https://github.com/lithops-cloud/lithops

A multi-cloud framework for big data analytics and embarrassingly parallel jobs, that provides an universal API for building parallel applications in the cloud ☁️🚀
https://github.com/lithops-cloud/lithops

Keywords

big-data big-data-analytics cloud-computing data-processing distributed kubernetes multicloud multiprocessing object-storage parallel python serverless serverless-computing serverless-functions

Keywords from Contributors

transform measur archiving conversion chart sequencing productivity generic animals annotations

Last synced: about 1 year ago
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Acceptance Criteria

Repository metadata

A multi-cloud framework for big data analytics and embarrassingly parallel jobs, that provides an universal API for building parallel applications in the cloud ☁️🚀


Owner metadata


Committers metadata

Last synced: over 1 year ago

Total Commits: 2,852
Total Committers: 52
Avg Commits per committer: 54.846
Development Distribution Score (DDS): 0.478

Commits in past year: 303
Committers in past year: 13
Avg Commits per committer in past year: 23.308
Development Distribution Score (DDS) in past year: 0.274

Name Email Commits
JosepSampe j****e@g****m 1488
Gil Vernik g****v@i****m 467
Aitor a****8@g****m 272
Cohen-J-Omer c****r@g****m 191
kpavel k****l@i****m 136
Omer Belhasin o****1@g****m 59
Josep-Sampe-Domenech j****h@i****m 44
Ayman a****s@g****m 27
Ido Yehezkel i****e@c****l 18
Daniel Alejandro Coll Tejeda 6****c 15
gfinol g****l@g****m 12
Aitor Arjona a****a@u****t 11
Lachlan Stuart 2****t 10
Sadek Jbara s****j@i****m 9
Pablo Gimeno p****o@u****t 8
otrack 0****k@g****m 8
testing-alt j****k@g****m 7
dependabot[bot] 4****] 6
German Telmo Eizaguirre g****e@g****m 5
Gerard París g****s@u****t 4
Pol Roca p****a@e****t 4
Tom White t****e@g****m 3
Stepan Klymonchuk s****0@g****m 3
Gil Vernik g****k@g****m 3
acuzhank j****e@g****m 3
Gerard Finol g****l@u****t 3
Marten Meinhardt 5****t 3
RichardScottOZ 7****Z 3
Daniel Braun d****n@o****l 2
Gerard París g****s@g****m 2
and 22 more...

Committer domains:


Issue and Pull Request metadata

Last synced: about 1 year ago

Total issues: 76
Total pull requests: 286
Average time to close issues: about 1 month
Average time to close pull requests: 2 days
Total issue authors: 24
Total pull request authors: 20
Average comments per issue: 4.83
Average comments per pull request: 0.35
Merged pull request: 274
Bot issues: 0
Bot pull requests: 0

Past year issues: 59
Past year pull requests: 195
Past year average time to close issues: 9 days
Past year average time to close pull requests: 3 days
Past year issue authors: 17
Past year pull request authors: 14
Past year average comments per issue: 5.17
Past year average comments per pull request: 0.46
Past year merged pull request: 184
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/lithops-cloud/lithops

Top Issue Authors

  • sergii-mamedov (15)
  • tomwhite (9)
  • gfinol (8)
  • abourramouss (7)
  • foster999 (7)
  • oanamoc (4)
  • RaulGracia (3)
  • rabernat (3)
  • ZikBurns (2)
  • RichardScottOZ (2)
  • kikemolina3 (2)
  • AaronSoria (2)
  • kpavel (1)
  • linuxkd (1)
  • macarronesc (1)

Top Pull Request Authors

  • JosepSampe (239)
  • macarronesc (7)
  • tomwhite (6)
  • RichardScottOZ (4)
  • abourramouss (4)
  • rabernat (3)
  • gfinol (3)
  • aitorarjona (3)
  • bystepii (3)
  • kikemolina3 (2)
  • gilv (2)
  • Usamasource (2)
  • tkchafin (1)
  • acanadil (1)
  • linuxkd (1)

Top Issue Labels

Top Pull Request Labels

  • bug (1)
  • enhancement (1)

Package metadata

pypi.org: lithops

Lithops lets you transparently run your Python applications in the Cloud

  • Homepage: https://github.com/lithops-cloud/lithops
  • Documentation: https://lithops.readthedocs.io/
  • Licenses: Apache Software License
  • Latest release: 3.3.0 (published about 1 year ago)
  • Last Synced: 2024-05-30T14:31:36.760Z (about 1 year ago)
  • Versions: 50
  • Dependent Packages: 2
  • Dependent Repositories: 8
  • Downloads: 2,672 Last month
  • Docker Downloads: 22
  • Rankings:
    • Dependent packages count: 3.158%
    • Downloads: 3.271%
    • Stargazers count: 3.811%
    • Average: 4.047%
    • Docker downloads count: 4.117%
    • Forks count: 4.758%
    • Dependent repos count: 5.168%
  • Maintainers (2)

Dependencies

runtime/aliyun_fc/requirements.txt pypi
  • PyYAML *
  • aliyun-fc2 *
  • cloudpickle *
  • flask *
  • gevent *
  • kubernetes *
  • numpy *
  • oss2 *
  • pika *
  • ps-mem *
  • redis *
  • requests *
  • tblib *
runtime/azure_functions/requirements.txt pypi
  • PyYAML *
  • azure-functions *
  • azure-storage-blob *
  • azure-storage-queue *
  • cloudpickle *
  • flask *
  • gevent *
  • kubernetes *
  • numpy *
  • pika *
  • ps-mem *
  • redis *
  • requests *
  • tblib *
runtime/code_engine/requirements.txt pypi
  • Pillow *
  • PyJWT *
  • PyYAML *
  • Twisted *
  • beautifulsoup4 *
  • cloudpickle *
  • etcd3 *
  • flask *
  • gevent *
  • gunicorn *
  • httplib2 *
  • ibm-cos-sdk *
  • kafka_python *
  • kubernetes *
  • lxml *
  • numpy *
  • pandas *
  • pika *
  • ps-mem *
  • psycopg2-binary *
  • python-dateutil *
  • redis *
  • requests *
  • scikit-learn *
  • scipy *
  • scrapy *
  • simplejson *
  • tblib *
runtime/gcp_functions/requirements.txt pypi
  • PyYAML *
  • certifi *
  • chardet *
  • cloudpickle *
  • docutils *
  • google-cloud *
  • google-cloud-pubsub *
  • google-cloud-storage *
  • httplib2 *
  • idna *
  • jmespath *
  • kafka-python *
  • lxml *
  • numpy *
  • pandas *
  • pika *
  • ps-mem *
  • python-dateutil *
  • redis *
  • requests *
  • scikit-learn *
  • scipy *
  • simplejson *
  • six *
  • tblib *
  • urllib3 *
  • virtualenv *
runtime/ibm_cf/requirements.txt pypi
  • Pillow *
  • PyJWT *
  • Twisted *
  • beautifulsoup4 *
  • cloudpickle *
  • etcd3 *
  • flask *
  • gevent *
  • httplib2 *
  • ibm-cos-sdk *
  • ibm-vpc *
  • lxml *
  • numpy *
  • pandas *
  • pika *
  • ps-mem *
  • psycopg2-binary *
  • python-dateutil *
  • redis *
  • requests *
  • scipy *
  • scrapy *
  • simplejson *
  • tblib *
setup.py pypi
  • Click *
  • PyYAML *
  • cloudpickle *
  • docker *
  • ibm-cos-sdk *
  • ibm-vpc *
  • kubernetes *
  • lxml *
  • matplotlib *
  • pandas *
  • paramiko *
  • pika *
  • ps-mem *
  • python-dateutil *
  • redis *
  • requests *
  • seaborn *
  • tblib *
  • tqdm *
.github/workflows/main.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
docs/Dockerfile docker
  • python 3.8-buster build
runtime/aws_batch/Dockerfile docker
  • python 3.10-slim-buster build
runtime/aws_lambda/Dockerfile docker
  • python 3.10-slim-buster build
runtime/azure_containers/Dockerfile docker
  • python 3.9-slim-buster build
runtime/code_engine/Dockerfile docker
  • python 3.10-slim-buster build
runtime/gcp_cloudrun/Dockerfile docker
  • python 3.10-slim-buster build
runtime/knative/Dockerfile docker
  • python 3.10-slim-buster build
runtime/kubernetes/Dockerfile docker
  • python 3.10-slim-buster build
runtime/oracle_f/Dockerfile docker
  • python 3.9-slim-buster build

Score: 17.542184708953414