Repository: ngageoint/elasticgeo
Branch: master
Commit: 91c2a99ccea6
Files: 99
Total size: 707.0 KB
Directory structure:
gitextract_d1ek5of1/
├── .gitignore
├── .travis.yml
├── LICENSE
├── README.md
├── gs-web-elasticsearch/
│ ├── LICENSE
│ ├── doc/
│ │ └── index.rst
│ ├── pom.xml
│ └── src/
│ ├── assembly/
│ │ └── dist.xml
│ └── main/
│ ├── java/
│ │ ├── applicationContext.xml
│ │ └── mil/
│ │ └── nga/
│ │ └── giat/
│ │ └── elasticsearch/
│ │ ├── ElasticAttributeProvider.java
│ │ ├── ElasticConfigurationPage.html
│ │ ├── ElasticConfigurationPage.java
│ │ ├── ElasticConfigurationPanel.html
│ │ ├── ElasticConfigurationPanel.java
│ │ ├── ElasticConfigurationPanelInfo.java
│ │ ├── ElasticFeatureTypeCallback.java
│ │ ├── ElasticXStreamInitializer.java
│ │ └── ElasticXStreamPersisterInitializer.java
│ └── resources/
│ └── GeoServerApplication.properties
├── gt-elasticsearch/
│ ├── LGPL
│ ├── LICENSE
│ ├── pom.xml
│ └── src/
│ ├── main/
│ │ ├── java/
│ │ │ └── mil/
│ │ │ └── nga/
│ │ │ └── giat/
│ │ │ └── data/
│ │ │ └── elasticsearch/
│ │ │ ├── ElasticAggregation.java
│ │ │ ├── ElasticAttribute.java
│ │ │ ├── ElasticCapabilities.java
│ │ │ ├── ElasticClient.java
│ │ │ ├── ElasticConstants.java
│ │ │ ├── ElasticDataStore.java
│ │ │ ├── ElasticDataStoreFactory.java
│ │ │ ├── ElasticFeatureReader.java
│ │ │ ├── ElasticFeatureReaderScroll.java
│ │ │ ├── ElasticFeatureSource.java
│ │ │ ├── ElasticFeatureTypeBuilder.java
│ │ │ ├── ElasticHit.java
│ │ │ ├── ElasticLayerConfiguration.java
│ │ │ ├── ElasticMappings.java
│ │ │ ├── ElasticParserUtil.java
│ │ │ ├── ElasticRequest.java
│ │ │ ├── ElasticResponse.java
│ │ │ ├── ElasticResults.java
│ │ │ ├── FilterToElastic.java
│ │ │ ├── FilterToElasticException.java
│ │ │ ├── FilterToElasticHelper.java
│ │ │ ├── GeohashUtil.java
│ │ │ ├── RestElasticClient.java
│ │ │ └── TotalDeserializer.java
│ │ └── resources/
│ │ └── META-INF/
│ │ └── services/
│ │ └── org.geotools.data.DataStoreFactorySpi
│ └── test/
│ ├── java/
│ │ └── mil/
│ │ └── nga/
│ │ └── giat/
│ │ └── data/
│ │ └── elasticsearch/
│ │ ├── ElasticAggregationReaderTest.java
│ │ ├── ElasticAttributeTest.java
│ │ ├── ElasticDataStoreFinderIT.java
│ │ ├── ElasticDataStoreIT.java
│ │ ├── ElasticDatastoreFactoryTest.java
│ │ ├── ElasticFeatureFilterIT.java
│ │ ├── ElasticFilterTest.java
│ │ ├── ElasticGeometryFilterIT.java
│ │ ├── ElasticParserUtilTest.java
│ │ ├── ElasticResponseTest.java
│ │ ├── ElasticTemporalFilterIT.java
│ │ ├── ElasticTestSupport.java
│ │ ├── ElasticViewParametersFilterIT.java
│ │ ├── GeohashUtilTest.java
│ │ ├── RandomGeometryBuilder.java
│ │ └── RestElasticClientTest.java
│ └── resources/
│ ├── README.md
│ ├── active_mappings.json
│ ├── active_mappings_legacy.json
│ ├── active_mappings_ng.json
│ ├── log4j.properties
│ ├── logging.properties
│ ├── mockito-extensions/
│ │ └── org.mockito.plugins.MockMaker
│ ├── requirements.txt
│ ├── test_index.py
│ └── wifiAccessPoint.json
├── gt-elasticsearch-process/
│ ├── LGPL
│ ├── LICENSE
│ ├── pom.xml
│ └── src/
│ ├── main/
│ │ ├── java/
│ │ │ └── mil/
│ │ │ └── nga/
│ │ │ └── giat/
│ │ │ └── process/
│ │ │ └── elasticsearch/
│ │ │ ├── BBOXRemovingFilterVisitor.java
│ │ │ ├── BasicGeoHashGrid.java
│ │ │ ├── GeoHashGrid.java
│ │ │ ├── GeoHashGridProcess.java
│ │ │ ├── GridCell.java
│ │ │ ├── GridCoverageUtil.java
│ │ │ ├── MetricGeoHashGrid.java
│ │ │ ├── NestedAggGeoHashGrid.java
│ │ │ └── RasterScale.java
│ │ └── resources/
│ │ └── META-INF/
│ │ └── services/
│ │ ├── org.geotools.process.ProcessFactory
│ │ └── org.geotools.process.vector.VectorProcess
│ └── test/
│ └── java/
│ └── mil/
│ └── nga/
│ └── giat/
│ └── process/
│ └── elasticsearch/
│ ├── GeoHashGridProcessTest.java
│ ├── GeoHashGridTest.java
│ ├── GridCoverageUtilTest.java
│ ├── MetricGeoHashGridTest.java
│ ├── NestedAggGeoHashGridTest.java
│ ├── RasterScaleTest.java
│ └── TestUtil.java
├── joda-shaded/
│ ├── LICENSE.txt
│ ├── NOTICE.txt
│ ├── pom.xml
│ └── src/
│ └── main/
│ └── java/
│ └── org/
│ └── elasticsearch/
│ └── common/
│ └── Strings.java
└── pom.xml
================================================
FILE CONTENTS
================================================
================================================
FILE: .gitignore
================================================
**target/
**.settings/
**.project
**.classpath
*.prefs
*.log
*.iml
**idea/
================================================
FILE: .travis.yml
================================================
sudo: true
services:
- docker
language: java
jdk:
- openjdk8
env:
matrix:
- GEOTOOLS_VERSION='22.0' GEOSERVER_VERSION='2.16.0' ES_VERSION='7.4.0'
- GEOTOOLS_VERSION='22.0' GEOSERVER_VERSION='2.16.0' ES_VERSION='6.8.3'
- GEOTOOLS_VERSION='22.0' GEOSERVER_VERSION='2.16.0' ES_VERSION='5.6.16'
- GEOTOOLS_VERSION='22.0' GEOSERVER_VERSION='2.16.0' ES_VERSION='2.4.5' ARGS='-Ddocker.image=elasticsearch'
- GEOTOOLS_VERSION='21.3' GEOSERVER_VERSION='2.15.3' ES_VERSION='7.4.0'
- GEOTOOLS_VERSION='21.3' GEOSERVER_VERSION='2.15.3' ES_VERSION='6.8.3'
- GEOTOOLS_VERSION='21.3' GEOSERVER_VERSION='2.15.3' ES_VERSION='5.6.16'
- GEOTOOLS_VERSION='21.3' GEOSERVER_VERSION='2.15.3' ES_VERSION='2.4.5' ARGS='-Ddocker.image=elasticsearch'
cache:
directories:
- "$HOME/.m2"
install:
- mvn --version
- travis_retry mvn install -DskipTests=true -Dskip.integration.tests=true -B -Dgeotools.version=${GEOTOOLS_VERSION} -Dgeoserver.version=${GEOSERVER_VERSION} -Des.test.version=${ES_VERSION} ${ARGS}
script:
- sudo sysctl -w vm.max_map_count=262144
- travis_retry mvn verify -Dgeotools.version=${GEOTOOLS_VERSION} -Dgeoserver.version=${GEOSERVER_VERSION} -Des.test.version=${ES_VERSION} ${ARGS}
after_success:
- mvn coveralls:report
before_deploy:
- mvn assembly:assembly -pl gs-web-elasticsearch
- export PLUGIN_FILE="$(ls gs-web-elasticsearch/target/elasticgeo*.zip)";
- echo "Deploying $PLUGIN_FILE to GitHub releases"
deploy:
provider: releases
api_key:
secure: UiMZusRpTSbs3BQWZxououT1VPj8LzUN4UYH8H+PcPdEEZfx/lDNCxlaj1YG8eVCflJL1TItPdU8jIEU435weP4v3cnSyUjq/3Oc4ey9CK/iuphoqvkqfCgRxpVsj9wuZkJqLobi9+9JFLz6NziCnX9ME5WxRgMPlfRU2jot/GM=
file_glob: true
skip_cleanup: true
file: "$PLUGIN_FILE"
on:
tags: true
================================================
FILE: LICENSE
================================================
GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
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How to Apply These Terms to Your New Programs
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Also add information on how to contact you by electronic and paper mail.
If the program does terminal interaction, make it output a short
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The hypothetical commands `show w' and `show c' should show the appropriate
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For more information on this, and how to apply and follow the GNU GPL, see
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The GNU General Public License does not permit incorporating your program
into proprietary programs. If your program is a subroutine library, you
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the library. If this is what you want to do, use the GNU Lesser General
Public License instead of this License. But first, please read
.
================================================
FILE: README.md
================================================
# ElasticGeo
ElasticGeo provides a GeoTools data store that allows geospatial features from an Elasticsearch index to be published via OGC services using GeoServer.
### Pull Request
If you'd like to contribute to this project, please make a pull request. We'll review the pull request and discuss the changes. All pull request contributions to this project will be released under the appropriate license conditions discussed below.
Software source code previously released under an open source license and then modified by NGA staff is considered a "joint work" (see 17 USC 101); it is partially copyrighted, partially public domain, and as a whole is protected by the copyrights of the non-government authors and must be released according to the terms of the original open source license.
### Project relies upon:
GeoTools under [LGPL v 2.1](http://geotools.org/about.html)
GeoServer under [GPL v 2 with later option](http://geoserver.org/license/)
ElasticGeo under [LGPL v 2.1](https://github.com/matsjg/elasticgeo)
Elasticsearch under [Apache License v 2.0](https://github.com/elastic/elasticsearch/blob/master/LICENSE.txt)
### Documentation
[Read more](gs-web-elasticsearch/doc/index.rst)
================================================
FILE: gs-web-elasticsearch/LICENSE
================================================
GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
Copyright (C) 2007 Free Software Foundation, Inc.
Everyone is permitted to copy and distribute verbatim copies
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Preamble
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.
================================================
FILE: gs-web-elasticsearch/doc/index.rst
================================================
Elasticsearch GeoServer Data Store
==================================
Elasticsearch is a popular distributed search and analytics engine that enables complex search features in near real-time. Default field type mappings support string, numeric, boolean and date types and allow complex, hierarchical documents. Custom field type mappings can be defined for geospatial document fields. The ``geo_point`` type supports point geometries that can be specified through a coordinate string, geohash or coordinate array. The ``geo_shape`` type supports Point, LineString, Polygon, MultiPoint, MultiLineString, MultiPolygon and GeometryCollection GeoJSON types as well as envelope and circle types. Custom options allow configuration of the type and precision of the spatial index.
This data store allows features from an Elasticsearch index to be published through GeoServer. Both ``geo_point`` and ``geo_shape`` type mappings are supported. OGC filters are converted to Elasticsearch queries and can be combined with native Elasticsearch queries in WMS and WFS requests.
.. contents:: Contents:
Compatibility
-------------
* Java: 1.8
* GeoServer: 2.16.x
* Elasticsearch: 2.4.x, 5.x, 6.x, 7.x
Downloads
---------
Pre-compiled binaries can be found on the `GitHub releases page `_.
Installation
------------
Pre-compiled binaries
^^^^^^^^^^^^^^^^^^^^^
Unpack zipfile and copy plugin file to the ``WEB_INF/lib`` directory of your GeoServer installation and then restart GeoServer.
Building
^^^^^^^^
Clone project::
$ git clone git@github.com:ngageoint/elasticgeo.git
Build and install plugin (requires GeoServer restart)::
$ mvn clean install -DskipTests=true -Dskip.integration.tests=true
$ cp gs-web-elasticsearch/target/elasticgeo*.jar GEOSERVER_HOME/WEB_INF/lib
Run default tests::
$ mvn verify -Dskip.integration.tests=true
Run default and integration tests (requires `Docker `_)::
$ mvn verify
Note running integration tests in an IDE development environment requires that a local Elasticsearch instance is running and accepting HTTP connections over port 9200 (see `Elasticsearch documentation `_).
Configuration
-------------
Configuring data store
^^^^^^^^^^^^^^^^^^^^^^
Once the Elasticsearch GeoServer extension is installed, ``Elasticsearch index`` will be an available vector data source format when creating a new data store.
.. |new_store| image:: images/elasticsearch_store.png
:scale: 100%
:align: middle
+-------------+
| |new_store| |
+-------------+
.. _config_elasticsearch:
The Elasticsearch data store configuration panel includes connection parameters and search settings.
.. |store_config| raw:: html
+----------------+
| |store_config| |
+----------------+
Available data store configuration parameters are summarized in the following table:
.. list-table::
:widths: 20 80
* - Parameter
- Description
* - elasticsearch_host
- Host (IP) for connecting to Elasticsearch. HTTP scheme and port can optionally be included to override the defaults. Multiple hosts can be provided. Examples::
localhost
localhost:9200
http://localhost
http://localhost:9200
https://localhost:9200
https://somehost.somedomain:9200,https://anotherhost.somedomain:9200
* - elasticsearch_port
- Default HTTP port for connecting to Elasticsearch. Ignored if the hostname includes the port.
* - user
- Elasticsearch user. Must have superuser privilege on index.
* - passwd
- Elasticsearch user password
* - runas_geoserver_user
- Whether to submit requests on behalf of the authenticated GeoServer user
* - proxy_user
- Elasticsearch user for document queries. If not provided then admin user credentials are used for all requests.
* - proxy_passwd
- Elasticsearch proxy user password
* - index_name
- Index name or alias (wildcards supported)
* - reject_unauthorized
- Whether to validate the server certificate during the SSL handshake for https connections
* - default_max_features
- Default used when maxFeatures is unlimited
* - source_filtering_enabled
- Whether to enable filtering of the _source field
* - scroll_enabled
- Enable the Elasticsearch scan and scroll API
* - scroll_size
- Number of documents per shard when using the scroll API
* - scroll_time
- Search context timeout when using the scroll API
* - array_encoding
- Array encoding strategy. Allowed values are ``JSON`` (keep arrays) and ``CSV`` (keep first array element).
* - grid_size
- Hint for Geohash grid size (numRows*numCols)
* - grid_threshold
- Geohash grid aggregation precision will be the minimum necessary so that actual_grid_size/grid_size > grid_threshold
Configuring authentication
~~~~~~~~~~~~~~~~~~~~~~~~~~
Basic authentication is supported through the ``user`` and ``passwd`` credential parameters. The provided user must have
superuser privilege on the index to enable the mapping and alias requests performed during store initialization. Optional
``proxy_user`` and ``proxy_passwd`` parameters can be used to specify an alternate user for document search (OGC service)
requests. The proxy user can have restricted privileges on the index through document level security. If not provided
the default user is used for all requests.
The ``runas_geoserver_user`` flag can be used to enable Elasticsearch requests to be submitted on behalf of the
authenticated GeoServer user. When the run-as mechanism is configured the plugin will add the ``es-security-runas-user``
header with the authenticated GeoServer username. See `X-Pack run-as documentation
`_ for more information. Note the run-as mechanism
is applied only to document search requests.
For added security it is recommended to define ``proxy_user`` and ``proxy_passwd`` when using the run-as mechanism. The
proxy user will be used when submitting requests on behalf of the GeoServer user and can have restricted privileges
enabling access only to documents that all users can have access to. The plugin can optionally be deployed to
require user credentials and proxy credentials and to force the use of ``runas_geoserver_user`` by setting the
environment variable ``org.geoserver.elasticsearch.xpack.force-runas``::
$ export JAVA_OPTS="-Dorg.geoserver.elasticsearch.xpack.force-runas $JAVA_OPTS"
Configuring HTTPS/SSL
~~~~~~~~~~~~~~~~~~~~~
System properties are supported for SSL/TLS configuration::
javax.net.ssl.trustStore
javax.net.ssl.trustStorePassword
javax.net.ssl.keyStore
javax.net.ssl.keyStorePassword
See `HttpClientBuilder `_ documentation for available properties.
For example use ``javax.net.ssl.trustStore[Password]`` to validate server certificate::
$ export JAVA_OPTS="-Djavax.net.ssl.trustStore=/path/to/truststore.jks -Djavax.net.ssl.trustStorePassword=changeme $JAVA_OPTS "
Configuring layer
^^^^^^^^^^^^^^^^^
The initial layer configuration panel for an Elasticsearch layer will include an additional pop-up showing a table of available fields.
.. |field_list| image:: images/elasticsearch_fieldlist.png
:scale: 100%
:align: middle
+--------------+
| |field_list| |
+--------------+
.. list-table::
:widths: 20 80
* - Item
- Description
* - ``Use All``
- Use all fields in the layer feature type
* - ``Short Names``
- For hierarchical documents with inner fields (e.g. ``parent.child.field_name``), only use the base name
(``field_name``) in the schema. Note, full path will always be included when the base name is duplicated across fields.
* - ``Use``
- Used to select the fields that will make up the layer feature type
* - ``Name``
- Name of the field
* - ``Type``
- Type of the field, as derived from the Elasticsearch schema. For geometry types, you have the option to provide a more specific data type.
* - ``Order``
- Integer order values are used to sort fields, where fields with smaller order are returned first
* - ``Custom Name``
- Provides the option to give the field a custom name
* - ``Default Geometry``
- Indicates if the geometry field is the default one. Useful if the documents contain more than one geometry field, as SLDs and spatial filters will hit the default geometry field unless otherwise specified
* - ``Stored``
- Indicates whether the field is stored in the index
* - ``Analyzed``
- Indicates whether the field is analyzed
* - ``SRID``
- Native spatial reference ID of the geometries. Currently only EPSG:4326 is supported.
* - ``Date Format``
- Date format used for parsing field values and printing filter elements
To return to the field table after it has been closed, click the "Configure Elasticsearch fields" button below the "Feature Type Details" panel on the layer configuration page.
.. |field_list_edit| image:: images/elasticsearch_fieldlist_edit.png
:scale: 100%
:align: middle
+-------------------+
| |field_list_edit| |
+-------------------+
Configuring logging
^^^^^^^^^^^^^^^^^^^
Logging is configurable through Log4j. The data store includes logging such as the query object being sent to Elasticsearch, which is logged at a lower level than may be enabled by default. To enable these logs, add the following lines to the GeoServer logging configuration file (see GeoServer Global Settings)::
log4j.category.mil.nga.giat.data.elasticsearch=DEBUG
log4j.category.mil.nga.giat.process.elasticsearch=DEBUG
The logging configuration file will be in the ``logs`` subdirectory in the GeoServer data directory. Check GeoServer global settings for which file is being used (e.g. ``DEFAULT_LOGGING.properties``, etc.).
.. |logging| image:: images/elasticsearch_logging.png
:scale: 100%
:align: middle
+-----------+
| |logging| |
+-----------+
Filtering
---------
Filtering capabilities include OpenGIS simple comparisons, temporal comparisons, as well as other common filter comparisons. Elasticsearch natively supports numerous spatial filter operators, depending on the type:
- ``geo_shape`` types natively support BBOX/Intersects, Within and Disjoint binary spatial operators
- ``geo_point`` types natively support BBOX and Within binary spatial operators, as well as the DWithin and Beyond distance buffer operators
Requests involving spatial filter operators not natively supported by Elasticsearch will include an additional filtering operation on the results returned from the query, which may impact performance.
Native queries
^^^^^^^^^^^^^^
Native Elasticsearch queries can be applied in WFS/WMS feature requests by including the ``q:{query_body}`` key:value pair in the ``viewparams`` parameter (see GeoServer SQL Views documentation for more information). If supplied, the query is combined with the query derived from the request bbox, CQL or OGC filter using the AND logical binary operator.
Examples
^^^^^^^^
BBOX and CQL filter::
http://localhost:8080/geoserver/test/wms?service=WMS&version=1.1.0&request=GetMap
&layers=test:active&styles=&bbox=-1,-1,10,10&width=279&height=512
&srs=EPSG:4326&format=application/openlayers&maxFeatures=1000
&cql_filter=standard_ss='IEEE 802.11b'
BBOX and native query::
http://localhost:8080/geoserver/test/wms?service=WMS&version=1.1.0&request=GetMap
&layers=test:active&styles=&bbox=-1,-1,10,10&width=279&height=512
&srs=EPSG:4326&format=application/openlayers&maxFeatures=1000
&viewparams=q:{"term":{"standard_ss":"IEEE 802.11b"}}
Native query with BBOX filter::
http://localhost:8080/geoserver/test/wms?service=WMS&version=1.1.0&request=GetMap
&layers=test:active&styles=&bbox=-1,-1,10,10&width=279&height=512
&srs=EPSG:4326&format=application/openlayers&maxFeatures=1000
&viewparams=q:{"term":{"standard_ss":"IEEE 802.11b"}}
Note that commas in native queries must be escaped with a backslash.
Aggregations
------------
Elasticsearch aggregations are supported through WFS/WMS requests by including the ``a:{aggregation_body}`` key:value pair in the ``viewparams`` parameter (see GeoServer SQL Views documentation for more information)::
http://localhost:8080/geoserver/test/ows?service=WFS&version=1.0.0&request=GetFeature
&typeName=test:active&bbox=0.0,0.0,24.0,44.0
&viewparams=a:{"agg": {"geohash_grid": {"field": "geo"\, "precision": 3}}}
Aggregation WFS features will include a single attribute, ``_aggregation``, containing the raw aggregation content. Note that size is set to zero when an aggregation is supplied so only aggregation features are returned (e.g. maxFeatures is ignored and there will be no search hit results). See FAQ_ for common issues using aggregations.
Geohash grid aggregations
^^^^^^^^^^^^^^^^^^^^^^^^^
Geohash grid aggregation support includes dynamic precision updating and a custom rendering transformation for visualization. Geohash grid aggregation precision is updated dynamically to approximate the specified ``grid_size`` based on current bbox extent and the additional ``grid_threshold`` parameter as described above. If a ``precision`` value is present in the aggregation defined in ``viewparams``, however, that value will be used instead of the dynamic value.
Geohash grid aggregation visualization is supported in WMS requests through a custom rendering transformation, ``vec:GeoHashGrid``, which translates aggregation response data into a raster for display. By default raster values correspond to the aggregation bucket ``doc_count``. The following shows an example GeoServer style that uses the GeoHashGrid rendering transformation::
GeoHashGridGeoHashGridGeoHashGrid aggregationdatagridStrategyBasicpixelsPerCell1outputBBOXwms_bboxoutputWidthwms_widthoutputHeightwms_heightgeo0.6
Example WMS request including Geohash grid aggregation with the above custom style::
http://localhost:8080/geoserver/test/wms?service=WMS&version=1.1.0&request=GetMap
&layers=test:active&styles=geohashgrid&bbox=0.0,0.0,24.0,44.0&srs=EPSG:4326
&width=418&height=768&format=application/openlayers
&viewparams=a:{"agg": {"geohash_grid": {"field": "geo"\, "precision": 3}}}
Grid Strategy
^^^^^^^^^^^^^
``gridStrategy``: Parameter to identify the ``mil.nga.giat.process.elasticsearch.GeoHashGrid`` implementation that will be used to convert each geohashgrid bucket into a raster value (number).
.. list-table::
:widths: 20 20 20 40
* - Name
- gridStrategy
- gridStrategyArgs
- Description
* - Basic
- ``basic``
- no
- Raster value is geohashgrid bucket ``doc_count``.
* - Metric
- ``metric``
- yes
- Raster value is geohashgrid bucket metric value.
* - Nested
- ``nested_agg``
- yes
- Extract raster value from nested aggregation results.
``gridStrategyArgs``: (Optional) Parameter used to specify an optional argument list for the grid strategy.
``emptyCellValue``: (Optional) Parameter used to specify the value for empty grid cells. By default, empty grid cells are set to ``0``.
``scaleMin``, ``scaleMax``: (Optional) Parameters used to specify a scale applied to all raster values. Each tile request is scaled according to the min and max values for that tile. It is best to use a non-tiled layer with this parameter to avoid confusing results.
``useLog``: (Optional) Flag indicating whether to apply logarithm to raster values (applied prior to scaling, if applicable)
Basic
~~~~~
Raster value is geohashgrid bucket ``doc_count``.
Example Aggregation::
{
"agg": {
"geohash_grid": {
"field": "geo"
}
}
}
Example bucket::
{
"key" : "xv",
"doc_count" : 1
}
Extracted raster value: ``1``
Metric
~~~~~~
Raster value is geohashgrid bucket metric value.
.. list-table::
:widths: 20 20 60
* - Argument Index
- Default Value
- Description
* - 0
- ``metric``
- Key used to pluck metric object from top level bucket. Empty string results in plucking doc_count.
* - 1
- ``value``
- Key used to pluck the value from the metric object.
Example Aggregation::
{
"agg": {
"geohash_grid": {
"field": "geo"
},
"aggs": {
"metric": {
"max": {
"field": "magnitude"
}
}
}
}
}
Example bucket::
{
"key" : "xv",
"doc_count" : 1,
"metric" : {
"value" : 4.9
}
}
Extracted raster value: ``4.9``
Nested
~~~~~~~~~~
Extract raster value from nested aggregation results.
.. list-table::
:widths: 20 20 60
* - Argument Index
- Default Value
- Description
* - 0
- ``nested``
- Key used to pluck nested aggregation results from the geogrid bucket.
* - 1
- empty string
- Key used to pluck metric object from each nested aggregation bucket. Empty string results in plucking doc_count.
* - 2
- ``value``
- Key used to pluck the value from the metric object.
* - 3
- ``largest``
- ``largest`` | ``smallest``. Strategy used to select a bucket from the nested aggregation buckets. The grid cell raster value is extracted from the selected bucket.
* - 4
- ``value``
- ``key`` | ``value``. Strategy used to extract the raster value from the selected bucket. ``value``: Raster value is the selected bucket's metric value. ``key``: Raster value is the selected bucket's key.
* - 5
- null
- (Optional) Map used to convert String keys into numeric values. Use the format ``key1:1;key2:2``. Only utilized when raster strategy is ``key``.
Example Aggregation::
{
"agg": {
"geohash_grid": {
"field": "geo"
},
"aggs": {
"nested": {
"histogram": {
"field": "magnitude",
"interval": 1,
"min_doc_count": 1
}
}
}
}
}
Example Parameters::
gridStrategyArgsnestedlargestkey
Example bucket::
{
"key" : "xv",
"doc_count" : 1729,
"nested" : {
"buckets" : [
{
"key" : 2.0,
"doc_count" : 5
},
{
"key" : 3.0,
"doc_count" : 107
},
{
"key" : 4.0,
"doc_count" : 1506
},
{
"key" : 5.0,
"doc_count" : 100
},
{
"key" : 6.0,
"doc_count" : 11
}
]
}
}
Extracted raster value: ``4.0``
Implementing a custom Grid Strategy
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
By default the raster values computed in the geohash grid aggregation rendering transformation correspond to the top level ``doc_count``. Adding an additional strategy for computing the raster values from bucket data currently requires source code updates to the ``gt-elasticsearch-process`` module as described below.
First create a custom implementation of ``mil.nga.giat.process.elasticsearch.GeoHashGrid`` and provide an implementation of the ``computeCellValue`` method, which takes the raw bucket data and returns the raster value. For example the default basic implementation simply returns the doc_count::
public class BasicGeoHashGrid extends GeoHashGrid {
@Override
public Number computeCellValue(Map bucket) {
return (Number) bucket.get("doc_count");
}
}
Then update ``mil.nga.giat.process.elasticsearch.GeoHashGridProcess`` and add a new entry to the Strategy enum to point to the custom implementation.
After deploying the customized plugin the new geohash grid computer can be used by updating the ``gridStrategy`` parameter in the GeoServer style::
...
gridStrategyNewName
.. _FAQ:
FAQ
---
- By default arrays are returned directly, which is suitable for many output formats including GeoJSON. When using CSV output format with layers containing arrays it's necessary to set the ``array_encoding`` store parameter to ``CSV``. Note however when using the ``CSV`` array encoding that only the first value will be returned.
- When updating from pre-2.11.0 versions of the plugin it may be necessary to reload older layers to enable full aggregation and time support. Missing aggregation data or errors of the form ``IllegalArgumentException: Illegal pattern component`` indicate a layer reload is necessary. In this case the layer must be removed and re-added to GeoServer (e.g. a feature type reload will not be sufficient).
- Commas in the native query and aggregation body must be escaped with a backslash. Additionally body may need to be URL encoded.
- Geometry property name in the aggregation SLD RasterSymbolizer must be a valid geometry property in the layer
- ``PropertyIsEqualTo`` maps to an Elasticsearch term query, which will return documents that contain the supplied term. When searching on an analyzed string field, ensure that the search values are consistent with the analyzer used in the index. For example, values may need to be lowercase when querying fields analyzed with the default analyzer. See the Elasticsearch term query documentation for more information.
- ``PropertyIsLike`` maps to either a query string query or a regexp query, depending on whether the field is analyzed or not. Reserved characters should be escaped as applicable. Note case sensitive and insensitive searches may not be supported for analyzed and not analyzed fields, respectively. See Elasticsearch query string and regexp query documentation for more information.
- Date conversions are handled using the date format from the associated type mapping, or ``date_optional_time`` if not found. Note that UTC timezone is used for both parsing and printing of dates.
- Filtering on Elasticsearch ``object`` types is supported. By default, field names will include the full path to the field (e.g. "parent.child.field_name"), but this can be changed in the GeoServer layer configuration.
- When referencing fields with path elements using ``cql_filter``, it may be necessary to quote the name (e.g. ``cql_filter="parent.child.field_name"='value'``)
- Filtering on Elasticsearch ``nested`` types is supported only for non-geospatial fields.
- Circle geometries are approximate and may not be fully consistent with the implementation in Elasticsearch, especially at extreme latitudes (see `#86 `_).
- The ``joda-shaded`` module may need to be excluded when importing the project into Eclipse. Otherwise modules may have build errors of the form ``DateTimeFormatter cannot be resolved to a type``.
================================================
FILE: gs-web-elasticsearch/pom.xml
================================================
4.0.0elasticgeomil.nga.giat2.16-SNAPSHOTgs-web-elasticsearch2.16-SNAPSHOTjarGeoServer Elasticsearch Modulemil.nga.giatgt-elasticsearch${project.version}mil.nga.giatgt-elasticsearch-process${project.version}org.geoservergs-main${geoserver.version}providedorg.geoserver.webgs-web-core${geoserver.version}providedorg.geotoolsgt-main${geotools.version}providedorg.geoserver.webgs-web-core${geoserver.version}test-jartestorg.geoservergs-main${geoserver.version}test-jartestcom.mockrunnermockrunner0.3.6testjunitjunit4.11test${basedir}/src/main/javaapplicationContext.xml**/*.html${basedir}/src/main/resources**/*maven-assembly-plugin2.4src/assembly/dist.xmlfalseelasticgeo-${project.version}org.apache.maven.pluginsmaven-shade-plugin2.2packageshade*:pom:**:maven*:*commons-codeccommons-collectionscommons-httpclientcommons-logging*:guava:*javax.media:jai*:**:jts:**:*:jsr305log4j:log4j*:*META-INF/maven/**META-INF/*.SFMETA-INF/*.DSAMETA-INF/*.RSAMETA-INF/DEPENDENCIESMETA-INF/LICENSELICENSEfalsefalsefalseelasticgeo-${project.version}
================================================
FILE: gs-web-elasticsearch/src/assembly/dist.xml
================================================
binzipfalse${project.build.directory}/elasticgeo*.jar./LICENSE
================================================
FILE: gs-web-elasticsearch/src/main/java/applicationContext.xml
================================================
Elasticsearch
================================================
FILE: gs-web-elasticsearch/src/main/java/mil/nga/giat/elasticsearch/ElasticAttributeProvider.java
================================================
/* (c) 2014 Open Source Geospatial Foundation - all rights reserved
* This code is licensed under the GPL 2.0 license, available at the root
* application directory.
*/
package mil.nga.giat.elasticsearch;
import java.util.Arrays;
import java.util.List;
import mil.nga.giat.data.elasticsearch.ElasticAttribute;
import org.geoserver.web.wicket.GeoServerDataProvider;
/**
*
* Provide attributes from Elasticsearch fields.
*
*/
class ElasticAttributeProvider extends GeoServerDataProvider {
private static final long serialVersionUID = -1021780286733349153L;
private final List attributes;
/**
* Name of field
*/
static final Property NAME = new BeanProperty<>("name",
"displayName");
/**
* Class type of field
*/
static final Property TYPE = new AbstractProperty(
"type") {
private static final long serialVersionUID = 4454312983828267130L;
@Override
public Object getPropertyValue(ElasticAttribute item) {
if (item.getType() != null) {
return item.getType().getSimpleName();
}
return null;
}
};
/**
* Mark as the default geometry
*/
static final Property DEFAULT_GEOMETRY = new BeanProperty<>(
"defaultGeometry", "defaultGeometry");
/**
* SRID of geometric field
*/
static final Property SRID = new BeanProperty<>("srid", "srid");
/**
* Use field in datastore
*/
static final Property USE = new BeanProperty<>("use", "use");
/**
* Store if the field is in use in datastore
*/
static final Property DATE_FORMAT = new BeanProperty<>("dateFormat", "dateFormat");
/**
* If field is analyzed
*/
static final Property ANALYZED = new BeanProperty<>("analyzed", "analyzed");
/**
* If field is stored
*/
static final Property STORED = new BeanProperty<>("stored", "stored");
/**
* Order of the field
*/
static final Property ORDER = new BeanProperty<>("order", "order");
/**
* Custom name of the field
*/
static final Property CUSTOM_NAME = new BeanProperty<>("customName", "customName");
/**
* Build attribute provider
*
* @param attributes list to use as source for provider
*/
public ElasticAttributeProvider(List attributes) {
this.attributes = attributes;
}
@Override
protected List> getProperties() {
return Arrays.asList(USE, NAME, TYPE, ORDER, CUSTOM_NAME, DEFAULT_GEOMETRY, STORED, ANALYZED, SRID, DATE_FORMAT);
}
@Override
protected List getItems() {
return attributes;
}
}
================================================
FILE: gs-web-elasticsearch/src/main/java/mil/nga/giat/elasticsearch/ElasticConfigurationPage.html
================================================
Elasticsearch fields configuration
================================================
FILE: gs-web-elasticsearch/src/main/java/mil/nga/giat/elasticsearch/ElasticConfigurationPage.java
================================================
/* (c) 2014 Open Source Geospatial Foundation - all rights reserved
* This code is licensed under the GPL 2.0 license, available at the root
* application directory.
*/
package mil.nga.giat.elasticsearch;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.logging.Level;
import java.util.logging.Logger;
import mil.nga.giat.data.elasticsearch.ElasticAttribute;
import mil.nga.giat.data.elasticsearch.ElasticDataStore;
import mil.nga.giat.data.elasticsearch.ElasticLayerConfiguration;
import org.apache.wicket.AttributeModifier;
import org.apache.wicket.Component;
import org.apache.wicket.ajax.AjaxRequestTarget;
import org.apache.wicket.ajax.markup.html.form.AjaxButton;
import org.apache.wicket.ajax.markup.html.form.AjaxCheckBox;
import org.apache.wicket.behavior.AttributeAppender;
import org.apache.wicket.markup.html.basic.Label;
import org.apache.wicket.markup.html.form.CheckBox;
import org.apache.wicket.markup.html.form.DropDownChoice;
import org.apache.wicket.markup.html.form.Form;
import org.apache.wicket.markup.html.form.IChoiceRenderer;
import org.apache.wicket.markup.html.form.TextField;
import org.apache.wicket.markup.html.list.ListItem;
import org.apache.wicket.markup.html.panel.FeedbackPanel;
import org.apache.wicket.markup.html.panel.Fragment;
import org.apache.wicket.markup.html.panel.Panel;
import org.apache.wicket.model.CompoundPropertyModel;
import org.apache.wicket.model.IModel;
import org.apache.wicket.model.Model;
import org.apache.wicket.model.PropertyModel;
import org.geoserver.catalog.Catalog;
import org.geoserver.catalog.CatalogBuilder;
import org.geoserver.catalog.DataStoreInfo;
import org.geoserver.catalog.FeatureTypeInfo;
import org.geoserver.catalog.LayerInfo;
import org.geoserver.catalog.ResourceInfo;
import org.geoserver.web.GeoServerApplication;
import org.geoserver.web.wicket.GeoServerDataProvider.Property;
import org.geoserver.web.wicket.GeoServerTablePanel;
import org.geoserver.web.wicket.ParamResourceModel;
import org.geotools.data.util.NullProgressListener;
import org.geotools.feature.NameImpl;
import org.geotools.util.logging.Logging;
import org.locationtech.jts.geom.Geometry;
import org.locationtech.jts.geom.GeometryCollection;
import org.locationtech.jts.geom.LineString;
import org.locationtech.jts.geom.MultiLineString;
import org.locationtech.jts.geom.MultiPoint;
import org.locationtech.jts.geom.MultiPolygon;
import org.locationtech.jts.geom.Point;
import org.locationtech.jts.geom.Polygon;
import org.opengis.feature.type.Name;
/**
* Class to render and manage the Elasticsearch modal dialog This dialog allow
* the user to choice which Elasticsearch attributes include in layers, selects
* attribute to use as GEOMETRY.
*/
abstract class ElasticConfigurationPage extends Panel {
private static final long serialVersionUID = 5615867383881988931L;
private static final Logger LOGGER = Logging.getLogger(ElasticConfigurationPage.class);
private final String useAllMarkupId;
private static final List> GEOMETRY_TYPES = Arrays.asList(Geometry.class,
GeometryCollection.class, Point.class, MultiPoint.class, LineString.class,
MultiLineString.class, Polygon.class, MultiPolygon.class);
/**
* Constructs the dialog to set Elasticsearch attributes and configuration
* options.
*
* @see ElasticAttributeProvider
* @see ElasticAttribute
*
*/
public ElasticConfigurationPage(String panelId, final IModel> model) {
super(panelId, model);
ResourceInfo ri = (ResourceInfo) model.getObject();
@SuppressWarnings("unchecked")
final Form> elastic_form = new Form("es_form", new CompoundPropertyModel(this));
add(elastic_form);
List attributes;
attributes = fillElasticAttributes(ri).getAttributes();
final ElasticAttributeProvider attProvider = new ElasticAttributeProvider(attributes);
final GeoServerTablePanel elasticAttributePanel;
elasticAttributePanel = getElasticAttributePanel(attProvider);
elastic_form.add(elasticAttributePanel);
// select all check box
boolean selectAll = true;
for (final ElasticAttribute attribute : attributes) {
if (attribute.isUse() == null || !attribute.isUse()) {
selectAll = false;
}
}
AjaxCheckBox useAllCheckBox = new AjaxCheckBox("useAll", Model.of(selectAll)) {
@Override
protected void onUpdate(AjaxRequestTarget target) {
final boolean use = (Boolean) this.getDefaultModelObject();
for (final ElasticAttribute attribute : attProvider.getItems()) {
attribute.setUse(use);
}
target.add(elasticAttributePanel);
}
};
useAllCheckBox.setOutputMarkupId(true);
elastic_form.add(useAllCheckBox);
useAllMarkupId = useAllCheckBox.getMarkupId();
// use short name check box
final Boolean useShortName;
if (!attributes.isEmpty() && attributes.get(0).getUseShortName() != null) {
useShortName = attributes.get(0).getUseShortName();
} else {
useShortName = false;
}
AjaxCheckBox checkBox = new AjaxCheckBox("useShortName", Model.of(useShortName)) {
@Override
protected void onUpdate(AjaxRequestTarget target) {
final boolean useShortName = (Boolean) this.getDefaultModelObject();
for (final ElasticAttribute attribute : attProvider.getItems()) {
attribute.setUseShortName(useShortName);
}
target.add(elasticAttributePanel);
}
};
checkBox.setOutputMarkupId(true);
elastic_form.add(checkBox);
elastic_form.add(new AjaxButton("es_save") {
protected void onSubmit(AjaxRequestTarget target, Form> form) {
onSave(target);
}
});
FeedbackPanel feedbackPanel = new FeedbackPanel("es_feedback");
feedbackPanel.setOutputMarkupId(true);
elastic_form.add(feedbackPanel);
}
/**
* Do nothing
*/
@SuppressWarnings("unused")
protected void onCancel(AjaxRequestTarget target) {
done(target, null, null);
}
/**
* Validates Elasticsearch attributes configuration and stores the
* Elasticsearch layer configuration into feature type metadata as
* {@link ElasticLayerConfiguration#KEY}
* Validation include the follow rules
One attribute must be a GEOMETRY.
*
* @see ElasticLayerConfiguration
* @see FeatureTypeInfo#getMetadata
*/
private void onSave(AjaxRequestTarget target) {
try {
ResourceInfo ri = (ResourceInfo) getDefaultModel().getObject();
ElasticLayerConfiguration layerConfig = fillElasticAttributes(ri);
boolean geomSet = false;
// Validate configuration
for (ElasticAttribute att : layerConfig.getAttributes()) {
if (Geometry.class.isAssignableFrom(att.getType()) && att.isUse()) {
geomSet = true;
}
}
if (!geomSet) {
error(new ParamResourceModel("geomEmptyFailure", ElasticConfigurationPage.this)
.getString());
}
Catalog catalog = ((GeoServerApplication) this.getPage().getApplication()).getCatalog();
FeatureTypeInfo typeInfo;
DataStoreInfo dsInfo = catalog.getStore(ri.getStore().getId(), DataStoreInfo.class);
ElasticDataStore ds = (ElasticDataStore) dsInfo.getDataStore(null);
CatalogBuilder builder = new CatalogBuilder(catalog);
builder.setStore(dsInfo);
typeInfo = builder.buildFeatureType(ds.getFeatureSource(ri.getQualifiedName()));
typeInfo.setName(ri.getName());
typeInfo.getMetadata().put(ElasticLayerConfiguration.KEY, layerConfig);
LayerInfo layerInfo = builder.buildLayer(typeInfo);
layerInfo.setName(ri.getName());
done(target, layerInfo, layerConfig);
} catch (Exception e) {
LOGGER.log(Level.SEVERE, e.getMessage(), e);
error(new ParamResourceModel("creationFailure", this, e).getString());
}
}
/*
* Load ElasticLayerConfiguration configuration before shows on table Reloads
* Elasticsearch attributes from datastore and merge it with user attributes
* configurations
*/
private ElasticLayerConfiguration fillElasticAttributes(ResourceInfo ri) {
ElasticLayerConfiguration layerConfig = (ElasticLayerConfiguration) ri.getMetadata()
.get(ElasticLayerConfiguration.KEY);
if (layerConfig == null) {
layerConfig = new ElasticLayerConfiguration(ri.getName());
ri.getMetadata().put(ElasticLayerConfiguration.KEY, layerConfig);
}
try {
ElasticDataStore dataStore = (ElasticDataStore) ((DataStoreInfo) ri.getStore())
.getDataStore(new NullProgressListener());
ArrayList result = new ArrayList<>();
Map tempMap = new HashMap<>();
final List attributes = layerConfig.getAttributes();
for (ElasticAttribute att : attributes) {
tempMap.put(att.getName(), att);
}
final String docType = layerConfig.getDocType();
final Name layerName = new NameImpl(layerConfig.getLayerName());
dataStore.getDocTypes().put(layerName, docType);
for (ElasticAttribute at : dataStore.getElasticAttributes(layerName)) {
if (tempMap.containsKey(at.getName())) {
at = tempMap.get(at.getName());
}
result.add(at);
}
layerConfig.getAttributes().clear();
layerConfig.getAttributes().addAll(result);
} catch (Exception e) {
LOGGER.log(Level.SEVERE, e.getMessage(), e);
}
Collections.sort(layerConfig.getAttributes());
return layerConfig;
}
/*
* Builds attribute table
*/
private GeoServerTablePanel getElasticAttributePanel(
ElasticAttributeProvider attProvider) {
GeoServerTablePanel atts = new GeoServerTablePanel(
"esAttributes", attProvider) {
@Override
protected Component getComponentForProperty(String id, IModel itemModel,
Property property) {
ElasticAttribute att = itemModel.getObject();
boolean isGeometry = att.getType() != null
&& Geometry.class.isAssignableFrom(att.getType());
if (property == ElasticAttributeProvider.NAME && isGeometry) {
Fragment f = new Fragment(id, "label", ElasticConfigurationPage.this);
f.add(new Label("label", att.getDisplayName() + "*"));
return f;
} else if (property == ElasticAttributeProvider.TYPE && isGeometry) {
Fragment f = new Fragment(id, "geometry", ElasticConfigurationPage.this);
//noinspection unchecked
f.add(new DropDownChoice("geometry", new PropertyModel(itemModel, "type"),
GEOMETRY_TYPES, new GeometryTypeRenderer()));
return f;
} else if (property == ElasticAttributeProvider.USE) {
CheckBox checkBox = new CheckBox("use", new PropertyModel<>(itemModel, "use"));
final String onclick = "document.getElementById(\"" + useAllMarkupId + "\").checked = false;";
checkBox.add(new AttributeAppender("onclick", new Model<>(onclick), ";"));
Fragment f = new Fragment(id, "checkboxUse", ElasticConfigurationPage.this);
f.add(checkBox);
return f;
} else if (property == ElasticAttributeProvider.DEFAULT_GEOMETRY) {
if (isGeometry) {
Fragment f = new Fragment(id, "checkboxDefaultGeometry",
ElasticConfigurationPage.this);
f.add(new CheckBox("defaultGeometry", new PropertyModel<>(itemModel,
"defaultGeometry")));
return f;
} else {
return new Fragment(id, "empty", ElasticConfigurationPage.this);
}
} else if (property == ElasticAttributeProvider.SRID) {
if (isGeometry) {
Fragment f = new Fragment(id, "label", ElasticConfigurationPage.this);
f.add(new Label("label", String.valueOf(att.getSrid())));
return f;
} else {
return new Fragment(id, "empty", ElasticConfigurationPage.this);
}
} else if (property == ElasticAttributeProvider.DATE_FORMAT) {
if (att.getDateFormat() != null) {
Fragment f = new Fragment(id, "label", ElasticConfigurationPage.this);
f.add(new Label("label", String.valueOf(att.getDateFormat())));
return f;
} else {
return new Fragment(id, "empty", ElasticConfigurationPage.this);
}
} else if (property == ElasticAttributeProvider.ANALYZED) {
if (att.getAnalyzed() != null && att.getAnalyzed()) {
Fragment f = new Fragment(id, "label", ElasticConfigurationPage.this);
f.add(new Label("label", "x"));
return f;
} else {
return new Fragment(id, "empty", ElasticConfigurationPage.this);
}
} else if (property == ElasticAttributeProvider.STORED) {
if (att.isStored()) {
Fragment f = new Fragment(id, "label", ElasticConfigurationPage.this);
f.add(new Label("label", "x"));
return f;
} else {
return new Fragment(id, "empty", ElasticConfigurationPage.this);
}
} else if (property == ElasticAttributeProvider.ORDER) {
TextField order = new TextField<>("order", new PropertyModel<>(itemModel, "order"));
Fragment f = new Fragment(id, "textOrderValue", ElasticConfigurationPage.this);
f.add(order);
return f;
} else if (property == ElasticAttributeProvider.CUSTOM_NAME) {
TextField customName = new TextField<>("customName", new PropertyModel<>(itemModel, "customName"));
Fragment f = new Fragment(id, "textCustomNameValue", ElasticConfigurationPage.this);
f.add(customName);
return f;
}
return null;
}
@Override
protected void onPopulateItem(Property property, ListItem> item) {
if (property == ElasticAttributeProvider.STORED) {
item.add(new AttributeModifier("style",Model.of("text-align:center")));
} else if (property == ElasticAttributeProvider.ANALYZED) {
item.add(new AttributeModifier("style",Model.of("text-align:center")));
}
}
};
atts.setOutputMarkupId(true);
atts.setFilterVisible(false);
atts.setSortable(false);
atts.setPageable(false);
atts.setOutputMarkupId(true);
return atts;
}
/*
* Render geometry type select
*/
private static class GeometryTypeRenderer implements IChoiceRenderer