Highly scalable, extremely fast, easy-to-use embeddable graph database

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for adsharma from gravatar.com adsharma

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Tags graph , database
  • Requires: Python <3.15, >=3.10
  • Provides-Extra: dev
Report project as malware

Project description

Ladybug Logo

Github Actions Badge discord twitter

Ladybug

Ladybug is an embedded graph database built for query speed and scalability. Ladybug is optimized for handling complex analytical workloads on very large databases and provides a set of retrieval features, such as a full text search and vector indices. Our core feature set includes:

  • Flexible Property Graph Data Model and Cypher query language
  • Embeddable, serverless integration into applications
  • Native full text search and vector index
  • Columnar disk-based storage
  • Columnar sparse row-based (CSR) adjacency list/join indices
  • Vectorized and factorized query processor
  • Novel and very fast join algorithms
  • Multi-core query parallelism
  • Serializable ACID transactions
  • Wasm (WebAssembly) bindings for fast, secure execution in the browser

Ladybug is being developed by LadybugDB Developers and is available under a permissive license. So try it out and help us make it better! We welcome your feedback and feature requests.

The database was formerly known as Kuzu.

Installation

Language Installation
Python pip install ladybug
NodeJS npm install @ladybugdb/core
Rust cargo add lbug
Go go get github.com/LadybugDB/go-ladybug
Swift lbug-swift
Java Maven Central
C/C++ precompiled binaries
CLI precompiled binaries

To learn more about installation, see our Installation page.

Getting Started

Refer to our Getting Started page for your first example.

Build from Source

You can build from source using the instructions provided in the developer guide.

Contributing

We welcome contributions to Ladybug. If you are interested in contributing to Ladybug, please read our Contributing Guide.

License

By contributing to Ladybug, you agree that your contributions will be licensed under the MIT License.

Contact

You can contact us at social@ladybugdb.com or join our Discord community.

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for adsharma from gravatar.com adsharma

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT
  • Tags graph , database
  • Requires: Python <3.15, >=3.10
  • Provides-Extra: dev

Release history Release notifications | RSS feed

0.18.0.dev20260616 pre-release

0.18.0.dev20260613 pre-release

0.18.0.dev20260612 pre-release

0.18.0.dev20260611 pre-release

0.18.0.dev20260610 pre-release

0.17.1

0.17.0

0.17.0.dev20260601 pre-release

0.17.0.dev20260531 pre-release

0.17.0.dev20260530 pre-release

0.17.0.dev20260529 pre-release

0.17.0.dev20260528 pre-release

0.17.0.dev20260527 pre-release

0.17.0.dev20260526 pre-release

0.17.0.dev20260522 pre-release

0.17.0.dev20260520 pre-release

0.17.0.dev20260519 pre-release

0.17.0.dev20260518 pre-release

0.17.0.dev20260517 pre-release

0.17.0.dev20260516 pre-release

0.17.0.dev20260515 pre-release

0.17.0.dev20260514 pre-release

0.16.1

0.16.1.dev20260512 pre-release

This version

0.16.1.dev20260511 pre-release

0.16.0

0.15.4

0.15.3

0.0.2

0.0.1

Download files

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

Source Distribution

ladybug-0.16.1.dev20260511.tar.gz (10.1 MB view details)

Uploaded Source

Built Distributions

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

ladybug-0.16.1.dev20260511-cp314-cp314-win_amd64.whl (5.3 MB view details)

Uploaded CPython 3.14Windows x86-64

ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_x86_64.whl (8.6 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ x86-64

ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_aarch64.whl (7.8 MB view details)

Uploaded CPython 3.14musllinux: musl 1.2+ ARM64

ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.8 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (6.9 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.14macOS 13.0+ x86-64

ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_arm64.whl (4.1 MB view details)

Uploaded CPython 3.14macOS 13.0+ ARM64

ladybug-0.16.1.dev20260511-cp313-cp313-win_amd64.whl (5.2 MB view details)

Uploaded CPython 3.13Windows x86-64

ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_x86_64.whl (8.6 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_aarch64.whl (7.8 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ ARM64

ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.8 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (6.9 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.13macOS 13.0+ x86-64

ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_arm64.whl (4.1 MB view details)

Uploaded CPython 3.13macOS 13.0+ ARM64

ladybug-0.16.1.dev20260511-cp312-cp312-win_amd64.whl (5.2 MB view details)

Uploaded CPython 3.12Windows x86-64

ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_x86_64.whl (8.6 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_aarch64.whl (7.8 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ ARM64

ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.8 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (6.9 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.12macOS 13.0+ x86-64

ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_arm64.whl (4.1 MB view details)

Uploaded CPython 3.12macOS 13.0+ ARM64

ladybug-0.16.1.dev20260511-cp311-cp311-win_amd64.whl (5.2 MB view details)

Uploaded CPython 3.11Windows x86-64

ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_x86_64.whl (8.6 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_aarch64.whl (7.8 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ ARM64

ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.8 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (6.9 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.11macOS 13.0+ x86-64

ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_arm64.whl (4.1 MB view details)

Uploaded CPython 3.11macOS 13.0+ ARM64

ladybug-0.16.1.dev20260511-cp310-cp310-win_amd64.whl (5.2 MB view details)

Uploaded CPython 3.10Windows x86-64

ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_x86_64.whl (8.6 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_aarch64.whl (7.8 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ ARM64

ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (7.8 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (6.9 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.10macOS 13.0+ x86-64

ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_arm64.whl (4.1 MB view details)

Uploaded CPython 3.10macOS 13.0+ ARM64

File details

Details for the file ladybug-0.16.1.dev20260511.tar.gz.

File metadata

  • Download URL: ladybug-0.16.1.dev20260511.tar.gz
  • Upload date:
  • Size: 10.1 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for ladybug-0.16.1.dev20260511.tar.gz
Algorithm Hash digest
SHA256 3ca63dcd31cfe674e1afcfcde03197c2003e517936a8a9073891c597f363563c
MD5 a926af07da77fa3cdeb9d814e7e54514
BLAKE2b-256 890a58bb6c648053290e81f5d02ed7df038a5bafdbad7ecd1212b7dc11d92e3d

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511.tar.gz:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-win_amd64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 f460f38a00ba97e52d99d4cdf80b26443b0ec44133d99379cf3a1fa41b727d6d
MD5 9face754ad21fc3a150036527bb9006e
BLAKE2b-256 ac37f00326d1d0bbba5bd47ce39d76199c94fbdc7f55d24c8d427323e3fb59e8

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-win_amd64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 ffcef4ba4c8d1246b6964e263d1b6f80024278898f5a6f15944fea21e03340a0
MD5 5c65b57a83b8a2feb631bbd5afeed78b
BLAKE2b-256 9fc7e31a16d6b04958894ecd333c56135845267e791662f98af1966d631d4ad9

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 eb7ff6c86d8b530c82f602298ebfb4109817027aaccba8b3603c46da0909e7eb
MD5 3a47676e9bcdbc6236df37254d473548
BLAKE2b-256 327215228e61e643ae2a4fd64a2d976f3d5eda23391c7e48deae6a9cb7fe7e07

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ae65bf7907ae8b071522b61f0b6fef94303f34577f8c35933a4979da234e2b17
MD5 e356c40dfafc1db1cba84736cc8be315
BLAKE2b-256 807d7ed98426891f17d18e12fb24f97d2ebc0f1c4578a2c5b648cb2ec628c029

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c229181492ba760964249025c1e87cce1d6f8e68a836c92d527ae4d056899ebd
MD5 41347c32fa049cfa9dfa93d6f0b99682
BLAKE2b-256 b3c4071e1dcf49571257781817e2550e5b7af09d1e10d9053d3eb924983f9c45

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 dc5f050c6759d3299cd3f668995ba576dbf4ed0233e0211ef3fb864280c94619
MD5 b264135242972505e80943fe8d05f518
BLAKE2b-256 17718990def73c919d8d67e772e65cba889bf2a29226b499087f3c8596796f39

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 c705ea792514f6baea46a0e48903198769ad9d1168c51a4c2d0728ab4d130d0c
MD5 35864480e445cc420a551b75758044a3
BLAKE2b-256 8336d64755f766ccbc212060c2253a21a83bdd704fa4028d24da108aa2dababa

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp314-cp314-macosx_13_0_arm64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 00d864c994d7533621a017d09bc8d2070ec0b8768a4f9a4001a7685d1a8d8650
MD5 a59c020d83e736b51d4baa6e7bb4aff8
BLAKE2b-256 61389a6d44192e9ed1a624fcc587d2400518a5fee0668cb16a55b3ecf4103929

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-win_amd64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 034959e47b2936e2848bca41d70a0d9655660fd00f50a99c0a70a21111d8bf6c
MD5 f9827473564d43a6aa616d1479a1eaba
BLAKE2b-256 5cfe25d80e6ad2abe9ab83908a06d630552ca5fe3506d8dd0487165cb27989cc

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 cfef35f87be87d85d86a3ce7f51206c3a57dc83066750ddb414f606f307e8f1a
MD5 cba284e8cd6165643405159b2acb8a7d
BLAKE2b-256 3fe90532da30d9418f8218b17baa5cd269667e3e4b0485dc2ca7cd5349c1886f

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 27d1b7a52dbea134b3a869557a4fa1d039d6f4a85dcd8614506829ad3af998bb
MD5 ff80ebb165f3946fcc81c83115dc8839
BLAKE2b-256 b350a47566f27163909d6d600aa54b211b918fc5c8aa745ce37cc180eef1283e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 cbb623ba1fdd336d53c03288906046177e3bcec1f9f885563952354c956c32c4
MD5 f9d46dd5e8da17b97f20d08fff2484b2
BLAKE2b-256 04c8065cf51f45865af9ffa5d02adf84513a695357b37d5762b8c9cbad1164ce

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 21edf0c602ff4e59cd457dcacad49d0f232bb48b3857611a254f83a86981d19d
MD5 6f80ae0680a00c361543a109559f4390
BLAKE2b-256 790c98461b603e8552edb22e8f23161d29c33661e9b7cc41efc49f5dc052392c

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 514c887376b2a8e6059e4d7655b20759b822ff23626b8bb0cd079c1975a19e4f
MD5 290880edaa9d9726d233f1521d033430
BLAKE2b-256 7fe396331072ab0caab2270d71b985284910c7cd6766b28ba89bb9ea5170c0ab

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp313-cp313-macosx_13_0_arm64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 95754bd698746a472dee358a108363d660a7c8cb22d1613c75f2a1028079762d
MD5 7d1817c64e1817554f33ae1c8536de51
BLAKE2b-256 fac70b24d5458b2af90f557d79752b0346765337a39051135610480f5dc84c52

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-win_amd64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 85f7d04c8a20e49a9fc2515cb93b0d99e20be6e0142bb087174cf523656444a5
MD5 e2533b5b34f066a58ec13230a74f453c
BLAKE2b-256 942e98b74c3402168536b415308b884b25e20608d9ea76bfa7be6d04f11c5742

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 e13d5dd65716f47e80e8147a19fbaaed02a85d1a1b85ddd3457b5b0a5f91956f
MD5 c99e55a478f7299d6d1be853e1ba8180
BLAKE2b-256 b77e02e0adefabba6561988b11d75bb117fc30ab5e6bfca0bdab3bd66cc5e948

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ca2f6bd307825f1554808abb46379cdd90ef7e4aa8614e88739fb9939f45fdc4
MD5 ff9d1c1ddc7ff8bbcbfc9c9447a062bf
BLAKE2b-256 b01e582a1e42474b6268b249165eecc161a57923078f622f4869581d1f7a155e

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 cd35ac29dd8a5d1030a31f6703ff4f5eb5917b1931f3cbaa7438fc1365bceb2a
MD5 66c57a91f469d6ea95cf78127353cd40
BLAKE2b-256 bb421d1a825e0e4fcb43ffbe1384a32c59ac411549bbd57c7557614fe8c21793

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 22d30f49d523802b05db845a8a2f2cf6ce90ef39ca28dfc4400ba628a3bf0ca0
MD5 dd2800c15cd1cd154df8ad7615cbf25b
BLAKE2b-256 a7b2a7fc447252c792f8ee178504b5a22ab6953f05faff9546cc3abe61a72309

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 2a1d4f662516dd7cfc36be3ec7501cfbaf06d6d7bf88d6abe8744dd4053ebe34
MD5 07fe10ec8fefaef9160a2d33b99f67f7
BLAKE2b-256 29e614d58280848a08a1b91ae746ff9fc87b6aea58cf3f72d48f84fbc622ac3c

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp312-cp312-macosx_13_0_arm64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 9ca2dbd2ba36f1e4c352b8ccedbee51da69498e4cde0df4b45af5b65211e4b03
MD5 af36c35a070b04c136f0390bc19320e3
BLAKE2b-256 654277dac100f900c9b41718575fdae4bee9f210b1677332a5c4af161ab85a71

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-win_amd64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 0f37fc7bf4e6108850d957faab587b2383304d0f9ba06d52671179b327022f3e
MD5 a304f2e6650cdb1d0cc2b56cf08b188b
BLAKE2b-256 dd0a228872225d8012058ac3c4ac945eeae9c3bf34d007da2af845f34600d404

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 02a4715bf9b594343f28a18e60129c0c6295c6ddce44a1b15e9b072aaaac054a
MD5 83b04d5e27533fc3a494f51c24f0855a
BLAKE2b-256 a52d14c1032fd9e8c449bf8cacfb186f7acdc37be6b11089ba1cc3458a122787

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 64e397235fa0224227073b182b273e0dfbbac171645c54f918dbc6d7a824f3d8
MD5 c98868b2f9ee1a605a4919e69f19afc2
BLAKE2b-256 5e91934555c6c0ff49486412c783ee9450764d43de1c436fda933fca62c32a89

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 e70f8098ee04052d02f60361e57f00d44d590d304ff0538d4cfed3fa53eb7f17
MD5 bc7f60c648eea23482969a65e41054a6
BLAKE2b-256 a8edced239370e5224005cfea14cbafe04edee817148496b60174890c687073a

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 150d151f2932c4e9c84a907349823f5b27ffa20b4d4daaaa7c97118c483be879
MD5 dedbed2c54468bcb605f78302068932f
BLAKE2b-256 95b0cad7a1dd3cb136701b436520801db7a376cc63003b590329941c17ae98ef

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 65096a0ef49ad63fabdcb6dc665f19b4f20f8547bb03cade42068a8a1b874d67
MD5 66967101c16eb80518c8e0081a3fcd0c
BLAKE2b-256 07ac3e7341f35123ec117eb13a29d257582d36e97895f83fdfd0026c721feff0

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp311-cp311-macosx_13_0_arm64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 3605dc9a4b2f400e4660e8d8923df8816d923c0765fdfc9c302d1ad86baac055
MD5 fa27c6346c7943819864c6d3c6317b8f
BLAKE2b-256 49dba55c7c555c3086afe882fddb9e1b457ac432cb3e2876b768801d798c2255

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-win_amd64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 c2ae90f0eaa95b036c3d972ca5af2f9690b392c69bd378664dc6ca2d50e6a2e2
MD5 2ba871789289ad3de304fa19bcf64750
BLAKE2b-256 60b102a348a1e6b4aaaa426d82fc624343272f7d6945166b9f8e71350f36d435

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm Hash digest
SHA256 023fbdb8d0ced62b71e0ac8a8a3e58e9583f42d5f68f0d384a874297f632d992
MD5 5dd307d9b2fdad6d64d3a4ddac8f9568
BLAKE2b-256 e287262ec99a94b05403afc6a8ccaf62aa5b06e6bf0b4b982521beefc21d88e3

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 4a54a2142653ffbd97873e873a867d3927675eb24757235aa9e33ff079d035e7
MD5 aa9742526e7b5a7638a19e777ca616b8
BLAKE2b-256 223baef9a5e04f8cfbeb57f3f04f882930fa9296a1448d918a028a6ec0b123a5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 4b8e86e04c2d3545155be50c0a841f84a76087e2a8fa7a37c2262574aea95072
MD5 c1165a173e68b2ff31ea32236f4dfd43
BLAKE2b-256 f6f264ff90a69e5103263f9f05cb1b0cdf5c59f1b5c8c4a6e4ac9eaee6a4e6c3

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 685aecc8823bf0a8c7d2a7fbcebd0355aa58c28edcc355d9b4417cbffd4cbb72
MD5 df26d20fb90ca523d128ee356a1da518
BLAKE2b-256 3f4119dd23f93d7408901253684878a6cff52353b81c4e8b6d0b8d29522a9f4b

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_x86_64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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

File details

Details for the file ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 9af92a774241cc9a78ec7e0a6f2a565644a205698e4b8bc104c0a5b003ca5d53
MD5 78c033d3fd8ff01b44c46d1630b908ed
BLAKE2b-256 3161f96a7999bf7ca73318fe5d621e460015818424f1ba120cffe4b87ccca963

See more details on using hashes here.

Provenance

The following attestation bundles were made for ladybug-0.16.1.dev20260511-cp310-cp310-macosx_13_0_arm64.whl:

Publisher: build-and-deploy.yml on LadybugDB/ladybug

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