You can create a new workflow by either starting with a pre-built template that covers general use cases and customizing it to fit your needs, or building a new workflow entirely from scratch to match your exact requirements. It’s all about what works best for you!

Using the templates

To create a new workflow using a template, go to the Workflows section from the left navbar. On the Workflows Home page or from the All templates page, click on the workflow template you want to use.

When you click on a template, a pop-up will show a description, its flow and similar templates. If it looks like a good match, click Use this template to create your workflow. This setup is a quick way to launch workflows that are already designed for your specific needs.

To help you get started fast, the template opens with pre-filled sample inputs. You can use these to quickly run the workflow and see the results, giving you a feel for how it works. If needed, you can easily edit the inputs, outputs, or any operations to fit your specific requirements.

For example, you can add your own dataset as an input. This can be a .csv file from your computer or data from sources like AWS S3, PostgreSQL, or Snowflake. Then, choose where you would like the results to be saved—whether it’s an S3 bucket, your computer, or directly within the MarkovML library as shown below.

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Note

1. You can run and edit the flow for multiple times. You may also check your previous runs history from the Runs History tab on the top.
2. Once you have the flow you desire, you can lock the flow using the lock icon on the top. This will prevent others to make any changes to the flow.

Create a Custom Workflow from Scratch

From the Home page, click on the blue box with the + icon to start building a new workflow from scratch. You can also click New Workflow from other pages like All Templates, Drafts, Published, or Archived.

This opens a blank workflow page where you can set up your flow by choosing the input, operations, and output that suit your needs.

once your flow is ready, click on the Run button to run your workflow.

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Note

1. You can add more than one operation in the order of execution.
2. You can use 2 inputs and use the Join dataoperation to join the input data and perform further operations on it.

Learn how to build a simple workflow step-by-step in this quick video tutorial.