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Tonic User Guide
About Tonic
Getting started with Tonic
Managing your Tonic account
Frequently Asked Questions
Creating and managing workspaces
Managing workspaces
Managing access to workspaces
Viewing workspace jobs and job details
Configuring data generation
Privacy Hub
Database View
Table View
Identifying sensitive data
Table modes
Generators
Subsetting data
Viewing and adding foreign keys
Viewing and resolving schema changes
Tracking changes to workspaces and generator presets
Using the Privacy Report to verify data protection
Running data generation
Running a data generation job
Managing Tonic data generation performance
Post-job scripts
Webhooks
Configuring data science mode
Data science mode prerequisites
Viewing the list of models
Creating a model configuration
Configuring a model
Viewing, editing, and deleting a model
Training and exporting data models
Training a model
Reviewing the training results
Exporting a model
Installing and Administering Tonic
Tonic architecture
Using Tonic securely
Deploying a self-hosted Tonic instance
Setting up and managing a Tonic Cloud pay-as-you-go subscription
Managing user access to Tonic
Tonic monitoring and logging
Setting environment variables
Updating Tonic
Connecting to your data
About data connectors
Overview for database administrators
Data connector summary
Amazon EMR
Amazon Redshift
Databricks
File connector
Google BigQuery
MongoDB
MySQL
Oracle
PostgreSQL
Snowflake on AWS
Snowflake on Azure
Spark SDK
Spark with Livy
Tonic process overview for Spark with Livy
System requirements for Spark with Livy
Tonic differences and limitations with Spark with Livy
Configuring Spark with Livy workspace data connections
SQL Server
Using the Tonic API
About the Tonic API
Getting an API token
Getting the workspace ID
Using the Tonic API to perform tasks
Example script: Starting a data generation job
Example script: Polling for a job status and creating a Docker package
Other resources
Release notes
Tonic tutorial videos
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GitBook
Spark with Livy
Apache Livy provides a REST API for triggering Spark Jobs.
Tonic supports using Livy to run Spark Jobs.
System requirements
Supported versions of Spark and Livy
Tonic differences and limitations
Features that are unavailable or work differently in Spark with Livy workspaces
Configure workspace data connections
Data connection settings for Spark with Livy workspaces
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Using Spark to run de-identification of the data
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Tonic process overview for Spark with Livy
Last modified
1mo ago
