Streaming Analytics using Spotfire® Streaming 10.x

Description

This is a set of presentation slide decks and hands-on lab exercises that supports a live instructor-based class. The decks may also be read on their own.
Videos, where available, go through the presentation decks with a recorded audio narration elaborating the slide content.
On occasion, there is a video that is supplemental information, such as the Dr. Streaming "Operationalizing your models" video. The content in this video is closely related to the slides for the unit, but the video content does not follow the slides.
This course assumes no prior familiarity with Streaming Analytics, Event Processing, or StreamBase; rather it intends to present information to allow the user to build a System of Insight using StreamBase 10.
This material created and tested using StreamBase 10.2.0, Live Datamart 10.2.0 and LiveView Web 1.3.1.
- The lab files will work in more recent versions of Spotfire® Streaming and will update automatically on import; just agree to that if asked.
- LogData_sample.csv is required for the Schemas lab. This file is enclosed in the LogData_sample.csv.zip file. You need to extract the csv file from the zip to execute the lab.
- SampleModel.Rdata is required for the TERR lab. This file is enclosed in the SampleModel.Rdata.zip file. You need to extract the Rdata file from the zip to execute the lab.

Prerequisites

Knowledge of Computer Programming in some high-level language, such as Python or Java
Relational tables (helpful)
Elementary statistical functions (optional)
High-level predictive modelling concepts (optional)
Apache Maven (helpful, but not strictly required)

Tutorial Outline and Materials

Unit	Presentation (Download Files From Resources)	Video	Hands-On Lab Steps (Download Files From Resources)	Lab Files (Download Files From Resources)
Introduction	Use Cases	Streaming Analytic Use Cases	N/A	N/A
Spotfire® Streaming Analytics Architecture Overview	StreamingAnalyticsArchitectureOverview	Streaming Analytics Architectural Overview	N/A	N/A
StreamBase Studio and EventFlow Basics	StreamBaseStudioAndEventFlowBasics	Studio and EventFlow Basics Part 1 Studio and EventFlow Basics Part 2	Schemas Lab	LogData_sample.csv.zip
Ingest Phase	IngestionBasics	Ingestion Basics Part 1 of 3 Ingestion Basics Part 2 of 3 Ingestion Basics Part 3 of 3	CoreIngestionOperatorsLab	N/A
Running (Manual Input), Test, Debug in StreamBase Studio	ManualRunTestDebug	Manual Input, Test, Debug Part 1 Manual Input, Test, Debug Part 2	Manual Input Lab	N/A
Connect (Streaming Sources of Data)	Connect	Connecting to Streaming Data Sources, Part 1 Connecting to Streaming Data Sources, Part 2 Connecting to Streaming Data Sources, Part 3	FeedSim Lab	N/A
Aggregating Data	AggregateOperator	Binning data via the Aggregate Operator, Part 1 Binning data via the Aggregate Operator, Part 2	Aggregating Data Lab	N/A
Query Table and Query Table Operator	Query Operator and Query Table	Query Table and Query Operator, Part 1 Query Table and Query Operator, Part 2 Query Table and Query Operator, Part 3	Query Table Lab	N/A
Execution Order (How Tuples Flow)	Execution Order Rules (1-4)	Execution Order Rules 1-4	N/A	N/A
Dynamic Variables	Dynamic Variables	Dynamic Variables	N/A	N/A
Tuples	Tuples Tuple Data Type	Tuples and Lists	Using Tuples Lab	XMLTupleListIterate.zip
Models in a System of Insight	TERR	Operationalize your Models (Dr. Streaming)	TERR Lab	SampleModel.Rdata.zip TERRLabStartingPoint.zip
Decision Tables and Artifact Management Server (AMS)	DecisionTables_AMS		DT_AMS_lab	N/A
Introduction to Live Datamart	Live Datamart Intro and Overview	Introduction to Live Datamart	N/A	N/A
Building Live Datamart Applications	Building LiveView Applications	Building LiveView Applications	Unit 2 Lab	N/A
Populating Live Datamart Tables	Populating Tables	Populating LiveView Tables	Unit 3 Lab Unit 3 Lab for 10.6.1 only	PopulatingTablesLabFile PopulatingTablesLabFile1061
Visualizing Live, Streaming Data	Visualizing Streaming Data	Visualizing Live, Streaming Data	Unit 4 Lab	VisualizingLabFile
Aggregating Live Datamart Data	Aggregating Live Datamart Data	Aggregation in Live Datamart	Unit 5_Lab	AggregatingLDMdataLabFile
Taking Action on your Insights	Alerts & Table Actions	Live Datamart Alerts and Table Actions	Unit6_1.3_Lab	AlertsAndActionsLabFile

Supplemental unit specific to formatting in LiveView Web

Formatting Live Data in a Variety of Charts (Download Files From Resources)	Charts & Formatting in LiveView Web	Visualization Configuration and Data Formatting in LiveView Web	Unit 7_1.3_Lab	FormattingLabFile