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Devon Energy recently adopted POSTGIS as a data store for data served via web maps. All corporate data is typically edited and maintained in ArcSDE. This presentation focuses on the many ways FME can be used to manage transactional change and keep databases in sync, especially for tricky datasets. See more presentations from the FME User Conference 2014 at: www.safe.com/fmeuc
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CONNECT. TRANSFORM. AUTOMATE.
Managing Data Synchronization Jerrod Stutzman GIS Platform Engineer – Devon Energy
Project Goal
CONNECT. TRANSFORM. AUTOMATE.
! Create a centralized spatial system for storing and displaying SCADA (supervisory control and data acquisition) data
! View data on map via desktop and mobile ! Google-like search and performance
Challenges
! Need to see consistent data on desktop web app and custom iPhone app
! Location information from SCADA database is inconsistent and unreliable – need to join with reliable data for mapping
! Need to show on map along with other Devon assets (wells, pipelines, leases, etc) ! ArcSDE is authoritative spatial database
! Won’t be used if it isn’t fast!
Solution
! Spatial Reasoning System (SRS) ! OpenGeo Suite (POSTGIS data served via
GeoServer using GeoWebCache) ! Apache SOLR search platform ! Internally developed web and mobile apps ! FME & FME Server for data creation and
synchronization ! Custom code for certain integrations
Why OpenSource
! PERFORMANCE ! Biggest pain point historically is our well dataset.
Over 4 million features + 3 geometries (surface location, bottom location, directional path)
! POSTGIS + GeoServer render and cache this dataset quite fast
! POSTGIS can store all 3 geometries on one row! ! Reduced database complexity ! Low cost
! FME is used within the SRS to create and sync data for wells, pipelines, leases, seismic, facilities, etc
! FME Server handles scheduling and failure reporting (email)
SRS Integrations Diagram
Selected Workbench Example 1 EXCEL Spreadsheet to POSTGIS
Selected Workbench Example 1 EXCEL Spreadsheet to POSTGIS
! SCADA Radio Tower data is maintained in Excel ! Updated quarterly. Full dataset update ! GPS Location and Range need to be shown
! Need to store 1 to 3 geometries for each tower
Selected Workbench Example 1 EXCEL Spreadsheet to POSTGIS
Selected Workbench Example 2 Non-spatial Oracle to POSTGIS
Selected Workbench Example 2 Non-Spatial Oracle to POSTGIS
! Non-spatial well production data from Oracle DB is synchronized with POSTGIS
! Workflow:
Retrieve last run time from
POSTGIS Query
ORACLE for changes
Query POSTGIS for
matches Compare to determine
INSERT/UPDATE
Determine DELETES
Update POSTGIS
DB triggers update SOLR
Selected Workbench Example 2 Non-Spatial Oracle to POSTGIS
Selected Workbench Example 3 Seismic Data from Oracle DB
Selected Workbench Example 3 Seismic Data from Oracle DB
! Seismic data can be represented spatially as lines or polygons ! This is stored in the seismic DB as a coordinate list
of vertices (numbers only, non-spatial DB) ! This data needs to be ‘spatialized’ and stored in a
spatial database – synced nightly (incremental updates)
! Complexity Reduction – store all data (2 different geometry types) in same table
Selected Workbench Example 3 Seismic Data from Oracle DB
Result
Future
! Ability to do an “UPSERT” DB transaction would greatly simplify some of the logic required to determine DB transaction! ! ARCSDE30 Writer actually had this capability, if it
did not find the record to update, it would insert ! Need to revise old workbenches to use best
practices and gain efficiencies ! Scaling SRS to handle more data and users
Thank You!
! Questions?
! For more information: ! Jerrod Stutzman ! [email protected] ! Devon Energy Corporation
CONNECT. TRANSFORM. AUTOMATE.