Created
October 24, 2012 06:03
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openstack common instrumentation poc
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import time | |
import collections | |
TYPE_GAUGE = 'gauge' | |
TYPE_DELTA = 'delta' | |
TYPE_COUNTER = 'counter' | |
TYPE_GAUGE_TIME = 'gauge' | |
# for billing | |
Meter = collections.namedtuple('Meter', | |
' '.join(['source', | |
'name', | |
'type', | |
'volume', | |
'user_id', | |
'project_id', | |
'resource_id', | |
'timestamp', | |
'resource_metadata', | |
]) | |
) | |
# for user level monitoring (like cloudwatch) | |
Monitor = collections.namedtuple('Monitor', | |
' '.join(['name', | |
'type', | |
'volume', | |
'user_id', | |
'project_id', | |
'resource_id', | |
]) | |
) | |
# for system level monitoring (operator/admin - no user info) | |
# and potentially higher rate. | |
Stat = collections.namedtuple('Stat', | |
' '.join(['name', | |
'type', | |
'volume', | |
]) | |
) | |
statsd_type = {TYPE_COUNTER: 'c', TYPE_GAUGE: 'g', | |
TYPE_DELTA: 'g', TYPE_GAUGE_TIME: 'ms'} | |
def send_stats(st): | |
if isinstance(st, Meter): | |
# send to metering, monitoring and stats | |
print st | |
elif isinstance(st, Monitor): | |
# send to monitoring and stats | |
print st | |
else: | |
# send to stats only | |
if st.type == TYPE_GAUGE_TIME: | |
print '%s:%s|%s' % (st.name, st.volume * 1000, statsd_type[st.type]) | |
else: | |
print '%s:%s|%s' % (st.name, st.volume, statsd_type[st.type]) | |
def instrument_exectime(func): | |
def wrapped(*args, **kwargs): | |
start = time.time() | |
result = func(*args, **kwargs) | |
diff = time.time() - start | |
send_stats(Stat(name=func.__name__, | |
type=TYPE_GAUGE_TIME, | |
volume=diff)) | |
return result | |
return wrapped | |
def instrument_calls(func): | |
def wrapper(*args, **kwargs): | |
wrapper.counter = wrapper.counter + 1 | |
send_stats(Stat(name=func.__name__, | |
type=TYPE_COUNTER, | |
volume=wrapper.counter)) | |
return func(*args, **kwargs) | |
wrapper.counter = 0 | |
return wrapper | |
@instrument_exectime | |
@instrument_calls | |
def hello(): | |
time.sleep(1) | |
hello() | |
hello() | |
# Stat gauge | |
send_stats(Stat(name='my_diag.val', | |
type=TYPE_GAUGE, | |
volume=56)) | |
# Monitor counter | |
send_stats(Monitor(name='app.hits', | |
type=TYPE_COUNTER, | |
volume=45443, | |
user_id='fred', | |
project_id='my_proj', | |
resource_id='inst-0003')) | |
# Meter gauge | |
send_stats(Meter(source='?', | |
name='compute.cpu', | |
type=TYPE_GAUGE, | |
volume=43, | |
user_id='fred', | |
project_id='my_proj', | |
resource_id='inst-0003', | |
timestamp=time.time(), | |
resource_metadata='morestuff here')) |
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