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Using FME Flow and VC Publisher
inside Urban Data Platforms
Presenters
The
Peak
of
Data
Integration
20
23
Thomas Adolphi
Senior Project Manager
VCS
Matthew Smillie
Senior FME Specialist
VCS
The
Peak
of
Data
Integration
20
23
Agenda
1. Introduction
2. Part 1 - Leveraging the VC Publisher
REST API with FME
3. Part 2 - Upload, Process and View
powered by OpenAPI‘s
4. Conclusion
The
Peak
of
Data
Integration
20
23
Introduction
VC Publisher
• Data > Web
• CesiumJS
• OGC Standards
• 3DTiles
• A new OpenAPI!
The
Peak
of
Data
Integration
20
23
Leveraging the VC Publisher
REST API with FME
The
Peak
of
Data
Integration
20
23
Don't Wait, Automate!
The
Peak
of
Data
Integration
20
23
The OpenAPI Opens the door to the power of
FME
● On demand conversions (E.g., client upload)
● Chain VC Publisher tasks to automate custom workflows
● Keep data and published application evergreen
● Automate repetitive preprocessing steps
● Rapidly Integrate custom workflows
The
Peak
of
Data
Integration
20
23
Connecting to the VC Publisher
● REST API at <HOST>/apidoc/v1/
● 120+ Different REST Calls available
● Too much work to "fully" support in FME
with CustomTransformers.
The
Peak
of
Data
Integration
20
23
Connecting to the VC Publisher
● REST API at <HOST>/apidoc/v1/
● 120+ Different REST Calls available
● Too much work to "fully" support in FME
with CustomTransformers.
● 23+ Different Custom Transformers
● Authentication, Upload, Download, Run
Task, etc
The
Peak
of
Data
Integration
20
23
Import From OpenAPI
Spec (FME2023.1+)
● Allows for importing call
directly from the spec doc
● Reduces chances of typos
● Easily compare with other
tools (e.g., Postman)
● UI Could provide more info:
○ Descriptions,
○ Group/Sort by Tags
The
Peak
of
Data
Integration
20
23
Connecting to the VC Publisher - Authentication
● Token based authentication OR
● FME Web Connection
The
Peak
of
Data
Integration
20
23
● Set up web connection if you
can
● Requires a good knowledge of
the authentication process
● Worth putting in the effort
especially if working in a shared
environment
Connecting to the VC
Publisher - Authentication
The
Peak
of
Data
Integration
20
23
Helpful FME Tools
● HTTPCaller
● JSONFragmenter (GET)
● JSONFlattener (GET)
● JSONExtractor (GET/PUT)
● JSONUpdater (PUT)
● JSONTemplator (PUT/POST)
● AttributeJSONPacker (POST)
● Path Reader (Uploads)
The
Peak
of
Data
Integration
20
23
Helpful FME Tools
The
Peak
of
Data
Integration
20
23
Store, find, move and view
your data.
The
Peak
of
Data
Integration
20
23
Most important in UDP’s
• Break down data silos
• Accessibility of data
• Use your data
• Protection of data
• View your data
Data harmonization
The
Peak
of
Data
Integration
20
23
THUS… you need
● A catalog
● Open standards
● Open API‘s
● Protection rules
Data integration &
processing
Accessibilit
y
Data
protection
The
Peak
of
Data
Integration
20
23
Upload, Process and View
your data powered by Open
API‘s.
The
Peak
of
Data
Integration
20
23
Open API
● OpenAPI-Specification (OAS) defines a standardised, language
independent interface to HTTP-APIs, giving human-beings as well
as computers the capability to explore and understand a service
without access to source code, documentation or network checks.
If correctly set up a client is able to understand and interact with a
service by a minimum of implementation logic
● An OpenAPI-Definition can be used by tools for documentation
creation, for API representation, tools for source code creation, test
creation and many more.
The
Peak
of
Data
Integration
20
23
Open API‘s
We will make use of:
1. VC Publisher API
1. Store & register data
2. Trigger converter jobs
3. Find and load data
2. FME Flow API
1. Trigger transformation jobs
The
Peak
of
Data
Integration
20
23
The FLOW of data
FLOW
FME FLOW
FME FLOW
Data harmonization
The
Peak
of
Data
Integration
20
23
The flow of data
FME FLOW
{REST
API}
{REST
API}
{REST
API}
{REST
API}
Upload to data
store
& register in
catalog
download &
transform
Upload
to
data
store
Find in catalog
Load from data
store
view data
{REST
API}
{REST
API}
{REST
API}
{REST
API}
Upload to data
store
& register in
catalog
transfor
m
Store in data
store
register in
catalog
Find in catalog
Load from data
store
view data
The
Peak
of
Data
Integration
20
23
The
Peak
of
Data
Integration
20
23
{ LIVE
DEMO }
The
Peak
of
Data
Integration
20
23
Conclusion
The
Peak
of
Data
Integration
20
23
Open API’s are essential for…
● UDP’s
● Flow of data
● Data integration
● Easy use of urban (geo)data
● Automation
The
Peak
of
Data
Integration
20
23
We presented
● Some powerful possibilities offered by OpenAPI's
● How easy it is to leverage the VC Publisher OpenAPI
from FME Flow
● With minimum effort in coding
○ Most annoying stuff is UI / UX ☺
The
Peak
of
Data
Integration
20
23
Resources
● VCS Website: https://vc.systems/en
● VC Publisher: https://vc.systems/en/products/vc-publisher/
● VC View: https://vc.systems/en/products/vc-view/
● VC Infra: https://vc.systems/en/products/vc-infra/
● GitHub: https://github.com/virtualcitySYSTEMS
ThankYou!
Thomas: tadolphi@vc.systems
Matt: msmillie@vc.systems

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