Skip to main content

ImpactX: the next generation of the IMPACT-Z beam dynamics code

Project description

ImpactX

ImpactX enables high-performance modeling of beam dynamics in particle accelerators with collective effects.

PyPI Build for Pip

This is a distribution of ImpactX specifically for people that prefer the "pip" installation method.

Because of limitations of pip, we limit this package to be a sequential CPU build, i.e., it does not make use of any of the accelerated features of ImpactX.

If you need advanced features such as:

  • multi-core CPU support (OpenMP)
  • GPU support (CUDA/HIP/SYCL)
  • multi-node support (MPI)

then use another installation method as described in our manual.

If you have any questions or encounter any issues with installing ImpactX, please do not hesitate to open an issue or start a discussion to receive help or share feedback.

Documentation

Please see the online documentation for detailed examples, references, theory sections on our models, and how-to guides: https://impactx.readthedocs.io

Acknowledgements

This work was supported by the Laboratory Directed Research and Development Program of Lawrence Berkeley National Laboratory under U.S. Department of Energy Contract No. DE-AC02-05CH11231.

ImpactX is supported by the CAMPA collaboration, a project of the U.S. Department of Energy, Office of Science, Office of Advanced Scientific Computing Research and Office of High Energy Physics, Scientific Discovery through Advanced Computing (SciDAC) program.

Project details


Download files

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

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

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

impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_x86_64.whl (10.9 MB view details)

Uploaded PyPymacOS 11.0+ x86-64

impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl (9.4 MB view details)

Uploaded PyPymacOS 11.0+ ARM64

impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_x86_64.whl (10.9 MB view details)

Uploaded PyPymacOS 11.0+ x86-64

impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_arm64.whl (9.4 MB view details)

Uploaded PyPymacOS 11.0+ ARM64

impactx_noacc-25.9-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

impactx_noacc-25.9-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl (12.2 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ i686

impactx_noacc-25.9-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.3 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64

impactx_noacc-25.9-cp313-cp313-macosx_11_0_x86_64.whl (11.0 MB view details)

Uploaded CPython 3.13macOS 11.0+ x86-64

impactx_noacc-25.9-cp313-cp313-macosx_11_0_arm64.whl (9.5 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

impactx_noacc-25.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

impactx_noacc-25.9-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (12.2 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

impactx_noacc-25.9-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

impactx_noacc-25.9-cp312-cp312-macosx_11_0_x86_64.whl (11.0 MB view details)

Uploaded CPython 3.12macOS 11.0+ x86-64

impactx_noacc-25.9-cp312-cp312-macosx_11_0_arm64.whl (9.5 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

impactx_noacc-25.9-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

impactx_noacc-25.9-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (12.2 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

impactx_noacc-25.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

impactx_noacc-25.9-cp311-cp311-macosx_11_0_x86_64.whl (11.0 MB view details)

Uploaded CPython 3.11macOS 11.0+ x86-64

impactx_noacc-25.9-cp311-cp311-macosx_11_0_arm64.whl (9.4 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

impactx_noacc-25.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

impactx_noacc-25.9-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (12.2 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ i686

impactx_noacc-25.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

impactx_noacc-25.9-cp310-cp310-macosx_11_0_x86_64.whl (11.0 MB view details)

Uploaded CPython 3.10macOS 11.0+ x86-64

impactx_noacc-25.9-cp310-cp310-macosx_11_0_arm64.whl (9.4 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

impactx_noacc-25.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

impactx_noacc-25.9-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (12.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ i686

impactx_noacc-25.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (11.3 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

impactx_noacc-25.9-cp39-cp39-macosx_11_0_x86_64.whl (11.0 MB view details)

Uploaded CPython 3.9macOS 11.0+ x86-64

impactx_noacc-25.9-cp39-cp39-macosx_11_0_arm64.whl (9.4 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

File details

Details for the file impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 157ea8ad1a9d8d91ccc8199efca67f3b4dcb277d365bcf365f040fa93d6ab5c2
MD5 b238411f7dd04364688434e9ed012a1e
BLAKE2b-256 73fdc5a05dc4cbc00d566591372f16bdaa193cdbb52410656dc09de367c24060

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 913710885f28af317ff2af0502eed7823d2a55612ec6d7a3e9df90e07573fdb6
MD5 c2c258ba37f173434f8df3758d35c5c2
BLAKE2b-256 ce876186379e7d3292ee2fa36a76bbf4d49e5a99e1ebdfecd3cb9292cdac2d25

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 e8abdf89b9b561aec01e77cf92da5df37d3ecefafdccba3e031913744cf68207
MD5 428999adfd78ef17455b8d10b2699edf
BLAKE2b-256 58da917efeb5daf59f56f0cd1f28932f5ab2883f0d8cf0847d11dd5cde46e85b

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-pp39-pypy39_pp73-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f4195e3d9df82569c2f41388255763ad92a290f4f8986f3b14ac035629349c0c
MD5 2abc2ab689e423b497d42a79bb26646e
BLAKE2b-256 ff4ec7e794b74edd9eea898af70053129b6df37d3cfa64394ff596f715e7b56b

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 528d64f4d997e46d7ad659960b73f6d5d69c759c1c93f55b2c778c7c111df63d
MD5 1c49ac33b07683ac5620c7b0436e7dca
BLAKE2b-256 bc267577387582670bc3536bbbb89a46fe1ab2be6ed4f0c138eeca746254027e

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 ce0fb9a48ca1172b6202246f76f995c51a00c1b008aac09695a7d2077e27e7aa
MD5 44de64d77f23e238c4882eae781d5449
BLAKE2b-256 2d5ba7dbe2429ce30d618d999d1be0511468792b4eaa2df74008d9df6540b1ae

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 b535ebacde2b943927487983b3c976d64670c164654e2cefebd0a65aefa8601b
MD5 1c069b8dbfdd751c70f1ea58d60037ee
BLAKE2b-256 cd3f9797ddbd54fe021608395368793fac1d6f34488d3f53b3d12290041010cb

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 bf111c5d8e67270fd3059d14407805cccc91749cfdb5a79891de299432499062
MD5 9ed348662fab2e12bf7e4753304b8581
BLAKE2b-256 50aa7fca6a57860ec69268378fb03f74d958621f86f50091c161b8e220ee3f02

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1988c600be3f87118e1894573e863df51f43be2c9e2a0c13e054fdf6cf3a608c
MD5 8a48367353ef76a382ed95d63428d084
BLAKE2b-256 578ce216c235c0a30054d0dfac12bbd5595181380d3e0d9fb46a5a08238afa0c

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 cad1804062fcf18905fccba927a653becb18bf6394cca810541a8c1ddef6092a
MD5 f72d5f55917ca1ded91adcb808ca2c49
BLAKE2b-256 158f13ffd7f8d05c611eb4233718d32ae1cd0f030ab3c31fe095e4df8e22014e

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 601e6ace8f0ad1c98776da0297c81c00d366b5990cc539a5345ac14cf4451d7d
MD5 498a66417eeaed0403cdd590bbcfd9ad
BLAKE2b-256 481a6288bc38fede481edcade00089ca22512c870520970fc8050d4f2591bb5d

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 347c66717867c961fb2710e117eea43e45ecb37730ffc9059c4972bcff226586
MD5 de415218a028f51a0531eb0764cb6dca
BLAKE2b-256 2a654a18a4f0028166150c7a348fbd08541f694f5ab576a5090c89acdf5f098b

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 ed4bef6dffe2d352d832bee32f31ee9b31f4bbaa3625ddc0af2279bcf5989324
MD5 52411a07c91e3d5e2abf069690782f51
BLAKE2b-256 9854655c184eec034ea1b074aa5a598b448525968b72d5d1b405f7d55e89303f

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8dd520ddd797a598a8e0961d6538214cbd4afc7722f5b51c57c4e4fbc09cc9a2
MD5 a173f70253cd185126817406f88d4d17
BLAKE2b-256 66e8e71e035ac3ad534a6806ad5bb25e5c4f6cfae40e641b8f2beb85dfbd0629

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 934a54c2a12a7738ac9b37a2479395682b13695dd41e2a516c06c1381de1a610
MD5 9154fc28617e9eb8de7b517aae743bc9
BLAKE2b-256 3bbec06586807ec1c09832f5eb1de59dcd071e6959f668585240346f4606bcc1

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 21235e04d6cabab68fb7c1fdcf295cdc56d3290c9b8647b8eb7d55a10c5e229a
MD5 ab7e96ec4cc39029feea7c898746ea86
BLAKE2b-256 3ec25d44bc346a398fbfdd59ad46e64a5204eb1bb32f1809a1f66db110c619e0

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 a30c2c5ad463cade04576c987983d43ba243870924cddd5f791f142c3be7f562
MD5 56ee94dac0883eb8120da9d961a18f2c
BLAKE2b-256 dd3becae5266a651c70d539b23d3d21513c1ec471e02a4a393f32273c1c2fae1

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 81768b2613c8476a1daf698d102f3f0ce5b31980ad54028a822d9785608d9a72
MD5 8ee1aa665e3f84a4e7991b351b91ac46
BLAKE2b-256 d1734e68e5e43ddc2efcfcd486f031046f8c259ee4e29214583d1bdce3660f76

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 571fc3fd6d0505f9616600983056abe481fa71ef708b3d0392badaae7f582859
MD5 4466cab3465072376eab5a17bab23292
BLAKE2b-256 1daf78a2e268fd3a41da8e1207f687a48513b0322f5c70256f53ef350c01ae83

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 17c4851a9e387a71d2f1bd0b6f03f4da9dda3eae1a4ef2f03c1c12231dc140ff
MD5 fe4a61b65c08f0fc0b115eb156c01b2a
BLAKE2b-256 0af81a60d65df9c33f704a0d804881aa7ea9d2894827538cf8705d464ebb3ba6

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 6689fb1cc16587ed5b19fe31e631bf62c71d468cb4102d4d9bc5bea16663fc13
MD5 e0ae5c74ba3c892d103c5cf58f0e9208
BLAKE2b-256 3e6dc01ef87281b06a1f4b8c3eb4b25cbb076d84ddaf1e2e4289c4ce44b3d784

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 90722c0ad40b470b0b3940e101692be677a54cb89b80afc5cf1642bc3fef8ef8
MD5 93348f1a0dbe2575d373aa94c8c85905
BLAKE2b-256 5354529aac133ceaa799ca89c64047f51bd9c396729431010444712ff98ce8df

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 faf581ffaca88d2f6cdce3e6d0dc1bf44459e1f95770d3794dd7a39b3900e846
MD5 ce28ee4d822593c060abb0f9ea93cafa
BLAKE2b-256 368080540ec4069f6384b21e1f742cf390bccb387e0fe53c665905dafe373963

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 36ebb98789840a30d9abf8003d6c09bc169b0abcf0674a3fc925cdf35138d132
MD5 65a83c8cd9039a0b98c3b2b0aed8231b
BLAKE2b-256 763a0017a744f7e884af58bdf5a2d2e98892e8f1b9d3bd59aa958b30d448ec11

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 aaf80761f017b6af3619689e6636a7af1b38498a3f51c30d223a0b59e6581fcb
MD5 edf3a437929cdbc67143a6094b0e17c6
BLAKE2b-256 265c5d0ed74b0e68c6487e06847c40b41847cae609f7ada115e7c5fff36095b0

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 8c736a48b21c53efa9e90e85b0b98ad42889ad93babe41ae0ef34cc8fd309fc0
MD5 ab3c5adbb4f66b56f32c55d3990a0c65
BLAKE2b-256 fe9af2c2253082fa0f819a49b53a5b93bcc2fbbf4346bb93d1ec528eed1cb079

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c0405a93316e5b2978a899414a3fc0d8111f9c29dd7af4382a15416f5053fdc7
MD5 e4f7b31d19c95f5419910588aa8ead2d
BLAKE2b-256 3961c9652ee1a599563a65c38d4e70883a3072899401f91b38142a6f0829980b

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp39-cp39-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp39-cp39-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 29c5fb3969eeb94c4cceabd0b2443e93e931bd5151b45e1dbd7305f9648cebbb
MD5 afb83435292d6077b5da2331d84ddff7
BLAKE2b-256 32024a64e4e008057daf3d8be9d8dccfc8813a189c38014a54c79fd6177da5f9

See more details on using hashes here.

File details

Details for the file impactx_noacc-25.9-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for impactx_noacc-25.9-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0dc0611148d1dfc0604c11c3d086e3c3404e20d457b3417df877f4cb88a60fb5
MD5 2c8747b33a2ce9f83863712a987a32ad
BLAKE2b-256 481fed289f467f303f42f2870f776997844498901306ccd67c8d30a23e0e8026

See more details on using hashes here.

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