CSIP Jupyter Notebooks: Workflow Tutorials and Examples

The following examples demonstrate the use of CSIP services in client applications. Jupyter Notebooks are used to exercise the service setup and typical steps in example workflows. All Jupyter Notebooks are hosted on Google's Colaboratory. You will be able to view them. If you authenticate, you can run them on Google's Compute engine.

If you are not familiar with Jupyter Notebooks, here are some useful resources:

• Jupyter Notebook Tutorial
• Google's Colaboratory

CSIP Introduction

This tutorial walks you through the basic process of preparing and executing service calls. This Notebook demonstrates the CSIP basics: exploring a service endpoints, invoking a service with input data and fetching the service output.

• General Intro: https://colab.research.google.com/drive/1Wu0Dc7VQr34NcWcbwaSX6ooO3i8ilrie
• Publish/Subscribe: https://colab.research.google.com/drive/16TQKjdD7q7fEdNouMssDkJW5XSiBQx54

PRMS 4.0.3 CSIP Model Service

• https://colab.research.google.com/drive/1brMyMLsZ9fkaMDm9xgUh59BRzFO0f-eI

AgES CSIP Service and Particle Swarm Optimization Tutorial

• https://colab.research.google.com/drive/1oTB3so4gcVvwYdr8tuquXSL_mWNjFUQI

Water Supply Forecasting using prms-python and CSIP

• https://colab.research.google.com/drive/1KOug2Hi_qKlhSToU_LkkiVGZQaIRorXv

Timeseries Management Services

• https://colab.research.google.com/drive/1CofGIW_oMkcyrwNcpya8aL6O3rXYYjZx
• https://colab.research.google.com/drive/1vvSdIgkDVO9nePyKBeGjyybf2Wfyhjpo

Rivertrak

• https://colab.research.google.com/drive/11r74dfCujzfkxM2_AwFhkbZTxOfZt6tq

LAMPS Tutorial

• https://colab.research.google.com/drive/1ffgyilBlgl_lta79wKNdNeyh0q7fKCam

DSSAT SUBSTOR Tutorial

• DSSAT 1.1 https://colab.research.google.com/drive/1Os94x0EyYXmtzxstaWgwzBZdp2wsrHHs
• DSSAT 1.2 https://colab.research.google.com/drive/1jgN5CzJRPuZUBBzOVlQTot_ihTrXNLGx

ANN services

• https://colab.research.google.com/drive/10sj7NaU5o4zDPBz9Hp-NduQzR7zRSTvQ