Skip to main content

Galactic Chemical Evolution Integrator

Project description

VICE: Versatile Integrator for Chemical Evolution

  • 77 elements on the periodic table

  • Fast integration of one-zone models

  • Enrichment from single stellar populations

  • Highly flexible nucleosynthetic yield calculations

  • User-defined mathematical forms describing:
    • Nucleosynthetic yields in simulations

    • Mixing processes in multi-zone models

    • Infall and star formation histories

    • The stellar initial mass function

    • The star formation law

    • Element-by-element infall metallicities

    • Type Ia supernova delay-time distributions

How to Access the Documentation:

Documentation is available in several forms:

  1. Online: http://vice-astro.readthedocs.io

  2. In PDF format, available for download at the same address

  3. In the docstrings embedded within the software

Running vice --docs from the terminal will open the online documentation in the default web browser.

First time users should go through VICE’s QuickStartTutorial jupyter notebook, available under examples/ in the git repository. This can be launched from the command line by running vice --tutorial. Other example scripts can be found there as well.

Contents

singlezoneobject

Simulate a single-zone galactic chemical evolution model

multizoneobject

Simulate a multi-zone galactic chemical evolution model

milkywayobject

A multizone object optimized for modeling the Milky Way.

outputobject

Read and store output from singlezone simulations.

multioutputobject

Read and store output from multizone simulations.

migration<module>

Utilities for mixing prescriptions in multizone simulations.

single_stellar_population<function>

Simulate enrichment from a single conatal star cluster

cumulative_return_fraction<function>

Calculate the cumulative return fraction of a star cluster of known age

main_sequence_mass_fraction<function>

Calculate the main sequence mass fraction of a star cluster of known age

imf<module>

Built-in funcitonal forms of popular stellar initial mass functions.

yields<module>

Calculate, access, and declare nucleosynthetic yield settings for use in simulations.

elements<module>

Access, and declare nucleosynthetic yield settings for use in simulations. Access other relevant information for each element such as the solar abundance or atomic number.

dataframeobject

A dictionary-like object with case-insensitive lookup and data storage.

history<function>

Reads in time-evolution of interstellar medium from singlezone simulation.

mdf<function>

Reads in stellar metallicity distribution from singlezone simulation.

stars<function>

Read in stellar population abundances from a multizone simulation output.

toolkit<module>

Generally useful utilities.

Built-In Dataframes

  • atomic_number : The atomic number of each element

  • primordial : The abundance of each element following big bang nucleosynthesis.

  • solar_z : The abundance of each element in the sun.

  • sources : The primary astrophysical production channels of each element.

  • stable_isotopes : Lists of each elements’ stable isotopes.

Utilities

  • VisibleDeprecationWarning : A DeprecationWarning that is visible by default.

  • VisibleRuntimeWarning : A RuntimeWarning that is visible by default.

  • ScienceWarning : A Warning concerning scientific accuracy and precision.

  • test : Runs VICE’s unit tests.

  • version : VICE’s version breakdown.

  • __version__ : The version string.

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

vice-1.2.1.tar.gz (4.7 MB view details)

Uploaded Source

Built Distributions

vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (27.7 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (23.9 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64 manylinux: glibc 2.24+ x86-64

vice-1.2.1-cp39-cp39-manylinux2010_x86_64.whl (27.3 MB view details)

Uploaded CPython 3.9 manylinux: glibc 2.12+ x86-64

vice-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl (9.2 MB view details)

Uploaded CPython 3.9 macOS 10.9+ x86-64

vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (28.6 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64

vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (24.6 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.17+ x86-64 manylinux: glibc 2.24+ x86-64

vice-1.2.1-cp38-cp38-manylinux2010_x86_64.whl (28.4 MB view details)

Uploaded CPython 3.8 manylinux: glibc 2.12+ x86-64

vice-1.2.1-cp38-cp38-manylinux1_x86_64.whl (25.0 MB view details)

Uploaded CPython 3.8

vice-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl (9.2 MB view details)

Uploaded CPython 3.8 macOS 10.9+ x86-64

vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (26.8 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64

vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (23.5 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.17+ x86-64 manylinux: glibc 2.24+ x86-64

vice-1.2.1-cp37-cp37m-manylinux2010_x86_64.whl (26.4 MB view details)

Uploaded CPython 3.7m manylinux: glibc 2.12+ x86-64

vice-1.2.1-cp37-cp37m-manylinux1_x86_64.whl (24.2 MB view details)

Uploaded CPython 3.7m

vice-1.2.1-cp37-cp37m-macosx_10_9_x86_64.whl (9.1 MB view details)

Uploaded CPython 3.7m macOS 10.9+ x86-64

vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (26.7 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.17+ x86-64

vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (23.4 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.17+ x86-64 manylinux: glibc 2.24+ x86-64

vice-1.2.1-cp36-cp36m-manylinux2010_x86_64.whl (26.4 MB view details)

Uploaded CPython 3.6m manylinux: glibc 2.12+ x86-64

vice-1.2.1-cp36-cp36m-manylinux1_x86_64.whl (24.2 MB view details)

Uploaded CPython 3.6m

vice-1.2.1-cp36-cp36m-macosx_10_9_x86_64.whl (9.2 MB view details)

Uploaded CPython 3.6m macOS 10.9+ x86-64

File details

Details for the file vice-1.2.1.tar.gz.

File metadata

  • Download URL: vice-1.2.1.tar.gz
  • Upload date:
  • Size: 4.7 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1.tar.gz
Algorithm Hash digest
SHA256 ac0a8b0658336f6cb3c84f3d72a43ed18b62582b4b78fc97a0d7020ae9a42080
MD5 4fdd3d106ffe53aab991969d278f5f47
BLAKE2b-256 e17879aac4496a4a6a8f09de1af23d533f0f85ac1b8226ebe138fc7b549d2465

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 bd3361f3a0475f04d2ac046611da40bc5814db1845193d012c254d74d0a511dc
MD5 6a004e1d6883ddb46c18af3fcfbcdab9
BLAKE2b-256 a7f0943d25f81f99477796c700736d82da5cc0e3f9266dbde3eea0af7f14c67a

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl
Algorithm Hash digest
SHA256 2ad4a58edc05bffcac15c86a0818d63795e1f9f89ccc45ecdd5cfba05c667bdd
MD5 6eba2102cc31a35a56a4b672fbdd229a
BLAKE2b-256 5140820078c61d089a829026ce54448e41ce03b458c8c9ddf9e25bce9c0920ac

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp39-cp39-manylinux2010_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp39-cp39-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 27.3 MB
  • Tags: CPython 3.9, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp39-cp39-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 e48164d751e8598b48ac7645dee4e7ac42bc17eb75bd5ad5c148842af2b10d1c
MD5 3e27603b67efda3de22ce0cf7e50e0b1
BLAKE2b-256 7e349cb40763a1b3ec3ac1b03e2b5474716e22355e596d2b9efd558595f9c605

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.9, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 cfce63c0532d9dd2b6598c59c9e164c94ab6fa3e210fd023cfc8e0a85d6e8062
MD5 c3a87cf099df34fbea74b08f9b4a6290
BLAKE2b-256 3a4ea7696a8de69d19c2494153038d5f97f165d090a648888d39ab5bded95352

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 63a3a002d1b1f16aeffda830b05daea76893fe6c5d52b3cf1ef73434fec0e339
MD5 2caf7140d94bbd5d4d21ced13de2d6cd
BLAKE2b-256 b84779e360f991fa155bd1c6ce163bb6167537fcdae2b805b7cb67a9895cc3b6

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl
Algorithm Hash digest
SHA256 72eeb498c665c42a5acde0a6083e7ea459869a7025be8d9dcf1f7646694737f6
MD5 e09f33728906881b32ffdb66d12bf7cc
BLAKE2b-256 e4d1697c069ea83b45541b22b70576c8c1b88c740e23240ccf8955c977342383

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp38-cp38-manylinux2010_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp38-cp38-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 28.4 MB
  • Tags: CPython 3.8, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp38-cp38-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 ff74dff05e74a64005aa10594f7d2b02a450d9c2ad48564e93a03ef48a5befc3
MD5 29ce6eb8d6bb938c03438286d54be87d
BLAKE2b-256 c395f1c09eeeb9f2f079fc941fba13a76a6f21674e1129f4d713b91eb1dfa433

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 25.0 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 9560c3dc82371fc212a1f2d1120feaf05ce6ff254ed6fba3c0bf5078fd63a612
MD5 ed9372900acc4b035440495e0b4eea39
BLAKE2b-256 239a1d780a04c829e396197d01c2f4e49a6cbc70998bfd50ab7cf1044db5dced

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.8, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 27c3bbb000ff1bd08ea20026928cc2dc1db62184001762f54495bf79c35c8bf0
MD5 7f45f4a54e6bced0c461a520677d232d
BLAKE2b-256 0a0e42669042a8ab70e5fbbdad76b2a11ee601c66b5fc0bb44187bd56e53b326

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 5f132346538f0c75d9e0da57bb5aed19f825d4edfef99b457a82c3ee9f6bab09
MD5 96c956075940ca9fa951ef5f6518a2c9
BLAKE2b-256 dc997b2f87e43a5477aef940746adf20e4499a0433686e0f2c25d78f66b97cba

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl
Algorithm Hash digest
SHA256 2414edc0acdc64c3702d6546178f55f517ade5168678fe4b77745a804240c471
MD5 be31657bc0f0f0d8e7de72fa601ec89b
BLAKE2b-256 16b8c749d5375d120e01e969ba738093683e79a1bcd26af78b7c2007554403b5

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp37-cp37m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp37-cp37m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 26.4 MB
  • Tags: CPython 3.7m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp37-cp37m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 8217d2512f9ebc2b388e5e1168a8cc99dadc4930c073e8ae224073d7fbe93994
MD5 e081c04a0d4f9ce6e1c6843e6858aa53
BLAKE2b-256 c7b84ae296427c03e01798cfad7d5ea30abc27582fce524f5b5ddba298ec26fb

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 24.2 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 5ab65d5c2e0aff7144213cd012ea8bcd992209f72413a777f8e29ed6b323952d
MD5 4de518c4b2342623c9332add4193ff55
BLAKE2b-256 8790068ffa077c86156539cedbe2de160f9e7e2d7dc6b2257a0bf1a49c1e0ace

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp37-cp37m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp37-cp37m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 9.1 MB
  • Tags: CPython 3.7m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 9f78b7cf909e46094ca16332abb1f31c92ea829d10a7d00e8b12d48c1d3bceab
MD5 a4b61114ad98518a742e9a29901c1471
BLAKE2b-256 c75734f21040bc9a87f07d765f48efdddeb6bad31d8afda1c3b58baa9d5dbc46

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 a3604bbe0354c34b2e68636e723c915e1dd4f7d68133449462817f04af52991b
MD5 1edf7c3608aaa047113475e82c6a0e5d
BLAKE2b-256 2953d00ef3a6f9e82ef88debcc784514f971b013382fc7416256f76c7b6e1a90

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl.

File metadata

File hashes

Hashes for vice-1.2.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl
Algorithm Hash digest
SHA256 fe14b8a08c313871fda2057c7a4221d79a6cb0267b5c8919847dfffe0aa4d7f9
MD5 6ade7f925154ab36703dec4203ddcb4c
BLAKE2b-256 fb10d87ad26aca0fa535d00e0795b3499187bdbdc8bd3e7a057ac800d2016cdc

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp36-cp36m-manylinux2010_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp36-cp36m-manylinux2010_x86_64.whl
  • Upload date:
  • Size: 26.4 MB
  • Tags: CPython 3.6m, manylinux: glibc 2.12+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp36-cp36m-manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 6341bfc0e80aa6642a0531f1f54e3ce14ad42d52652f01bc2d920a173ca75a52
MD5 86e939e0b07a7460c290fe59689b11ae
BLAKE2b-256 f6c4e3c0facdeb6e93cef246a4e92683a75df12af1027422b72b9709cc39b0a5

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 24.2 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 137f696dbeb510151bdcab282a2bcd6e8d4a886af4c7502594af61d4f536e6fc
MD5 60ee72c0932240c137c07c23f90d7b74
BLAKE2b-256 f109f9b350e1dc3ce215d02be050c01713ae3b9f0cff13f9f5947dcf994814bb

See more details on using hashes here.

File details

Details for the file vice-1.2.1-cp36-cp36m-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: vice-1.2.1-cp36-cp36m-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 9.2 MB
  • Tags: CPython 3.6m, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/4.5.0 pkginfo/1.5.0.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

File hashes

Hashes for vice-1.2.1-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 86f07478809bae58cb2eaef60976ac076b7101f4f664d7d2dece168c92766400
MD5 d7520c28bf870b13994327e590cd9118
BLAKE2b-256 9a2cf513bf0226438d18e3d0f5f42d10b1b1eaf53535c5a00bb3053c52a20320

See more details on using hashes here.

Supported by

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