cloud-sandbox
IOOS' Coastal Modeling Cloud Sandbox provides a framework for developing, modifying and running models in the cloud. It provides repeatable configurations, model code and required libraries, input data and analysis of model outputs. The Sandbox supports not only the development of services and models, but also Cloud HPC to run and validate models.
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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○Committers with academic emails
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○Scientific vocabulary similarity
Low similarity (10.7%) to scientific vocabulary
Repository
IOOS' Coastal Modeling Cloud Sandbox provides a framework for developing, modifying and running models in the cloud. It provides repeatable configurations, model code and required libraries, input data and analysis of model outputs. The Sandbox supports not only the development of services and models, but also Cloud HPC to run and validate models.
Basic Info
- Host: GitHub
- Owner: ioos
- License: bsd-3-clause
- Language: Jupyter Notebook
- Default Branch: main
- Homepage: https://coastalsandbox.ioos.us/
- Size: 9.57 MB
Statistics
- Stars: 16
- Watchers: 14
- Forks: 19
- Open Issues: 21
- Releases: 1
Metadata Files
README.md
IOOS Cloud Sandbox
The IOOS Cloud Sandbox is a collaborative platform for running regional coastal models in the cloud.
It provides repeatable configurations, model code and required libraries, input data, and analysis of model outputs. The Sandbox provisions Cloud HPC to aid in the development of services and models, and also supports running and validating models. The Sandbox is intended for use across industries and is inclusive to anyone who wants to develop, enhance, and run coastal models.
Use cases
- Inter-organization collaboration
- University graduate courses
- Hindcasts/Reanalysis
- Research to Operations (R2O)
- On-demand HPC capacity
- Quasi-operational HPC fail-over (natural disasters, data-center problems)
- AI/ML training
Deployment options
- Self deployed/hosted: Deploy using your own AWS cloud account
- IOOS hosted: NOAA AWS Government Cloud – Lynker contract
- RPS hosted: Isolated secure Virtual Private Cloud (VPC)
The Cloud Sandbox has been used to run:
- Operational versions of the NOSOFS ROMS and FVCOM Models
- LiveOcean model from the University of Washington
- WRF/ROMS ESMF Coupled (Hurricane Irene test case)
- WRF/ROMS/SWAN
- ADCIRC (Hurricane Florence test case)
- CORA ADCIRC model
- SCHISM
- National Water Model
I want to...
Run a model in an existing cloud sandbox
Software Stack
The Cloud Sandbox uses CloudFlow to orchestrate the execution of the model. CloudFlow is a customized workflow for running models built on Prefect Workflows.
Software Architecture
The Cloud Sandbox uses Terraform to deploy resources to the cloud. The sandbox currently only supports the Amazon Web Services (AWS) cloud platform.
- Head Node: The head node is the machine that runs the CloudFlow scheduler. Users can SSH into this machine to run CloudFlow tasks.
- Preconfigured AMI: This Amazon Machine Image (AMI) contains all of the necessary code to run the model. This image will run on the worker nodes.
- Worker Nodes: The worker nodes are provisioned by Terraform and run CloudFlow tasks. This runs the preconfigured AMI.
Owner
- Name: US Integrated Ocean Observing System
- Login: ioos
- Kind: organization
- Email: data.ioos@noaa.gov
- Location: Silver Spring, MD
- Website: http://ioos.github.io
- Twitter: usioosgov
- Repositories: 123
- Profile: https://github.com/ioos
Software, tools, and technical documentation supporting IOOS Data Management and Cyberinfrastructure (DMAC).
GitHub Events
Total
- Issues event: 21
- Watch event: 2
- Delete event: 11
- Issue comment event: 42
- Push event: 70
- Pull request review comment event: 1
- Pull request review event: 26
- Pull request event: 23
- Fork event: 10
- Create event: 18
Last Year
- Issues event: 21
- Watch event: 2
- Delete event: 11
- Issue comment event: 42
- Push event: 70
- Pull request review comment event: 1
- Pull request review event: 26
- Pull request event: 23
- Fork event: 10
- Create event: 18
Committers
Last synced: 11 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Patrick Tripp | p****p@r****m | 117 |
| Jonathan Joyce | J****e@r****m | 10 |
| ZacharyWills | 6****s | 6 |
| Micah Wengren | m****n@g****m | 6 |
| Jason Ducker | 8****P | 4 |
| Minna Ho | m****5@g****m | 1 |
| Mahmud Monim | 3****M | 1 |
| Benjamin Adams | b****s@r****m | 1 |
| Ubuntu | u****u@i****l | 1 |
| Patrick Tripp | p****p@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 33
- Total pull requests: 94
- Average time to close issues: about 1 year
- Average time to close pull requests: 6 days
- Total issue authors: 12
- Total pull request authors: 14
- Average comments per issue: 2.09
- Average comments per pull request: 0.51
- Merged pull requests: 75
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 10
- Pull requests: 24
- Average time to close issues: about 1 month
- Average time to close pull requests: 6 days
- Issue authors: 4
- Pull request authors: 8
- Average comments per issue: 0.2
- Average comments per pull request: 0.79
- Merged pull requests: 13
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- ZacharyWills (6)
- Michael-Lalime (6)
- KatherinePowell-NOAA (5)
- mykelalvis (4)
- breannalcv (3)
- mwengren (3)
- cpaternostro (1)
- rezuma (1)
- aliabdolali (1)
- dpsnowden (1)
- jduckerOWP (1)
- hellkite500 (1)
Pull Request Authors
- patrick-tripp (60)
- jduckerOWP (7)
- ZacharyWills (6)
- jonmjoyce (5)
- mwengren (3)
- sakshamg19 (2)
- kennethells (2)
- ruhhh1130 (2)
- nayaaaaaann (2)
- RATED-R-SUNDRAM (1)
- mykelalvis (1)
- benjwadams (1)
- minnaho (1)
- MahmudM (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- Pillow *
- cmocean *
- dask *
- distributed *
- matplotlib *
- netCDF4 *
- numpy *
- pyproj ==2.6
- Pillow *
- cmocean *
- dask *
- distributed *
- matplotlib *
- netCDF4 *
- numpy *
- plotting *
- pyproj *
- Pillow *
- cmocean *
- dask *
- distributed *
- matplotlib *
- netCDF4 *
- numpy *
- pyproj *
- Pillow *
- boto3 *
- dask *
- distributed *
- matplotlib *
- netCDF4 *
- numpy *
- plotting *
- prefect *
- pyproj ==2.6
- boto3 *
- cartopy ==0.20.2
- cmocean ==2.0
- netCDF4 *
- netcdf4 ==1.5.8
- numpy *
- scipy *
- xarray ==2022.3.0