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"""
Benchmark Sorted List Datatypes
"""
import warnings
from .benchmark import *
# Tests.
@register_test
def add(func, size):
for val in lists[size][::100]:
func(val)
@register_test
def update_small(func, size):
func(lists[size][::10])
@register_test
def update_large(func, size):
func(lists[size])
@register_test
def contains(func, size):
for val in lists[size][::100]:
assert func(val)
@register_test
def remove(func, size):
for val in lists[size][::100]:
func(val)
@register_test
def delitem(func, size):
for val in range(int(size / 100)):
pos = random.randrange(size - val)
func(pos)
@register_test
def bisect(func, size):
for val in lists[size][::100]:
func(val)
@register_test
def getitem(func, size):
for val in lists[size][::100]:
assert func(val) == val
@register_test
def pop(func, size):
for val in range(int(size / 100)):
assert func() == (size - val - 1)
@register_test
def index(func, size):
for val in lists[size][::100]:
assert func(val) == val
@register_test
def iter(func, size):
assert all(idx == val for idx, val in enumerate(func()))
@register_test
def count(func, size):
for val in lists[size][::100]:
assert func(val) == 1
@register_test
def priorityqueue(func, size):
for val in lists[size][::10]:
func(val)
@register_test
def multiset(func, size):
for val in lists[size][::10]:
func(val)
@register_test
def ranking(func, size):
for val in lists[size][::10]:
func(val)
@register_test
def neighbor(func, size):
for val in lists[size][::10]:
func(val)
@register_test
def intervals(func, size):
for val in lists[size][::10]:
func(val)
@register_test
def init(func, size):
func(lists[size])
# Setups.
def do_nothing(obj, size):
pass
def fill_values(obj, size):
obj.update(sorted(lists[size]))
# Implementation imports.
from .context import sortedcontainers
from sortedcontainers import SortedList
kinds['SortedList'] = SortedList
from sortedcontainers import SortedKeyList
kinds['SortedKeyList'] = SortedKeyList
try:
from blist import sortedlist
kinds['B-Tree'] = sortedlist
except ImportError:
warnings.warn('No module named blist', ImportWarning)
try:
from .sortedcollection import SortedCollection
kinds['List'] = SortedCollection
except ImportError:
warnings.warn('No module named sortedcollection', ImportWarning)
# Implementation configuration.
for name in tests:
impls[name] = OrderedDict()
for name, kind in kinds.items():
impls['add'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'add',
'limit': 1000000
}
for name, kind in kinds.items():
impls['update_small'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'update',
'limit': 1000000
}
limit('update_small', 'List', 100000)
for name, kind in kinds.items():
impls['update_large'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'update',
'limit': 1000000
}
limit('update_large', 'List', 100000)
for name, kind in kinds.items():
impls['contains'][name] = {
'setup': fill_values,
'ctor': kind,
'func': '__contains__',
'limit': 1000000
}
for name, kind in kinds.items():
impls['remove'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'remove',
'limit': 1000000
}
for name, kind in kinds.items():
impls['delitem'][name] = {
'setup': fill_values,
'ctor': kind,
'func': '__delitem__',
'limit': 1000000
}
limit('delitem', 'List', 100000)
for name, kind in kinds.items():
impls['bisect'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'bisect',
'limit': 1000000
}
for name, kind in kinds.items():
impls['getitem'][name] = {
'setup': fill_values,
'ctor': kind,
'func': '__getitem__',
'limit': 1000000
}
for name, kind in kinds.items():
impls['pop'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'pop',
'limit': 1000000
}
for name, kind in kinds.items():
impls['index'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'index',
'limit': 1000000
}
for name, kind in kinds.items():
impls['iter'][name] = {
'setup': fill_values,
'ctor': kind,
'func': '__iter__',
'limit': 1000000
}
for name, kind in kinds.items():
impls['count'][name] = {
'setup': fill_values,
'ctor': kind,
'func': 'count',
'limit': 1000000
}
class Mixed:
def __init__(self, kind):
self.rand = random.Random(0)
self.kind = kind
def __call__(self, *args, **kwargs):
self.obj = self.kind(*args, **kwargs)
return self
def _reset(self, load):
self.obj._reset(load)
def update(self, values):
self.obj.update(values)
def run(self, value):
raise NotImplementedError
class PriorityQueue(Mixed):
def run(self, value):
"""
40% add
40% pop
10% discard
9% contains
1% iter (first 100 elements)
"""
obj = self.obj
pos = self.rand.randrange(100)
if pos < 40:
obj.add(value)
elif pos < 80:
obj.pop()
elif pos < 90:
obj.discard(value)
elif pos < 99:
value in obj
else:
for idx, temp in enumerate(obj):
if idx > 100:
break
for name, kind in kinds.items():
impls['priorityqueue'][name] = {
'setup': fill_values,
'ctor': PriorityQueue(kind),
'func': 'run',
'limit': 1000000
}
limit('priorityqueue', 'List', 100000)
class Multiset(Mixed):
def run(self, value):
"""
75% contains
10% add
10% remove
5% getitem
"""
obj = self.obj
pos = self.rand.randrange(100)
if pos < 75:
assert value in obj
elif pos < 85:
obj.add(value)
elif pos < 95:
obj.remove(value)
else:
if value < len(obj):
obj[value]
for name, kind in kinds.items():
impls['multiset'][name] = {
'setup': fill_values,
'ctor': Multiset(kind),
'func': 'run',
'limit': 1000000
}
limit('multiset', 'List', 100000)
class Ranking(Mixed):
def run(self, value):
"""
40% getitem
40% index
10% add
10% remove
"""
obj = self.obj
pos = self.rand.randrange(100)
if pos < 40:
if value < len(obj):
obj[value]
elif pos < 80:
assert obj.index(value) >= 0
elif pos < 90:
obj.add(value)
else:
obj.remove(value)
for name, kind in kinds.items():
impls['ranking'][name] = {
'setup': fill_values,
'ctor': Ranking(kind),
'func': 'run',
'limit': 1000000
}
limit('ranking', 'List', 100000)
class Neighbor(Mixed):
def run(self, value):
"""
75% bisect
10% add
10% remove
5% iter (first 100 elements)
"""
obj = self.obj
pos = self.rand.randrange(100)
if pos < 75:
obj.bisect(value)
elif pos < 85:
obj.add(value)
elif pos < 95:
obj.remove(value)
else:
for idx, temp in enumerate(obj):
if idx > 100:
break
for name, kind in kinds.items():
impls['neighbor'][name] = {
'setup': fill_values,
'ctor': Neighbor(kind),
'func': 'run',
'limit': 1000000
}
limit('neighbor', 'List', 100000)
class Intervals(Mixed):
def run(self, value):
"""
30% bisect
20% getitem
20% delitem
10% get-slice (range query)
10% add
10% discard
"""
obj = self.obj
pos = self.rand.randrange(100)
if pos < 30:
obj.bisect(value)
elif pos < 50:
if value < len(obj):
obj[value]
elif pos < 70:
if value < len(obj):
del obj[value]
elif pos < 80:
if value < len(obj):
limit = min(value + 100, len(obj))
other = self.rand.randrange(value, limit)
obj[value:other]
elif pos < 90:
obj.add(value)
else:
obj.discard(value)
for name, kind in kinds.items():
impls['intervals'][name] = {
'setup': fill_values,
'ctor': Intervals(kind),
'func': 'run',
'limit': 1000000
}
limit('intervals', 'List', 100000)
for name, kind in kinds.items():
impls['init'][name] = {
'setup': do_nothing,
'ctor': kind,
'func': '__init__',
'limit': 1000000
}
limit('init', 'B-Tree', 100000)
if __name__ == '__main__':
main('SortedList')
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