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#!/usr/bin/env python
from optparse import OptionParser
import subprocess
import sys
from tempfile import mkdtemp
from matplotlib.pyplot import figure, grid
from seriesly import Seriesly
def get_metric(db, metric):
"""Query data using metric as key"""
# get query response
query_params = {'group': 15000, # 15 seconds
'ptr': '/{0}'.format(metric),
'reducer': 'avg'}
response = db.query(query_params)
# convert data and generate sorted lists of timestamps and values
data = dict((k, v[0]) for k, v in response.iteritems())
timestamps = list()
values = list()
for timestamp, value in sorted(data.iteritems()):
# Substract first timestamp; conver to seconds
timestamps = [(key - timestamps[0]) / 1000 for key in timestamps]
return timestamps, values
def plot_metric(metric, keys, values, outdir):
"""Plot chart and save it as PNG file"""
fig = figure()
ax = fig.add_subplot(1, 1, 1)
ax.set_xlabel('Time elapsed (sec)')
ax.plot(keys, values, '.')
fig.savefig('{0}/{1}.png'.format(outdir, metric))
def parse_args():
"""Parse CLI arguments"""
usage = "usage: %prog database\n\n" +\
"Example: %prog ns_db "
parser = OptionParser(usage)
options, args = parser.parse_args()
if len(args) != 1:
return args[0]
def main():
# parse database name from cli arguments
db_name = parse_args()
# initialize seriesly client
db = Seriesly()[db_name]
# get a set of all unique keys
all_docs = db.get_all()
all_keys = set(key for doc in all_docs.itervalues()
for key in doc.iterkeys())
# plot all metrics to PNG images
outdir = mkdtemp()
for metric in all_keys:
print metric
if '/' not in metric: # views and xdcr stuff
keys, values = get_metric(db, metric)
plot_metric(metric, keys, values, outdir)
try:['convert', '{0}/*'.format(outdir), 'report.pdf'])
print "PDF report was successfully generated!"
except OSError:
print "All images saved to: {0}".format(outdir)
if __name__ == '__main__':