diff --git a/doc/source/theory/Mellin.rst b/doc/source/theory/Mellin.rst index 2c160902f..9e4070a04 100644 --- a/doc/source/theory/Mellin.rst +++ b/doc/source/theory/Mellin.rst @@ -178,8 +178,14 @@ The complete list of harmonics sums available in :mod:`ekore.harmonics` is: - weight 5: .. math :: - S_{5}, S_{4,1}, S_{3,1,1}, S_{2,3}, S_{2,2,1}, S_{2,1,1,1}, S_{2,1,-2}, S_{2,-3}, S_{-2,3}, S_{-2,2,1}, S_{-2,1,1,1}, S_{-5} - - these sums relies on the integrals :mod:`ekore.harmonics.f_functions` :cite:`Blumlein:2009ta` + S_{5}, S_{-5} We have also implemented a recursive computation of simple harmonics (single index), see :func:`ekore.harmonics.polygamma.recursive_harmonic_sum` + +In the extra folder we provide and additional package :mod:`harmonics_w5` which compute analytical continuation of +weight 5 harmonics, currently not used in :mod:`ekore`: + + .. math :: + S_{4,1}, S_{3,1,1}, S_{2,3}, S_{2,2,1}, S_{2,1,1,1}, S_{2,1,-2}, S_{2,-3}, S_{-2,3}, S_{-2,2,1}, S_{-2,1,1,1} + +where these sums rely on the integrals :mod:`harmonics_w5.f_functions` :cite:`Blumlein:2009ta` diff --git a/extras/harmonics_w5/README.md b/extras/harmonics_w5/README.md new file mode 100644 index 000000000..bed34bf91 --- /dev/null +++ b/extras/harmonics_w5/README.md @@ -0,0 +1,9 @@ +# Harmonics w5 + +This is a standalone package that provides analytical continuation of weight 5 harmonics. + +to install it run: + +``` +poetry install +``` diff --git a/extras/harmonics_w5/poetry.lock b/extras/harmonics_w5/poetry.lock new file mode 100644 index 000000000..fec28ee43 --- /dev/null +++ b/extras/harmonics_w5/poetry.lock @@ -0,0 +1,1143 @@ +# This file is automatically @generated by Poetry and should not be changed by hand. + +[[package]] +name = "appnope" +version = "0.1.3" +description = "Disable App Nap on macOS >= 10.9" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"}, + {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"}, +] + +[[package]] +name = "astroid" +version = "2.14.1" +description = "An abstract syntax tree for Python with inference support." +category = "dev" +optional = false +python-versions = ">=3.7.2" +files = [ + {file = "astroid-2.14.1-py3-none-any.whl", hash = "sha256:23c718921acab5f08cbbbe9293967f1f8fec40c336d19cd75dc12a9ea31d2eb2"}, + {file = "astroid-2.14.1.tar.gz", hash = "sha256:bd1aa4f9915c98e8aaebcd4e71930154d4e8c9aaf05d35ac0a63d1956091ae3f"}, +] + +[package.dependencies] +lazy-object-proxy = ">=1.4.0" +typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} +wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""} + +[[package]] +name = "asttokens" +version = "2.2.1" +description = "Annotate AST trees with source code positions" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"}, + {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"}, +] + +[package.dependencies] +six = "*" + +[package.extras] +test = ["astroid", "pytest"] + +[[package]] +name = "attrs" +version = "22.2.0" +description = "Classes Without Boilerplate" +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"}, + {file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"}, +] + +[package.extras] +cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"] +dev = ["attrs[docs,tests]"] +docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"] +tests = ["attrs[tests-no-zope]", "zope.interface"] +tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"] + +[[package]] +name = "backcall" +version = "0.2.0" +description = "Specifications for callback functions passed in to an API" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"}, + {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"}, +] + +[[package]] +name = "colorama" +version = "0.4.6" +description = "Cross-platform colored terminal text." +category = "dev" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +files = [ + {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, + {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, +] + +[[package]] +name = "coverage" +version = "7.1.0" +description = "Code coverage measurement for Python" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "coverage-7.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3b946bbcd5a8231383450b195cfb58cb01cbe7f8949f5758566b881df4b33baf"}, + {file = "coverage-7.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ec8e767f13be637d056f7e07e61d089e555f719b387a7070154ad80a0ff31801"}, + {file = "coverage-7.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4a5a5879a939cb84959d86869132b00176197ca561c664fc21478c1eee60d75"}, + {file = "coverage-7.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b643cb30821e7570c0aaf54feaf0bfb630b79059f85741843e9dc23f33aaca2c"}, + {file = "coverage-7.1.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:32df215215f3af2c1617a55dbdfb403b772d463d54d219985ac7cd3bf124cada"}, + {file = "coverage-7.1.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:33d1ae9d4079e05ac4cc1ef9e20c648f5afabf1a92adfaf2ccf509c50b85717f"}, + {file = "coverage-7.1.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:29571503c37f2ef2138a306d23e7270687c0efb9cab4bd8038d609b5c2393a3a"}, + {file = "coverage-7.1.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:63ffd21aa133ff48c4dff7adcc46b7ec8b565491bfc371212122dd999812ea1c"}, + {file = "coverage-7.1.0-cp310-cp310-win32.whl", hash = "sha256:4b14d5e09c656de5038a3f9bfe5228f53439282abcab87317c9f7f1acb280352"}, + {file = "coverage-7.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:8361be1c2c073919500b6601220a6f2f98ea0b6d2fec5014c1d9cfa23dd07038"}, + {file = "coverage-7.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:da9b41d4539eefd408c46725fb76ecba3a50a3367cafb7dea5f250d0653c1040"}, + {file = "coverage-7.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c5b15ed7644ae4bee0ecf74fee95808dcc34ba6ace87e8dfbf5cb0dc20eab45a"}, + {file = "coverage-7.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d12d076582507ea460ea2a89a8c85cb558f83406c8a41dd641d7be9a32e1274f"}, + {file = "coverage-7.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2617759031dae1bf183c16cef8fcfb3de7617f394c813fa5e8e46e9b82d4222"}, + {file = "coverage-7.1.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c4e4881fa9e9667afcc742f0c244d9364d197490fbc91d12ac3b5de0bf2df146"}, + {file = "coverage-7.1.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:9d58885215094ab4a86a6aef044e42994a2bd76a446dc59b352622655ba6621b"}, + {file = "coverage-7.1.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:ffeeb38ee4a80a30a6877c5c4c359e5498eec095878f1581453202bfacc8fbc2"}, + {file = "coverage-7.1.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:3baf5f126f30781b5e93dbefcc8271cb2491647f8283f20ac54d12161dff080e"}, + {file = "coverage-7.1.0-cp311-cp311-win32.whl", hash = "sha256:ded59300d6330be27bc6cf0b74b89ada58069ced87c48eaf9344e5e84b0072f7"}, + {file = "coverage-7.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:6a43c7823cd7427b4ed763aa7fb63901ca8288591323b58c9cd6ec31ad910f3c"}, + {file = "coverage-7.1.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:7a726d742816cb3a8973c8c9a97539c734b3a309345236cd533c4883dda05b8d"}, + {file = "coverage-7.1.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bc7c85a150501286f8b56bd8ed3aa4093f4b88fb68c0843d21ff9656f0009d6a"}, + {file = "coverage-7.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f5b4198d85a3755d27e64c52f8c95d6333119e49fd001ae5798dac872c95e0f8"}, + {file = "coverage-7.1.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddb726cb861c3117a553f940372a495fe1078249ff5f8a5478c0576c7be12050"}, + {file = "coverage-7.1.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:51b236e764840a6df0661b67e50697aaa0e7d4124ca95e5058fa3d7cbc240b7c"}, + {file = "coverage-7.1.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:7ee5c9bb51695f80878faaa5598040dd6c9e172ddcf490382e8aedb8ec3fec8d"}, + {file = "coverage-7.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:c31b75ae466c053a98bf26843563b3b3517b8f37da4d47b1c582fdc703112bc3"}, + {file = "coverage-7.1.0-cp37-cp37m-win32.whl", hash = "sha256:3b155caf3760408d1cb903b21e6a97ad4e2bdad43cbc265e3ce0afb8e0057e73"}, + {file = "coverage-7.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:2a60d6513781e87047c3e630b33b4d1e89f39836dac6e069ffee28c4786715f5"}, + {file = "coverage-7.1.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f2cba5c6db29ce991029b5e4ac51eb36774458f0a3b8d3137241b32d1bb91f06"}, + {file = "coverage-7.1.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:beeb129cacea34490ffd4d6153af70509aa3cda20fdda2ea1a2be870dfec8d52"}, + {file = "coverage-7.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c45948f613d5d18c9ec5eaa203ce06a653334cf1bd47c783a12d0dd4fd9c851"}, + {file = "coverage-7.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ef382417db92ba23dfb5864a3fc9be27ea4894e86620d342a116b243ade5d35d"}, + {file = "coverage-7.1.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7c7c0d0827e853315c9bbd43c1162c006dd808dbbe297db7ae66cd17b07830f0"}, + {file = "coverage-7.1.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:e5cdbb5cafcedea04924568d990e20ce7f1945a1dd54b560f879ee2d57226912"}, + {file = "coverage-7.1.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:9817733f0d3ea91bea80de0f79ef971ae94f81ca52f9b66500c6a2fea8e4b4f8"}, + {file = "coverage-7.1.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:218fe982371ac7387304153ecd51205f14e9d731b34fb0568181abaf7b443ba0"}, + {file = "coverage-7.1.0-cp38-cp38-win32.whl", hash = "sha256:04481245ef966fbd24ae9b9e537ce899ae584d521dfbe78f89cad003c38ca2ab"}, + {file = "coverage-7.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:8ae125d1134bf236acba8b83e74c603d1b30e207266121e76484562bc816344c"}, + {file = "coverage-7.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2bf1d5f2084c3932b56b962a683074a3692bce7cabd3aa023c987a2a8e7612f6"}, + {file = "coverage-7.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:98b85dd86514d889a2e3dd22ab3c18c9d0019e696478391d86708b805f4ea0fa"}, + {file = "coverage-7.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38da2db80cc505a611938d8624801158e409928b136c8916cd2e203970dde4dc"}, + {file = "coverage-7.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3164d31078fa9efe406e198aecd2a02d32a62fecbdef74f76dad6a46c7e48311"}, + {file = "coverage-7.1.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db61a79c07331e88b9a9974815c075fbd812bc9dbc4dc44b366b5368a2936063"}, + {file = "coverage-7.1.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:9ccb092c9ede70b2517a57382a601619d20981f56f440eae7e4d7eaafd1d1d09"}, + {file = "coverage-7.1.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:33ff26d0f6cc3ca8de13d14fde1ff8efe1456b53e3f0273e63cc8b3c84a063d8"}, + {file = "coverage-7.1.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d47dd659a4ee952e90dc56c97d78132573dc5c7b09d61b416a9deef4ebe01a0c"}, + {file = "coverage-7.1.0-cp39-cp39-win32.whl", hash = "sha256:d248cd4a92065a4d4543b8331660121b31c4148dd00a691bfb7a5cdc7483cfa4"}, + {file = "coverage-7.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:7ed681b0f8e8bcbbffa58ba26fcf5dbc8f79e7997595bf071ed5430d8c08d6f3"}, + {file = "coverage-7.1.0-pp37.pp38.pp39-none-any.whl", hash = "sha256:755e89e32376c850f826c425ece2c35a4fc266c081490eb0a841e7c1cb0d3bda"}, + {file = "coverage-7.1.0.tar.gz", hash = "sha256:10188fe543560ec4874f974b5305cd1a8bdcfa885ee00ea3a03733464c4ca265"}, +] + +[package.dependencies] +tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""} + +[package.extras] +toml = ["tomli"] + +[[package]] +name = "decorator" +version = "5.1.1" +description = "Decorators for Humans" +category = "dev" +optional = false +python-versions = ">=3.5" +files = [ + {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"}, + {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"}, +] + +[[package]] +name = "dill" +version = "0.3.6" +description = "serialize all of python" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "dill-0.3.6-py3-none-any.whl", hash = "sha256:a07ffd2351b8c678dfc4a856a3005f8067aea51d6ba6c700796a4d9e280f39f0"}, + {file = "dill-0.3.6.tar.gz", hash = "sha256:e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373"}, +] + +[package.extras] +graph = ["objgraph (>=1.7.2)"] + +[[package]] +name = "eko" +version = "0.12.0" +description = "Evolution Kernel Operators" +category = "main" +optional = false +python-versions = ">=3.8,<3.11" +files = [ + {file = "eko-0.12.0-py3-none-any.whl", hash = "sha256:f70c17d8c98f33aa3b07b97d47b3647c48fbe6356011f70b8032d36cc92db5b8"}, + {file = "eko-0.12.0.tar.gz", hash = "sha256:f962f20f1a5bec25775a7dd8c4432e43986972c5968fda8c1afd5e34fa09fc38"}, +] + +[package.dependencies] +lz4 = ">=4.0.2,<5.0.0" +numba = ">=0.55.0,<0.56.0" +numpy = ">=1.22,<2.0" +PyYAML = ">=6.0,<7.0" +scipy = ">=1.7.3,<2.0.0" + +[package.extras] +box = ["banana-hep (>=0.6.6,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (>=1.3.0,<2.0.0)", "rich (>=12.6.0,<13.0.0)", "sqlalchemy (>=1.4.21,<2.0.0)"] +docs = ["Sphinx (>=4.3.2,<5.0.0)", "nbsphinx (>=0.8.8,<0.9.0)", "sphinx-rtd-theme (>=1.0.0,<2.0.0)", "sphinxcontrib-bibtex (>=2.4.1,<3.0.0)"] +mark = ["banana-hep (>=0.6.6,<0.7.0)", "matplotlib (>=3.5.1,<4.0.0)", "pandas (>=1.3.0,<2.0.0)", "sqlalchemy (>=1.4.21,<2.0.0)"] + +[[package]] +name = "exceptiongroup" +version = "1.1.0" +description = "Backport of PEP 654 (exception groups)" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "exceptiongroup-1.1.0-py3-none-any.whl", hash = "sha256:327cbda3da756e2de031a3107b81ab7b3770a602c4d16ca618298c526f4bec1e"}, + {file = "exceptiongroup-1.1.0.tar.gz", hash = "sha256:bcb67d800a4497e1b404c2dd44fca47d3b7a5e5433dbab67f96c1a685cdfdf23"}, +] + +[package.extras] +test = ["pytest (>=6)"] + +[[package]] +name = "executing" +version = "1.2.0" +description = "Get the currently executing AST node of a frame, and other information" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "executing-1.2.0-py2.py3-none-any.whl", hash = "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc"}, + {file = "executing-1.2.0.tar.gz", hash = "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"}, +] + +[package.extras] +tests = ["asttokens", "littleutils", "pytest", "rich"] + +[[package]] +name = "fancycompleter" +version = "0.9.1" +description = "colorful TAB completion for Python prompt" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "fancycompleter-0.9.1-py3-none-any.whl", hash = "sha256:dd076bca7d9d524cc7f25ec8f35ef95388ffef9ef46def4d3d25e9b044ad7080"}, + {file = "fancycompleter-0.9.1.tar.gz", hash = "sha256:09e0feb8ae242abdfd7ef2ba55069a46f011814a80fe5476be48f51b00247272"}, +] + +[package.dependencies] +pyreadline = {version = "*", markers = "platform_system == \"Windows\""} +pyrepl = ">=0.8.2" + +[[package]] +name = "iniconfig" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, + {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, +] + +[[package]] +name = "ipython" +version = "8.9.0" +description = "IPython: Productive Interactive Computing" +category = "dev" +optional = false +python-versions = ">=3.8" +files = [ + {file = "ipython-8.9.0-py3-none-any.whl", hash = "sha256:9c207b0ef2d276d1bfcfeb9a62804336abbe4b170574ea061500952319b1d78c"}, + {file = "ipython-8.9.0.tar.gz", hash = "sha256:71618e82e6d59487bea059626e7c79fb4a5b760d1510d02fab1160db6fdfa1f7"}, +] + +[package.dependencies] +appnope = {version = "*", markers = "sys_platform == \"darwin\""} +backcall = "*" +colorama = {version = "*", markers = "sys_platform == \"win32\""} +decorator = "*" +jedi = ">=0.16" +matplotlib-inline = "*" +pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""} +pickleshare = "*" +prompt-toolkit = ">=3.0.30,<3.1.0" +pygments = ">=2.4.0" +stack-data = "*" +traitlets = ">=5" + +[package.extras] +all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.20)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"] +black = ["black"] +doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"] +kernel = ["ipykernel"] +nbconvert = ["nbconvert"] +nbformat = ["nbformat"] +notebook = ["ipywidgets", "notebook"] +parallel = ["ipyparallel"] +qtconsole = ["qtconsole"] +test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] +test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] + +[[package]] +name = "isort" +version = "5.12.0" +description = "A Python utility / library to sort Python imports." +category = "dev" +optional = false +python-versions = ">=3.8.0" +files = [ + {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"}, + {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"}, +] + +[package.extras] +colors = ["colorama (>=0.4.3)"] +pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"] +plugins = ["setuptools"] +requirements-deprecated-finder = ["pip-api", "pipreqs"] + +[[package]] +name = "jedi" +version = "0.18.2" +description = "An autocompletion tool for Python that can be used for text editors." +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"}, + {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"}, +] + +[package.dependencies] +parso = ">=0.8.0,<0.9.0" + +[package.extras] +docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"] +qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] +testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] + +[[package]] +name = "lazy-object-proxy" +version = "1.9.0" +description = "A fast and thorough lazy object proxy." +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "lazy-object-proxy-1.9.0.tar.gz", hash = "sha256:659fb5809fa4629b8a1ac5106f669cfc7bef26fbb389dda53b3e010d1ac4ebae"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b40387277b0ed2d0602b8293b94d7257e17d1479e257b4de114ea11a8cb7f2d7"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8c6cfb338b133fbdbc5cfaa10fe3c6aeea827db80c978dbd13bc9dd8526b7d4"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:721532711daa7db0d8b779b0bb0318fa87af1c10d7fe5e52ef30f8eff254d0cd"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:66a3de4a3ec06cd8af3f61b8e1ec67614fbb7c995d02fa224813cb7afefee701"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:1aa3de4088c89a1b69f8ec0dcc169aa725b0ff017899ac568fe44ddc1396df46"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-win32.whl", hash = "sha256:f0705c376533ed2a9e5e97aacdbfe04cecd71e0aa84c7c0595d02ef93b6e4455"}, + {file = "lazy_object_proxy-1.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:ea806fd4c37bf7e7ad82537b0757999264d5f70c45468447bb2b91afdbe73a6e"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:946d27deaff6cf8452ed0dba83ba38839a87f4f7a9732e8f9fd4107b21e6ff07"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79a31b086e7e68b24b99b23d57723ef7e2c6d81ed21007b6281ebcd1688acb0a"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f699ac1c768270c9e384e4cbd268d6e67aebcfae6cd623b4d7c3bfde5a35db59"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:bfb38f9ffb53b942f2b5954e0f610f1e721ccebe9cce9025a38c8ccf4a5183a4"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:189bbd5d41ae7a498397287c408617fe5c48633e7755287b21d741f7db2706a9"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-win32.whl", hash = "sha256:81fc4d08b062b535d95c9ea70dbe8a335c45c04029878e62d744bdced5141586"}, + {file = "lazy_object_proxy-1.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:f2457189d8257dd41ae9b434ba33298aec198e30adf2dcdaaa3a28b9994f6adb"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:d9e25ef10a39e8afe59a5c348a4dbf29b4868ab76269f81ce1674494e2565a6e"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cbf9b082426036e19c6924a9ce90c740a9861e2bdc27a4834fd0a910742ac1e8"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f5fa4a61ce2438267163891961cfd5e32ec97a2c444e5b842d574251ade27d2"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:8fa02eaab317b1e9e03f69aab1f91e120e7899b392c4fc19807a8278a07a97e8"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e7c21c95cae3c05c14aafffe2865bbd5e377cfc1348c4f7751d9dc9a48ca4bda"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-win32.whl", hash = "sha256:f12ad7126ae0c98d601a7ee504c1122bcef553d1d5e0c3bfa77b16b3968d2734"}, + {file = "lazy_object_proxy-1.9.0-cp37-cp37m-win_amd64.whl", hash = "sha256:edd20c5a55acb67c7ed471fa2b5fb66cb17f61430b7a6b9c3b4a1e40293b1671"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2d0daa332786cf3bb49e10dc6a17a52f6a8f9601b4cf5c295a4f85854d61de63"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cd077f3d04a58e83d04b20e334f678c2b0ff9879b9375ed107d5d07ff160171"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660c94ea760b3ce47d1855a30984c78327500493d396eac4dfd8bd82041b22be"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:212774e4dfa851e74d393a2370871e174d7ff0ebc980907723bb67d25c8a7c30"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f0117049dd1d5635bbff65444496c90e0baa48ea405125c088e93d9cf4525b11"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-win32.whl", hash = "sha256:0a891e4e41b54fd5b8313b96399f8b0e173bbbfc03c7631f01efbe29bb0bcf82"}, + {file = "lazy_object_proxy-1.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:9990d8e71b9f6488e91ad25f322898c136b008d87bf852ff65391b004da5e17b"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9e7551208b2aded9c1447453ee366f1c4070602b3d932ace044715d89666899b"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f83ac4d83ef0ab017683d715ed356e30dd48a93746309c8f3517e1287523ef4"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7322c3d6f1766d4ef1e51a465f47955f1e8123caee67dd641e67d539a534d006"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:18b78ec83edbbeb69efdc0e9c1cb41a3b1b1ed11ddd8ded602464c3fc6020494"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:09763491ce220c0299688940f8dc2c5d05fd1f45af1e42e636b2e8b2303e4382"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-win32.whl", hash = "sha256:9090d8e53235aa280fc9239a86ae3ea8ac58eff66a705fa6aa2ec4968b95c821"}, + {file = "lazy_object_proxy-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:db1c1722726f47e10e0b5fdbf15ac3b8adb58c091d12b3ab713965795036985f"}, +] + +[[package]] +name = "llvmlite" +version = "0.38.1" +description = "lightweight wrapper around basic LLVM functionality" +category = "main" +optional = false +python-versions = ">=3.7,<3.11" +files = [ + {file = "llvmlite-0.38.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a7dd2bd1d6406e7789273e3f8a304ed5d9adcfaa5768052fca7dc233a857be98"}, + {file = "llvmlite-0.38.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7a5e0ed215a576f0f872f47a70b8cb49864e0aefc8586aff5ce83e3bff47bc23"}, + {file = "llvmlite-0.38.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:633c9026eb43b9903cc4ffbc1c7d5293b2e3ad95d06fa9eab0f6ce6ff6ea15b3"}, + {file = "llvmlite-0.38.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b98da8436dbc29013ea301f1fdb0d596ab53bf0ab65c976d96d00bb6faa0b479"}, + {file = "llvmlite-0.38.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0adce1793d66d009c554809f27baeb6258bf13f6fbaa12eff7443500caec25"}, + {file = "llvmlite-0.38.1-cp310-cp310-win32.whl", hash = "sha256:8c64c90a8b0b7b7e1ed1912ba82c1a3f43cf25affbe06aa3c56c84050edee8ac"}, + {file = "llvmlite-0.38.1-cp310-cp310-win_amd64.whl", hash = "sha256:ab070266f0f51304789a6c20d4be91a9e69683ad9bd4861eb89980e8eb613b3a"}, + {file = "llvmlite-0.38.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ed7528b8b85de930b76407e44b080e4f376b7a007c2879749599ff8e2fe32753"}, + {file = "llvmlite-0.38.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7db018da2863034ad9c73c946625637f3a89635bc70576068bab4bd085eea90d"}, + {file = "llvmlite-0.38.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c1e5805c92e049b4956ed01204c6647de6160ab9aefb0d67ea83ca02a1d889a"}, + {file = "llvmlite-0.38.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5559e46c79b4017c3c25edc3b9512d11adc3689b9046120c685b0905c08d48a5"}, + {file = "llvmlite-0.38.1-cp37-cp37m-win32.whl", hash = "sha256:ef9aa574eff2e15f8c47b255da0db5dab326dc7f76384c307ae35490e2d2489a"}, + {file = "llvmlite-0.38.1-cp37-cp37m-win_amd64.whl", hash = "sha256:84d5a0163c172db2b2ae561d2fc0866fbd9f716cf13f92c0d41ca4338e682672"}, + {file = "llvmlite-0.38.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a263252a68d85450110ec1f2b406c0414e49b04a4d216d31c0515ea1d59c3882"}, + {file = "llvmlite-0.38.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:de8bd61480173930f2a029673e7cd0738fbbb5171dfe490340839ad7301d4cf0"}, + {file = "llvmlite-0.38.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fbfbe546394c39db39a6898a51972aa131c8d6b0628517728b350552f58bdc19"}, + {file = "llvmlite-0.38.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c4f26c6c370e134a909ac555a671fa1376e74c69af0208f25c0979472577a9d"}, + {file = "llvmlite-0.38.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f95f455697c44d7c04ef95fdfce04629f48df08a832d0a0d9eb2363186dbb969"}, + {file = "llvmlite-0.38.1-cp38-cp38-win32.whl", hash = "sha256:41e638a71c85a9a4a33f279c4cd812bc2f84122505b1f6ab8984ec7debb8548b"}, + {file = "llvmlite-0.38.1-cp38-cp38-win_amd64.whl", hash = "sha256:5c07d63df4578f31b39b764d3b4291f70157af7f42e171a8884ae7aaf989d1f7"}, + {file = "llvmlite-0.38.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4e11bd9929dcbd55d5eb5cd7b08bf71b0097ea48cc192b69d102a90dd6e9816f"}, + {file = "llvmlite-0.38.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:edfa2c761cfa56cf76e783290d82e117f829bb691d8d90aa375505204888abac"}, + {file = "llvmlite-0.38.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0e609f7312a439b53b6f622d99180c3ff6a3e1e4ceca4d18aca1c5b46f4e3664"}, + {file = "llvmlite-0.38.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9f53c3448410cc84d0e1af84dbc0d60ad32779853d40bcc8b1ee3c67ebbe94b1"}, + {file = "llvmlite-0.38.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c8fac4edbadefa4dddf5dc6cca76bc2ae81df211dcd16a6638d60cc41249e56"}, + {file = "llvmlite-0.38.1-cp39-cp39-win32.whl", hash = "sha256:3d76c0fa42390bef56979ed213fbf0150c3fef36f5ea68d3d780d5d725da8c01"}, + {file = "llvmlite-0.38.1-cp39-cp39-win_amd64.whl", hash = "sha256:66462d768c30d5f648ca3361d657b434efa8b09f6cf04d6b6eae66e62e993644"}, + {file = "llvmlite-0.38.1.tar.gz", hash = "sha256:0622a86301fcf81cc50d7ed5b4bebe992c030580d413a8443b328ed4f4d82561"}, +] + +[[package]] +name = "lz4" +version = "4.3.2" +description = "LZ4 Bindings for Python" +category = "main" +optional = false +python-versions = ">=3.7" +files = [ + {file = "lz4-4.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1c4c100d99eed7c08d4e8852dd11e7d1ec47a3340f49e3a96f8dfbba17ffb300"}, + {file = "lz4-4.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:edd8987d8415b5dad25e797043936d91535017237f72fa456601be1479386c92"}, + {file = "lz4-4.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f7c50542b4ddceb74ab4f8b3435327a0861f06257ca501d59067a6a482535a77"}, + {file = "lz4-4.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f5614d8229b33d4a97cb527db2a1ac81308c6e796e7bdb5d1309127289f69d5"}, + {file = "lz4-4.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8f00a9ba98f6364cadda366ae6469b7b3568c0cced27e16a47ddf6b774169270"}, + {file = "lz4-4.3.2-cp310-cp310-win32.whl", hash = "sha256:b10b77dc2e6b1daa2f11e241141ab8285c42b4ed13a8642495620416279cc5b2"}, + {file = "lz4-4.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:86480f14a188c37cb1416cdabacfb4e42f7a5eab20a737dac9c4b1c227f3b822"}, + {file = "lz4-4.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7c2df117def1589fba1327dceee51c5c2176a2b5a7040b45e84185ce0c08b6a3"}, + {file = "lz4-4.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1f25eb322eeb24068bb7647cae2b0732b71e5c639e4e4026db57618dcd8279f0"}, + {file = "lz4-4.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8df16c9a2377bdc01e01e6de5a6e4bbc66ddf007a6b045688e285d7d9d61d1c9"}, + {file = "lz4-4.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f571eab7fec554d3b1db0d666bdc2ad85c81f4b8cb08906c4c59a8cad75e6e22"}, + {file = "lz4-4.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7211dc8f636ca625abc3d4fb9ab74e5444b92df4f8d58ec83c8868a2b0ff643d"}, + {file = "lz4-4.3.2-cp311-cp311-win32.whl", hash = "sha256:867664d9ca9bdfce840ac96d46cd8838c9ae891e859eb98ce82fcdf0e103a947"}, + {file = "lz4-4.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:a6a46889325fd60b8a6b62ffc61588ec500a1883db32cddee9903edfba0b7584"}, + {file = "lz4-4.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3a85b430138882f82f354135b98c320dafb96fc8fe4656573d95ab05de9eb092"}, + {file = "lz4-4.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:65d5c93f8badacfa0456b660285e394e65023ef8071142e0dcbd4762166e1be0"}, + {file = "lz4-4.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b50f096a6a25f3b2edca05aa626ce39979d63c3b160687c8c6d50ac3943d0ba"}, + {file = "lz4-4.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:200d05777d61ba1ff8d29cb51c534a162ea0b4fe6d3c28be3571a0a48ff36080"}, + {file = "lz4-4.3.2-cp37-cp37m-win32.whl", hash = "sha256:edc2fb3463d5d9338ccf13eb512aab61937be50aa70734bcf873f2f493801d3b"}, + {file = "lz4-4.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:83acfacab3a1a7ab9694333bcb7950fbeb0be21660d236fd09c8337a50817897"}, + {file = "lz4-4.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7a9eec24ec7d8c99aab54de91b4a5a149559ed5b3097cf30249b665689b3d402"}, + {file = "lz4-4.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:31d72731c4ac6ebdce57cd9a5cabe0aecba229c4f31ba3e2c64ae52eee3fdb1c"}, + {file = "lz4-4.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83903fe6db92db0be101acedc677aa41a490b561567fe1b3fe68695b2110326c"}, + {file = "lz4-4.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:926b26db87ec8822cf1870efc3d04d06062730ec3279bbbd33ba47a6c0a5c673"}, + {file = "lz4-4.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e05afefc4529e97c08e65ef92432e5f5225c0bb21ad89dee1e06a882f91d7f5e"}, + {file = "lz4-4.3.2-cp38-cp38-win32.whl", hash = "sha256:ad38dc6a7eea6f6b8b642aaa0683253288b0460b70cab3216838747163fb774d"}, + {file = "lz4-4.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:7e2dc1bd88b60fa09b9b37f08553f45dc2b770c52a5996ea52b2b40f25445676"}, + {file = "lz4-4.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:edda4fb109439b7f3f58ed6bede59694bc631c4b69c041112b1b7dc727fffb23"}, + {file = "lz4-4.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0ca83a623c449295bafad745dcd399cea4c55b16b13ed8cfea30963b004016c9"}, + {file = "lz4-4.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d5ea0e788dc7e2311989b78cae7accf75a580827b4d96bbaf06c7e5a03989bd5"}, + {file = "lz4-4.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a98b61e504fb69f99117b188e60b71e3c94469295571492a6468c1acd63c37ba"}, + {file = "lz4-4.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4931ab28a0d1c133104613e74eec1b8bb1f52403faabe4f47f93008785c0b929"}, + {file = "lz4-4.3.2-cp39-cp39-win32.whl", hash = "sha256:ec6755cacf83f0c5588d28abb40a1ac1643f2ff2115481089264c7630236618a"}, + {file = "lz4-4.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:4caedeb19e3ede6c7a178968b800f910db6503cb4cb1e9cc9221157572139b49"}, + {file = "lz4-4.3.2.tar.gz", hash = "sha256:e1431d84a9cfb23e6773e72078ce8e65cad6745816d4cbf9ae67da5ea419acda"}, +] + +[package.extras] +docs = ["sphinx (>=1.6.0)", "sphinx-bootstrap-theme"] +flake8 = ["flake8"] +tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"] + +[[package]] +name = "matplotlib-inline" +version = "0.1.6" +description = "Inline Matplotlib backend for Jupyter" +category = "dev" +optional = false +python-versions = ">=3.5" +files = [ + {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"}, + {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"}, +] + +[package.dependencies] +traitlets = "*" + +[[package]] +name = "mccabe" +version = "0.7.0" +description = "McCabe checker, plugin for flake8" +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, + {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, +] + +[[package]] +name = "numba" +version = "0.55.2" +description = "compiling Python code using LLVM" +category = "main" +optional = false +python-versions = ">=3.7,<3.11" +files = [ + {file = "numba-0.55.2-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:dd05f7c0ce64b6977596aa4e5a44747c6ef414d7989da1c7672337c54381a5ef"}, + {file = "numba-0.55.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e36232eccd172c583b1f021c5c48744c087ae6fc9dc5c5f0dd2cb2286e517bf8"}, + {file = "numba-0.55.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:25410557d0deb1d97397b71e142a36772133986a7dd4fe2935786e2dd149245f"}, + {file = "numba-0.55.2-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:676c081162cc9403706071c1d1d42e479c0741551ab28096ba13859a2e3e9b80"}, + {file = "numba-0.55.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2665ef28e900b3a55bf370daa81c12ebc64cd434116accd60c38a95a159a3182"}, + {file = "numba-0.55.2-cp310-cp310-win32.whl", hash = "sha256:d7ac9ea5feef9536ab8bfbbb3ded1a0617ea8794d7547800d535b7857800f996"}, + {file = "numba-0.55.2-cp310-cp310-win_amd64.whl", hash = "sha256:29b89a68af162acf87adeb8fbf01f6bb1effae4711b28146f95108d82e905624"}, + {file = "numba-0.55.2-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:6e0f9b5d1c8ea1bdef39b0ad921a9bbf0cc4a88e76d722d756c68f1653787c35"}, + {file = "numba-0.55.2-cp37-cp37m-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:135fb7694928f9f57b4ff5b1be58f20f4771fedd1680636a9affdead96051959"}, + {file = "numba-0.55.2-cp37-cp37m-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:de1f93bd7e2d431451aec20a52ac651a020e98a4ba46797fad860bba338a7e64"}, + {file = "numba-0.55.2-cp37-cp37m-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3eaf53e73e700370163e58257257299ac0d46fea4f244bf5476e4635bc31d808"}, + {file = "numba-0.55.2-cp37-cp37m-win32.whl", hash = "sha256:da4485e0f0b9562f39c78887149b33d13d787aa696553c9257b95575122905ed"}, + {file = "numba-0.55.2-cp37-cp37m-win_amd64.whl", hash = "sha256:5559c6684bf6cce7a22c656d8fef3e7c38ff5fec5153abef5955f6f7cae9f102"}, + {file = "numba-0.55.2-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:a85779adc5234f7857615d1bd2c7b514314521f9f0163c33017707ed9816e6e6"}, + {file = "numba-0.55.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:16a52a0641c342b09b39f6762dcbe3846e44aa9baaaf4703b2ca42a3aee7346f"}, + {file = "numba-0.55.2-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:46715180f87d5a1f3e4077d207ade66c96fc01159f5b7d49cee2d6ffb9e6539f"}, + {file = "numba-0.55.2-cp38-cp38-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:d1c3cef3289fefb5673ceae32024ab5a8a08d4f4380bcb8348d01f1ba570ccff"}, + {file = "numba-0.55.2-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:68bb33eaef1d6155fc1ae4fa6c915b8a42e5052c89a58742254eaad072eab118"}, + {file = "numba-0.55.2-cp38-cp38-win32.whl", hash = "sha256:dfddd633141608a09cbce275fb9fe7aa514918625ace20b0e587898a2d93c030"}, + {file = "numba-0.55.2-cp38-cp38-win_amd64.whl", hash = "sha256:a669212aa66ffee4ad778016ac3819add33f9bcb96b4c384d3099531dd175085"}, + {file = "numba-0.55.2-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:dcde1a1a3a430fb5f83c7e095b0b6ac7adb5595f50a3ee05babb2964f31613c4"}, + {file = "numba-0.55.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:69b2e823efa40d32b259f5c094476dde2226b92032f17015d8cd7c10472654ce"}, + {file = "numba-0.55.2-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:20de0139d2267c8f0e2470d4f88540446cd1bf40de0f29f31b7ab9bf25d49b45"}, + {file = "numba-0.55.2-cp39-cp39-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:09ff4d690abb05ffbb8a29a96d1cf35b46887a26796d3670de104beeec73d639"}, + {file = "numba-0.55.2-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1105449247f338e49d63eb04a4aaa5c440bb5435df00f718c8e6e7afad841bb0"}, + {file = "numba-0.55.2-cp39-cp39-win32.whl", hash = "sha256:32649584144c35ced239937ab2c416ab22bbc1490ef8d90609c30fff9f6aa1b8"}, + {file = "numba-0.55.2-cp39-cp39-win_amd64.whl", hash = "sha256:8d5760a1e6a48d98d6b9cf774e4d2a64813d981cca60d7b7356af61195a6ca17"}, + {file = "numba-0.55.2.tar.gz", hash = "sha256:e428d9e11d9ba592849ccc9f7a009003eb7d30612007e365afe743ce7118c6f4"}, +] + +[package.dependencies] +llvmlite = ">=0.38.0rc1,<0.39" +numpy = ">=1.18,<1.23" +setuptools = "*" + +[[package]] +name = "numpy" +version = "1.22.4" +description = "NumPy is the fundamental package for array computing with Python." +category = "main" +optional = false +python-versions = ">=3.8" +files = [ + {file = "numpy-1.22.4-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:ba9ead61dfb5d971d77b6c131a9dbee62294a932bf6a356e48c75ae684e635b3"}, + {file = "numpy-1.22.4-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:1ce7ab2053e36c0a71e7a13a7475bd3b1f54750b4b433adc96313e127b870887"}, + {file = "numpy-1.22.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7228ad13744f63575b3a972d7ee4fd61815b2879998e70930d4ccf9ec721dce0"}, + {file = "numpy-1.22.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:43a8ca7391b626b4c4fe20aefe79fec683279e31e7c79716863b4b25021e0e74"}, + {file = "numpy-1.22.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a911e317e8c826ea632205e63ed8507e0dc877dcdc49744584dfc363df9ca08c"}, + {file = "numpy-1.22.4-cp310-cp310-win32.whl", hash = "sha256:9ce7df0abeabe7fbd8ccbf343dc0db72f68549856b863ae3dd580255d009648e"}, + {file = "numpy-1.22.4-cp310-cp310-win_amd64.whl", hash = "sha256:3e1ffa4748168e1cc8d3cde93f006fe92b5421396221a02f2274aab6ac83b077"}, + {file = "numpy-1.22.4-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:59d55e634968b8f77d3fd674a3cf0b96e85147cd6556ec64ade018f27e9479e1"}, + {file = "numpy-1.22.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:c1d937820db6e43bec43e8d016b9b3165dcb42892ea9f106c70fb13d430ffe72"}, + {file = "numpy-1.22.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4c5d5eb2ec8da0b4f50c9a843393971f31f1d60be87e0fb0917a49133d257d6"}, + {file = "numpy-1.22.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64f56fc53a2d18b1924abd15745e30d82a5782b2cab3429aceecc6875bd5add0"}, + {file = "numpy-1.22.4-cp38-cp38-win32.whl", hash = "sha256:fb7a980c81dd932381f8228a426df8aeb70d59bbcda2af075b627bbc50207cba"}, + {file = "numpy-1.22.4-cp38-cp38-win_amd64.whl", hash = "sha256:e96d7f3096a36c8754207ab89d4b3282ba7b49ea140e4973591852c77d09eb76"}, + {file = "numpy-1.22.4-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:4c6036521f11a731ce0648f10c18ae66d7143865f19f7299943c985cdc95afb5"}, + {file = "numpy-1.22.4-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:b89bf9b94b3d624e7bb480344e91f68c1c6c75f026ed6755955117de00917a7c"}, + {file = "numpy-1.22.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2d487e06ecbf1dc2f18e7efce82ded4f705f4bd0cd02677ffccfb39e5c284c7e"}, + {file = "numpy-1.22.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3eb268dbd5cfaffd9448113539e44e2dd1c5ca9ce25576f7c04a5453edc26fa"}, + {file = "numpy-1.22.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:37431a77ceb9307c28382c9773da9f306435135fae6b80b62a11c53cfedd8802"}, + {file = "numpy-1.22.4-cp39-cp39-win32.whl", hash = "sha256:cc7f00008eb7d3f2489fca6f334ec19ca63e31371be28fd5dad955b16ec285bd"}, + {file = "numpy-1.22.4-cp39-cp39-win_amd64.whl", hash = "sha256:f0725df166cf4785c0bc4cbfb320203182b1ecd30fee6e541c8752a92df6aa32"}, + {file = "numpy-1.22.4-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0791fbd1e43bf74b3502133207e378901272f3c156c4df4954cad833b1380207"}, + {file = "numpy-1.22.4.zip", hash = "sha256:425b390e4619f58d8526b3dcf656dde069133ae5c240229821f01b5f44ea07af"}, +] + +[[package]] +name = "packaging" +version = "23.0" +description = "Core utilities for Python packages" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"}, + {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"}, +] + +[[package]] +name = "parso" +version = "0.8.3" +description = "A Python Parser" +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"}, + {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"}, +] + +[package.extras] +qa = ["flake8 (==3.8.3)", "mypy (==0.782)"] +testing = ["docopt", "pytest (<6.0.0)"] + +[[package]] +name = "pdbpp" +version = "0.10.3" +description = "pdb++, a drop-in replacement for pdb" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pdbpp-0.10.3-py2.py3-none-any.whl", hash = "sha256:79580568e33eb3d6f6b462b1187f53e10cd8e4538f7d31495c9181e2cf9665d1"}, + {file = "pdbpp-0.10.3.tar.gz", hash = "sha256:d9e43f4fda388eeb365f2887f4e7b66ac09dce9b6236b76f63616530e2f669f5"}, +] + +[package.dependencies] +fancycompleter = ">=0.8" +pygments = "*" +wmctrl = "*" + +[package.extras] +funcsigs = ["funcsigs"] +testing = ["funcsigs", "pytest"] + +[[package]] +name = "pexpect" +version = "4.8.0" +description = "Pexpect allows easy control of interactive console applications." +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"}, + {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"}, +] + +[package.dependencies] +ptyprocess = ">=0.5" + +[[package]] +name = "pickleshare" +version = "0.7.5" +description = "Tiny 'shelve'-like database with concurrency support" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"}, + {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"}, +] + +[[package]] +name = "platformdirs" +version = "3.0.0" +description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "platformdirs-3.0.0-py3-none-any.whl", hash = "sha256:b1d5eb14f221506f50d6604a561f4c5786d9e80355219694a1b244bcd96f4567"}, + {file = "platformdirs-3.0.0.tar.gz", hash = "sha256:8a1228abb1ef82d788f74139988b137e78692984ec7b08eaa6c65f1723af28f9"}, +] + +[package.extras] +docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"] + +[[package]] +name = "pluggy" +version = "1.0.0" +description = "plugin and hook calling mechanisms for python" +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"}, + {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"}, +] + +[package.extras] +dev = ["pre-commit", "tox"] +testing = ["pytest", "pytest-benchmark"] + +[[package]] +name = "prompt-toolkit" +version = "3.0.36" +description = "Library for building powerful interactive command lines in Python" +category = "dev" +optional = false +python-versions = ">=3.6.2" +files = [ + {file = "prompt_toolkit-3.0.36-py3-none-any.whl", hash = "sha256:aa64ad242a462c5ff0363a7b9cfe696c20d55d9fc60c11fd8e632d064804d305"}, + {file = "prompt_toolkit-3.0.36.tar.gz", hash = "sha256:3e163f254bef5a03b146397d7c1963bd3e2812f0964bb9a24e6ec761fd28db63"}, +] + +[package.dependencies] +wcwidth = "*" + +[[package]] +name = "ptyprocess" +version = "0.7.0" +description = "Run a subprocess in a pseudo terminal" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, + {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, +] + +[[package]] +name = "pure-eval" +version = "0.2.2" +description = "Safely evaluate AST nodes without side effects" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"}, + {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"}, +] + +[package.extras] +tests = ["pytest"] + +[[package]] +name = "pygments" +version = "2.14.0" +description = "Pygments is a syntax highlighting package written in Python." +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "Pygments-2.14.0-py3-none-any.whl", hash = "sha256:fa7bd7bd2771287c0de303af8bfdfc731f51bd2c6a47ab69d117138893b82717"}, + {file = "Pygments-2.14.0.tar.gz", hash = "sha256:b3ed06a9e8ac9a9aae5a6f5dbe78a8a58655d17b43b93c078f094ddc476ae297"}, +] + +[package.extras] +plugins = ["importlib-metadata"] + +[[package]] +name = "pylint" +version = "2.16.1" +description = "python code static checker" +category = "dev" +optional = false +python-versions = ">=3.7.2" +files = [ + {file = "pylint-2.16.1-py3-none-any.whl", hash = "sha256:bad9d7c36037f6043a1e848a43004dfd5ea5ceb05815d713ba56ca4503a9fe37"}, + {file = "pylint-2.16.1.tar.gz", hash = "sha256:ffe7fa536bb38ba35006a7c8a6d2efbfdd3d95bbf21199cad31f76b1c50aaf30"}, +] + +[package.dependencies] +astroid = ">=2.14.1,<=2.16.0-dev0" +colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} +dill = {version = ">=0.2", markers = "python_version < \"3.11\""} +isort = ">=4.2.5,<6" +mccabe = ">=0.6,<0.8" +platformdirs = ">=2.2.0" +tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} +tomlkit = ">=0.10.1" +typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""} + +[package.extras] +spelling = ["pyenchant (>=3.2,<4.0)"] +testutils = ["gitpython (>3)"] + +[[package]] +name = "pyreadline" +version = "2.1" +description = "A python implmementation of GNU readline." +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pyreadline-2.1.zip", hash = "sha256:4530592fc2e85b25b1a9f79664433da09237c1a270e4d78ea5aa3a2c7229e2d1"}, +] + +[[package]] +name = "pyrepl" +version = "0.9.0" +description = "A library for building flexible command line interfaces" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pyrepl-0.9.0.tar.gz", hash = "sha256:292570f34b5502e871bbb966d639474f2b57fbfcd3373c2d6a2f3d56e681a775"}, +] + +[[package]] +name = "pytest" +version = "7.2.1" +description = "pytest: simple powerful testing with Python" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "pytest-7.2.1-py3-none-any.whl", hash = "sha256:c7c6ca206e93355074ae32f7403e8ea12163b1163c976fee7d4d84027c162be5"}, + {file = "pytest-7.2.1.tar.gz", hash = "sha256:d45e0952f3727241918b8fd0f376f5ff6b301cc0777c6f9a556935c92d8a7d42"}, +] + +[package.dependencies] +attrs = ">=19.2.0" +colorama = {version = "*", markers = "sys_platform == \"win32\""} +exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} +iniconfig = "*" +packaging = "*" +pluggy = ">=0.12,<2.0" +tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} + +[package.extras] +testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"] + +[[package]] +name = "pytest-cov" +version = "4.0.0" +description = "Pytest plugin for measuring coverage." +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "pytest-cov-4.0.0.tar.gz", hash = "sha256:996b79efde6433cdbd0088872dbc5fb3ed7fe1578b68cdbba634f14bb8dd0470"}, + {file = "pytest_cov-4.0.0-py3-none-any.whl", hash = "sha256:2feb1b751d66a8bd934e5edfa2e961d11309dc37b73b0eabe73b5945fee20f6b"}, +] + +[package.dependencies] +coverage = {version = ">=5.2.1", extras = ["toml"]} +pytest = ">=4.6" + +[package.extras] +testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"] + +[[package]] +name = "pytest-env" +version = "0.6.2" +description = "py.test plugin that allows you to add environment variables." +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "pytest-env-0.6.2.tar.gz", hash = "sha256:7e94956aef7f2764f3c147d216ce066bf6c42948bb9e293169b1b1c880a580c2"}, +] + +[package.dependencies] +pytest = ">=2.6.0" + +[[package]] +name = "pyyaml" +version = "6.0" +description = "YAML parser and emitter for Python" +category = "main" +optional = false +python-versions = ">=3.6" +files = [ + {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"}, + {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"}, + {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77f396e6ef4c73fdc33a9157446466f1cff553d979bd00ecb64385760c6babdc"}, + {file = "PyYAML-6.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a80a78046a72361de73f8f395f1f1e49f956c6be882eed58505a15f3e430962b"}, + {file = "PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f84fbc98b019fef2ee9a1cb3ce93e3187a6df0b2538a651bfb890254ba9f90b5"}, + {file = "PyYAML-6.0-cp310-cp310-win32.whl", hash = "sha256:2cd5df3de48857ed0544b34e2d40e9fac445930039f3cfe4bcc592a1f836d513"}, + {file = "PyYAML-6.0-cp310-cp310-win_amd64.whl", hash = "sha256:daf496c58a8c52083df09b80c860005194014c3698698d1a57cbcfa182142a3a"}, + {file = "PyYAML-6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d4b0ba9512519522b118090257be113b9468d804b19d63c71dbcf4a48fa32358"}, + {file = "PyYAML-6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:81957921f441d50af23654aa6c5e5eaf9b06aba7f0a19c18a538dc7ef291c5a1"}, + {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:afa17f5bc4d1b10afd4466fd3a44dc0e245382deca5b3c353d8b757f9e3ecb8d"}, + {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dbad0e9d368bb989f4515da330b88a057617d16b6a8245084f1b05400f24609f"}, + {file = "PyYAML-6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:432557aa2c09802be39460360ddffd48156e30721f5e8d917f01d31694216782"}, + {file = "PyYAML-6.0-cp311-cp311-win32.whl", hash = "sha256:bfaef573a63ba8923503d27530362590ff4f576c626d86a9fed95822a8255fd7"}, + {file = "PyYAML-6.0-cp311-cp311-win_amd64.whl", hash = "sha256:01b45c0191e6d66c470b6cf1b9531a771a83c1c4208272ead47a3ae4f2f603bf"}, + {file = "PyYAML-6.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:897b80890765f037df3403d22bab41627ca8811ae55e9a722fd0392850ec4d86"}, + {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50602afada6d6cbfad699b0c7bb50d5ccffa7e46a3d738092afddc1f9758427f"}, + {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:48c346915c114f5fdb3ead70312bd042a953a8ce5c7106d5bfb1a5254e47da92"}, + {file = "PyYAML-6.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98c4d36e99714e55cfbaaee6dd5badbc9a1ec339ebfc3b1f52e293aee6bb71a4"}, + {file = "PyYAML-6.0-cp36-cp36m-win32.whl", hash = "sha256:0283c35a6a9fbf047493e3a0ce8d79ef5030852c51e9d911a27badfde0605293"}, + {file = "PyYAML-6.0-cp36-cp36m-win_amd64.whl", hash = "sha256:07751360502caac1c067a8132d150cf3d61339af5691fe9e87803040dbc5db57"}, + {file = "PyYAML-6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:819b3830a1543db06c4d4b865e70ded25be52a2e0631ccd2f6a47a2822f2fd7c"}, + {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:473f9edb243cb1935ab5a084eb238d842fb8f404ed2193a915d1784b5a6b5fc0"}, + {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ce82d761c532fe4ec3f87fc45688bdd3a4c1dc5e0b4a19814b9009a29baefd4"}, + {file = "PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:231710d57adfd809ef5d34183b8ed1eeae3f76459c18fb4a0b373ad56bedcdd9"}, + {file = "PyYAML-6.0-cp37-cp37m-win32.whl", hash = "sha256:c5687b8d43cf58545ade1fe3e055f70eac7a5a1a0bf42824308d868289a95737"}, + {file = "PyYAML-6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:d15a181d1ecd0d4270dc32edb46f7cb7733c7c508857278d3d378d14d606db2d"}, + {file = "PyYAML-6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:0b4624f379dab24d3725ffde76559cff63d9ec94e1736b556dacdfebe5ab6d4b"}, + {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:213c60cd50106436cc818accf5baa1aba61c0189ff610f64f4a3e8c6726218ba"}, + {file = "PyYAML-6.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fa600030013c4de8165339db93d182b9431076eb98eb40ee068700c9c813e34"}, + {file = "PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:277a0ef2981ca40581a47093e9e2d13b3f1fbbeffae064c1d21bfceba2030287"}, + {file = "PyYAML-6.0-cp38-cp38-win32.whl", hash = "sha256:d4eccecf9adf6fbcc6861a38015c2a64f38b9d94838ac1810a9023a0609e1b78"}, + {file = "PyYAML-6.0-cp38-cp38-win_amd64.whl", hash = "sha256:1e4747bc279b4f613a09eb64bba2ba602d8a6664c6ce6396a4d0cd413a50ce07"}, + {file = "PyYAML-6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:055d937d65826939cb044fc8c9b08889e8c743fdc6a32b33e2390f66013e449b"}, + {file = "PyYAML-6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:e61ceaab6f49fb8bdfaa0f92c4b57bcfbea54c09277b1b4f7ac376bfb7a7c174"}, + {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d67d839ede4ed1b28a4e8909735fc992a923cdb84e618544973d7dfc71540803"}, + {file = "PyYAML-6.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cba8c411ef271aa037d7357a2bc8f9ee8b58b9965831d9e51baf703280dc73d3"}, + {file = "PyYAML-6.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:40527857252b61eacd1d9af500c3337ba8deb8fc298940291486c465c8b46ec0"}, + {file = "PyYAML-6.0-cp39-cp39-win32.whl", hash = "sha256:b5b9eccad747aabaaffbc6064800670f0c297e52c12754eb1d976c57e4f74dcb"}, + {file = "PyYAML-6.0-cp39-cp39-win_amd64.whl", hash = "sha256:b3d267842bf12586ba6c734f89d1f5b871df0273157918b0ccefa29deb05c21c"}, + {file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"}, +] + +[[package]] +name = "scipy" +version = "1.10.0" +description = "Fundamental algorithms for scientific computing in Python" +category = "main" +optional = false +python-versions = "<3.12,>=3.8" +files = [ + {file = "scipy-1.10.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:b901b423c91281a974f6cd1c36f5c6c523e665b5a6d5e80fcb2334e14670eefd"}, + {file = "scipy-1.10.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:16ba05d3d1b9f2141004f3f36888e05894a525960b07f4c2bfc0456b955a00be"}, + {file = "scipy-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:151f066fe7d6653c3ffefd489497b8fa66d7316e3e0d0c0f7ff6acca1b802809"}, + {file = "scipy-1.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2f9ea0a37aca111a407cb98aa4e8dfde6e5d9333bae06dfa5d938d14c80bb5c3"}, + {file = "scipy-1.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:27e548276b5a88b51212b61f6dda49a24acf5d770dff940bd372b3f7ced8c6c2"}, + {file = "scipy-1.10.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:42ab8b9e7dc1ebe248e55f54eea5307b6ab15011a7883367af48dd781d1312e4"}, + {file = "scipy-1.10.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:e096b062d2efdea57f972d232358cb068413dc54eec4f24158bcbb5cb8bddfd8"}, + {file = "scipy-1.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4df25a28bd22c990b22129d3c637fd5c3be4b7c94f975dca909d8bab3309b694"}, + {file = "scipy-1.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ad449db4e0820e4b42baccefc98ec772ad7818dcbc9e28b85aa05a536b0f1a2"}, + {file = "scipy-1.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:6faf86ef7717891195ae0537e48da7524d30bc3b828b30c9b115d04ea42f076f"}, + {file = "scipy-1.10.0-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:4bd0e3278126bc882d10414436e58fa3f1eca0aa88b534fcbf80ed47e854f46c"}, + {file = "scipy-1.10.0-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:38bfbd18dcc69eeb589811e77fae552fa923067fdfbb2e171c9eac749885f210"}, + {file = "scipy-1.10.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ab2a58064836632e2cec31ca197d3695c86b066bc4818052b3f5381bfd2a728"}, + {file = "scipy-1.10.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5cd7a30970c29d9768a7164f564d1fbf2842bfc77b7d114a99bc32703ce0bf48"}, + {file = "scipy-1.10.0-cp38-cp38-win_amd64.whl", hash = "sha256:9b878c671655864af59c108c20e4da1e796154bd78c0ed6bb02bc41c84625686"}, + {file = "scipy-1.10.0-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:3afcbddb4488ac950ce1147e7580178b333a29cd43524c689b2e3543a080a2c8"}, + {file = "scipy-1.10.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:6e4497e5142f325a5423ff5fda2fff5b5d953da028637ff7c704378c8c284ea7"}, + {file = "scipy-1.10.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:441cab2166607c82e6d7a8683779cb89ba0f475b983c7e4ab88f3668e268c143"}, + {file = "scipy-1.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0490dc499fe23e4be35b8b6dd1e60a4a34f0c4adb30ac671e6332446b3cbbb5a"}, + {file = "scipy-1.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:954ff69d2d1bf666b794c1d7216e0a746c9d9289096a64ab3355a17c7c59db54"}, + {file = "scipy-1.10.0.tar.gz", hash = "sha256:c8b3cbc636a87a89b770c6afc999baa6bcbb01691b5ccbbc1b1791c7c0a07540"}, +] + +[package.dependencies] +numpy = ">=1.19.5,<1.27.0" + +[package.extras] +dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool", "rich-click", "typing_extensions"] +doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"] +test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] + +[[package]] +name = "setuptools" +version = "67.2.0" +description = "Easily download, build, install, upgrade, and uninstall Python packages" +category = "main" +optional = false +python-versions = ">=3.7" +files = [ + {file = "setuptools-67.2.0-py3-none-any.whl", hash = "sha256:16ccf598aab3b506593c17378473978908a2734d7336755a8769b480906bec1c"}, + {file = "setuptools-67.2.0.tar.gz", hash = "sha256:b440ee5f7e607bb8c9de15259dba2583dd41a38879a7abc1d43a71c59524da48"}, +] + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] +testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] +testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] + +[[package]] +name = "six" +version = "1.16.0" +description = "Python 2 and 3 compatibility utilities" +category = "dev" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +files = [ + {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, + {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, +] + +[[package]] +name = "stack-data" +version = "0.6.2" +description = "Extract data from python stack frames and tracebacks for informative displays" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "stack_data-0.6.2-py3-none-any.whl", hash = "sha256:cbb2a53eb64e5785878201a97ed7c7b94883f48b87bfb0bbe8b623c74679e4a8"}, + {file = "stack_data-0.6.2.tar.gz", hash = "sha256:32d2dd0376772d01b6cb9fc996f3c8b57a357089dec328ed4b6553d037eaf815"}, +] + +[package.dependencies] +asttokens = ">=2.1.0" +executing = ">=1.2.0" +pure-eval = "*" + +[package.extras] +tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] + +[[package]] +name = "tomli" +version = "2.0.1" +description = "A lil' TOML parser" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, + {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, +] + +[[package]] +name = "tomlkit" +version = "0.11.6" +description = "Style preserving TOML library" +category = "dev" +optional = false +python-versions = ">=3.6" +files = [ + {file = "tomlkit-0.11.6-py3-none-any.whl", hash = "sha256:07de26b0d8cfc18f871aec595fda24d95b08fef89d147caa861939f37230bf4b"}, + {file = "tomlkit-0.11.6.tar.gz", hash = "sha256:71b952e5721688937fb02cf9d354dbcf0785066149d2855e44531ebdd2b65d73"}, +] + +[[package]] +name = "traitlets" +version = "5.9.0" +description = "Traitlets Python configuration system" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "traitlets-5.9.0-py3-none-any.whl", hash = "sha256:9e6ec080259b9a5940c797d58b613b5e31441c2257b87c2e795c5228ae80d2d8"}, + {file = "traitlets-5.9.0.tar.gz", hash = "sha256:f6cde21a9c68cf756af02035f72d5a723bf607e862e7be33ece505abf4a3bad9"}, +] + +[package.extras] +docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"] +test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"] + +[[package]] +name = "typing-extensions" +version = "4.4.0" +description = "Backported and Experimental Type Hints for Python 3.7+" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"}, + {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"}, +] + +[[package]] +name = "wcwidth" +version = "0.2.6" +description = "Measures the displayed width of unicode strings in a terminal" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"}, + {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"}, +] + +[[package]] +name = "wmctrl" +version = "0.4" +description = "A tool to programmatically control windows inside X" +category = "dev" +optional = false +python-versions = "*" +files = [ + {file = "wmctrl-0.4.tar.gz", hash = "sha256:66cbff72b0ca06a22ec3883ac3a4d7c41078bdae4fb7310f52951769b10e14e0"}, +] + +[[package]] +name = "wrapt" +version = "1.14.1" +description = "Module for decorators, wrappers and monkey patching." +category = "dev" +optional = false +python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" +files = [ + {file = "wrapt-1.14.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:1b376b3f4896e7930f1f772ac4b064ac12598d1c38d04907e696cc4d794b43d3"}, + {file = "wrapt-1.14.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:903500616422a40a98a5a3c4ff4ed9d0066f3b4c951fa286018ecdf0750194ef"}, + {file = "wrapt-1.14.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:5a9a0d155deafd9448baff28c08e150d9b24ff010e899311ddd63c45c2445e28"}, + {file = "wrapt-1.14.1-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:ddaea91abf8b0d13443f6dac52e89051a5063c7d014710dcb4d4abb2ff811a59"}, + {file = "wrapt-1.14.1-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:36f582d0c6bc99d5f39cd3ac2a9062e57f3cf606ade29a0a0d6b323462f4dd87"}, + {file = "wrapt-1.14.1-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:7ef58fb89674095bfc57c4069e95d7a31cfdc0939e2a579882ac7d55aadfd2a1"}, + {file = "wrapt-1.14.1-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:e2f83e18fe2f4c9e7db597e988f72712c0c3676d337d8b101f6758107c42425b"}, + {file = "wrapt-1.14.1-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:ee2b1b1769f6707a8a445162ea16dddf74285c3964f605877a20e38545c3c462"}, + {file = "wrapt-1.14.1-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:833b58d5d0b7e5b9832869f039203389ac7cbf01765639c7309fd50ef619e0b1"}, + {file = "wrapt-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:80bb5c256f1415f747011dc3604b59bc1f91c6e7150bd7db03b19170ee06b320"}, + {file = "wrapt-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:07f7a7d0f388028b2df1d916e94bbb40624c59b48ecc6cbc232546706fac74c2"}, + {file = "wrapt-1.14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:02b41b633c6261feff8ddd8d11c711df6842aba629fdd3da10249a53211a72c4"}, + {file = "wrapt-1.14.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2fe803deacd09a233e4762a1adcea5db5d31e6be577a43352936179d14d90069"}, + {file = "wrapt-1.14.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:257fd78c513e0fb5cdbe058c27a0624c9884e735bbd131935fd49e9fe719d310"}, + {file = "wrapt-1.14.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4fcc4649dc762cddacd193e6b55bc02edca674067f5f98166d7713b193932b7f"}, + {file = "wrapt-1.14.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:11871514607b15cfeb87c547a49bca19fde402f32e2b1c24a632506c0a756656"}, + {file = "wrapt-1.14.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8ad85f7f4e20964db4daadcab70b47ab05c7c1cf2a7c1e51087bfaa83831854c"}, + {file = "wrapt-1.14.1-cp310-cp310-win32.whl", hash = "sha256:a9a52172be0b5aae932bef82a79ec0a0ce87288c7d132946d645eba03f0ad8a8"}, + {file = "wrapt-1.14.1-cp310-cp310-win_amd64.whl", hash = "sha256:6d323e1554b3d22cfc03cd3243b5bb815a51f5249fdcbb86fda4bf62bab9e164"}, + {file = "wrapt-1.14.1-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:43ca3bbbe97af00f49efb06e352eae40434ca9d915906f77def219b88e85d907"}, + {file = "wrapt-1.14.1-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:6b1a564e6cb69922c7fe3a678b9f9a3c54e72b469875aa8018f18b4d1dd1adf3"}, + {file = "wrapt-1.14.1-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:00b6d4ea20a906c0ca56d84f93065b398ab74b927a7a3dbd470f6fc503f95dc3"}, + {file = "wrapt-1.14.1-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:a85d2b46be66a71bedde836d9e41859879cc54a2a04fad1191eb50c2066f6e9d"}, + {file = "wrapt-1.14.1-cp35-cp35m-win32.whl", hash = "sha256:dbcda74c67263139358f4d188ae5faae95c30929281bc6866d00573783c422b7"}, + {file = "wrapt-1.14.1-cp35-cp35m-win_amd64.whl", hash = "sha256:b21bb4c09ffabfa0e85e3a6b623e19b80e7acd709b9f91452b8297ace2a8ab00"}, + {file = "wrapt-1.14.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:9e0fd32e0148dd5dea6af5fee42beb949098564cc23211a88d799e434255a1f4"}, + {file = "wrapt-1.14.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9736af4641846491aedb3c3f56b9bc5568d92b0692303b5a305301a95dfd38b1"}, + {file = "wrapt-1.14.1-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5b02d65b9ccf0ef6c34cba6cf5bf2aab1bb2f49c6090bafeecc9cd81ad4ea1c1"}, + {file = "wrapt-1.14.1-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21ac0156c4b089b330b7666db40feee30a5d52634cc4560e1905d6529a3897ff"}, + {file = "wrapt-1.14.1-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:9f3e6f9e05148ff90002b884fbc2a86bd303ae847e472f44ecc06c2cd2fcdb2d"}, + {file = "wrapt-1.14.1-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:6e743de5e9c3d1b7185870f480587b75b1cb604832e380d64f9504a0535912d1"}, + {file = "wrapt-1.14.1-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:d79d7d5dc8a32b7093e81e97dad755127ff77bcc899e845f41bf71747af0c569"}, + {file = "wrapt-1.14.1-cp36-cp36m-win32.whl", hash = "sha256:81b19725065dcb43df02b37e03278c011a09e49757287dca60c5aecdd5a0b8ed"}, + {file = "wrapt-1.14.1-cp36-cp36m-win_amd64.whl", hash = "sha256:b014c23646a467558be7da3d6b9fa409b2c567d2110599b7cf9a0c5992b3b471"}, + {file = "wrapt-1.14.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:88bd7b6bd70a5b6803c1abf6bca012f7ed963e58c68d76ee20b9d751c74a3248"}, + {file = "wrapt-1.14.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b5901a312f4d14c59918c221323068fad0540e34324925c8475263841dbdfe68"}, + {file = "wrapt-1.14.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d77c85fedff92cf788face9bfa3ebaa364448ebb1d765302e9af11bf449ca36d"}, + {file = "wrapt-1.14.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d649d616e5c6a678b26d15ece345354f7c2286acd6db868e65fcc5ff7c24a77"}, + {file = "wrapt-1.14.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7d2872609603cb35ca513d7404a94d6d608fc13211563571117046c9d2bcc3d7"}, + {file = "wrapt-1.14.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:ee6acae74a2b91865910eef5e7de37dc6895ad96fa23603d1d27ea69df545015"}, + {file = "wrapt-1.14.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:2b39d38039a1fdad98c87279b48bc5dce2c0ca0d73483b12cb72aa9609278e8a"}, + {file = "wrapt-1.14.1-cp37-cp37m-win32.whl", hash = "sha256:60db23fa423575eeb65ea430cee741acb7c26a1365d103f7b0f6ec412b893853"}, + {file = "wrapt-1.14.1-cp37-cp37m-win_amd64.whl", hash = "sha256:709fe01086a55cf79d20f741f39325018f4df051ef39fe921b1ebe780a66184c"}, + {file = "wrapt-1.14.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:8c0ce1e99116d5ab21355d8ebe53d9460366704ea38ae4d9f6933188f327b456"}, + {file = "wrapt-1.14.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:e3fb1677c720409d5f671e39bac6c9e0e422584e5f518bfd50aa4cbbea02433f"}, + {file = "wrapt-1.14.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:642c2e7a804fcf18c222e1060df25fc210b9c58db7c91416fb055897fc27e8cc"}, + {file = "wrapt-1.14.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7b7c050ae976e286906dd3f26009e117eb000fb2cf3533398c5ad9ccc86867b1"}, + {file = "wrapt-1.14.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef3f72c9666bba2bab70d2a8b79f2c6d2c1a42a7f7e2b0ec83bb2f9e383950af"}, + {file = "wrapt-1.14.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:01c205616a89d09827986bc4e859bcabd64f5a0662a7fe95e0d359424e0e071b"}, + {file = "wrapt-1.14.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:5a0f54ce2c092aaf439813735584b9537cad479575a09892b8352fea5e988dc0"}, + {file = "wrapt-1.14.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2cf71233a0ed05ccdabe209c606fe0bac7379fdcf687f39b944420d2a09fdb57"}, + {file = "wrapt-1.14.1-cp38-cp38-win32.whl", hash = "sha256:aa31fdcc33fef9eb2552cbcbfee7773d5a6792c137b359e82879c101e98584c5"}, + {file = "wrapt-1.14.1-cp38-cp38-win_amd64.whl", hash = "sha256:d1967f46ea8f2db647c786e78d8cc7e4313dbd1b0aca360592d8027b8508e24d"}, + {file = "wrapt-1.14.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3232822c7d98d23895ccc443bbdf57c7412c5a65996c30442ebe6ed3df335383"}, + {file = "wrapt-1.14.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:988635d122aaf2bdcef9e795435662bcd65b02f4f4c1ae37fbee7401c440b3a7"}, + {file = "wrapt-1.14.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cca3c2cdadb362116235fdbd411735de4328c61425b0aa9f872fd76d02c4e86"}, + {file = "wrapt-1.14.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d52a25136894c63de15a35bc0bdc5adb4b0e173b9c0d07a2be9d3ca64a332735"}, + {file = "wrapt-1.14.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40e7bc81c9e2b2734ea4bc1aceb8a8f0ceaac7c5299bc5d69e37c44d9081d43b"}, + {file = "wrapt-1.14.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:b9b7a708dd92306328117d8c4b62e2194d00c365f18eff11a9b53c6f923b01e3"}, + {file = "wrapt-1.14.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:6a9a25751acb379b466ff6be78a315e2b439d4c94c1e99cb7266d40a537995d3"}, + {file = "wrapt-1.14.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:34aa51c45f28ba7f12accd624225e2b1e5a3a45206aa191f6f9aac931d9d56fe"}, + {file = "wrapt-1.14.1-cp39-cp39-win32.whl", hash = "sha256:dee0ce50c6a2dd9056c20db781e9c1cfd33e77d2d569f5d1d9321c641bb903d5"}, + {file = "wrapt-1.14.1-cp39-cp39-win_amd64.whl", hash = "sha256:dee60e1de1898bde3b238f18340eec6148986da0455d8ba7848d50470a7a32fb"}, + {file = "wrapt-1.14.1.tar.gz", hash = "sha256:380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d"}, +] + +[metadata] +lock-version = "2.0" +python-versions = "^3.8,<3.11" +content-hash = "f040c69cdd455f140c96b3129efcf98ff81433ae7717cbce9dbdc4ed2ed2d2f9" diff --git a/extras/harmonics_w5/pyproject.toml b/extras/harmonics_w5/pyproject.toml new file mode 100644 index 000000000..daa47d595 --- /dev/null +++ b/extras/harmonics_w5/pyproject.toml @@ -0,0 +1,90 @@ +[build-system] +requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry] +name = "harmonics_w5" +version = "0.0.0" +description = "Weight 5 harmonics" +readme = "README.md" +authors = [ + "A. Barontini ", + "A. Candido ", + "F. Hekhorn ", + "N. Laurenti ", + "G. Magni ", +] +classifiers = [ + "Programming Language :: Python", + "Programming Language :: Python :: 3", + "Topic :: Scientific/Engineering :: Physics", + "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", +] +repository = "https://github.com/N3PDF/eko" +packages = [ + { include = "harmonics_w5", from = "src" }, +] + +[tool.poetry.dependencies] +python = "^3.8,<3.11" +eko ="^0.12.0" + +[tool.poetry.group.test] +optional = true + +[tool.poetry.group.test.dependencies] +pytest = "^7.1.3" +pytest-cov = "4.0.0" +pytest-env = "^0.6.2" +pylint = "^2.12.2" + +[tool.poetry.group.dev] +optional = true + +[tool.poetry.group.dev.dependencies] +pdbpp = "^0.10.3" +ipython = "^8.0" + + +[tool.poetry-dynamic-versioning] +enable = true +vcs = "git" +style = "semver" +dirty = true + +[tool.poetry-dynamic-versioning.substitution] +files = ["src/harmonics_w5/version.py"] + + +[tool.poe.tasks] +test = "pytest tests" +lint = "pylint src/**/*.py -E" + +[tool.pytest.ini_options] +testpaths = ['tests/'] +python_files = ['test_*.py', 'benchmark_*.py', 'regression.py'] +python_classes = ['Test*', 'Benchmark*'] +python_functions = ['test_*', 'benchmark_*'] +env = ["D:NUMBA_DISABLE_JIT=1"] + +[tool.pylint.master] +# extensions not to check +extension-pkg-whitelist = ["numpy", "numba"] +ignore-paths = ["tests/"] +# has to be 1 as pylint is NOT threadsafe +jobs = 1 +[tool.pylint.messages_control] +disable = ["invalid-name", "fixme"] +[tool.pylint.reports] +# Available formats are: +# text, parseable, colorized, json and msvs (visual studio). +output-format = "colorized" +[tool.pylint.format] +# Maximum number of characters on a single line. +max-line-length = 100 +[tool.pylint.design] +# Maximum number of arguments for function / method +max-args = 10 + +[tool.pydocstyle] +convention = "numpy" diff --git a/extras/harmonics_w5/src/harmonics_w5/__init__.py b/extras/harmonics_w5/src/harmonics_w5/__init__.py new file mode 100644 index 000000000..af6ccfebe --- /dev/null +++ b/extras/harmonics_w5/src/harmonics_w5/__init__.py @@ -0,0 +1,387 @@ +"""Weight 5 harmonic sums.""" + +import numba as nb + +from ekore.harmonics import S5, Sm5 +from ekore.harmonics.constants import log2, zeta2, zeta3, zeta4, zeta5 +from ekore.harmonics.polygamma import cern_polygamma, symmetry_factor + +from . import f_functions as f + + +@nb.njit(cache=True) +def S41(N, S1, S2, S3): + r"""Analytic continuation of harmonic sum :math:`S_{4,1}(N)`. + + As implemented in eq 9.1 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + S3: complex + Harmonic sum :math:`S_{3}(N)` + + Returns + ------- + S41 : complex + Harmonic sum :math:`S_{4,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F9 : + :math:`\mathcal{M}[(\text{Li}_4(x)/(x-1))_{+}](N)` + + """ + return -f.F9(N, S1) + S1 * zeta4 - S2 * zeta3 + S3 * zeta2 + + +@nb.njit(cache=True) +def S311(N, S1, S2): + r"""Analytic continuation of harmonic sum :math:`S_{3,1,1}(N)`. + + As implemented in eq 9.21 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + + Returns + ------- + S311 : complex + Harmonic sum :math:`S_{3,1,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F11 : + :math:`\mathcal{M}[(\text{S}_{2,2}(x)/(x-1))_{+}](N)` + + """ + return f.F11(N, S1, S2) + zeta3 * S2 - zeta4 / 4 * S1 + + +@nb.njit(cache=True) +def S221(N, S1, S2, S21): + r"""Analytic continuation of harmonic sum :math:`S_{2,2,1}(N)`. + + As implemented in eq 9.23 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + S21: complex + Harmonic sum :math:`S_{2,1}(N)` + + Returns + ------- + S221 : complex + Harmonic sum :math:`S_{2,2,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F11 : + :math:`\mathcal{M}[(\text{S}_{2,2}(x)/(x-1))_{+}](N)` + eko.harmonic.f_functions.F13 : + :math:`\mathcal{M}[(\text{Li}_{2}^2(x)/(x-1))_{+}](N)` + + """ + return ( + -2 * f.F11(N, S1, S2) + + 1 / 2 * f.F13(N, S1, S2) + + zeta2 * S21 + - 3 / 10 * zeta2**2 * S1 + ) + + +@nb.njit(cache=True) +def Sm221(N, S1, Sm1, S21, Sm21): + r"""Analytic continuation of harmonic sum :math:`S_{-2,2,1}(N)`. + + As implemented in eq 9.25 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + Sm1: complex + Harmonic sum :math:`S_{-1}(N)` + S21: complex + Harmonic sum :math:`S_{2,1}(N)` + Sm21: complex + Harmonic sum :math:`S_{-2,1}(N)` + + Returns + ------- + Sm221 : complex + Harmonic sum :math:`S_{-2,2,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F14F12 : + :math:`\mathcal{M}[(2 \text{S}_{2,2}(x) - 1/2 \text{Li}_{2}^2(x))/(x+1)](N)` + + """ + return ( + (-1) ** (N + 1) * (f.F14F12(N, S1, S21)) + + zeta2 * Sm21 + - 3 / 10 * zeta2**2 * Sm1 + - 0.119102 + + 0.0251709 + ) + + +@nb.njit(cache=True) +def S21m2(N, S1, S2, Sm1, Sm2, Sm3, S21, Sm21, S2m1): + r"""Analytic continuation of harmonic sum :math:`S_{2,1,-2}(N)`. + + As implemented in eq 9.26 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + Sm1: complex + Harmonic sum :math:`S_{-1}(N)` + Sm2: complex + Harmonic sum :math:`S_{-2}(N)` + Sm3: complex + Harmonic sum :math:`S_{-3}(N)` + S21: complex + Harmonic sum :math:`S_{2,1}(N)` + Sm21: complex + Harmonic sum :math:`S_{-2,1}(N)` + S2m1: complex + Harmonic sum :math:`S_{2,-1}(N)` + + Returns + ------- + S21m2 : complex + Harmonic sum :math:`S_{2,1,-2}(N)` + + See Also + -------- + eko.harmonic.f_functions.F14F12 : + :math:`\mathcal{M}[ + (\text{ln}(x) \text{S}_{1,2}(−x) − \text{Li}_2^2(−x)/2)/(x+1) + ](N)` + + """ + return ( + (-1) ** (N) * f.F16(N, S1, Sm1, Sm2, Sm3, Sm21) + - 1 / 2 * zeta2 * (S21 - S2m1) + - (1 / 8 * zeta3 - 1 / 2 * zeta2 * log2) * (S2 - Sm2) + + 1 / 8 * zeta2**2 * Sm1 + + 0.0854806 + ) + + +@nb.njit(cache=True) +def S2111(N, S1, S2, S3): + r"""Analytic continuation of harmonic sum :math:`S_{2,1,1,1}(N)`. + + As implemented in eq 9.33 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + S3: complex + Harmonic sum :math:`S_{3}(N)` + + Returns + ------- + S2111 : complex + Harmonic sum :math:`S_{2,1,1,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F17 : + :math:`\mathcal{M}[(\text{S}_{1,3}(x)/(x-1))_{+}](N)` + + """ + return -f.F17(N, S1, S2, S3) + zeta4 * S1 + + +@nb.njit(cache=True) +def Sm2111(N, S1, S2, S3, Sm1): + r"""Analytic continuation of harmonic sum :math:`S_{-2,1,1,1}(N)`. + + As implemented in eq 9.34 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + S3: complex + Harmonic sum :math:`S_{3}(N)` + Sm1: complex + Harmonic sum :math:`S_{-1}(N)` + + Returns + ------- + Sm2111 : complex + Harmonic sum :math:`S_{-2,1,1,1}(N)` + + See Also + -------- + eko.harmonic.f_functions.F18 : + :math:`\mathcal{M}[\text{S}_{1,3}(x)/(x+1)](N)` + + """ + return ( + (-1) ** (N + 1) * f.F18(N, S1, S2, S3) + + zeta4 * Sm1 + - 0.706186 + + 0.693147 * zeta4 + ) + + +@nb.njit(cache=True) +def S23(N, S1, S2, S3): + r"""Analytic continuation of harmonic sum :math:`S_{2,3}(N)`. + + As implemented in eq 9.3 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S1: complex + Harmonic sum :math:`S_{1}(N)` + S2: complex + Harmonic sum :math:`S_{2}(N)` + S3: complex + Harmonic sum :math:`S_{3}(N)` + + Returns + ------- + S23 : complex + Harmonic sum :math:`S_{2,3}(N)` + + See Also + -------- + eko.harmonic.f_functions.F19 : + :math:`\mathcal{M}[ + (( + \text{ln}(x)[\text{S}_{1,2}(1-x) - \zeta_3] + +3 [\text{S}_{1,3}(1-x) - \zeta_4] + /(x-1))_{+}](N)` + + """ + return f.F19(N, S1, S2, S3) + 3 * zeta4 * S1 + + +@nb.njit(cache=True) +def Sm23(N, Sm1, Sm2, Sm3, is_singlet=None): + r"""Analytic continuation of harmonic sum :math:`S_{-2,3}(N)`. + + As implemented in eq 9.4 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + Sm1: complex + Harmonic sum :math:`S_{-1}(N)` + Sm2: complex + Harmonic sum :math:`S_{-2}(N)` + Sm3: complex + Harmonic sum :math:`S_{-3}(N)` + is_singlet: bool, None + symmetry factor: True for singlet like quantities (:math:`\eta=(-1)^N = + 1`), False for non-singlet like quantities (:math:`\eta=(-1)^N=-1`) + + Returns + ------- + Sm23 : complex + Harmonic sum :math:`S_{-2,3}(N)` + + See Also + -------- + eko.harmonic.f_functions.F19 : + :math:`\mathcal{M}[ + ( + \text{ln}(x)[\text{S}_{1,2}(1-x) - \zeta_3] + +3 [\text{S}_{1,3}(1-x) - \zeta_4] + /(x+1)](N)` + + """ + eta = symmetry_factor(N, is_singlet) + return ( + eta * f.F20(N, Sm1, Sm2, Sm3) + + 3 * zeta4 * Sm1 + + 21 / 32 * zeta5 + + 3 * zeta4 * log2 + - 3 / 4 * zeta2 * zeta3 + ) + + +@nb.njit(cache=True) +def S2m3(N, S2, Sm1, Sm2, Sm3): + r"""Analytic continuation of harmonic sum :math:`S_{2,-3}(N)`. + + As implemented in eq 9.5 of :cite:`Blumlein:2009ta`. + + Parameters + ---------- + N : complex + Mellin moment + S2: complex + Harmonic sum :math:`S_{2}(N)` + Sm1: complex + Harmonic sum :math:`S_{-1}(N)` + Sm2: complex + Harmonic sum :math:`S_{-2}(N)` + Sm3: complex + Harmonic sum :math:`S_{-3}(N)` + + Returns + ------- + S2m3 : complex + Harmonic sum :math:`S_{2,-3}(N)` + + See Also + -------- + eko.harmonic.f_functions.F19 : + :math:`\mathcal{M}[ + (( + 1/2 \text{ln}^2(x) \text{Li}_2(-x) + -2 \text{ln}(x) \text{Li}_3(-x) + +3 \text{Li}_4(-x) + )/(x-1)](N)` + + """ + return ( + (-1) ** (N + 1) * f.F21(N, Sm1, Sm2, Sm3) + + 3 / 4 * zeta3 * (Sm2 - S2) + - 21 / 8 * zeta4 * Sm1 + - 1.32056 + ) diff --git a/src/ekore/harmonics/f_functions/__init__.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/__init__.py similarity index 100% rename from src/ekore/harmonics/f_functions/__init__.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/__init__.py diff --git a/src/ekore/harmonics/f_functions/f11.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f11.py similarity index 100% rename from src/ekore/harmonics/f_functions/f11.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f11.py diff --git a/src/ekore/harmonics/f_functions/f13.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f13.py similarity index 100% rename from src/ekore/harmonics/f_functions/f13.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f13.py diff --git a/src/ekore/harmonics/f_functions/f14_f12.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f14_f12.py similarity index 100% rename from src/ekore/harmonics/f_functions/f14_f12.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f14_f12.py diff --git a/src/ekore/harmonics/f_functions/f16.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f16.py similarity index 100% rename from src/ekore/harmonics/f_functions/f16.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f16.py diff --git a/src/ekore/harmonics/f_functions/f17.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f17.py similarity index 100% rename from src/ekore/harmonics/f_functions/f17.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f17.py diff --git a/src/ekore/harmonics/f_functions/f18.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f18.py similarity index 100% rename from src/ekore/harmonics/f_functions/f18.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f18.py diff --git a/src/ekore/harmonics/f_functions/f19.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f19.py similarity index 100% rename from src/ekore/harmonics/f_functions/f19.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f19.py diff --git a/src/ekore/harmonics/f_functions/f20.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f20.py similarity index 100% rename from src/ekore/harmonics/f_functions/f20.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f20.py diff --git a/src/ekore/harmonics/f_functions/f21.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f21.py similarity index 100% rename from src/ekore/harmonics/f_functions/f21.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f21.py diff --git a/src/ekore/harmonics/f_functions/f9.py b/extras/harmonics_w5/src/harmonics_w5/f_functions/f9.py similarity index 100% rename from src/ekore/harmonics/f_functions/f9.py rename to extras/harmonics_w5/src/harmonics_w5/f_functions/f9.py diff --git a/tests/ekore/harmonics/test_f_functions.py b/extras/harmonics_w5/tests/test_f_functions.py similarity index 98% rename from tests/ekore/harmonics/test_f_functions.py rename to extras/harmonics_w5/tests/test_f_functions.py index 89136a9a6..0259adda7 100644 --- a/tests/ekore/harmonics/test_f_functions.py +++ b/extras/harmonics_w5/tests/test_f_functions.py @@ -1,9 +1,9 @@ # Test F functions implementing w5 harmonics sums +import harmonics_w5 as w5 import numpy as np from ekore import harmonics -from ekore.harmonics import w5 zeta2 = harmonics.constants.zeta2 zeta3 = harmonics.constants.zeta3 @@ -55,7 +55,7 @@ } -# copare the exact values of some harmonics +# compare the exact values of some harmonics # All the harmonics definition are coming from :cite`:Bl_mlein_2009` section 9. # F19, F20,F21 are not present in that paper. def test_F9(): diff --git a/src/ekore/harmonics/w5.py b/src/ekore/harmonics/w5.py index b75f9eebf..0ca6a37b8 100644 --- a/src/ekore/harmonics/w5.py +++ b/src/ekore/harmonics/w5.py @@ -2,14 +2,13 @@ import numba as nb -from . import f_functions as f -from .constants import log2, zeta2, zeta3, zeta4, zeta5 -from .polygamma import cern_polygamma, symmetry_factor +from .constants import zeta5 +from .polygamma import cern_polygamma @nb.njit(cache=True) def S5(N): - r"""Computes the harmonic sum :math:`S_5(N)`. + r"""Compute the harmonic sum :math:`S_5(N)`. .. math:: S_5(N) = \sum\limits_{j=1}^N \frac 1 {j^5} = \frac 1 24 \psi_4(N+1)+\zeta(5) @@ -72,381 +71,3 @@ def Sm5(N, hS5, is_singlet=None): if is_singlet: return 1 / 2**4 * S5(N / 2) - hS5 return 1 / 2**4 * S5((N - 1) / 2) - hS5 - - -@nb.njit(cache=True) -def S41(N, S1, S2, S3): - r"""Analytic continuation of harmonic sum :math:`S_{4,1}(N)`. - - As implemented in eq 9.1 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - S3: complex - Harmonic sum :math:`S_{3}(N)` - - Returns - ------- - S41 : complex - Harmonic sum :math:`S_{4,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F9 : - :math:`\mathcal{M}[(\text{Li}_4(x)/(x-1))_{+}](N)` - - """ - return -f.F9(N, S1) + S1 * zeta4 - S2 * zeta3 + S3 * zeta2 - - -@nb.njit(cache=True) -def S311(N, S1, S2): - r"""Analytic continuation of harmonic sum :math:`S_{3,1,1}(N)`. - - As implemented in eq 9.21 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - - Returns - ------- - S311 : complex - Harmonic sum :math:`S_{3,1,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F11 : - :math:`\mathcal{M}[(\text{S}_{2,2}(x)/(x-1))_{+}](N)` - - """ - return f.F11(N, S1, S2) + zeta3 * S2 - zeta4 / 4 * S1 - - -@nb.njit(cache=True) -def S221(N, S1, S2, S21): - r"""Analytic continuation of harmonic sum :math:`S_{2,2,1}(N)`. - - As implemented in eq 9.23 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - S21: complex - Harmonic sum :math:`S_{2,1}(N)` - - Returns - ------- - S221 : complex - Harmonic sum :math:`S_{2,2,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F11 : - :math:`\mathcal{M}[(\text{S}_{2,2}(x)/(x-1))_{+}](N)` - eko.harmonic.f_functions.F13 : - :math:`\mathcal{M}[(\text{Li}_{2}^2(x)/(x-1))_{+}](N)` - - """ - return ( - -2 * f.F11(N, S1, S2) - + 1 / 2 * f.F13(N, S1, S2) - + zeta2 * S21 - - 3 / 10 * zeta2**2 * S1 - ) - - -@nb.njit(cache=True) -def Sm221(N, S1, Sm1, S21, Sm21): - r"""Analytic continuation of harmonic sum :math:`S_{-2,2,1}(N)`. - - As implemented in eq 9.25 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - Sm1: complex - Harmonic sum :math:`S_{-1}(N)` - S21: complex - Harmonic sum :math:`S_{2,1}(N)` - Sm21: complex - Harmonic sum :math:`S_{-2,1}(N)` - - Returns - ------- - Sm221 : complex - Harmonic sum :math:`S_{-2,2,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F14F12 : - :math:`\mathcal{M}[(2 \text{S}_{2,2}(x) - 1/2 \text{Li}_{2}^2(x))/(x+1)](N)` - - """ - return ( - (-1) ** (N + 1) * (f.F14F12(N, S1, S21)) - + zeta2 * Sm21 - - 3 / 10 * zeta2**2 * Sm1 - - 0.119102 - + 0.0251709 - ) - - -@nb.njit(cache=True) -def S21m2(N, S1, S2, Sm1, Sm2, Sm3, S21, Sm21, S2m1): - r"""Analytic continuation of harmonic sum :math:`S_{2,1,-2}(N)`. - - As implemented in eq 9.26 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - Sm1: complex - Harmonic sum :math:`S_{-1}(N)` - Sm2: complex - Harmonic sum :math:`S_{-2}(N)` - Sm3: complex - Harmonic sum :math:`S_{-3}(N)` - S21: complex - Harmonic sum :math:`S_{2,1}(N)` - Sm21: complex - Harmonic sum :math:`S_{-2,1}(N)` - S2m1: complex - Harmonic sum :math:`S_{2,-1}(N)` - - Returns - ------- - S21m2 : complex - Harmonic sum :math:`S_{2,1,-2}(N)` - - See Also - -------- - eko.harmonic.f_functions.F14F12 : - :math:`\mathcal{M}[ - (\text{ln}(x) \text{S}_{1,2}(−x) − \text{Li}_2^2(−x)/2)/(x+1) - ](N)` - - """ - return ( - (-1) ** (N) * f.F16(N, S1, Sm1, Sm2, Sm3, Sm21) - - 1 / 2 * zeta2 * (S21 - S2m1) - - (1 / 8 * zeta3 - 1 / 2 * zeta2 * log2) * (S2 - Sm2) - + 1 / 8 * zeta2**2 * Sm1 - + 0.0854806 - ) - - -@nb.njit(cache=True) -def S2111(N, S1, S2, S3): - r"""Analytic continuation of harmonic sum :math:`S_{2,1,1,1}(N)`. - - As implemented in eq 9.33 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - S3: complex - Harmonic sum :math:`S_{3}(N)` - - Returns - ------- - S2111 : complex - Harmonic sum :math:`S_{2,1,1,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F17 : - :math:`\mathcal{M}[(\text{S}_{1,3}(x)/(x-1))_{+}](N)` - - """ - return -f.F17(N, S1, S2, S3) + zeta4 * S1 - - -@nb.njit(cache=True) -def Sm2111(N, S1, S2, S3, Sm1): - r"""Analytic continuation of harmonic sum :math:`S_{-2,1,1,1}(N)`. - - As implemented in eq 9.34 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - S3: complex - Harmonic sum :math:`S_{3}(N)` - Sm1: complex - Harmonic sum :math:`S_{-1}(N)` - - Returns - ------- - Sm2111 : complex - Harmonic sum :math:`S_{-2,1,1,1}(N)` - - See Also - -------- - eko.harmonic.f_functions.F18 : - :math:`\mathcal{M}[\text{S}_{1,3}(x)/(x+1)](N)` - - """ - return ( - (-1) ** (N + 1) * f.F18(N, S1, S2, S3) - + zeta4 * Sm1 - - 0.706186 - + 0.693147 * zeta4 - ) - - -@nb.njit(cache=True) -def S23(N, S1, S2, S3): - r"""Analytic continuation of harmonic sum :math:`S_{2,3}(N)`. - - As implemented in eq 9.3 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S1: complex - Harmonic sum :math:`S_{1}(N)` - S2: complex - Harmonic sum :math:`S_{2}(N)` - S3: complex - Harmonic sum :math:`S_{3}(N)` - - Returns - ------- - S23 : complex - Harmonic sum :math:`S_{2,3}(N)` - - See Also - -------- - eko.harmonic.f_functions.F19 : - :math:`\mathcal{M}[ - (( - \text{ln}(x)[\text{S}_{1,2}(1-x) - \zeta_3] - +3 [\text{S}_{1,3}(1-x) - \zeta_4] - /(x-1))_{+}](N)` - - """ - return f.F19(N, S1, S2, S3) + 3 * zeta4 * S1 - - -@nb.njit(cache=True) -def Sm23(N, Sm1, Sm2, Sm3, is_singlet=None): - r"""Analytic continuation of harmonic sum :math:`S_{-2,3}(N)`. - - As implemented in eq 9.4 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - Sm1: complex - Harmonic sum :math:`S_{-1}(N)` - Sm2: complex - Harmonic sum :math:`S_{-2}(N)` - Sm3: complex - Harmonic sum :math:`S_{-3}(N)` - is_singlet: bool, None - symmetry factor: True for singlet like quantities (:math:`\eta=(-1)^N = - 1`), False for non-singlet like quantities (:math:`\eta=(-1)^N=-1`) - - Returns - ------- - Sm23 : complex - Harmonic sum :math:`S_{-2,3}(N)` - - See Also - -------- - eko.harmonic.f_functions.F19 : - :math:`\mathcal{M}[ - ( - \text{ln}(x)[\text{S}_{1,2}(1-x) - \zeta_3] - +3 [\text{S}_{1,3}(1-x) - \zeta_4] - /(x+1)](N)` - - """ - eta = symmetry_factor(N, is_singlet) - return ( - eta * f.F20(N, Sm1, Sm2, Sm3) - + 3 * zeta4 * Sm1 - + 21 / 32 * zeta5 - + 3 * zeta4 * log2 - - 3 / 4 * zeta2 * zeta3 - ) - - -@nb.njit(cache=True) -def S2m3(N, S2, Sm1, Sm2, Sm3): - r"""Analytic continuation of harmonic sum :math:`S_{2,-3}(N)`. - - As implemented in eq 9.5 of :cite:`Blumlein:2009ta`. - - Parameters - ---------- - N : complex - Mellin moment - S2: complex - Harmonic sum :math:`S_{2}(N)` - Sm1: complex - Harmonic sum :math:`S_{-1}(N)` - Sm2: complex - Harmonic sum :math:`S_{-2}(N)` - Sm3: complex - Harmonic sum :math:`S_{-3}(N)` - - Returns - ------- - S2m3 : complex - Harmonic sum :math:`S_{2,-3}(N)` - - See Also - -------- - eko.harmonic.f_functions.F19 : - :math:`\mathcal{M}[ - (( - 1/2 \text{ln}^2(x) \text{Li}_2(-x) - -2 \text{ln}(x) \text{Li}_3(-x) - +3 \text{Li}_4(-x) - )/(x-1)](N)` - - """ - return ( - (-1) ** (N + 1) * f.F21(N, Sm1, Sm2, Sm3) - + 3 / 4 * zeta3 * (Sm2 - S2) - - 21 / 8 * zeta4 * Sm1 - - 1.32056 - )