5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ......

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Transcript of 5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ......

PentahoBusinessAnalyticsEvolvesPedroAlvesPentaho SVPCommunity&ProductDesigner,HitachiVantara

Agenda

• PentahoVision

• HighLevelRoadmap

• PentahoAnalytics– Yesterday

• Today:TheBeginningofaJourney

PentahoVision

Aproductvisionmustbeacombinationof3elements

Whatthemarket

wantsWhat

wehave

Whatwewant

Topdownapproach:Striveforsomethingtheusersdesire

Usabilityfirst

Wewon’timprovetheproductusabilityifwethinkabouttechnology

Wehavetothinkdifferently

SoinsteadofthinkingaboutDatasources,APIs,ETL,Models,Dashboards,Architecture…

Letsthinkaboutwhattheuserswant

Theywantinformation

PentahoVision– Makingitsimple

PentahoProprietaryandConfidential

PentahoProprietaryandConfidential

PentahoVision:Thestoryofaninsight

PentahoProprietaryandConfidential

DataPreparation

NomoreseparationbetweenDIandAnalytics

PentahoProprietaryandConfidential

DataPreparation

Analyticsmustbeavailableanywhere

PentahoProprietaryandConfidential

DataPreparation

Andcollaborationisfundamental

PentahoProprietaryandConfidential

Collaboration

Thisinsightthencomestolife

PentahoProprietaryandConfidential

Sharingandconsumption

Alibraryofinsights,Inagoverned,scalableandcollaborativeuniverse

PentahoProprietaryandConfidential

Differentoutputs

DETSelfExplore

Visualizations

Report

SelfServiceDashboard

CToolsDashboard

Andconsumedanywayneeded

Howareweexecutingonthisvision?

High-levelRoadmap

PentahoProprietaryandConfidential

Message:ASingleFlowwithAnalyticsAnywhere

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

FromVisiontoRoadmap

Big Data ProcessingData Explorer

Visual Data Prep

Streamlined Modeling

Data Science Extensions

Visual Data Experience

PentahoProprietaryandConfidential

VisualDataExperience

PentahoProprietaryandConfidential

Spark Engine

Adaptive Execution

Streaming

Machine Learning

(Big) Data Processing

(Big)DataProcessing

PentahoProprietaryandConfidential

Pentaho Scale-Out

Cloud Deployment

Lumada Integrated

Enterprise Platform

EnterprisePlatform

PentahoAnalytics:Yesterday

AnalyticshavealwaysbeenrelegatedtothePentahoServer

Onatoolbasedapproach

Thatwechoseinthefirstplace

Big Data ProcessingAnalyzer Interactive

ReportingPentaho

Dashboards

PentahoProprietaryandConfidential

CToolsDashboards

PentahoServerAnalyticsTools

Withdifferentandsometimesoverlappingcapabilities

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

PentahoProprietaryandConfidential

Pre-canned Dashboard

Embedded capabilities

Allows the Art of the possible

Not easy to use

CToolsDashboards

Analyzer

PentahoServerAnalyticsTools

Today:TheBeginningofaJourney

Inordertofixusability,wehadtotakeastepback

Thefirstaskcan’tbe:Whattooldoyouwanttouse?

AnalyzerisbasedontheMondrianengine

Visualizationsweretiedtoitandnotreusable

InteractiveReportingisbasedonthePentahoMetadataengine

Bothrequireseparatemodellingexercises

Anddon’tsharecommonfunctionality

Don’tgetmewrong…

Theyarebothexcellenttoolsfortheusecasestheywerecreatedfor!

Butwepaythepriceformaintainingtwodifferentapplications

Anduserspaythepriceforthelackofcoherency

Wewanttofixit

Wewanttofixit.

Andwewill!

Sowe’reaimingfor2objectives:

1.Aunifiedandcoherent waytoexploredata

2.Thatcanbeusedanywhere inthecycle

InternalProjectCodename:DET

Weenvisionedatoolthatabstractedallthoseconcepts

Andcould,intime,providethefeatureseachexistingtoolprovides

Andbetheplacetoaddnewcapabilities

Suchtoolwouldn’tbebuiltfromscratch…

Instead,wouldleverageexistingtechnology

Buthidingitfromtheenduser

Theydon’tcareaboutmodels,engines,anyofthatcrap…

Now…

Someofyoumaynotknow…

Butafirstversionofthistoolalreadyexistssince7.0

Ifyouhaven’tseenit,you’relookinginthewrongplace

It’snothere…

It’shere

We’rebuildingsomethingthatallowsuserstoexploreanydata

Nomatterwhereitcomesfrom

Andgivingthemthefreedomtolookatitanywaytheychoosefrom

Atarowlevel…

AsaPivottable

Oranyothervisualization

Since7.0,we’vebeenworkingonseveralthreads:

Increasedfunctionality

Drilldown

Filters

Actions(Keeponly/Exclude/etc)

ExtensibilityandcoherencyViz Api 3.0

SupportforAnalyzerandCTools

PerformanceimprovementsReducingstart-uptime

Optimizingresources

Handlingmoredata

Andgoingforwardwe’llkeepworkingonmanymore

Morefunctionality

Inlinemodelingcapabilities

Profilingcapabilities

Supportforbiggerandmorecomplexdatasets

Butthinkingaboutthisdifferently….

Write-backcapabilities(Wrangling)Thereal PDIthinclientstrategy,awysiwyg ETLlayer

Abilitytopluginyourowndata

Alwaysinagovernedway

Availableeverywhere:PDI,PentahoServer…

Orembeddedinyourownapplication

PentahoAnalytics:Tomorrow

Goingbacktotheoriginalvision

Wewanttoremovethefocusfromthetool

Andputthefocusontheinformation

Theinsightswegetfromthem

Andleteverythingelsefollow…Visualizations

Selfservice”dashboards”

Printedreports

CustomDashboards

Blendingontheglass

Allowingustoimplementtheoriginalvision

PentahoProprietaryandConfidential

DETSelfExplore

Visualizations

Report

SelfServiceDashboard

CToolsDashboard

PentahoAnalytics