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›User Guide

Overview

  • Lentiq introduction
  • Lentiq architecture
  • What is a data pool?
  • What is a project?
  • Migrating from Hadoop

Getting started

  • Deploying applications and processing clusters
  • Connecting to Spark from a notebook
  • Uploading data to Lentiq
  • Creating a data pool
  • Deploying on GCP
  • Deploying on AWS

User Guide

    Managing applications

    • Working with applications
    • Managing compute resources

    Managing data

    • Working with data and metadata
    • Sharing data between data pools
    • Querying data with SQL (DataGrip)
    • Connecting Tableau to Lentiq

    Managing models

    • Working with models
    • Publishing notebooks
    • Training and serializing a model
    • Managing model servers

    Managing workflows

    • Working with workflows
    • Creating a reusable code block from a notebook
    • Creating a docker image based reusable code block
  • Glossary
  • API

Tutorials

  • End-to-end Machine Learning Tutorial

Lentiq API

Lentiq exposes an OpenAPI v3 (OAS 3) compatible API.

  • REST API Specification
  • Python Client API documentation (autogenerated)
  • OpenAPI Specification json (Swagger file)

Note: Due to our use of polymorphism which has only recently been added in the OAS 3 specs, some SDK client generators might not work out of the box or example generators might not properly suggest working examples. Check the generated documentation and use appropriate classes such as SparkConfiguration instead of ApplicationConfiguration for the call to the application-public-api-controller create operation.

Authentication

All calls to the API require an API key to be submitted to our API as a HTTP header called Authorization. The value of that header must be prefixed with the word 'APIKEY ':

Authorization: APIKEY <api-key-text>

To get your API key use the API Credentials link in the Lentiq UI:

api_key

REST API call example

To get you started, an example call for a function, without any client:

curl -H "Authorization: APIKEY <use_your_own>" https://api.lentiq.com/api/v1/applications/demo/my-project/server
← GlossaryEnd-to-end Machine Learning Tutorial →
  • Authentication
  • REST API call example
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