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A faster python pickle replacement

Project description

This module can be used as transparent replacement for pickle.

Difference to original python pickle:

  • no memo attribute.

  • no clear_memo().

  • no persistent_id interface.

  • byte strings are always assumed to be utf-8 encoded.

  • Pickler has an additional with_refs parameter. Setting with_refs to false, the pickler will ignore object references. This can result in an extra speed boost.

Installation

larch-pickle needs the boost library for compilation. If boost is not in the standard include path install it with:

python build_ext -I /path/to/boost install

Security

Version 1.4.0 introduced a secure parameter in Unpickler. With secure=True the Unpickler loads only objects that, are registered as secure. To register secure objects you can

  • use the decorator secure_unpickle

  • set the attribute __pickle_secure__ = True

  • add a module name to secure_modules

Speed compared to some other pickler packages

dump Dictionaries (10 loops)

Package

Seconds

Size

larch-pickle

0.30802

9714411

marshal

0.354808

15975952

msgpack

0.428291

9810043

ujson

0.555553

13101307

json

0.857648

14365311

Pickle-3.13.1

1.14954

10276493

load Dictionaries (10 loops)

Package

Seconds

larch-pickle

0.766926

marshal

0.814134

Pickle-3.13.1

0.819185

msgpack

0.844517

json

0.904898

ujson

0.913147

dump Objects (10 loops)

Package

Seconds

Size

larch-pickle

0.359494

10014419

Pickle-3.13.1

1.18986

10416542

load Objects (10 loops)

Package

Seconds

larch-pickle

0.847492

Pickle-3.13.1

0.85291

dump Strings (10 loops)

Package

Seconds

Size

msgpack

0.19541

28782143

marshal

0.308926

32481517

larch-pickle

0.450725

10885236

Pickle-3.13.1

0.546272

17726498

ujson

0.547605

30722275

json

0.583875

31701248

load Strings (10 loops)

Package

Seconds

larch-pickle

0.17225

Pickle-3.13.1

0.306568

msgpack

0.435994

marshal

0.436601

json

0.549098

ujson

0.729321

dump Lists (10 loops)

Package

Seconds

Size

marshal

0.455435

42358637

larch-pickle

0.742083

14836084

msgpack

0.839755

30757567

ujson

1.26378

34673123

json

1.71007

35652096

Pickle-3.13.1

2.96611

23654090

load Lists (10 loops)

Package

Seconds

larch-pickle

1.00482

msgpack

1.25386

marshal

1.26315

json

1.54972

Pickle-3.13.1

1.70148

ujson

1.72284

Project details


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