Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "workflows" keyword

Top 2.4% on pypi.org
flytekit 1.12.0
Flyte SDK for Python
375 versions - Latest release: 8 days ago - 53 dependent packages - 41 dependent repositories - 254 thousand downloads last month - 200 stars on GitHub - 7 maintainers
Top 1.8% on pypi.org
cwltool 3.1.20240404144621 💰
Common workflow language reference implementation
427 versions - Latest release: about 1 month ago - 20 dependent packages - 203 dependent repositories - 151 thousand downloads last month - 321 stars on GitHub - 4 maintainers
Top 4.6% on pypi.org
azure-functions-durable 1.2.9
Durable Functions For Python
32 versions - Latest release: 3 months ago - 2 dependent packages - 60 dependent repositories - 145 thousand downloads last month - 124 stars on GitHub - 3 maintainers
Top 5.0% on pypi.org
fitz 0.0.1.dev1
Fitz: Workflow Mangement for neuroimaging data.
3 versions - Latest release: 9 months ago - 60 dependent packages - 934 dependent repositories - 107 thousand downloads last month - 13 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
astro-sdk-python 1.8.0
Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python...
50 versions - Latest release: 4 months ago - 2 dependent packages - 7 dependent repositories - 100 thousand downloads last month - 320 stars on GitHub - 4 maintainers
Top 1.2% on pypi.org
taskflow 5.7.0
Taskflow structured state management library.
95 versions - Latest release: 27 days ago - 13 dependent packages - 146 dependent repositories - 72.2 thousand downloads last month - 2 maintainers
astro-provider-databricks 0.2.2
Affordable Databricks Workflows in Apache Airflow
12 versions - Latest release: 29 days ago - 1 dependent repositories - 53.2 thousand downloads last month - 20 stars on GitHub - 6 maintainers
Top 5.3% on pypi.org
workflow 2.1.6
Simple workflows for Python
10 versions - Latest release: about 5 years ago - 13 dependent repositories - 47.3 thousand downloads last month - 152 stars on GitHub - 4 maintainers
Top 9.6% on pypi.org
bigflow 1.8.0
BigQuery client wrapper with clean API
189 versions - Latest release: 10 months ago - 1 dependent repositories - 36.6 thousand downloads last month - 116 stars on GitHub - 1 maintainer
sqlalchemy-schemadisplay 2.0
Package for the generation of diagrams based on SQLAlchemy ORM models and or the database itself
7 versions - Latest release: 3 months ago - 5 dependent packages - 32.3 thousand downloads last month - 134 stars on GitHub - 1 maintainer
Top 5.2% on pypi.org
flytekitplugins-deck-standard 1.12.0
This Plugin provides more renderers to improve task visibility
140 versions - Latest release: 8 days ago - 3 dependent repositories - 15.5 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
pegasus-wms.api 5.0.7
Pegasus Workflow Management System Python API
8 versions - Latest release: 3 months ago - 1 dependent package - 14 dependent repositories - 14.3 thousand downloads last month - 176 stars on GitHub - 2 maintainers
Top 5.4% on pypi.org
pegasus-wms.common 5.0.7
Pegasus Workflow Management System Python Commons
8 versions - Latest release: 3 months ago - 6 dependent repositories - 14.1 thousand downloads last month - 176 stars on GitHub - 2 maintainers
Top 6.9% on pypi.org
pyaoscx 2.5.1
AOS-CX Python Modules
18 versions - Latest release: 6 months ago - 7 dependent repositories - 11.9 thousand downloads last month - 33 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
aiida-core 2.5.1
AiiDA is a workflow manager for computational science with a strong focus on provenance, performa...
81 versions - Latest release: 3 months ago - 38 dependent packages - 45 dependent repositories - 9.01 thousand downloads last month - 388 stars on GitHub - 7 maintainers
Top 9.6% on pypi.org
flytekitplugins-huggingface 1.12.0
Hugging Face plugin for flytekit
95 versions - Latest release: 8 days ago - 1 dependent repositories - 7.99 thousand downloads last month - 200 stars on GitHub - 1 maintainer
onepanel-sdk 1.0.2
Python SDK for Onepanel
62 versions - Latest release: over 2 years ago - 1 dependent repositories - 7.95 thousand downloads last month - 706 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
abstra 2.13.4
Abstra Lib
381 versions - Latest release: 7 days ago - 3 dependent packages - 1 dependent repositories - 5.11 thousand downloads last month - 98 stars on GitHub - 1 maintainer
flytekitplugins-pydantic 1.12.0
Plugin adding type support for Pydantic models
31 versions - Latest release: 8 days ago - 3.71 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
flytekitplugins-whylogs 1.12.0
Enable the use of whylogs profiles to be used in flyte tasks to get aggregate statistics about data.
103 versions - Latest release: 8 days ago - 1 dependent repositories - 3.44 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
jobflow 0.1.17
jobflow is a library for writing computational workflows
20 versions - Latest release: 4 months ago - 6 dependent packages - 2 dependent repositories - 3.38 thousand downloads last month - 86 stars on GitHub - 1 maintainer
Top 5.4% on pypi.org
aiida-quantumespresso 4.6.0
The official AiiDA plugin for Quantum ESPRESSO
31 versions - Latest release: 22 days ago - 9 dependent packages - 3 dependent repositories - 3.22 thousand downloads last month - 52 stars on GitHub - 5 maintainers
st4sd-runtime-core 2.1.2
A tool for creating and deploying computational experiments
86 versions - Latest release: 4 months ago - 1 dependent repositories - 2.99 thousand downloads last month - 8 stars on GitHub - 3 maintainers
Top 8.3% on pypi.org
lytekit 0.15.7
Flyte SDK for Python
49 versions - Latest release: 5 days ago - 2 dependent packages - 1 dependent repositories - 2.84 thousand downloads last month - 200 stars on GitHub - 5 maintainers
Top 3.5% on pypi.org
st2client 3.8.1 💰
Python client library and CLI for the StackStorm (st2) event-driven automation platform.
61 versions - Latest release: 5 months ago - 12 dependent repositories - 2.29 thousand downloads last month - 5,895 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
flytekitplugins-dask 1.12.0
Dask plugin for flytekit
68 versions - Latest release: 8 days ago - 1 dependent repositories - 2.07 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
flytekitplugins-dbt 1.12.0
DBT Plugin for Flytekit
95 versions - Latest release: 8 days ago - 1 dependent repositories - 1.94 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 5.2% on pypi.org
maestrowf 1.1.10
A tool to easily orchestrate general computational workflows both locally and on supercomputers.
13 versions - Latest release: 3 months ago - 1 dependent package - 8 dependent repositories - 1.73 thousand downloads last month - 126 stars on GitHub - 3 maintainers
flytekitplugins-identity-aware-proxy 1.12.0
External command plugin to generate ID tokens for GCP Identity Aware Proxy
30 versions - Latest release: 8 days ago - 1.63 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 8.4% on pypi.org
flytekitplugins-data-fsspec 1.12.0
This is a deprecated plugin as of flytekit 1.5
200 versions - Latest release: 8 days ago - 1 dependent repositories - 1.56 thousand downloads last month - 200 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
merlin 1.12.1
The building blocks of workflows!
35 versions - Latest release: 28 days ago - 8 dependent repositories - 1.55 thousand downloads last month - 115 stars on GitHub - 4 maintainers
pr-pilot 1.3.1
Python SDK for PR Pilot, a text-to-task automation platform for Github.
7 versions - Latest release: 20 days ago - 1.28 thousand downloads last month - 0 stars on GitHub - 1 maintainer
medimages4tests 0.3.3
Generates dummy medical image data with realistic headers to be used in image handling tests
6 versions - Latest release: 6 months ago - 9 dependent packages - 1 dependent repositories - 1.25 thousand downloads last month - 0 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
cwlref-runner 1.0 💰
Common workflow language reference implementation
1 version - Latest release: almost 8 years ago - 2 dependent packages - 36 dependent repositories - 1.23 thousand downloads last month - 1,441 stars on GitHub - 2 maintainers
lsst-ctrl-bps 27.2024.1900
Pluggable execution of workflow graphs from Rubin pipelines.
98 versions - Latest release: 6 days ago - 4 dependent packages - 1 dependent repositories - 1.21 thousand downloads last month - 3 stars on GitHub - 1 maintainer
sella 2.3.3
A Python software package for saddle point optimization and minimization of atomic systems.
16 versions - Latest release: 2 months ago - 2 dependent packages - 1 dependent repositories - 1.18 thousand downloads last month - 50 stars on GitHub - 1 maintainer
remotemanager 0.11.10
remote run management tool
115 versions - Latest release: 8 days ago - 1.15 thousand downloads last month - 0 stars on GitLab.com - 3 maintainers
streamflow 0.1.6
StreamFlow framework
34 versions - Latest release: about 1 year ago - 2 dependent packages - 1 dependent repositories - 922 downloads last month - 42 stars on GitHub - 2 maintainers
aiida-shell 0.7.1
AiiDA plugin that makes running shell commands easy.
11 versions - Latest release: 1 day ago - 4 dependent packages - 1 dependent repositories - 741 downloads last month - 11 stars on GitHub - 1 maintainer
flowserv-core 0.9.4
Reproducible and Reusable Data Analysis Workflow Server (Core Infrastructure)
22 versions - Latest release: almost 2 years ago - 6 dependent repositories - 735 downloads last month - 2 stars on GitHub - 1 maintainer
omnipy 0.15.12
Omnipy is a high level Python library for type-driven data wrangling and scalable workflow orches...
57 versions - Latest release: 22 days ago - 1 dependent package - 2 dependent repositories - 730 downloads last month - 11 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
janis-pipelines.runner 0.13.0
Easier way to run workflows, configurable across environments
71 versions - Latest release: 10 months ago - 2 dependent packages - 4 dependent repositories - 650 downloads last month - 2 stars on GitHub - 3 maintainers
sciline 24.4.1
Build scientific pipelines for your data
13 versions - Latest release: about 1 month ago - 4 dependent packages - 1 dependent repositories - 600 downloads last month - 7 stars on GitHub - 3 maintainers
Top 6.2% on pypi.org
wooey 0.13.3
A Django app which creates a web GUI and task interface for argparse scripts
40 versions - Latest release: 6 months ago - 10 dependent repositories - 524 downloads last month - 2,041 stars on GitHub - 2 maintainers
biggerquery 0.6.0
BigQuery client wrapper with clean API
94 versions - Latest release: about 4 years ago - 520 downloads last month - 115 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
scipion-pyworkflow 3.6.0
Simple workflow platform used in scientific applications, initially developed within the Scipion ...
52 versions - Latest release: about 17 hours ago - 14 dependent packages - 22 dependent repositories - 494 downloads last month - 4 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
popper 2020.9.1
Popper CLI tool to generate reproducible papers.
19 versions - Latest release: over 3 years ago - 11 dependent repositories - 462 downloads last month - 299 stars on GitHub - 1 maintainer
dataplane 0.1.3
The data engineering library to build robust, reliable and on time data pipelines in Python.
22 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 415 downloads last month - 181 stars on GitHub - 1 maintainer
aiida-phonopy 1.1.4
The official AiiDA plugin for Phonopy
11 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 394 downloads last month - 16 stars on GitHub - 2 maintainers
aiida-yambo 1.3.0
YAMBO plugin and workflows for AiiDA
12 versions - Latest release: over 3 years ago - 1 dependent package - 389 downloads last month - 6 stars on GitHub - 2 maintainers
aiida-optimize 1.0.2
AiiDA Plugin for running optimization algorithms.
11 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 336 downloads last month - 1 maintainer
patchwork-cli 0.0.87
Patchwork configurations for various patchflows
9 versions - Latest release: 6 days ago - 306 downloads last month - 1 stars on GitHub - 1 maintainer
aiida-pyscf 0.5.1
AiiDA plugin for the Python-based Simulations of Chemistry Framework (PySCF).
8 versions - Latest release: 4 months ago - 296 downloads last month - 19 stars on GitHub - 1 maintainer
aiida-workgraph 0.2.3
Design flexible node-based workflow for AiiDA calculation.
4 versions - Latest release: 7 days ago - 1 dependent package - 285 downloads last month - 4 stars on GitHub - 1 maintainer
river-admin 0.7.0 💰
Administration For django-river
6 versions - Latest release: over 3 years ago - 7 dependent repositories - 283 downloads last month - 92 stars on GitHub - 1 maintainer
aiida-fleur 2.0.0
AiiDA Plugin for running the FLEUR code and its input generator. Also includes high-level workcha...
15 versions - Latest release: about 1 year ago - 2 dependent packages - 1 dependent repositories - 266 downloads last month - 13 stars on GitHub - 2 maintainers
merlin-spellbook 0.8.1
The building blocks of workflows!
18 versions - Latest release: about 1 year ago - 4 dependent repositories - 257 downloads last month - 6 stars on GitHub - 4 maintainers
starthinker 2.1.6
StarThinker is a Google gTech built python framework for creating and sharing re-usable workflow ...
15 versions - Latest release: about 2 years ago - 1 dependent repositories - 255 downloads last month - 165 stars on GitHub - 1 maintainer
aqme 1.5.2
Automated Quantum Mechanical Environments
17 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 250 downloads last month - 88 stars on GitHub - 1 maintainer
aiida-nwchem 3.0.1
The official AiiDA plugin for NWChem
8 versions - Latest release: 9 months ago - 2 dependent packages - 1 dependent repositories - 245 downloads last month - 2 stars on GitHub - 3 maintainers
aiida-raspa 2.0.0
AiiDA plugin for RASPA code
16 versions - Latest release: 9 months ago - 1 dependent package - 1 dependent repositories - 237 downloads last month - 9 stars on GitHub - 4 maintainers
Top 8.4% on pypi.org
qmflows 1.0.0
Automation of computations in quantum chemistry.
9 versions - Latest release: 7 months ago - 2 dependent packages - 7 dependent repositories - 234 downloads last month - 44 stars on GitHub - 1 maintainer
xnat4tests 0.3.10
Creates basic XNAT instance for API tests
21 versions - Latest release: 6 months ago - 3 dependent packages - 1 dependent repositories - 222 downloads last month - 4 stars on GitHub - 1 maintainer
alfred-workflow 1.40.0
Full-featured helper library for writing Alfred 2/3/4 workflows
56 versions - Latest release: almost 4 years ago - 3 dependent repositories - 218 downloads last month - 2,966 stars on GitHub - 1 maintainer
balsam-flow 0.5.0
HPC Workflows & Edge Service
24 versions - Latest release: almost 3 years ago - 1 dependent package - 3 dependent repositories - 212 downloads last month - 0 stars on GitHub - 3 maintainers
aiida-ase 3.0.0
The official AiiDA plugin for ASE.
4 versions - Latest release: 7 months ago - 2 dependent packages - 208 downloads last month - 2 stars on GitHub - 2 maintainers
aiida-bands-inspect 0.4.0
AiiDA Plugin for running bands_inspect
5 versions - Latest release: about 4 years ago - 1 dependent repositories - 196 downloads last month - 1 maintainer
Top 8.4% on pypi.org
panoptes-ui 0.2.3
panoptes: monitor computational workflows in real time
5 versions - Latest release: 9 months ago - 1 dependent package - 2 dependent repositories - 194 downloads last month - 60 stars on GitHub - 2 maintainers
invenio-workflows-tugraz 0.5.3
"Package serves as a place for the workflows of the repository of the TU Graz."
30 versions - Latest release: 2 months ago - 192 downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
janis-pipelines.unix 0.12.0
Unix tools and data types for Janis
19 versions - Latest release: 11 months ago - 4 dependent packages - 3 dependent repositories - 190 downloads last month - 39 stars on GitHub - 3 maintainers
aiida-zeopp 2.0.0
AiiDA plugin for zeo++
15 versions - Latest release: 9 months ago - 1 dependent package - 190 downloads last month - 5 stars on GitHub - 3 maintainers
flowcept 0.2.10
FlowCept is a runtime data integration system that empowers any data processing system to capture...
45 versions - Latest release: 3 months ago - 1 dependent package - 190 downloads last month - 1 stars on GitHub - 1 maintainer
balsam 0.7.0a24
HPC Workflows & Edge Service
12 versions - Latest release: 2 months ago - 1 dependent repositories - 184 downloads last month - 76 stars on GitHub - 4 maintainers
aiida-vibroscopy 1.1.0
AiiDA plugin for vibrational spectoscopy using Quantum ESPRESSO.
4 versions - Latest release: 2 months ago - 184 downloads last month - 2 stars on GitHub - 1 maintainer
aiida-lammps 1.0.2
AiiDA plugin for the LAMMPS code
4 versions - Latest release: 18 days ago - 1 dependent repositories - 176 downloads last month - 22 stars on GitHub - 1 maintainer
astro-projects 0.8.3
A decorator that allows users to run SQL queries natively in Airflow.
21 versions - Latest release: about 2 years ago - 174 downloads last month - 320 stars on GitHub - 2 maintainers
jupyter-workflow 0.0.37
Jupyter Workflow Kernel
41 versions - Latest release: almost 3 years ago - 1 dependent repositories - 172 downloads last month - 8 stars on GitHub - 1 maintainer
cwl_runner 1.0 💰
Common workflow language reference implementation
1 version - Latest release: almost 9 years ago - 1 dependent repositories - 171 downloads last month - 1,441 stars on GitHub - 3 maintainers
aiida-codtools 3.1.0
The Official AiiDA plugin for the cod-tools package.
8 versions - Latest release: over 1 year ago - 2 dependent packages - 169 downloads last month - 0 stars on GitHub - 2 maintainers
Top 10.0% on pypi.org
codeflare 0.1.2.dev0
Codeflare pipelines
3 versions - Latest release: almost 3 years ago - 9 dependent repositories - 168 downloads last month - 214 stars on GitHub - 1 maintainer
polyaxon-cli 0.6.1
Command Line Interface (CLI) for Polyaxon.
53 versions - Latest release: about 4 years ago - 11 dependent repositories - 167 downloads last month - 19 stars on GitHub - 1 maintainer
apache-liminal 0.0.5
A package for authoring and deploying machine learning workflows
21 versions - Latest release: over 1 year ago - 2 dependent repositories - 160 downloads last month - 138 stars on GitHub - 1 maintainer
merlinwf 2.0.1
The 'merlinwf' package has been deprecated and replaced by the 'merlin' package.
17 versions - Latest release: about 3 years ago - 1 dependent repositories - 159 downloads last month - 115 stars on GitHub - 4 maintainers
pegaflow 5.0.4
An easy-to-use Python API for Pegasus 5.0
39 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 157 downloads last month - 0 stars on GitHub - 1 maintainer
stjudecloud-oliver 1.4.11
An opinionated Cromwell orchestration system
27 versions - Latest release: over 1 year ago - 1 dependent repositories - 151 downloads last month - 40 stars on GitHub - 1 maintainer
wdldoc 1.7.1
Create WDL documentation using Markdown.
14 versions - Latest release: over 2 years ago - 1 dependent repositories - 148 downloads last month - 27 stars on GitHub - 1 maintainer
py-entangle 0.2.3 💰
A python native parallel processing framework based on simple decorators.
23 versions - Latest release: almost 3 years ago - 1 dependent repositories - 148 downloads last month - 105 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
janis-pipelines.core 0.13.1
Workflow language + translation utilities to convert workflows from one language to another
62 versions - Latest release: 9 months ago - 5 dependent packages - 9 dependent repositories - 145 downloads last month - 3 stars on GitHub - 3 maintainers
minkipy 0.2.22
Job and workflow submission made simple
18 versions - Latest release: about 3 years ago - 1 dependent repositories - 135 downloads last month - 1 stars on GitHub - 1 maintainer
zag 0.2.12
Distributed workflow processing.
14 versions - Latest release: almost 5 years ago - 1 dependent repositories - 134 downloads last month - 1 maintainer
invenio-workflows 7.0.6
Invenio module for running workflows.
25 versions - Latest release: over 4 years ago - 8 dependent repositories - 128 downloads last month - 3 stars on GitHub - 6 maintainers
zenaton 0.4.2
Zenaton client library
17 versions - Latest release: over 4 years ago - 2 dependent repositories - 123 downloads last month - 24 stars on GitHub - 1 maintainer
nipype2pydra 0.3.5
Tool for converting Nipype tasks and workflows into Pydra syntax
8 versions - Latest release: about 2 months ago - 1 dependent package - 1 dependent repositories - 122 downloads last month - 1 stars on GitHub - 1 maintainer
primrose 2.0.0
Primrose: a framework for simple, quick modeling deployments
15 versions - Latest release: 12 months ago - 1 dependent repositories - 122 downloads last month - 33 stars on GitHub - 3 maintainers
aiida-worktree 0.1.7
Design flexible node-based workflow for AiiDA calculation.
16 versions - Latest release: 26 days ago - 1 dependent package - 108 downloads last month - 1 maintainer
stream-d4py 2.9.1
dispel4py is a free and open-source Python library for describing abstract stream-based workflows...
11 versions - Latest release: 4 months ago - 102 downloads last month - 1 stars on GitHub - 1 maintainer
oncopipe 1.0.11
Functions for running Snakemake modules
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 101 downloads last month - 15 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
sciluigi 0.10.1
Helper library for writing dynamic, flexible workflows in luigi
9 versions - Latest release: over 1 year ago - 4 dependent repositories - 101 downloads last month - 331 stars on GitHub - 1 maintainer
invenio-workflows-ui 2.0.19
Invenio module which acts as a UI layer for invenio-workflows.
32 versions - Latest release: over 4 years ago - 3 dependent repositories - 98 downloads last month - 1 stars on GitHub - 2 maintainers
django-workflows 1.1.1
Generic workflow engine for Django.
13 versions - Latest release: almost 10 years ago - 9 dependent repositories - 96 downloads last month - 29 stars on GitHub - 1 maintainer
Related Keywords
python 53 workflow 44 aiida 33 automation 27 data-science 27 data 25 pipelines 18 science 17 hpc 16 airflow 15 machine-learning 15 bioinformatics 14 mlops 13 hacktoberfest 13 pypi 12 sdk 12 common-workflow-language 12 extensible 11 flyte-tasks 11 flyte 11 spark 11 etl 10 cwl 10 devops 9 containers 9 distributed-systems 8 workflow-engine 8 ai 8 scientific 8 dataflow 8 bigquery 8 dag 8 commonwl 7 apache-airflow 7 dags 7 data-analysis 7 astronomer 7 sciworkflows 7 reproducibility 7 pipeline 6 simulation 6 django 6 actions 6 big-data 6 s3 6 pandas 6 deep-learning 6 ml 5 scheduler 5 workflow-automation 5 polyaxon 5 workflow-management-system 5 provider 5 jupyterlab 5 dft 5 decorator 5 sqlite 5 snowflake 5 postgres 5 academic institutes 5 gcs 5 task flow 5 elt 5 sql 5 radiuss 5 observability 5 wdl 4 notifications 4 alerting 4 distributed 4 parallel 4 kubernetes 4 python3 4 parallel processing 4 provenance 4 analysis 4 neuroimaging 4 supercomputing 4 chemistry 3 scipion 3 jupyter 3 data-engineering 3 aws 3 image-processing 3 models 3 chains 3 agents 3 llm 3 repository 3 artificial-intelligence 3 genomics 3 cromwell 3 orchestration 3 deployment 3 tasks 3 execution 3 scientific-workflows 3 gcp 3 snakemake 3 invenio 3