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basic_loader.py
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basic_loader.py
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#
# Hubblemon - Yet another general purpose system monitor
#
# Copyright 2015 NAVER Corp.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import os
from chart.chart_data import chart_data
import common.settings
class basic_loader:
def __init__(self, handle, filter, title=''):
self.filter = filter
self.handle = handle
self.title = title
self.data = {}
self.ts_start = None
self.ts_end = None
self.renderer = {}
flot_line = flot_line_renderer()
self.renderer['default'] = flot_line
self.renderer['line'] = flot_line
self.renderer['title'] = title_renderer()
self.renderer['stack'] = flot_line_stack_renderer()
def count(self, name):
if self.handle is None:
return 0
sum = 0
if name in self.data:
chart = self.data[name]
item = chart.items[0] # should be 1 metric
for ts_value in item.data:
if ts_value == None:
continue
sum += ts_value[1]
return sum
def avg(self, name):
if self.handle is None:
return 0
sum = 0
avg = 0
if name in self.data:
chart = self.data[name]
item = chart.items[0] # should be 1 metric
for ts_value in item.data:
if ts_value == None:
continue
sum += ts_value[1]
avg = sum / len(item.data)
return avg
def max(self, name):
if self.handle is None:
return 0
max = 0
if name in self.data:
chart = self.data[name]
item = chart.items[0] # should be 1 metric
for ts_value in item.data:
if ts_value == None:
continue
if ts_value[1] > max:
max = ts_value[1]
return max
def min(self, name):
if self.handle is None:
return 0
min = sys.maxsize
if name in self.data:
chart = self.data[name]
item = chart.items[0] # should be 1 metric
for ts_value in item.data:
if ts_value == None:
continue
if ts_value[1] < min:
min = ts_value[1]
return min
def parse(self, ts_start, ts_end):
self.ts_start = ts_start
self.ts_end = ts_end
if self.handle is None:
return
chart_data_list = self.load(ts_start, ts_end)
self.data = {}
for chart_data in chart_data_list:
self.data[chart_data.title] = chart_data
def make_chart(self, titles, tmap, items, ts_start, ts_step):
if isinstance(titles, str):
idx = tmap[titles]
data = []
ts_count = 0
for item in items:
if ts_start is None:
ts = item[0]
else:
ts = ts_start + ts_count * ts_step
ts_count += 1
if item[idx] == None:
data.append(None)
continue
data.append([ts, item[idx]])
return [(titles, data)]
elif isinstance(titles, tuple):
title = ''
for func in titles:
if not hasattr(func, '__call__'):
title = func
data = []
ts_count = 0
input = { 'prev':{} }
for item in items:
if ts_start is None:
ts = item[0]
else:
ts = ts_start + ts_count * ts_step
ts_count += 1
for name, idx in tmap.items():
input[name] = item[idx]
for func in titles: # only last function result is saved
if hasattr(func, '__call__'):
try:
output = [ts, func(input)]
except:
output = None
prev = input['prev']
for k, v in input.items():
if k == 'prev':
continue
if k not in prev:
prev[k] = []
prev[k].append(v)
data.append(output)
return [(title, data)]
elif isinstance(titles, list):
ret = []
for title in titles:
if title.startswith('#'):
continue
ret += self.make_chart(title, tmap, items, ts_start, ts_step)
return ret
return []
def load(self, ts_start, ts_end):
self.ts_start = ts_start
self.ts_end = ts_end
if self.handle is None:
print ('invalid handle')
return []
ret = self.handle.read(ts_start, ts_end)
#print ('result: ', ret)
# default(rrd) type ((ts_start, ts_end, step), (metric1, metric2, metric3), [(0, 0, 0), (1, 1, 1)....])
# rrd type ('#rrd', (ts_start, ts_end, step), (metric1, metric2, metric3), [(0, 0, 0), (1, 1, 1)....])
# tsdb type ('#timestamp', (metric1, metric2, metric3), [(ts, 0, 0, 0), (ts, 1, 1, 1)....])
tmap = {}
if isinstance(ret[0], str):
if ret[0] == '#timestamp':
ts_start = None
ts_step = None
names = ret[1]
items = ret[2]
else:
ts_start = ret[1][0] * 1000
ts_step = ret[1][2] * 1000
names = ret[2]
items = ret[3]
for i in range(0, len(names)):
tmap[names[i]] = i+1 # skip 1 for tag
else: # implicit rrd style
ts_start = ret[0][0] * 1000
ts_step = ret[0][2] * 1000
names = ret[1]
items = ret[2]
for i in range(0, len(names)):
tmap[names[i]] = i
# for debug
#print("tmap ",tmap)
#print("names ",names)
#print("items ",items)
# loader title
chart_data_list = []
if self.title != '':
#print("self.title", self.title)
title_chart = chart_data()
title_chart.title = self.title
title_chart.renderer = self.renderer['title']
chart_data_list.append(title_chart)
if self.filter == None: # select all
self.filter = names
for titles in self.filter: # for each chart
new_chart = chart_data()
tmp_list = self.make_chart(titles, tmap, items, ts_start, ts_step)
for t in range(len(tmp_list)):
#print("tmp ", titles,tmp[0], tmp[1][0:2])
######
tmp = tmp_list[t]
if(tmp[0] == 'user'):
tmp2 = []
for i in range(len(tmp[1])):
if tmp[1][i] == None:
tmp2.append(tmp[1][i])
else:
tmp4 = tmp_list[t-1]
tmp2.append([tmp[1][i][0], (tmp[1][i][1]+ tmp4[1][i][1])/2])
new_chart.push_data('stack', tmp2)
######
new_chart.push_data(tmp[0], tmp[1])
renderer_name = 'default'
if isinstance(titles, list) and titles[0].startswith('#'): # renderer
renderer_name = titles[0][1:]
if renderer_name in self.renderer:
#print("rndere nake : ",titles)
new_chart.renderer = self.renderer[renderer_name]
chart_data_list.append(new_chart)
return chart_data_list
class title_renderer:
def render(self, chart_data):
title_template = self.get_title_template()
return title_template % chart_data.title
def get_title_template(self):
title_template = '''
<div class="chart-seperator" style="clear:both">
<p>%s</p>
</div>
'''
return title_template
class flot_line_stack_renderer:
pass
class flot_line_renderer:
idx = 1
def render(self, chart_data):
chart_data.sampling(common.settings.chart_resolution)
# adjust timezone if needed
mode = ''
if chart_data.mode == 'time':
mode = 'xaxis: { mode: "time" }, yaxis: { tickFormatter: tickFunc, min: 0 }, lines: { fillOpacity:1.0, show: true, lineWidth:1 },'
chart_data.adjust_timezone()
# convert python array to js array
raw_data = ''
if len(chart_data.items) == 1: # one item
raw_data = chart_data.items[0].data.__repr__().replace('None', 'null')
else: # multi item (display label)
for item in chart_data.items:
tmp = item.data.__repr__().replace('None', 'null')
if len(chart_data.items) > 7:
raw_data += '%s,' % tmp
else:
raw_data += '{ label: "%s", data: %s },' % (item.title, tmp)
idx = flot_line_renderer.idx + id(chart_data) # to get unique idx
flot_line_renderer.idx += 1
#print (raw_data)
js_template = self.get_js_template()
return js_template % ('[ %s ]' % raw_data, idx, mode, chart_data.title, idx)
def get_js_template(self):
js_template = '''
<script type="text/javascript">
$(function() {
tickFunc = function(val, axis) {
if (val > 1000000000 && (val %% 1000000000) == 0) {
return val/1000000000 + "G";
}
else if (val > 1000000 && (val %% 1000000) == 0) {
return val/1000000 + "M";
}
else if (val < 1) {
return Math.round(val*1000)/1000
}
return val;
};
var data_list = %s
$.plot("#placeholder_%s", data_list, {
%s
});
});
</script>
<div>
<div class="chart-container">
<div class="chart-title">%s</div>
<div id="placeholder_%s" class="chart-placeholder" style="float:left"></div>
</div>
</div>
'''
return js_template