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rciorba/0001_baseline.json

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Borgbackup robinhood benchmark
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0001_baseline.json
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Raw
borg-robinhood-bench.md

master with MAX_HASH_LOAD=0.75

----------------------------------------------------------------------------- benchmark: 2 tests -----------------------------------------------------------------------------
Name (time in ms)                  Min                Max               Mean            StdDev             Median               IQR            Outliers(*)  Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     35.4652 (1.0)      44.8105 (1.0)      35.9581 (1.0)      1.1591 (1.18)     35.7352 (1.0)      0.1921 (1.0)              3;8     100           1
test_chunk_indexer_getitem     62.1370 (1.75)     68.6043 (1.53)     62.7974 (1.75)     0.9788 (1.0)      62.5560 (1.75)     0.3795 (1.98)             6;9     100           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.90

----------------------------------------------------------------------------- benchmark: 2 tests -----------------------------------------------------------------------------
Name (time in ms)                  Min                Max               Mean            StdDev             Median               IQR            Outliers(*)  Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     56.1794 (1.0)      68.2420 (1.0)      57.1844 (1.0)      1.4969 (1.35)     56.9470 (1.0)      0.5380 (1.70)             5;7     100           1
test_chunk_indexer_getitem     62.2182 (1.11)     72.2381 (1.06)     62.8973 (1.10)     1.1052 (1.0)      62.6752 (1.10)     0.3168 (1.0)              3;9     100           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.92

----------------------------------------------------------------------------- benchmark: 2 tests -----------------------------------------------------------------------------
Name (time in ms)                  Min                Max               Mean            StdDev             Median               IQR            Outliers(*)  Rounds  Iterations
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     61.5860 (1.0)      71.3368 (1.09)     62.4275 (1.0)      1.0998 (2.03)     62.0685 (1.0)      1.0170 (1.25)             6;2     100           1
test_chunk_indexer_getitem     61.7912 (1.00)     65.1967 (1.0)      62.5585 (1.00)     0.5409 (1.0)      62.6589 (1.01)     0.8163 (1.0)             27;2     100           1
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.93

------------------------------------------------------------------------------ benchmark: 2 tests -----------------------------------------------------------------------------
Name (time in ms)                  Min                 Max               Mean            StdDev             Median               IQR            Outliers(*)  Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_getitem     61.6931 (1.0)       67.9273 (1.0)      62.1471 (1.0)      0.6711 (1.0)      62.0255 (1.0)      0.2684 (1.0)              5;7     100           1
test_chunk_indexer_setitem     65.7106 (1.07)     139.3328 (2.05)     67.6440 (1.09)     8.7819 (13.09)    66.1651 (1.07)     0.8440 (3.14)             2;5     100           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.95

------------------------------------------------------------------------------ benchmark: 2 tests -----------------------------------------------------------------------------
Name (time in ms)                  Min                 Max               Mean            StdDev             Median               IQR            Outliers(*)  Rounds  Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_getitem     61.8545 (1.0)      116.0542 (1.30)     66.4558 (1.0)      7.7322 (5.89)     63.3200 (1.0)      5.9293 (7.14)             9;6     100           1
test_chunk_indexer_setitem     79.9292 (1.29)      89.0421 (1.0)      81.1771 (1.22)     1.3131 (1.0)      80.8769 (1.28)     0.8300 (1.0)              8;7     100           1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.96

------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_getitem      61.8737 (1.0)       73.9111 (1.0)       62.7819 (1.0)      1.5448 (1.0)       62.3339 (1.0)      0.6976 (1.0)              5;5     100           1
test_chunk_indexer_setitem     101.7798 (1.64)     160.0852 (2.17)     104.0415 (1.66)     7.5622 (4.90)     102.5512 (1.65)     0.9008 (1.29)            2;11     100           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.99

------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_getitem      62.1272 (1.0)       66.3424 (1.0)       62.8249 (1.0)      0.5956 (1.0)       62.7098 (1.0)      0.3428 (1.0)             10;9     100           1
test_chunk_indexer_setitem     330.1454 (5.31)     354.4347 (5.34)     333.3887 (5.31)     4.4091 (7.40)     332.4080 (5.30)     1.3881 (4.05)             6;7     100           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

master with MAX_HASH_LOAD=0.75; 2^23 keys (reference)

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     2.5804 (1.0)      2.6710 (1.0)      2.6278 (1.0)      0.0326 (6.19)     2.6251 (1.0)      0.0330 (8.44)             2;0       5           1
test_chunk_indexer_getitem     4.4887 (1.74)     4.5013 (1.69)     4.4920 (1.71)     0.0053 (1.0)      4.4897 (1.71)     0.0039 (1.0)              1;1       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

master with MAX_HASH_LOAD=0.86; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     2.9298 (1.0)      2.9426 (1.0)      2.9384 (1.0)      0.0053 (1.66)     2.9406 (1.0)      0.0069 (1.33)             1;0       5           1
test_chunk_indexer_getitem     4.5138 (1.54)     4.5214 (1.54)     4.5173 (1.54)     0.0032 (1.0)      4.5183 (1.54)     0.0052 (1.0)              2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.75; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.0050 (1.0)      3.1033 (1.0)      3.0502 (1.0)      0.0397 (1.0)      3.0381 (1.0)      0.0624 (1.0)              2;0       5           1
test_chunk_indexer_getitem     4.6098 (1.53)     4.8015 (1.55)     4.6989 (1.54)     0.0715 (1.80)     4.7039 (1.55)     0.0924 (1.48)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.86; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.4345 (1.0)      3.4495 (1.0)      3.4423 (1.0)      0.0053 (2.19)     3.4428 (1.0)      0.0050 (2.94)             2;0       5           1
test_chunk_indexer_getitem     4.4584 (1.30)     4.4641 (1.29)     4.4597 (1.30)     0.0024 (1.0)      4.4586 (1.30)     0.0017 (1.0)              1;1       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.90; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.8627 (1.0)      3.9393 (1.0)      3.8933 (1.0)      0.0325 (1.27)     3.8842 (1.0)      0.0538 (2.23)             1;0       5           1
test_chunk_indexer_getitem     4.5278 (1.17)     4.5923 (1.17)     4.5482 (1.17)     0.0255 (1.0)      4.5424 (1.17)     0.0241 (1.0)              1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.92; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.1471 (1.0)      4.1732 (1.0)      4.1603 (1.0)      0.0099 (2.59)     4.1600 (1.0)      0.0140 (2.86)             2;0       5           1
test_chunk_indexer_getitem     4.4698 (1.08)     4.4792 (1.07)     4.4760 (1.08)     0.0038 (1.0)      4.4761 (1.08)     0.0049 (1.0)              1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.93; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.3905 (1.0)      4.4019 (1.0)      4.3935 (1.0)      0.0048 (1.0)      4.3912 (1.0)      0.0049 (1.0)              1;0       5           1
test_chunk_indexer_getitem     4.5554 (1.04)     4.5789 (1.04)     4.5662 (1.04)     0.0101 (2.08)     4.5627 (1.04)     0.0172 (3.48)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

robin_hood with MAX_HASH_LOAD=0.95; 2^23 keys

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_getitem     4.4712 (1.0)      4.4826 (1.0)      4.4770 (1.0)      0.0049 (1.0)      4.4763 (1.0)      0.0087 (1.0)              2;0       5           1
test_chunk_indexer_setitem     5.1128 (1.14)     5.1369 (1.15)     5.1284 (1.15)     0.0092 (1.89)     5.1297 (1.15)     0.0092 (1.06)             1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Raw
render_benchmark.py
from collections import defaultdict, OrderedDict
import json
import re
import pygal
def load_data(name):
funcs = defaultdict(dict)
with open(name) as fdesc:
data = json.load(fdesc)
for benchmark in data['benchmarks']:
func_name, load = re.match("(.+)\[(.+)\]", benchmark['name']).groups()
funcs[func_name][load] = benchmark['stats']['min']
return {
test_name: OrderedDict(sorted(test_data.items(), key=lambda x: float(x[0])))
for test_name, test_data in funcs.items()
}
HEADER = """<html><head><title>Borg Benchmark results</title></head><body>"""
FILE = """<iframe src="{f_name}" width="800" height="800" frameBorder="0"></iframe> """
FOOTER = """</body></html>"""
def render():
data = OrderedDict([
# ('baseline', load_data('0008_baseline.json')),
# ('baseline', load_data('0016_baseline_f.json')),
# ('baseline', load_data('0034_baseline.json')),
# ('baseline_m', load_data('0030_baseline.json')),
('baseline', load_data('0054_baseline.json')),
('modulo', load_data('0055_modulo.json')),
# ('baseline_m', load_data('0014_baseline_m.json')),
# ('baseline_mf', load_data('0015_baseline_m.json')), #mf
# ('rh', load_data('0007_rh_np.json')),
# ('rh16', load_data('0010_rh_16.json')),
# ('rh16d', load_data('0017_rh_16_del.json')),
# ('rh_mmove', load_data('0018_rh_mmove.json')),
# ('rh_mmove_f', load_data('0029_rh_mmove.json')),
# ('rh_mm_64', load_data('0033_rh_mmove_64.json')),
# ('rh_mm_64_fin', load_data('0037_rh_fin.json')),
# ('rh_64', load_data('0042_rh_fix.json')),
# ('rh_64_d', load_data('0045_rh_64.json')),
# ('rh_16', load_data('0043_rh_fix.json')),
# ('rh_16', load_data('0046_rh_16.json')),
# ('rh_16_i', load_data('0047_rh_16_gi.json')),
# ('rh_64_addr', load_data('0051_rh_64_addr.json')),
# ('rh_addr', load_data('0053_rh_addr.json')),
# ('rh_mm_16_fin', load_data('0038_rh_fin_16.json')),
# ('rh_wip', load_data('0039_rh_del.json')),
# ('rh_wip2', load_data('0040_rh_del.json')),
# ('rh_mmove2', load_data('0022_rh_mmove.json')),
# ('rh_mmovex', load_data('0023_rh_mmove.json')),
# ('rh8', load_data('0006_rh.json')),
# ('split', load_data('0019_split.json')),
# ('split_a', load_data('0021_split.json')),
])
with open('results.html', 'w') as fd:
fd.write(HEADER)
for test_name in sorted(data['baseline'].keys()):
# if "del" in test_name or "churn" in test_name:
# continue
# if "getitem" not in test_name:
# continue
print(test_name)
chart = pygal.Bar()
chart.title = test_name
chart.x_labels = data['baseline'][test_name].keys()
for benchmark_name, bench_data in data.items():
print(benchmark_name, end=' ')
chart.add(benchmark_name, bench_data[test_name].values())
f_name = "{}.svg".format(test_name)
chart.render_to_file(f_name)
fd.write(FILE.format(f_name=f_name))
print()
print('-'*10)
fd.write(FOOTER)
render()
Raw
results.html
<html><head><title>Borg Benchmark results</title></head><body><iframe src="test_chunk_indexer_c_churn.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_delete.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_getitem.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_getitem_with_misses.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_setitem.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_setitem_after_deletion.svg" width="800" height="800" frameBorder="0"></iframe> <iframe src="test_chunk_indexer_c_setitem_update.svg" width="800" height="800" frameBorder="0"></iframe> </body></html>
Raw
rh-bench-2.md

1/3 miss for test_chunk_indexer_getitem 2^23 keys unless explicitly stated

As you can see the variation between multiple runs of the same benchmark is quite large. I've attempted to minimize errors by using multiple rounds (200 from 5) for the benchmark, but reduced the number of keys to 2^18 to keep the execution time reasonable.

My current hunch is CPU frequency scaling on my machine has caused the variations.

rh 93%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.6154 (1.0)      4.8925 (1.0)      4.6852 (1.0)      0.1170 (1.0)      4.6406 (1.0)      0.0942 (1.0)              1;1       5           1
test_chunk_indexer_getitem     8.2731 (1.79)     8.6004 (1.76)     8.4314 (1.80)     0.1257 (1.07)     8.4197 (1.81)     0.1851 (1.97)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

# 2**18 keys
------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     112.1436 (1.0)      130.6243 (1.0)      116.1420 (1.0)      2.6196 (1.13)     115.1328 (1.0)      2.8757 (1.76)            29;7     200           1
test_chunk_indexer_getitem     201.1404 (1.79)     216.5813 (1.66)     207.1470 (1.78)     2.3098 (1.0)      206.7306 (1.80)     1.6310 (1.0)            39;31     200           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     107.8818 (1.0)      122.5610 (1.0)      111.2042 (1.0)      2.3189 (1.0)      110.3162 (1.0)      2.7386 (1.0)             35;6     200           1
test_chunk_indexer_getitem     197.3264 (1.83)     244.0130 (1.99)     203.2360 (1.83)     6.8099 (2.94)     202.0415 (1.83)     2.7484 (1.00)             7;8     200           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

master 93%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.9379 (1.0)      4.3528 (1.0)      4.0651 (1.0)      0.1748 (1.0)      3.9646 (1.0)      0.2167 (1.0)              1;0       5           1
test_chunk_indexer_getitem     7.6866 (1.95)     8.9845 (2.06)     8.3772 (2.06)     0.5752 (3.29)     8.6559 (2.18)     0.9790 (4.52)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

# 2**18 keys
------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem      99.9542 (1.0)      119.7188 (1.0)      106.4715 (1.0)      2.4204 (1.0)      105.7763 (1.0)      2.5212 (1.0)            34;10     200           1
test_chunk_indexer_getitem     190.0146 (1.90)     232.9387 (1.95)     200.5831 (1.88)     3.8611 (1.60)     199.9607 (1.89)     4.7966 (1.90)            23;3     200           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
------------------------------------------------------------------------------- benchmark: 2 tests -------------------------------------------------------------------------------
Name (time in ms)                   Min                 Max                Mean            StdDev              Median               IQR            Outliers(*)  Rounds  Iterations
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     101.6603 (1.0)      121.4950 (1.0)      108.5343 (1.0)      2.3698 (1.0)      108.0460 (1.0)      2.6143 (1.17)            25;7     200           1
test_chunk_indexer_getitem     198.3586 (1.95)     234.1520 (1.93)     204.4055 (1.88)     3.1993 (1.35)     204.7602 (1.90)     2.2327 (1.0)            43;23     200           1
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

rh 75%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.4553 (1.0)      3.6284 (1.0)      3.5083 (1.0)      0.0710 (4.31)     3.4721 (1.0)      0.0790 (3.89)             1;0       5           1
test_chunk_indexer_getitem     7.6484 (2.21)     7.6900 (2.12)     7.6633 (2.18)     0.0165 (1.0)      7.6566 (2.21)     0.0203 (1.0)              1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

master 75%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.3341 (1.0)      3.4185 (1.0)      3.3756 (1.0)      0.0350 (1.0)      3.3848 (1.0)      0.0578 (1.0)              2;0       5           1
test_chunk_indexer_getitem     7.3606 (2.21)     7.7715 (2.27)     7.5088 (2.22)     0.1670 (4.77)     7.4839 (2.21)     0.2366 (4.09)             1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

rh 95%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.4743 (1.0)      4.5537 (1.0)      4.5124 (1.0)      0.0312 (4.90)     4.5198 (1.0)      0.0463 (7.42)             2;0       5           1
test_chunk_indexer_getitem     7.0300 (1.57)     7.0478 (1.55)     7.0390 (1.56)     0.0064 (1.0)      7.0383 (1.56)     0.0062 (1.0)              2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     3.9185 (1.0)      4.2065 (1.0)      3.9834 (1.0)      0.1249 (1.20)     3.9318 (1.0)      0.0780 (1.0)              1;1       5           1
test_chunk_indexer_getitem     7.0187 (1.79)     7.2453 (1.72)     7.1196 (1.79)     0.1041 (1.0)      7.0695 (1.80)     0.1845 (2.36)             1;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

master 95%

--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.2850 (1.0)      4.3482 (1.0)      4.3196 (1.0)      0.0233 (1.0)      4.3205 (1.0)      0.0288 (1.0)              2;0       5           1
test_chunk_indexer_getitem     7.4115 (1.73)     7.5948 (1.75)     7.5071 (1.74)     0.0761 (3.26)     7.4963 (1.74)     0.1283 (4.45)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
--------------------------------------------------------------------------- benchmark: 2 tests ---------------------------------------------------------------------------
Name (time in s)                  Min               Max              Mean            StdDev            Median               IQR            Outliers(*)  Rounds  Iterations
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_chunk_indexer_setitem     4.2805 (1.0)      4.4130 (1.0)      4.3463 (1.0)      0.0489 (1.0)      4.3498 (1.0)      0.0627 (1.0)              2;0       5           1
test_chunk_indexer_getitem     7.3554 (1.72)     7.6048 (1.72)     7.4595 (1.72)     0.1008 (2.06)     7.4603 (1.72)     0.1562 (2.49)             2;0       5           1
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------
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sizes.svg
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test_chunk_indexer_c_churn.svg
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test_chunk_indexer_c_delete.svg
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test_chunk_indexer_c_getitem.svg
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test_chunk_indexer_c_getitem_with_misses.svg
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test_chunk_indexer_c_setitem.svg
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test_chunk_indexer_c_setitem_after_deletion.svg
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