Debug algorithm

Introduction#

Hkube enable debugging algorithm on your local IDE as part of a pipeline executed on the cluster

Use Cases#

After executing the following job you suspect that the "yellow" node does not calculate its output properly and you wish to debug it in your local IDE

How To#

HKUBE has four options for debug algorithm:

• Debug Pipeline - execute the pipeline from start
  • In the pipeline descriptor change the node type from "algorithm" to "debug"
• Debug from cache , debug specific node and while getting the data of the predecessors from caching of the previous run
  • In the dashboard open the relevant job select the algorithm you wish to debug click the icon
• Debug algorithm (without pipeline)
  • Select the algorithm from the algorithm list and click the icon
• Debug Override - execute the pipeline from start
  • Run the pipeline
  • To the options object add "debugOverride"
  • The value is an array with the nodes name you wish to debug i.e. "debugOverride":["yellow"]

Obtaining the debugging URL

TBD

On your IDE#

In order to debug your algorithm locally, install the "HKUBE wrapper" package

• Python: pip install hkube-python-wrapper
• nodeJS: npm i @hkube/nodejs-wrapper

After installing the "HKUBE wrapper" package add the following code to your project and start debugging :

Python:#

from hkube_python_wrapper import Algorunner
import algorithm.main as algorithm #the path of you "start" function

def main():
        print("starting algorithm runner")
        Algorunner.Debug("<the debugging URL>",algorithm.start)

if __name__ == "__main__":
    main()

NodeJS#

const NodejsWrapper = require('@hkube/nodejs-wrapper');
const alg = require("./hkubeApiImage") //the path of you "start" function
const main = async () => {
    NodejsWrapper.debug("<the debugging URL>",alg)
}

main()

Java#

Setup a run debug java configuration

• Main class
  • Java main class is hkube.algo.wrapper.Main from artifact io.hkube:wrapper:2.0-SNAPSHOT (also found in https://oss.sonatype.org/content/repositories/snapshots)
• Runtime ClassPath
  • io.hkube:wrapper:2.0-SNAPSHOT and its dependencies.
  • The written algorithm module. When running the algorithm locally you need to set 2 environment variables:

Instead of setting these environment variables, you can also add a config.properties file to the running classpath root directory and set these environment variable names as keys.

            WORKER_SOCKET_URL=ws://playground.hkube.io/hkube/debug/something
            ALGORITHM_ENTRY_POINT=Algorithm

• Program argument 'debug'

To avoid the program attempting to load the algorithm from a jar, 'debug' should be given as a program argument.