Category "kubeflow"

Rest API call for kubeflow in GCP

I have a pipeline deployed through gcp cloud based Kubeflow. Now I want to manage the pipeline from outside the google account i.e from different google account

kubeflow - what do you need to get started?

There is Installing Kubeflow has multiple links to environment dependent installation documents but there is no clear overview on what we need to get started. A

Kubeflow - what is xxx_op and yyyOp?

In Kubeflow, what does op or Op indicate in xxx_op and ```yyyOp``? def add(a: float, b: float) -> float: return a + b add_op = comp.func_to_container_op

Kubeflow Pipelines v2 is giving Permission Denied on OutputPath

In Kubeflow Pipelines v2, running on EKS with default install, I'm getting a "permission denied" error. It ran correctly in KFP v1. time="2022-04-26T21:53:30.71

Kubeflow Pipeline cannot communicate with S3 bucket

I am installing Kubeflow Pipeline on AWS from this official repository: github.com/kubeflow/manifests/tree/master/apps/pipeline/upstream/env/aws Kubeflow is con

Is there an implemented way to use a kubeflow pipeline's output outside the pipeline?

I'm using local kubeflow pipelines for building a continuous machine learning test project. I have one pipeline that preprocess the data using TFX, and it saves

how to achieve multi-user isolation for kubeflow pipelines

I recently updated kubeflow version to 1.3 but this does not seem to work for API authentication. When I call kubeflow endpoint from my springboot service, it g

Kubeflow Pipelines How can we create static HTML visualization with embedded iFrame using inline storage?

I am wondering how could I create a simple static HTML visualization for kubeflow pipelines using inline storage? My use case is I'd like to pass a string with

How to obtain the Kubeflow pipeline run name from within a component?

I'm working with Kubeflow pipelines. I would like to access the "Run name" from inside the a task component. For example in the below image the run name is "My

Kubeflow Pipelines error on GCP - Run doesn't end

After submitting the "run" using Jupyter notebook, when I go to the Kubeflow pipeline dashboard, I can see my "run" submitted & running but it doesn't end e

How to pass data or files between Kubeflow containerized components in python

I'm exploring Kubeflow as an option to deploy and connect various components of a typical ML pipeline. I'm using docker containers as Kubeflow components and so