5 Pentaho Business Analytics Evolves - PentahoWorld … · Pentaho Business Analytics Evolves ......
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Pentaho Business Analytics Evolves Pedro Alves Pentaho SVP Community & Product Designer, Hitachi Vantara
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
