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-1.3.2.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-1.3.2-cp314-cp314-win_amd64.whl (504.3 kB view details)

Uploaded CPython 3.14Windows x86-64

jupedsim-1.3.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (838.6 kB view details)

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

jupedsim-1.3.2-cp314-cp314-macosx_12_0_x86_64.whl (650.5 kB view details)

Uploaded CPython 3.14macOS 12.0+ x86-64

jupedsim-1.3.2-cp314-cp314-macosx_12_0_arm64.whl (572.3 kB view details)

Uploaded CPython 3.14macOS 12.0+ ARM64

jupedsim-1.3.2-cp313-cp313-win_amd64.whl (490.7 kB view details)

Uploaded CPython 3.13Windows x86-64

jupedsim-1.3.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (838.2 kB view details)

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

jupedsim-1.3.2-cp313-cp313-macosx_12_0_x86_64.whl (650.5 kB view details)

Uploaded CPython 3.13macOS 12.0+ x86-64

jupedsim-1.3.2-cp313-cp313-macosx_12_0_arm64.whl (571.7 kB view details)

Uploaded CPython 3.13macOS 12.0+ ARM64

jupedsim-1.3.2-cp312-cp312-win_amd64.whl (490.6 kB view details)

Uploaded CPython 3.12Windows x86-64

jupedsim-1.3.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (838.2 kB view details)

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

jupedsim-1.3.2-cp312-cp312-macosx_12_0_x86_64.whl (650.5 kB view details)

Uploaded CPython 3.12macOS 12.0+ x86-64

jupedsim-1.3.2-cp312-cp312-macosx_12_0_arm64.whl (571.7 kB view details)

Uploaded CPython 3.12macOS 12.0+ ARM64

jupedsim-1.3.2-cp311-cp311-win_amd64.whl (491.2 kB view details)

Uploaded CPython 3.11Windows x86-64

jupedsim-1.3.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (836.5 kB view details)

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

jupedsim-1.3.2-cp311-cp311-macosx_12_0_x86_64.whl (647.4 kB view details)

Uploaded CPython 3.11macOS 12.0+ x86-64

jupedsim-1.3.2-cp311-cp311-macosx_12_0_arm64.whl (572.0 kB view details)

Uploaded CPython 3.11macOS 12.0+ ARM64

jupedsim-1.3.2-cp310-cp310-win_amd64.whl (489.8 kB view details)

Uploaded CPython 3.10Windows x86-64

jupedsim-1.3.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (835.7 kB view details)

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

jupedsim-1.3.2-cp310-cp310-macosx_12_0_x86_64.whl (645.2 kB view details)

Uploaded CPython 3.10macOS 12.0+ x86-64

jupedsim-1.3.2-cp310-cp310-macosx_12_0_arm64.whl (570.8 kB view details)

Uploaded CPython 3.10macOS 12.0+ ARM64

File details

Details for the file jupedsim-1.3.2.tar.gz.

File metadata

  • Download URL: jupedsim-1.3.2.tar.gz
  • Upload date:
  • Size: 24.6 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2.tar.gz
Algorithm Hash digest
SHA256 1d00d55de41fc13d7b45d49ad0dbce2eb54b4de3f83672a5edd50935cfdc8f38
MD5 b8c6298819fa90f89cf507cd74f6793b
BLAKE2b-256 17b075a123495e3ab6cc781807a34a82a5e6b0ae7febbde6d3802fad20bdee59

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2.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-1.3.2-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.3.2-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 504.3 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 06b287d58e5c61592e10b3c68880c3405154d4164880dcb6d89ed37558d1434a
MD5 540ec4bc2bd25a74f4bc03caa124dd80
BLAKE2b-256 adde5f88f30bb3150c51619c3d42860ceaabf4172dcf543fb906efd83621b582

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 3c8ee72ef3eec84414a5676f31418e62f77e125efdf28a813d010198d7cdaf88
MD5 84f024268cbfd381a825a0e51c942add
BLAKE2b-256 3692337257b5098998aea198ef18e7fe98237ed4680a9b95f20de3f72c373ae6

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp314-cp314-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp314-cp314-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 c52f81a05d9565890aa0e0fb5a2298eec37106c39b199b65c30af1ea8268319f
MD5 3bd965f10a757bc878f2379a034a32b6
BLAKE2b-256 d440b055f56ada06083a479cb59ebc8778ffb46a2e590cd8410ac23001b55e71

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp314-cp314-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp314-cp314-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 c30b124377543217e1eecb129406b257a7d08d7ab7220451fec7e358541d0f59
MD5 c198219a267a29d2e17b9d9f5116e9de
BLAKE2b-256 b446195916cad253f21a8e666e724fa84a797ca1aabf3eaf755737111b561b00

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.3.2-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 490.7 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 9a26f547d37ee758d6d847a7825ea3dda2642e24ea8dcbb790a294fb0e022fc8
MD5 1eba0edaf28d202cc548d441c3165cff
BLAKE2b-256 3a4e5ab96ef1b8de0671f03aebeaaca824362dedcaa283efa32fdb3b90c7d4e8

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 b21486d5445f127437f1c69aefeb688a8062d5a69eb8da4375c65386f9f50027
MD5 2e6d037fdf57c1d53b3374f7df4c4210
BLAKE2b-256 dbe2ae51839869d38aed9c00f1386b415d7002c0907a089e50a22d7ed5dc3687

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp313-cp313-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp313-cp313-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 cfc4f2a513fe24d1ccb8d7fc85b3c1fcb35ee80b62aa1df6f686349eab9d977d
MD5 a43a4baa42ed3583f73038e59eaf0871
BLAKE2b-256 c2db81cead2890f527b0539e701fd08414955845a0be6009a3101c12bcf0e18d

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp313-cp313-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp313-cp313-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 48b52f0ef6fbe149603b0ddb24287e715327775acc5092d80c942e8ca5aa914e
MD5 137a317fdd4db8786e5f21147703a61f
BLAKE2b-256 29bb332864b027f2e863597025af4150c5af4b9875d39e6d8bcd90b4e875913b

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.3.2-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 490.6 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 5d0aa7ec5b1d23176cee1d2700c3dbf3612ea8e329ba8d243d18fa2bfc411558
MD5 b74d2fa112dc467d38d2593ba6e3eaea
BLAKE2b-256 5bf09e0550e9347aa53f4046e1f88ccc235dc3cbf280d57af98fe1e664907246

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 07f64b012d68fec3b5052cc3dc40dbbb9326d58ebdd322e74bbf21ae1f043b17
MD5 f19241ad4acd4d7b886013fc641447a6
BLAKE2b-256 bb8b489e63439b43cce7c171243a974f597950ac6fc990e57dfb15f943218d44

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp312-cp312-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp312-cp312-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 8fed4204d3652afca286686ff921f69c07b40234feacc3b26ca00849da872aa2
MD5 c3a583a0885947aadae09e9085231c72
BLAKE2b-256 9240130a99cd82c1f5f56bf26e92ef31f80dd9b6fea7ada5bb8cd41792404ddf

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp312-cp312-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp312-cp312-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 7444af917d7cae5063bb3cacf4654835e2ad0561a5f1261e0b81dc06246cf6e7
MD5 0dac15f6a21feeef40c2613c1ae494e7
BLAKE2b-256 f76e53ef54f72f8ddaba0ab8bea8b9ab02742f744bca37a00c172a25f31676f6

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.3.2-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 491.2 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 39060d2da3adfac6bfbafa6a3eda0c3c5566882b7fcf99ae2305eb8ec3f687e5
MD5 df36d0e36e1d6a266aba182bea8e5040
BLAKE2b-256 5815dda256d1732c5221cfc4115cad13b9ba31ae3016dd24776ebe2d4fcb1259

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 32d0401f452e9a55726aaa9069da6ee26d3c17c96362e6de2231eb99c08cdcf8
MD5 e7744f360965d59075dfff1e2f91ee77
BLAKE2b-256 991bd35065db95b682db787bf9d0ec21d57ba7e643848713091e06d55cf8e72d

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp311-cp311-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp311-cp311-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 8285bc47b073297d53c2fdcee365b1d466bd3f4fcbaef13f54db190213fe4c4d
MD5 668d2d8b5714c2abe5eb6aabd7f21d1a
BLAKE2b-256 2ac60e70e6806c879cbd75e387f96b78abc19fe90045d5fcf5e7fbf5b4de3b52

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp311-cp311-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp311-cp311-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 ce88c5a8e1a63742729f21f4ae8b1d69d66f522ef404c9089fd406db6f060e6d
MD5 53dcc4e23c304861611d9c8b5cc05b5f
BLAKE2b-256 5a124137fdf7bd184158bc28e3fe72118162c1e737cf416c22c4ccaea8de7085

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: jupedsim-1.3.2-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 489.8 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jupedsim-1.3.2-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 956f149ca8aecf42468418a6e18c8e5455d574c75969c707decd5c7d3b5318f3
MD5 0e9fd328d6fc764cd6476adc3806341b
BLAKE2b-256 2b924f6f47c79e1db8106ceda3b7dc06608f0e29758542d749f94eb1678df952

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 031f51d0bdac588b129ee2321192c3a55d0c8e70fa918a71c137c919ea5c73e2
MD5 4317f8cf3a97d6d610141a02e1218be2
BLAKE2b-256 aef7224fc09c41458a1097f7289ac3190fc86feee9fda6853671dc838025f25f

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp310-cp310-macosx_12_0_x86_64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp310-cp310-macosx_12_0_x86_64.whl
Algorithm Hash digest
SHA256 5bfc6674e396e5b4fb8e505d1e53bde4368dc92449d25fb918a13ec7a7f51e86
MD5 eb6c3241566280e3fdc444ac1fa493e1
BLAKE2b-256 3cf84c040b69116a7206c246067fcfc913016d2b01cce0fdbe56525b91f29170

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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-1.3.2-cp310-cp310-macosx_12_0_arm64.whl.

File metadata

File hashes

Hashes for jupedsim-1.3.2-cp310-cp310-macosx_12_0_arm64.whl
Algorithm Hash digest
SHA256 50dfe85ec29794db7245b6e2e55aa8e6d15dccb2969ccdb29107e22ccaa2ed49
MD5 23a4a4e533ac83853f039a5f5942d6d3
BLAKE2b-256 37a92d9b5a61aac682a39f2b3587e2421500485c8cafc3aed2426c6a15e2bf8e

See more details on using hashes here.

Provenance

The following attestation bundles were made for jupedsim-1.3.2-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