prepend_hostname=True):
self._host = host
self._port = int(port)
self._namespace = namespace
self._prepend_metric_type = prepend_metric_type
self._prepend_hostname = prepend_hostname
self._sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM, 0)
def send(self, path, value, metric_type):
"""Send a metric to Statsd.
:param list path: The metric path to record
:param mixed value: The value to record
:param str metric_type: The metric type
"""
msg = '{0}:{1}|{2}'.format(
self._build_path(path, metric_type), value, metric_type)
try:
LOGGER.debug('Sending %s to %s:%s', msg.encode('ascii'),
self._host, self._port)
self._sock.sendto(msg.encode('ascii'), (self._host, self._port))
except socket.error:
LOGGER.exception('Error sending StatsD metrics')
def _build_path(self, path, metric_type):
"""Return a normalized path.
:param list path: elements of the metric path to record
:param str metric_type: The metric type
:rtype: str
"""
path = self._get_prefixes(metric_type) + list(path)
return '{}.{}'.format(self._namespace, '.'.join(str(p) for p in path))
def _get_prefixes(self, metric_type):
"""Get prefixes where applicable
Add metric prefix counters, timers respectively if
:attr:`prepend_metric_type` flag is True. Adds hostname prefix
if :attr:`prepend_hostname` is true.
:param str metric_type: The metric type
:rtype: list
"""
prefixes = []
if self._prepend_metric_type:
prefixes.append(self.METRIC_TYPES[metric_type])
if self._prepend_hostname:
prefixes.append(socket.gethostname())
return prefixes
def install(application, **kwargs):
"""Call this to install StatsD for the Tornado application.
:param tornado.web.Application application: the application to
install the collector into.
:param kwargs: keyword parameters to pass to the
:class:`StatsDCollector` initializer.
:returns: :data:`True` if the client was installed by this call
and :data:`False` otherwise.
- **host** The StatsD host. If host is not specified, the
``STATS_HOST`` environment variable, or default `27.0.0.1`,
will be pass into the :class:`StatsDCollector`.
- **port** The StatsD port. If port is not specified, the
``STATSD_PORT`` environment variable, or default `8125`,
will be pass into the :class:`StatsDCollector`.
- **namespace** The StatsD bucket to write metrics into.
"""
if getattr(application, 'statsd', None) is not None:
LOGGER.warning('Statsd collector is already installed')
return False
if 'host' not in kwargs:
kwargs['host'] = os.environ.get('STATSD_HOST', '127.0.0.1')
if 'port' not in kwargs:
kwargs['port'] = os.environ.get('STATSD_PORT', '8125')
setattr(application, 'statsd', StatsDCollector(**kwargs))
return True