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Release Notes
Version 8.5 Release Notes
Analytics Server 8.5.18 Release Notes
Platform Analytics 8.5.18 Release Notes
Analytics Server 8.5.16 Release Notes
Platform Analytics 8.5.16 Release Notes
Analytics Server 8.5.12 Release Notes
Platform Analytics 8.5.12 Release Notes
Analytics Server 8.5.9 Release Notes
Platform Analytics 8.5.9 Release Notes
Analytics Server 8.5.7 Release Notes
Platform Analytics 8.5.7 Release Notes
Analytics Server 8.5.4 Release Notes
Platform Analytics 8.5.4 Release Notes
Analytics Server 8.5.2 Release Notes
Analytics Server 8.5.1 Release Notes
Platform Analytics 8.5.1 Release Notes
Analytics Server 8.5.0 Release Notes
Platform Analytics 8.5.0 Release Notes
Version 8.4 Release Notes
ThingWorx Analytics 8.4.15 Release Notes
ThingWorx Analytics 8.4.13 Release Notes
ThingWorx Analytics 8.4.11 Release Notes
ThingWorx Analytics 8.4.8 Release Notes
ThingWorx Analytics 8.4.5 Release Notes
ThingWorx Analytics 8.4.4 Release Notes
ThingWorx Analytics 8.4.3 Release Notes
ThingWorx Analytics 8.4.1 Release Notes
ThingWorx Analytics 8.4 Release Notes
Version 8.3 Release Notes
ThingWorx Analytics 8.3.7 Release Notes
ThingWorx Analytics 8.3.5 Release Notes
ThingWorx Analytics 8.3.3 Release Notes
ThingWorx Analytics 8.3.2 Release Notes
ThingWorx Analytics 8.3.1 Release Notes
ThingWorx Analytics 8.3 Release Notes
Version 8.2 Release Notes
ThingWorx Analytics 8.2.2 Release Notes
ThingWorx Analytics 8.2.1 Release Notes
ThingWorx Analytics 8.2 Release Notes
ThingWorx Analytics 8.1 Release Notes
ThingWorx Analytics 8.0 Release Notes
Compatibility Matrix
Compatibility Matrix – 8.5 and Later
Compatibility Matrix – Before 8.5
System Requirements
8.5.x Analytics Server System Requirements
8.5.x Platform Analytics System Requirements
8.4.x ThingWorx Analytics System Requirements
8.3 ThingWorx Analytics System Requirements
ThingWorx Analytics Functionality
Explanatory Analytics
Descriptive Analytics
Prediction Model Generation
Predictive Scoring
Prescriptive Scoring
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
ThingWorx Analytics API
API Overview
API Link
ThingWorx Analytics Installation
Overview
Analytics Server Components
Analytics Extension Components
Descriptive Analytics Components
Property Transform Components
Security Considerations
Security Overview
SSL Support for Analytics Server APIs
SSL Support for ThingWorx
Updating Encrypted Keys and Passwords
System Architecture
Analytics Server System Architecture for 8.5
Analytics Server System Architecture for 8.2 to 8.4
Descriptive Analytics Architecture
Property Transform Architecture
ThingWorx Analytics Linux Installation
Prerequisites – Linux Installation
Root Access
ThingWorx Server
JDK 8u141 64-bit (Java SE Development Kit)
Property Transform Components
Descriptive Analytics Upgrades
Downloading the Installer Files
Analytics Server Installation for Linux
Text Mode Installation
Graphical Mode Installation
Silent Mode Installation
Scale the Number of Workers
Verifying the Analytics Server Installation
Verifying the Analytics Extension Installation
Platform Analytics Installation for Linux
Text Mode Installation
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
Prerequisites – Windows Installation
Administrator Access
ThingWorx Server
JDK 8u141 64-bit (Java SE Development Kit)
Windows Powershell
Property Transform Components
Descriptive Analytics Upgrades
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
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
Updating ThingWorx AppKeys
For Linux
Update a ThingWorx AppKey For Analytics Server – Scripted Process
Update a ThingWorx AppKey for Analytics Server – Manual Process
Update a ThingWorx AppKey for Platform Analytics – Scripted Process
Update a ThingWorx AppKey for Platform Analytics – Manual Process
For Windows
Update a ThingWorx AppKey for Analytics Server – Scripted Process
Update a ThingWorx AppKey for Analytics Server – Manual Process
Update a ThingWorx AppKey for Platform Analytics – Scripted Process
Update a ThingWorx AppKey for Platform Analytics – Manual Process
Updating an Analytics API Key
Update a ThingWorx Analytics API Key – Linux
Update a ThingWorx Analytics API Key – Windows
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
Data Field Names that Start with a Number
Non-Time Series Metadata Sample
Time Series Metadata Sample
Handling Data via Analytics Builder
Handling Data via Analytics Microservices
Upload the Data
Upload via the File Upload Widget
Upload via REST Client
Upload Large Volume Data Directly
Create a Dataset
Include Data in a Request Body
Key Analytics Infotables
Sample Post Body
Sample REST API Call
Sample Javascript Service
ThingWorx Analytics Extension
Overview
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
Run the Configuration Service
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 Profiles
Generate New Profiles Based on a Model
Generate New Profiles without a Model
View Profiles Job Details
Export Profiles
Working with Signals
Identify New Signals without a Model
View Signals Job Details
Export Signals
Working with Predictive Models
Creating New Predictive Models
Filter the Data for a New Model
Exclude Features from a New Model
Add a Learner to a New Model
View Model 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
Interpreting Predictive 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 Agent
Creating Input Models for Analytics Manager
Create an 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
How Predictive Scoring Works Using the Analytics Server Connector
Predictive Scoring: Analysis Job Status
Troubleshoot Predictive Scoring Using the Analytics Server
How ThingPredictor Works
Configure and Deploy the ThingPredictor Agent
ThingPredictor Limitations
Troubleshoot ThingPredictor
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
Tutorial: Use the ThingPredictor Agent for Predictive Scoring
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 .NET SDK
.NET Application Interface
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
Quick Samples
Anomaly Detection
Overview
Prerequisites – Anomaly Detection
Implementing Anomaly Detection
Preparing 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
FactoryTalk Analytics Integration
Solution Overview
Security Considerations
Installation
Configure HDFS
Unauthenticated Configuration
Kerberos Authentication Configuration
Editing Java Command Line Parameters
Create Dataset Custom Processor
Retrieve Model Inputs and Outputs for Scoring
Synchronous Prediction Custom Processor
Asynchronous Prediction Custom Processor
Scoring Result Custom Processor
Interpreting Prediction Processor Output
Sample Custom Processor Implementation
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About Searching from the Help Center
About Home and Topic Pages
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