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On this page Available versions# Currently, we have a variety of Python-Versions available as module files . To list them all run
module avail|& grep 'lang/Python'
Content of those modulefiles# Python2 < 2.7.16 and Python3 < 3.7.4# The Python-Versions available as module files, do provide numpy
, scipy
, pandas
, cython
and more. However, especially a matplotlib
module is most likely missing. This is because our installation framework installs it separately. Hence, the matplotlib
functionality has to be loaded as an additional functionality as a module file .
The intel
versions are linked against
Intel’s MKL
. Exporting OMP_NUM_THREADS
enables multithreaded matrix handling with numpy
.
Python2 > 2.7.16 and Python3 = 3.7.4# Our installation framework altered its policies to avoid the cluttering of modulefiles. Hence, when loading a Python Module:
module load lang/Python/<python-version>
only the bare Python with a few additional libraries (or “modules” in Python-speak) is available. To use the scientific modules load:
module load lang/SciPy-bundle/<bundle-version>
The toolchain version of the bundle-version
has to fit the compiler of the python-version
. The same is true for the matplotlib
modules, which can be loaded as:
module load vis/matplotlib/<matplotlib-version>
In this case the Python versions of the Python-module and the matplotlib
module have to match as well as the toolchain version to the python version.
Here is a list of matching versions:
Python Compiler Version SciPy-bundle or Matplotlib toolchain GCCcore-8.3.0
foss-2019a
Which version should be picked?# If you intend to use Python in combination with another module, ensure that the toolchain and the toolchain version of the additional module fit with your selected Python module. With regard to the Python version, try to stay as current as possible.
If you need additional Python packages, you can easily install them yourself either “globally” in your home directory (broken link) or inside of a virtual environment .
Your Personal Environment (Additional Packages)# In general, having a personal Python environment where you can install third-party packages (without needing root priviliges) yourself is very easy. The preparation steps needed on MOGON are described below.
While the first variant is already sufficient, we recommend using virtualenvs since they are a lot easier to work with.
Virtualenvs can also be shared between users if created in your groups project directory, but most importantly virtual environments bear the potential to avoid the
setup hell
you might otherwise experience.
Please refrain from installing software, which is installed already in a
module file .
Do not use any of the modules ending on -bare
as they are installed as special dependencies for particular modules (or actually installed by accident) to construct your virtual environment.
We strongly discourage using any conda
setup on one of our clusters: It has often been a source of messing up an existing environment only to be discovered at a source of interference when switching back our modules.
Personal Setup# First load an appropriate Python module, see the implications above. Then navigate to your home directory (if in doubt, type cd
). Using Virtual Environments# A so called virtualenv can be seen as an isolated, self-contained Python environment of third-party packages. Different virtualenvs do not interfere with each other nor with the system-wide installed packages.
It is advised to make use of
virtualenv
in Python, especially if you intend to install different combinations or versions of various Python packages. Virtualenvs can also be shared between users if created in your groups project directory.
In the following section we will be using <ENV>
as a place holder for the environment name you intend to use. Feel free to choose a name to your liking. We recommend naming the environment after its purpose and/or the python-version you intend to use.
Setting the webproxy# Current versions of Python require the protocoll for the http(s)_proxy
variables to be set. Hence, you need to issue
export http_proxy = http://webproxy.zdv.uni-mainz.de:8888
# or
export https_proxy = http://webproxy.zdv.uni-mainz.de:8888
Create# You can simply create, activate, use, deactivate and destroy as many virtual environments as you want:
When Using Python 3
please use the built-in virtualenv-module of Python 3 python3 -m venv
instead of virtualenv --python=$(which python)
.
Creating a virtualenv will simply set up a directory structure and install some baseline packages:
Now, your virtual environment could be activated, yet always the respective modules would have to be loaded, first. We take one scipy-bundle as an example - you can take any. And we take a scipy-bundle, because you will probably need it anyway and it resolves other python dependencies.
# we shall make the activation script writable - temporarily:
chmod +w <ENV>/bin/activate
# then we need to edot the activation script
nano <ENV>/bin/activate ( or any other editor)
# add the module load statement we have been using earlier at the beginning of <ENV>/bin/activate
module load lang/SciPy-bundle/<version>
# likewise you can add a matching matplotlib version, if you would like to have that functionality
module load vis/matplotlib/<version>
# in the end we need to protect the activate script from accidental modification:
chmod -w <ENV>/bin/activate
Activate# To work in a virtualenv, you first have to activate it, which sets some environment variables for you:
source <ENV>/bin/activate
( <ENV>) $ # Note the name of the virtualenv in front of your prompt - nice, heh?
Use# Now you can use your virtualenv - newly installed packages will just be installed inside the virtualenv and just be visible to the python interpreter you start from within the virtualenv:
( <ENV>) $ pip install dill
Defaulting to user installation because normal site-packages is not writeable
Collecting dill
Downloading dill-0.3.3-py2.py3-none-any.whl ( 81 kB)
| ████████████████████████████████| 81 kB 244 kB/s
Installing collected packages: dill
Successfully installed dill-0.3.3
And now compare what happens with the python interpreter from inside the virtualenv and with the system python interpreter:
( <ENV>) $ python -c 'import dill'
( <ENV>) $ /usr/bin/python -c 'import dill'
Traceback ( most recent call last) :
File "<string>" , line 1, in <module>
ImportError: No module named dill
Deactivate# Deactivating a virtualenv reverts the activation step and all its changes to your environment:
Destroy# To destroy a virtualenv, simply delete its directory:
Using Virtual Environment Modules using GPU Nodes# You can use virtual environments exactly as described when working with accelerators. However, as the architecture is different, you need to maintain a virtual environment which is not created on the login-node but on an accelerator node.
Please note:
The set of module (technically the MODULEPATH
search path) on s-nodes is different to the rest of MOGON I. Hence, you cannot expect to find all modules on the login nodes also on the s-node.
Load Environment Modules (module load [mod])# To load environment modules in python:
execfile ( '/usr/share/Modules/init/python.py' )
module ( 'load' , < modulename > )
Multiprocessing# Smaller numbers of tasks can be divided amongst workers on a single node. In high level languages like Python, or in lower level languages using threading language constructs such as
OpenMP
, this can be accomplished with little more effort than a serial loop. This example also demonstrates using Python as the script interpreter for a Slurm batch script, however note that since Slurm copies and executes batch scripts from a private directory, it is necessary to manually add the runtime directory to the Python search path.
#!/bin/env python
#SBATCH --job-name=multiprocess
#SBATCH --output=logs/multiprocess_%j.out
#SBATCH --time=01:00:00
#SBATCH --partition=parallel # Mogon II
#SBATCH --account=<mogon-project>
#SBATCH --nodes=1
#SBATCH --exclusive
import multiprocessing
import sys
import os
# necessary to add cwd to path when script run
# by slurm (since it executes a copy)
sys . path . append ( os . getcwd ())
def some_worker_function ( some_input ): pass
# get number of cpus available to job
ncpus = int ( os . environ [ "SLURM_JOB_CPUS_PER_NODE" ])
# create pool of ncpus workers
pool = multiprocessing . Pool ( ncpus )
# apply work function in parallel
pool . map ( some_worker_function , range ( 100 ))
MPI# Process and threaded level parallelism is limited to a single machine. To submit a job using MPI for Python, you may want to adapt this template:
#!/bin/env python
#SBATCH --job-name=mpi
#SBATCH --output=logs/mpi_%j.out
#SBATCH --time=01:00:00
#SBATCH --partition=parallel # Mogon II
#SBATCH --ntasks=128 # e.g. 2 skylake nodes on Mogon II
from mpi4py import MPI
def some_worker_function ( rank , size )
comm = MPI . COMM_WORLD
rank = comm . Get_rank ()
size = comm . Get_size ()
some_worker_function ( rank , size )
MPI programs and Python scripts must be launched using srun
as shown in this Slurm batch script:
#!/bin/bash
#SBATCH --job-name=mpi
#SBATCH --output=logs/mpi_%j.out
#SBATCH --time=01:00:00
#SBATCH --partition=parallel # Mogon II
#SBATCH --account=<mogon-project>
#SBATCH --ntasks=128 # two skylake nodes on Mogon II
module load <python module with mpi4py>
srun --mpi = pmi2 python mpi_pk.py
In this case we are only using MPI as a mechanism to remotely launch tasks on distributed nodes. All processes must start and end at the same time, which can lead to waste of resources if some job steps take longer than others.
Many of the hints are inspired by
O’Reilly’s Python Cookbook chapter on performance (Chapter 14)
[^1]. We only discuss very little here explicitly, it is worth reading this chapter. If you need help getting performance out of Python scripts contact us.
Profiling and Timing# Better than guessing is to profile, how much time a certain program or task within this program takes. Guessing bottlenecks is a hard task, profiling often worth the effort. The above mentioned Cookbook covers this chapter.
Regular Expressions# Avoid them as much you can. If you have to use them, compile them, prior to any looping, e.g.:
import re
myreg = re . compile ( '\d' )
for stringitem in list :
re . search ( myreg , stringitem )
# or
myreg . search ( stringitem )
Use Functions# A little-known fact is that code defined in the global scope like this runs slower than code defined in a function. The speed difference has to do with the implementation of local versus global variables (operations involving locals are faster). So, if you want to make the program run faster, simply put the scripting statements in a function (also: see
O’Reilly’s Python Cookbook chapter on performance
).
The speed difference depends heavily on the processing being performed.
Selectively Eliminate Attribute Access# Every use of the dot (.) operator to access attributes comes with a cost. Under the covers, this triggers special methods, such as __getattribute__()
and __getattr__()
, which often lead to dictionary lookups.
You can often avoid attribute lookups by using the from module import name
form of import as well as making selected use of bound methods. See the illustration in
O’Reilly’s Python Cookbook chapter on performance
.
Too many print statements# To avoid constant flushing (particularly in Python 2.x) and use buffered output instead, either use Python’s logging
module instead as it supports buffered output. An alternative is to write to sys.stdout
and only flush in the end of a logical block.
In Python 3.x the print()
-function comes with a keyword argument flush
, which defaults to False
. However, use of the logging module is still recommended.
Working with Scalars in Numerics Code# Any constant scalar is best not calculated in any loop - regardless of the programming language. Compilers might(!) optimize this away, but are not always capable of doing so.
One example (timings for the module tools/IPython/6.2.1-foss-2017a-Python-3.6.4
on Mogon I, results on Mogon II may differ, the message will hold):
Every trivial constant is re-computed, if the interpreter is asked for this:
In [ 1 ]: from math import pi
In [ 2 ]: % timeit [ 1 * pi for _ in range ( 1000 )]
... :
149 µs ± 6.5 µs per loop ( mean ± std . dev . of 7 runs , 10000 loops each )
In [ 3 ]: % timeit [ pi for _ in range ( 1000 )]
87.1 µs ± 2 µs per loop ( mean ± std . dev . of 7 runs , 10000 loops each )
The effect is more pronounced, if division is involved (for compiled functions, particularly - in interpreted code, as shown here, the effect is limited as every number is a Python-Object, too):
In [ 4 ]: some_scalar = 300
In [ 5 ]: pi_2 = pi / 2
In [ 6 ]: % timeit [ some_scalar / ( pi / 2 ) for _ in range ( 1000 )]
249 µs ± 10.4 µs per loop ( mean ± std . dev . of 7 runs , 1000 loops each )
In [ 7 ]: % timeit [ some_scalar / pi_2 for _ in range ( 1000 )]
224 µs ± 5.62 µs per loop ( mean ± std . dev . of 7 runs , 1000 loops each )
Solution: Some evaluations are best placed outside of loops and bound to a variable.
Compile Code!!!# Remember that every Python Module on Mogon comes with
Cython
. Cython is an optimising static compiler for both the Python programming language and the extended Cython programming language.
While we cannot give a comprehensive intro in this wiki document, we recommend using Cython whenever possible and give this little example:
Imaging you have a (tested) script, you need to call frequently. Then create modules your main script can import and write a setup script like this:
# script: setup.py
#!/usr/bin/env python
import os
from distutils.core import setup
from distutils.extension import Extension
from Cython.Distutils import build_ext
named_extension = Extension (
"name of your extension" ,
[ "directory_of_your_module/<module_name1>.pyx" ,
"directory_of_your_module/<module_name2>.pyx" ],
extra_compile_args = [ '-fopenmp' ],
extra_link_args = [ '-fopenmp' ],
include_path = os . environ [ 'CPATH' ] . split ( ':' )
)
setup (
name = "some_name" ,
cmdclass = { 'build_ext' : build_ext },
ext_modules = [ named_extension ]
)
Replace named_extension
with a name of your liking, and fill-in all place holders. You can now call the setup-script like this:
python ./setup.py build_ext --inplace
This will create a file directory_of_your_module/<module_name1>.c
and a file directory_of_your_module/<module_name1>.so
will be the result of a subsequent compilation step.
In Cython you can release the global interpreter lock (GIL), see
this document (scroll down a bit)
, when not dealing with pure python objects.
In particular
Cython works with numpy
.
Memory Profiling# Profiling memory is a special topic on itself. There is, however, the Python module “
memory profiler
”, which is really helpful if you have an idea where to look. There is also
Pympler
, yet another such module.
Things to consider# Python is an interpreted language. As such it should not be used for lengthy runs in an HPC environment. Please use the availability to compile your own modules with Cython; consult the relevant
Cython documentation
. If you do not know how to start, attend a local Python course or schedule a meeting at our local HPC workshop.
Python Packages and Modules# Python 2.7.13 | foss 2017a Python# Version: 2.7.13
Toolchain: foss 2017a
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas enum34 bitstring virtualenv docopt Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.17.0 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.13 | intel 2017.02 Python# Version: 2.7.13
Toolchain: intel 2017.02
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas enum34 bitstring virtualenv docopt Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.17.0 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.14-bare | GCC 6.3.0 Python# 2.7.14-bare
Toolchain: GCC 6.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.20.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Build Dependencies Python 2.7.14 | intel 2018.01 Python# Version: 2.7.14
Toolchain: intel 2018.01
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas enum34 bitstring virtualenv docopt joblib Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.20.1 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.15 | foss 2018a Python# Version: 2.7.15
Toolchain: foss 2018a
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six python-dateutil deap decorator liac-arff pycrypto ecdsa ipaddress enum34 cryptography paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas bitstring virtualenv docopt joblib requests xlrd py_expression_eval Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.21.0 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.15 | foss 2018b Python# Version: 2.7.15
Toolchain: foss 2018b
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six python-dateutil deap decorator liac-arff pycrypto ecdsa enum34 ipaddress asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP Source:
https://pypi.python.org/packages/source/a/asn1crypto/ checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 idna cryptography pyasn1 pycparser cffi PyNaCl bcrypt paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.1 SQLite 3.24.0 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.15 | intel 2018.02 Python# Version: 2.7.15
Toolchain: intel 2018.02
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas enum34 bitstring virtualenv docopt joblib Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.20.1 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.15 | intel 2018.03 Python# Version: 2.7.15
Toolchain: intel 2018.03
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six python-dateutil deap decorator liac-arff pycrypto ecdsa enum34 ipaddress asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP Source:
https://pypi.python.org/packages/source/a/asn1crypto/ checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 idna cryptography pyasn1 PyNaCl bcrypt paramiko pyparsing netifaces netaddr funcsigs mock pytz pandas bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.1 SQLite 3.24.0 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 2.7.16 | GCCcore 8.3.0 Python# Version: 2.7.16
Toolchain: GCCcore 8.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip wheel nose blist paycheck pbr Cython six setuptools_scm python-dateutil deap decorator liac-arff pycrypto ecdsa enum34 ipaddress asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP Source:
https://pypi.python.org/packages/source/a/asn1crypto/ checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 idna pycparser cffi cryptography pyasn1 PyNaCl bcrypt paramiko pyparsing netifaces netaddr funcsigs mock pytz bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval tabulate ujson atomicwrites py scandir pathlib2 pluggy more-itertools attrs pytest MarkupSafe Jinja2 packaging sphinxcontrib-websupport Pygments imagesize docutils snowballstemmer Babel alabaster typing Sphinx Click psutil future singledispatch Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 8.0 ncurses 6.1 SQLite 3.27.2 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Build Dependencies Python 2.7.18 | GCCcore 10.2.0 Python# Version: 2.7.18
Toolchain: GCCcore 10.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages setuptools Homepage:
https://github.com/pypa/setuptools Version: 44.1.1 Description: Easily download, build, install, upgrade, and uninstall Python packages use_pip: False checksums: c67aa55db532a0dadc4d2e20ba9961cbd3ccc84d544e9029699822542b5a476b pip Homepage:
https://pip.pypa.io/ Version: 20.3.4 Description: The PyPA recommended tool for installing Python packages. use_pip: False checksums: 6773934e5f5fc3eaa8c5a44949b5b924fc122daa0a8aa9f80c835b4ca2a543fc wheel Version: 0.35.1 Description: A built-package format for Python checksums: 99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f nose Homepage:
http://readthedocs.org/docs/nose/ Version: 1.3.7 Description: nose extends unittest to make testing easier checksums: f1bffef9cbc82628f6e7d7b40d7e255aefaa1adb6a1b1d26c69a8b79e6208a98 blist Homepage:
http://stutzbachenterprises.com/blist/ Version: 1.3.6 Description: a list-like type with better asymptotic performance and similar performance on small lists checksums: 3a12c450b001bdf895b30ae818d4d6d3f1552096b8c995f0fe0c74bef04d1fc3 paycheck Homepage:
http://github.com/gcross/paycheck Version: 1.0.2 Description: A Python QuickCheck implementation checksums: 6db7fc367c146cd59d2327ad4d2d6b0a24bc1be2d6953bb0773cbf702ee1ed34 pbr Cython Homepage:
http://cython.org/ Version: 0.29.21 Description: The Cython compiler for writing C extensions for the Python language. checksums: e57acb89bd55943c8d8bf813763d20b9099cc7165c0f16b707631a7654be9cad six Homepage:
https://github.com/benjaminp/six Version: 1.15.0 Description: Python 2 and 3 compatibility utilities checksums: 30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259 toml Homepage:
https://github.com/uiri/toml Version: 0.10.1 Description: Python Library for Tom’s Obvious, Minimal Language checksums: 926b612be1e5ce0634a2ca03470f95169cf16f939018233a670519cb4ac58b0f setuptools_scm Homepage:
https://github.com/pypa/setuptools_scm/ Version: 4.1.2 Description: the blessed package to manage your versions by scm tags checksums: a8994582e716ec690f33fec70cca0f85bd23ec974e3f783233e4879090a7faa8 python-dateutil Homepage:
https://github.com/dateutil/dateutil Version: 2.8.1 Description: Extensions to the standard Python datetime module modulename: dateutil checksums: 73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c decorator liac-arff Homepage:
https://github.com/renatopp/liac-arff Version: 2.5.0 Description: A module for read and write ARFF files in Python. modulename: arff checksums: 3220d0af6487c5aa71b47579be7ad1d94f3849ff1e224af3bf05ad49a0b5c4da pycrypto Homepage:
http://www.pycrypto.org/ Version: 2.6.1 Description: Cryptographic modules for Python. modulename: Crypto patches: pycrypto-2.6.1_remove-usr-include.patch checksums: f2ce1e989b272cfcb677616763e0a2e7ec659effa67a88aa92b3a65528f60a3c06c3d3bb290305e1360a023ea03f9281116c230de62382e6be9474996086712e ecdsa Homepage:
http://github.com/tlsfuzzer/python-ecdsa Version: 0.16.0 Description: ECDSA cryptographic signature library (pure python) checksums: 494c6a853e9ed2e9be33d160b41d47afc50a6629b993d2b9c5ad7bb226add892 enum34 Homepage:
https://bitbucket.org/stoneleaf/enum34 Version: 1.1.10 Description: Python 3.4 Enum backported to 3.3, 3.2, 3.1, 2.7, 2.6, 2.5, and 2.4 modulename: enum checksums: cce6a7477ed816bd2542d03d53db9f0db935dd013b70f336a95c73979289f248 argparse ipaddress Homepage:
https://github.com/phihag/ipaddress Version: 1.0.23 Description: IPv4/IPv6 manipulation library checksums: b7f8e0369580bb4a24d5ba1d7cc29660a4a6987763faf1d8a8046830e020e7e2 asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 1.4.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: f4f6e119474e58e04a2b1af817eb585b4fd72bdd89b998624712b5c99be7641c idna Version: 2.10 Description: Internationalized Domain Names in Applications (IDNA) checksums: b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6 pycparser cffi Homepage:
http://cffi.readthedocs.org Version: 1.14.3 Description: Foreign Function Interface for Python calling C code. checksums: f92f789e4f9241cd262ad7a555ca2c648a98178a953af117ef7fad46aa1d5591 cryptography Homepage:
https://github.com/pyca/cryptography Version: 3.1.1 Description: cryptography is a package which provides cryptographic recipes and primitives to Python developers. checksums: 9d9fc6a16357965d282dd4ab6531013935425d0dc4950df2e0cf2a1b1ac1017d pyasn1 Homepage:
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http://pythonhosted.org/pytz Version: 2020.1 Description: World timezone definitions, modern and historical checksums: c35965d010ce31b23eeb663ed3cc8c906275d6be1a34393a1d73a41febf4a048 bitstring Version: 3.1.7 Description: Simple construction, analysis and modification of binary data. checksums: fdf3eb72b229d2864fb507f8f42b1b2c57af7ce5fec035972f9566de440a864a appdirs Homepage:
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https://joblib.readthedocs.io Version: 0.14.1 Description: Lightweight pipelining with Python functions checksums: 0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8 chardet Homepage:
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https://urllib3.readthedocs.io/ Version: 1.25.10 Description: HTTP library with thread-safe connection pooling, file post, and more. checksums: 91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a requests Homepage:
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https://py.readthedocs.io/ Version: 1.9.0 Description: library with cross-python path, ini-parsing, io, code, log facilities checksums: 9ca6883ce56b4e8da7e79ac18787889fa5206c79dcc67fb065376cd2fe03f342 scandir Homepage:
https://github.com/benhoyt/scandir Version: 1.10.0 Description: scandir, a better directory iterator and faster os.walk() checksums: 4d4631f6062e658e9007ab3149a9b914f3548cb38bfb021c64f39a025ce578ae pathlib2 Homepage:
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Toolchain: GCCcore 11.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.37 bzip2 1.0.8 zlib 1.2.11 libreadline 8.1 ncurses 6.2 SQLite 3.36 OpenSSL 1.1 Build Dependencies Python 2.7.18 | GCCcore 9.3.0 Python# Version: 2.7.18
Toolchain: GCCcore 9.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages setuptools Homepage:
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https://github.com/benjaminp/six Version: 1.14.0 Description: Python 2 and 3 compatibility utilities checksums: 236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a toml Homepage:
https://github.com/uiri/toml Version: 0.10.0 Description: Python Library for Tom’s Obvious, Minimal Language checksums: 229f81c57791a41d65e399fc06bf0848bab550a9dfd5ed66df18ce5f05e73d5c setuptools_scm Homepage:
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https://github.com/renatopp/liac-arff Version: 2.4.0 Description: A module for read and write ARFF files in Python. modulename: arff checksums: 47afcd1fd248b2892f66075987422d0576fc2c2fd0811d0cbd32f2135b065df5 pycrypto Homepage:
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https://github.com/wbond/asn1crypto Version: 1.3.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: 5a215cb8dc12f892244e3a113fe05397ee23c5c4ca7a69cd6e69811755efc42d idna Version: 2.9 Description: Internationalized Domain Names in Applications (IDNA) checksums: 7588d1c14ae4c77d74036e8c22ff447b26d0fde8f007354fd48a7814db15b7cb pycparser cffi Homepage:
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Toolchain: GCCcore 11.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.37 bzip2 1.0.8 zlib 1.2.11 libreadline 8.1 ncurses 6.2 SQLite 3.36 XZ 5.2.5 libffi 3.4.2 OpenSSL 1.1 Build Dependencies Python 3.10.4 | GCCcore 11.2.0 Python# Version: 3.10.4
Toolchain: GCCcore 11.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages wheel Version: 0.37.1 Description: A built-package format for Python checksums: e9a504e793efbca1b8e0e9cb979a249cf4a0a7b5b8c9e8b65a5e39d49529c1c4 setuptools Homepage:
https://github.com/pypa/setuptools Version: 62.1.0 Description: Easily download, build, install, upgrade, and uninstall Python packages checksums: 47c7b0c0f8fc10eec4cf1e71c6fdadf8decaa74ffa087e68cd1c20db7ad6a592 pip Homepage:
https://pip.pypa.io/ Version: 22.0.4 Description: The PyPA recommended tool for installing Python packages. checksums: b3a9de2c6ef801e9247d1527a4b16f92f2cc141cd1489f3fffaf6a9e96729764 blist Homepage:
http://stutzbachenterprises.com/blist/ Version: 1.3.6 Description: a list-like type with better asymptotic performance and similar performance on small lists patches: Python-3_9-blist-1.3.6-fix-undefined_symbol_PyObject_GC_IS_TRACKED.patchPython-3.10-bist-1.3.6-compatibility.patch checksums: 3a12c450b001bdf895b30ae818d4d6d3f1552096b8c995f0fe0c74bef04d1fc318a643d1d1565b05df7dcc9a612a86dcf7b3b352435032f6425a61b597f911d00fb2d92e06b2c39bfc79e229e6fde6053f9aa9538733029377c9a743650a4741 pbr Cython Homepage:
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https://github.com/uiri/toml Version: 0.10.2 Description: Python Library for Tom’s Obvious, Minimal Language checksums: b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f flit-core Version: 3.7.1 Description: Distribution-building parts of Flit. See flit package for more information checksums: 14955af340c43035dbfa96b5ee47407e377ee337f69e70f73064940d27d0a44f tomli Version: 2.0.1 Description: A lil’ TOML parser checksums: de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f setuptools_scm Homepage:
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http://www.pycrypto.org/ Version: 2.6.1 Description: Cryptographic modules for Python. modulename: Crypto patches: pycrypto-2.6.1_remove-usr-include.patch checksums: f2ce1e989b272cfcb677616763e0a2e7ec659effa67a88aa92b3a65528f60a3c06c3d3bb290305e1360a023ea03f9281116c230de62382e6be9474996086712e ecdsa Homepage:
http://github.com/tlsfuzzer/python-ecdsa Version: 0.17.0 Description: ECDSA cryptographic signature library (pure python) checksums: b9f500bb439e4153d0330610f5d26baaf18d17b8ced1bc54410d189385ea68aa ipaddress Homepage:
https://github.com/phihag/ipaddress Version: 1.0.23 Description: IPv4/IPv6 manipulation library checksums: b7f8e0369580bb4a24d5ba1d7cc29660a4a6987763faf1d8a8046830e020e7e2 asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 1.5.1 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: 13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c idna Version: 3.3 Description: Internationalized Domain Names in Applications (IDNA) checksums: 9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d pycparser cffi Homepage:
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https://github.com/pyca/cryptography Version: 37.0.1 Description: cryptography is a package which provides cryptographic recipes and primitives to Python developers. preinstallopts: export CARGO_HOME=<builddir>/cargo &&
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https://github.com/etingof/pyasn1 Version: 0.4.8 Description: ASN.1 types and codecs checksums: aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba PyNaCl Homepage:
https://github.com/pyca/pynacl/ Version: 1.5.0 Description: Python binding to the Networking and Cryptography (NaCl) library modulename: nacl checksums: 8ac7448f09ab85811607bdd21ec2464495ac8b7c66d146bf545b0f08fb9220ba bcrypt Homepage:
https://github.com/pyca/bcrypt/ Version: 3.2.2 Description: Modern password hashing for your software and your servers checksums: 433c410c2177057705da2a9f2cd01dd157493b2a7ac14c8593a16b3dab6b6bfb paramiko Homepage:
https://paramiko.org Version: 2.10.4 Description: SSH2 protocol library checksums: 3d2e650b6812ce6d160abff701d6ef4434ec97934b13e95cf1ad3da70ffb5c58 pyparsing Version: 3.0.8 Description: pyparsing module - Classes and methods to define and execute parsing grammars checksums: 7bf433498c016c4314268d95df76c81b842a4cb2b276fa3312cfb1e1d85f6954 netifaces Homepage:
https://github.com/al45tair/netifaces Version: 0.11.0 Description: Portable network interface information. checksums: 043a79146eb2907edf439899f262b3dfe41717d34124298ed281139a8b93ca32 netaddr Homepage:
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http://mock.readthedocs.org/en/latest/ Version: 4.0.3 Description: Rolling backport of unittest.mock for all Pythons checksums: 7d3fbbde18228f4ff2f1f119a45cdffa458b4c0dee32eb4d2bb2f82554bac7bc pytz Homepage:
http://pythonhosted.org/pytz Version: 2022.1 Description: World timezone definitions, modern and historical checksums: 1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7 bitstring Version: 3.1.9 Description: Simple construction, analysis and modification of binary data. checksums: a5848a3f63111785224dca8bb4c0a75b62ecdef56a042c8d6be74b16f7e860e7 appdirs Homepage:
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https://joblib.readthedocs.io Version: 1.1.0 Description: Lightweight pipelining with Python functions checksums: 4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35 chardet Homepage:
https://github.com/chardet/chardet Version: 4.0.0 Description: Universal encoding detector for Python 3 checksums: 0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa certifi Homepage:
https://github.com/certifi/python-certifi Version: 2021.10.8 Description: Python package for providing Mozilla’s CA Bundle. checksums: 78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872 urllib3 Homepage:
https://urllib3.readthedocs.io/ Version: 1.26.9 Description: HTTP library with thread-safe connection pooling, file post, and more. checksums: aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e charset-normalizer Homepage:
https://github.com/Ousret/charset_normalizer Version: 2.0.12 Description: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. checksums: 2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597 requests Homepage:
https://requests.readthedocs.io Version: 2.27.1 Description: Python HTTP for Humans. checksums: 68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61 xlrd Homepage:
http://www.python-excel.org/ Version: 2.0.1 Description: Library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files checksums: f72f148f54442c6b056bf931dbc34f986fd0c3b0b6b5a58d013c9aef274d0c88 py_expression_eval tabulate Version: 0.8.9 Description: Pretty-print tabular data checksums: eb1d13f25760052e8931f2ef80aaf6045a6cceb47514db8beab24cded16f13a7 ujson Homepage:
https://github.com/ultrajson/ultrajson Version: 5.2.0 Description: Ultra fast JSON encoder and decoder for Python checksums: 163191b88842d874e081707d35de2e205e0e396e70fd068d1038879bca8b17ad atomicwrites py Homepage:
https://py.readthedocs.io/ Version: 1.11.0 Description: library with cross-python path, ini-parsing, io, code, log facilities checksums: 51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719 more-itertools Version: 8.12.0 Description: More routines for operating on iterables, beyond itertools checksums: 7dc6ad46f05f545f900dd59e8dfb4e84a4827b97b3cfecb175ea0c7d247f6064 attrs Homepage:
https://www.attrs.org/ Version: 21.4.0 Description: Classes Without Boilerplate modulename: attr checksums: 626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd backports.functools_lru_cache wcwidth Homepage:
https://github.com/jquast/wcwidth Version: 0.2.5 Description: Measures the displayed width of unicode strings in a terminal checksums: c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83 iniconfig Version: 1.1.1 Description: brain-dead simple config-ini parsing checksums: bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32 colorama Version: 0.4.4 Description: Cross-platform colored terminal text. checksums: 5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b pytest Homepage:
https://docs.pytest.org/en/latest/ Version: 7.1.2 Description: pytest: simple powerful testing with Python checksums: a06a0425453864a270bc45e71f783330a7428defb4230fb5e6a731fde06ecd45 MarkupSafe Jinja2 Homepage:
https://palletsprojects.com/p/jinja/ Version: 3.1.2 Description: A very fast and expressive template engine. checksums: 31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852 sphinxcontrib-serializinghtml Homepage:
http://sphinx-doc.org/ Version: 1.1.5 Description: sphinxcontrib-serializinghtml is a sphinx extension which outputs “serialized” HTML files (json and pickle). modulename: sphinxcontrib.serializinghtml checksums: aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952 sphinxcontrib-websupport Homepage:
http://sphinx-doc.org/ Version: 1.2.4 Description: Sphinx API for Web Apps modulename: sphinxcontrib.websupport checksums: 4edf0223a0685a7c485ae5a156b6f529ba1ee481a1417817935b20bde1956232 Pygments Homepage:
https://pygments.org/ Version: 2.12.0 Description: Pygments is a syntax highlighting package written in Python. checksums: 5eb116118f9612ff1ee89ac96437bb6b49e8f04d8a13b514ba26f620208e26eb imagesize docutils Homepage:
https://docutils.sourceforge.io/ Version: 0.17.1 Description: Docutils – Python Documentation Utilities checksums: 686577d2e4c32380bb50cbb22f575ed742d58168cee37e99117a854bcd88f125 snowballstemmer Homepage:
https://github.com/snowballstem/snowball Version: 2.2.0 Description: This package provides 29 stemmers for 28 languages generated from Snowball algorithms. checksums: 09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1 alabaster Homepage:
https://alabaster.readthedocs.io Version: 0.7.12 Description: A configurable sidebar-enabled Sphinx theme checksums: a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02 sphinxcontrib-applehelp Version: 1.0.2 Description: sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books modulename: sphinxcontrib.applehelp checksums: a072735ec80e7675e3f432fcae8610ecf509c5f1869d17e2eecff44389cdbc58 sphinxcontrib-devhelp Homepage:
http://sphinx-doc.org/ Version: 1.0.2 Description: sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. modulename: sphinxcontrib.devhelp checksums: ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4 sphinxcontrib-htmlhelp Version: 2.0.0 Description: sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files modulename: sphinxcontrib.htmlhelp checksums: f5f8bb2d0d629f398bf47d0d69c07bc13b65f75a81ad9e2f71a63d4b7a2f6db2 sphinxcontrib-jsmath Homepage:
http://sphinx-doc.org/ Version: 1.0.1 Description: A sphinx extension which renders display math in HTML via JavaScript modulename: sphinxcontrib.jsmath checksums: a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8 sphinxcontrib-qthelp Homepage:
http://sphinx-doc.org/ Version: 1.0.3 Description: sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. modulename: sphinxcontrib.qthelp checksums: 4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72 Babel Homepage:
https://babel.pocoo.org/ Version: 2.10.1 Description: Internationalization utilities checksums: 98aeaca086133efb3e1e2aad0396987490c8425929ddbcfe0550184fdc54cd13 Sphinx Version: 4.5.0 Description: Python documentation generator checksums: 7bf8ca9637a4ee15af412d1a1d9689fec70523a68ca9bb9127c2f3eeb344e2e6 sphinx-bootstrap-theme click Homepage:
https://palletsprojects.com/p/click/ Version: 8.1.3 Description: Composable command line interface toolkit checksums: 7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e psutil Homepage:
https://github.com/giampaolo/psutil Version: 5.9.0 Description: Cross-platform lib for process and system monitoring in Python. checksums: 869842dbd66bb80c3217158e629d6fceaecc3a3166d3d1faee515b05dd26ca25 future Homepage:
https://python-future.org Version: 0.18.2 Description: Clean single-source support for Python 3 and 2 checksums: b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d sortedcontainers intervaltree Homepage:
https://github.com/chaimleib/intervaltree Version: 3.1.0 Description: Editable interval tree data structure for Python 2 and 3 checksums: 902b1b88936918f9b2a19e0e5eb7ccb430ae45cde4f39ea4b36932920d33952d pytoml Homepage:
https://github.com/avakar/pytoml Version: 0.1.21 Description: A parser for TOML-0.4.0 checksums: 8eecf7c8d0adcff3b375b09fe403407aa9b645c499e5ab8cac670ac4a35f61e7 zipfile36 Homepage:
https://gitlab.com/takluyver/zipfile36 Version: 0.1.3 Description: Read and write ZIP files - backport of the zipfile module from Python 3.6 checksums: a78a8dddf4fa114f7fe73df76ffcce7538e23433b7a6a96c1c904023f122aead tomli_w Version: 1.0.0 Description: A lil’ TOML writer checksums: f463434305e0336248cac9c2dc8076b707d8a12d019dd349f5c1e382dd1ae1b9 flit Version: 3.7.1 Description: A simple packaging tool for simple packages. checksums: 3c9bd9c140515bfe62dd938c6610d10d6efb9e35cc647fc614fe5fb3a5036682 regex Homepage:
https://github.com/mrabarnett/mrab-regex Version: 2022.4.24 Description: Alternative regular expression module, to replace re. checksums: 92183e9180c392371079262879c6532ccf55f808e6900df5d9f03c9ca8807255 intreehooks Homepage:
https://github.com/takluyver/intreehooks Version: 1.0 Description: Load a PEP 517 backend from inside the source tree checksums: 87e600d3b16b97ed219c078681260639e77ef5a17c0e0dbdd5a302f99b4e34e1 pylev Homepage:
http://github.com/toastdriven/pylev Version: 1.4.0 Description: A pure Python Levenshtein implementation that’s not freaking GPL’d. checksums: 9e77e941042ad3a4cc305dcdf2b2dec1aec2fbe3dd9015d2698ad02b173006d1 pastel Homepage:
https://github.com/sdispater/pastel Version: 0.2.1 Description: Bring colors to your terminal. checksums: 4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364 crashtest clikit Homepage:
https://github.com/sdispater/clikit Version: 0.6.2 Description: CliKit is a group of utilities to build beautiful and testable command line interfaces. checksums: 71268e074e68082306e23d7369a7b99f824a0ef926e55ba2665e911f7208489e jeepney Homepage:
https://gitlab.com/takluyver/jeepney Version: 0.8.0 Description: Low-level, pure Python DBus protocol wrapper. checksums: c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755 SecretStorage Homepage:
https://github.com/mitya57/secretstorage Version: 3.3.2 Description: Python bindings to FreeDesktop.org Secret Service API checksums: 0a8eb9645b320881c222e827c26f4cfcf55363e8b374a021981ef886657a912f keyring Homepage:
https://github.com/jaraco/keyring Version: 23.5.0 Description: Store and access your passwords safely. modulename: False checksums: 9012508e141a80bd1c0b6778d5c610dd9f8c464d75ac6774248500503f972fb9 keyrings.alt Homepage:
https://github.com/jaraco/keyrings.alt Version: 4.1.0 Description: Alternate keyring implementations modulename: False checksums: 52ccb61d6f16c10f32f30d38cceef7811ed48e086d73e3bae86f0854352c4ab2 tomlkit shellingham requests-toolbelt Homepage:
https://toolbelt.readthedocs.io/ Version: 0.9.1 Description: A utility belt for advanced users of python-requests checksums: 968089d4584ad4ad7c171454f0a5c6dac23971e9472521ea3b6d49d610aa6fc0 pyrsistent Homepage:
https://github.com/tobgu/pyrsistent/ Version: 0.18.1 Description: Persistent/Functional/Immutable data structures checksums: d4d61f8b993a7255ba714df3aca52700f8125289f84f704cf80916517c46eb96 pkginfo ptyprocess Homepage:
https://github.com/pexpect/ptyprocess Version: 0.7.0 Description: Run a subprocess in a pseudo terminal checksums: 4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 pexpect Homepage:
https://pexpect.readthedocs.io/ Version: 4.8.0 Description: Pexpect allows easy control of interactive console applications. checksums: fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c jsonschema Version: 4.4.0 Description: An implementation of JSON Schema validation for Python checksums: 636694eb41b3535ed608fe04129f26542b59ed99808b4f688aa32dcf55317a83 simplejson Homepage:
https://github.com/simplejson/simplejson Version: 3.17.6 Description: Simple, fast, extensible JSON encoder/decoder for Python checksums: cf98038d2abf63a1ada5730e91e84c642ba6c225b0198c3684151b1f80c5f8a6 webencodings html5lib cleo Homepage:
https://github.com/python-poetry/cleo Version: 0.8.1 Description: Cleo allows you to create beautiful and testable command-line interfaces. checksums: 141cda6dc94a92343be626bb87a0b6c86ae291dfc732a57bf04310d4b4201753 cachy Homepage:
https://github.com/sdispater/cachy Version: 0.3.0 Description: Cachy provides a simple yet effective caching library. checksums: 186581f4ceb42a0bbe040c407da73c14092379b1e4c0e327fdb72ae4a9b269b1 msgpack Homepage:
https://msgpack.org/ Version: 1.0.3 Description: MessagePack serializer checksums: 51fdc7fb93615286428ee7758cecc2f374d5ff363bdd884c7ea622a7a327a81e CacheControl lockfile Homepage:
http://launchpad.net/pylockfile Version: 0.12.2 Description: Platform-independent file locking module checksums: 6aed02de03cba24efabcd600b30540140634fc06cfa603822d508d5361e9f799 poetry-core glob2 Homepage:
http://github.com/miracle2k/python-glob2/ Version: 0.7 Description: Version of the glob module that can capture patterns and supports recursive wildcards checksums: 85c3dbd07c8aa26d63d7aacee34fa86e9a91a3873bc30bf62ec46e531f92ab8c poetry Homepage:
https://python-poetry.org/ Version: 1.1.13 Description: Python dependency management and packaging made easy. checksums: b905ed610085f568aa61574e0e09260c02bff9eae12ff672af39e9f399357ac4 fsspec threadpoolctl simplegeneric Homepage:
http://cheeseshop.python.org/pypi/simplegeneric Version: 0.8.1 Description: Simple generic functions (similar to Python’s own len(), pickle.dump(), etc.) checksums: dc972e06094b9af5b855b3df4a646395e43d1c9d0d39ed345b7393560d0b9173 Dependencies binutils 2.38 bzip2 1.0.8 zlib 1.2.12 libreadline 8.1.2 ncurses 6.3 SQLite 3.36 XZ 5.2.5 GMP 6.2.1 libffi 3.4.2 OpenSSL 1.1 Build Dependencies UnZip 6.0 Rust 1.54.0 pkgconf 1.8.0 git 2.33.1 Python 3.10.4-bare | GCCcore 11.3.0 Python# 3.10.4-bare
Toolchain: GCCcore 11.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.38 bzip2 1.0.8 zlib 1.2.12 libreadline 8.1.2 ncurses 6.3 SQLite 3.38.3 XZ 5.2.5 libffi 3.4.2 OpenSSL 1.1 Build Dependencies Python 3.10.8-bare | GCCcore 12.2.0 Python# 3.10.8-bare
Toolchain: GCCcore 12.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.39 bzip2 1.0.8 zlib 1.2.12 libreadline 8.2 ncurses 6.3 SQLite 3.39.4 XZ 5.2.7 libffi 3.4.4 OpenSSL 1.1 Build Dependencies Python 3.6.1 | intel 2017.02 Python# Version: 3.6.1
Toolchain: intel 2017.02
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr lockfile Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr pandas virtualenv docopt joblib Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.17.0 GMP 6.1.2 XZ 5.2.3 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.6.3 | foss 2017a Python# Version: 3.6.3
Toolchain: foss 2017a
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr lockfile Cython six dateutil deap decorator arff pycrypto ecdsa cryptography paramiko pyparsing netifaces netaddr pandas virtualenv docopt joblib Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.20.1 GMP 6.1.2 XZ 5.2.3 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.6.4 | foss 2018a Python# Version: 3.6.4
Toolchain: foss 2018a
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six python-dateutil deap decorator liac-arff pycrypto ecdsa pycparser cffi asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP Source:
https://pypi.python.org/packages/source/a/asn1crypto/ checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 idna ipaddress cryptography pyasn1 PyNaCl bcrypt paramiko pyparsing netifaces netaddr mock pytz pandas bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval mpmath tabulate Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.0 SQLite 3.21.0 XZ 5.2.3 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.6.6 | foss 2018b Python# Version: 3.6.6
Toolchain: foss 2018b
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages setuptools pip nose numpy scipy blist mpi4py paycheck pbr Cython six python-dateutil deap decorator liac-arff pycrypto ecdsa pycparser cffi asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP Source:
https://pypi.python.org/packages/source/a/asn1crypto/ checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 idna cryptography pyasn1 PyNaCl bcrypt paramiko pyparsing netifaces netaddr mock pytz pandas bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval mpmath tabulate Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 7.0 ncurses 6.1 SQLite 3.24.0 XZ 5.2.4 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.7.2 | GCCcore 8.3.0 Python# Version: 3.7.2
Toolchain: GCCcore 8.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
http://python.org/
Known Issues Included packages pip setuptools wheel nose blist paycheck pbr Cython six setuptools_scm python-dateutil deap decorator liac-arff pycrypto ecdsa ipaddress asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 0.24.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: 9d5c20441baf0cb60a4ac34cc447c6c189024b6b4c6cd7877034f4965c464e49 Source:
https://pypi.python.org/packages/source/a/asn1crypto/ idna pycparser cffi cryptography pyasn1 PyNaCl bcrypt paramiko pyparsing netifaces netaddr mock pytz bitstring virtualenv docopt joblib chardet certifi urllib3 requests xlrd py_expression_eval tabulate ujson atomicwrites py scandir pathlib2 pluggy more-itertools attrs pytest MarkupSafe Jinja2 packaging sphinxcontrib-websupport Pygments imagesize docutils snowballstemmer Babel alabaster Sphinx Click psutil future Dependencies bzip2 1.0.6 zlib 1.2.11 libreadline 8.0 ncurses 6.1 SQLite 3.27.2 XZ 5.2.4 GMP 6.1.2 libffi 3.2.1 OS Dependencies openssl-devel libssl-dev libopenssl-devel Build Dependencies Python 3.7.4 | GCCcore 8.3.0 Python# Version: 3.7.4
Toolchain: GCCcore 8.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages setuptools Homepage:
https://github.com/pypa/setuptools Version: 57.5.0 Description: Easily download, build, install, upgrade, and uninstall Python packages use_pip: False checksums: d9d3266d50f59c6967b9312844470babbdb26304fe740833a5f8d89829ba3a24 pip Homepage:
https://pip.pypa.io/ Version: 19.2.3 Description: The PyPA recommended tool for installing Python packages. use_pip: False checksums: e7a31f147974362e6c82d84b91c7f2bdf57e4d3163d3d454e6c3e71944d67135 wheel Version: 0.36.2 Description: A built-package format for Python checksums: e11eefd162658ea59a60a0f6c7d493a7190ea4b9a85e335b33489d9f17e0245e nose Homepage:
http://readthedocs.org/docs/nose/ Version: 1.3.7 Description: nose extends unittest to make testing easier checksums: f1bffef9cbc82628f6e7d7b40d7e255aefaa1adb6a1b1d26c69a8b79e6208a98 blist Homepage:
http://stutzbachenterprises.com/blist/ Version: 1.3.6 Description: a list-like type with better asymptotic performance and similar performance on small lists checksums: 3a12c450b001bdf895b30ae818d4d6d3f1552096b8c995f0fe0c74bef04d1fc3 paycheck Homepage:
http://github.com/gcross/paycheck Version: 1.0.2 Description: A Python QuickCheck implementation checksums: 6db7fc367c146cd59d2327ad4d2d6b0a24bc1be2d6953bb0773cbf702ee1ed34 pbr Cython Homepage:
http://cython.org/ Version: 0.29.21 Description: The Cython compiler for writing C extensions for the Python language. checksums: e57acb89bd55943c8d8bf813763d20b9099cc7165c0f16b707631a7654be9cad six Homepage:
https://github.com/benjaminp/six Version: 1.12.0 Description: Python 2 and 3 compatibility utilities checksums: d16a0141ec1a18405cd4ce8b4613101da75da0e9a7aec5bdd4fa804d0e0eba73 setuptools_scm Homepage:
https://github.com/pypa/setuptools_scm/ Version: 3.3.3 Description: the blessed package to manage your versions by scm tags checksums: bd25e1fb5e4d603dcf490f1fde40fb4c595b357795674c3e5cb7f6217ab39ea5 python-dateutil Homepage:
https://github.com/dateutil/dateutil Version: 2.8.0 Description: Extensions to the standard Python datetime module modulename: dateutil checksums: c89805f6f4d64db21ed966fda138f8a5ed7a4fdbc1a8ee329ce1b74e3c74da9e deap Homepage:
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https://github.com/renatopp/liac-arff Version: 2.4.0 Description: A module for read and write ARFF files in Python. modulename: arff checksums: 47afcd1fd248b2892f66075987422d0576fc2c2fd0811d0cbd32f2135b065df5 pycrypto Homepage:
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Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages pip Homepage:
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Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages pip Homepage:
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https://python-future.org Version: 0.18.2 Description: Clean single-source support for Python 3 and 2 checksums: b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d Dependencies binutils 2.34 bzip2 1.0.8 zlib 1.2.11 libreadline 8.0 ncurses 6.2 SQLite 3.32.3 XZ 5.2.5 GMP 6.2.0 libffi 3.3 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.8.5 | GCCcore 9.3.0 Python# Version: 3.8.5
Toolchain: GCCcore 9.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages pip Homepage:
https://pip.pypa.io/ Version: 20.2.2 Description: The PyPA recommended tool for installing Python packages. use_pip: False checksums: 58a3b0b55ee2278104165c7ee7bc8e2db6f635067f3c66cf637113ec5aa71584 setuptools Homepage:
https://github.com/pypa/setuptools Version: 49.6.0 Description: Easily download, build, install, upgrade, and uninstall Python packages checksums: 46bd862894ed22c2edff033c758c2dc026324788d758e96788e8f7c11f4e9707 wheel Version: 0.35.1 Description: A built-package format for Python checksums: 99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f nose Homepage:
http://readthedocs.org/docs/nose/ Version: 1.3.7 Description: nose extends unittest to make testing easier checksums: f1bffef9cbc82628f6e7d7b40d7e255aefaa1adb6a1b1d26c69a8b79e6208a98 blist Homepage:
http://stutzbachenterprises.com/blist/ Version: 1.3.6 Description: a list-like type with better asymptotic performance and similar performance on small lists checksums: 3a12c450b001bdf895b30ae818d4d6d3f1552096b8c995f0fe0c74bef04d1fc3 paycheck Homepage:
http://github.com/gcross/paycheck Version: 1.0.2 Description: A Python QuickCheck implementation checksums: 6db7fc367c146cd59d2327ad4d2d6b0a24bc1be2d6953bb0773cbf702ee1ed34 pbr Cython Homepage:
http://cython.org/ Version: 0.29.21 Description: The Cython compiler for writing C extensions for the Python language. checksums: e57acb89bd55943c8d8bf813763d20b9099cc7165c0f16b707631a7654be9cad six Homepage:
https://github.com/benjaminp/six Version: 1.15.0 Description: Python 2 and 3 compatibility utilities checksums: 30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259 toml Homepage:
https://github.com/uiri/toml Version: 0.10.1 Description: Python Library for Tom’s Obvious, Minimal Language checksums: 926b612be1e5ce0634a2ca03470f95169cf16f939018233a670519cb4ac58b0f setuptools_scm Homepage:
https://github.com/pypa/setuptools_scm/ Version: 4.1.2 Description: the blessed package to manage your versions by scm tags checksums: a8994582e716ec690f33fec70cca0f85bd23ec974e3f783233e4879090a7faa8 python-dateutil Homepage:
https://github.com/dateutil/dateutil Version: 2.8.1 Description: Extensions to the standard Python datetime module modulename: dateutil checksums: 73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c decorator liac-arff Homepage:
https://github.com/renatopp/liac-arff Version: 2.4.0 Description: A module for read and write ARFF files in Python. modulename: arff checksums: 47afcd1fd248b2892f66075987422d0576fc2c2fd0811d0cbd32f2135b065df5 pycrypto Homepage:
http://www.pycrypto.org/ Version: 2.6.1 Description: Cryptographic modules for Python. modulename: Crypto checksums: f2ce1e989b272cfcb677616763e0a2e7ec659effa67a88aa92b3a65528f60a3c ecdsa Homepage:
http://github.com/tlsfuzzer/python-ecdsa Version: 0.15 Description: ECDSA cryptographic signature library (pure python) checksums: 8f12ac317f8a1318efa75757ef0a651abe12e51fc1af8838fb91079445227277 ipaddress Homepage:
https://github.com/phihag/ipaddress Version: 1.0.23 Description: IPv4/IPv6 manipulation library checksums: b7f8e0369580bb4a24d5ba1d7cc29660a4a6987763faf1d8a8046830e020e7e2 asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 1.4.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: f4f6e119474e58e04a2b1af817eb585b4fd72bdd89b998624712b5c99be7641c idna Version: 2.10 Description: Internationalized Domain Names in Applications (IDNA) checksums: b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6 pycparser cffi Homepage:
http://cffi.readthedocs.org Version: 1.14.2 Description: Foreign Function Interface for Python calling C code. checksums: ae8f34d50af2c2154035984b8b5fc5d9ed63f32fe615646ab435b05b132ca91b cryptography Homepage:
https://github.com/pyca/cryptography Version: 3.0 Description: cryptography is a package which provides cryptographic recipes and primitives to Python developers. checksums: 8e924dbc025206e97756e8903039662aa58aa9ba357d8e1d8fc29e3092322053 pyasn1 Homepage:
https://github.com/etingof/pyasn1 Version: 0.4.8 Description: ASN.1 types and codecs checksums: aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba PyNaCl Homepage:
https://github.com/pyca/pynacl/ Version: 1.4.0 Description: Python binding to the Networking and Cryptography (NaCl) library modulename: nacl checksums: 54e9a2c849c742006516ad56a88f5c74bf2ce92c9f67435187c3c5953b346505 bcrypt Homepage:
https://github.com/pyca/bcrypt/ Version: 3.2.0 Description: Modern password hashing for your software and your servers checksums: 5b93c1726e50a93a033c36e5ca7fdcd29a5c7395af50a6892f5d9e7c6cfbfb29 paramiko Homepage:
https://paramiko.org Version: 2.7.1 Description: SSH2 protocol library checksums: 920492895db8013f6cc0179293147f830b8c7b21fdfc839b6bad760c27459d9f pyparsing Version: 2.4.7 Description: pyparsing module - Classes and methods to define and execute parsing grammars checksums: c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1 netifaces Homepage:
https://github.com/al45tair/netifaces Version: 0.10.9 Description: Portable network interface information. checksums: 2dee9ffdd16292878336a58d04a20f0ffe95555465fee7c9bd23b3490ef2abf3 netaddr Homepage:
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http://mock.readthedocs.org/en/latest/ Version: 4.0.2 Description: Rolling backport of unittest.mock for all Pythons checksums: dd33eb70232b6118298d516bbcecd26704689c386594f0f3c4f13867b2c56f72 pytz Homepage:
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https://joblib.readthedocs.io Version: 0.16.0 Description: Lightweight pipelining with Python functions checksums: 8f52bf24c64b608bf0b2563e0e47d6fcf516abc8cfafe10cfd98ad66d94f92d6 chardet Homepage:
https://github.com/chardet/chardet Version: 3.0.4 Description: Universal encoding detector for Python 3 checksums: 84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae certifi Homepage:
https://github.com/certifi/python-certifi Version: 2020.6.20 Description: Python package for providing Mozilla’s CA Bundle. checksums: 5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3 urllib3 Homepage:
https://urllib3.readthedocs.io/ Version: 1.25.10 Description: HTTP library with thread-safe connection pooling, file post, and more. checksums: 91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a requests Homepage:
https://requests.readthedocs.io Version: 2.24.0 Description: Python HTTP for Humans. checksums: b3559a131db72c33ee969480840fff4bb6dd111de7dd27c8ee1f820f4f00231b xlrd Homepage:
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https://github.com/ultrajson/ultrajson Version: 3.1.0 Description: Ultra fast JSON encoder and decoder for Python checksums: 00bda1de275ed6fe81817902189c75dfd156b4fa29b44dc1f4620775d2f50cf7 atomicwrites py Homepage:
https://py.readthedocs.io/ Version: 1.9.0 Description: library with cross-python path, ini-parsing, io, code, log facilities checksums: 9ca6883ce56b4e8da7e79ac18787889fa5206c79dcc67fb065376cd2fe03f342 scandir Homepage:
https://github.com/benhoyt/scandir Version: 1.10.0 Description: scandir, a better directory iterator and faster os.walk() checksums: 4d4631f6062e658e9007ab3149a9b914f3548cb38bfb021c64f39a025ce578ae pathlib2 Homepage:
https://github.com/jazzband/pathlib2 Version: 2.3.5 Description: Object-oriented filesystem paths checksums: 6cd9a47b597b37cc57de1c05e56fb1a1c9cc9fab04fe78c29acd090418529868 zipp Homepage:
https://github.com/jaraco/zipp Version: 3.1.0 Description: Backport of pathlib-compatible object wrapper for zip files checksums: c599e4d75c98f6798c509911d08a22e6c021d074469042177c8c86fb92eefd96 contextlib2 Homepage:
http://contextlib2.readthedocs.org Version: 0.6.0.post1 Description: Backports and enhancements for the contextlib module checksums: 01f490098c18b19d2bd5bb5dc445b2054d2fa97f09a4280ba2c5f3c394c8162e importlib_metadata pluggy Homepage:
https://github.com/pytest-dev/pluggy Version: 0.13.1 Description: plugin and hook calling mechanisms for python checksums: 15b2acde666561e1298d71b523007ed7364de07029219b604cf808bfa1c765b0 more-itertools Version: 8.4.0 Description: More routines for operating on iterables, beyond itertools checksums: 68c70cc7167bdf5c7c9d8f6954a7837089c6a36bf565383919bb595efb8a17e5 attrs Homepage:
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https://palletsprojects.com/p/click/ Version: 7.1.2 Description: Composable command line interface toolkit checksums: d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a psutil Homepage:
https://github.com/giampaolo/psutil Version: 5.7.2 Description: Cross-platform lib for process and system monitoring in Python. checksums: 90990af1c3c67195c44c9a889184f84f5b2320dce3ee3acbd054e3ba0b4a7beb future Homepage:
https://python-future.org Version: 0.18.2 Description: Clean single-source support for Python 3 and 2 checksums: b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d Dependencies binutils 2.34 bzip2 1.0.8 zlib 1.2.11 libreadline 8.0 ncurses 6.2 SQLite 3.32.3 XZ 5.2.5 GMP 6.2.0 libffi 3.3 OS Dependencies openssl-devel libssl-dev libopenssl-devel Python 3.8.6 | GCCcore 10.2.0 Python# Version: 3.8.6
Toolchain: GCCcore 10.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages pip Homepage:
https://pip.pypa.io/ Version: 20.2.3 Description: The PyPA recommended tool for installing Python packages. use_pip: False checksums: 30c70b6179711a7c4cf76da89e8a0f5282279dfb0278bec7b94134be92543b6d setuptools Homepage:
https://github.com/pypa/setuptools Version: 50.3.0 Description: Easily download, build, install, upgrade, and uninstall Python packages checksums: 39060a59d91cf5cf403fa3bacbb52df4205a8c3585e0b9ba4b30e0e19d4c4b18 wheel Version: 0.35.1 Description: A built-package format for Python checksums: 99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f nose Homepage:
http://readthedocs.org/docs/nose/ Version: 1.3.7 Description: nose extends unittest to make testing easier checksums: f1bffef9cbc82628f6e7d7b40d7e255aefaa1adb6a1b1d26c69a8b79e6208a98 blist Homepage:
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https://github.com/benjaminp/six Version: 1.15.0 Description: Python 2 and 3 compatibility utilities checksums: 30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259 toml Homepage:
https://github.com/uiri/toml Version: 0.10.1 Description: Python Library for Tom’s Obvious, Minimal Language checksums: 926b612be1e5ce0634a2ca03470f95169cf16f939018233a670519cb4ac58b0f setuptools_scm Homepage:
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https://github.com/dateutil/dateutil Version: 2.8.1 Description: Extensions to the standard Python datetime module modulename: dateutil checksums: 73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c decorator liac-arff Homepage:
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https://github.com/phihag/ipaddress Version: 1.0.23 Description: IPv4/IPv6 manipulation library checksums: b7f8e0369580bb4a24d5ba1d7cc29660a4a6987763faf1d8a8046830e020e7e2 asn1crypto Homepage:
https://github.com/wbond/asn1crypto Version: 1.4.0 Description: Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP checksums: f4f6e119474e58e04a2b1af817eb585b4fd72bdd89b998624712b5c99be7641c idna Version: 2.10 Description: Internationalized Domain Names in Applications (IDNA) checksums: b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6 pycparser cffi Homepage:
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Toolchain: GCCcore 10.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.36.1 bzip2 1.0.8 zlib 1.2.11 libreadline 8.1 ncurses 6.2 SQLite 3.35.4 XZ 5.2.5 libffi 3.3 OpenSSL 1.1 Build Dependencies Python 3.9.5 | GCCcore 10.3.0 Python# Version: 3.9.5
Toolchain: GCCcore 10.3.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages wheel Version: 0.36.2 Description: A built-package format for Python checksums: e11eefd162658ea59a60a0f6c7d493a7190ea4b9a85e335b33489d9f17e0245e setuptools Homepage:
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Toolchain: GCCcore 11.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Dependencies binutils 2.37 bzip2 1.0.8 zlib 1.2.11 libreadline 8.1 ncurses 6.2 SQLite 3.36 XZ 5.2.5 libffi 3.4.2 OpenSSL 1.1 Build Dependencies Python 3.9.6 | GCCcore 11.2.0 Python# Version: 3.9.6
Toolchain: GCCcore 11.2.0
Python is a programming language that lets you work more quickly and integrate your systems more effectively.
https://python.org/
Known Issues Included packages wheel Version: 0.36.2 Description: A built-package format for Python checksums: e11eefd162658ea59a60a0f6c7d493a7190ea4b9a85e335b33489d9f17e0245e setuptools Homepage:
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Toolchain: fosscuda 2019b
Bundle of Python packages for scientific software
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Toolchain: intel 2019b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.17.3 Description: Fundamental package for array computing in Python patches: numpy-1.12.0-mkl.patch checksums: a0678793096205a4d784bd99f32803ba8100f639cf3b932dc63b21621390ea7ef212296ed289eb1b4e3f703997499dee8a2cdd0af78b55e017477487b6377ca4 scipy Homepage:
https://scipy.org/ Version: 1.3.1 Description: Fundamental algorithms for scientific computing in Python checksums: 2643cfb46d97b7797d1dbdb6f3c23fe3402904e3c90e6facfe6a9b98d808c1b5 mpi4py numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.2 Description: Fast numerical expression evaluator for NumPy checksums: 7d1b3790103221feda07f4a93a4fa5c6654f46865197a677ca6f27eb5cb4e5ef Dependencies SciPy-bundle 2020.03-Python-3.8.2 | foss 2020a SciPy-bundle# 2020.03-Python-3.8.2
Toolchain: foss 2020a
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.18.3 Description: Fundamental package for array computing in Python checksums: e46e2384209c91996d5ec16744234d1c906ab79a701ce1a26155c9ec890b8dc8 scipy Homepage:
https://scipy.org/ Version: 1.4.1 Description: Fundamental algorithms for scientific computing in Python patches: scipy-1.4.1-fix-pthread.patch checksums: dee1bbf3a6c8f73b6b218cb28eed8dd13347ea2f87d572ce19b289d6fd3fbc594e2162a93caddce63a1aa2dfb6c181774a4f6615950e1d60c54bb4308fee3bb3 mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.0.3 Description: Python bindings for MPI checksums: 012d716c8b9ed1e513fcc4b18e5af16a8791f51e6d1716baccf988ad355c5a1f pandas Homepage:
https://pandas.pydata.org Version: 1.0.3 Description: Powerful data structures for data analysis, time series, and statistics checksums: 32f42e322fb903d0e189a4c10b75ba70d90958cc4f66a1781ed027f1a1d14586 mpmath Homepage:
http://mpmath.org/ Version: 1.1.0 Description: Python library for arbitrary-precision floating-point arithmetic checksums: fc17abe05fbab3382b61a123c398508183406fa132e0223874578e20946499f6 deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.8.2 pybind11 2.4.3 SciPy-bundle 2020.03-Python-3.8.2 | intel 2020a SciPy-bundle# 2020.03-Python-3.8.2
Toolchain: intel 2020a
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.18.3 Description: Fundamental package for array computing in Python patches: numpy-1.18.2-mkl.patch checksums: e46e2384209c91996d5ec16744234d1c906ab79a701ce1a26155c9ec890b8dc8ea25ad5c0148c1398d282f0424e642fb9815a1a80f4512659b018e2adc378bcf scipy Homepage:
https://scipy.org/ Version: 1.4.1 Description: Fundamental algorithms for scientific computing in Python patches: scipy-1.4.1-fix-pthread.patch checksums: dee1bbf3a6c8f73b6b218cb28eed8dd13347ea2f87d572ce19b289d6fd3fbc594e2162a93caddce63a1aa2dfb6c181774a4f6615950e1d60c54bb4308fee3bb3 mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.0.3 Description: Python bindings for MPI checksums: 012d716c8b9ed1e513fcc4b18e5af16a8791f51e6d1716baccf988ad355c5a1f pandas Homepage:
https://pandas.pydata.org Version: 1.0.3 Description: Powerful data structures for data analysis, time series, and statistics checksums: 32f42e322fb903d0e189a4c10b75ba70d90958cc4f66a1781ed027f1a1d14586 mpmath Homepage:
http://mpmath.org/ Version: 1.1.0 Description: Python library for arbitrary-precision floating-point arithmetic checksums: fc17abe05fbab3382b61a123c398508183406fa132e0223874578e20946499f6 deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.8.2 pybind11 2.4.3 SciPy-bundle 2020.11 | foss 2020b SciPy-bundle# Version: 2020.11
Toolchain: foss 2020b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.19.4 Description: Fundamental package for array computing in Python patches: numpy-1.19.4_skip-ppc-long-complex-test.patch checksums: 141ec3a3300ab89c7f2b0775289954d193cc8edb621ea05f99db9cb18153051231f4e64c9335edc1ae5a99cf22adf43147f3526847cca79d0e16a863a8c4da32 scipy Homepage:
https://scipy.org/ Version: 1.5.4 Description: Fundamental algorithms for scientific computing in Python checksums: 4a453d5e5689de62e5d38edf40af3f17560bfd63c9c5bd228c18c1f99afa155b mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.0.3 Description: Python bindings for MPI checksums: 012d716c8b9ed1e513fcc4b18e5af16a8791f51e6d1716baccf988ad355c5a1f numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.1 Description: Fast numerical expression evaluator for NumPy checksums: b0d239d9827e1bcee08344fd05835823bc60aff97232e35a928214d03ff802b1 Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.2 Description: Fast NumPy array functions written in C checksums: 20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573 pandas Homepage:
https://pandas.pydata.org Version: 1.1.4 Description: Powerful data structures for data analysis, time series, and statistics checksums: a979d0404b135c63954dea79e6246c45dd45371a88631cdbb4877d844e6de3b6 mpmath Homepage:
http://mpmath.org/ Version: 1.1.0 Description: Python library for arbitrary-precision floating-point arithmetic checksums: fc17abe05fbab3382b61a123c398508183406fa132e0223874578e20946499f6 deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.8.6 pybind11 2.6.0 Build Dependencies SciPy-bundle 2020.11 | fosscuda 2020b SciPy-bundle# Version: 2020.11
Toolchain: fosscuda 2020b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.19.4 Description: Fundamental package for array computing in Python patches: numpy-1.19.4_skip-ppc-long-complex-test.patch checksums: 141ec3a3300ab89c7f2b0775289954d193cc8edb621ea05f99db9cb18153051231f4e64c9335edc1ae5a99cf22adf43147f3526847cca79d0e16a863a8c4da32 scipy Homepage:
https://scipy.org/ Version: 1.5.4 Description: Fundamental algorithms for scientific computing in Python checksums: 4a453d5e5689de62e5d38edf40af3f17560bfd63c9c5bd228c18c1f99afa155b mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.0.3 Description: Python bindings for MPI checksums: 012d716c8b9ed1e513fcc4b18e5af16a8791f51e6d1716baccf988ad355c5a1f numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.1 Description: Fast numerical expression evaluator for NumPy checksums: b0d239d9827e1bcee08344fd05835823bc60aff97232e35a928214d03ff802b1 Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.2 Description: Fast NumPy array functions written in C checksums: 20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573 pandas Homepage:
https://pandas.pydata.org Version: 1.1.4 Description: Powerful data structures for data analysis, time series, and statistics checksums: a979d0404b135c63954dea79e6246c45dd45371a88631cdbb4877d844e6de3b6 mpmath Homepage:
http://mpmath.org/ Version: 1.1.0 Description: Python library for arbitrary-precision floating-point arithmetic checksums: fc17abe05fbab3382b61a123c398508183406fa132e0223874578e20946499f6 deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.8.6 pybind11 2.6.0 Build Dependencies SciPy-bundle 2021.05 | foss 2021a SciPy-bundle# Version: 2021.05
Toolchain: foss 2021a
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.20.3 Description: Fundamental package for array computing in Python patches: numpy-1.20.3_skip-ppc-long-complex-test.patchnumpy-1.20.3_xfail-test-nan.patchnumpy-1.20.3_fix-target-test-ccompiler-opt.patch checksums: e55185e51b18d788e49fe8305fd73ef4470596b33fc2c1ceb304566b99c71a692f9a12e3a352b39076db84a7622fc8f4796abd3cb7f97f71958a495e864659a4f0ce961f7d79551598e23050d92f46e827e300f6a7e5a6112e58efcc10385d4d3d84e8b7d48387778974a5f6ae342a690ab5989547206b6add9d9667f8d7572a scipy Homepage:
https://scipy.org/ Version: 1.6.3 Description: Fundamental algorithms for scientific computing in Python checksums: a75b014d3294fce26852a9d04ea27b5671d86736beb34acdfc05859246260707 mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.0.3 Description: Python bindings for MPI checksums: 012d716c8b9ed1e513fcc4b18e5af16a8791f51e6d1716baccf988ad355c5a1f numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.3 Description: Fast numerical expression evaluator for NumPy checksums: 43616529f9b7d1afc83386f943dc66c4da5e052f00217ba7e3ad8dd1b5f3a825 Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.2 Description: Fast NumPy array functions written in C checksums: 20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573 pandas Homepage:
https://pandas.pydata.org Version: 1.2.4 Description: Powerful data structures for data analysis, time series, and statistics preinstallopts: sed -i 's@extra_compile_args = \["-Werror"\]@extra_compile_args = []@g' setup.py &&
checksums: 649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279 mpmath Homepage:
http://mpmath.org/ Version: 1.2.1 Description: Python library for arbitrary-precision floating-point arithmetic checksums: 79ffb45cf9f4b101a807595bcb3e72e0396202e0b1d25d689134b48c4216a81a deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.9.5 pybind11 2.6.2 Build Dependencies SciPy-bundle 2021.10 | foss 2021b SciPy-bundle# Version: 2021.10
Toolchain: foss 2021b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.21.3 Description: Fundamental package for array computing in Python patches: numpy-1.20.3_skip-ppc-long-complex-test.patch checksums: 63571bb7897a584ca3249c86dd01c10bcb5fe4296e3568b2e9c1a55356b6410e2f9a12e3a352b39076db84a7622fc8f4796abd3cb7f97f71958a495e864659a4 ply Homepage:
http://www.dabeaz.com/ply/ Version: 3.11 Description: Python Lex & Yacc checksums: 00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3 gast beniget pythran scipy Homepage:
https://scipy.org/ Version: 1.7.1 Description: Fundamental algorithms for scientific computing in Python checksums: 6b47d5fa7ea651054362561a28b1ccc8da9368a39514c1bbf6c0977a1c376764 mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.1.1 Description: Python bindings for MPI checksums: e11f8587a3b93bb24c8526addec664b586b965d83c0882b884c14dc3fd6b9f5c numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.3 Description: Fast numerical expression evaluator for NumPy checksums: 43616529f9b7d1afc83386f943dc66c4da5e052f00217ba7e3ad8dd1b5f3a825 Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.2 Description: Fast NumPy array functions written in C checksums: 20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573 pandas Homepage:
https://pandas.pydata.org Version: 1.3.4 Description: Powerful data structures for data analysis, time series, and statistics preinstallopts: sed -i 's@extra_compile_args = \["-Werror"\]@extra_compile_args = []@g' setup.py &&
checksums: a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc mpmath Homepage:
http://mpmath.org/ Version: 1.2.1 Description: Python library for arbitrary-precision floating-point arithmetic checksums: 79ffb45cf9f4b101a807595bcb3e72e0396202e0b1d25d689134b48c4216a81a deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.9.6 pybind11 2.7.1 Build Dependencies hypothesis 6.14.6 UnZip 6.0 SciPy-bundle 2021.10 | intel 2021b SciPy-bundle# Version: 2021.10
Toolchain: intel 2021b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.21.3 Description: Fundamental package for array computing in Python patches: numpy-1.18.2-mkl.patchnumpy-1.20.3_disable-broken-override-test.patchnumpy-1.20.3_disable_fortran_callback_test.patch checksums: 63571bb7897a584ca3249c86dd01c10bcb5fe4296e3568b2e9c1a55356b6410eea25ad5c0148c1398d282f0424e642fb9815a1a80f4512659b018e2adc378bcf43cc2e675c52db1776efcc6c84ebd5fc008b48e6355c81087420d5e790e4af9b44975a944544fd0e771b7e63c32590d257a3713070f8f7fdf60105dc516f1d75 ply Homepage:
http://www.dabeaz.com/ply/ Version: 3.11 Description: Python Lex & Yacc checksums: 00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3 gast beniget pythran scipy Homepage:
https://scipy.org/ Version: 1.7.1 Description: Fundamental algorithms for scientific computing in Python checksums: 6b47d5fa7ea651054362561a28b1ccc8da9368a39514c1bbf6c0977a1c376764 prebuildopts: export SCIPY_USE_PYTHRAN=0 && preinstallopts: export SCIPY_USE_PYTHRAN=0 &&
mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.1.1 Description: Python bindings for MPI checksums: e11f8587a3b93bb24c8526addec664b586b965d83c0882b884c14dc3fd6b9f5c numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.7.3 Description: Fast numerical expression evaluator for NumPy checksums: 43616529f9b7d1afc83386f943dc66c4da5e052f00217ba7e3ad8dd1b5f3a825 Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.2 Description: Fast NumPy array functions written in C checksums: 20179f0b66359792ea283b69aa16366419132f3b6cf3adadc0c48e2e8118e573 pandas Homepage:
https://pandas.pydata.org Version: 1.3.4 Description: Powerful data structures for data analysis, time series, and statistics preinstallopts: sed -i 's@extra_compile_args = \["-Werror"\]@extra_compile_args = []@g' setup.py &&
checksums: a2aa18d3f0b7d538e21932f637fbfe8518d085238b429e4790a35e1e44a96ffc mpmath Homepage:
http://mpmath.org/ Version: 1.2.1 Description: Python library for arbitrary-precision floating-point arithmetic checksums: 79ffb45cf9f4b101a807595bcb3e72e0396202e0b1d25d689134b48c4216a81a deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f Dependencies Python 3.9.6 pybind11 2.7.1 Build Dependencies hypothesis 6.14.6 UnZip 6.0 SciPy-bundle 2022.05 | foss 2021b SciPy-bundle# Version: 2022.05
Toolchain: foss 2021b
Bundle of Python packages for scientific software
https://python.org/
Known Issues Included packages numpy Homepage:
https://www.numpy.org Version: 1.22.3 Description: Fundamental package for array computing in Python patches: numpy-1.20.3_disable_fortran_callback_test.patchnumpy-1.22.3_disable-broken-override-test.patch checksums: dbc7601a3b7472d559dc7b933b18b4b66f9aa7452c120e87dfb33d02008c8a1844975a944544fd0e771b7e63c32590d257a3713070f8f7fdf60105dc516f1d759c589bb073b28b25ff45eb3c63c57966aa508dd8b318d0b885b6295271e4983c ply Homepage:
http://www.dabeaz.com/ply/ Version: 3.11 Description: Python Lex & Yacc checksums: 00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3 gast beniget pythran scipy Homepage:
https://scipy.org/ Version: 1.8.1 Description: Fundamental algorithms for scientific computing in Python prebuildopts: export SCIPY_USE_PYTHRAN=0 && preinstallopts: export SCIPY_USE_PYTHRAN=0 &&
checksums: 9e3fb1b0e896f14a85aa9a28d5f755daaeeb54c897b746df7a55ccb02b340f33 mpi4py Homepage:
https://github.com/mpi4py/mpi4py/ Version: 3.1.3 Description: Python bindings for MPI checksums: f1e9fae1079f43eafdd9f817cdb3fd30d709edc093b5d5dada57a461b2db3008 numexpr Homepage:
https://github.com/pydata/numexpr Version: 2.8.1 Description: Fast numerical expression evaluator for NumPy checksums: cd779aa44dd986c4ef10163519239602b027be06a527946656207acf1f58113b Bottleneck Homepage:
https://github.com/pydata/bottleneck Version: 1.3.4 Description: Fast NumPy array functions written in C checksums: 1764a7f4ad58c558723c542847eb367ab0bbb6d880a4e5d5eef30a0ece5cecea pandas Homepage:
https://pandas.pydata.org Version: 1.4.2 Description: Powerful data structures for data analysis, time series, and statistics preinstallopts: sed -i 's@extra_compile_args = \["-Werror"\]@extra_compile_args = []@g' setup.py &&
checksums: 92bc1fc585f1463ca827b45535957815b7deb218c549b7c18402c322c7549a12 mpmath Homepage:
http://mpmath.org/ Version: 1.2.1 Description: Python library for arbitrary-precision floating-point arithmetic checksums: 79ffb45cf9f4b101a807595bcb3e72e0396202e0b1d25d689134b48c4216a81a deap Homepage:
https://www.github.com/deap Version: 1.3.1 Description: Distributed Evolutionary Algorithms in Python patches: deap-1.3.1_no_2to3.patch checksums: 11f54493ceb54aae10dde676577ef59fc52d52f82729d5a12c90b0813c857a2f3fa9fac74b0750ac6667371ce0634c797d62d270c76eee9c258b55f4a5a5e689 Dependencies Python 3.10.4 pybind11 2.9.2 Build Dependencies hypothesis 6.46.7 UnZip 6.0