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make_chart_data.py
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# random,1310720,google_dense_hash_map,45621248,0.344362020493
# random,2621440,glib_hash_table,109867008,1.01163601875
# random,2621440,stl_unordered_map,130715648,1.73484396935
# random,2621440,boost_unordered_map,108380160,1.11585187912
# random,2621440,google_sparse_hash_map,37015552,1.76031804085
# random,2621440,google_dense_hash_map,79175680,0.504401922226
# random,5242880,glib_hash_table,210530304,1.86031603813
# random,5242880,stl_unordered_map,250298368,3.81597208977
# random,5242880,boost_unordered_map,192184320,2.63760495186
# random,5242880,google_sparse_hash_map,62066688,3.93570995331
# random,5242880,google_dense_hash_map,146284544,1.22620105743
# random,10485760,glib_hash_table,411856896,4.16937494278
# random,10485760,stl_unordered_map,490430464,7.91806197166
# random,10485760,boost_unordered_map,359251968,7.52085900307
# random,10485760,google_sparse_hash_map,111902720,8.11318516731
# random,10485760,google_dense_hash_map,280502272,2.32930994034
# random,20971520,glib_hash_table,814510080,8.32456207275
# random,20971520,stl_unordered_map,971583488,16.1606841087
# random,20971520,boost_unordered_map,692441088,24.5845990181
# random,20971520,google_sparse_hash_map,211435520,16.2772600651
# random,20971520,google_dense_hash_map,548937728,4.85360789299
# random,41943040,glib_hash_table,1619816448,90.6313672066
import sys, json
lines = [ line.strip() for line in sys.stdin if line.strip() ]
by_benchtype = {}
benches = {}
programs = {}
for line in lines:
benchtype, type, nkeys, program, value = line.split(',')
nkeys = int(nkeys)
programs[program] = 1
if (type == 'time'):
by_benchtype.setdefault("%s-runtime" % benchtype, {}).setdefault(program, []).append([nkeys, float(value)])
else:
by_benchtype.setdefault("%s-memory" % benchtype, {}).setdefault(program, []).append([nkeys, int(value)])
benches[benchtype] = 1
proper_names = {
'std::unordered_map': 'std::unordered_map (1 thread)',
'spp::sparse_hash_map': 'sparsepp (1 thread, use_spp_alloc)',
'absl::flat_hash_map': 'absl::flat_hash_map (1 thread)',
'phmap::flat_hash_map': 'phmap::flat_hash_map',
'phmap::parallel_flat_hash_map': 'phmap::parallel_flat_hash_map (1 thread)',
'phmap::parallel_flat_hash_map_mt': 'phmap::parallel_flat_hash_map (8 thread)',
'absl::parallel_flat_hash_map': 'absl::parallel_flat_hash_map (1 thread)',
'absl::parallel_flat_hash_map_mt': 'absl::parallel_flat_hash_map (8 threads)',
'phmap::parallel_flat_hash_map_4': 'phmap::parallel_flat_hash_map (N=4, 8 threads)',
'phmap::parallel_flat_hash_map_5': 'phmap::parallel_flat_hash_map (N=5, 8 threads)',
'phmap::parallel_flat_hash_map_6': 'phmap::parallel_flat_hash_map (N=6, 8 threads)'
}
proper_color = {
'std::unordered_map': 0,
'spp::sparse_hash_map': 0,
'absl::flat_hash_map': 1,
'phmap::flat_hash_map': 1,
'phmap::parallel_flat_hash_map': 2,
'phmap::parallel_flat_hash_map_mt': 2,
'absl::parallel_flat_hash_map': 3,
'absl::parallel_flat_hash_map_mt': 3,
'phmap::parallel_flat_hash_map_4': 3,
'phmap::parallel_flat_hash_map_5': 4,
'phmap::parallel_flat_hash_map_6': 5
}
bench_titles = {
'lookup': 'Random Lookup',
'sequential' : 'Sequential Insert',
'random' : 'Random Insert',
'delete' : 'Deletion',
'sequentialstring' : 'Sequential String Insert',
'randomstring' : 'Random String Insert',
'deletestring' : 'String Deletion'
}
# do them in the desired order to make the legend not overlap the chart data
# too much
program_slugs = [
'std::unordered_map',
'sparsepp',
'absl::flat_hash_map',
'phmap::flat_hash_map',
'absl::parallel_flat_hash_map',
'phmap::parallel_flat_hash_map',
'phmap::parallel_flat_hash_map_mt',
'absl::parallel_flat_hash_map_mt',
'phmap::parallel_flat_hash_map_4',
'phmap::parallel_flat_hash_map_5',
'phmap::parallel_flat_hash_map_6'
]
chart_data = {}
for i, (benchtype, programs) in enumerate(by_benchtype.items()):
chart_data[benchtype] = []
k = programs.keys()
k.sort()
for program in k:
data = programs.get(program, [])
chart_data[benchtype].append({
'label': proper_names[program],
'color': proper_color[program],
'data': [],
})
for k, (nkeys, value) in enumerate(data):
chart_data[benchtype][-1]['data'].append([nkeys, value])
html_chart_data = 'chart_data = ' + json.dumps(chart_data)
## print chart_data['delete-runtime']
html_plot_spec = ''
for b in benches.keys():
html_plot_spec += """
$.plot($("#{0}-runtime"), chart_data['{0}-runtime'], runtime_settings);
$.plot($("#{0}-memory"), chart_data['{0}-memory'], memory_settings);""".format(b)
html_div_spec = ''
first = 1
for b in benches.keys():
if 1:
first = 0
html_div_spec += """
<div class="table-title">{1} (integers): Memory Usage</div>
<div class="chart" id="{0}-memory"></div>
<div class="xaxis-title">number of entries in hash table</div>
""".format(b, bench_titles[b])
html_div_spec += """
<div class="table-title">{1} (integers): Execution Time </div>
<div class="chart" id="{0}-runtime"></div>
<div class="xaxis-title">number of entries in hash table</div>
""".format(b, bench_titles[b])
html_template = file('charts-template.html', 'r').read()
html_template = html_template.replace('__CHART_DATA_GOES_HERE__', html_chart_data)
html_template = html_template.replace('__PLOT_SPEC_GOES_HERE__', html_plot_spec)
html_template = html_template.replace('__PLOT_DIV_SPEC_GOES_HERE__', html_div_spec)
file('charts.html', 'w').write(html_template)