Pentaho Business Analytics Evolves Pedro Alves Pentaho SVP - - PowerPoint PPT Presentation

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Pentaho Business Analytics Evolves Pedro Alves Pentaho SVP - - PowerPoint PPT Presentation

Mar 10, 2023 298 likes •1.28k views

Pentaho Business Analytics Evolves Pedro Alves Pentaho SVP Community & Product Designer, Hitachi Vantara Agenda Pentaho Vision High Level Roadmap Pentaho Analytics Yesterday Today: The Beginning of a Journey Pentaho

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Pentaho Business Analytics Evolves

Pedro Alves Pentaho SVP Community & Product Designer, Hitachi Vantara

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Agenda

  • Pentaho Vision
  • High Level Roadmap
  • Pentaho Analytics – Yesterday
  • Today: The Beginning of a Journey
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Pentaho Vision

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A product vision must be a combination of 3 elements

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What the market wants What we have What we want

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Top down approach: Strive for something the users desire

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Usability first

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We won’t improve the product usability if we think about technology

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We have to think differently

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So instead of thinking about Datasources, APIs, ETL, Models, Dashboards, Architecture…

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Lets think about what the users want

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They want information

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Pentaho Vision – Making it simple

Pentaho Proprietary and Confidential

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Pentaho Proprietary and Confidential

Pentaho Vision: The story of an insight

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Pentaho Proprietary and Confidential

Data Preparation

No more separation between DI and Analytics

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Pentaho Proprietary and Confidential

Data Preparation

Analytics must be available anywhere

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Pentaho Proprietary and Confidential

Data Preparation

And collaboration is fundamental

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Pentaho Proprietary and Confidential

Collaboration

This insight then comes to life

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Pentaho Proprietary and Confidential

Sharing and consumption

A library of insights, In a governed, scalable and collaborative universe

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Pentaho Proprietary and Confidential

Different outputs

DET Self Explore Visualizations Report Self Service Dashboard CTools Dashboard

And consumed any way needed

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How are we executing on this vision?

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High-level Roadmap

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Pentaho Proprietary and Confidential

Message: A Single Flow with Analytics Anywhere

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Big Data Processing

Data Explorer Visual Data Prep Streamlined Modeling Data Science Extensions

Visual Data Experience

Spark Engine Adaptive Execution Streaming Machine Learning

(Big) Data Processing

Pentaho Scale-Out Cloud Deployment Lumada Integrated

Enterprise Platform

From Vision to Roadmap

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Big Data Processing

Data Explorer Visual Data Prep Streamlined Modeling Data Science Extensions

Visual Data Experience

Pentaho Proprietary and Confidential

Visual Data Experience

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Pentaho Proprietary and Confidential

Spark Engine Adaptive Execution Streaming Machine Learning

(Big) Data Processing

(Big) Data Processing

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Pentaho Proprietary and Confidential

Pentaho Scale-Out Cloud Deployment Lumada Integrated

Enterprise Platform

Enterprise Platform

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Pentaho Analytics: Yesterday

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Analytics have always been relegated to the Pentaho Server

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On a tool based approach

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That we chose in the first place

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Big Data Processing Analyzer Interactive Reporting Pentaho Dashboards

Pentaho Proprietary and Confidential

CTools Dashboards

Pentaho Server Analytics Tools

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With different and sometimes overlapping capabilities

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Big Data Processing

Ad-hoc Pivot View Visualizations Inline Modelling Several functions Ad-hoc Row Level analysis Metadata Based Report generation

Interactive Reporting

Self Service Template based Limited set of components Easy to use

Pentaho Dashboards

Pentaho Proprietary and Confidential

Pre-canned Dashboard Embedded capabilities Allows the Art of the possible Not easy to use

CTools Dashboards Analyzer

Pentaho Server Analytics Tools

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Today: The Beginning

  • f a Journey
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In order to fix usability, we had to take a step back

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The first ask can’t be:

What tool do you want to use?

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Analyzer is based on the Mondrian engine

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Visualizations were tied to it and not reusable

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Interactive Reporting is based on the Pentaho Metadata engine

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Both require separate modelling exercises

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And don’t share common functionality

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Don’t get me wrong…

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They are both excellent tools for the use cases they were created for!

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But we pay the price for maintaining two different applications

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And users pay the price for the lack of coherency

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We want to fix it

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We want to fix it.

And we will!

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So we’re aiming for 2 objectives:

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  • 1. A unified and coherent way to explore data
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  • 2. That can be used anywhere in the cycle
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Internal Project Codename: DET

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We envisioned a tool that abstracted all those concepts

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And could, in time, provide the features each existing tool provides

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And be the place to add new capabilities

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Such tool wouldn’t be built from scratch…

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Instead, would leverage existing technology

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But hiding it from the end user

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They don’t care about models, engines, any of that crap…

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Now…

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Some of you may not know…

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But a first version of this tool already exists since 7.0

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If you haven’t seen it, you’re looking in the wrong place

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It’s not here…

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It’s here

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We’re building something that allows users to explore any data

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No matter where it comes from

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And giving them the freedom to look at it any way they choose from

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At a row level…

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As a Pivot table

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Or any other visualization

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Since 7.0, we’ve been working on several threads:

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Increased functionality

Drilldown Filters Actions (Keep only / Exclude / etc)

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Extensibility and coherency

Viz Api 3.0 Support for Analyzer and CTools

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Performance improvements

Reducing start-up time Optimizing resources Handling more data

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And going forward we’ll keep working on many more

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More functionality

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Inline modeling capabilities

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Profiling capabilities

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Support for bigger and more complex datasets

But thinking about this differently….

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Write-back capabilities (Wrangling)

The real PDI thin client strategy, a wysiwyg ETL layer

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Ability to plug in your own data

Always in a governed way

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Available everywhere: PDI, Pentaho Server…

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Or embedded in your own application

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Pentaho Analytics: Tomorrow

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Going back to the original vision

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We want to remove the focus from the tool

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And put the focus on the information

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The insights we get from them

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And let everything else follow…

Visualizations Self service ”dashboards” Printed reports Custom Dashboards Blending on the glass

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Allowing us to implement the original vision

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Pentaho Proprietary and Confidential

DET Self Explore Visualizations Report Self Service Dashboard CTools Dashboard

Pentaho Analytics

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