SciWIn Client Examples

This repo provides all SciWIn Client Examples from the Documentation.

Getting started example

The getting started example is the most basic example provided with SciWIn Client. It creates a simple two-step-workflow without using containerization. It is made to get familiar with the basic capabilities of the create and connect commands.

Preview Workflow

Advanced example

The advanced example provides a real world use case using data from the german elections 2025 for the city of brunswick. Herein containerization is used and it is much more focused on how a real project will look like compared to the basic example. The workflow is a complex multiple-step operation which is built in two iterations.

Preview Workflow

Corn Prediction

This example demonstrates the usage of s4n through a simplified crop yield prediction pipeline that combines soil and weather data to train models and generate county-level yield predictions for Iowa.

Preview Workflow

Automated Metrics

An Example Repo where the SciWin-Client Team does collect metrics about the SciWIn-Client by using a Workflow created by SciWin-Client. This Workflow is executed on a regular basis using GitHub Actions.

Preview Workflow

---
config:
  theme: base
  look: neo
  themeVariables:
    primaryColor: '#C5E0B4'
    primaryTextColor: '#231f20'
    secondaryColor: '#EEEEEE'
    lineColor: '#385723'    
    fontSize: 12px
    tertiaryTextColor: '#231f20'
    fontFamily: 'Fira Sans, trebuchet ms, verdana, arial'
---
flowchart TB
  linkStyle default stroke:#385723,stroke-width: 2px;
  subgraph inputs[Workflow Inputs]
    direction TB
    token(token)
    git(git)
  end
  subgraph outputs[Workflow Outputs]
    direction TB
    raw_data(raw_data)
    analyzed_data(analyzed_data)
    badge(badge)
    platform(platform)
    readme(readme)
    release(release)
    history(history)
  end
    collect(collect)
  token --> |token|collect
    analyze(analyze)
  collect --> |json|analyze
    announce(announce)
  analyze --> |json|announce
    announce_templates_template_md(../../templates/template.md)
  announce_templates_template_md --> |templates_template_md|announce
    provenance(provenance)
  git --> |git|provenance
  analyze --> |analyzed_data_json|provenance
  collect --> |raw_data|raw_data
  analyze --> |analyzed_data|analyzed_data
  analyze --> |badge|badge
  analyze --> |platform|platform
  announce --> |readme|readme
  analyze --> |release|release
  provenance --> |history|history
  style inputs fill:#EEEEEE,stroke-width:2px;
  style token stroke:#0f9884,fill:#6FC1B5,stroke-width:2px;
  style git stroke:#0f9884,fill:#6FC1B5,stroke-width:2px;
  style outputs fill:#EEEEEE,stroke-width:2px;
  style raw_data stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style analyzed_data stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style badge stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style platform stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style readme stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style release stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style history stroke:#823909,fill:#F8CBAD,stroke-width:2px;
  style collect stroke:#385723,stroke-width:2px;
  style analyze stroke:#385723,stroke-width:2px;
  style announce stroke:#385723,stroke-width:2px;
  style announce_templates_template_md font-size:9px,fill:#cfeae6, stroke:#9FD6CE,stroke-width:2px;
  style provenance stroke:#385723,stroke-width:2px;

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