Wallaroo SDK Essentials Guide

The following commands are the most essential when working with Wallaroo. They are listed in the order that a typical workflow would follow as the following:

• Connect to Wallaroo
• Workspace management
  • Create a workspace
  • List Workspaces
  • Get Current Workspace
  • Set the current workspace
  • Add a User to a Workspace
  • Remove a User to a Workspace
  • Add a Workspace Owner
• Managing workspace users
  • List All Users
  • Get User by Email
  • Activate and DeActivate Users
• Model Management
  • Supported Model Versions and Libraries
  • Upload Models to a Workspace
  • Auto-Convert Models
• Pipeline Management
  • Create a pipeline
  • List All Pipelines
  • Select an Existing Pipeline
  • Add a Step to a Pipeline
  • Remove a Pipeline Step
  • Manage Pipeline Deployment Configuration
  • Deploy a pipeline
  • Undeploy a Pipeline
  • Get Pipeline Status
  • Get Pipeline Logs
  • Anomaly Testing
    • Set A Validation
    • Display anomalies
  • A/B Testing
    • Add Random Split
    • Replace With Random Split
  • Pipeline Shadow Deployments
    • Create Shadow Deployment
    • Retrieve Shadow Deployment Logs
  • Get Pipeline URL Endpoint
• Tag Management
  • Create Tag
  • List Tags
  • Pipeline Tag Management
    • Add Tag to Pipeline
    • Search Pipelines by Tag
    • Remove Tag from Pipeline
  • Model Tag Management
    • Assign Tag to a Model
    • Search Models by Tag
    • Remove Tag from Model
• Inference Management
  • Run Inference through Local Variable
  • Run Inference Through the Pipeline Deployment URL
  • Run Inference through a file
  • InferenceResult Object
• Manage Assays via the Wallaroo SDK
  • List Assays
  • Build Assay Via the Wallaroo SDK
  • Perform Interactive Baseline
  • Display Assay Graphs
  • Run Interactive Assay
  • Bins
    • Number of Bins
    • Bin Mode
    • Bin Weights

Supported Model Versions and Libraries

The following ML Model versions and Python libraries are supported by Wallaroo. When using the Wallaroo autoconversion library or working with a local version of the Wallaroo SDK, use the following versions for maximum compatibility.