Welcome to ThingWorx Analytics 10 Help Center

Release Notes

Fixed Issues in Analytics Server 10.1

Release Notes for Analytics Server 10.0

What’s New in Analytics Server 10.0

Fixed Issues in Analytics Server 10.0

Release Notes for Platform Analytics 10.0

Fixed Issues in Platform Analytics 10.0

Compatibility Matrix

System Requirements

ThingWorx Analytics Functionality

Explanatory Analytics

Descriptive Analytics

Prediction Model Generation

Predictive Scoring

Interpreting Predictive Scoring Results

Parsing Predictive Scoring Results

Prescriptive Scoring

Interpreting Prescriptive Scoring Results

Parsing Prescriptive Scoring Results

Confidence Models

Generating Confidence Models via ThingWorx APIs

Retrieve a Predictive Model URI

Generate Confidence Models for an Existing Predictive Model

Retrieve a Confidence Model URI

Download a PMML Model

Predictive Scoring with Confidence Models

Interpreting Predictive Scoring Results with Confidence Models

Anomaly Detection

Time Series Predictions

Learners and Ensemble Techniques

K-fold Validation

Profile Subpopulations

ThingWorx Analytics API

API Overview

API Changes - 9.0

System Architecture

Analytics Server System Architecture

Descriptive Analytics Architecture

Property Transform Architecture

Anomaly Detection Architecture in a ThingWorx Cluster

Security Considerations

Security Overview

TLS Support for Analytics Server APIs

TLS Support for ThingWorx

TLS Support for ZooKeeper

TLS Support for RabbitMQ

TLS Support for Flink

Updating Passwords for Autogenerated Truststores

Updating Encrypted Keys and Passwords

Updating Flink Passwords on Ubuntu

ThingWorx Analytics Installation

Overview

Analytics Server Components

Analytics Extension Components

Descriptive Analytics Components

Property Transform Components

ThingWorx Analytics Linux Installation

Downloading the Installer Files

Analytics Server Installation for Linux

Graphical Mode Installation

Silent Mode Installation

Scale the Number of Workers

Handling Large Datasets

Verifying the Analytics Server Installation

Verifying the Analytics Extension Installation

Platform Analytics Installation for Linux

Graphical Mode Installation

Silent Mode Installation

Configure Property Transform Settings in ThingWorx

Scale the number of Property Transforms

Verifying the Descriptive Analytics Installation

Verifying the Property Transform Installation

Change the User Account

Troubleshooting

Troubleshooting ThingWorx Analytics Server

Troubleshooting a Platform Analytics Installation

Handling a Failed Analytics Server Installation

Handling a Failed Platform Analytics Installation

Log Files

Installation Logs

Component Log Files

ThingWorx Analytics Windows Installation

Downloading the Installer Files

Analytics Server Installation for Windows

Graphical Mode Installation

Silent Mode Installation

Scale the Number of Workers

Verifying the Analytics Server Installation

Verifying the Analytics Extension Installation

Disable/Enable Automatic Startup

Platform Analytics Installation for Windows

Graphical Mode Installation

Silent Mode Installation

Configure Property Transform Settings in ThingWorx

Scale the number of Property Transforms

Verifying the Descriptive Analytics Installation

Verifying the Property Transform Installation

Change the User Account

Troubleshooting

Troubleshooting ThingWorx Analytics Server

Troubleshooting a Platform Analytics Installation

Handling a Failed Analytics Server Installation

Handling a Failed Platform Analytics Installation

Log Files

Installation Logs

Component Log Files

Connecting Analytics Server to Azure PostgreSQL

ThingWorx Analytics with ThingWorx High Availability

ThingWorx Analytics Upgrade, Modify, Repair

For Linux

Upgrade Analytics Server from an Earlier Release

Upgrade Analytics Extension from an Earlier Release

Upgrade Platform Analytics from an Earlier Version

Modify or Repair an Existing Analytics Server Installation

Modify or Repair an Existing Platform Analytics Installation

For Windows

Upgrade Analytics Server from an Earlier Version

Upgrade Analytics Extension from an Earlier Release

Upgrade Platform Analytics from an Earlier Version

Modify or Repair an Existing Analytics Server Installation

Modify or Repair an Existing Platform Analytics Installation

Upgrading Analytics Server to Java 21 for 9.7 and later

Upgrading Platform Analytics to Java 21 for 9.7 and later

Updating an Analytics API Key

Update a ThingWorx Analytics API Key – Linux

Update a ThingWorx Analytics API Key – Windows

Updating ThingWorx AppKeys

For Linux

Update a ThingWorx AppKey For Analytics Server – Scripted Process

Update a ThingWorx AppKey for Platform Analytics – Scripted Process

For Windows

Update a ThingWorx AppKey for Analytics Server – Scripted Process

Update a ThingWorx AppKey for Platform Analytics – Scripted Process

Updating a RabbitMQ Password

Update a RabbitMQ Password – Linux

Update a RabbitMQ Password – Windows

Uninstalling ThingWorx Analytics Components

Uninstalling Components for Linux

Uninstalling Components for Windows

ThingWorx Analytics Data

Prepare Data and Metadata

OpType DataType Combinations

Transforming Free-Form Text for Analysis

Handling Missing Dataset Values

Data Field Names that Start with a Number

Non-Time Series Metadata Sample

Time Series Metadata Sample

Upload Data via Analytics Builder

Handling Data via ThingWorx Things

Upload Data via ThingWorx Things

Upload via the File Upload Widget

Upload via REST Client

Upload Large Volume Data Directly

Create a Dataset via ThingWorx Analytics DataThing

Include Data in a Request Body

Key Analytics Infotables

Sample Post Body

Sample ThingWorx REST API Call

Sample Javascript Service

Handling Dataset Filters via ThingWorx Analytics DataThing

ThingWorx Analytics Extension

Prerequisites

Download the Software Package

Import the Extension

Re-import Analytics Builder Files

Re-import Analytics Manager Files

Imported Packages

Perform Post Installation Configuration for Analytics Builder

Set Up User Access

Configure Communication Settings in Analytics Builder

Perform Post Installation Configuration for Analytics Manager

Set up User Access

Set Design Time Permissions

Set Run Time Permissions

Set Visibility Permissions

Set Maximum File Transfer Size

Load Quality of Service Initial Data

Create and Add a User to the TW.AnalyticsManager.Applications Group

Create an Application Key and Set User Reference

Set a Home Mashup

Upgrade Analytics Extension from an Earlier Release

Remove the Extension

Analytics Builder

Getting Started with Analytics Builder

Working with Datasets

Create and Configure a New Dataset

Review and Edit Metadata

View Dataset Information

Upload Additional Data

View Filters

Create a Data Filter

Delete a Data Filter

Delete a Dataset

Working with Signals

Identify New Signals without a Model

View Signals Job Details

Export Signals

Working with Profiles

Generate New Profiles Based on a Model

Generate New Profiles without a Model

View Profiles Job Details

Export Profiles

Working with Predictive Models

Creating New Predictive Models

Filter the Data for a New Model

Exclude Fields from a New Model

Add a Learner to a New Model

Customizing Confusion Matrix Weights

View Model Results

Model Result Statistics

ROC Curve Results

Confusion Matrix Results

Bubble Plot Results

View Model Job Details

Delete a Model

Retrain a Model

Working with Predictive Scoring

Create a New Predictive Scoring Job

View Scoring Job Details

Download Scoring Results

Delete a Predictive Scoring Job

Troubleshooting Analytics Builder

Analytics Manager

Getting Started with Analytics Manager

Analytics Manager Concepts

Working with Analysis Providers

Create an Analysis Provider

Manage an Analysis Provider

Working with Flexible Scaling

Configure Agents to Support Deployment

Create a Quality of Service Rule

Example: Result of a Quality of Service Rule

Manage a Quality of Service Rule

Configuring Analysis Agents

Configure the Microsoft Excel JAVA Agent

Test Microsoft Excel JAVA Agent

Creating Input Models for Analytics Manager

Create an Excel Workbook

Create a JAVA Excel Workbook

Working with Analysis Models

Create an Analysis Model

Upload Different Types of Models

Create Input and Result Data Shapes

Test an Analysis Model

Enable an Analysis Model

Manage an Analysis Model

Working with Analysis Events

Create a Discrete Analysis Event

Create a Simulation Analysis Event

Create a Cascaded Analysis Event

Map Event Data to Properties

Map Input Data

Map Result Data

Enable an Analysis Event

Manage an Analysis Event

Working with Analysis Jobs

Create an Analysis Job

Manage an Analysis Job

Working with Analysis Replays

Create an Analysis Replay

Review an Analysis Replay

Working with Predictive Scoring

Predictive Scoring Using the Analytics Server Connector

Predictive Scoring: Analysis Job Status

Troubleshoot Predictive Scoring Using the Analytics Server

Configuring Settings for Analytics Manager

Best Practices

To Connect to a Thing from an External Analysis Tool

To Improve Storage Performance

Feeding Simulated Data through Analytics Manager

Using the Tutorials

Tutorial: Create a Discrete Analysis Event

Tutorial: Create a Simulation Analysis Event

Tutorial: Configure a Mashup to Trigger an Analysis Event

Tutorial: Use the Analytics Server Connector for Predictive Scoring on Non-time Series Models

Tutorial: Use the Analytics Server Connector for Predictive Scoring on Time Series Models

Customizing Analytics Manager

Working with Analysis Connectors

Connector Templates

Create a Custom Connector

Working with Analysis Routers

Using the Default Router Template

Create a Custom Router Template

Assign a Router Template to an Analysis Connector

Working with Analysis Agents

Compatibility Matrix

Build an Agent using Java SDK

Java Application Interface

Create a Custom Agent

Using the Analytics Manager Services

Managing Providers

Managing Flexible Scaling

Managing Customized Flexible Scaling

Managing Models

Managing Events

Managing Data Mapping

Managing Replays

Managing Jobs

Managing Messages

Managing Helper Services

Anomaly Detection

Prerequisites – Anomaly Detection

Implementing Anomaly Detection

Prepare ThingWorx for Anomaly Detection

Creating an Anomaly Alert

Migrate Anomaly Alerts and Models from Earlier Releases

Before Migrating the ThingWorx Server

Before Updating the ThingWorx Analytics Server

Migrate ThingWorx and ThingWorx Analytics Servers

Upload Anomaly Models

Final Steps

Anomaly Alert Statuses

The Certainty Parameter

Anomaly Alert Services

Anomaly Detection Data Streams

Promoting an Anomaly Alert

Retraining an Anomaly Alert

Exporting and Importing Anomaly Models

Using the Anomaly Dashboard Sample Mashup

Descriptive Analytics

Scenarios for Use

Preparing to Use the Services

Implementing Service Calls

Using the Descriptive Analytics Sample Mashup

Property Transforms

Scenarios for Use

Defining a Time-based Property Transform Window

Using the Property Transform Sample Mashup

Sample Mashup for Statistical Calculation Transformations

Sample Mashups for Statistical Monitoring Transformations

Defining Property Transforms Programmatically

Troubleshooting Property Transforms

Why is My New Property Transform Not Functioning?

Resolve External Flink Connection Issues

Create the RabbitMQ User Manually

Stop RabbitMQ for a Platform Analytics Upgrade

Purge Orphaned Flink Jobs