class StatsdMetricsHandler(MetricsHandler):
def __init__(self, host='localhost', port=8125):
self.__statsd_client = StatsdClient(host, port)
def send(self, service_log):
# At this point of time we are not sure whether counter or gauge should be used.
# Counter potentially will show incorrect data if the same dataset is fed to database twice
# Gauges on the other hand will allow idempotency.
# We need to make sure both Gauges and Counter flush is set to true
# Send Latency
# This needs to be refactored in a proper way. It certainly looks hacky right now!
metric_key = self.prepare_metric_key("time", service_log)
self.send_metrics( metric_key, MetricType.TIMING, service_log.time.replace(" ms", ""))
for key, value in service_log.timing.iteritems():
metric_key = self.prepare_metric_key(key, service_log)
self.send_metrics(metric_key, MetricType.TIMING, value.replace(" ms", ""))
for key, value in service_log.counter.iteritems():
metric_key = self.prepare_metric_key(key, service_log)
self.send_metrics(metric_key, MetricType.GAUGE, value)
#self.send_metrics(metric_key, MetricType.COUNTER, value)
def send_metrics(self, key, metric_type, value):
print "Sending the following metrics", key, metric_type, value
if (MetricType.COUNTER == metric_type):
self.__statsd_client.increment(key, value)
if (MetricType.GAUGE == metric_type):
self.__statsd_client.gauge(key, value)
if (MetricType.TIMING == metric_type):
self.__statsd_client.timing(key, value)
def prepare_metric_key(self, series, service_log):
print "series", series
return series+self.prepare_tag_values(service_log)+self.prepare_timestamp_tag(service_log)
def prepare_timestamp_tag(self, service_log):
val = service_log.timestamp.split(".")
return ","+"timestamp="+val[0]
def prepare_tag_values(self, service_log):
tag_text = ""
for key, value in service_log.tags.iteritems():
tag_text += ","+key+"="+value
return tag_text
def __init__(self, host='localhost', port=8125):
self.__statsd_client = StatsdClient(host, port)
