parallelworkloads

A Python port of the Workload Model proposed by Lublin & Feitelson.

The following code shows how to use it:

from parallelworkloads import lublin99
w = lublin99.Lublin99(1, 2)  # Will use both batch and interactive jobs
w.numJobs=4  # will generate four jobs
w.generate()  # The four generated jobs are shown below

[SwfJob(jobId=1, submissionTime=103, waitTime=-1, runTime=12379,
allocProcs=16, avgCpuUsage=-1, usedMem=-1, reqProcs=-1, reqTime=-1,
reqMem=-1, status=1, userId=-1, groupId=-1, executable=-1, queueNum=1,
partNum=-1, precedingJob=-1, thinkTime=-1),

SwfJob(jobId=2, submissionTime=3089, waitTime=-1, runTime=177,
allocProcs=16, avgCpuUsage=-1, usedMem=-1, reqProcs=-1, reqTime=-1,
reqMem=-1, status=1, userId=-1, groupId=-1, executable=-1, queueNum=1,
partNum=-1, precedingJob=-1, thinkTime=-1),

SwfJob(jobId=3, submissionTime=3150, waitTime=-1, runTime=10, allocProcs=2,
avgCpuUsage=-1, usedMem=-1, reqProcs=-1, reqTime=-1, reqMem=-1, status=1,
userId=-1, groupId=-1, executable=-1, queueNum=0, partNum=-1,
precedingJob=-1, thinkTime=-1),

SwfJob(jobId=4, submissionTime=3172, waitTime=-1, runTime=7,
allocProcs=32, avgCpuUsage=-1, usedMem=-1, reqProcs=-1, reqTime=-1,
reqMem=-1, status=1, userId=-1, groupId=-1, executable=-1, queueNum=0,
partNum=-1, precedingJob=-1, thinkTime=-1)]

User runtime estimates

parallelworkloads also supports generating runtime estimates based on the model proposed by Dan Tsafrir in 2005. For the model to work, it needs at least 200 jobs. Here’s an example continuing the previous one:

from parallelworkloads import tsafrir05

w.numJobs = 200
jobs = w.generate()
print('Original requested time of first job:', jobs[0].reqTime)
t = tsafrir05.Tsafrir05(jobs)
jobs = t.generate(jobs)
print('Generated requested time of first job:', jobs[0].reqTime)

Which gives as output:

Original requested time: -1
Generated requested time: 22962.0

Metadata

Release files for parallelworkloads 0.1.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for parallelworkloads 0.1.3
File	Size	Uploaded
parallelworkloads-0.1.3.tar.gz	3.2 kB	Mar 15, 2022	Details

Built distributions (wheels)

Table of built distributions (wheels) for parallelworkloads 0.1.3
File	Interpreter	ABI	Platform	Reset
parallelworkloads-0.1.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.0 MB Mar 15, 2022	PyPy 3.8	PyPy 3.8 7.3	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.0 MB Mar 15, 2022	PyPy 3.8	PyPy 3.8 7.3	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
parallelworkloads-0.1.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl 213.0 kB Mar 15, 2022	PyPy 3.8	PyPy 3.8 7.3	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.0 MB Mar 15, 2022	PyPy 3.7	PyPy 3.7 7.3	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 967.6 kB Mar 15, 2022	PyPy 3.7	PyPy 3.7 7.3	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
parallelworkloads-0.1.3-pp37-pypy37_pp73-macosx_10_9_x86_64.whl 96.3 kB Mar 15, 2022	PyPy 3.7	PyPy 3.7 7.3	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-cp310-cp310-musllinux_1_1_x86_64.whl 1.5 MB Mar 15, 2022	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
parallelworkloads-0.1.3-cp310-cp310-musllinux_1_1_i686.whl 1.5 MB Mar 15, 2022	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-32	Details
parallelworkloads-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 930.9 kB Mar 15, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 890.0 kB Mar 15, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32	Details
parallelworkloads-0.1.3-cp310-cp310-macosx_10_9_x86_64.whl 120.2 kB Mar 15, 2022	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-cp39-cp39-musllinux_1_1_x86_64.whl 1.5 MB Mar 15, 2022	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
parallelworkloads-0.1.3-cp39-cp39-musllinux_1_1_i686.whl 1.5 MB Mar 15, 2022	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-32	Details
parallelworkloads-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 927.9 kB Mar 15, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 887.0 kB Mar 15, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
parallelworkloads-0.1.3-cp39-cp39-macosx_10_9_x86_64.whl 120.2 kB Mar 15, 2022	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_x86_64.whl 1.5 MB Mar 15, 2022	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-64	Details
parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_i686.whl 1.5 MB Mar 15, 2022	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-32	Details
parallelworkloads-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 928.0 kB Mar 15, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 888.2 kB Mar 15, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32	Details
parallelworkloads-0.1.3-cp38-cp38-macosx_10_9_x86_64.whl 119.3 kB Mar 15, 2022	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_x86_64.whl 1.4 MB Mar 15, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.1+ x86-64	Details
parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_i686.whl 1.4 MB Mar 15, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.1+ x86-32	Details
parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 889.4 kB Mar 15, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 850.5 kB Mar 15, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
parallelworkloads-0.1.3-cp37-cp37m-macosx_10_9_x86_64.whl 119.3 kB Mar 15, 2022	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details
parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_x86_64.whl 1.4 MB Mar 15, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux musl 1.1+ x86-64	Details
parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_i686.whl 1.4 MB Mar 15, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux musl 1.1+ x86-32	Details
parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 889.6 kB Mar 15, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.17+ x86-64	Details
parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 850.0 kB Mar 15, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
parallelworkloads-0.1.3-cp36-cp36m-macosx_10_9_x86_64.whl 119.5 kB Mar 15, 2022	CPython 3.6	CPython 3.6 pymalloc	macOS 10.9+ x86-64	Details

Total release size: 28.5 MB

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Tags	CPython 3.9 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`a27c6dd66b7eb70854a83b397aae2475b3a1ee78c94a337fa3281a5d72d2d231`
BLAKE2b-256 checksum How to use checksums	`a9bb1a70622d7725a8ffb00b10697f2b28fd96c8fbd042a04b4acea70961ba97`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp39-cp39-musllinux_1_1_i686.whl

Download URL	parallelworkloads-0.1.3-cp39-cp39-musllinux_1_1_i686.whl
Size	1.5 MB
Tags	CPython 3.9 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`fad0de69e95943642da146db8fd7e474c33bbbc75407fa7bf4e07caa19b9f26d`
BLAKE2b-256 checksum How to use checksums	`5567256fe40c3aaed3f255e39198f804dc5dd4013e33a9c8e9ca80998a2506c1`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	927.9 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`eb4f8957b1b3a589ca3b7c12dfe217fad81fb2d9f2435a694bee00170ea145fd`
BLAKE2b-256 checksum How to use checksums	`57d13a1d2af7885a191bbe683058ece2be045a9ce054a00b04b2272c663c771d`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	parallelworkloads-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	887.0 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`0e4b1f97474dccd84a2de161050f44a380d9da2fdf5cde34ae9b8dca912c235a`
BLAKE2b-256 checksum How to use checksums	`b56d3f49c6fe6d728b59e9e4ae0d1f776efcde63521cd6718319efc3471939dc`
Upload date	Mar 15, 2022
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Release files / parallelworkloads-0.1.3-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp39-cp39-macosx_10_9_x86_64.whl
Size	120.2 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`67da8396a53424f652401e64ae6efd11f0f28c32100839d5556b4c713cdae16e`
BLAKE2b-256 checksum How to use checksums	`3431eea3abc5587e60e029d60af4a2c4246ddf35214e5d9dfdb8cb98ae4fa6d1`
Upload date	Mar 15, 2022
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Release files / parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_x86_64.whl
Size	1.5 MB
Tags	CPython 3.8 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`2b40b4bee01238c8916e7099039f30a733eec86fa3cefde1b00041e30e9938f4`
BLAKE2b-256 checksum How to use checksums	`872d49208aa1ffcb9df22c93466482e16bcff039a560d5b8fc68c6db4450a4d1`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_i686.whl

Download URL	parallelworkloads-0.1.3-cp38-cp38-musllinux_1_1_i686.whl
Size	1.5 MB
Tags	CPython 3.8 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`0b437811118810c9a39b36fdaebb118451eae32baf7afe8f623cf075802b702b`
BLAKE2b-256 checksum How to use checksums	`fb01f88ed0ee3f279b66ad46cc5fa3fc5d991c843a90cc129ee89ba3b85486b3`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	928.0 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`63a1b68c155243dabc7a280195553eb48e748a128cd57b5e677f5d891bd7a775`
BLAKE2b-256 checksum How to use checksums	`82746b9c19681c64e615e2dc09d2e5bd829f95b395c07af1c2016111c20aaf5d`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	parallelworkloads-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	888.2 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`22f1c0c9932a7ef9b6b67b89a5767298ac14db6dffd983a39f12f1956c0c8c76`
BLAKE2b-256 checksum How to use checksums	`ec3b5469d50669d7abea67005314520d5cb15e5ee5b0ff43d49006777a65598a`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp38-cp38-macosx_10_9_x86_64.whl
Size	119.3 kB
Tags	CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`efd2460a7e35d84fc2947671b870ff06bb78e9e91ff4d9dac79681ae25a96f71`
BLAKE2b-256 checksum How to use checksums	`d56852eb9ea6023566bd963b80433b35cc89908e700f74cea4702d9c97ab1b8f`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_x86_64.whl
Size	1.4 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`7e2cfc9c0c432527a99e0d7164dc3d43d2250d8fb9b6f860ac019babb808aa32`
BLAKE2b-256 checksum How to use checksums	`b83e27c7ef0ffdb6ff6af471c2de306756e9c432c174aea55ea6726dea99d2ea`
Upload date	Mar 15, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_i686.whl

Download URL	parallelworkloads-0.1.3-cp37-cp37m-musllinux_1_1_i686.whl
Size	1.4 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`8a959ffda27692f71c3429e23a237defdb5ad9b7878cda16fbdf4f7c48435c36`
BLAKE2b-256 checksum How to use checksums	`3ef122678b0ab320cb2eaa63cd87727ac496c7c69eb00e0a6d2d9729cda879da`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	889.4 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`f9233801c35a7479883a7e476ce9d13eea2500b55e48a5dfd1a8ed7f586c0b68`
BLAKE2b-256 checksum How to use checksums	`7e4fea9376083da0b6ba94e34345d61151cb7cc56ab5bcf1868fc21565a0877b`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	parallelworkloads-0.1.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	850.5 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`93a8a91595bc9c8583f4638bc9637fc3ec8c378ffbb3cc848633998580c59b24`
BLAKE2b-256 checksum How to use checksums	`cf32d4914c0c29c4da8f71299c6202cf2c62a9ac3261ae196362ef1694bde0e2`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp37-cp37m-macosx_10_9_x86_64.whl
Size	119.3 kB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`8f191aedb3d525abea29f3211b1651a558adea1729e9470eab2aa82739c0c46b`
BLAKE2b-256 checksum How to use checksums	`8f587d9724d45fa5b060b1eb972984fcd5bc7e3ba790ccf2ec30302904626fb1`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_x86_64.whl
Size	1.4 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`129aa2eb863fd70e55e0c3796832f9ae51f65b31318ee97fbebf58682151bed8`
BLAKE2b-256 checksum How to use checksums	`ff0b09b9238e82d123ab70cd42744713ae574895b0139cf8677e68c949b47035`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_i686.whl

Download URL	parallelworkloads-0.1.3-cp36-cp36m-musllinux_1_1_i686.whl
Size	1.4 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`7d0bace52a26e1890fdbe018c638bd2b40268277a8bf342f3b458d0cbacb2c9b`
BLAKE2b-256 checksum How to use checksums	`fc2a40a9a06647b63d158d762f1ecca06aacaf125e6dfd53c339eb671a35b278`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	889.6 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`9bac00562b7b16ea224904ee6c7cbe3349d498ec31caa1513771732805a10a23`
BLAKE2b-256 checksum How to use checksums	`bc45c38a0c5a573b700131fa05a9a8953b54cc2cd72f3559a88a5b63c3b1a068`
Upload date	Mar 15, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	parallelworkloads-0.1.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	850.0 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`ac77ec5cccde17d2b5214d5126f7c50e35cdc83d8a74fae9b9bafe66beed1aa1`
BLAKE2b-256 checksum How to use checksums	`a5e8f207d418513c795ebfdf447cf9b8bea33726c3f3dc535a5ca8340557db0e`
Upload date	Mar 15, 2022
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Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release files / parallelworkloads-0.1.3-cp36-cp36m-macosx_10_9_x86_64.whl

Download URL	parallelworkloads-0.1.3-cp36-cp36m-macosx_10_9_x86_64.whl
Size	119.5 kB
Tags	CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`d270e2f84f973c1a1ecad439d9aff3ff28acd15f7be8799ffb197787e0b782d4`
BLAKE2b-256 checksum How to use checksums	`3962a7b58c4482ba52877b5bea2804a01f3c3bceb1f8f9bfb0e5b19b6170d6c7`
Upload date	Mar 15, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.27.1 requests-toolbelt/0.9.1 urllib3/1.26.8 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.9.10`

Release history Release notifications | RSS feed

This release

0.1.3 This release

Mar 15, 2022 32 release files

0.1.2

Feb 2, 2021 24 release files

0.1.1

Dec 16, 2020 24 release files

0.1.0

Dec 7, 2020 30 release files

parallelworkloads 0.1.3