jsonpickle_benchmarks.py

"""
Run "make benchmark" in the directory that this file is in.
This will test the version of jsonpickle inside the local directory,
NOT the pip installed version.
To test the pip installed version, run this outside the jsonpickle directory:
py.test --benchmark-only --benchmark-histogram=./jsonpickle/images/benchmark-$(date +%Y-%m-%dT%T%z) ./jsonpickle/jsonpickle_benchmarks.py
MAKE SURE you have pytest-benchmark pip installed.
"""

import itertools

import jsonpickle

# DEFINTIIONS:
# HOMOGENOUS - Except for sets, each container may only have integers, floats, strings,
# and itself inside it
# HETEROGENOUS - Except for sets, each container must have at least one of every other
# container type being tested
# SIMPLE - Each container must have two each of integers, floats, and strings
# COMPLEX - Each container must have four each of integers, floats, and strings

# SETUP
###################################################################################


class SlotPickleMixin(object):
    def __getstate__(self):
        all_slots = itertools.chain.from_iterable(
            getattr(cls, "__slots__", []) for cls in self.__class__.__mro__
        )
        return dict(
            (slot, getattr(self, slot)) for slot in all_slots if hasattr(self, slot)
        )

    def __setstate__(self, state):
        for slot, value in dict(state).items():
            setattr(self, slot, value)


class MyClass(object):
    __slots__ = ["idk", "idk2"]

    def __init__(self):
        self.idk = {
            "a": 0,
            "b": [0.5783, 1, 2.5789],
            "c": {0, 1.87559, 2},
            "d": ["0", "1", "2"],
            "e": {"0", "1", "2"},
            "f": {"a": 0, "b": {"a": 1}},
        }
        self.idk2 = [
            "a",
            "b",
            "c",
            0,
            0.18752,
            2,
            ["a", "b", "c", 0.8579, 1, 2.59757],
            (self.idk, self.idk),
        ]


class MyClassGetState(SlotPickleMixin):
    __slots__ = ["idk", "idk2"]

    def __init__(self):
        self.idk = {
            "a": 0,
            "b": [0.5783, 1, 2.5789],
            "c": {0, 1.87559, 2},
            "d": ["0", "1", "2"],
            "e": {"0", "1", "2"},
            "f": {"a": 0, "b": {"a": 1}},
        }
        self.idk2 = [
            "a",
            "b",
            "c",
            0,
            0.18752,
            2,
            ["a", "b", "c", 0.8579, 1, 2.59757],
            (self.idk, self.idk),
        ]

    def __getstate__(self):
        return SlotPickleMixin.__getstate__(self)

    def __setstate__(self, object_state):
        SlotPickleMixin.__setstate__(self, object_state)


class MyClassSimple(object):
    def __init__(self):
        self.idk = {"a": 0}
        self.idk2 = ["a", 0]


HOMOGENOUS_COMPLEX_DICT = {
    "a": 0,
    "b": 4.2,
    "c": {6.9: "d"},
    -1: {5: 5},
    6: {8.42: -2.5},
}
HOMOGENOUS_COMPLEX_LIST = [
    "a",
    0,
    "b",
    4.2,
    "c",
    [6.9, "d"],
    -1,
    [5, 5],
    6,
    [8.42, -2.5],
]
HOMOGENOUS_COMPLEX_TUPLE = (
    "a",
    0,
    "b",
    4.2,
    "c",
    (6.9, "d"),
    -1,
    (5, 5),
    6,
    (8.42, -2.5),
)
# can't put a set inside a set :(
HOMOGENOUS_COMPLEX_SET = {
    "a",
    0,
    "b",
    4.2,
    "c",
    (6.9, "d"),
    -1,
    (5, 5),
    6,
    (8.42, -2.5),
}

HETEROGENOUS_COMPLEX_DICT = {
    "a": (0, "1"),
    2.53: [3, 1],
    "c": {4.2, 6.9},
    "d": {1: 5.432},
}
HETEROGENOUS_COMPLEX_LIST = [
    "a",
    (0, "1"),
    2.53,
    [3, 1],
    "c",
    {4.2, 6.9},
    "d",
    {1: 5.432},
]
HETEROGENOUS_COMPLEX_TUPLE = (
    "a",
    (0, "1"),
    2.53,
    [3, 1],
    "c",
    {4.2, 6.9},
    "d",
    {1: 5.432},
)
HETEROGENOUS_COMPLEX_SET = {
    "a",
    (0, "1"),
    2.53,
    (3, 1),
    "c",
    (4.2, 6.9),
    "d",
    (1, 5.432),
}

simple_dict_encoded = jsonpickle.encode({"a": 0, "b": 4.2, 3: 6.9})
simple_list_encoded = jsonpickle.encode(["a", 0, "b", 4.2, 3, 6.9])
simple_tuple_encoded = jsonpickle.encode(("a", 0, "b", 4.2, 3, 6.9))
simple_set_encoded = jsonpickle.encode({"a", 0, "b", 4.2, 3, 6.9})

homogenous_dict_encoded = jsonpickle.encode(HOMOGENOUS_COMPLEX_DICT)
homogenous_list_encoded = jsonpickle.encode(HOMOGENOUS_COMPLEX_LIST)
homogenous_tuple_encoded = jsonpickle.encode(HOMOGENOUS_COMPLEX_TUPLE)
homogenous_set_encoded = jsonpickle.encode(HOMOGENOUS_COMPLEX_SET)

heterogenous_dict_encoded = jsonpickle.encode(HETEROGENOUS_COMPLEX_DICT)
heterogenous_list_encoded = jsonpickle.encode(HETEROGENOUS_COMPLEX_LIST)
heterogenous_tuple_encoded = jsonpickle.encode(HETEROGENOUS_COMPLEX_TUPLE)
heterogenous_set_encoded = jsonpickle.encode(HETEROGENOUS_COMPLEX_SET)

simple_class_encoded = jsonpickle.encode(MyClassSimple())
class_encoded = jsonpickle.encode(MyClass())
state_class_encoded = jsonpickle.encode(MyClassGetState())
###################################################################################

# SIMPLE PRIMITIVE ENCODE/DECODE


def simple_dict_encode(benchmark):
    benchmark(jsonpickle.encode, {"a": 0})


def simple_dict_decode(benchmark):
    benchmark(jsonpickle.decode, simple_dict_encoded)


def simple_list_encode(benchmark):
    benchmark(jsonpickle.encode, ["a", 0])


def simple_list_decode(benchmark):
    benchmark(jsonpickle.decode, simple_list_encoded)


def simple_tuple_encode(benchmark):
    benchmark(jsonpickle.encode, ("a", 0))


def simple_tuple_decode(benchmark):
    benchmark(jsonpickle.decode, simple_tuple_encoded)


def simple_set_encode(benchmark):
    benchmark(jsonpickle.encode, {"a", 0})


def simple_set_decode(benchmark):
    benchmark(jsonpickle.decode, simple_set_encoded)


# COMPLEX HOMOGENOUS PRIMITIVE ENCODE/DECODE
def complex_homogenous_dict_encode(benchmark):
    benchmark(jsonpickle.encode, HOMOGENOUS_COMPLEX_DICT)


def complex_homogenous_dict_decode(benchmark):
    benchmark(jsonpickle.decode, homogenous_dict_encoded)


def complex_homogenous_list_encode(benchmark):
    benchmark(jsonpickle.encode, HOMOGENOUS_COMPLEX_LIST)


def complex_homogenous_list_decode(benchmark):
    benchmark(jsonpickle.decode, homogenous_list_encoded)


def complex_homogenous_tuple_encode(benchmark):
    benchmark(jsonpickle.encode, HOMOGENOUS_COMPLEX_TUPLE)


def complex_homogenous_tuple_decode(benchmark):
    benchmark(jsonpickle.decode, homogenous_tuple_encoded)


def complex_homogenous_set_encode(benchmark):
    benchmark(jsonpickle.encode, HOMOGENOUS_COMPLEX_SET)


def complex_homogenous_set_decode(benchmark):
    benchmark(jsonpickle.decode, homogenous_set_encoded)


# COMPLEX HETEROGENOUS PRIMITIVE ENCODE/DECODE
def complex_heterogenous_dict_encode(benchmark):
    benchmark(jsonpickle.encode, HETEROGENOUS_COMPLEX_DICT)


def complex_heterogenous_dict_decode(benchmark):
    benchmark(jsonpickle.decode, heterogenous_dict_encoded)


def complex_heterogenous_list_encode(benchmark):
    benchmark(jsonpickle.encode, HETEROGENOUS_COMPLEX_LIST)


def complex_heterogenous_list_decode(benchmark):
    benchmark(jsonpickle.decode, heterogenous_list_encoded)


def complex_heterogenous_tuple_encode(benchmark):
    benchmark(jsonpickle.encode, HETEROGENOUS_COMPLEX_TUPLE)


def complex_heterogenous_tuple_decode(benchmark):
    benchmark(jsonpickle.decode, heterogenous_tuple_encoded)


def complex_heterogenous_set_encode(benchmark):
    benchmark(jsonpickle.encode, HETEROGENOUS_COMPLEX_SET)


def complex_heterogenous_set_decode(benchmark):
    benchmark(jsonpickle.decode, heterogenous_set_encoded)


# CUSTOM CLASS ENCODE/DECODE
def simple_class_encode(benchmark):
    benchmark(jsonpickle.encode, MyClassSimple())


def simple_class_decode(benchmark):
    benchmark(jsonpickle.decode, simple_class_encoded)


def complex_class_encode(benchmark):
    benchmark(jsonpickle.encode, MyClass())


def complex_class_decode(benchmark):
    benchmark(jsonpickle.decode, class_encoded)


def state_class_encode(benchmark):
    benchmark(jsonpickle.encode, MyClassGetState())


def state_class_decode(benchmark):
    benchmark(jsonpickle.decode, state_class_encoded)