hyperlight-hyperspec

hyperspec 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 hyperspec 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.

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

Define your message schemas using standard Python type annotations.

>>> import hyperspec

>>> class User(hyperspec.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 = hyperspec.json.encode(alice)

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

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

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

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

hyperspec 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 hyperspec can be ~10-80x faster than alternative libraries.

See the documentation for more information.

LICENSE

New BSD. See the License File.

Metadata

Release files for hyperlight-hyperspec 0.1.13

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hyperlight-hyperspec 0.1.13
File	Size	Uploaded
hyperlight_hyperspec-0.1.13.tar.gz	319.9 kB	Dec 24, 2025	Details

Built distributions (wheels)

Table of built distributions (wheels) for hyperlight-hyperspec 0.1.13
File	Interpreter	ABI	Platform	Reset
hyperlight_hyperspec-0.1.13-cp314-cp314t-win_arm64.whl 187.5 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314t-win_amd64.whl 205.7 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 229.7 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 227.8 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl 195.4 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314t-macosx_10_15_x86_64.whl 203.6 kB Dec 24, 2025	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-win_arm64.whl 182.8 kB Dec 24, 2025	CPython 3.14	CPython 3.14	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-win_amd64.whl 193.1 kB Dec 24, 2025	CPython 3.14	CPython 3.14	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 225.4 kB Dec 24, 2025	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 222.7 kB Dec 24, 2025	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-macosx_11_0_arm64.whl 190.0 kB Dec 24, 2025	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp314-cp314-macosx_10_15_x86_64.whl 199.0 kB Dec 24, 2025	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-win_arm64.whl 175.7 kB Dec 24, 2025	CPython 3.13	CPython 3.13	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-win_amd64.whl 189.2 kB Dec 24, 2025	CPython 3.13	CPython 3.13	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 219.5 kB Dec 24, 2025	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 216.0 kB Dec 24, 2025	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-macosx_11_0_arm64.whl 187.9 kB Dec 24, 2025	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp313-cp313-macosx_10_13_x86_64.whl 195.0 kB Dec 24, 2025	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-win_arm64.whl 175.7 kB Dec 24, 2025	CPython 3.12	CPython 3.12	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-win_amd64.whl 189.2 kB Dec 24, 2025	CPython 3.12	CPython 3.12	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 219.4 kB Dec 24, 2025	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 215.9 kB Dec 24, 2025	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-macosx_11_0_arm64.whl 187.9 kB Dec 24, 2025	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp312-cp312-macosx_10_13_x86_64.whl 195.0 kB Dec 24, 2025	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-win_arm64.whl 174.7 kB Dec 24, 2025	CPython 3.11	CPython 3.11	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-win_amd64.whl 188.1 kB Dec 24, 2025	CPython 3.11	CPython 3.11	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 221.8 kB Dec 24, 2025	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 219.8 kB Dec 24, 2025	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-macosx_11_0_arm64.whl 186.9 kB Dec 24, 2025	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp311-cp311-macosx_10_9_x86_64.whl 193.5 kB Dec 24, 2025	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-win_arm64.whl 174.5 kB Dec 24, 2025	CPython 3.10	CPython 3.10	Windows ARM64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-win_amd64.whl 187.9 kB Dec 24, 2025	CPython 3.10	CPython 3.10	Windows x86-64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 223.9 kB Dec 24, 2025	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 220.9 kB Dec 24, 2025	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-macosx_11_0_arm64.whl 188.6 kB Dec 24, 2025	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
hyperlight_hyperspec-0.1.13-cp310-cp310-macosx_10_9_x86_64.whl 195.2 kB Dec 24, 2025	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 7.5 MB

Release files / hyperlight_hyperspec-0.1.13.tar.gz

Download URL	hyperlight_hyperspec-0.1.13.tar.gz
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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-win_arm64.whl

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Size	187.5 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows ARM64
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Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-win_amd64.whl

Download URL	hyperlight_hyperspec-0.1.13-cp314-cp314t-win_amd64.whl
Size	205.7 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-64
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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	hyperlight_hyperspec-0.1.13-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Size	227.8 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
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Publishing repository: github.com/adalundhe/hyperspec
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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-macosx_11_0_arm64.whl

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314t-macosx_10_15_x86_64.whl

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Size	203.6 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`a6c9ba9dd34e6bb11f11b17c48db462150d1650625740fab2097840da2ec5fca`
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Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-win_arm64.whl

Download URL	hyperlight_hyperspec-0.1.13-cp314-cp314-win_arm64.whl
Size	182.8 kB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`cfeeb517b0902bdf2ae89e22226b1445edfa9c7d69c7b382b523c5d0b9e9c963`
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Publishing configuration: github.com/adalundhe/hyperspec/blob/8d42ea2b929bad019ca6e01bf19f4c13580391ef/.github/workflows/ci.yml
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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-win_amd64.whl

Download URL	hyperlight_hyperspec-0.1.13-cp314-cp314-win_amd64.whl
Size	193.1 kB
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Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-macosx_11_0_arm64.whl

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp314-cp314-macosx_10_15_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-win_arm64.whl

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Provenance

Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-macosx_11_0_arm64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp313-cp313-macosx_10_13_x86_64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp312-cp312-win_arm64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Artifact

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Release files / hyperlight_hyperspec-0.1.13-cp312-cp312-win_amd64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Artifact

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Release files / hyperlight_hyperspec-0.1.13-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Dec 24, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/adalundhe/hyperspec
Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp312-cp312-macosx_11_0_arm64.whl

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Release files / hyperlight_hyperspec-0.1.13-cp310-cp310-win_arm64.whl

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Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / hyperlight_hyperspec-0.1.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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Release files / hyperlight_hyperspec-0.1.13-cp310-cp310-macosx_11_0_arm64.whl

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Release files / hyperlight_hyperspec-0.1.13-cp310-cp310-macosx_10_9_x86_64.whl

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Publishing commit: github.com/adalundhe/hyperspec/tree/8d42ea2b929bad019ca6e01bf19f4c13580391ef

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0.1.13 This release

Dec 24, 2025 37 release files

hyperlight-hyperspec 0.1.13

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