Storage¶
Note
The cache is the physical location of the layers tiles, whether it is on the local file system, an S3 bucket, a pure in-memory cache, or anything else. A “blobstore” is a software component that provides the operations to store and retrieve tiles to and from a given storage mechanism.
Cache¶
Starting with version 1.8.0, there are two types of persistent storage mechanisms for tiles:
- File blob store: stores tiles in a directory structure consisting of various image files organized by layer and zoom level.
- S3 blob store: stores tiles in an Amazon Simple Storage Service bucket, as individual “objects” following a TMS-like key structure.
Zero or more blobstores can be configured in the configuration file to store tiles at different locations and on different storage back-ends. One of the configured blobstores will be the default one. Meaning that it will be used to store the tiles of every layer whose configuration does not explicitly indicate which blobstore shall be used.
Note
there will always be a “default” blobstore. If a blobstore to be used by default is not explicitly configured, one will be created automatically following the legacy cache location lookup mechanism used in versions prior to 1.8.0.
Configuration File¶
The location of the configuration file, geowebcache.xml
, will be defined by the GEOWEBCACHE_CACHE_DIR
application argument.
There are a few ways to define this argument:
- JVM system environment variable
- Servlet context parameteter
- Operating system environment variable
The variable in all cases is defined as GEOWEBCACHE_CACHE_DIR
.
To set as a JVM system environment variable, add the parameter -DGEOWEBCACHE_CACHE_DIR=<path>
to your servlet startup script.
In Tomcat, this can be added to the Java Options (JAVA_OPTS) variable in the startup script.
To set as a servlet context parameter, edit the GeoWebCache web.xml
file and add the following code:
<context-param>
<param-name>GEOWEBCACHE_CACHE_DIR</param-name>
<param-value>PATH</param-value>
</context-param>
where PATH
is the location of the cache directory.
To set as an operating system environment variable, run one of the the following commands:
Windows:
> set GEOWEBCACHE_CACHE_DIR=<path>
Linux/OS X:
$ export GEOWEBCACHE_CACHE_DIR=<path>
Finally, although not recommended, it is possible to set this location directly in the geowebcache-core-context.xml
file. Uncomment this code:
<!-- bean id="gwcBlobStore" class="org.geowebcache.storage.blobstore.file.FileBlobStore" destroy-method="destroy">
<constructor-arg value="/tmp/gwc_blobstore" />
</bean -->
making sure to edit the path. As usual, any changes to the servlet configuration files will require Reloading Configuration.
Note
if GEOWEBCACHE_CACHE_DIR
is not provided by any of the above mentioned methods, the directory will default
to the temporary storage folder specified by the web application container. (For Tomcat, this is the temp
directory inside the root.)
The directory created will be called geowebcache
. If this directory is not available, GeoWebCache will attempt to create a new
geowebcache
directory in the location specified by the TEMP
system environment variable. It is highly recommended
to explicitly define the location of the configuration/cache directory.
BlobStore configuration¶
A basic installation does not require to configure a blobstore. One will be created automatically following the same cache location lookup
mechanism as for versions prior to 1.8.0, meaning that a file blobstore will be used at the directory defined by the GEOWEBCACHE_CACHE_DIR
application argument.
Starting with 1.8.0, it is possible to configure multiple blobstores, which provides several advantages:
- Allow to decouple the location of the configuration and the storage;
- Allow for multiple cache base directories;
- Allow for alternate storage mechanisms than the current
FileBlobStore
; - Allow for different storage mechanisms to coexist;
- Allow to chose which “blob store” to save tiles to on a per “tile layer” basis;
- Allow serving pre-seeded caches directly from S3.
The geowebcache.xml
file must be edited to configure blob stores.
The following is the excerpt of the schema definition that allows to configure
blob stores: BlobStores XML schema
Between the formatModifiers
and gridSets
elements of the root gwcConfiguration
element, a list of blob stores can be configured as
children of the blobStores
element. For example:
<gwcConfiguration>
...
<formatModifiers>...</formatModifiers>
<blobStores>
<FileBlobStore default="true"><id>default_cache</id><enabled>true</enabled>...</FileBlobStore>
<S3BlobStore><id>default_cache</id><enabled>true</enabled>...</S3BlobStore>
<FileBlobStore><id>default_cache</id><enabled>false</enabled>...</FileBlobStore>
</blobStores>
<gridSets>...</gridSets>
...
</gwcConfiguration>
Common properties¶
All blob stores have the default, id, and enabled properties.
- default is an optional attribute which defines if the blob store is the default one. Only one blob store can have this attribute set to true.
Having more than one blob store with
default="true"
will raise an exception at startup time. Yet, if no blob store hasdefault="true"
, a defaultFileBlobStore
will be automatically created at the directory specified by theGEOWEBCACHE_CACHE_DIR
application argument for backwards compatibility. - id is a mandatory string property defining a unique identifier for the blobstore for the geowebcache instance. Not defining a unique id
for a blobstore, or configuring more than one with the same id, will raise an exception at application startup time. This identifier can then
be referred to by the
blobStoreId
element of awmsLayer
in the same configuration file, in order to explicitly state which blob store to use for a given layer. - enabled is an optional attribute that defaults to true. If a blobstore is not enabled (i.e.
<enabled>false</enabled>
), then it cannot be used and any attempt to store or retrieve a tile from it will result in a runtime exception making the operation fail. Note that it is invalid to have thedefault="true"
and<enabled>false</enabled>
properties at the same time, resulting in a startup failure.
Besides these common properties, each kind of blob store defines its own, as follows:
File Blob Store¶
The file blob store saves tiles on disk following the traditional geowebcache cache directory layout.
Example:
<FileBlobStore default="false">
<id>defaultCache</id>
<enabled>false</enabled>
<baseDirectory>/opt/defaultCache</baseDirectory>
<fileSystemBlockSize>4096</fileSystemBlockSize>
</FileBlobStore>
Properties:
- baseDirectory: Mandatory. The absolute path for the cache’s root directory.
- fileSystemBlockSize: Optional, defaults to 4096. A positive integer representing the file system block size (usually 4096, 8292, or 16384, depending on the file system where the base directory resides. This value is used to pad the size of tile files to the actual size of the file on disk before notifying the internal blob store listeners when tiles are stored, deleted, or updated. This is useful, for example, for the “disk-quota” subsystem to correctly compute the cache’s disk usage.
Amazon Simple Storage Service (S3) Blob Store¶
The following documentation assumes you’re familiar with the Amazon Simple Storage Service.
This blob store allows to configure a cache for layers on an S3 bucket with the following TMS-like key structure:
[prefix]/<layer id>/<gridset id>/<format id>/<parameters hash | “default”>/<z>/<x>/<y>.<extension>
- prefix: if provided in the configuration, it will be used as the “root path” for tile keys. Otherwise the keys will be built starting at the bucket’s root.
- layer id: the unique identifier for the layer. Note it equals to the layer name for standalone configured layers, but to the geoserver catalog’s object id for GeoServer tile layers.
- gridset id: the name of the gridset of the tile
- format id: the gwc internal name for the tile format. E.g.:
png
,png8
,jpeg
, etc. - parameters hash: if the request that originated that tiles included parameter filters, a unique hash code of the set of parameter filters, otherwise the constant
default
. - z: the z ordinate of the tile in the gridset space.
- x: the x ordinate of the tile in the gridset space.
- y: the y ordinate of the tile in the gridset space.
- extension: the file extension associated to the tile format. E.g.
png
,jpeg
, etc. (Note the extension is the same for thepng
andpng8
formats, for example).
Configuration example:
<S3BlobStore default="false">
<id>myS3Cache</id>
<enabled>false</enabled>
<bucket>put-your-actual-bucket-name-here</bucket>
<prefix>test-cache</prefix>
<awsAccessKey>putYourActualAccessKeyHere</awsAccessKey>
<awsSecretKey>putYourActualSecretKeyHere</awsSecretKey>
<maxConnections>50</maxConnections>
<useHTTPS>true</useHTTPS>
<proxyDomain></proxyDomain>
<proxyWorkstation></proxyWorkstation>
<proxyHost></proxyHost>
<proxyPort></proxyPort>
<proxyUsername></proxyUsername>
<proxyPassword></proxyPassword>
<useGzip>true</useGzip>
</S3BlobStore>
Properties:
- bucket: Mandatory. The name of the AWS S3 bucket where to store tiles.
- prefix: Optional. A prefix path to use as the “root folder” to store tiles at. For example, if the bucket is
bucket.gwc.example
and prefix is “mycache”, all tiles will be stored underbucket.gwc.example/mycache/{layer name}
instead ofbucket.gwc.example/{layer name}
. - awsAccessKey: Mandatory. The public access key the client uses to connect to S3.
- awsSecretKey: Mandatory. The secret key the client uses to connect to S3.
- maxConnections: Optional, default:
50
. Maximum number of concurrent HTTP connections the S3 client may use. - useHTTPS: Optional, default:
true
. Whether to use HTTPS when connecting to S3 or not. - proxyDomain: Optional. The Windows domain name for configuring an NTLM proxy. If you are not using a Windows NTLM proxy, you don’t need to set this property.
- proxyWorkstation: Optional. The Windows domain name for configuring an NTLM proxy. If you are not using a Windows NTLM proxy, you don’t need to set this property.
- proxyHost: Optional. The proxy host the client will connect through.
- proxyPort: Optional. The proxy port the client will connect through.
- proxyUsername: Optional. The proxy user name to use if connecting through a proxy.
- proxyPassword: Optional. The proxy password to use when connecting through a proxy.
- useGzip: Optional, default:
true
. Whether gzip compression should be used when transferring tiles to/from S3.
Additional Information:¶
The S3 objects for tiles are created with public visibility to allow for “standalone” pre-seeded caches to be used directly from S3 without geowebcache as middleware. In the future this behavior could be disabled through a configuration option.
Beware of amazon services costs. Especially in terms of bandwidth usage when serving tiles out of the Amazon cloud, and S3 storage prices. We haven’t conducted a thorough assessment of costs associated to seeding and serving caches. Yet we can provide some general purpose advise:
- Do not seed at high zoom levels (except if you know what you’re doing). The number of tiles grow exponentially as the zoom level increases.
- Use the tile format that produces the smalles possible tiles. For instance, png8 is a great compromise for quality/size. Keep in mind that the smaller the tiles
the bigger the size difference between two identical caches on S3 vs a regular file system. The S3 cache takes less space because the actual space used for each
tile is not padded to a file system block size. For example, the
topp:states
layer seeded up to zoom level 10 for EPSG:4326 with png8 format takes roughly 240MB on an Ext4 file system, and about 21MB on S3. - Use in-memory caching. When serving S3 tiles from GeoWebcache, you can greately reduce the number of GET requests to S3 by configuring an in-memory cache as described in the “In-Memory caching” section bellow. This will allow for frequently requested tiles to be kept in memory instead of retrieved from S3 on each call.
The following is an example OpenLayers 3 HTML/JavaScript to set up a map that fetches tiles from a pre-seeded geowebcache layer directly from S3. We’re using the typical
GeoServer topp:states
sample layer on a fictitious my-geowebcache-bucket
bucket, using test-cache
as the cache prefix, png8 tile format, and EPSG:4326 CRS.
<div class="row-fluid">
<div class="span12">
<div id="map" class="map"></div>
</div>
</div>
var map = new ol.Map({
target: 'map',
controls: ol.control.defaults(),
layers: [
new ol.layer.Tile({
source: new ol.source.XYZ({
projection: "EPSG:4326",
url: 'http://my-geowebcache-bucket.s3.amazonaws.com/test-cache/topp%3Astates/EPSG%3A4326/png8/default/{z}/{x}/{-y}.png'
})
})
],
view: new ol.View({
projection: "EPSG:4326",
center: [-104, 39],
zoom: 2
})
});
In-Memory caching¶
Default blobstore can be changed with a new one called MemoryBlobStore, which allows in memory tile caching. The MemoryBlobStore is a wrapper of a blobstore implementation, which can be the default one(FileBlobStore) or another one. For using the new blobstore implementation, the user have to modify the blobstore bean associated to the gwcStorageBroker bean (inside the Application Context file geowebcache-core-context.xml) by setting gwcMemoryBlobStore instead of gwcBlobStore.
The configuration of a MemoryBlobStore requires a blobstore to wrap and a CacheProvider object. This one provides the caching mechanism for saving input data in memory. User can define different caching objects but can only inject one of them inside the MemoryBlobStore. More information about the CacheProvider can be found in the next section.
An example of MemoryBlobStore configuration can be found beow:
<bean id="gwcMemoryBlobStore" class="org.geowebcache.storage.blobstore.memory.MemoryBlobStore" destroy-method="destroy">
<property name="store" ref="gwcBlobStore" />
<!-- "cacheProviderName" is optional. It is the name of the bean associated to the cacheProvider object used by this MemoryBlobStore-->
<property name="cacheBeanName" value="cacheProviderName" />
<!-- "cacheProvider" is optional. It is the Reference to a CacheProvider bean in the application context. -->
<property name="cacheProvider" ref="ExampleCacheProvider" />
</bean>
Note
Note that cacheProviderName/cacheProvider cannote be used together, if a cacheProvider is defined, the cacheProviderName is not considered. If cacheProviderName/cacheProvider are not defined, the MemoryBlobStore will internally search for a suitable CacheProvider.
CacheProvider configuration¶
A CacheProvider object should be configured with an input object called CacheConfiguration. CacheConfiguration parameters are:
- hardMemoryLimit : which is the cache size in Mb
- policy : which can be LRU, LFU, EXPIRE_AFTER_WRITE, EXPIRE_AFTER_ACCESS, NULL
- evitionTime : which is the cache eviction time in seconds
- concurrencyLevel : which is the cache concurrency level
These parameters must be defined as properties in the cacheConfiguration bean in the Spring Application Context (like geowebcache-core-context.xml).
At the time of writing there are two implementations of the CacheProvider interface:
- GuavaCacheProvider
- HazelcastCacheProvider
GuavaCacheProvider¶
GuavaCacheProvider provides local in-memory caching by using a Guava Cache for storing the various GWC Tiles locally on the machine. For configuring a GuavaCacheProvider the user must create a new bean in the Application Context file (like geowebcache-core-context.xml) and then add a reference to a CacheConfiguration instance.
Here is an example of configuration:
<bean id="cacheConfiguration" class="org.geowebcache.storage.blobstore.memory.CacheConfiguration">
<property name="hardMemoryLimit" value="64"/> <!-- 64 Mb -->
<property name="policy" value="EXPIRE_AFTER_ACCESS"/> <!-- Cache Eviction Policy is EXPIRE_AFTER_ACCESS. Other values are EXPIRE_AFTER_WRITE, NULL(LRU eviction based on cache size) -->
<property name="evitionTime" value="240"/> <!-- Eviction time is 240 seconds -->
<property name="concurrencyLevel" value="4"/> <!-- Concurrency Level of the cache is 4 -->
</bean>
<bean id="guavaCacheProvider" class="org.geowebcache.storage.blobstore.memory.guava.GuavaCacheProvider">
<property name="configuration" ref="cacheConfiguration"/> <!-- Setting of the configuration -->
</bean>
HazelcastCacheProvider¶
HazelcastCacheProvider is useful for implementing distributed in memory caching for clustering. It internally uses Hazelcast for handling distributed caching. The HazelcastCacheProvider configuration requires another object called HazelcastLoader. This object accepts an Hazelcast instance or loads a file called hazelcast.xml from a proper directory defined by the property “hazelcast.config.dir”. If none of them is present, the CacheProvider object cannot be used.
The user must follow these rules for configuring the Hazelcast instance:
- The Hazelcast configuration requires a Map object with name CacheProviderMap
- Map eviction policy must be LRU or LFU
- Map configuration must have a fixed size defined in Mb
- Map configuration must have USED_HEAP_SIZE as MaxSizePolicy
Here the user can find both examples:
From hazelcast.xml:
<hazelcast xsi:schemaLocation="http://www.hazelcast.com/schema/config hazelcast-config-2.3.xsd" xmlns="http://www.hazelcast.com/schema/config" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"> <group> <name>cacheCluster</name> <password>geoserverCache</password> </group> <network> <!-- Typical usage: multicast enabled with port auto-increment enabled or tcp-ip enabled with port auto-increment disabled. Note that you must choose between multicast and tcp-ip. Another option could be aws, but will not be described here. --> <port auto-increment="false">5701</port> <join> <multicast enabled="false"> <multicast-group>224.2.2.3</multicast-group> <multicast-port>54327</multicast-port> </multicast> <tcp-ip enabled="true"> <interface>192.168.1.32</interface> <interface>192.168.1.110</interface> </tcp-ip> </join> </network> <map name="CacheProviderMap"> <eviction-policy>LRU</eviction-policy> <max-size policy="USED_HEAP_SIZE">16</max-size> </map> </hazelcast>And the related application context will be:
<bean id="HazelCastLoader1" class="org.geowebcache.storage.blobstore.memory.distributed.HazelcastLoader"> </bean> <bean id="HazelCastCacheProvider1" class="org.geowebcache.storage.blobstore.memory.distributed.HazelcastCacheProvider"> <constructor-arg ref="HazelCastLoader1" /> </bean>Note
Remember that in this case the user must define the hazelcast.config.dir property when starting the application.
From application context (See Hazelcast documentation for more info):
<hz:hazelcast id="instance1"> <hz:config> <hz:group name="dev" password="password" /> <hz:network port="5701" port-auto-increment="true"> <hz:join> <hz:multicast enabled="true" multicast-group="224.2.2.3" multicast-port="54327" /> <hz:tcp-ip enabled="false"> <hz:members>10.10.1.2, 10.10.1.3</hz:members> </hz:tcp-ip> </hz:join> </hz:network> <hz:map name="CacheProviderMap" max-size="16" eviction-policy="LRU" max-size-policy="USED_HEAP_SIZE" /> </hz:config> </hz:hazelcast> <bean id="HazelCastLoader1" class="org.geowebcache.storage.blobstore.memory.distributed.HazelcastLoader"> <property name="instance" ref="instance1" /> </bean> <bean id="HazelCastCacheProvider1" class="org.geowebcache.storage.blobstore.memory.distributed.HazelcastCacheProvider"> <constructor-arg ref="HazelCastLoader1" /> </bean>
Optional configuration parameters¶
In this section are described other available configuration parameters to configure:
Cache expiration time:
<map name="CacheProviderMap"> ... <time-to-live-seconds>0</time-to-live-seconds> <max-idle-seconds>0</max-idle-seconds> </map>Where time-to-live-seconds indicates how many seconds an entry can stay in cache and max-idle-seconds indicates how many seconds an entry may be not accessed before being evicted.
Near Cache.
<map name="CacheProviderMap"> ... <near-cache> <!-- Same configuration parameters of the Hazelcast Map. Note that size indicates the maximum number of entries in the near cache. A value of Integer.MAX_VALUE indicates no limit on the maximum size. --> <max-size>5000</max-size> <time-to-live-seconds>0</time-to-live-seconds> <max-idle-seconds>60</max-idle-seconds> <eviction-policy>LRU</eviction-policy> <!-- Indicates if a cached entry can be evicted if the same value is modified in the Hazelcast Map. Default is true. --> <invalidate-on-change>true</invalidate-on-change> <!-- Indicates if local entries must be cached. Default is false. --> <cache-local-entries>false</cache-local-entries> </near-cache> </map>Near Cache is a local cache for each cluster instance which is used for caching entries in the other cluster instances. This behaviour avoids to request those entries each time by executing a remote call. This feature could be helpful in order to improve Hazelcast Cache performances.
Note
A value of max-size bigger or equal to Integer.MAX_VALUE cannot be used in order to avoid an uncontrollable growth of the cache size.