Skip to main content

A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML.

Project description

msgspec

msgspec is a fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML. It features:

  • 🚀 High performance encoders/decoders for common protocols. The JSON and MessagePack implementations regularly benchmark as the fastest options for Python.

  • 🎉 Support for a wide variety of Python types. Additional types may be supported through extensions.

  • 🔍 Zero-cost schema validation using familiar Python type annotations. In benchmarks msgspec decodes and validates JSON faster than orjson can decode it alone.

  • A speedy Struct type for representing structured data. If you already use dataclasses or attrs, structs should feel familiar. However, they're 5-60x faster for common operations.

All of this is included in a lightweight library with no required dependencies.


msgspec may be used for serialization alone, as a faster JSON or MessagePack library. For the greatest benefit though, we recommend using msgspec to handle the full serialization & validation workflow:

Define your message schemas using standard Python type annotations.

>>> import msgspec

>>> class User(msgspec.Struct):
...     """A new type describing a User"""
...     name: str
...     groups: set[str] = set()
...     email: str | None = None

Encode messages as JSON, or one of the many other supported protocols.

>>> alice = User("alice", groups={"admin", "engineering"})

>>> alice
User(name='alice', groups={"admin", "engineering"}, email=None)

>>> msg = msgspec.json.encode(alice)

>>> msg
b'{"name":"alice","groups":["admin","engineering"],"email":null}'

Decode messages back into Python objects, with optional schema validation.

>>> msgspec.json.decode(msg, type=User)
User(name='alice', groups={"admin", "engineering"}, email=None)

>>> msgspec.json.decode(b'{"name":"bob","groups":[123]}', type=User)
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
msgspec.ValidationError: Expected `str`, got `int` - at `$.groups[0]`

msgspec is designed to be as performant as possible, while retaining some of the nicities of validation libraries like pydantic. For supported types, encoding/decoding a message with msgspec can be ~10-80x faster than alternative libraries.

See the documentation for more information.

LICENSE

New BSD. See the License File.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

litestar-msgspec-0.19.0.tar.gz (214.9 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

litestar_msgspec-0.19.0-cp313-cp313-win_amd64.whl (187.3 kB view details)

Uploaded CPython 3.13Windows x86-64

litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_x86_64.whl (219.0 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_aarch64.whl (213.9 kB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (213.4 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (210.5 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

litestar_msgspec-0.19.0-cp313-cp313-macosx_11_0_arm64.whl (183.8 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

litestar_msgspec-0.19.0-cp313-cp313-macosx_10_13_x86_64.whl (190.4 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

litestar_msgspec-0.19.0-cp312-cp312-win_amd64.whl (187.3 kB view details)

Uploaded CPython 3.12Windows x86-64

litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_x86_64.whl (219.0 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_aarch64.whl (214.0 kB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (213.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (210.5 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

litestar_msgspec-0.19.0-cp312-cp312-macosx_11_0_arm64.whl (183.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

litestar_msgspec-0.19.0-cp312-cp312-macosx_10_13_x86_64.whl (190.3 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

litestar_msgspec-0.19.0-cp311-cp311-win_amd64.whl (186.0 kB view details)

Uploaded CPython 3.11Windows x86-64

litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_x86_64.whl (216.7 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_aarch64.whl (213.9 kB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (210.5 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (208.9 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

litestar_msgspec-0.19.0-cp311-cp311-macosx_11_0_arm64.whl (182.1 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

litestar_msgspec-0.19.0-cp311-cp311-macosx_10_9_x86_64.whl (187.8 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

litestar_msgspec-0.19.0-cp310-cp310-win_amd64.whl (186.0 kB view details)

Uploaded CPython 3.10Windows x86-64

litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_x86_64.whl (218.1 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_aarch64.whl (215.0 kB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (211.4 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (209.2 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

litestar_msgspec-0.19.0-cp310-cp310-macosx_11_0_arm64.whl (183.5 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

litestar_msgspec-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl (189.9 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

litestar_msgspec-0.19.0-cp39-cp39-win_amd64.whl (186.1 kB view details)

Uploaded CPython 3.9Windows x86-64

litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_x86_64.whl (218.0 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ x86-64

litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_aarch64.whl (214.9 kB view details)

Uploaded CPython 3.9musllinux: musl 1.2+ ARM64

litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (211.3 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (209.1 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

litestar_msgspec-0.19.0-cp39-cp39-macosx_11_0_arm64.whl (183.7 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

litestar_msgspec-0.19.0-cp39-cp39-macosx_10_9_x86_64.whl (189.8 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

File details

Details for the file litestar-msgspec-0.19.0.tar.gz.

File metadata

  • Download URL: litestar-msgspec-0.19.0.tar.gz
  • Upload date:
  • Size: 214.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.0.1 CPython/3.12.8

File hashes

Hashes for litestar-msgspec-0.19.0.tar.gz
Algorithm Hash digest
SHA256 f4da35bcf59ede024ed65db774a30fd0f503f435f33b275abbdaf2f75b5fc88d
MD5 684887ec9eb2ebb27d7e2eb25f0daf88
BLAKE2b-256 6fef028fa1a883718745587efb53ee639176ac4c0724ed38ea86cb2c6b8b0d96

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar-msgspec-0.19.0.tar.gz:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 26d680cd2a0924f3fda0cd90d77a6e6715fffc3da985e1ef7d53d5157940dece
MD5 83a9c67ca3a727ceafdeb55cf45ab063
BLAKE2b-256 31b5c004eda2eaf423f60684c12fc7da178794ff6525c7dcb58801a866a353c3

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-win_amd64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 f5acb0f95e91739b163edf3e3d58c9c777b8f5d1c7069fcb59bd0ae945cc739f
MD5 25ba8bff92bf0b9df56655b702b71f32
BLAKE2b-256 52990b65d96a5a1281fd70ba97896f97e546d8aa757b3c2b9fd27cfa1cca8307

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 1cec352a363d078c71ff1deacfbfeb978d6d16ad781a4415d4283b6566294fae
MD5 c7157aa7396a90300b6ce369ed3c4fdf
BLAKE2b-256 70d53d4c185b6cfabcd5aaf75c099745203678d3dbf69b3d7f30c2f5cd9a7bc1

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b77f5e98e0c97a7f1ec71bf067cc03e9a0749e7d0e7aba3c1dfa20807e9a96ee
MD5 7a801ec5c2c21367ca19a1ba96717dec
BLAKE2b-256 c1a8eaf7d0751b61d576ac16cffba5ad79a75c8705a20525a1eb8a3d69544af4

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 15232e2b3fb7f4e03797778b334c50f435c35226164b07313ebfda60c43cc164
MD5 f0971cb57853733d4c7ad2b533cf5002
BLAKE2b-256 591fbe0daa3756ab9a96e8f0c64729e6918737f2977d366ba373751414a72f59

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0b80164da4fb8bfbdd0016925bbecf65ae25d37f602fc03bf079fe4d6f5040b1
MD5 c907e0c4f90bcd02d4e2bfefb5e2144d
BLAKE2b-256 53e3f94475705bf36ee3e02b95f611cc6b0c0b3d07e76d6b40be32b21d82bfa7

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 42a6378c80875bb96888f445c0d62017675630cb4334c523272f7094cb2c50a2
MD5 de31021b7fb5ff1d5bab07f763830405
BLAKE2b-256 c3639b1fcc1c3e0f85a18df6b98ca7a4815d7eed904ef54052c1278e0619234a

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 813a5b4509f70a7b4635b98d6f632ef7b6c2a84961edbedb9a2f89afb0851add
MD5 11f31e004f170a40263019665e8b8c3c
BLAKE2b-256 e39323f93c6be0871e6ab8acafd0b1d1752129af98b76cf52cd9a95a648c481c

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-win_amd64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c7c413426d63c59876b3adbd9b402380893a73c1b427fec1ec621def0a7fe604
MD5 39b3e37dc6b934fd4481b29ebb0800a3
BLAKE2b-256 8bde714235b338d5dafccb6e7dadee4c845af2b145c95a13d286e05bc3580c97

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 0c0c67a4779a7e3b0215063da1c96a09c0f0595dae6fda1a64db8aecca9862ee
MD5 af05d1a6deb1ef13ba642c3f79c2fb5d
BLAKE2b-256 8c3acf3722f5e1fd346a475f92c839bf5fcdcea89759a5df33da1b34ff30aad2

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 b134b1e5f1cd6e0c986ed6bb4d410a04a36bffdd53e74c4817bca2cd67290a58
MD5 960542e1e4eba8c7dd11bea5f2216afa
BLAKE2b-256 6b89f9e0e2ba805f987230e3f3fd72f638d00dd7f7ca9a5a9a03d69b5dd60f2d

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 753f4cad61b525ada4b1bff2d875aa822f1acfd3bac9b24e9cc3554caf01e3a7
MD5 e72b66b1368580745ba4915bf308fb2b
BLAKE2b-256 cad3fc6de79d6753ca91c44363d7b5a4ddef73451789af4028fdd71f4d3a3087

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a33b036d6fb26be255800df092dd77e7e44b9b45bb60ffc62491a8a49fbf70e6
MD5 9bec36ef551b9e246904b5a33c4d0546
BLAKE2b-256 897ec57b9d17fa0c0fa28473a4c0016f8032c5a175b78a89b0ffbe36f72bc54d

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 76f39091e0c7ef1bcec23528552997e6cef691a960c8523ddde7488ba70da252
MD5 8ea237617e7139bc3fc2b437251f4c02
BLAKE2b-256 1c113d7296fab23a3ef3c47b9089f973eab9b1254cb95cff3641dd516499391e

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 0cedd10334a9fe3686b06e7a42ff74e0e7271812326da8b20e29dee98b74ad0f
MD5 df0b22fc6d04a3c7a1ecc672f1cdad31
BLAKE2b-256 36941f8dcc592d259a9fec6e4d2258e6297957456e085a41eee161b32e7ed5f6

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-win_amd64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 2bef1c7b8f80a14b8d346de1c16710ecd2d8d56264eda328802308ee0468f5bf
MD5 28e2a7a99e1f007b990936a8c2577c7b
BLAKE2b-256 f2e5fe57237ae73dd94dedce3887fcc4e6d4229ee22ef8bde32c5e5de58dee36

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 e0fd5d4de6e203c7fff27efe7e6a6f36ca3ddb249d80b54b072bb505d2fc5b3d
MD5 c827d162f5de6a6dbe204091ecabbb44
BLAKE2b-256 041405d1c1ffa2bb7490d642fbc2aa50f571a1ddd042d6d81e5f9338830b931a

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 691dc06799c4756aa825bf076d42bdfb747d2f825d37c78d6853a072aacceb9d
MD5 96fdceeea671a7addb763b92208ecc6e
BLAKE2b-256 99d91545e1646294dfb2ce2f3802b4bfc66107f8e802e47590efdd0ead5963b1

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 85a463141ac322db32f42b4b213fd44ed74efd22fb8ad1dbdc9d96cb14320ecd
MD5 7194a089e6b0e645db78992a741b4b44
BLAKE2b-256 a3e41e93e47c0619868a348e3b318d3252e4514086ddff71ae5701b9ca6e332c

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 dd6289755bb26807b3cb914b3ac86d3850d406dccb4ef5b14203eac844ba20cc
MD5 4e415140798d90852f69b9504be866f6
BLAKE2b-256 e296f63b1fb4b112adfca6f69428495d7cddcbcfe5b12a5e69b587795043d966

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 742de2a703ec261e98846ee426fc8362bff3382399ceca4fb6064e32850d27d9
MD5 9d82d475e058ddba70eb522daf077c80
BLAKE2b-256 c666f60f0661d80b0133dd0778a149863118bc0184d9be29b424dd457c29a58b

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 64cb18c857390c47cce339f713742fc7183732be1b8f76a9679b259e6fba9a14
MD5 8b696c085dcef625f64125e3c1720b9e
BLAKE2b-256 ee0381b19f44264b43c7ea5d3d5649a8eb833ea2c9bf39eac7c3960f973a2de2

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-win_amd64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 9812a03cf151a754cd0da8126a41e2bf6762e312c36a6677be4c8de0fc699aa3
MD5 8636c900e2effce416fc3df496dc22b1
BLAKE2b-256 6b8d23ebf883c68d8a3338eddd0ec662fea076a6419099dbb724da07d5e76ee8

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 8947dcfccbd7d7ff7bdc14a917fa619e93cfe0afd971a28f82a212bb1993bfd8
MD5 5972d12fdc9b1ba137bc49d8809c6217
BLAKE2b-256 e347573727827721f71b13f2103dcad987bc726c8b7a1e1c4380060a612a8a1b

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 7d3c2c70a516c23be68e1f40b1b988424e646b84478a577104d6463c19083dd2
MD5 1ebed41f9ff23c51fb8bb8c589ee8895
BLAKE2b-256 1bce2d3f59dae93bd0464fb6edcf46b29175bf8eec11c0887f360bf33d12e044

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 63853a36e5708d09b8d923a6f3fbfd77dbaa114882e11e90ab2f23d68947a89b
MD5 3698909c4f7b115e99d55fdeabb724d3
BLAKE2b-256 bacc0b1f5aba81421d764a5582f35b90e11f47a62796c847d5862ff1cc127132

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ffab8bfdd657f938476567cae7ddbcd15d17f568a72034763b4baef8acb57cf8
MD5 5d2438d2f9350b70c989237d09e7d82a
BLAKE2b-256 75588fcca2d3af710899a23129ce9c422256c722f6021c4ee5bfcc4d6a11d392

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 677b0edca40dee67fa42c63b5771d631ccd15595795eec3a00df8e5b875003f5
MD5 ce07c79bb8985598e4fef5aee42e393c
BLAKE2b-256 4167e0a577e0f76402e2a510ea8a817a745a57230a4bc405eb88e2fe993da20d

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-win_amd64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 51c3b9938552349fa586ce8044b8c8357ef73e2e7f6430e62fdbde56d1b8cb98
MD5 63c17223c74750325c6a63c110370693
BLAKE2b-256 ef4abbcc6ab7c77233ec28e813c9db4b05e3506dd8ed63385bfb9348b881a1c8

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-win_amd64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 d41167d16869ed47d08a314f3babb0fc7954cfe1c06ab061c9209600d5e7beec
MD5 30892ce1fe9eb03bd5f9530f6756c439
BLAKE2b-256 4187541e85acfb893449df68e898fe817cb40a3f8fc4b368f6102c9eb0391682

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 ad63dbd26c672621ad7bc6c1b1b9033166c1116b01d2033e68eace0b6de66145
MD5 a657880ee95dbc5ad684463c5078c429
BLAKE2b-256 f8469fbd15a5b4ffb3c665ed17912cb6474021e1c1b2705cd236458c0cc5909f

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 c888b8d3ce8cdd6830e82cef37cebccff9e75069c8d788b15f4c31bcf46fa0cc
MD5 66c8d6e22ce6533eb3a0a6e244d40490
BLAKE2b-256 f75901b4b6a1f1ed913c7fefa793cc65224951cf3c6c9f3a2b951b6b3e37d812

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 9861fb12b337b739b3f6a7cc66ed8036949931d5e2982aa5fc9df622c7f49775
MD5 caa5819fe2ef1ea81221bab31a7cbcf9
BLAKE2b-256 b0562fe8e69c806b1d1814d333ccc0dc7e10b34d524f601c876b24396ceb8d0e

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8e78b926904fafbf5bdf4aa7982447f8e25ef84ad6e2b3c2c989f6186eadfdb9
MD5 a0bb75343d66f28be57f1c1d56b5a75d
BLAKE2b-256 39fae0afde3e987effeeaafcec8a48f3ee196558760b2a26c1f9c88810e12710

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file litestar_msgspec-0.19.0-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for litestar_msgspec-0.19.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 6f946515a2939e0c9026b1cf8cf6da544d9f06b768b040f913a59a40f83777ed
MD5 14e51a4694e6165b6db3d8ac55c46c24
BLAKE2b-256 2105fc4489503fe1ccd42e29701cef51bec95c64a91bec252f26640aa784937e

See more details on using hashes here.

Provenance

The following attestation bundles were made for litestar_msgspec-0.19.0-cp39-cp39-macosx_10_9_x86_64.whl:

Publisher: ci.yml on litestar-org/litestar-msgspec

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page