parsl

Parsl - a Python parallel scripting library

https://github.com/parsl/parsl

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
✓
Committers with academic emails
27 of 91 committers (29.7%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (10.9%) to scientific vocabulary

Keywords

hacktoberfest

Keywords from Contributors

chemistry mpi materials-science geometry computational-chemistry standardization

Last synced: 6 months ago · JSON representation ·

Repository

Parsl - a Python parallel scripting library

Basic Info

Host: GitHub
Owner: Parsl
License: apache-2.0
Language: Python
Default Branch: master
Homepage: http://parsl-project.org
Size: 24.6 MB

Statistics

Stars: 577
Watchers: 27
Forks: 207
Open Issues: 478
Releases: 0

Topics

hacktoberfest

Created over 9 years ago · Last pushed 6 months ago

Metadata Files

Readme Contributing License Citation Codemeta

README.rst

Parsl - Parallel Scripting Library
==================================
|licence| |docs| |NSF-1550588| |NSF-1550476| |NSF-1550562| |NSF-1550528| |NumFOCUS| |CZI-EOSS| 

Parsl extends parallelism in Python beyond a single computer.

You can use Parsl
`just like Python's parallel executors `_
but across *multiple cores and nodes*.
However, the real power of Parsl is in expressing multi-step workflows of functions.
Parsl lets you chain functions together and will launch each function as inputs and computing resources are available.

.. code-block:: python

    import parsl
    from parsl import python_app


    # Make functions parallel by decorating them
    @python_app
    def f(x):
        return x + 1

    @python_app
    def g(x, y):
        return x + y

    # Start Parsl on a single computer
    with parsl.load():
        # These functions now return Futures
        future = f(1)
        assert future.result() == 2

        # Functions run concurrently, can be chained
        f_a, f_b = f(2), f(3)
        future = g(f_a, f_b)
        assert future.result() == 7


Start with the `configuration quickstart `_ to learn how to tell Parsl how to use your computing resource,
then explore the `parallel computing patterns `_ to determine how to use parallelism best in your application.

.. |licence| image:: https://img.shields.io/badge/License-Apache%202.0-blue.svg
   :target: https://github.com/Parsl/parsl/blob/master/LICENSE
   :alt: Apache Licence V2.0
.. |docs| image:: https://readthedocs.org/projects/parsl/badge/?version=stable
   :target: http://parsl.readthedocs.io/en/stable/?badge=stable
   :alt: Documentation Status
.. |NSF-1550588| image:: https://img.shields.io/badge/NSF-1550588-blue.svg
   :target: https://nsf.gov/awardsearch/showAward?AWD_ID=1550588
   :alt: NSF award info
.. |NSF-1550476| image:: https://img.shields.io/badge/NSF-1550476-blue.svg
   :target: https://nsf.gov/awardsearch/showAward?AWD_ID=1550476
   :alt: NSF award info
.. |NSF-1550562| image:: https://img.shields.io/badge/NSF-1550562-blue.svg
   :target: https://nsf.gov/awardsearch/showAward?AWD_ID=1550562
   :alt: NSF award info
.. |NSF-1550528| image:: https://img.shields.io/badge/NSF-1550528-blue.svg
   :target: https://nsf.gov/awardsearch/showAward?AWD_ID=1550528
   :alt: NSF award info
.. |NSF-1550475| image:: https://img.shields.io/badge/NSF-1550475-blue.svg
   :target: https://nsf.gov/awardsearch/showAward?AWD_ID=1550475
   :alt: NSF award info
.. |CZI-EOSS| image:: https://chanzuckerberg.github.io/open-science/badges/CZI-EOSS.svg
   :target: https://czi.co/EOSS
   :alt: CZI's Essential Open Source Software for Science
.. |NumFOCUS| image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
    :target: https://numfocus.org
    :alt: Powered by NumFOCUS

   
Quickstart
==========

Install Parsl using pip::

    $ pip3 install parsl

To run the Parsl tutorial notebooks you will need to install Jupyter::

    $ pip3 install jupyter

Detailed information about setting up Jupyter with Python is available `here `_

Note: Parsl uses an opt-in model to collect usage statistics for reporting and improvement purposes. To understand what stats are collected and enable collection please refer to the `usage tracking guide `__

Documentation
=============

The complete parsl documentation is hosted `here `_.

The Parsl tutorial is hosted on live Jupyter notebooks `here `_


For Developers
--------------

1. Download Parsl::

    $ git clone https://github.com/Parsl/parsl


2. Build and Test::

    $ cd parsl # navigate to the root directory of the project
    $ make   # show all available makefile targets
    $ make virtualenv # create a virtual environment
    $ source .venv/bin/activate # activate the virtual environment
    $ make deps # install python dependencies from test-requirements.txt
    $ make test # make (all) tests. Run "make config_local_test" for a faster, smaller test set.
    $ make clean # remove virtualenv and all test and build artifacts

3. Install::

    $ cd parsl # only if you didn't enter the top-level directory in step 2 above
    $ python3 setup.py install

4. Use Parsl!

Requirements
============

Parsl is supported in Python 3.9+. Requirements can be found `here `_. Requirements for running tests can be found `here `_.

Code of Conduct
===============

Parsl seeks to foster an open and welcoming environment - Please see the `Parsl Code of Conduct `_ for more details.

Contributing
============

We welcome contributions from the community. Please see our `contributing guide `_.

Owner

Name: Parallel Scripting Library
Login: Parsl
Kind: organization
Email: parsl@googlegroups.com
Location: Based at the University of Chicago, Argonne National Laboratory and UIUC

Website: parsl.readthedocs.io
Repositories: 8
Profile: https://github.com/Parsl

Parsl: Enabling easy parallelism on clusters, clouds and supercomputers.

Citation (CITATION.cff)

cff-version: 1.1.0
message: "If you use this software in your work, please cite it using the following metadata."
authors:
- family-names: "Nand Babuji"
  given-names: "Yadu"
  orcid: https://orcid.org/0000-0002-9162-6003
- family-names: "Clifford"
  given-names: "Ben"
  orcid: https://orcid.org/0000-0001-6397-7239
- family-names: "Woodard"
  given-names: "Anna"
  orcid: https://orcid.org/0000-0002-8640-5417
- family-names: "Li"
  given-names: "Zhuozhao"
  orcid: https://orcid.org/0000-0003-1903-6428
- family-names: "Chard"
  given-names: "Kyle"
  orcid: https://orcid.org/0000-0002-7370-4805
- family-names: "Katz"
  given-names: "Daniel S."
  orcid: https://orcid.org/0000-0001-5934-7525
- family-names: "Wilde"
  given-names: "Michael"
  orcid: https://orcid.org/0000-0001-6660-6206
- family-names: "Wozniak"
  given-names: "Justin"
  orcid: https://orcid.org/0000-0002-2441-2048
- family-names: "Foster"
  given-names: "Ian"
  orcid: https://orcid.org/0000-0003-2129-5269
- family-names: "Glick"
  given-names: "Benjamin"
  orcid: https://orcid.org/0000-0002-0762-2684
- family-names: "Rowland"
  given-names: "Kelly L."
  orcid: https://orcid.org/0000-0001-5147-0051
- family-names: "Pigg"
  given-names: "Connor"
- family-names: "Lacinski"
  given-names: "Lukasz"
- family-names: "Garrido"
  given-names: "Juan David"
- family-names: "Hategan"
  given-names: "Mihael"
- family-names: "Tovar"
  given-names: "Benjamin"
- family-names: "Gray"
  given-names: "Lindsey"
- family-names: "Shaffer"
  given-names: "Tim"
- family-names: "Ward"
  given-names: "Logan"
- family-names: "Heise"
  given-names: "David"
- family-names: "Chard"
  given-names: "Ryan"
- family-names: "Summer"
  given-names: "Ted"
- family-names: "Dasso"
  given-names: "TJ"
- family-names: "Hayhurst"
  given-names: "Lyle"
- family-names: "Moon"
  given-names: "Joseph"
- family-names: "Perera"
  given-names: "Akila Ravihansa"
- family-names: "Lentner"
  given-names: "Geoffrey"
- family-names: "Nagaitsev"
  given-names: "Kir"
- family-names: "Corbett"
  given-names: "James"
- family-names: "Lewis"
  given-names: "Monica D."
- family-names: "Thain"
  given-names: "Douglas"
- family-names: "Khodygo"
  given-names: "Vladimir"
- family-names: "Hayes"
  given-names: "Alex"
- family-names: "Litteken"
  given-names: "Andrew"
- family-names: "Schwarting"
  given-names: "Marcus"
- family-names: "Skluzacek"
  given-names: "Tyler J."
- family-names: "Kowalik"
  given-names: "Kacper"
- family-names: "Baker"
  given-names: "Joseph L."
- family-names: "Wayne"
  given-names: "Mitchell R."
- family-names: "Griffith"
  given-names: "Joel"
- family-names: "Hoven"
  given-names: "John"
- family-names: "Fialho"
  given-names: "Raphael"
- family-names: "Lindberg"
  given-names: "Gerrick"
- family-names: "Rao"
  given-names: "Yongyan"
- family-names: "Hurtado"
  given-names: "Kenyi"
- family-names: "Miglani"
  given-names: "Sohit"
- family-names: "Arslan"
  given-names: "Engin"
- family-names: "Govoni"
  given-names: "Darren"
- family-names: "Galewsky"
  given-names: "Ben"
- family-names: "Bilke"
  given-names: "Lars"
title: "parsl"
version: 1.1.0
date-released: 2021-04-26

CodeMeta (codemeta.json)

{
  "@context": [
    "https://doi.org/10.5063/schema/codemeta-2.0",
    "http://schema.org"
  ],
  "@type": "SoftwareSourceCode",
  "identifier": "parsl",
  "name": "parsl",
  "version": "0.6.1",
  "description": "Simple data dependent workflows in Python",
  "license": "OSI Approved :: Apache Software License",
  "author": [
    {
      "@id": "http://orcid.org/0000-0002-9162-6003",
      "@type": "Person",
      "givenName": "Yadu",
      "familyName": "Nand Babuji",
      "email": "yadu@uchicago.edu"
    },
    {
      "@id": "http://orcid.org/0000-0002-8640-5417",
      "@type": "Person",
      "givenName": "Anna",
      "familyName": "Woodard",
      "email": "annawoodard@uchicago.edu"
    },
    {
      "@id": "http://orcid.org/0000-0002-7370-4805",
      "@type": "Person",
      "givenName": "Kyle",
      "familyName": "Chard",
      "email": "chard@uchicago.edu"
    },
    {
      "@id": "http://orcid.org/0000-0001-5934-7525",
      "@type": "Person",
      "givenName": "Daniel S.",
      "familyName": "Katz",
      "email": "d.katz@ieee.org"
    },
    {
      "@id": "http://orcid.org/0000-0000-0000-0000",
      "@type": "Person",
      "givenName": "Michael",
      "familyName": "Wilde",
      "email": "wilde@parallelworks.com"
    },
    {
      "@id": "http://orcid.org/0000-0000-0000-0000",
      "@type": "Person",
      "givenName": "Justin",
      "familyName": "Wozniak",
      "email": "woz@anl.gov"
    },
    {
      "@id": "http://orcid.org/0000-0000-0000-0000",
      "@type": "Person",
      "givenName": "Ian",
      "familyName": "Foster",
      "email": "foster@anl.gov"
    },
    {
      "@id": "http://orcid.org/0000-0002-0762-2684",
      "@type": "Person",
      "givenName": "Ben",
      "familyName": "Glick",
      "email": "glick@lclark.edu"
    },
    {
      "@id": "https://orcid.org/0000-0001-5147-0051",
      "@type": "Person",
      "givenName": "Kelly L.",
      "familyName": "Rowland",
      "email": "kellyrowland@lbl.gov"
    },
    {
      "@id": "https://orcid.org/0000-0001-7774-2246",
      "@type": "Person",
      "givenName": "Matthew R.",
      "familyName": "Becker",
      "email": "becker.mr@gmail.com"
    }
  ],
  "softwareRequirements": [
    {
      "@type": "SoftwareApplication",
      "identifier": "cmreshandler",
      "name": "CMRESHandler",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "ipykernel",
      "name": "ipykernel",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "psutil",
      "name": "psutil",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "dill",
      "name": "dill",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "globus-sdk",
      "name": "globus-sdk",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "requests",
      "name": "requests",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "tblib",
      "name": "tblib",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    },
    {
      "@type": "SoftwareApplication",
      "identifier": "nbsphinx",
      "name": "nbsphinx",
      "provider": {
        "@id": "https://pypi.org",
        "@type": "Organization",
        "name": "The Python Package Index",
        "url": "https://pypi.org"
      },
      "runtimePlatform": "Python 3.6.4"
    }
  ],
  "audience": [
    {
      "@type": "Audience",
      "audienceType": "Developers"
    }
  ],
  "provider": {
    "@id": "https://pypi.org",
    "@type": "Organization",
    "name": "The Python Package Index",
    "url": "https://pypi.org"
  },
  "runtimePlatform": "Python 3.10",
  "url": "https://github.com/Parsl/parsl",
  "developmentStatus": "active",
  "programmingLanguage": "Python :: 3.10"
}

GitHub Events

Total

Issues event: 55
Watch event: 68
Delete event: 388
Issue comment event: 192
Push event: 532
Pull request review event: 519
Pull request review comment event: 351
Pull request event: 394
Fork event: 12
Create event: 422

Last Year

Issues event: 55
Watch event: 68
Delete event: 388
Issue comment event: 192
Push event: 532
Pull request review event: 519
Pull request review comment event: 351
Pull request event: 394
Fork event: 12
Create event: 422

Committers

Last synced: almost 3 years ago

All Time

Total Commits: 3,617
Total Committers: 91
Avg Commits per committer: 39.747
Development Distribution Score (DDS): 0.61

Past Year

Commits: 335
Committers: 18
Avg Commits per committer: 18.611
Development Distribution Score (DDS): 0.116

Top Committers

Name	Email	Commits
Yadu Nand B	y**9@g**m	1,409
Ben Clifford	b**c@h**k	1,091
Anna Elizabeth Woodard	a**d@n**u	325
ConnorPigg	c**2@i**u	120
Daniel S. Katz	d**z@i**g	69
Zhuozhao Li	z**o@u**u	59
Benjamin Glick	g**k@l**u	56
Lukasz Lacinski	l**z@u**u	55
Yadu Nand Babuji	y**b@c**u	55
Juan David Garrido	j**o@h**m	52
kylechard	c**d@u**u	51
Zhuozhao Li	z**l@c**u	33
Zhuozhao Li	z**o@m**l	28
Anna Woodard	a**d@u**u	22
Mihael Hategan	h**n@m**v	21
Logan Ward	W**T@u**m	19
Zhuozhao Li	z**o@m**l	19
Benjamin Tovar	b**r@n**u	9
Monica Lewis	m**s@M**l	9
Lindsey Gray	l**y@g**m	6
Tim Shaffer	t**r@u**m	6
David Heise	h**a@o**v	5
Ryan	r**n@c**z	4
Ted Summer	t**2@g**m	4
Zhuozhao Li	z**i@c**v	4
tjdasso	4**o@u**m	4
Akila Ravihansa Perera	r**0@g**m	3
Lyle Hayhurst	l**t@u**m	3
zhuozhl	z**l@n**s	3
Ubuntu	u**u@3**4	2
and 61 more...

Committer Domains (Top 20 + Academic)

nd.edu: 5 uchicago.edu: 4 mcs.anl.gov: 2 anl.gov: 2 llnl.gov: 2 hawaga.org.uk: 1 illinois.edu: 1 ieee.org: 1 lclark.edu: 1 ci.uchicago.edu: 1 clemson.edu: 1 ornl.gov: 1 chard.co.nz: 1 cooleylogin2.fst.alcf.anl.gov: 1 node-0.zhuozhl-qv40422.nsf1404981-pg0.clemson.cloudlab.us: 1 35.168.128.54: 1 desy.de: 1 purdue.edu: 1 hep.uchicago.edu: 1 umich.edu: 1 physnet.uni-hamburg.de: 1 astro.princeton.edu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 303
Total pull requests: 1,374
Average time to close issues: 10 months
Average time to close pull requests: 16 days
Total issue authors: 52
Total pull request authors: 82
Average comments per issue: 1.86
Average comments per pull request: 0.96
Merged pull requests: 995
Bot issues: 0
Bot pull requests: 2

Past Year

Issues: 50
Pull requests: 239
Average time to close issues: 5 days
Average time to close pull requests: 4 days
Issue authors: 14
Pull request authors: 24
Average comments per issue: 0.5
Average comments per pull request: 0.21
Merged pull requests: 158
Bot issues: 0
Bot pull requests: 2

View more stats

Top Authors

Issue Authors

benclifford (163)
yadudoc (25)
WardLT (15)
Andrew-S-Rosen (12)
annawoodard (9)
d33bs (7)
giordano (5)
astro-friedel (5)
pdobbelaere (4)
stevenstetzler (4)
svandenhaute (3)
Harichandra-Prasath (3)
Oddant1 (3)
arosen93 (2)
rjmello (2)

Pull Request Authors

benclifford (794)
khk-globus (99)
yadudoc (57)
christailu (25)
colinthomas-z80 (22)
Harichandra-Prasath (20)
tphung3 (18)
rjmello (18)
WardLT (16)
marameref (14)
matthewc2003 (13)
azharcodeit (12)
sophie-bui (12)
Andrew-S-Rosen (12)
error-4u (12)

Top Labels

Issue Labels

bug (173) enhancement (90) htex/exex (28) safe-exit (26) outreachy (18) documentation (18) channels (13) executor:htex (12) globus-compute (12) monitoring (9) release_process (8) serialization (6) MPI (6) file-management (5) help wanted (4) memo/checkpoint (3) usage-tracking (3) workqueue (2) question (2) student research project (2) paper-req (1) windows (1) parslfest2019 (1) flux (1) test-improvement (1) os:windows (1)

Pull Request Labels

quick-review (42) documentation (10) htex/exex (8) globus-compute (8) demo (5) MPI (5) bug (4) executor:htex (4)

Packages

Total packages: 11
Total downloads:
- pypi 26,444 last-month
Total docker downloads: 5,093

Total dependent packages: 33
(may contain duplicates)
Total dependent repositories: 37
(may contain duplicates)
Total versions: 208
Total maintainers: 4

pypi.org: parsl

Simple data dependent workflows in Python

Homepage: https://github.com/Parsl/parsl
Documentation: https://parsl.readthedocs.io/
License: Apache 2.0
Latest release: 2025.9.1
published 6 months ago

Versions: 191
Dependent Packages: 20
Dependent Repositories: 35
Downloads: 26,444 Last month
Docker Downloads: 5,093

Rankings

Dependent packages count: 0.6%

Docker downloads count: 1.5%

Average: 2.4%

Dependent repos count: 2.5%

Downloads: 2.5%

Stargazers count: 3.2%

Forks count: 4.2%

Maintainers (3)

yadunand benclifford annawoodard

Last synced: 6 months ago

spack.io: py-parsl

Simple data dependent workflows in Python

Homepage: https://github.com/Parsl/parsl
License: []
Latest release: 1.2.0
published almost 3 years ago

Versions: 3
Dependent Packages: 1
Dependent Repositories: 0

Rankings

Dependent repos count: 0.0%

Forks count: 9.9%

Stargazers count: 11.4%

Average: 12.3%

Dependent packages count: 28.1%

Maintainers (1)

hategan

Last synced: 6 months ago

conda-forge.org: parsl

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 6
Dependent Packages: 12
Dependent Repositories: 2

Rankings

Dependent packages count: 5.1%

Average: 15.6%

Forks count: 16.9%

Dependent repos count: 20.2%

Stargazers count: 20.3%

Last synced: 6 months ago

conda-forge.org: parsl-with-google_cloud

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-flux

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-aws

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-extreme_scale

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-kubernetes

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-workqueue

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-monitoring

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

conda-forge.org: parsl-with-gssapi

Parsl is a Python library for programming and executing data-oriented workflows (dataflows) in parallel.

Homepage: https://github.com/Parsl/parsl
License: Apache-2.0
Latest release: 1.2.0
published about 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Forks count: 15.8%

Stargazers count: 18.8%

Average: 29.9%

Dependent repos count: 34.0%

Dependent packages count: 51.2%

Last synced: 6 months ago

Dependencies

requirements.txt pypi

dill *
globus-sdk *
paramiko *
psutil >=5.5.1
pyzmq >=17.1.2
requests *
setproctitle *
tblib *
typeguard >=2.10
typing-extensions *

test-requirements.txt pypi

Sphinx ==4.5.0
flake8 ==3.8.0
ipyparallel *
mock >=1.0.0
mypy ==0.961
nbsphinx *
pandas *
pytest >=6.2.5,<7
pytest-cov *
pytest-random-order *
pytest-xdist ==1.26.1
sphinx_rtd_theme *
sqlalchemy-stubs *
twine *
types-python-dateutil *
types-requests *
types-six *
wheel *

.github/workflows/ci.yaml actions

actions/checkout master composite
actions/setup-python v1 composite
actions/upload-artifact v2 composite

.github/workflows/python-publish-to-testpypi.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
rickstaa/action-create-tag v1 composite

setup.py pypi