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Embracing the Dynamic Mindset:
Reinventing ProRail’s Data Processing using FME
Presenter
The
Peak
of
Data
Integration
20
23
Cynthia
de Vos
Technical Lead
The
Peak
of
Data
Integration
20
23
Agenda
1. Introduction Case Study
2. XX
3. XX
The
Peak
of
Data
Integration
20
23
Introduction
The
Peak
of
Data
Integration
20
23
Customer success story:
ProRail
The
Peak
of
Data
Integration
20
23
What ProRail does
The
Peak
of
Data
Integration
20
23
Infrastructure
The
Peak
of
Data
Integration
20
23
Challenge: Maintaining and further development
of 700+ workspaces
● High impact on life-cycle management
● Risk of bugs/errors
● Dependency on external schedulingtool
● Dependency on large team of Dev/Ops
● Manual tasks
The
Peak
of
Data
Integration
20
23
The
Peak
of
Data
Integration
20
23
Introducing project GAAS
The
Peak
of
Data
Integration
20
23
Improving it: GAAS
Automated Testing
OTAP
Deployment Azure Devops
FME Flow Automations
Dynamic
The
Peak
of
Data
Integration
20
23
Improving it: GAAS
Automated Testing
OTAP
Deployment Azure Devops
FME Flow Automations
Dynamic
The
Peak
of
Data
Integration
20
23
Authentic Sources Geoprocessing Mapservices
ArcGIS Platform
Other applications
The
Peak
of
Data
Integration
20
23
FME Flow Automations
Automation B
FME Flow
Topic
Automation A
Triggers. A Trigger listens for and receives messages from an external client or from within FME Server.
Every automation begins with a Trigger.
External Actions. Sends a message to an external client or another process in FME Server.
What happens afterward is no longer part of this Automation.
The
Peak
of
Data
Integration
20
23
Types of workspaces
Configuration
ReadTableNames
ConfigDependencies
EndOfAutomation
The
Peak
of
Data
Integration
20
23
Types of workspaces
Configuration
ReadTableNames
ConfigDependencies
EndOfAutomation
Dynamic
ReadAuthenticSources
Geoprocessing
WritetoPresentation
The
Peak
of
Data
Integration
20
23
Types of workspaces
Configuration
ReadTableNames
ConfigDependencies
EndOfAutomation
Dynamic
ReadAuthenticSources
Geoprocessing
WritetoPresentation
Specific
TrackEnrichment
LevelCrossing
TrackSpeedLimits
The
Peak
of
Data
Integration
20
23
FME Flow Automations
Geoprocessing
StartKetenB WriteToPresentation
StartKetenA
StartKetenC
ReadAuthentic
DataSources
The
Peak
of
Data
Integration
20
23
Configuration Tables
TABEL
NAAM
LAT
LON
SPOORTAK
REL
SPOORTAK
KM
GEOKM OVER
ERVING
RELATIE REL
METHODE
PRESEN
TATIE
WORKSPACE
Crossbuck 1 0 0 1 1 0 1
PhysicalTrack 1 0 0 1 1 0 1 PhysicalTrack
Enrichment.fmw
LevelCrossing 1 0 0 1 0 1 Geometrie 1 LevelCrossing.fmw
ContractArea 0 0 0 0 0 1 VlakPunt 1
Contains information about:
•What processing is required per objecttype
•Data dependencies
•Schema mapping (datamodel authentic datasource <> datamodel GAAS)
•Data filterering (only limited features required for publication)
The
Peak
of
Data
Integration
20
23
Configuration Tables
TABEL
NAAM
LAT
LON
SPOORTAK
REL
SPOORTAK
KM
GEOKM OVER
ERVING
RELATIE REL
METHODE
PRESEN
TATIE
WORKSPACE
Crossbuck 1 0 0 1 1 0 1
PhysicalTrack 1 0 0 1 1 0 1 PhysicalTrack
Enrichment.fmw
LevelCrossing 1 0 0 1 0 1 Geometrie 1 LevelCrossing.fmw
ContractArea 0 0 0 0 0 1 VlakPunt 1
Contains information about:
•What processing is required per objecttype
•Data dependencies
•Schema mapping (datamodel authentic datasource <> datamodel GAAS)
•Location of authentic source data
•Data filterering (only limited features required for publication)
The
Peak
of
Data
Integration
20
23
Data dependencies
Automation B
FME Flow
Topic
Automation A
The
Peak
of
Data
Integration
20
23
Data dependencies
Automation B
FME Flow
Topic
Automation A
Sorting relative groups based on
Dependencies
Automated process that recalculates
order every run
The
Peak
of
Data
Integration
20
23
Sorting mechanism
No dependencies
(group 0)
Dependent on previous groups
(group 2)
Dependent on previous groups
(group 3)
etc.
The
Peak
of
Data
Integration
20
23
DEMO
The
Peak
of
Data
Integration
20
23
Unit testing Custom Transformers
The
Peak
of
Data
Integration
20
23
Unit testing Custom Transformers (2)
The
Peak
of
Data
Integration
20
23
Overview by Mermaid
The
Peak
of
Data
Integration
20
23
Conclusion
The
Peak
of
Data
Integration
20
23
Generic and modular process, dynamic workspaces, custom transformers,
and automations.
Conclusion
Benefits Challenges
Efficient life cycle management High investment short-term
Reduced upgrade time and risk Currently the old system 700+ workspaces are still
operational
Reduced risk when adding new features
Improved data quality
Enhanced collaboration
Streamlined Process: Leveraging Azure DevOps
and OTAP.
The
Peak
of
Data
Integration
20
23
Embrace the Dynamic Mindset:
Draw Inspiration from ProRail’s
Success and Drive
Transformation
The
Peak
of
Data
Integration
20
23
Embrace the Dynamic Mindset
Top Tips
1. Identify Opportunities for Streamlining
2. Explore the Dynamic Capabilities of FME Platform
3. Strengthen Robustness Through Testing
4. Invest in Continuous Learning and Innovate.
5. Collaborate with the FME Community
The
Peak
of
Data
Integration
20
23
Resources
● Include resources for attendees to get started with
● In bullet points
● Here
ThankYou!
cdevos@tensing.com

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