Skip to main content

JuPedSim is an open source pedestrian dynamics simulator

Project description

JuPedSim Logo

DOI GitHub license PyPI - Python Version PyPI - Version

JuPedSim - Jülich Pedestrian Simulator

JuPedSim is a library for simulating pedestrian dynamics. This software is mainly developed at the Institute for Civil Safety IAS-7 of the Jülich Research Center (Forschungszentrum Jülich) in Germany.

Table of Contents

Main Feature

JuPedSim offers a Python interface, to set up and conduct pedestrian dynamics simulations. With JuPedSim you can simulate small, simple layouts as bottleneck, but you can also simulate large, complex scenarios. In these complex scenarios, different crowd management measures can be modeled with built-in modules.

For simulating the pedestrian movement and interactions JuPedSim offers two different microscopic models out of the box. The Collision Free Speed Model, as the name imply a speed model. And a force model with the Generalized Centrifugal Force Model.

With JuPedSim different decisions-making processes in the agents route choice can be modeled. These routes may consist of multiple steps the agents have to complete. One step may already be completed when an agent reaches the target, but it may also only be completed when a condition like a waiting is fulfilled. After each completion one of the built-in deciders can be used to conditionally modify the agents next target.

Where to get it

It is easiest to install directly with pip from PyPi.org

pip install jupedsim

For information how to build JuPedSim from source, visit our GitHub repository.

License

GNU LGPLv3

Documentation

The documentation of JuPedSim is hosted on: https://www.jupedsim.org

Getting Help

For usage questions, the best place to go to are the GitHub discussions and the documentation.

Issues, Discussion and Development

If you found a bug and want to give us a chance to fix it we would be very happy to hear from you. To make it easy for us to help you please include the following information when you open a new issue:

  • What did JuPedSim do?
  • What did you expect JuPedSim to do?
  • How can we reproduce the issue?

If you encounter a bug and are would like to submit a fix feel free to open a PR, we will look into it.

Before embarking on larger work it is a good idea to discuss what you plan.

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

jupedsim-1.4.2.tar.gz (24.6 MB view details)

Uploaded Source

Built Distributions

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

jupedsim-1.4.2-cp314-cp314-win_amd64.whl (533.0 kB view details)

Uploaded CPython 3.14Windows x86-64

jupedsim-1.4.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (877.5 kB view details)

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

jupedsim-1.4.2-cp314-cp314-macosx_12_0_x86_64.whl (687.4 kB view details)

Uploaded CPython 3.14macOS 12.0+ x86-64

jupedsim-1.4.2-cp314-cp314-macosx_12_0_arm64.whl (606.0 kB view details)

Uploaded CPython 3.14macOS 12.0+ ARM64

jupedsim-1.4.2-cp313-cp313-win_amd64.whl (518.3 kB view details)

Uploaded CPython 3.13Windows x86-64

jupedsim-1.4.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (877.0 kB view details)

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

jupedsim-1.4.2-cp313-cp313-macosx_12_0_x86_64.whl (687.4 kB view details)

Uploaded CPython 3.13macOS 12.0+ x86-64

jupedsim-1.4.2-cp313-cp313-macosx_12_0_arm64.whl (605.4 kB view details)

Uploaded CPython 3.13macOS 12.0+ ARM64

jupedsim-1.4.2-cp312-cp312-win_amd64.whl (518.2 kB view details)

Uploaded CPython 3.12Windows x86-64

jupedsim-1.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (877.0 kB view details)

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

jupedsim-1.4.2-cp312-cp312-macosx_12_0_x86_64.whl (687.4 kB view details)

Uploaded CPython 3.12macOS 12.0+ x86-64

jupedsim-1.4.2-cp312-cp312-macosx_12_0_arm64.whl (605.3 kB view details)

Uploaded CPython 3.12macOS 12.0+ ARM64

jupedsim-1.4.2-cp311-cp311-win_amd64.whl (519.2 kB view details)

Uploaded CPython 3.11Windows x86-64

jupedsim-1.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (876.0 kB view details)

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

jupedsim-1.4.2-cp311-cp311-macosx_12_0_x86_64.whl (683.7 kB view details)

Uploaded CPython 3.11macOS 12.0+ x86-64

jupedsim-1.4.2-cp311-cp311-macosx_12_0_arm64.whl (605.1 kB view details)

Uploaded CPython 3.11macOS 12.0+ ARM64

jupedsim-1.4.2-cp310-cp310-win_amd64.whl (517.8 kB view details)

Uploaded CPython 3.10Windows x86-64

jupedsim-1.4.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (875.2 kB view details)

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

jupedsim-1.4.2-cp310-cp310-macosx_12_0_x86_64.whl (682.0 kB view details)

Uploaded CPython 3.10macOS 12.0+ x86-64

jupedsim-1.4.2-cp310-cp310-macosx_12_0_arm64.whl (603.4 kB view details)

Uploaded CPython 3.10macOS 12.0+ ARM64

File details

Details for the file jupedsim-1.4.2.tar.gz.

File metadata

  • Download URL: jupedsim-1.4.2.tar.gz
  • Upload date:
  • Size: 24.6 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2.tar.gz
Algorithm Hash digest
SHA256 a61ebf4f535474c0e9838bea98f0996f58d87bfc8a5ddb0ca60fb01816a7ec44
MD5 97e1fdc9e4b9f501a46bb221d1be900a
BLAKE2b-256 37189c0ab378daa7db2242ab68c7e559dea122dab40538b636a60ed2e307d839

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2.tar.gz:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.4.2-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 533.0 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 c2798a404e17bd8ab4aaf0cdf7f7ee1866af7c75e829e9deb25060e08cb8e6c5
MD5 bbeb2fdb791ec92abd100ef6530843e1
BLAKE2b-256 c09e5b7a040f277f081bc33d0b186f3148ab23130d43e1d912b5a1bff4b4c4ca

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp314-cp314-win_amd64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 a830dd32f9f63559128ddf75e92d4fb431660aaff05d032879fe4070dcc06936
MD5 648849d95e77660de4e7173106842661
BLAKE2b-256 cf95618bf166c628aba4000fe29e735875d8d6c88e8c11af7f2ca028e048f19c

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp314-cp314-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp314-cp314-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 4081fa481eedd58c303f4a042abbc3e2762543465eed1cbd0f7b5d65c877b8a0
MD5 ebf1dfcc4af4aeaf4a0dae6093fb8e2d
BLAKE2b-256 024bb2192e791843d9cd4044a59e993fc1cd8fbd5ae6506a7b20b7c086d18de5

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp314-cp314-macosx_12_0_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp314-cp314-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp314-cp314-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 b2dbdaff2dddb6a770f0146c028e8cd99ef602a4fe28321b2ffd57f2c294f199
MD5 de1f362cf44f733bc9d3356b71682694
BLAKE2b-256 c7c5aaec82e26525295d703018b5d6423f9a076bf1bc14ec7c83c101a285c427

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp314-cp314-macosx_12_0_arm64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.4.2-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 518.3 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 bc9053458217ffac8270549d75fcd26e6c0bd6e400a0e9c5d3057d57cc7859a3
MD5 c19abb9351d521d80be4720845fef97f
BLAKE2b-256 0ab0eb2fc8718b072c6924cbffaed3486b00c6eb30d884c530d0ac61efc36563

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp313-cp313-win_amd64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 a823f6568003cda9957f20582cab02ca063f4890c5b8c134d916a7c641e08899
MD5 cc9da80be233b76a39c6d0b2e33fe15d
BLAKE2b-256 461d1e1abbe10afd41d312b35131bb3d15c621de788fb09d62907f036a2e37da

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp313-cp313-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp313-cp313-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 e28ac84d94219ef424611ec11363875cc5810b30abd9bda9fb2a430395dfd775
MD5 91620080bba167e9d2ba050f31c0a484
BLAKE2b-256 7545ff39e4e78dc25f11088966e0311e7333cdb70dc49d8945386daad9048fc7

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp313-cp313-macosx_12_0_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp313-cp313-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp313-cp313-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 2f26937703f42e0d7d09ea14244c11a1ae4da07853134bc4aa111b42467aab8a
MD5 9ad659778c7870345295a5b4ca896a6f
BLAKE2b-256 8fc40a7005ae914555ab32ea1a78701b7ef2d6adaf715e806c8a96385e06543f

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp313-cp313-macosx_12_0_arm64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.4.2-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 518.2 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 9bc43cc6a6bbf4e3a5b7fd82f835a879dea2205e3499cd0c2bcb11b0371d8408
MD5 9c4b6b7f3515518df30966bf4d8ce69e
BLAKE2b-256 4bde5d0c37b6d7a1fb2e095efccbdab9843fdbf055468452c628f71ed46d8f49

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp312-cp312-win_amd64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 48a0a2833595e81eb7d2e47820fdd8ff515ee52e86fef2fc07b03cae9b6e7f08
MD5 1cf1d0c5e45410d6001f1138b47999a9
BLAKE2b-256 8d60d2ca715541cee04b3b156940e9718cc2d28d08bf616751cdf7624bd2331e

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp312-cp312-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp312-cp312-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 faec38f9876d0c6c4aa508f3e39a52c29a131c09a706fed5b3e8590d2a867c85
MD5 68376c21a545e0548bfc02efcc97e2de
BLAKE2b-256 f6d8720a649bcc5c5beeb3d8db24565a6df22e6e864c856adb41ac290955d0de

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp312-cp312-macosx_12_0_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp312-cp312-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp312-cp312-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 2c53ecfc23000c1311dbcf39ece3b2233de29c03c6876ea0a2f42a9771c9e9cd
MD5 753bd93ca9053a062f6a6ab9d0b69401
BLAKE2b-256 a0af5fc70d27df9c8bdcacdf6c9738660abb573941c1823c91168b1cbf59922f

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp312-cp312-macosx_12_0_arm64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.4.2-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 519.2 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 07d9508ce8a0a485bdb6a472d52222ae92bb9a9a2ec4c6dc2a53ab42ada4b833
MD5 8d6546636f69e4628dc874e2669aef4d
BLAKE2b-256 34b8cf448034a7b122207d4c7988bb87737852e4e7819107b60c8fdf88083606

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp311-cp311-win_amd64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 c2a581b528eba4c1d29a44a5bfe6ae26c7ac67e822d3939b0b66da17367e655a
MD5 d1ed4ac70710cb7cc45c198cbf7ed609
BLAKE2b-256 b0a6b064b9fedcdfe133abc188f1f182c4ef7101889da534fab03191172604c1

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp311-cp311-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp311-cp311-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 e0a4a8b7f84edf3ac89ce62fd911609e5841cb67879566fceaeded4499435dc3
MD5 ca4fd16a9e57fd1f8e8b79694dadf524
BLAKE2b-256 96684a30d4252b8b51d310e20bb5e3afd1006ed3bacae2f3060844df067ec0a6

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp311-cp311-macosx_12_0_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp311-cp311-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp311-cp311-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 20084d2e276516ee50c9dc6059883d247da3fa631152eab6b82b9b8317e6b899
MD5 774bcd3827949654599eb13c34101209
BLAKE2b-256 ec8d6cdf1a46c9d50c7b8173de3c36024a74d9f7a5d2ad3bc8a863acccd4221f

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp311-cp311-macosx_12_0_arm64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.4.2-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 517.8 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for jupedsim-1.4.2-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 857474edb73f33cd587bdcf709ade89988e8ee4056356e6797c236fe5952c1d6
MD5 9f75e3ac61b708ed4b10d2938377b48c
BLAKE2b-256 24901caa65871d3734c60f38d33fe5b5a67897fc6a34499b34368119a7d8e6fd

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp310-cp310-win_amd64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 92bc1f2133f1b6edc749d05f74d35389434fdda6b1131573763957d1309097e7
MD5 3f8a5003b253ba8080449e8d6f150036
BLAKE2b-256 62c474438c7ec7c873db7dadedc85840023d585ec250d6845ce3287675832dab

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp310-cp310-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp310-cp310-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 7eccc5449bc391daf26a1a12e85b5f30acf09667277c9b0aa5a961fd9a3543c2
MD5 c5154136a9a53cfae631385cc53b2614
BLAKE2b-256 a805d022b05b99a7014b3d78626a450df1908e6aee423704a10ca30459d029ee

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp310-cp310-macosx_12_0_x86_64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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

File details

Details for the file jupedsim-1.4.2-cp310-cp310-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.4.2-cp310-cp310-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 27e48dd793f039e599c08073345593e495b47620c9e5a007c64879b16039b09a
MD5 9ff4e178cf0a72d64827504fa9787ea2
BLAKE2b-256 5bd71468548062b99943cd6d3271f6041d627967a3fa544693b58c0000dee729

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.4.2-cp310-cp310-macosx_12_0_arm64.whl:

Publisher: cibuildwheel.yml on PedestrianDynamics/jupedsim

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