daphne-lib

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

https://github.com/daphne-eu/daphne

Science Score: 44.0%

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
○
Academic email domains
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (10.7%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines

Basic Info

Host: GitHub
Owner: daphne-eu
License: apache-2.0
Language: C++
Default Branch: main
Homepage:
Size: 30.3 MB

Statistics

Stars: 74
Watchers: 12
Forks: 76
Open Issues: 314
Releases: 5

Created almost 4 years ago · Last pushed 6 months ago

Metadata Files

Readme Contributing License Citation

The DAPHNE System

Overview

"The DAPHNE project aims to define and build an open and extensible system infrastructure for integrated data analysis pipelines, including data management and processing, high-performance computing (HPC), and machine learning (ML) training and scoring." (more information on https://daphne-eu.eu/)

In this repository, we develop the whole DAPHNE system with all its components including, but not limited to DaphneDSL, DaphneLib, DaphneIR, the DAPHNE Compiler, and the DAPHNE Run-time. The system will be built up and extended gradually in the course of the project.

Getting Started

Find information on getting started in the documentation.

Getting Involved

Read our contribution guidelines.
Have a look at the online documentation.
Browse open issues (e.g. "good first issues") or create a new issue.

Owner

Login: daphne-eu
Kind: user

Website: https://daphne-eu.eu/
Twitter: daphne_eu
Repositories: 1
Profile: https://github.com/daphne-eu

The acronym DAPHNE relates to the title "integrated Data Analysis Pipelines for large-scale data management, High-performance computing, and machiNE learning".

Citation (CITATION)

@software{DAPHNE,
  author    = {DAPHNE Development Team},
  title     = {{DAPHNE: An Open and Extensible System Infrastructure for Integrated
               Data Analysis Pipelines}},
  url       = {https://github.com/daphne-eu/daphne},
}

@inproceedings{DammeBB0BCDDEFG22,
  author    = {Patrick Damme and
               Marius Birkenbach and
               Constantinos Bitsakos and
               Matthias Boehm and
               Philippe Bonnet and
               Florina M. Ciorba and
               Mark Dokter and
               Pawel Dowgiallo and
               Ahmed Eleliemy and
               Christian Faerber and
               Georgios I. Goumas and
               Dirk Habich and
               Niclas Hedam and
               Marlies Hofer and
               Wenjun Huang and
               Kevin Innerebner and
               Vasileios Karakostas and
               Roman Kern and
               Tomaz Kosar and
               Alexander Krause and
               Daniel Krems and
               Andreas Laber and
               Wolfgang Lehner and
               Eric Mier and
               Marcus Paradies and
               Bernhard Peischl and
               Gabrielle Poerwawinata and
               Stratos Psomadakis and
               Tilmann Rabl and
               Piotr Ratuszniak and
               Pedro Silva and
               Nikolai Skuppin and
               Andreas Starzacher and
               Benjamin Steinwender and
               Ilin Tolovski and
               Pinar T{\"{o}}z{\"{u}}n and
               Wojciech Ulatowski and
               Yuanyuan Wang and
               Izajasz P. Wrosz and
               Ales Zamuda and
               Ce Zhang and
               Xiaoxiang Zhu},
  title     = {{DAPHNE:} An Open and Extensible System Infrastructure for Integrated
               Data Analysis Pipelines},
  booktitle = {{CIDR}},
  publisher = {www.cidrdb.org},
  year      = {2022}
}

GitHub Events

Total

Create event: 24
Commit comment event: 2
Issues event: 72
Watch event: 9
Delete event: 10
Issue comment event: 111
Push event: 157
Pull request review comment event: 12
Pull request review event: 38
Pull request event: 93
Fork event: 22

Last Year

Create event: 24
Commit comment event: 2
Issues event: 72
Watch event: 9
Delete event: 10
Issue comment event: 111
Push event: 157
Pull request review comment event: 12
Pull request review event: 38
Pull request event: 93
Fork event: 22

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 13
Total pull requests: 28
Average time to close issues: almost 2 years
Average time to close pull requests: 2 months
Total issue authors: 4
Total pull request authors: 18
Average comments per issue: 0.23
Average comments per pull request: 1.14
Merged pull requests: 12
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 10
Pull requests: 27
Average time to close issues: 4 months
Average time to close pull requests: about 1 month
Issue authors: 3
Pull request authors: 17
Average comments per issue: 0.0
Average comments per pull request: 0.96
Merged pull requests: 11
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

pdamme (68)
philipportner (36)
daphne-eu (16)
m-birke (10)
AlexRTer (7)
bl1zzardx (7)
divjakm (6)
corepointer (5)
StoeckOverflow (4)
GuilloteauQ (4)
aristotelis96 (3)
hudengjunai (2)
jhmkorndorfer (2)
RetoKrummenacher (2)
Garic152 (2)

Pull Request Authors

philipportner (18)
pdamme (16)
AlexRTer (14)
corepointer (14)
saminbassiri (13)
Garic152 (6)
ldirry (5)
m-birke (5)
StoeckOverflow (4)
WangYuyao (4)
resting-dove (4)
EricBenschneider (3)
irhox (3)
jhmkorndorfer (3)
CPestka (3)

Top Labels

Issue Labels

bug (42) student project (25) good first issue (25) feature (15) DaphneLib (13) Discussion (7) CI/CD (6) AMLS summer 2024 (5) LDE WiSe 2024/25 (5) AMLS summer 2023 (4) doc (4) IO (4) LDE summer 2025 (3) AMLS summer 2022 (3) performance (2) LDE winter 2023/24 (2) LDE summer 2024 (2) P1 (2) AMLS summer 2025 (2) LDE summer 2023 (1) Tests (1) Containers (1)

Pull Request Labels

bug (10) feature (7) DaphneLib (5) student project (4) AMLS summer 2025 (4) doc (3) performance (2) LDE winter 2024/25 (1) LDE winter 2023/24 (1) LDE summer 2023 (1) CI/CD (1) AMLS summer 2024 (1) Accelerators (1) good first issue (1)

Packages

Total packages: 1
Total downloads:
- pypi 11 last-month

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 2
Total maintainers: 3

pypi.org: daphne-lib

DaphneLib: Python API for DAPHNE

Homepage: https://daphne-eu.eu/
Documentation: https://daphne-eu.github.io/daphne/DaphneLib/Overview/
License: Apache v2.0
Latest release: 0.3.0
published over 1 year ago

Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 11 Last month

Rankings

Dependent packages count: 10.8%

Average: 35.9%

Dependent repos count: 61.0%

Maintainers (3)

mbirke corepointer daphne-eu