I have an ignite server running in replicated mode and many clients on same node which has near cache enabled. Now I don't find a significant performance difference when I run client with near cache and without near cache.
My understanding of near cache is that frequently used key and value would be stored on client itself, so there won't be an actual Get() call made to server. please correct me if I am wrong.
Can someone share a working near cache configuration xml.
SERVER CONFIG:
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:util="http://www.springframework.org/schema/util"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd
http://www.springframework.org/schema/util
http://www.springframework.org/schema/util/spring-util.xsd">
<bean id="grid.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<property name="cacheConfiguration">
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<property name="cacheMode" value="LOCAL" />
<!-- Enable near cache to cache recently accessed data. -->
<!-- <property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration"/>
</property> -->
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration">
</bean>
</property>
</bean>
</property>
<!-- Explicitly configure TCP discovery SPI to provide list of initial nodes. -->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<!--
Ignite provides several options for automatic discovery that can be used
instead os static IP based discovery.
-->
<!-- Uncomment static IP finder to enable static-based discovery of initial nodes. -->
<!-- <bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpDiscoveryVmIpFinder"> -->
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="addresses">
<list>
<!-- In distributed environment, replace with actual host IP address. -->
<!-- <value>127.0.0.1:48550..48551</value> -->
<value>XXX.ZZZ.yyy.36:47500..47501</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
CLIENT CONFIG:
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:util="http://www.springframework.org/schema/util"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd
http://www.springframework.org/schema/util
http://www.springframework.org/schema/util/spring-util.xsd">
<bean id="grid.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<property name="cacheConfiguration">
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<property name="cacheMode" value="LOCAL" />
<!-- Enable near cache to cache recently accessed data. -->
<!-- <property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration"/>
</property> -->
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration">
</bean>
</property>
</bean>
</property>
<!-- Explicitly configure TCP discovery SPI to provide list of initial nodes. -->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<!--
Ignite provides several options for automatic discovery that can be used
instead os static IP based discovery.
-->
<!-- Uncomment static IP finder to enable static-based discovery of initial nodes. -->
<!-- <bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpDiscoveryVmIpFinder"> -->
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="addresses">
<list>
<!-- In distributed environment, replace with actual host IP address. -->
<!-- <value>127.0.0.1:48550..48551</value> -->
<value>XXX.ZZZ.yyy.38:47500..47501</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
Yes, near cache improves performance by caching often used entries on node locally, but it doesn't make sense if you run all tests on single machine or JVM. Near cache allows not to go on remote node for data, but in your test everything already works locally.
Also Near cache have no sense for server nodes on REPLICATED or PARTITIONED cache, where number of backups equals or bigger than number of data nodes, because all data set already available for each node locally.
So to get performance boost you need to configure client node to use Near cache, when server nodes work on remote machines. Do not forget to warm up near cache before measuring.
Here is XML snippet for setting Near cache:
...
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<!-- Your other cache config -->
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration"/>
</property>
</bean>
...
Related
I have a query re. the setup of the GridGain near cache, we have a single server node with the config as listed below and have a single thick client connecting successfully to it ~
<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd">
<bean class="org.apache.ignite.configuration.IgniteConfiguration">
<!-- PEER CLASS LOADING -->
<property name="peerClassLoadingEnabled" value="true"/>
<!-- CACHE CONFIG-->
<property name="cacheConfiguration">
<list>
<!-- ENTER CACHE TEMPLATE-->
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<property name="name" value="cache1"/>
<property name="cacheMode" value="PARTITIONED"/>
<property name="rebalanceMode" value="SYNC"/>
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration">
<property name="nearEvictionPolicyFactory">
<bean class="org.apache.ignite.cache.eviction.lru.LruEvictionPolicyFactory">
<property name="maxSize" value="100000"/>
</bean>
</property>
</bean>
</property>
</bean>
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<property name="name" value="cache2"/>
<property name="cacheMode" value="PARTITIONED"/>
<property name="rebalanceMode" value="SYNC"/>
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration">
<property name="nearEvictionPolicyFactory">
<bean class="org.apache.ignite.cache.eviction.lru.LruEvictionPolicyFactory">
<property name="maxSize" value="100000"/>
</bean>
</property>
</bean>
</property>
</bean>
<bean class="org.apache.ignite.configuration.CacheConfiguration">
<property name="name" value="cache3"/>
<property name="cacheMode" value="PARTITIONED"/>
<property name="rebalanceMode" value="SYNC"/>
<property name="nearConfiguration">
<bean class="org.apache.ignite.configuration.NearCacheConfiguration">
<property name="nearEvictionPolicyFactory">
<bean class="org.apache.ignite.cache.eviction.lru.LruEvictionPolicyFactory">
<property name="maxSize" value="100000"/>
</bean>
</property>
</bean>
</property>
</bean>
</list>
</property>
<!-- DISCOVERY-->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.kubernetes.TcpDiscoveryKubernetesIpFinder">
<property name="namespace" value="gridgain"/>
<property name="serviceName" value="gridgain-service"/>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
In setting the server up like this it was my understanding that as per the documentation here , that "Once configured in this way, the near cache is created on any node that requests data from the underlying cache, including both server nodes and client nodes. When you get an instance of the cache, as shown in the following example, the data requests go through the near cache.
IgniteCache<Integer, Integer> cache = ignite.cache("myCache");
int value = cache.get(1);
Based on this I do not believe that I have any need to create the near cache config on our client? and have just implemented code as ~
IgniteCache<Object, Object> cache = ignite.cache(ourCacheName);
The issue I see is that when I peek at the local cache to try and find values in there, after searching for them ~
cache_.localPeek(key, CachePeekMode.NEAR)
The objects are not found, despite being searched for several times, and it looks like they are not added to our near cache setup, everything just refers to the underlying cache. Previously we had programmatically created the Near cache on the client and it had worked, but we would like to config the solution on the server if possible. Our client node is just using default config, if this makes a difference.
Any thoughts why we are not seeing a near cache?
Thanks,
LS
In order to use the cache I suggest you create the near cache explicitly using the following syntax:
IgniteCache<Integer, Integer> clientCache = client.getOrCreateNearCache(cacheCfg.getName(), nearCfg);
...
clientCache.get(1);
System.out.println(clientCache.localPeek(1, CachePeekMode.NEAR));
There are some tickets like IGNITE-15960 or IGNITE-1163 with discussions about the API improvements. I suppose the cache has to be declared on the servers first and then you would be able to create it explicitly on the clients. Agree, the docs and API are super confusing and have to be reworked.
Also, the near cache is local to a node, i.e. you might have them for some clients/servers and do not want to create it for other ones.
I'm battling to configure Apache Ignite to distribute partitions in zone-aware manner. I have Ignite 2.8.0 with 4 nodes running as StatefulSet pods in GKE 1.14 split in two zones. I followed the guide, and the example:
Propagated zone names into pod under AVAILABILITY_ZONE env var.
Then using Web-Console I verified that this env var was loaded correctly for each node.
I setup cache template in node XML config as in the below and created a cache from it using GET /ignite?cmd=getorcreate&cacheName=zone-aware-cache&templateName=zone-aware-cache (I can't see affinityBackupFilter settings in UI, but other parameters from the template got applied, so I assume it worked)
To simplify verification of partition distribution, I the partition number is set to just 2. After creating the cache I observed the following partition distribution:
Then I mapped nodes ids to values in AVAILABILITY_ZONE env var, as reported by nodes, with the following results:
AA146954 us-central1-a
3943ECC8 us-central1-c
F7B7AB67 us-central1-a
A94EE82C us-central1-c
As one can easily see, partition 0 pri/bak resides on nodes 3943ECC8 and A94EE82C which both are in the same zone. What am I missing to make it work?
Another odd thing, is then specifying partition number to be low (e.g. 2 or 4), only 3 out of 4 nodes are used). When using 1024 partitions, all nodes are utilized, but the problem still exists - 346 out of 1024 partitions had their primary/backup colocated in the same zone.
Here is my node config XML:
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd">
<bean class="org.apache.ignite.configuration.IgniteConfiguration">
<!-- Enabling Apache Ignite Persistent Store. -->
<property name="dataStorageConfiguration">
<bean class="org.apache.ignite.configuration.DataStorageConfiguration">
<property name="defaultDataRegionConfiguration">
<bean class="org.apache.ignite.configuration.DataRegionConfiguration">
<property name="persistenceEnabled" value="true"/>
</bean>
</property>
</bean>
</property>
<!-- Explicitly configure TCP discovery SPI to provide list of initial nodes. -->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<!-- Enables Kubernetes IP finder and setting custom namespace and service names. -->
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.kubernetes.TcpDiscoveryKubernetesIpFinder">
<property name="namespace" value="ignite"/>
</bean>
</property>
</bean>
</property>
<property name="cacheConfiguration">
<list>
<bean id="zone-aware-cache-template" abstract="true" class="org.apache.ignite.configuration.CacheConfiguration">
<!-- when you create a template via XML configuration, you must add an asterisk to the name of the template -->
<property name="name" value="zone-aware-cache*"/>
<property name="cacheMode" value="PARTITIONED"/>
<property name="atomicityMode" value="ATOMIC"/>
<property name="backups" value="1"/>
<property name="readFromBackup" value="true"/>
<property name="partitionLossPolicy" value="READ_WRITE_SAFE"/>
<property name="copyOnRead" value="true"/>
<property name="eagerTtl" value="true"/>
<property name="statisticsEnabled" value="true"/>
<property name="affinity">
<bean class="org.apache.ignite.cache.affinity.rendezvous.RendezvousAffinityFunction">
<property name="partitions" value="2"/> <!-- for debugging only! -->
<property name="excludeNeighbors" value="true"/>
<property name="affinityBackupFilter">
<bean class="org.apache.ignite.cache.affinity.rendezvous.ClusterNodeAttributeAffinityBackupFilter">
<constructor-arg>
<array value-type="java.lang.String">
<!-- Backups must go to different AZs -->
<value>AVAILABILITY_ZONE</value>
</array>
</constructor-arg>
</bean>
</property>
</bean>
</property>
</bean>
</list>
</property>
</bean>
</beans>
Update: Eventually excludeNeighbors false/true makes or breaks zone awareness. I'm not sure why it didn't work with excludeNeighbors=false previously for me. I made some scripts to automate my testing. And now it's definite that it's the excludeNeighbors setting. It's all here: https://github.com/doitintl/ignite-gke. Regardless I also opened a bug with IGNITE Jira: https://issues.apache.org/jira/browse/IGNITE-12896. Many thanks to #alamar for his suggestions.
I recommend setting excludeNeighbors to false. It is true in your case, it is not needed, and I get correct partitions mapping when I set it to false (of course, I also run all four nodes locally).
Environment property was enough, did not need to add it manually to user attributes.
did anyone successfully bootstrapped a three-node ignite cluster on EMR without any issues? if so can someone help with step by step process how to resolve.
Thanks
Sri
I followed below blog which worked for me.
https://www.gridgain.com/docs/8.7.6/installation-guide/aws/manual-install-on-ec2
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd">
<bean class="org.apache.ignite.configuration.IgniteConfiguration" >
<!-- other properties -->
<!-- Explicitly configure TCP discovery SPI to provide a list of nodes. -->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpDiscoveryVmIpFinder">
<property name="addresses">
<list>
<value>172.31.81.211</value>
<value>172.31.82.21</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
I want to enable persistence in ignite so that when ignite docker container is restarted or replaced with new version cache data is not lost.
I am using ignite 2.6.0. Here is the configuration file:
<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd">
<bean id="ignite.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<property name="dataStorageConfiguration">
<bean class="org.apache.ignite.configuration.DataStorageConfiguration">
<property name="defaultDataRegionConfiguration">
<bean class="org.apache.ignite.configuration.DataRegionConfiguration">
<property name="persistenceEnabled" value="true" />
</bean>
</property>
<property name="storagePath" value="/opt/ignite/apache-ignite-fabric/data/persistence" />
<property name="walPath" value="/opt/ignite/apache-ignite-fabric/data/wal" />
<property name="walArchivePath" value="/opt/ignite/apache-ignite-fabric/data/wal/archive" />
</bean>
</property>
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="addresses">
<list>
<value>127.0.0.1:47500..47502</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
I ran following command to deploy ignite docker container
sudo docker run -d -e "CONFIG_URI=" -e "OPTION_LIBS=ignite-core,ignite-spring,ignite-indexing,ignite-rest-http" -v /var/ignitedata:/opt/ignite/apache-ignite-fabric/data -p 9005:8080 --name=apacheignite apacheignite/ignite:2.6.0
I did not pass any value to CONFIG_URI is because i replace the default-config.xml file in the docker container.
I created a new cache using ignite rest api
http://localhost:9005/ignite?cmd=getorcreate&cacheName=myCache
Added sample values to cache
http://localhost:9005/ignite?cmd=put&key=10&val=2018-01-01&cacheName=myCache&keyType=int&valueType=date
I can retrieve the cache value
http://172.30.5.28:9005/ignite?cmd=get&key=10&cacheName=myCache&keyType=int&valueType=date
Now if i restart the docker container and try retrieving value, it does not return value
http://localhost:9005/ignite?cmd=get&key=10&cacheName=myCache&keyType=int&valueType=date
Has anyone seen this issue?
Thanks,
Rahul
Did you activate the cluster after you started it? When you use persistence, you need to tell Ignite how many nodes it should expect to see (called the "baseline").
You do that by running the control.sh script:
./control.sh --activate
You have to make sure that docker container still has same storage mounted, and also set consistentId to same value in configuration.
If you do that, cluster will auto-activate once all nodes have joined. You only have to activate it manually once.
Thank you Andrei Aleksandrov for pointing me to correct direction. I added working directory path and that helped in resolving the issue.
Posting the updated default-config.xml
<?xml version="1.0" encoding="UTF-8"?>
<!--
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
this work for additional information regarding copyright ownership.
The ASF licenses this file to You under the Apache License, Version 2.0
(the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
<beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd">
<bean id="ignite.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<!-- Enabling Apache Ignite Persistent Store. -->
<property name="dataStorageConfiguration">
<bean class="org.apache.ignite.configuration.DataStorageConfiguration">
<property name="defaultDataRegionConfiguration">
<bean class="org.apache.ignite.configuration.DataRegionConfiguration">
<property name="persistenceEnabled" value="true" />
</bean>
</property>
</bean>
</property>
<property name="workDirectory" value="/opt/ignite/apache-ignite-fabric/data" />
<!-- Explicitly configure TCP discovery SPI to provide a list of initial nodes. -->
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<!-- Uncomment static IP finder to enable static-based discovery of initial nodes. -->
<!--<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpDiscoveryVmIpFinder">-->
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="addresses">
<list>
<!-- In distributed environment, replace with actual host IP address. -->
<value>127.0.0.1:47500..47502</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
I want to setup Ignite cluster on 3 nodes on different IPs. I am following the official guideand using this configuration. I have listed the node IPs in multicastGroup property - unfortunately this does not work, throwing following exception
[09:08:40,852][SEVERE][main][TcpDiscoverySpi] Failed to register local node address in IP finder on start (retrying every 2000 ms; change 'reconnectDelay' to configure the frequency of retries).
class org.apache.ignite.spi.IgniteSpiException: Unknown multicast group: 10.10.17.1,10.10.17.2,10.10.17.3
This is my configuration file
<beans xmlns="http://www.springframework.org/schema/beans"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="
http://www.springframework.org/schema/beans
http://www.springframework.org/schema/beans/spring-beans.xsd">
<!--
Alter configuration below as needed.
-->
<bean id="grid.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="multicastGroup" value="10.10.17.1,10.10.17.2,10.10.17.3"/>
</bean>
</property>
</bean>
</property>
</bean>
</beans>
How to setup correctly?
You've configured node IPs in the wrong place. Please configure them as follow:
<bean id="grid.cfg" class="org.apache.ignite.configuration.IgniteConfiguration">
<property name="discoverySpi">
<bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
<property name="ipFinder">
<bean class="org.apache.ignite.spi.discovery.tcp.ipfinder.multicast.TcpDiscoveryMulticastIpFinder">
<property name="addresses">
<list>
<!-- In distributed environment, replace with actual host IP address. -->
<value>10.10.17.1:47500..47509</value>
<value>10.10.17.2:47500..47509</value>
<value>10.10.17.3:47500..47509</value>
</list>
</property>
</bean>
</property>
</bean>
</property>
</bean>
We are using the above configuration. Unfortunately always the node mentioned on top ( here 10.10.17.1:47500..47509) is getting discovered but the other two nodes remain undiscovered.