SlideShare a Scribd company logo
1 of 72
Download to read offline
State of
GeoServer 2.12
Andrea Aime
Technical Lead
andrea.aime@geo-solutions.it
@geowolf
GeoSolutions
Innovative, robust and cost-effective solutions
leveraging best-of-breed Open Source products.
Welcome
Open Source Projects
GeoTools
GeoServer
ImageIO-Ext
JAI-Ext
JAI Tools
OSGeo Foundation
Charter Member
GeoServer PSC
GeoTools PSC
Jody Garnett
Community Lead
jgarnett@boundlessgeo.com
@jodygarnett
Boundless
Provides geospatial tools and services for
managing data and building applications.
Welcome
Open Source Projects
GeoTools
GeoServer
uDig
OSGeo Foundation
Board Member
OSGeo Incubation Chair
GeoTools Project Officer
Eclipse Foundation
LocationTech Steering Committee
LocationTech Technology Project
Open Source Projects
GeoTools
GeoServer
GeoWebCache
OSGeo Foundation
GeoServer PSC
GeoWebCache Lead
Kevin Smith
Software Engineer
ksmith@boundlessgeo.com
smithkm
Boundless
Provides geospatial tools and services for
managing data and building applications.
Welcome
GeoServer 2017
GeoServer at a Glance
Java Web Application to share and
edit geospatial data.
Publish data from any major spatial
data source using open standards.
Core Protocols
WMS – maps
WFS – vector
WFS-T – editing
WCS – coverage
WPS* – process
CSW* – search
Tile Protocols
WMTS – tiles
TMS – tiles
WMS-C – tiles
28 → 37 members of team geoserver (to be
updated
624 → 619 No clue this year (check with Kevin)
500+ → 525 pull requests
New contributors being added
(others stepping back)
Smaller base of active contributors this year.
Pull requests still going strong, very active
codebase.
Simone replaces Andrea as OSGeo Officer.
13 releases this year
GeoServer Project Status
How about team user-list?
2005 → 1400 (SF now checking on people
not active on list)
Also geoserver-italia, espanol and opengeo.cn
mailing lists
Release Schedule
stable maintenance
July 2.12.5
June
May 2.12.4
April
March 2.12.3
February 2.11.5
January 2.12.2
December 2.11.4
November 2.12.1
October 2.11.3
September 2.12.0
August 2.10.5 2.11.2
User List Participation
● Answering users questions relies on a low number of people
Action:
● We are sending reminder on effective use of the user list on subscription and
at the bottom of each mail
● Community building activity - remind developers about the definition of
“supported”
(not only reviewing pull requests, also answering user questions, used to be
obvious, but it’s not obvious to devs hired into open source)
● Bug stomp introduced in 2016
○ Relying on volunteer time not working out
○ allowed developers to reserve time
● Moved to fixed schedule in 2017
○ Arranging day each month too random
● Last Friday of each month
○ Check blog post for tips on participation
Standing “last friday of the month” bug stomp
Held “sprint” to update from
Restlet to Spring MVC for our
REST configuration API.
Thanks to GeoSolutions for
hosting, to Boundless and Astun
for sending developers, and to all
the sponsors who helped fund
this important and badly needed,
but boring work.
REST API Migration
2.12Viareggio Code SprintCommunity
REST API
Migration
● Migration complete
● REST API documented
○ Available online now!
2.12Viareggio Code SprintCommunity
Vector data sources
GeoPackage:
● Provides an sqlite database containing vector or raster data
○ Initial idea from spatialite project
○ Now an OGC Standard to replace shapefile and personal file geodatabase
● GeoServer module
○ GeoPackage is a supported plugin in GeoTools
○ We can now promote it to a GeoPackage extension
○ Needs some work, splitting into 4 GeoServer packages, store, wfs output format, wms output
format, wps output format
○ Bug fix - raster mosaic geopackage had y-axis inverted.
GeoPackage (community)
2.12
GeoSolutions
Boundless
Community
Boundless Suite
● GeoServer importer supports GeoJSON files
○ Allows GeoJSON to be imported into PostGIS database and published in one step
○ Based on unsupported module in GeoTools
● Wish to package as a community module for GeoServer
○ Allow GeoServer to directly publish GeoJSON files
○ Text based, non indexed format, only suitable for small files
GeoJSON store
2.12Ian TurtonCommunity
● GeoServer importer supports CSV files
○ Allows CSV to be imported into PostGIS database and published in one step
○ Based on unsupported module in GeoTools (used as a tutorial for programmers)
● Package as a community module for GeoServer
○ Allow GeoServer to directly publish CSV files
○ Text based, non indexed format, only suitable for small files
CSV store
2.12BoundlessCommunity
CSV input/output for WPS
● Allows the input and output of CSV for use in WPS
processes
● This will lead to GeoTools CSV Datastore being
upgraded to community (and hopefully to supported)
● Come see more at “Building a Table Joining Like
Service with Web Processing Services” Friday
Afternoon
2.12
Ian Turton
Astun
RnD
Raster data and
processing
● Initial version in 2.11
● Several fixes in 2.12, e.g.
accuracy, performance,
dateline crossing handling
● Being tested against global
mosaics of Sentinel2 (each
image in a different UTM
zone), more
improvements/fixes incoming
Heterogeneous CRS image mosaics
2.11/2.12Boundless/GeoSolutionsRnD/DLR
UTM60 image footprints UTM1 image footprints
Dateline wrapped
image mosaic
● Reprojected images could have shown border effects
Better handling of reprojection boundaries
2.10/2.11GeoSolutionsCommunity
● Higher order interpolation did not
play well with nodata, causing
border effects:
○ Bilinear
○ Bicubic
● Requires jai-ext enabled
Improved no-data handling in interpolation
2.10/2.11GeoSolutionsCommunity
Before
After
● Respect scale/offset attributes
● Improved support for related dimensions (e.g. time/runtime in forecast),
automatically finding the best related value when just one dimension is
provided
NetCDF reader improvements
2.11
Niels/Devon/Ben/Daniele
Scitus/Boundless/Transient/GeoSolutions
Customer
Runtime
S3 GeoTIFF Community Module
Support for GeoTiffs hosted on Amazon S3
● Reader based off of the GeoTiff reader.
● Very basic caching of images from S3 based off of EhCache
● InputStream implementation from JAI for reading imagery from S3
2.12
Devon
Boundless
Boundless
s3://landsat-pds/L8/001/002/LC80010022016230LGN00/LC8001
0022016230LGN00_B1.TIF?useAnon=true&awsRegion=US_WEST_2
Styling
Style Page
2.10BoundlessCommunity
Refactored CSS Style
Page into the main
application.
Works with
SLD, CSS, YSLD,
Mapbox
Improved experience for
everybody!
New features for CSS (2.10)
● Rendering transformations supported (feature parity with SLD!)
● Rule nesting, helps with selector duplication and makes styles more readable
/* @title Levels */
* {
transform: ras:Contour(levels: 1100 1200 1300 1400 1500 1600 1700);
stroke: black;
z-index: 0;
}
/* @title Values */
[@scale < 3000] {
transform: ras:RasterAsPointCollection();
mark: symbol('square');
:mark {
size: 2;
fill: black;
}
label: [GRAY_INDEX];
label-anchor: 0 0.5;
label-offset: 5 0;
font-family: Arial;
font-fill: black;
z-index: 1;
}
Extract contours at the desired levels
When zoomed-in enough, extract point
values, display center with a mark, and
value on top of it
2.10Andrea AimeCommunity
New features for CSS (2.12)
● Code completion in the editor
● LessCSS compatible color functions
○ Darken, lighten, saturate, ….
● More readable scale denominator rules
○ E.g. @sd < 100k
● Impressive CSS->SLD translation speedup
○ 50 times faster on large CSS sheets
● Easier env variable integration
(in progress, not yet landed)
○ @varname or @varname(defaultValue)
2.10Andrea AimeCommunity
YSLD extension module
● Style Layer Descriptor represented in
YAML
○ Uses indentation rather than XML
○ Easier to read
○ More compact
○ More flexible syntax
○ Contains variables for reusable code
○ Compatible with SLD
● REST API can convert formats
○ Preview your existing styles as YSLD
using REST API
○ View the SLD representation of YSLD
2.11Boundless
symbolizers:
- polygon:
stroke-color: 'blue'
stroke-width: 1
fill-color: '#7EB5D3'
- text:
label: ${name}
fill-color: 'black'
anchor: [0.5, 0.5]
x-maxDisplacement: 40
x-autoWrap: 70
Community
● JSON representation of styling
○ More limited than SLD/YSLD/CSS
● Works well with vector tiles
○ Cross platform styling (OpenLayers, MapBoxGL)
● Work in progress:
○ Currently a GeoTools community module
○ Should package and go to extension if we get time!
MapBox Style Community Module
2.12David VickBoundless Suite
MapBox Style in GeoServer and
OpenLayers
Labelling improvements
● Kerning on by default
(adjusts spacing between chars, e.g.
Check space between T and r in Trimble)
● Underline and Strikethrough
● Char and word spacing control
● Work in progress:
○ Labelling border of polygon
(instead of the centroid)
○ Filtering labels based on
polygon screen size in pixels
2.11
2.12
Andrea Aime
Nuno Oliveria
Community/Geoinfo/
OpenGeoGroep
Improved QGIS Compatibility
● Additional custom “Well Known” marks
● Support for SLD 1.1 External Marks (e.g. TTF font based)
● SVG Parameters 1.0 spec
<PointSymbolizer>
<Graphic>
<ExternalGraphic>
<OnlineResource xlink:type="simple" xlink:href="firestation.svg?fill=#FF0000" />
<Format>image/svg</Format>
</ExternalGraphic>
<size>128</size>
</Graphic>
</PointSymbolizer>
2.11Andrea AimeCommunity
● Label export, most shared configurations exported
● Some in the works (word/char spacing, strikethrough, polygon border labelling)
● Some changes needed in GeoServer SE 1.1 parser too
QGIS 3.0 style export improvements
2.12
Andrea Aime
GeoSolutions
OpenGeoGroep
WMS
Vector Tiles Extension
Extension for publishing vector tiles
- Great solution for modern High
Definition Screens
- Use for GeoWebCache for
“MapBox without MapBox”
- Couple with MapBox style for
consistent styling
2.11Gabriel RoldanBoundless Suite
Better centroid / label placement in “vector” outputs
KML
● generate placemarks that are
always inside polygon
(for concave polygons)
Vector Tiles
● Pregenerate label points in
tiles
○ Reduce effort on client
2.12
Kevin Smith
Just DeOlivera
RnD
Label Labelvs
WMS sortBy vendor param
● Sort by recency, cloud cover, and so on
● Supported by vector data and image mosaic
2.12
Andrea Aime
GeoSolutions
Community
Sort by recencySort by cloud cover
ncWMS like extensions to GetMap (community)
● A new styling language designed for dynamic colormaps
● Applies to all rasters based on their statistics
● Use can control min/max, log scale, animation
● Part of OGC TestBed 12 activities
2.10GeoSolutionsOGC
WFS
“null” prefix bug finally solved
● Occasionally GeoServer could return WFS GML with “null” as the feature
prefix
● Solved for simple features
● Solved for complex features
on global services
2.10
Nuno Oliveira
GeoSolutions
IGEA/NLS
App-schema improvements
● Improvements to connection pool usage (only one connection used
per request now)
● Some improvements helping while using MongoDB as a source for
app-schema records
● Hale mapping support being extended to support MongoDB
2.12
Nuno Oliveira
GeoSolutions
NPRA
GeoJSON output for complex features
● Complex features not limited to GML anymore
2.10
Nuno Oliveira
GeoSolutions
NPRA
{
"type":"FeatureCollection",
"totalFeatures":"unknown",
"features":[
{
"type":"Feature",
"id":"gu.93",
"geometry":{
"type":"Polygon",
"coordinates":[
...
]
},
"properties":{
"description":"Olivine basalt, tuff, microgabbro, minor sedimentary rocks",
"occurrence":[
{
"shape":{
"type":"Polygon",
"coordinates":[
...
]
},
"name":"urn:x-test:GeologicUnit:16777549126931093",
"observationMethod":{
"CGI_TermValue":{
"value":"urn:ogc:def:nil:OGC:missing"
}
},
"positionalAccuracy":{
"CGI_TermValue":{
"value":"urn:ogc:def:nil:OGC:missing"
}
},
{
"shape":{
"type":"Polygon",
"coordinates":[
...
]
},
"name":"urn:x-test:GeologicUnit:16777549126931093",
"observationMethod":{
"CGI_TermValue":{
"value":"urn:ogc:def:nil:OGC:missing"
}
},
"positionalAccuracy":{
"CGI_TermValue":{
"value":"urn:ogc:def:nil:OGC:missing"
}
},
"specification":{
}
}
],
"name":"urn:x-test:GeologicUnit:16777549126931093"
}
// properties ends here
}
WCS
Vendor param for mosaics: cqlFilter and sortBy
● Sort by recency, cloud cover,
and so on
● Filter on the same
● Maps to image mosaic read
parameters
● Uses attributes in the mosaic
index
● Consistent with WMS now,
first see and then download
2.12
Andrea Aime
GeoSolutions
Community
NetCDF input/output improvements
2.12
Niels
Scitus
Community
● Can configure NCML files as sources
● Support variable's attributes definition in
NetCDF output
● Preserve scalars from input
(NetCDF in/NetCDF out)
Tiling
● GeoServer supports “cascading”
remote WMTS services
○ GeoServer acts as a client, rather than
just rerouting each request
○ Same as WMS cascading
● WMTS cascade is a work in
progress
○ Should land in 2.12
WMTS cascading
2.12
Ian Turton/Emanuele Tajariol
GeoSolutions
Customer
Parameter filter cache drop improvements
● GeoWebCache can cache based on parameters
like style, time, or elevation.
○ Could not truncate (remove cached tiles) across all
parameter values, each must be known and truncated
separately.
○ Tiles could be orphaned if the allowed values changed.
○ GeoServer can truncate tiles when the data within them
changes, but only caught the default values for parameters
other than style
● Added operations for
○ Cross parameter truncate
○ Orphan purge
● Enabled cross parameter truncate on data update
GWC
1.12
GS
2.12
Kevin Smith
Boundless
MapStory
WMS/WMTS multidim domain discovery module
(community)
● Data with N dimensions (time, elevation, custom ones)
● Dimensions can be related (forecasts, time and run time), the data can be
scattered and found in pockets, hard to locate data in the ND cube
● Add extra calls to query the domains
● Developed as part of OGC Testbed 12
● See the engineering report and give us feedback:
2.10
Andrea/Nuno
GeoSolutions
OGC
http://docs.opengeospatial.org/per/16-042r1.html#WMTS_Multidimensional_GeoSolu
tions
Configuration and management
Security Consideration - Disabled writing by default
● WFS-T allows editing using
Transaction requests
○ May not be what you expect?
● Default configuration
includes security restrictions
on WFS-T functionality
● Restricting editing of data to
the administrator account.
● Makes service read-only
(while still advertising wfs-t)
2.11Nuno OliveiraCommunity
● Great performance improvement!
● Test with 10000 layers
Faster startup times for large data dirs
2.11AndreaCommunity
Version COLD
(Startup time seconds)
HOT
(Startup time seconds)
2.10.1 428 39
2.10.1 + JDCBConfig 62 49
GSIP 155 68 29
● Great performance improvement!
● Tested on topp:states to make catalog lookup times more evident (assume diff is a constant)
Faster runtime times for large data dirs
2.11AndreaCommunity
Version Throughput req/sec Avg resp. time ms
2.10.1 169 47
2.10.1 + JDCBConfig 68 117
GSIP 155 233 34
● When loading a shapefile the PRJ file only
matched on AUTHORITY code
● Faster lookup implementation allows
GeoServer to search the EPSG database
and match far more often
Better/Faster EPSG code lookups
2.11AndreaCommunity
This reduces a common frustration when configuring new layers in GeoServer
Module “status” REST API (and GUI)
● Verifying what modules are installed was a
challenge
● REST API access to the “status page”
● Easy to add additional entries
● Used to check environment for difficult to
configure modules that use native code
2.11
Morgan Thompson
Boundless
Boundless Suite
geoserver/rest/about/status
Parametric configuration
● Stick parameters in store configurations and
some security bits
● Helps migrating a data dir between
environments (e.g.,
integration/test/beta/production)
● Set the
-DALLOW_ENV_PARAMETRIZATION=true
system var
● Create a property file with variable values
2.10
Alessio Fabiani
GeoSolutions
Eumetsat
World Bank
store_url = file:///var/geoserver/store/teststore
Backup/restore (community)
● Save the configuration to a zip file (not the
data!)
● Restore later, in the same or different
environment
● UI to run backup and restore
● Asynch operations
○ During backup the configuration is forced read only
○ During restore it’s fully locked
2.10GeoSolutions
Eumetsat
World Bank
Web interface in Tools / Resource Browser
● Manage and edit resources
● Data Directory or JDBCStore
● Community module
● Packaged plugin coming soon
● REST API sporting equivalent functionality
found in core
Resource Browser (community)
2.10
Scitus
Development
Boundless/NGA
Security
OAuth (community)
● Allows GeoServer authentication to be
provided by OAuth
● Allows users to login with:
○ GeoNode
○ Google
○ Github
○ … add yours here, it’s pluggable
● Developed for integration
with GeoNode
2.10
Alessio Fabiani
GeoSolutions
Boundless
Security
Considerations
Take care to report the issue in a responsible fashion:
● Keep exploit details out of issue report
● Mark the issue as a vulnerability.
● Be prepared to work with Project Steering Committee (PSC) on a solution
● Keep in mind PSC members are volunteers
and an extensive fix may require fundraising / resources
If you are not in position to communicate in public please consider commercial
support, contacting a PSC member, or reaching us via the Open Source
Geospatial Foundation at info@osgeo.org.
Security Vulnerabilities - Responsible Disclosure
Responsible disclosure policy is working:
● Most users contacted us in a responsible fashion
● One user shared confidential customer report on the user list
Where do reports come from?
● Majority reported from security audits
○ Usually performed under contract
○ Automated tools tend to focus on web administration ui, rather than web services
● GeoServer is subject to several security audits a year
Security Vulnerabilities
Upgrade to get security fixes
● Security fixes being added to supported versions only
● Please upgrade your GeoServer installations!
Looking Ahead
Java 9 Compatibility
Java 9 has been delayed until 2017, but we
would like to ensure GeoServer will function.
(Oracle stops free security updates to Java 8)
We have a couple incompatibilities with the
GeoTools “service provider interface” plugin
system that we will look at resolving during the
code sprint!
The Java Advanced Imaging library enables
GeoServer to do all kinds of great image
processing! The JAI-EXT project extends this
library with replacement no-data / footprint
aware operations.
Sadly Oracle has not maintained the project,
and has not released it as open source.
(see Replace-JAI on GeoTools wiki)
Raster Processing Engine
Joint OSGeo / LocationTech game plan:
● Raster Processing Engine API
definition of raster-processing-api
● Raster Processing Engine
reference pure-java implementation
● Raster Processing Wrapper
benchmark jai-wrapper implementation
● GeoTools Replace JAI
migrate to raster processing engine api
and coordinate transition affected projects
(GeoServer, GeoNode, uDig, GeoScript,
etc...)
Thanks!
Earth observation for EO
OpenSearch for Earth Observations
● Recent addition to OGC protocol for search of earth imagery
● Simpler alternative to CSW with ebRIM
● Two steps search
○ First find collection of similar products (by satellite/sensor)
○ Then search products in it (by other attributes, e.g., cloud cover, off nadir)
● Keeps database of searchable metadata
● Links to OGC services providing said data
● Allows downloading ISO/O&M metadata
2.12GeoSolutionsDLR/EVO-ODAS
OpenSearch for Earth Observations
● Result is RSS with human readable descriptions and
○ Links to OGC services providing said data
○ Links to download ISO/O&M metadata
○ Links to download the raw data
● Exposes one feature type per collection, allowing easy mosaic setup with
same filtering and ordering
2.12GeoSolutionsDLR/EVO-ODAS
OpenSearch for Earth Observations
http://cloudsdi.geo-solutions.it/geoserver/oseo/search?
parentId=SENTINEL2
&cloudCover=30]
● E.g., search all SENTINEL2- images with cloud cover less than 30%
2.12GeoSolutionsDLR/EVO-ODAS
OpenSearch for EO: admin REST API
● Create/Update/Delete the collections and its information
● Create/Update/Delete the product and its information
● Either one shot (throw a zip file with all the info) or granular (edit
searchables first, then thumbnail, then metadata, links, …)
Swagger documentation
2.12GeoSolutionsDLR/EVO-ODAS

More Related Content

What's hot

Creating Stunning Maps in GeoServer: mastering SLD and CSS styles
Creating Stunning Maps in GeoServer: mastering SLD and CSS stylesCreating Stunning Maps in GeoServer: mastering SLD and CSS styles
Creating Stunning Maps in GeoServer: mastering SLD and CSS stylesGeoSolutions
 
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013GeoSolutions
 
State of GeoServer
State of GeoServerState of GeoServer
State of GeoServerJody Garnett
 
Using GeoServer for spatio-temporal data management with examples for MetOc a...
Using GeoServer for spatio-temporal data management with examples for MetOc a...Using GeoServer for spatio-temporal data management with examples for MetOc a...
Using GeoServer for spatio-temporal data management with examples for MetOc a...GeoSolutions
 
GeoServer an introduction for beginners
GeoServer an introduction for beginnersGeoServer an introduction for beginners
GeoServer an introduction for beginnersGeoSolutions
 
Serving earth observation data with GeoServer: addressing real world requirem...
Serving earth observation data with GeoServer: addressing real world requirem...Serving earth observation data with GeoServer: addressing real world requirem...
Serving earth observation data with GeoServer: addressing real world requirem...GeoSolutions
 
GeoServer beginners gwf_2015
GeoServer beginners gwf_2015GeoServer beginners gwf_2015
GeoServer beginners gwf_2015GeoSolutions
 
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...GeoSolutions
 
Geoserver introduction, GeoBusiness 2015
Geoserver introduction, GeoBusiness 2015Geoserver introduction, GeoBusiness 2015
Geoserver introduction, GeoBusiness 2015GeoSolutions
 
GeoServer on Steroids
GeoServer on Steroids GeoServer on Steroids
GeoServer on Steroids GeoSolutions
 
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...GeoSolutions
 
Spatio-temporal Data Handling With GeoServer for MetOc And Remote Sensing
Spatio-temporal Data Handling With GeoServer for MetOc And Remote SensingSpatio-temporal Data Handling With GeoServer for MetOc And Remote Sensing
Spatio-temporal Data Handling With GeoServer for MetOc And Remote SensingGeoSolutions
 
GeoNetwork, The Open Source Solution for the interoperable management of ge...
GeoNetwork, The Open Source Solution  for the interoperable management  of ge...GeoNetwork, The Open Source Solution  for the interoperable management  of ge...
GeoNetwork, The Open Source Solution for the interoperable management of ge...GeoSolutions
 
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017GeoSolutions
 
GeoServer on steroids
GeoServer on steroidsGeoServer on steroids
GeoServer on steroidsGeoSolutions
 
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...Raster data in GeoServer and GeoTools: Achievements, issues and future develo...
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...GeoSolutions
 
State of GeoServer 2.10
State of GeoServer 2.10State of GeoServer 2.10
State of GeoServer 2.10Jody Garnett
 
State of GeoServer 2015
State of GeoServer 2015State of GeoServer 2015
State of GeoServer 2015Jody Garnett
 
GeoServer The Open Source Solution for the interoperable management of geos...
GeoServer The Open Source Solution  for the interoperable management  of geos...GeoServer The Open Source Solution  for the interoperable management  of geos...
GeoServer The Open Source Solution for the interoperable management of geos...GeoSolutions
 
Map box styles in GeoServer and OpenLayers
Map box styles in GeoServer and OpenLayersMap box styles in GeoServer and OpenLayers
Map box styles in GeoServer and OpenLayersJody Garnett
 

What's hot (20)

Creating Stunning Maps in GeoServer: mastering SLD and CSS styles
Creating Stunning Maps in GeoServer: mastering SLD and CSS stylesCreating Stunning Maps in GeoServer: mastering SLD and CSS styles
Creating Stunning Maps in GeoServer: mastering SLD and CSS styles
 
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013
MapStore Create, save and share maps and mashups @ GRASS-GFOSS 2013
 
State of GeoServer
State of GeoServerState of GeoServer
State of GeoServer
 
Using GeoServer for spatio-temporal data management with examples for MetOc a...
Using GeoServer for spatio-temporal data management with examples for MetOc a...Using GeoServer for spatio-temporal data management with examples for MetOc a...
Using GeoServer for spatio-temporal data management with examples for MetOc a...
 
GeoServer an introduction for beginners
GeoServer an introduction for beginnersGeoServer an introduction for beginners
GeoServer an introduction for beginners
 
Serving earth observation data with GeoServer: addressing real world requirem...
Serving earth observation data with GeoServer: addressing real world requirem...Serving earth observation data with GeoServer: addressing real world requirem...
Serving earth observation data with GeoServer: addressing real world requirem...
 
GeoServer beginners gwf_2015
GeoServer beginners gwf_2015GeoServer beginners gwf_2015
GeoServer beginners gwf_2015
 
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...
 
Geoserver introduction, GeoBusiness 2015
Geoserver introduction, GeoBusiness 2015Geoserver introduction, GeoBusiness 2015
Geoserver introduction, GeoBusiness 2015
 
GeoServer on Steroids
GeoServer on Steroids GeoServer on Steroids
GeoServer on Steroids
 
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...
 
Spatio-temporal Data Handling With GeoServer for MetOc And Remote Sensing
Spatio-temporal Data Handling With GeoServer for MetOc And Remote SensingSpatio-temporal Data Handling With GeoServer for MetOc And Remote Sensing
Spatio-temporal Data Handling With GeoServer for MetOc And Remote Sensing
 
GeoNetwork, The Open Source Solution for the interoperable management of ge...
GeoNetwork, The Open Source Solution  for the interoperable management  of ge...GeoNetwork, The Open Source Solution  for the interoperable management  of ge...
GeoNetwork, The Open Source Solution for the interoperable management of ge...
 
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017
 
GeoServer on steroids
GeoServer on steroidsGeoServer on steroids
GeoServer on steroids
 
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...Raster data in GeoServer and GeoTools: Achievements, issues and future develo...
Raster data in GeoServer and GeoTools: Achievements, issues and future develo...
 
State of GeoServer 2.10
State of GeoServer 2.10State of GeoServer 2.10
State of GeoServer 2.10
 
State of GeoServer 2015
State of GeoServer 2015State of GeoServer 2015
State of GeoServer 2015
 
GeoServer The Open Source Solution for the interoperable management of geos...
GeoServer The Open Source Solution  for the interoperable management  of geos...GeoServer The Open Source Solution  for the interoperable management  of geos...
GeoServer The Open Source Solution for the interoperable management of geos...
 
Map box styles in GeoServer and OpenLayers
Map box styles in GeoServer and OpenLayersMap box styles in GeoServer and OpenLayers
Map box styles in GeoServer and OpenLayers
 

Similar to State of GeoServer 2.12

State of GeoServer 2.13
State of GeoServer 2.13State of GeoServer 2.13
State of GeoServer 2.13Jody Garnett
 
State of GeoServer 2.14
State of GeoServer 2.14State of GeoServer 2.14
State of GeoServer 2.14Jody Garnett
 
OSGeo Live Lightening Overview
OSGeo Live Lightening OverviewOSGeo Live Lightening Overview
OSGeo Live Lightening OverviewJody Garnett
 
State of GeoServer, GeoTools and Friends 2014
State of GeoServer, GeoTools and Friends 2014State of GeoServer, GeoTools and Friends 2014
State of GeoServer, GeoTools and Friends 2014Jody Garnett
 
GeoServer Feature Frenzy
GeoServer Feature FrenzyGeoServer Feature Frenzy
GeoServer Feature FrenzyJody Garnett
 
GeoServer Ecosystem 2018
GeoServer Ecosystem 2018GeoServer Ecosystem 2018
GeoServer Ecosystem 2018Jody Garnett
 
GeoServer intro for SDI Days 2013
GeoServer intro for SDI Days 2013GeoServer intro for SDI Days 2013
GeoServer intro for SDI Days 2013GeoSolutions
 
Spatiotemporal Raster Improvements in GeoServer
Spatiotemporal Raster Improvements in GeoServerSpatiotemporal Raster Improvements in GeoServer
Spatiotemporal Raster Improvements in GeoServerGeoSolutions
 
[SiriusCon 2020] Sirius Overview and Roadmap
[SiriusCon 2020] Sirius Overview and Roadmap[SiriusCon 2020] Sirius Overview and Roadmap
[SiriusCon 2020] Sirius Overview and RoadmapObeo
 
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)George Porto Ferreira
 
GeoKettle: A powerful open source spatial ETL tool
GeoKettle: A powerful open source spatial ETL toolGeoKettle: A powerful open source spatial ETL tool
GeoKettle: A powerful open source spatial ETL toolThierry Badard
 
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...Thierry Badard
 
CON6423: Scalable JavaScript applications with Project Nashorn
CON6423: Scalable JavaScript applications with Project NashornCON6423: Scalable JavaScript applications with Project Nashorn
CON6423: Scalable JavaScript applications with Project NashornMichel Graciano
 
Smallworld Data Check-Out to Microstation
Smallworld Data Check-Out to MicrostationSmallworld Data Check-Out to Microstation
Smallworld Data Check-Out to MicrostationSafe Software
 
Open Source GIS Workshop
Open Source GIS WorkshopOpen Source GIS Workshop
Open Source GIS WorkshopJason Dalton
 
Open source based software ‘gxt’ mangosystem
Open source based software ‘gxt’ mangosystemOpen source based software ‘gxt’ mangosystem
Open source based software ‘gxt’ mangosystemHaNJiN Lee
 
Quick and easy web maps
Quick and easy web mapsQuick and easy web maps
Quick and easy web mapsJody Garnett
 
Serverless computing with Google Cloud
Serverless computing with Google CloudServerless computing with Google Cloud
Serverless computing with Google Cloudwesley chun
 
Upcoming features in Airflow 2
Upcoming features in Airflow 2Upcoming features in Airflow 2
Upcoming features in Airflow 2Kaxil Naik
 

Similar to State of GeoServer 2.12 (20)

State of GeoServer 2.13
State of GeoServer 2.13State of GeoServer 2.13
State of GeoServer 2.13
 
State of GeoServer 2.14
State of GeoServer 2.14State of GeoServer 2.14
State of GeoServer 2.14
 
OSGeo Live Lightening Overview
OSGeo Live Lightening OverviewOSGeo Live Lightening Overview
OSGeo Live Lightening Overview
 
State of GeoServer, GeoTools and Friends 2014
State of GeoServer, GeoTools and Friends 2014State of GeoServer, GeoTools and Friends 2014
State of GeoServer, GeoTools and Friends 2014
 
GeoServer Feature Frenzy
GeoServer Feature FrenzyGeoServer Feature Frenzy
GeoServer Feature Frenzy
 
GeoServer Ecosystem 2018
GeoServer Ecosystem 2018GeoServer Ecosystem 2018
GeoServer Ecosystem 2018
 
GeoServer intro for SDI Days 2013
GeoServer intro for SDI Days 2013GeoServer intro for SDI Days 2013
GeoServer intro for SDI Days 2013
 
Spatiotemporal Raster Improvements in GeoServer
Spatiotemporal Raster Improvements in GeoServerSpatiotemporal Raster Improvements in GeoServer
Spatiotemporal Raster Improvements in GeoServer
 
[SiriusCon 2020] Sirius Overview and Roadmap
[SiriusCon 2020] Sirius Overview and Roadmap[SiriusCon 2020] Sirius Overview and Roadmap
[SiriusCon 2020] Sirius Overview and Roadmap
 
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)
2018 - Grupo QGIS Brasil e o lançamento do QGIS 3.4 LTR (Versão de Longo Prazo)
 
GeoKettle: A powerful open source spatial ETL tool
GeoKettle: A powerful open source spatial ETL toolGeoKettle: A powerful open source spatial ETL tool
GeoKettle: A powerful open source spatial ETL tool
 
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...
Spatially enabled open source BI (GeoBI) with GeoKettle, GeoMondrian & SOLAPL...
 
State of JTS 2018
State of JTS 2018State of JTS 2018
State of JTS 2018
 
CON6423: Scalable JavaScript applications with Project Nashorn
CON6423: Scalable JavaScript applications with Project NashornCON6423: Scalable JavaScript applications with Project Nashorn
CON6423: Scalable JavaScript applications with Project Nashorn
 
Smallworld Data Check-Out to Microstation
Smallworld Data Check-Out to MicrostationSmallworld Data Check-Out to Microstation
Smallworld Data Check-Out to Microstation
 
Open Source GIS Workshop
Open Source GIS WorkshopOpen Source GIS Workshop
Open Source GIS Workshop
 
Open source based software ‘gxt’ mangosystem
Open source based software ‘gxt’ mangosystemOpen source based software ‘gxt’ mangosystem
Open source based software ‘gxt’ mangosystem
 
Quick and easy web maps
Quick and easy web mapsQuick and easy web maps
Quick and easy web maps
 
Serverless computing with Google Cloud
Serverless computing with Google CloudServerless computing with Google Cloud
Serverless computing with Google Cloud
 
Upcoming features in Airflow 2
Upcoming features in Airflow 2Upcoming features in Airflow 2
Upcoming features in Airflow 2
 

More from GeoSolutions

MapStore 2 - The Story
MapStore 2 - The StoryMapStore 2 - The Story
MapStore 2 - The StoryGeoSolutions
 
One GeoNode, many GeoNodes
One GeoNode, many GeoNodesOne GeoNode, many GeoNodes
One GeoNode, many GeoNodesGeoSolutions
 
Introduction to GeoNode
Introduction to GeoNodeIntroduction to GeoNode
Introduction to GeoNodeGeoSolutions
 
Advanced Security with GeoServer - FOSS4G 2015
Advanced Security with GeoServer - FOSS4G 2015Advanced Security with GeoServer - FOSS4G 2015
Advanced Security with GeoServer - FOSS4G 2015GeoSolutions
 
Mapping the world beyond web mercator - FOSS4G 2015
Mapping the world beyond web mercator - FOSS4G 2015Mapping the world beyond web mercator - FOSS4G 2015
Mapping the world beyond web mercator - FOSS4G 2015GeoSolutions
 
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...GeoSolutions
 
Advanced Cartographic Map Rendering in GeoServer
Advanced Cartographic Map Rendering in GeoServerAdvanced Cartographic Map Rendering in GeoServer
Advanced Cartographic Map Rendering in GeoServerGeoSolutions
 
Enterprise class deployment for GeoServer and GeoWebcache Optimizing perform...
Enterprise class deployment  for GeoServer and GeoWebcache Optimizing perform...Enterprise class deployment  for GeoServer and GeoWebcache Optimizing perform...
Enterprise class deployment for GeoServer and GeoWebcache Optimizing perform...GeoSolutions
 
GeoSolutions Keynote at WebMGS 2015
GeoSolutions Keynote at WebMGS 2015GeoSolutions Keynote at WebMGS 2015
GeoSolutions Keynote at WebMGS 2015GeoSolutions
 
Geosolutions gwf-2015-v01.04
Geosolutions gwf-2015-v01.04Geosolutions gwf-2015-v01.04
Geosolutions gwf-2015-v01.04GeoSolutions
 
Introduzione a GeoServer ed ai servizi OGC
Introduzione a GeoServer ed ai servizi OGCIntroduzione a GeoServer ed ai servizi OGC
Introduzione a GeoServer ed ai servizi OGCGeoSolutions
 
Raster data in GeoServer and GeoTools: Achievements, issues and future devel...
Raster data in GeoServer and GeoTools:  Achievements, issues and future devel...Raster data in GeoServer and GeoTools:  Achievements, issues and future devel...
Raster data in GeoServer and GeoTools: Achievements, issues and future devel...GeoSolutions
 
Advanced Security With GeoServer
Advanced Security With GeoServerAdvanced Security With GeoServer
Advanced Security With GeoServerGeoSolutions
 
GeoServer on Steroids at FOSS4G Europe 2014
GeoServer on Steroids at FOSS4G Europe 2014GeoServer on Steroids at FOSS4G Europe 2014
GeoServer on Steroids at FOSS4G Europe 2014GeoSolutions
 

More from GeoSolutions (14)

MapStore 2 - The Story
MapStore 2 - The StoryMapStore 2 - The Story
MapStore 2 - The Story
 
One GeoNode, many GeoNodes
One GeoNode, many GeoNodesOne GeoNode, many GeoNodes
One GeoNode, many GeoNodes
 
Introduction to GeoNode
Introduction to GeoNodeIntroduction to GeoNode
Introduction to GeoNode
 
Advanced Security with GeoServer - FOSS4G 2015
Advanced Security with GeoServer - FOSS4G 2015Advanced Security with GeoServer - FOSS4G 2015
Advanced Security with GeoServer - FOSS4G 2015
 
Mapping the world beyond web mercator - FOSS4G 2015
Mapping the world beyond web mercator - FOSS4G 2015Mapping the world beyond web mercator - FOSS4G 2015
Mapping the world beyond web mercator - FOSS4G 2015
 
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...
 
Advanced Cartographic Map Rendering in GeoServer
Advanced Cartographic Map Rendering in GeoServerAdvanced Cartographic Map Rendering in GeoServer
Advanced Cartographic Map Rendering in GeoServer
 
Enterprise class deployment for GeoServer and GeoWebcache Optimizing perform...
Enterprise class deployment  for GeoServer and GeoWebcache Optimizing perform...Enterprise class deployment  for GeoServer and GeoWebcache Optimizing perform...
Enterprise class deployment for GeoServer and GeoWebcache Optimizing perform...
 
GeoSolutions Keynote at WebMGS 2015
GeoSolutions Keynote at WebMGS 2015GeoSolutions Keynote at WebMGS 2015
GeoSolutions Keynote at WebMGS 2015
 
Geosolutions gwf-2015-v01.04
Geosolutions gwf-2015-v01.04Geosolutions gwf-2015-v01.04
Geosolutions gwf-2015-v01.04
 
Introduzione a GeoServer ed ai servizi OGC
Introduzione a GeoServer ed ai servizi OGCIntroduzione a GeoServer ed ai servizi OGC
Introduzione a GeoServer ed ai servizi OGC
 
Raster data in GeoServer and GeoTools: Achievements, issues and future devel...
Raster data in GeoServer and GeoTools:  Achievements, issues and future devel...Raster data in GeoServer and GeoTools:  Achievements, issues and future devel...
Raster data in GeoServer and GeoTools: Achievements, issues and future devel...
 
Advanced Security With GeoServer
Advanced Security With GeoServerAdvanced Security With GeoServer
Advanced Security With GeoServer
 
GeoServer on Steroids at FOSS4G Europe 2014
GeoServer on Steroids at FOSS4G Europe 2014GeoServer on Steroids at FOSS4G Europe 2014
GeoServer on Steroids at FOSS4G Europe 2014
 

Recently uploaded

How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demoHarshalMandlekar2
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????blackmambaettijean
 

Recently uploaded (20)

How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demo
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????
 

State of GeoServer 2.12

  • 2. Andrea Aime Technical Lead andrea.aime@geo-solutions.it @geowolf GeoSolutions Innovative, robust and cost-effective solutions leveraging best-of-breed Open Source products. Welcome Open Source Projects GeoTools GeoServer ImageIO-Ext JAI-Ext JAI Tools OSGeo Foundation Charter Member GeoServer PSC GeoTools PSC
  • 3. Jody Garnett Community Lead jgarnett@boundlessgeo.com @jodygarnett Boundless Provides geospatial tools and services for managing data and building applications. Welcome Open Source Projects GeoTools GeoServer uDig OSGeo Foundation Board Member OSGeo Incubation Chair GeoTools Project Officer Eclipse Foundation LocationTech Steering Committee LocationTech Technology Project
  • 4. Open Source Projects GeoTools GeoServer GeoWebCache OSGeo Foundation GeoServer PSC GeoWebCache Lead Kevin Smith Software Engineer ksmith@boundlessgeo.com smithkm Boundless Provides geospatial tools and services for managing data and building applications. Welcome
  • 6. GeoServer at a Glance Java Web Application to share and edit geospatial data. Publish data from any major spatial data source using open standards. Core Protocols WMS – maps WFS – vector WFS-T – editing WCS – coverage WPS* – process CSW* – search Tile Protocols WMTS – tiles TMS – tiles WMS-C – tiles
  • 7. 28 → 37 members of team geoserver (to be updated 624 → 619 No clue this year (check with Kevin) 500+ → 525 pull requests New contributors being added (others stepping back) Smaller base of active contributors this year. Pull requests still going strong, very active codebase. Simone replaces Andrea as OSGeo Officer. 13 releases this year GeoServer Project Status How about team user-list? 2005 → 1400 (SF now checking on people not active on list) Also geoserver-italia, espanol and opengeo.cn mailing lists
  • 8. Release Schedule stable maintenance July 2.12.5 June May 2.12.4 April March 2.12.3 February 2.11.5 January 2.12.2 December 2.11.4 November 2.12.1 October 2.11.3 September 2.12.0 August 2.10.5 2.11.2
  • 9. User List Participation ● Answering users questions relies on a low number of people Action: ● We are sending reminder on effective use of the user list on subscription and at the bottom of each mail ● Community building activity - remind developers about the definition of “supported” (not only reviewing pull requests, also answering user questions, used to be obvious, but it’s not obvious to devs hired into open source)
  • 10. ● Bug stomp introduced in 2016 ○ Relying on volunteer time not working out ○ allowed developers to reserve time ● Moved to fixed schedule in 2017 ○ Arranging day each month too random ● Last Friday of each month ○ Check blog post for tips on participation Standing “last friday of the month” bug stomp
  • 11. Held “sprint” to update from Restlet to Spring MVC for our REST configuration API. Thanks to GeoSolutions for hosting, to Boundless and Astun for sending developers, and to all the sponsors who helped fund this important and badly needed, but boring work. REST API Migration 2.12Viareggio Code SprintCommunity
  • 12. REST API Migration ● Migration complete ● REST API documented ○ Available online now! 2.12Viareggio Code SprintCommunity
  • 14. GeoPackage: ● Provides an sqlite database containing vector or raster data ○ Initial idea from spatialite project ○ Now an OGC Standard to replace shapefile and personal file geodatabase ● GeoServer module ○ GeoPackage is a supported plugin in GeoTools ○ We can now promote it to a GeoPackage extension ○ Needs some work, splitting into 4 GeoServer packages, store, wfs output format, wms output format, wps output format ○ Bug fix - raster mosaic geopackage had y-axis inverted. GeoPackage (community) 2.12 GeoSolutions Boundless Community Boundless Suite
  • 15. ● GeoServer importer supports GeoJSON files ○ Allows GeoJSON to be imported into PostGIS database and published in one step ○ Based on unsupported module in GeoTools ● Wish to package as a community module for GeoServer ○ Allow GeoServer to directly publish GeoJSON files ○ Text based, non indexed format, only suitable for small files GeoJSON store 2.12Ian TurtonCommunity
  • 16. ● GeoServer importer supports CSV files ○ Allows CSV to be imported into PostGIS database and published in one step ○ Based on unsupported module in GeoTools (used as a tutorial for programmers) ● Package as a community module for GeoServer ○ Allow GeoServer to directly publish CSV files ○ Text based, non indexed format, only suitable for small files CSV store 2.12BoundlessCommunity
  • 17. CSV input/output for WPS ● Allows the input and output of CSV for use in WPS processes ● This will lead to GeoTools CSV Datastore being upgraded to community (and hopefully to supported) ● Come see more at “Building a Table Joining Like Service with Web Processing Services” Friday Afternoon 2.12 Ian Turton Astun RnD
  • 19. ● Initial version in 2.11 ● Several fixes in 2.12, e.g. accuracy, performance, dateline crossing handling ● Being tested against global mosaics of Sentinel2 (each image in a different UTM zone), more improvements/fixes incoming Heterogeneous CRS image mosaics 2.11/2.12Boundless/GeoSolutionsRnD/DLR UTM60 image footprints UTM1 image footprints Dateline wrapped image mosaic
  • 20. ● Reprojected images could have shown border effects Better handling of reprojection boundaries 2.10/2.11GeoSolutionsCommunity
  • 21. ● Higher order interpolation did not play well with nodata, causing border effects: ○ Bilinear ○ Bicubic ● Requires jai-ext enabled Improved no-data handling in interpolation 2.10/2.11GeoSolutionsCommunity Before After
  • 22. ● Respect scale/offset attributes ● Improved support for related dimensions (e.g. time/runtime in forecast), automatically finding the best related value when just one dimension is provided NetCDF reader improvements 2.11 Niels/Devon/Ben/Daniele Scitus/Boundless/Transient/GeoSolutions Customer Runtime
  • 23. S3 GeoTIFF Community Module Support for GeoTiffs hosted on Amazon S3 ● Reader based off of the GeoTiff reader. ● Very basic caching of images from S3 based off of EhCache ● InputStream implementation from JAI for reading imagery from S3 2.12 Devon Boundless Boundless s3://landsat-pds/L8/001/002/LC80010022016230LGN00/LC8001 0022016230LGN00_B1.TIF?useAnon=true&awsRegion=US_WEST_2
  • 25. Style Page 2.10BoundlessCommunity Refactored CSS Style Page into the main application. Works with SLD, CSS, YSLD, Mapbox Improved experience for everybody!
  • 26. New features for CSS (2.10) ● Rendering transformations supported (feature parity with SLD!) ● Rule nesting, helps with selector duplication and makes styles more readable /* @title Levels */ * { transform: ras:Contour(levels: 1100 1200 1300 1400 1500 1600 1700); stroke: black; z-index: 0; } /* @title Values */ [@scale < 3000] { transform: ras:RasterAsPointCollection(); mark: symbol('square'); :mark { size: 2; fill: black; } label: [GRAY_INDEX]; label-anchor: 0 0.5; label-offset: 5 0; font-family: Arial; font-fill: black; z-index: 1; } Extract contours at the desired levels When zoomed-in enough, extract point values, display center with a mark, and value on top of it 2.10Andrea AimeCommunity
  • 27. New features for CSS (2.12) ● Code completion in the editor ● LessCSS compatible color functions ○ Darken, lighten, saturate, …. ● More readable scale denominator rules ○ E.g. @sd < 100k ● Impressive CSS->SLD translation speedup ○ 50 times faster on large CSS sheets ● Easier env variable integration (in progress, not yet landed) ○ @varname or @varname(defaultValue) 2.10Andrea AimeCommunity
  • 28. YSLD extension module ● Style Layer Descriptor represented in YAML ○ Uses indentation rather than XML ○ Easier to read ○ More compact ○ More flexible syntax ○ Contains variables for reusable code ○ Compatible with SLD ● REST API can convert formats ○ Preview your existing styles as YSLD using REST API ○ View the SLD representation of YSLD 2.11Boundless symbolizers: - polygon: stroke-color: 'blue' stroke-width: 1 fill-color: '#7EB5D3' - text: label: ${name} fill-color: 'black' anchor: [0.5, 0.5] x-maxDisplacement: 40 x-autoWrap: 70 Community
  • 29. ● JSON representation of styling ○ More limited than SLD/YSLD/CSS ● Works well with vector tiles ○ Cross platform styling (OpenLayers, MapBoxGL) ● Work in progress: ○ Currently a GeoTools community module ○ Should package and go to extension if we get time! MapBox Style Community Module 2.12David VickBoundless Suite MapBox Style in GeoServer and OpenLayers
  • 30. Labelling improvements ● Kerning on by default (adjusts spacing between chars, e.g. Check space between T and r in Trimble) ● Underline and Strikethrough ● Char and word spacing control ● Work in progress: ○ Labelling border of polygon (instead of the centroid) ○ Filtering labels based on polygon screen size in pixels 2.11 2.12 Andrea Aime Nuno Oliveria Community/Geoinfo/ OpenGeoGroep
  • 31. Improved QGIS Compatibility ● Additional custom “Well Known” marks ● Support for SLD 1.1 External Marks (e.g. TTF font based) ● SVG Parameters 1.0 spec <PointSymbolizer> <Graphic> <ExternalGraphic> <OnlineResource xlink:type="simple" xlink:href="firestation.svg?fill=#FF0000" /> <Format>image/svg</Format> </ExternalGraphic> <size>128</size> </Graphic> </PointSymbolizer> 2.11Andrea AimeCommunity
  • 32. ● Label export, most shared configurations exported ● Some in the works (word/char spacing, strikethrough, polygon border labelling) ● Some changes needed in GeoServer SE 1.1 parser too QGIS 3.0 style export improvements 2.12 Andrea Aime GeoSolutions OpenGeoGroep
  • 33. WMS
  • 34. Vector Tiles Extension Extension for publishing vector tiles - Great solution for modern High Definition Screens - Use for GeoWebCache for “MapBox without MapBox” - Couple with MapBox style for consistent styling 2.11Gabriel RoldanBoundless Suite
  • 35. Better centroid / label placement in “vector” outputs KML ● generate placemarks that are always inside polygon (for concave polygons) Vector Tiles ● Pregenerate label points in tiles ○ Reduce effort on client 2.12 Kevin Smith Just DeOlivera RnD Label Labelvs
  • 36. WMS sortBy vendor param ● Sort by recency, cloud cover, and so on ● Supported by vector data and image mosaic 2.12 Andrea Aime GeoSolutions Community Sort by recencySort by cloud cover
  • 37. ncWMS like extensions to GetMap (community) ● A new styling language designed for dynamic colormaps ● Applies to all rasters based on their statistics ● Use can control min/max, log scale, animation ● Part of OGC TestBed 12 activities 2.10GeoSolutionsOGC
  • 38. WFS
  • 39. “null” prefix bug finally solved ● Occasionally GeoServer could return WFS GML with “null” as the feature prefix ● Solved for simple features ● Solved for complex features on global services 2.10 Nuno Oliveira GeoSolutions IGEA/NLS
  • 40. App-schema improvements ● Improvements to connection pool usage (only one connection used per request now) ● Some improvements helping while using MongoDB as a source for app-schema records ● Hale mapping support being extended to support MongoDB 2.12 Nuno Oliveira GeoSolutions NPRA
  • 41. GeoJSON output for complex features ● Complex features not limited to GML anymore 2.10 Nuno Oliveira GeoSolutions NPRA { "type":"FeatureCollection", "totalFeatures":"unknown", "features":[ { "type":"Feature", "id":"gu.93", "geometry":{ "type":"Polygon", "coordinates":[ ... ] }, "properties":{ "description":"Olivine basalt, tuff, microgabbro, minor sedimentary rocks", "occurrence":[ { "shape":{ "type":"Polygon", "coordinates":[ ... ] }, "name":"urn:x-test:GeologicUnit:16777549126931093", "observationMethod":{ "CGI_TermValue":{ "value":"urn:ogc:def:nil:OGC:missing" } }, "positionalAccuracy":{ "CGI_TermValue":{ "value":"urn:ogc:def:nil:OGC:missing" } }, { "shape":{ "type":"Polygon", "coordinates":[ ... ] }, "name":"urn:x-test:GeologicUnit:16777549126931093", "observationMethod":{ "CGI_TermValue":{ "value":"urn:ogc:def:nil:OGC:missing" } }, "positionalAccuracy":{ "CGI_TermValue":{ "value":"urn:ogc:def:nil:OGC:missing" } }, "specification":{ } } ], "name":"urn:x-test:GeologicUnit:16777549126931093" } // properties ends here }
  • 42. WCS
  • 43. Vendor param for mosaics: cqlFilter and sortBy ● Sort by recency, cloud cover, and so on ● Filter on the same ● Maps to image mosaic read parameters ● Uses attributes in the mosaic index ● Consistent with WMS now, first see and then download 2.12 Andrea Aime GeoSolutions Community
  • 44. NetCDF input/output improvements 2.12 Niels Scitus Community ● Can configure NCML files as sources ● Support variable's attributes definition in NetCDF output ● Preserve scalars from input (NetCDF in/NetCDF out)
  • 46. ● GeoServer supports “cascading” remote WMTS services ○ GeoServer acts as a client, rather than just rerouting each request ○ Same as WMS cascading ● WMTS cascade is a work in progress ○ Should land in 2.12 WMTS cascading 2.12 Ian Turton/Emanuele Tajariol GeoSolutions Customer
  • 47. Parameter filter cache drop improvements ● GeoWebCache can cache based on parameters like style, time, or elevation. ○ Could not truncate (remove cached tiles) across all parameter values, each must be known and truncated separately. ○ Tiles could be orphaned if the allowed values changed. ○ GeoServer can truncate tiles when the data within them changes, but only caught the default values for parameters other than style ● Added operations for ○ Cross parameter truncate ○ Orphan purge ● Enabled cross parameter truncate on data update GWC 1.12 GS 2.12 Kevin Smith Boundless MapStory
  • 48. WMS/WMTS multidim domain discovery module (community) ● Data with N dimensions (time, elevation, custom ones) ● Dimensions can be related (forecasts, time and run time), the data can be scattered and found in pockets, hard to locate data in the ND cube ● Add extra calls to query the domains ● Developed as part of OGC Testbed 12 ● See the engineering report and give us feedback: 2.10 Andrea/Nuno GeoSolutions OGC http://docs.opengeospatial.org/per/16-042r1.html#WMTS_Multidimensional_GeoSolu tions
  • 50. Security Consideration - Disabled writing by default ● WFS-T allows editing using Transaction requests ○ May not be what you expect? ● Default configuration includes security restrictions on WFS-T functionality ● Restricting editing of data to the administrator account. ● Makes service read-only (while still advertising wfs-t) 2.11Nuno OliveiraCommunity
  • 51. ● Great performance improvement! ● Test with 10000 layers Faster startup times for large data dirs 2.11AndreaCommunity Version COLD (Startup time seconds) HOT (Startup time seconds) 2.10.1 428 39 2.10.1 + JDCBConfig 62 49 GSIP 155 68 29
  • 52. ● Great performance improvement! ● Tested on topp:states to make catalog lookup times more evident (assume diff is a constant) Faster runtime times for large data dirs 2.11AndreaCommunity Version Throughput req/sec Avg resp. time ms 2.10.1 169 47 2.10.1 + JDCBConfig 68 117 GSIP 155 233 34
  • 53. ● When loading a shapefile the PRJ file only matched on AUTHORITY code ● Faster lookup implementation allows GeoServer to search the EPSG database and match far more often Better/Faster EPSG code lookups 2.11AndreaCommunity This reduces a common frustration when configuring new layers in GeoServer
  • 54. Module “status” REST API (and GUI) ● Verifying what modules are installed was a challenge ● REST API access to the “status page” ● Easy to add additional entries ● Used to check environment for difficult to configure modules that use native code 2.11 Morgan Thompson Boundless Boundless Suite geoserver/rest/about/status
  • 55. Parametric configuration ● Stick parameters in store configurations and some security bits ● Helps migrating a data dir between environments (e.g., integration/test/beta/production) ● Set the -DALLOW_ENV_PARAMETRIZATION=true system var ● Create a property file with variable values 2.10 Alessio Fabiani GeoSolutions Eumetsat World Bank store_url = file:///var/geoserver/store/teststore
  • 56. Backup/restore (community) ● Save the configuration to a zip file (not the data!) ● Restore later, in the same or different environment ● UI to run backup and restore ● Asynch operations ○ During backup the configuration is forced read only ○ During restore it’s fully locked 2.10GeoSolutions Eumetsat World Bank
  • 57. Web interface in Tools / Resource Browser ● Manage and edit resources ● Data Directory or JDBCStore ● Community module ● Packaged plugin coming soon ● REST API sporting equivalent functionality found in core Resource Browser (community) 2.10 Scitus Development Boundless/NGA
  • 59. OAuth (community) ● Allows GeoServer authentication to be provided by OAuth ● Allows users to login with: ○ GeoNode ○ Google ○ Github ○ … add yours here, it’s pluggable ● Developed for integration with GeoNode 2.10 Alessio Fabiani GeoSolutions Boundless
  • 61. Take care to report the issue in a responsible fashion: ● Keep exploit details out of issue report ● Mark the issue as a vulnerability. ● Be prepared to work with Project Steering Committee (PSC) on a solution ● Keep in mind PSC members are volunteers and an extensive fix may require fundraising / resources If you are not in position to communicate in public please consider commercial support, contacting a PSC member, or reaching us via the Open Source Geospatial Foundation at info@osgeo.org. Security Vulnerabilities - Responsible Disclosure
  • 62. Responsible disclosure policy is working: ● Most users contacted us in a responsible fashion ● One user shared confidential customer report on the user list Where do reports come from? ● Majority reported from security audits ○ Usually performed under contract ○ Automated tools tend to focus on web administration ui, rather than web services ● GeoServer is subject to several security audits a year Security Vulnerabilities
  • 63. Upgrade to get security fixes ● Security fixes being added to supported versions only ● Please upgrade your GeoServer installations!
  • 65. Java 9 Compatibility Java 9 has been delayed until 2017, but we would like to ensure GeoServer will function. (Oracle stops free security updates to Java 8) We have a couple incompatibilities with the GeoTools “service provider interface” plugin system that we will look at resolving during the code sprint!
  • 66. The Java Advanced Imaging library enables GeoServer to do all kinds of great image processing! The JAI-EXT project extends this library with replacement no-data / footprint aware operations. Sadly Oracle has not maintained the project, and has not released it as open source. (see Replace-JAI on GeoTools wiki) Raster Processing Engine Joint OSGeo / LocationTech game plan: ● Raster Processing Engine API definition of raster-processing-api ● Raster Processing Engine reference pure-java implementation ● Raster Processing Wrapper benchmark jai-wrapper implementation ● GeoTools Replace JAI migrate to raster processing engine api and coordinate transition affected projects (GeoServer, GeoNode, uDig, GeoScript, etc...)
  • 69. OpenSearch for Earth Observations ● Recent addition to OGC protocol for search of earth imagery ● Simpler alternative to CSW with ebRIM ● Two steps search ○ First find collection of similar products (by satellite/sensor) ○ Then search products in it (by other attributes, e.g., cloud cover, off nadir) ● Keeps database of searchable metadata ● Links to OGC services providing said data ● Allows downloading ISO/O&M metadata 2.12GeoSolutionsDLR/EVO-ODAS
  • 70. OpenSearch for Earth Observations ● Result is RSS with human readable descriptions and ○ Links to OGC services providing said data ○ Links to download ISO/O&M metadata ○ Links to download the raw data ● Exposes one feature type per collection, allowing easy mosaic setup with same filtering and ordering 2.12GeoSolutionsDLR/EVO-ODAS
  • 71. OpenSearch for Earth Observations http://cloudsdi.geo-solutions.it/geoserver/oseo/search? parentId=SENTINEL2 &cloudCover=30] ● E.g., search all SENTINEL2- images with cloud cover less than 30% 2.12GeoSolutionsDLR/EVO-ODAS
  • 72. OpenSearch for EO: admin REST API ● Create/Update/Delete the collections and its information ● Create/Update/Delete the product and its information ● Either one shot (throw a zip file with all the info) or granular (edit searchables first, then thumbnail, then metadata, links, …) Swagger documentation 2.12GeoSolutionsDLR/EVO-ODAS