Merge latest with master
diff --git a/README.md b/README.md
index dd676dc..975a2c6 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,98 @@
### About
-[Hello Samza](http://samza.apache.org/startup/hello-samza/0.13/) is developed as part of the [Apache Samza](http://samza.apache.org) project. Please direct questions, improvements and bug fixes there. Questions about [Hello Samza](http://samza.apache.org/startup/hello-samza/0.13/) are welcome on the [dev list](http://samza.apache.org/community/mailing-lists.html) and the [Samza JIRA](https://issues.apache.org/jira/browse/SAMZA) has a hello-samza component for filing tickets.
+[Hello Samza](http://samza.apache.org/startup/hello-samza/latest/) is developed as part of the [Apache Samza](http://samza.apache.org) project. Please direct questions, improvements and bug fixes there. Questions about [Hello Samza](http://samza.apache.org/startup/hello-samza/latest/) are welcome on the [dev list](http://samza.apache.org/community/mailing-lists.html) and the [Samza JIRA](https://issues.apache.org/jira/browse/SAMZA) has a hello-samza component for filing tickets.
+
+### Instructions
+
+The **Hello Samza** project contains example Samza applications of high-level API as well as low-level API. The following are the instructions to install the binaries and run the applications in a local Yarn cluster. See also [Hello Samza](http://samza.apache.org/startup/hello-samza/latest/) and [Hello Samza High Level API](http://samza.apache.org/learn/tutorials/latest/hello-samza-high-level-yarn.html) for more information.
+
+#### 1. Get the Code
+
+Check out the hello-samza project:
+
+```
+git clone https://git.apache.org/samza-hello-samza.git hello-samza
+cd hello-samza
+```
+
+To build hello-samza with the latest Samza master, you can switch to the _latest_ branch:
+
+```
+git checkout latest
+```
+
+This project contains everything you'll need to run your first Samza application.
+
+#### 2. Start a Grid
+
+A Samza grid usually comprises three different systems: [YARN](http://hadoop.apache.org/docs/current/hadoop-yarn/hadoop-yarn-site/YARN.html), [Kafka](http://kafka.apache.org/), and [ZooKeeper](http://zookeeper.apache.org/). The hello-samza project comes with a script called "grid" to help you setup these systems. Start by running:
+
+```
+./bin/grid bootstrap
+```
+
+This command will download, install, and start ZooKeeper, Kafka, and YARN. It will also check out the latest version of Samza and build it. All package files will be put in a sub-directory called "deploy" inside hello-samza's root folder.
+
+If you get a complaint that _JAVA_HOME_ is not set, then you'll need to set it to the path where Java is installed on your system.
+
+Once the grid command completes, you can verify that YARN is up and running by going to [http://localhost:8088](http://localhost:8088). This is the YARN UI.
+
+#### 3. Build a Samza Application Package
+
+Before you can run a Samza application, you need to build a package for it. This package is what YARN uses to deploy your apps on the grid. Use the following command in hello-samza project to build and deploy the example applications:
+
+```
+./bin/deploy.sh
+```
+
+#### 4. Run a Samza Application
+
+After you've built your Samza package, you can start the example applications on the grid.
+
+##### - High-level API Examples
+
+Package [samza.examples.cookbook](https://github.com/apache/samza-hello-samza/tree/master/src/main/java/samza/examples/cookbook) contains various examples of high-level API operator usage, such as map, partitionBy, window and join. Each example is a runnable Samza application with the steps in the class javadocs, e.g [PageViewAdClickJoiner](https://github.com/apache/samza-hello-samza/blob/master/src/main/java/samza/examples/cookbook/PageViewAdClickJoiner.java).
+
+Package [samza.examples.wikipedia.application](https://github.com/apache/samza-hello-samza/tree/master/src/main/java/samza/examples/wikipedia/application) contains a small Samza application which consumes the real-time feeds from Wikipedia, extracts the metadata of the events, and calculates statistics of all edits in a 10-second window. You can start the app on the grid using the run-app.sh script:
+
+```
+./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/wikipedia-application.properties
+```
+
+Once the job is started, we can tail the kafka topic by:
+
+```
+./deploy/kafka/bin/kafka-console-consumer.sh --zookeeper localhost:2181 --topic wikipedia-stats
+```
+
+A code walkthrough of this application can be found [here](http://samza.apache.org/learn/tutorials/latest/hello-samza-high-level-code.html).
+
+##### - Low-level API Examples
+
+Package [samza.examples.wikipedia.task](https://github.com/apache/samza-hello-samza/tree/master/src/main/java/samza/examples/wikipedia/task) contains the low-level API Samza code for the Wikipedia example. To run it, use the following scripts:
+
+```
+deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/wikipedia-feed.properties
+deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/wikipedia-parser.properties
+deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/wikipedia-stats.properties
+```
+
+Once the jobs are started, you can use the same _kafka-console-consumer.sh_ command as in the high-level API Wikipedia example to check out the output of the statistics.
+
+#### 4. Run all the examples as Integration Test
+
+Every example above are ran with a few messages as Integration test using TestRunner API. You can find all the testing samples in [src/test/java](https://github.com/apache/samza-hello-samza/tree/master/src/test/java). To run it use:
+
+```
+mvn clean package
+```
+
+Run Single example as test use:
+
+```
+mvn test -Dtest=<ClassName>
+```
### Instructions
@@ -86,4 +177,4 @@
### Contribution
-To start contributing on [Hello Samza](http://samza.apache.org/startup/hello-samza/0.13/) first read [Rules](http://samza.apache.org/contribute/rules.html) and [Contributor Corner](https://cwiki.apache.org/confluence/display/SAMZA/Contributor%27s+Corner). Notice that [Hello Samza](http://samza.apache.org/startup/hello-samza/0.13/) git repository does not support git pull request.
+To start contributing on [Hello Samza](http://samza.apache.org/startup/hello-samza/latest/) first read [Rules](http://samza.apache.org/contribute/rules.html) and [Contributor Corner](https://cwiki.apache.org/confluence/display/SAMZA/Contributor%27s+Corner). Notice that [Hello Samza](http://samza.apache.org/startup/hello-samza/latest/) git repository does not support git pull request.
diff --git a/bin/deploy.sh b/bin/deploy.sh
index 9526067..d6ce59c 100755
--- a/bin/deploy.sh
+++ b/bin/deploy.sh
@@ -23,4 +23,4 @@
mvn clean package
mkdir -p $base_dir/deploy/samza
-tar -xvf $base_dir/target/hello-samza-0.14.0-dist.tar.gz -C $base_dir/deploy/samza
+tar -xvf $base_dir/target/hello-samza-1.0.0-dist.tar.gz -C $base_dir/deploy/samza
diff --git a/bin/run-azure-application.sh b/bin/run-event-hubs-zk-application.sh
similarity index 100%
rename from bin/run-azure-application.sh
rename to bin/run-event-hubs-zk-application.sh
diff --git a/build.gradle b/build.gradle
index cce7699..143995d 100644
--- a/build.gradle
+++ b/build.gradle
@@ -36,6 +36,14 @@
maven { url "https://repository.apache.org/content/groups/public" }
}
+
+idea {
+ module {
+ sourceDirs += file('src/main/java')
+ testSourceDirs += file('src/test/java')
+ }
+}
+
// a configuration for dependencies that need exploding into package
configurations {
explode
@@ -48,18 +56,18 @@
compile(group: 'org.schwering', name: 'irclib', version: '1.10')
compile(group: 'org.apache.samza', name: 'samza-api', version: "$SAMZA_VERSION")
compile(group: 'org.apache.samza', name: 'samza-kv_2.11', version: "$SAMZA_VERSION")
- compile(group: 'org.apache.samza', name: 'samza-aws', version: "$SAMZA_VERSION")
- compile(group: 'org.apache.samza', name: 'samza-sql', version: "$SAMZA_VERSION")
+ compile(group: 'org.apache.samza', name: 'samza-test_2.11', version: "$SAMZA_VERSION")
+ compile(group: 'org.apache.samza', name: 'samza-kafka_2.11', version: "$SAMZA_VERSION")
+ compile(group: 'org.apache.samza', name: 'samza-kv-rocksdb_2.11', version: "$SAMZA_VERSION")
+ compile(group: 'org.apache.samza', name: 'samza-azure', version: "$SAMZA_VERSION")
+ testCompile(group: 'junit', name: 'junit', version: "4.12")
explode (group: 'org.apache.samza', name: 'samza-shell', ext: 'tgz', classifier: 'dist', version: "$SAMZA_VERSION")
-
runtime(group: 'org.apache.samza', name: 'samza-core_2.11', version: "$SAMZA_VERSION")
runtime(group: 'org.apache.samza', name: 'samza-log4j', version: "$SAMZA_VERSION")
runtime(group: 'org.apache.samza', name: 'samza-shell', version: "$SAMZA_VERSION")
runtime(group: 'org.apache.samza', name: 'samza-yarn_2.11', version: "$SAMZA_VERSION")
- runtime(group: 'org.apache.samza', name: 'samza-kv-rocksdb_2.11', version: "$SAMZA_VERSION")
- runtime(group: 'org.apache.samza', name: 'samza-kafka_2.11', version: "$SAMZA_VERSION")
runtime(group: 'org.apache.kafka', name: 'kafka_2.11', version: "$KAFKA_VERSION")
runtime(group: 'org.apache.hadoop', name: 'hadoop-hdfs', version: "$HADOOP_VERSION")
}
diff --git a/gradle.properties b/gradle.properties
index e207baa..5da3d5d 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -17,8 +17,8 @@
* under the License.
*/
-SAMZA_VERSION=0.14.0
-KAFKA_VERSION=0.10.1.1
+SAMZA_VERSION=1.0.0
+KAFKA_VERSION=0.11.0.2
HADOOP_VERSION=2.6.1
SLF4J_VERSION = 1.7.7
diff --git a/pom.xml b/pom.xml
index 2065d7a..230fb50 100644
--- a/pom.xml
+++ b/pom.xml
@@ -27,7 +27,7 @@
<groupId>org.apache.samza</groupId>
<artifactId>hello-samza</artifactId>
- <version>0.14.0</version>
+ <version>1.0.0</version>
<packaging>jar</packaging>
<name>Samza Example</name>
<description>
@@ -37,6 +37,11 @@
<dependencies>
<dependency>
+ <groupId>junit</groupId>
+ <artifactId>junit</artifactId>
+ <version>4.12</version>
+ </dependency>
+ <dependency>
<groupId>org.apache.samza</groupId>
<artifactId>samza-api</artifactId>
<version>${samza.version}</version>
@@ -45,6 +50,12 @@
<groupId>org.apache.samza</groupId>
<artifactId>samza-azure</artifactId>
<version>${samza.version}</version>
+ <exclusions>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-core_2.12</artifactId>
+ </exclusion>
+ </exclusions>
</dependency>
<dependency>
<groupId>org.apache.samza</groupId>
@@ -53,8 +64,45 @@
</dependency>
<dependency>
<groupId>org.apache.samza</groupId>
+ <artifactId>samza-test_2.11</artifactId>
+ <version>${samza.version}</version>
+ <exclusions>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-core_2.12</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-log4j2</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-log4j2</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-kv-inmemory_2.12</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-kv-rocksdb_2.12</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-kafka_2.12</artifactId>
+ </exclusion>
+ </exclusions>
+ </dependency>
+ <dependency>
+ <groupId>org.apache.samza</groupId>
<artifactId>samza-log4j</artifactId>
<version>${samza.version}</version>
+ <exclusions>
+ <exclusion>
+ <groupId>org.apache.samza</groupId>
+ <artifactId>samza-core_2.12</artifactId>
+ </exclusion>
+ </exclusions>
</dependency>
<dependency>
<groupId>org.apache.samza</groupId>
@@ -91,7 +139,7 @@
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>kafka_2.11</artifactId>
- <version>0.10.1.1</version>
+ <version>0.11.0.2</version>
</dependency>
<dependency>
<groupId>org.schwering</groupId>
@@ -128,6 +176,11 @@
<artifactId>hadoop-common</artifactId>
<version>${hadoop.version}</version>
</dependency>
+ <dependency>
+ <groupId>org.apache.httpcomponents</groupId>
+ <artifactId>httpcore</artifactId>
+ <version>4.4.1</version>
+ </dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
@@ -148,12 +201,17 @@
<artifactId>hadoop-yarn-common</artifactId>
<version>${hadoop.version}</version>
</dependency>
+ <dependency>
+ <groupId>com.google.guava</groupId>
+ <artifactId>guava</artifactId>
+ <version>17.0</version>
+ </dependency>
</dependencies>
<properties>
<!-- maven specific properties -->
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
- <samza.version>0.14.0</samza.version>
+ <samza.version>1.0.0</samza.version>
<hadoop.version>2.6.1</hadoop.version>
</properties>
@@ -223,6 +281,7 @@
<configuration>
<excludes>
<exclude>*.patch</exclude>
+ <exclude>*.txt</exclude>
<exclude>**/target/**</exclude>
<exclude>*.json</exclude>
<exclude>.vagrant/**</exclude>
@@ -239,6 +298,7 @@
<exclude>**/gradle/**</exclude>
<exclude>**/gradlew*</exclude>
<exclude>**/build/**</exclude>
+ <exclude>**/src/test/resources/**</exclude>
</excludes>
</configuration>
</plugin>
@@ -287,6 +347,14 @@
</executions>
</plugin>
</plugins>
+ <resources>
+ <resource>
+ <directory>src/test/resources</directory>
+ <includes>
+ <include>**/*txt</include>
+ </includes>
+ </resource>
+ </resources>
</build>
<profiles>
diff --git a/quickstart/wordcount.tar.gz b/quickstart/wordcount.tar.gz
new file mode 100644
index 0000000..592e8c7
--- /dev/null
+++ b/quickstart/wordcount.tar.gz
Binary files differ
diff --git a/src/main/assembly/src.xml b/src/main/assembly/src.xml
index c04ace0..1614aaf 100644
--- a/src/main/assembly/src.xml
+++ b/src/main/assembly/src.xml
@@ -48,6 +48,10 @@
<source>${basedir}/bin/run-wikipedia-zk-application.sh</source>
<outputDirectory>bin</outputDirectory>
</file>
+ <file>
+ <source>${basedir}/bin/run-event-hubs-zk-application.sh</source>
+ <outputDirectory>bin</outputDirectory>
+ </file>
</files>
<dependencySets>
<dependencySet>
diff --git a/src/main/config/azure-application-local-runner.properties b/src/main/config/azure-application-local-runner.properties
index e440fd8..3b7618e 100644
--- a/src/main/config/azure-application-local-runner.properties
+++ b/src/main/config/azure-application-local-runner.properties
@@ -21,29 +21,9 @@
job.default.system=eventhubs
job.coordinator.zk.connect=localhost:2181
-# Azure EventHubs System
-systems.eventhubs.samza.factory=org.apache.samza.system.eventhub.EventHubSystemFactory
-systems.eventhubs.stream.list=output-stream,input-stream
-
-# Add your EventHubs input stream credentials here
-systems.eventhubs.streams.input-stream.eventhubs.namespace=YOUR-STREAM-NAMESPACE
-systems.eventhubs.streams.input-stream.eventhubs.entitypath=YOUR-ENTITY-NAME
-systems.eventhubs.streams.input-stream.eventhubs.sas.keyname=YOUR-SAS-KEY-NAME
-systems.eventhubs.streams.input-stream.eventhubs.sas.token=YOUR-SAS-KEY-TOKEN
-
-# Add your EventHubs output stream credentials here
-systems.eventhubs.streams.output-stream.eventhubs.namespace=YOUR-STREAM-NAMESPACE
-systems.eventhubs.streams.output-stream.eventhubs.entitypath=YOUR-ENTITY-NAME
-systems.eventhubs.streams.output-stream.eventhubs.sas.keyname=YOUR-SAS-KEY-NAME
-systems.eventhubs.streams.output-stream.eventhubs.sas.token=YOUR-SAS-KEY-TOKEN
-
-# Azure Table Checkpoint Manager
-task.checkpoint.factory=org.apache.samza.checkpoint.azure.AzureCheckpointManagerFactory
-azure.storage.connect=YOUR-STORAGE-ACCOUNT-CONNECTION-STRING
+# Define the key and name configurations with property names of your choice, starting with 'sensitive.'
+sensitive.eventhubs.sas.key.name=my-sas-key-name
+sensitive.eventhubs.sas.token=my-sas-token
# Task/Application
task.name.grouper.factory=org.apache.samza.container.grouper.task.GroupByContainerIdsFactory
-
-# Streams
-streams.input-stream.samza.system=eventhubs
-streams.output-stream.samza.system=eventhubs
diff --git a/src/main/config/pageview-filter.properties b/src/main/config/filter-example.properties
similarity index 71%
rename from src/main/config/pageview-filter.properties
rename to src/main/config/filter-example.properties
index 331ee1a..b9681c3 100644
--- a/src/main/config/pageview-filter.properties
+++ b/src/main/config/filter-example.properties
@@ -15,22 +15,11 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application/Job
+app.class=samza.examples.cookbook.FilterExample
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=pageview-filter
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.PageViewFilterApp
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/pageview-adclick-joiner.properties b/src/main/config/join-example.properties
similarity index 71%
rename from src/main/config/pageview-adclick-joiner.properties
rename to src/main/config/join-example.properties
index eba7b0b..3f8d60f 100644
--- a/src/main/config/pageview-adclick-joiner.properties
+++ b/src/main/config/join-example.properties
@@ -15,22 +15,11 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application / Job
+app.class=samza.examples.cookbook.JoinExample
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=pageview-adclick-joiner
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.PageViewAdClickJoiner
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/pageview-adclick-joiner.properties b/src/main/config/remote-table-join-example.properties
similarity index 69%
copy from src/main/config/pageview-adclick-joiner.properties
copy to src/main/config/remote-table-join-example.properties
index eba7b0b..9680471 100644
--- a/src/main/config/pageview-adclick-joiner.properties
+++ b/src/main/config/remote-table-join-example.properties
@@ -15,22 +15,11 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application / Job
+app.class=samza.examples.cookbook.RemoteTableJoinExample
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
-job.name=pageview-adclick-joiner
+job.name=stock-price-table-joiner
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.PageViewAdClickJoiner
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/pageview-sessionizer.properties b/src/main/config/session-window-example.properties
similarity index 71%
rename from src/main/config/pageview-sessionizer.properties
rename to src/main/config/session-window-example.properties
index 420cdde..e8aac74 100644
--- a/src/main/config/pageview-sessionizer.properties
+++ b/src/main/config/session-window-example.properties
@@ -15,22 +15,10 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application / Job
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=pageview-sessionizer
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.PageViewSessionizerApp
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/pageview-adclick-joiner.properties b/src/main/config/stream-table-join-example.properties
similarity index 69%
copy from src/main/config/pageview-adclick-joiner.properties
copy to src/main/config/stream-table-join-example.properties
index eba7b0b..c6d66b7 100644
--- a/src/main/config/pageview-adclick-joiner.properties
+++ b/src/main/config/stream-table-join-example.properties
@@ -15,22 +15,11 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application / Job
+app.class=samza.examples.cookbook.StreamTableJoinExample
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
-job.name=pageview-adclick-joiner
+job.name=pageview-profile-table-joiner
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.PageViewAdClickJoiner
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/tumbling-pageview-counter.properties b/src/main/config/tumbling-window-example.properties
similarity index 71%
rename from src/main/config/tumbling-pageview-counter.properties
rename to src/main/config/tumbling-window-example.properties
index b58dbe9..07dbb22 100644
--- a/src/main/config/tumbling-pageview-counter.properties
+++ b/src/main/config/tumbling-window-example.properties
@@ -15,22 +15,11 @@
# specific language governing permissions and limitations
# under the License.
-# Job
+# Application / Job
+app.class=samza.examples.cookbook.TumblingWindowExample
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=tumbling-pageview-counter
job.container.count=2
-job.default.system=kafka
-job.coordinator.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-
-# Task
-app.class=samza.examples.cookbook.TumblingPageViewCounterApp
-task.window.ms=2000
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
\ No newline at end of file
diff --git a/src/main/config/wikipedia-application-local-runner.properties b/src/main/config/wikipedia-application-local-runner.properties
index b770f13..487d80e 100644
--- a/src/main/config/wikipedia-application-local-runner.properties
+++ b/src/main/config/wikipedia-application-local-runner.properties
@@ -20,35 +20,12 @@
job.coordinator.factory=org.apache.samza.zk.ZkJobCoordinatorFactory
job.default.system=kafka
job.coordinator.zk.connect=localhost:2181
-
-# Task/Application
task.name.grouper.factory=org.apache.samza.container.grouper.task.GroupByContainerIdsFactory
# Serializers
serializers.registry.string.class=org.apache.samza.serializers.StringSerdeFactory
serializers.registry.integer.class=org.apache.samza.serializers.IntegerSerdeFactory
-# Wikipedia System
-systems.wikipedia.samza.factory=samza.examples.wikipedia.system.WikipediaSystemFactory
-systems.wikipedia.host=irc.wikimedia.org
-systems.wikipedia.port=6667
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181/
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
-
-# Streams
-streams.en-wikipedia.samza.system=wikipedia
-streams.en-wikipedia.samza.physical.name=#en.wikipedia
-
-streams.en-wiktionary.samza.system=wikipedia
-streams.en-wiktionary.samza.physical.name=#en.wiktionary
-
-streams.en-wikinews.samza.system=wikipedia
-streams.en-wikinews.samza.physical.name=#en.wikinews
-
# Key-value storage
stores.wikipedia-stats.factory=org.apache.samza.storage.kv.RocksDbKeyValueStorageEngineFactory
stores.wikipedia-stats.changelog=kafka.wikipedia-stats-changelog
diff --git a/src/main/config/wikipedia-application.properties b/src/main/config/wikipedia-application.properties
index 841fcc5..dfda307 100644
--- a/src/main/config/wikipedia-application.properties
+++ b/src/main/config/wikipedia-application.properties
@@ -17,40 +17,16 @@
# Application / Job
app.class=samza.examples.wikipedia.application.WikipediaApplication
-app.runner.class=org.apache.samza.runtime.RemoteApplicationRunner
-
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=wikipedia-application
-job.default.system=kafka
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-# Wikipedia System
-systems.wikipedia.samza.factory=samza.examples.wikipedia.system.WikipediaSystemFactory
-systems.wikipedia.host=irc.wikimedia.org
-systems.wikipedia.port=6667
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.consumer.zookeeper.connect=localhost:2181
-systems.kafka.producer.bootstrap.servers=localhost:9092
-systems.kafka.default.stream.replication.factor=1
-
# Serializers
serializers.registry.string.class=org.apache.samza.serializers.StringSerdeFactory
serializers.registry.integer.class=org.apache.samza.serializers.IntegerSerdeFactory
-# Streams which are not on default system or have special characters in the physical name.
-streams.en-wikipedia.samza.system=wikipedia
-streams.en-wikipedia.samza.physical.name=#en.wikipedia
-
-streams.en-wiktionary.samza.system=wikipedia
-streams.en-wiktionary.samza.physical.name=#en.wiktionary
-
-streams.en-wikinews.samza.system=wikipedia
-streams.en-wikinews.samza.physical.name=#en.wikinews
-
# Key-value storage
stores.wikipedia-stats.factory=org.apache.samza.storage.kv.RocksDbKeyValueStorageEngineFactory
stores.wikipedia-stats.changelog=kafka.wikipedia-stats-changelog
diff --git a/src/main/config/wikipedia-feed.properties b/src/main/config/wikipedia-feed.properties
index 180d749..9fee678 100644
--- a/src/main/config/wikipedia-feed.properties
+++ b/src/main/config/wikipedia-feed.properties
@@ -19,29 +19,11 @@
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=wikipedia-feed
-# YARN
+# YARN package path
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-# Task
-task.class=samza.examples.wikipedia.task.WikipediaFeedStreamTask
-task.inputs=wikipedia.#en.wikipedia,wikipedia.#en.wiktionary,wikipedia.#en.wikinews
+# TaskApplication class
+app.class=samza.examples.wikipedia.task.application.WikipediaFeedTaskApplication
-# Serializers
-serializers.registry.json.class=org.apache.samza.serializers.JsonSerdeFactory
-
-# Wikipedia System
-systems.wikipedia.samza.factory=samza.examples.wikipedia.system.WikipediaSystemFactory
-systems.wikipedia.host=irc.wikimedia.org
-systems.wikipedia.port=6667
-
-# Kafka System
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.samza.msg.serde=json
-systems.kafka.consumer.zookeeper.connect=localhost:2181/
-systems.kafka.producer.bootstrap.servers=localhost:9092
-
-# Job Coordinator
-job.coordinator.system=kafka
# Add configuration to disable checkpointing for this job once it is available in the Coordinator Stream model
# See https://issues.apache.org/jira/browse/SAMZA-465?focusedCommentId=14533346&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-14533346 for more details
-job.coordinator.replication.factor=1
diff --git a/src/main/config/wikipedia-parser.properties b/src/main/config/wikipedia-parser.properties
index e8f3fa0..d9614c2 100644
--- a/src/main/config/wikipedia-parser.properties
+++ b/src/main/config/wikipedia-parser.properties
@@ -22,23 +22,5 @@
# YARN
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-# Task
-task.class=samza.examples.wikipedia.task.WikipediaParserStreamTask
-task.inputs=kafka.wikipedia-raw
-
-# Serializers
-serializers.registry.json.class=org.apache.samza.serializers.JsonSerdeFactory
-serializers.registry.metrics.class=org.apache.samza.serializers.MetricsSnapshotSerdeFactory
-
-# Systems
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.samza.msg.serde=json
-systems.kafka.streams.metrics.samza.msg.serde=metrics
-systems.kafka.consumer.zookeeper.connect=localhost:2181/
-systems.kafka.consumer.auto.offset.reset=largest
-systems.kafka.producer.bootstrap.servers=localhost:9092
-
-# Job Coordinator
-job.coordinator.system=kafka
-# Normally, this would be 3, but we have only one broker.
-job.coordinator.replication.factor=1
+# TaskApplication class
+app.class=samza.examples.wikipedia.task.application.WikipediaParserTaskApplication
\ No newline at end of file
diff --git a/src/main/config/wikipedia-stats.properties b/src/main/config/wikipedia-stats.properties
index 0a1cf31..7da456b 100644
--- a/src/main/config/wikipedia-stats.properties
+++ b/src/main/config/wikipedia-stats.properties
@@ -19,12 +19,13 @@
job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
job.name=wikipedia-stats
-# YARN
+# YARN package path
yarn.package.path=file://${basedir}/target/${project.artifactId}-${pom.version}-dist.tar.gz
-# Task
-task.class=samza.examples.wikipedia.task.WikipediaStatsStreamTask
-task.inputs=kafka.wikipedia-edits
+# TaskApplication class
+app.class=samza.examples.wikipedia.task.application.WikipediaStatsTaskApplication
+
+# Setting the window frequency in milliseconds
task.window.ms=10000
# Metrics
@@ -33,17 +34,10 @@
metrics.reporter.snapshot.stream=kafka.metrics
metrics.reporter.jmx.class=org.apache.samza.metrics.reporter.JmxReporterFactory
-# Serializers
-serializers.registry.json.class=org.apache.samza.serializers.JsonSerdeFactory
+# Serializers (used below in specifying the stores' serdes)
serializers.registry.string.class=org.apache.samza.serializers.StringSerdeFactory
serializers.registry.integer.class=org.apache.samza.serializers.IntegerSerdeFactory
-# Systems
-systems.kafka.samza.factory=org.apache.samza.system.kafka.KafkaSystemFactory
-systems.kafka.samza.msg.serde=json
-systems.kafka.consumer.zookeeper.connect=localhost:2181/
-systems.kafka.consumer.auto.offset.reset=largest
-systems.kafka.producer.bootstrap.servers=localhost:9092
# Key-value storage
stores.wikipedia-stats.factory=org.apache.samza.storage.kv.RocksDbKeyValueStorageEngineFactory
@@ -57,8 +51,3 @@
# Normally, we'd set this much higher, but we want things to look snappy in the demo.
stores.wikipedia-stats.write.batch.size=0
stores.wikipedia-stats.object.cache.size=0
-
-# Job Coordinator
-job.coordinator.system=kafka
-# Normally, this would be 3, but we have only one broker.
-job.coordinator.replication.factor=1
diff --git a/src/main/java/samza/examples/azure/AzureApplication.java b/src/main/java/samza/examples/azure/AzureApplication.java
index 9f565fe..454787f 100644
--- a/src/main/java/samza/examples/azure/AzureApplication.java
+++ b/src/main/java/samza/examples/azure/AzureApplication.java
@@ -20,40 +20,64 @@
package samza.examples.azure;
import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
import org.apache.samza.operators.KV;
import org.apache.samza.operators.MessageStream;
import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
-import org.apache.samza.serializers.ByteSerde;
-import org.apache.samza.serializers.KVSerde;
import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.SystemStreamMetadata;
+import org.apache.samza.system.eventhub.descriptors.EventHubsInputDescriptor;
+import org.apache.samza.system.eventhub.descriptors.EventHubsOutputDescriptor;
+import org.apache.samza.system.eventhub.descriptors.EventHubsSystemDescriptor;
+
public class AzureApplication implements StreamApplication {
-
- // Inputs
+ // Stream names
private static final String INPUT_STREAM_ID = "input-stream";
-
- // Outputs
private static final String OUTPUT_STREAM_ID = "output-stream";
+ // These properties could be configured here or in azure-application-local-runner.properties
+ // Keep in mind that the .properties file will be overwrite properties defined here with Descriptors
+ private static final String EVENTHUBS_NAMESPACE = "my-eventhubs-namespace";
+
+ // Upstream and downstream Event Hubs entity names
+ private static final String EVENTHUBS_INPUT_ENTITY = "my-input-entity";
+ private static final String EVENTHUBS_OUTPUT_ENTITY = "my-output-entity";
+
+ // You may define your own config properties in azure-application-local-runner.properties and retrieve them
+ // in the StreamApplicationDescriptor. Prefix them with 'sensitive.' to avoid logging them.
+ private static final String EVENTHUBS_SAS_KEY_NAME_CONFIG = "sensitive.eventhubs.sas.key.name";
+ private static final String EVENTHUBS_SAS_KEY_TOKEN_CONFIG = "sensitive.eventhubs.sas.token";
+
@Override
- public void init(StreamGraph graph, Config config) {
+ public void describe(StreamApplicationDescriptor appDescriptor) {
+ // Define your system here
+ EventHubsSystemDescriptor systemDescriptor = new EventHubsSystemDescriptor("eventhubs");
- // Input
- MessageStream<KV<String, byte[]>> eventhubInput = graph.getInputStream(INPUT_STREAM_ID);
+ // Choose your serializer/deserializer for the EventData payload
+ StringSerde serde = new StringSerde();
- // Output
- OutputStream<KV<String, byte[]>> eventhubOutput =
- graph.getOutputStream(OUTPUT_STREAM_ID, KVSerde.of(new StringSerde(), new ByteSerde()));
+ // Define the input and output descriptors with respective configs
+ EventHubsInputDescriptor<KV<String, String>> inputDescriptor =
+ systemDescriptor.getInputDescriptor(INPUT_STREAM_ID, EVENTHUBS_NAMESPACE, EVENTHUBS_INPUT_ENTITY, serde)
+ .withSasKeyName(appDescriptor.getConfig().get(EVENTHUBS_SAS_KEY_NAME_CONFIG))
+ .withSasKey(appDescriptor.getConfig().get(EVENTHUBS_SAS_KEY_TOKEN_CONFIG));
- // Send
+ EventHubsOutputDescriptor<KV<String, String>> outputDescriptor =
+ systemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, EVENTHUBS_NAMESPACE, EVENTHUBS_OUTPUT_ENTITY, serde)
+ .withSasKeyName(appDescriptor.getConfig().get(EVENTHUBS_SAS_KEY_NAME_CONFIG))
+ .withSasKey(appDescriptor.getConfig().get(EVENTHUBS_SAS_KEY_TOKEN_CONFIG));
+
+ // Define the input and output streams with descriptors
+ MessageStream<KV<String, String>> eventhubInput = appDescriptor.getInputStream(inputDescriptor);
+ OutputStream<KV<String, String>> eventhubOutput = appDescriptor.getOutputStream(outputDescriptor);
+
+ // Define the execution flow with the high-level API
eventhubInput
- .filter((message) -> message.getKey() != null)
.map((message) -> {
System.out.println("Sending: ");
System.out.println("Received Key: " + message.getKey());
- System.out.println("Received Message: " + new String(message.getValue()));
+ System.out.println("Received Message: " + message.getValue());
return message;
})
.sendTo(eventhubOutput);
diff --git a/src/main/java/samza/examples/azure/AzureZKLocalApplication.java b/src/main/java/samza/examples/azure/AzureZKLocalApplication.java
index 3d4f8b0..462e389 100644
--- a/src/main/java/samza/examples/azure/AzureZKLocalApplication.java
+++ b/src/main/java/samza/examples/azure/AzureZKLocalApplication.java
@@ -23,7 +23,7 @@
import org.apache.samza.config.Config;
import org.apache.samza.runtime.LocalApplicationRunner;
import org.apache.samza.util.CommandLine;
-import samza.examples.azure.AzureApplication;
+
public class AzureZKLocalApplication {
@@ -32,10 +32,10 @@
OptionSet options = cmdLine.parser().parse(args);
Config config = cmdLine.loadConfig(options);
- LocalApplicationRunner runner = new LocalApplicationRunner(config);
AzureApplication app = new AzureApplication();
+ LocalApplicationRunner runner = new LocalApplicationRunner(app, config);
+ runner.run();
- runner.run(app);
runner.waitForFinish();
}
diff --git a/src/main/java/samza/examples/cookbook/FilterExample.java b/src/main/java/samza/examples/cookbook/FilterExample.java
new file mode 100644
index 0000000..bd14300
--- /dev/null
+++ b/src/main/java/samza/examples/cookbook/FilterExample.java
@@ -0,0 +1,101 @@
+/*
+ * 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.
+ */
+package samza.examples.cookbook;
+
+import org.apache.samza.application.StreamApplication;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
+import org.apache.samza.operators.KV;
+import org.apache.samza.operators.MessageStream;
+import org.apache.samza.operators.OutputStream;
+import org.apache.samza.serializers.JsonSerdeV2;
+import org.apache.samza.serializers.KVSerde;
+import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import samza.examples.cookbook.data.PageView;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * In this example, we demonstrate filtering out some bad events in the stream.
+ *
+ * <p>Concepts covered: Using stateless operators on a stream.
+ *
+ * To run the below example:
+ *
+ * <ol>
+ * <li>
+ * Ensure that the topic "pageview-filter-input" is created <br/>
+ * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic pageview-filter-input --partitions 2 --replication-factor 1
+ * </li>
+ * <li>
+ * Run the application using the run-app.sh script <br/>
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/filter-example.properties
+ * </li>
+ * <li>
+ * Produce some messages to the "pageview-filter-input" topic <br/>
+ * ./deploy/kafka/bin/kafka-console-producer.sh --topic pageview-filter-input --broker-list localhost:9092 <br/>
+ * {"userId": "user1", "country": "india", "pageId":"google.com"} <br/>
+ * {"userId": "invalidUserId", "country": "france", "pageId":"facebook.com"} <br/>
+ * {"userId": "user2", "country": "china", "pageId":"yahoo.com"}
+ * </li>
+ * <li>
+ * Consume messages from the "pageview-filter-output" topic (e.g. bin/kafka-console-consumer.sh)
+ * ./deploy/kafka/bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic pageview-filter-output --property print.key=true
+ * </li>
+ * </ol>
+ */
+public class FilterExample implements StreamApplication {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ private static final String INPUT_STREAM_ID = "pageview-filter-input";
+ private static final String OUTPUT_STREAM_ID = "pageview-filter-output";
+ private static final String INVALID_USER_ID = "invalidUserId";
+
+ @Override
+ public void describe(StreamApplicationDescriptor appDescriptor) {
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ KVSerde<String, PageView> serde = KVSerde.of(new StringSerde(), new JsonSerdeV2<>(PageView.class));
+ KafkaInputDescriptor<KV<String, PageView>> inputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(INPUT_STREAM_ID, serde);
+ KafkaOutputDescriptor<KV<String, PageView>> outputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, serde);
+
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ MessageStream<KV<String, PageView>> pageViews = appDescriptor.getInputStream(inputDescriptor);
+ OutputStream<KV<String, PageView>> filteredPageViews = appDescriptor.getOutputStream(outputDescriptor);
+
+ pageViews
+ .filter(kv -> !INVALID_USER_ID.equals(kv.value.userId))
+ .sendTo(filteredPageViews);
+ }
+}
diff --git a/src/main/java/samza/examples/cookbook/PageViewAdClickJoiner.java b/src/main/java/samza/examples/cookbook/JoinExample.java
similarity index 68%
rename from src/main/java/samza/examples/cookbook/PageViewAdClickJoiner.java
rename to src/main/java/samza/examples/cookbook/JoinExample.java
index f6c3810..14753eb 100644
--- a/src/main/java/samza/examples/cookbook/PageViewAdClickJoiner.java
+++ b/src/main/java/samza/examples/cookbook/JoinExample.java
@@ -18,20 +18,28 @@
*/
package samza.examples.cookbook;
+import java.io.Serializable;
import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
import org.apache.samza.operators.KV;
import org.apache.samza.operators.MessageStream;
import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
import org.apache.samza.operators.functions.JoinFunction;
import org.apache.samza.serializers.JsonSerdeV2;
import org.apache.samza.serializers.KVSerde;
import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
import samza.examples.cookbook.data.AdClick;
import samza.examples.cookbook.data.PageView;
import java.time.Duration;
+import java.util.List;
+import java.util.Map;
/**
* In this example, we join a stream of Page views with a stream of Ad clicks. For instance, this is helpful for
@@ -49,7 +57,7 @@
* </li>
* <li>
* Run the application using the run-app.sh script <br/>
- * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/pageview-adclick-joiner.properties
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/join-example.properties
* </li>
* <li>
* Produce some messages to the "pageview-join-input" topic <br/>
@@ -70,22 +78,40 @@
* </ol>
*
*/
-public class PageViewAdClickJoiner implements StreamApplication {
+public class JoinExample implements StreamApplication, Serializable {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
- private static final String PAGEVIEW_TOPIC = "pageview-join-input";
- private static final String AD_CLICK_TOPIC = "adclick-join-input";
- private static final String OUTPUT_TOPIC = "pageview-adclick-join-output";
+ private static final String PAGEVIEW_STREAM_ID = "pageview-join-input";
+ private static final String ADCLICK_STREAM_ID = "adclick-join-input";
+ private static final String OUTPUT_STREAM_ID = "pageview-adclick-join-output";
@Override
- public void init(StreamGraph graph, Config config) {
+ public void describe(StreamApplicationDescriptor appDescriptor) {
StringSerde stringSerde = new StringSerde();
JsonSerdeV2<PageView> pageViewSerde = new JsonSerdeV2<>(PageView.class);
JsonSerdeV2<AdClick> adClickSerde = new JsonSerdeV2<>(AdClick.class);
JsonSerdeV2<JoinResult> joinResultSerde = new JsonSerdeV2<>(JoinResult.class);
- MessageStream<PageView> pageViews = graph.getInputStream(PAGEVIEW_TOPIC, pageViewSerde);
- MessageStream<AdClick> adClicks = graph.getInputStream(AD_CLICK_TOPIC, adClickSerde);
- OutputStream<JoinResult> joinResults = graph.getOutputStream(OUTPUT_TOPIC, joinResultSerde);
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ KafkaInputDescriptor<PageView> pageViewInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(PAGEVIEW_STREAM_ID, pageViewSerde);
+ KafkaInputDescriptor<AdClick> adClickInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(ADCLICK_STREAM_ID, adClickSerde);
+ KafkaOutputDescriptor<JoinResult> joinResultOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, joinResultSerde);
+
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ MessageStream<PageView> pageViews = appDescriptor.getInputStream(pageViewInputDescriptor);
+ MessageStream<AdClick> adClicks = appDescriptor.getInputStream(adClickInputDescriptor);
+ OutputStream<JoinResult> joinResults = appDescriptor.getOutputStream(joinResultOutputDescriptor);
JoinFunction<String, PageView, AdClick, JoinResult> pageViewAdClickJoinFunction =
new JoinFunction<String, PageView, AdClick, JoinResult>() {
diff --git a/src/main/java/samza/examples/cookbook/PageViewFilterApp.java b/src/main/java/samza/examples/cookbook/PageViewFilterApp.java
deleted file mode 100644
index a2accfd..0000000
--- a/src/main/java/samza/examples/cookbook/PageViewFilterApp.java
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * 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.
- */
-package samza.examples.cookbook;
-
-import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
-import org.apache.samza.operators.KV;
-import org.apache.samza.operators.MessageStream;
-import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
-import org.apache.samza.serializers.JsonSerdeV2;
-import org.apache.samza.serializers.KVSerde;
-import org.apache.samza.serializers.StringSerde;
-import samza.examples.cookbook.data.PageView;
-
-/**
- * In this example, we demonstrate re-partitioning a stream of page views and filtering out some bad events in the stream.
- *
- * <p>Concepts covered: Using stateless operators on a stream, Re-partitioning a stream.
- *
- * To run the below example:
- *
- * <ol>
- * <li>
- * Ensure that the topic "pageview-filter-input" is created <br/>
- * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic pageview-filter-input --partitions 2 --replication-factor 1
- * </li>
- * <li>
- * Run the application using the run-app.sh script <br/>
- * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/pageview-filter.properties
- * </li>
- * <li>
- * Produce some messages to the "pageview-filter-input" topic <br/>
- * ./deploy/kafka/bin/kafka-console-producer.sh --topic pageview-filter-input --broker-list localhost:9092 <br/>
- * {"userId": "user1", "country": "india", "pageId":"google.com"} <br/>
- * {"userId": "invalidUserId", "country": "france", "pageId":"facebook.com"} <br/>
- * {"userId": "user2", "country": "china", "pageId":"yahoo.com"}
- * </li>
- * <li>
- * Consume messages from the "pageview-filter-output" topic (e.g. bin/kafka-console-consumer.sh)
- * ./deploy/kafka/bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic pageview-filter-output --property print.key=true
- * </li>
- * </ol>
- */
-public class PageViewFilterApp implements StreamApplication {
-
- private static final String INPUT_TOPIC = "pageview-filter-input";
- private static final String OUTPUT_TOPIC = "pageview-filter-output";
- private static final String INVALID_USER_ID = "invalidUserId";
-
- @Override
- public void init(StreamGraph graph, Config config) {
- graph.setDefaultSerde(KVSerde.of(new StringSerde(), new JsonSerdeV2<>(PageView.class)));
-
- MessageStream<KV<String, PageView>> pageViews = graph.getInputStream(INPUT_TOPIC);
- OutputStream<KV<String, PageView>> filteredPageViews = graph.getOutputStream(OUTPUT_TOPIC);
-
- pageViews
- .partitionBy(kv -> kv.value.userId, kv -> kv.value, "pageview")
- .filter(kv -> !INVALID_USER_ID.equals(kv.value.userId))
- .sendTo(filteredPageViews);
- }
-}
diff --git a/src/main/java/samza/examples/cookbook/RemoteTableJoinExample.java b/src/main/java/samza/examples/cookbook/RemoteTableJoinExample.java
new file mode 100644
index 0000000..4eb4a56
--- /dev/null
+++ b/src/main/java/samza/examples/cookbook/RemoteTableJoinExample.java
@@ -0,0 +1,200 @@
+/*
+ * 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.
+ */
+package samza.examples.cookbook;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+
+import java.io.Serializable;
+import java.net.URL;
+import java.time.Duration;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.CompletableFuture;
+import org.apache.samza.SamzaException;
+import org.apache.samza.application.StreamApplication;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
+import org.apache.samza.operators.KV;
+import org.apache.samza.operators.MessageStream;
+import org.apache.samza.operators.OutputStream;
+import org.apache.samza.operators.functions.StreamTableJoinFunction;
+import org.apache.samza.serializers.JsonSerdeV2;
+import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+import org.apache.samza.table.Table;
+import org.apache.samza.table.caching.descriptors.CachingTableDescriptor;
+import org.apache.samza.table.remote.TableReadFunction;
+import org.apache.samza.table.remote.descriptors.RemoteTableDescriptor;
+import org.apache.samza.util.ExponentialSleepStrategy;
+import org.apache.samza.util.HttpUtil;
+import org.codehaus.jackson.JsonFactory;
+import org.codehaus.jackson.JsonParser;
+import org.codehaus.jackson.JsonToken;
+import org.codehaus.jackson.annotate.JsonProperty;
+
+/**
+ * In this example, we join a stream of stock symbols with a remote table backed by a RESTful service,
+ * which delivers latest stock quotes. The join results contain stock symbol and latest price, and are
+ * delivered to an output stream.
+ *
+ * A rate limit of 10 requests/second is set of the entire job, internally Samza uses an embedded
+ * rate limiter, which evenly distributes the total rate limit among tasks.
+ *
+ * A caching table is used over the remote table with a read TTL of 5 seconds, therefore one would
+ * receive the same quote with this time span.
+ *
+ * <p> Concepts covered: remote table, rate limiter, caching table, stream to table joins.
+ *
+ * To run the below example:
+ *
+ * <ol>
+ * <li>
+ * Create Kafka topics "stock-symbol-input", "stock-price-output" are created <br/>
+ * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic stock-symbol-input --partitions 2 --replication-factor 1
+ * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic stock-price-output --partitions 2 --replication-factor 1
+ * </li>
+ * <li>
+ * Run the application using the run-app.sh script <br/>
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/remote-table-join-example.properties
+ * </li>
+ * <li>
+ * Consume messages from the output topic <br/>
+ * ./deploy/kafka/bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic stock-price-output
+ * </li>
+ * <li>
+ * Produce some messages to the input topic <br/>
+ * ./deploy/kafka/bin/kafka-console-producer.sh --topic stock-symbol-input --broker-list localhost:9092
+ *
+ * After the console producer is started, type
+ * MSFT
+ *
+ * You should see messages like below from the console consumer window
+ * {"symbol":"MSFT","close":107.64}
+ *
+ * Note: you will need a free API key for symbols other than MSFT, see below for more information.
+ * </li>
+ * </ol>
+ *
+ */
+public class RemoteTableJoinExample implements StreamApplication {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ /**
+ * Default API key "demo" only works for symbol "MSFT"; however you can get an
+ * API key for free at https://www.alphavantage.co/, which will work for other symbols.
+ */
+ private static final String API_KEY = "demo";
+
+ private static final String URL_TEMPLATE =
+ "https://www.alphavantage.co/query?function=TIME_SERIES_DAILY&symbol=%s&apikey=" + API_KEY;
+
+ private static final String INPUT_STREAM_ID = "stock-symbol-input";
+ private static final String OUTPUT_STREAM_ID = "stock-price-output";
+
+ @Override
+ public void describe(StreamApplicationDescriptor appDescriptor) {
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ KafkaInputDescriptor<String> stockSymbolInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(INPUT_STREAM_ID, new StringSerde());
+ KafkaOutputDescriptor<StockPrice> stockPriceOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, new JsonSerdeV2<>(StockPrice.class));
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+ MessageStream<String> stockSymbolStream = appDescriptor.getInputStream(stockSymbolInputDescriptor);
+ OutputStream<StockPrice> stockPriceStream = appDescriptor.getOutputStream(stockPriceOutputDescriptor);
+
+ RemoteTableDescriptor<String, Double> remoteTableDescriptor =
+ new RemoteTableDescriptor("remote-table")
+ .withReadRateLimit(10)
+ .withReadFunction(new StockPriceReadFunction());
+ CachingTableDescriptor<String, Double> cachedRemoteTableDescriptor =
+ new CachingTableDescriptor<>("cached-remote-table", remoteTableDescriptor)
+ .withReadTtl(Duration.ofSeconds(5));
+ Table<KV<String, Double>> cachedRemoteTable = appDescriptor.getTable(cachedRemoteTableDescriptor);
+
+ stockSymbolStream
+ .map(symbol -> new KV<String, Void>(symbol, null))
+ .join(cachedRemoteTable, new JoinFn())
+ .sendTo(stockPriceStream);
+
+ }
+
+ static class JoinFn implements StreamTableJoinFunction<String, KV<String, Void>, KV<String, Double>, StockPrice> {
+ @Override
+ public StockPrice apply(KV<String, Void> message, KV<String, Double> record) {
+ return record == null ? null : new StockPrice(message.getKey(), record.getValue());
+ }
+ @Override
+ public String getMessageKey(KV<String, Void> message) {
+ return message.getKey();
+ }
+ @Override
+ public String getRecordKey(KV<String, Double> record) {
+ return record.getKey();
+ }
+ }
+
+ static class StockPriceReadFunction implements TableReadFunction<String, Double> {
+ @Override
+ public CompletableFuture<Double> getAsync(String symbol) {
+ return CompletableFuture.supplyAsync(() -> {
+ try {
+ URL url = new URL(String.format(URL_TEMPLATE, symbol));
+ String response = HttpUtil.read(url, 5000, new ExponentialSleepStrategy());
+ JsonParser parser = new JsonFactory().createJsonParser(response);
+ while (!parser.isClosed()) {
+ if (JsonToken.FIELD_NAME.equals(parser.nextToken()) && "4. close".equalsIgnoreCase(parser.getCurrentName())) {
+ return Double.valueOf(parser.nextTextValue());
+ }
+ }
+ return -1d;
+ } catch (Exception ex) {
+ throw new SamzaException(ex);
+ }
+ });
+ }
+
+ @Override
+ public boolean isRetriable(Throwable throwable) {
+ return false;
+ }
+ }
+
+ public static class StockPrice implements Serializable {
+
+ public final String symbol;
+ public final Double close;
+
+ public StockPrice(
+ @JsonProperty("symbol") String symbol,
+ @JsonProperty("close") Double close) {
+ this.symbol = symbol;
+ this.close = close;
+ }
+ }
+
+}
diff --git a/src/main/java/samza/examples/cookbook/PageViewSessionizerApp.java b/src/main/java/samza/examples/cookbook/SessionWindowExample.java
similarity index 61%
rename from src/main/java/samza/examples/cookbook/PageViewSessionizerApp.java
rename to src/main/java/samza/examples/cookbook/SessionWindowExample.java
index 2bcd9f5..1db0808 100644
--- a/src/main/java/samza/examples/cookbook/PageViewSessionizerApp.java
+++ b/src/main/java/samza/examples/cookbook/SessionWindowExample.java
@@ -18,22 +18,29 @@
*/
package samza.examples.cookbook;
+import java.io.Serializable;
import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
import org.apache.samza.operators.KV;
import org.apache.samza.operators.MessageStream;
import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
import org.apache.samza.operators.windows.Windows;
import org.apache.samza.serializers.JsonSerdeV2;
import org.apache.samza.serializers.KVSerde;
import org.apache.samza.serializers.Serde;
import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
import samza.examples.cookbook.data.PageView;
import samza.examples.cookbook.data.UserPageViews;
import java.time.Duration;
-import java.util.function.Function;
+import java.util.List;
+import java.util.Map;
/**
* In this example, we group page views by userId into sessions, and compute the number of page views for each user
@@ -50,7 +57,7 @@
* </li>
* <li>
* Run the application using the run-app.sh script <br/>
- * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/pageview-sessionizer.properties
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/session-window-example.properties
* </li>
* <li>
* Produce some messages to the "pageview-session-input" topic <br/>
@@ -69,25 +76,38 @@
* </ol>
*
*/
-public class PageViewSessionizerApp implements StreamApplication {
+public class SessionWindowExample implements StreamApplication, Serializable {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
- private static final String INPUT_TOPIC = "pageview-session-input";
- private static final String OUTPUT_TOPIC = "pageview-session-output";
+ private static final String INPUT_STREAM_ID = "pageview-session-input";
+ private static final String OUTPUT_STREAM_ID = "pageview-session-output";
@Override
- public void init(StreamGraph graph, Config config) {
+ public void describe(StreamApplicationDescriptor appDescriptor) {
Serde<String> stringSerde = new StringSerde();
- Serde<PageView> pageviewSerde = new JsonSerdeV2<>(PageView.class);
- KVSerde<String, PageView> pageViewKVSerde = KVSerde.of(stringSerde, pageviewSerde);
- Serde<UserPageViews> userPageviewSerde = new JsonSerdeV2<>(UserPageViews.class);
- graph.setDefaultSerde(pageViewKVSerde);
+ KVSerde<String, PageView> pageViewKVSerde = KVSerde.of(stringSerde, new JsonSerdeV2<>(PageView.class));
+ KVSerde<String, UserPageViews> userPageViewSerde = KVSerde.of(stringSerde, new JsonSerdeV2<>(UserPageViews.class));
- MessageStream<KV<String, PageView>> pageViews = graph.getInputStream(INPUT_TOPIC);
- OutputStream<KV<String, UserPageViews>> userPageViews =
- graph.getOutputStream(OUTPUT_TOPIC, KVSerde.of(stringSerde, userPageviewSerde));
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ KafkaInputDescriptor<KV<String, PageView>> pageViewInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(INPUT_STREAM_ID, pageViewKVSerde);
+ KafkaOutputDescriptor<KV<String, UserPageViews>> userPageViewsOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, userPageViewSerde);
+
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ MessageStream<KV<String, PageView>> pageViews = appDescriptor.getInputStream(pageViewInputDescriptor);
+ OutputStream<KV<String, UserPageViews>> userPageViews = appDescriptor.getOutputStream(userPageViewsOutputDescriptor);
pageViews
- .partitionBy(kv -> kv.value.userId, kv -> kv.value, "pageview")
+ .partitionBy(kv -> kv.value.userId, kv -> kv.value, pageViewKVSerde, "pageview")
.window(Windows.keyedSessionWindow(kv -> kv.value.userId,
Duration.ofSeconds(10), stringSerde, pageViewKVSerde), "usersession")
.map(windowPane -> {
diff --git a/src/main/java/samza/examples/cookbook/StreamTableJoinExample.java b/src/main/java/samza/examples/cookbook/StreamTableJoinExample.java
new file mode 100644
index 0000000..96196fa
--- /dev/null
+++ b/src/main/java/samza/examples/cookbook/StreamTableJoinExample.java
@@ -0,0 +1,174 @@
+/*
+ * 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.
+ */
+package samza.examples.cookbook;
+
+import java.util.Objects;
+import org.apache.samza.application.StreamApplication;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
+import org.apache.samza.operators.KV;
+import org.apache.samza.operators.MessageStream;
+import org.apache.samza.operators.OutputStream;
+import org.apache.samza.operators.functions.StreamTableJoinFunction;
+import org.apache.samza.serializers.JsonSerdeV2;
+import org.apache.samza.serializers.KVSerde;
+import org.apache.samza.serializers.Serde;
+import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.storage.kv.descriptors.RocksDbTableDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+import org.apache.samza.table.Table;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import samza.examples.cookbook.data.PageView;
+import samza.examples.cookbook.data.Profile;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * In this example, we join a stream of Page views with a table of user profiles, which is populated from an
+ * user profile stream. For instance, this is helpful for analysis that required additional information from
+ * user's profile.
+ *
+ * <p> Concepts covered: Performing stream-to-table joins.
+ *
+ * To run the below example:
+ *
+ * <ol>
+ * <li>
+ * Ensure that the topics "pageview-join-input", "profile-table-input" are created <br/>
+ * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic pageview-join-input --partitions 2 --replication-factor 1
+ * ./deploy/kafka/bin/kafka-topics.sh --zookeeper localhost:2181 --create --topic profile-table-input --partitions 2 --replication-factor 1
+ * </li>
+ * <li>
+ * Run the application using the run-app.sh script <br/>
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/stream-table-join-example.properties
+ * </li>
+ * <li>
+ * Consume messages from the "enriched-pageview-join-output" topic <br/>
+ * ./deploy/kafka/bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 --topic enriched-pageview-join-output
+ * </li>
+ * <li>
+ * Produce some messages to the "profile-table-input" topic with the same userId <br/>
+ * ./deploy/kafka/bin/kafka-console-producer.sh --topic profile-table-input --broker-list localhost:9092 <br/>
+ * {"userId": "user1", "company": "LNKD"} <br/>
+ * {"userId": "user2", "company": "MSFT"}
+ * </li>
+ * <li>
+ * Produce some messages to the "pageview-join-input" topic <br/>
+ * ./deploy/kafka/bin/kafka-console-producer.sh --topic pageview-join-input --broker-list localhost:9092 <br/>
+ * {"userId": "user1", "country": "india", "pageId":"google.com"} <br/>
+ * {"userId": "user2", "country": "china", "pageId":"yahoo.com"}
+ * </li>
+ * </ol>
+ *
+ */
+public class StreamTableJoinExample implements StreamApplication {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ private static final String PROFILE_STREAM_ID = "profile-table-input";
+ private static final String PAGEVIEW_STREAM_ID = "pageview-join-input";
+ private static final String OUTPUT_TOPIC = "enriched-pageview-join-output";
+
+ @Override
+ public void describe(StreamApplicationDescriptor appDescriptor) {
+ Serde<Profile> profileSerde = new JsonSerdeV2<>(Profile.class);
+ Serde<PageView> pageViewSerde = new JsonSerdeV2<>(PageView.class);
+ Serde<EnrichedPageView> joinResultSerde = new JsonSerdeV2<>(EnrichedPageView.class);
+
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ KafkaInputDescriptor<Profile> profileInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(PROFILE_STREAM_ID, profileSerde);
+ KafkaInputDescriptor<PageView> pageViewInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(PAGEVIEW_STREAM_ID, pageViewSerde);
+ KafkaOutputDescriptor<EnrichedPageView> joinResultOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_TOPIC, joinResultSerde);
+
+ RocksDbTableDescriptor<String, Profile> profileTableDescriptor =
+ new RocksDbTableDescriptor<String, Profile>("profile-table", KVSerde.of(new StringSerde(), profileSerde));
+
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ MessageStream<Profile> profileStream = appDescriptor.getInputStream(profileInputDescriptor);
+ MessageStream<PageView> pageViewStream = appDescriptor.getInputStream(pageViewInputDescriptor);
+ OutputStream<EnrichedPageView> joinResultStream = appDescriptor.getOutputStream(joinResultOutputDescriptor);
+ Table<KV<String, Profile>> profileTable = appDescriptor.getTable(profileTableDescriptor);
+
+ profileStream
+ .map(profile -> KV.of(profile.userId, profile))
+ .sendTo(profileTable);
+
+ pageViewStream
+ .partitionBy(pv -> pv.userId, pv -> pv, KVSerde.of(new StringSerde(), pageViewSerde), "join")
+ .join(profileTable, new JoinFn())
+ .sendTo(joinResultStream);
+ }
+
+ private static class JoinFn implements StreamTableJoinFunction<String, KV<String, PageView>, KV<String, Profile>, EnrichedPageView> {
+ @Override
+ public EnrichedPageView apply(KV<String, PageView> message, KV<String, Profile> record) {
+ return record == null ? null :
+ new EnrichedPageView(message.getKey(), record.getValue().company, message.getValue().pageId);
+ }
+ @Override
+ public String getMessageKey(KV<String, PageView> message) {
+ return message.getKey();
+ }
+ @Override
+ public String getRecordKey(KV<String, Profile> record) {
+ return record.getKey();
+ }
+ }
+
+ static public class EnrichedPageView {
+
+ public final String userId;
+ public final String company;
+ public final String pageId;
+
+ public EnrichedPageView(String userId, String company, String pageId) {
+ this.userId = userId;
+ this.company = company;
+ this.pageId = pageId;
+ }
+
+ @Override
+ public boolean equals(Object o) {
+ if (this == o) {
+ return true;
+ }
+ if (o == null || getClass() != o.getClass()) {
+ return false;
+ }
+ EnrichedPageView that = (EnrichedPageView) o;
+ return Objects.equals(userId, that.userId) && Objects.equals(company, that.company) && Objects.equals(pageId,
+ that.pageId);
+ }
+ }
+
+}
diff --git a/src/main/java/samza/examples/cookbook/TumblingPageViewCounterApp.java b/src/main/java/samza/examples/cookbook/TumblingWindowExample.java
similarity index 60%
rename from src/main/java/samza/examples/cookbook/TumblingPageViewCounterApp.java
rename to src/main/java/samza/examples/cookbook/TumblingWindowExample.java
index acf1411..5ec6876 100644
--- a/src/main/java/samza/examples/cookbook/TumblingPageViewCounterApp.java
+++ b/src/main/java/samza/examples/cookbook/TumblingWindowExample.java
@@ -18,21 +18,29 @@
*/
package samza.examples.cookbook;
+import java.io.Serializable;
import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
import org.apache.samza.operators.KV;
import org.apache.samza.operators.MessageStream;
import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
import org.apache.samza.operators.windows.Windows;
import org.apache.samza.serializers.IntegerSerde;
import org.apache.samza.serializers.JsonSerdeV2;
import org.apache.samza.serializers.KVSerde;
import org.apache.samza.serializers.StringSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
import samza.examples.cookbook.data.PageView;
import samza.examples.cookbook.data.UserPageViews;
import java.time.Duration;
+import java.util.List;
+import java.util.Map;
/**
* In this example, we group a stream of page views by country, and compute the number of page views over a tumbling time
@@ -51,7 +59,7 @@
* </li>
* <li>
* Run the application using the run-app.sh script <br/>
- * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/tumbling-pageview-counter.properties
+ * ./deploy/samza/bin/run-app.sh --config-factory=org.apache.samza.config.factories.PropertiesConfigFactory --config-path=file://$PWD/deploy/samza/config/tumbling-window-example.properties
* </li>
* <li>
* Produce some messages to the "pageview-tumbling-input" topic, waiting for some time between messages <br/>
@@ -70,21 +78,36 @@
* </ol>
*
*/
-public class TumblingPageViewCounterApp implements StreamApplication {
+public class TumblingWindowExample implements StreamApplication, Serializable {
+ private static final String KAFKA_SYSTEM_NAME = "kafka";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
- private static final String INPUT_TOPIC = "pageview-tumbling-input";
- private static final String OUTPUT_TOPIC = "pageview-tumbling-output";
+ private static final String INPUT_STREAM_ID = "pageview-tumbling-input";
+ private static final String OUTPUT_STREAM_ID = "pageview-tumbling-output";
@Override
- public void init(StreamGraph graph, Config config) {
- graph.setDefaultSerde(KVSerde.of(new StringSerde(), new JsonSerdeV2<>(PageView.class)));
+ public void describe(StreamApplicationDescriptor appDescriptor) {
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor(KAFKA_SYSTEM_NAME)
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
- MessageStream<KV<String, PageView>> pageViews = graph.getInputStream(INPUT_TOPIC);
- OutputStream<KV<String, UserPageViews>> outputStream =
- graph.getOutputStream(OUTPUT_TOPIC, KVSerde.of(new StringSerde(), new JsonSerdeV2<>(UserPageViews.class)));
+ KVSerde<String, PageView> pageViewSerde = KVSerde.of(new StringSerde(), new JsonSerdeV2<>(PageView.class));
+ KVSerde<String, UserPageViews> userPageViewSerde = KVSerde.of(new StringSerde(), new JsonSerdeV2<>(UserPageViews.class));
+
+ KafkaInputDescriptor<KV<String, PageView>> pageViewInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor(INPUT_STREAM_ID, pageViewSerde);
+ KafkaOutputDescriptor<KV<String, UserPageViews>> userPageViewOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor(OUTPUT_STREAM_ID, userPageViewSerde);
+
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+ MessageStream<KV<String, PageView>> pageViews = appDescriptor.getInputStream(pageViewInputDescriptor);
+ OutputStream<KV<String, UserPageViews>> outputStream = appDescriptor.getOutputStream(userPageViewOutputDescriptor);
pageViews
- .partitionBy(kv -> kv.value.userId, kv -> kv.value, "userId")
+ .partitionBy(kv -> kv.value.userId, kv -> kv.value, pageViewSerde, "userId")
.window(Windows.keyedTumblingWindow(
kv -> kv.key, Duration.ofSeconds(5), () -> 0, (m, prevCount) -> prevCount + 1,
new StringSerde(), new IntegerSerde()), "count")
diff --git a/src/main/java/samza/examples/cookbook/data/AdClick.java b/src/main/java/samza/examples/cookbook/data/AdClick.java
index 42d45dc..82925c7 100644
--- a/src/main/java/samza/examples/cookbook/data/AdClick.java
+++ b/src/main/java/samza/examples/cookbook/data/AdClick.java
@@ -19,6 +19,8 @@
package samza.examples.cookbook.data;
+import org.codehaus.jackson.annotate.JsonProperty;
+
/**
* An ad click event.
*/
@@ -28,6 +30,15 @@
private String adId; // an unique id for the ad
private String userId; // the user that clicked the ad
+ public AdClick(
+ @JsonProperty("pageId") String pageId,
+ @JsonProperty("adId") String adId,
+ @JsonProperty("userId") String userId) {
+ this.pageId = pageId;
+ this.adId = adId;
+ this.userId = userId;
+ }
+
public String getPageId() {
return pageId;
}
diff --git a/src/main/java/samza/examples/wikipedia/application/WikipediaApplication.java b/src/main/java/samza/examples/wikipedia/application/WikipediaApplication.java
index 032608f..cda10df 100644
--- a/src/main/java/samza/examples/wikipedia/application/WikipediaApplication.java
+++ b/src/main/java/samza/examples/wikipedia/application/WikipediaApplication.java
@@ -20,34 +20,42 @@
package samza.examples.wikipedia.application;
import com.google.common.collect.ImmutableList;
+import java.io.Serializable;
+import java.util.Objects;
import org.apache.samza.application.StreamApplication;
-import org.apache.samza.config.Config;
+import org.apache.samza.application.descriptors.StreamApplicationDescriptor;
+import org.apache.samza.context.Context;
+import org.apache.samza.context.TaskContext;
import org.apache.samza.metrics.Counter;
import org.apache.samza.operators.MessageStream;
import org.apache.samza.operators.OutputStream;
-import org.apache.samza.operators.StreamGraph;
import org.apache.samza.operators.functions.FoldLeftFunction;
import org.apache.samza.operators.windows.WindowPane;
import org.apache.samza.operators.windows.Windows;
import org.apache.samza.serializers.JsonSerdeV2;
-import org.apache.samza.serializers.NoOpSerde;
import org.apache.samza.serializers.Serde;
import org.apache.samza.storage.kv.KeyValueStore;
-import org.apache.samza.task.TaskContext;
+import org.apache.samza.system.OutgoingMessageEnvelope;
+import org.apache.samza.system.SystemStream;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
+
+import com.google.common.collect.ImmutableMap;
import samza.examples.wikipedia.model.WikipediaParser;
import samza.examples.wikipedia.system.WikipediaFeed.WikipediaFeedEvent;
+import samza.examples.wikipedia.system.descriptors.WikipediaInputDescriptor;
+import samza.examples.wikipedia.system.descriptors.WikipediaSystemDescriptor;
import java.io.ByteArrayInputStream;
import java.io.ByteArrayOutputStream;
-import java.io.DataOutput;
-import java.io.DataOutputStream;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
import java.time.Duration;
import java.util.HashMap;
import java.util.HashSet;
+import java.util.List;
import java.util.Map;
import java.util.Set;
@@ -70,50 +78,68 @@
* <li>Send the window output to Kafka</li>
* </ul>
*
- * All of this application logic is defined in the {@link #init(StreamGraph, Config)} method, which
+ * All of this application logic is defined in the {@link #describe(StreamApplicationDescriptor)} method, which
* is invoked by the framework to load the application.
*/
-public class WikipediaApplication implements StreamApplication {
- private static final Logger log = LoggerFactory.getLogger(WikipediaApplication.class);
+public class WikipediaApplication implements StreamApplication, Serializable {
+ private static final Logger LOG = LoggerFactory.getLogger(WikipediaApplication.class);
- // Inputs
- private static final String WIKIPEDIA_STREAM_ID = "en-wikipedia";
- private static final String WIKTIONARY_STREAM_ID = "en-wiktionary";
- private static final String WIKINEWS_STREAM_ID = "en-wikinews";
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
- // Outputs
- private static final String STATS_STREAM_ID = "wikipedia-stats";
-
- // Stores
- private static final String STATS_STORE_NAME = "wikipedia-stats";
-
- // Metrics
- private static final String EDIT_COUNT_KEY = "count-edits-all-time";
+ public static final String WIKIPEDIA_CHANNEL = "#en.wikipedia";
+ public static final String WIKINEWS_CHANNEL = "#en.wikinews";
+ public static final String WIKTIONARY_CHANNEL = "#en.wiktionary";
@Override
- public void init(StreamGraph graph, Config config) {
- // Messages come from WikipediaConsumer so we know that they don't have a key and don't need to be deserialized.
- graph.setDefaultSerde(new NoOpSerde<>());
+ public void describe(StreamApplicationDescriptor appDescriptor) {
- // Inputs
- // Messages come from WikipediaConsumer so we know the type is WikipediaFeedEvent
- MessageStream<WikipediaFeedEvent> wikipediaEvents = graph.getInputStream(WIKIPEDIA_STREAM_ID);
- MessageStream<WikipediaFeedEvent> wiktionaryEvents = graph.getInputStream(WIKTIONARY_STREAM_ID);
- MessageStream<WikipediaFeedEvent> wikiNewsEvents = graph.getInputStream(WIKINEWS_STREAM_ID);
+ Duration windowDuration =
+ appDescriptor.getConfig().containsKey("deploy.test") ? Duration.ofMillis(10) : Duration.ofSeconds(10);
+ // Define a SystemDescriptor for Wikipedia data
+ WikipediaSystemDescriptor wikipediaSystemDescriptor = new WikipediaSystemDescriptor("irc.wikimedia.org", 6667);
- // Output (also un-keyed)
- OutputStream<WikipediaStatsOutput> wikipediaStats =
- graph.getOutputStream(STATS_STREAM_ID, new JsonSerdeV2<>(WikipediaStatsOutput.class));
+ // Define InputDescriptors for consuming wikipedia data
+ WikipediaInputDescriptor wikipediaInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wikipedia")
+ .withChannel(WIKIPEDIA_CHANNEL);
+ WikipediaInputDescriptor wiktionaryInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wiktionary")
+ .withChannel(WIKTIONARY_CHANNEL);
+ WikipediaInputDescriptor wikiNewsInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wikinews")
+ .withChannel(WIKINEWS_CHANNEL);
+
+ // Define a system descriptor for Kafka
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor("kafka")
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ // Define an output descriptor
+ KafkaOutputDescriptor<WikipediaStatsOutput> statsOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor("wikipedia-stats", new JsonSerdeV2<>(WikipediaStatsOutput.class));
+
+
+ // Set the default system descriptor to Kafka, so that it is used for all
+ // internal resources, e.g., kafka topic for checkpointing, coordinator stream.
+ appDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+ MessageStream<WikipediaFeedEvent> wikipediaEvents = appDescriptor.getInputStream(wikipediaInputDescriptor);
+ MessageStream<WikipediaFeedEvent> wiktionaryEvents = appDescriptor.getInputStream(wiktionaryInputDescriptor);
+ MessageStream<WikipediaFeedEvent> wikiNewsEvents = appDescriptor.getInputStream(wikiNewsInputDescriptor);
+ OutputStream<WikipediaStatsOutput> wikipediaStats = appDescriptor.getOutputStream(statsOutputDescriptor);
// Merge inputs
MessageStream<WikipediaFeedEvent> allWikipediaEvents =
MessageStream.mergeAll(ImmutableList.of(wikipediaEvents, wiktionaryEvents, wikiNewsEvents));
+
// Parse, update stats, prepare output, and send
allWikipediaEvents
.map(WikipediaParser::parseEvent)
- .window(Windows.tumblingWindow(Duration.ofSeconds(10), WikipediaStats::new,
- new WikipediaStatsAggregator(), WikipediaStats.serde()), "statsWindow")
+ .window(Windows.tumblingWindow(windowDuration,
+ WikipediaStats::new, new WikipediaStatsAggregator(), WikipediaStats.serde()), "statsWindow")
.map(this::formatOutput)
.sendTo(wikipediaStats);
}
@@ -123,22 +149,24 @@
*
* Uses a KeyValueStore to persist a total edit count across restarts.
*/
- private class WikipediaStatsAggregator implements FoldLeftFunction<Map<String, Object>, WikipediaStats> {
+ private static class WikipediaStatsAggregator implements FoldLeftFunction<Map<String, Object>, WikipediaStats> {
+ private static final String EDIT_COUNT_KEY = "count-edits-all-time";
- private KeyValueStore<String, Integer> store;
+ private transient KeyValueStore<String, Integer> store;
// Example metric. Running counter of the number of repeat edits of the same title within a single window.
- private Counter repeatEdits;
+ private transient Counter repeatEdits;
/**
* {@inheritDoc}
- * Override {@link org.apache.samza.operators.functions.InitableFunction#init(Config, TaskContext)} to
+ * Override {@link org.apache.samza.operators.functions.InitableFunction#init(Context)} to
* get a KeyValueStore for persistence and the MetricsRegistry for metrics.
*/
@Override
- public void init(Config config, TaskContext context) {
- store = (KeyValueStore<String, Integer>) context.getStore(STATS_STORE_NAME);
- repeatEdits = context.getMetricsRegistry().newCounter("edit-counters", "repeat-edits");
+ public void init(Context context) {
+ TaskContext taskContext = context.getTaskContext();
+ store = (KeyValueStore<String, Integer>) taskContext.getStore("wikipedia-stats");
+ repeatEdits = taskContext.getTaskMetricsRegistry().newCounter("edit-counters", "repeat-edits");
}
@Override
@@ -146,7 +174,9 @@
// Update persisted total
Integer editsAllTime = store.get(EDIT_COUNT_KEY);
- if (editsAllTime == null) editsAllTime = 0;
+ if (editsAllTime == null) {
+ editsAllTime = 0;
+ }
editsAllTime++;
store.put(EDIT_COUNT_KEY, editsAllTime);
@@ -165,7 +195,7 @@
if (!newTitle) {
repeatEdits.inc();
- log.info("Frequent edits for title: {}", edit.get("title"));
+ LOG.info("Frequent edits for title: {}", edit.get("title"));
}
return stats;
}
@@ -176,8 +206,7 @@
*/
private WikipediaStatsOutput formatOutput(WindowPane<Void, WikipediaStats> statsWindowPane) {
WikipediaStats stats = statsWindowPane.getMessage();
- return new WikipediaStatsOutput(
- stats.edits, stats.totalEdits, stats.byteDiff, stats.titles.size(), stats.counts);
+ return new WikipediaStatsOutput(stats.edits, stats.totalEdits, stats.byteDiff, stats.titles.size(), stats.counts);
}
/**
@@ -251,6 +280,26 @@
this.uniqueTitles = uniqueTitles;
this.counts = counts;
}
+
+ @Override
+ public boolean equals(Object o) {
+ if (this == o) {
+ return true;
+ }
+ if (o == null || getClass() != o.getClass()) {
+ return false;
+ }
+ WikipediaStatsOutput that = (WikipediaStatsOutput) o;
+ return edits == that.edits && editsAllTime == that.editsAllTime && bytesAdded == that.bytesAdded
+ && uniqueTitles == that.uniqueTitles && Objects.equals(counts, that.counts);
+ }
+
+ @Override
+ public String toString() {
+ return "WikipediaStatsOutput{" + "edits=" + edits + ", editsAllTime=" + editsAllTime + ", bytesAdded="
+ + bytesAdded + ", uniqueTitles=" + uniqueTitles + ", counts=" + counts + '}';
+ }
+
}
}
diff --git a/src/main/java/samza/examples/wikipedia/application/WikipediaZkLocalApplication.java b/src/main/java/samza/examples/wikipedia/application/WikipediaZkLocalApplication.java
index 51dd28f..e3982b1 100644
--- a/src/main/java/samza/examples/wikipedia/application/WikipediaZkLocalApplication.java
+++ b/src/main/java/samza/examples/wikipedia/application/WikipediaZkLocalApplication.java
@@ -23,7 +23,6 @@
import org.apache.samza.config.Config;
import org.apache.samza.runtime.LocalApplicationRunner;
import org.apache.samza.util.CommandLine;
-import org.apache.samza.util.Util;
/**
@@ -45,10 +44,9 @@
OptionSet options = cmdLine.parser().parse(args);
Config config = cmdLine.loadConfig(options);
- LocalApplicationRunner runner = new LocalApplicationRunner(config);
WikipediaApplication app = new WikipediaApplication();
-
- runner.run(app);
+ LocalApplicationRunner runner = new LocalApplicationRunner(app, config);
+ runner.run();
runner.waitForFinish();
}
}
diff --git a/src/main/java/samza/examples/wikipedia/model/WikipediaParser.java b/src/main/java/samza/examples/wikipedia/model/WikipediaParser.java
index 9347962..398c54c 100644
--- a/src/main/java/samza/examples/wikipedia/model/WikipediaParser.java
+++ b/src/main/java/samza/examples/wikipedia/model/WikipediaParser.java
@@ -38,6 +38,7 @@
} catch (Exception e) {
System.err.println("Unable to parse line: " + wikipediaFeedEvent);
}
+
return parsedJsonObject;
}
diff --git a/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaInputDescriptor.java b/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaInputDescriptor.java
new file mode 100644
index 0000000..29c7b92
--- /dev/null
+++ b/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaInputDescriptor.java
@@ -0,0 +1,42 @@
+/*
+ * 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.
+ */
+
+package samza.examples.wikipedia.system.descriptors;
+
+import org.apache.samza.serializers.NoOpSerde;
+import org.apache.samza.serializers.Serde;
+import org.apache.samza.system.descriptors.InputDescriptor;
+import org.apache.samza.system.descriptors.SystemDescriptor;
+
+import samza.examples.wikipedia.system.WikipediaFeed;
+
+
+public class WikipediaInputDescriptor extends InputDescriptor<WikipediaFeed.WikipediaFeedEvent, WikipediaInputDescriptor> {
+ // Messages come from WikipediaConsumer so we know that they don't have a key and don't need to be deserialized.
+ private static final Serde SERDE = new NoOpSerde();
+
+ WikipediaInputDescriptor(String streamId, SystemDescriptor systemDescriptor) {
+ super(streamId, SERDE, systemDescriptor, null);
+ }
+
+ public WikipediaInputDescriptor withChannel(String channel) {
+ withPhysicalName(channel);
+ return this;
+ }
+}
diff --git a/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaSystemDescriptor.java b/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaSystemDescriptor.java
new file mode 100644
index 0000000..9f516fd
--- /dev/null
+++ b/src/main/java/samza/examples/wikipedia/system/descriptors/WikipediaSystemDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * 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.
+ */
+
+package samza.examples.wikipedia.system.descriptors;
+
+import samza.examples.wikipedia.system.WikipediaSystemFactory;
+
+import java.util.Map;
+import org.apache.samza.system.descriptors.SystemDescriptor;
+
+public class WikipediaSystemDescriptor extends SystemDescriptor<WikipediaSystemDescriptor> {
+ private static final String SYSTEM_NAME = "wikipedia";
+ private static final String FACTORY_CLASS_NAME = WikipediaSystemFactory.class.getName();
+ private static final String HOST_KEY = "systems.%s.host";
+ private static final String PORT_KEY = "systems.%s.port";
+
+ private final String host;
+ private final int port;
+
+ public WikipediaSystemDescriptor(String host, int port) {
+ super(SYSTEM_NAME, FACTORY_CLASS_NAME, null, null);
+ this.host = host;
+ this.port = port;
+ }
+
+ public WikipediaInputDescriptor getInputDescriptor(String streamId) {
+ return new WikipediaInputDescriptor(streamId, this);
+ }
+
+ @Override
+ public Map<String, String> toConfig() {
+ Map<String, String> configs = super.toConfig();
+ configs.put(String.format(HOST_KEY, getSystemName()), host);
+ configs.put(String.format(PORT_KEY, getSystemName()), Integer.toString(port));
+ return configs;
+ }
+}
diff --git a/src/main/java/samza/examples/wikipedia/task/WikipediaStatsStreamTask.java b/src/main/java/samza/examples/wikipedia/task/WikipediaStatsStreamTask.java
index abe760a..897f9f1 100644
--- a/src/main/java/samza/examples/wikipedia/task/WikipediaStatsStreamTask.java
+++ b/src/main/java/samza/examples/wikipedia/task/WikipediaStatsStreamTask.java
@@ -23,7 +23,8 @@
import java.util.HashSet;
import java.util.Map;
import java.util.Set;
-import org.apache.samza.config.Config;
+import org.apache.samza.context.Context;
+import org.apache.samza.context.TaskContext;
import org.apache.samza.metrics.Counter;
import org.apache.samza.storage.kv.KeyValueStore;
import org.apache.samza.system.IncomingMessageEnvelope;
@@ -32,7 +33,6 @@
import org.apache.samza.task.InitableTask;
import org.apache.samza.task.MessageCollector;
import org.apache.samza.task.StreamTask;
-import org.apache.samza.task.TaskContext;
import org.apache.samza.task.TaskCoordinator;
import org.apache.samza.task.WindowableTask;
@@ -48,9 +48,10 @@
// Example metric. Running counter of the number of repeat edits of the same title within a single window.
private Counter repeatEdits;
- public void init(Config config, TaskContext context) {
- this.store = (KeyValueStore<String, Integer>) context.getStore("wikipedia-stats");
- this.repeatEdits = context.getMetricsRegistry().newCounter("edit-counters", "repeat-edits");
+ public void init(Context context) {
+ TaskContext taskContext = context.getTaskContext();
+ this.store = (KeyValueStore<String, Integer>) taskContext.getStore("wikipedia-stats");
+ this.repeatEdits = taskContext.getTaskMetricsRegistry().newCounter("edit-counters", "repeat-edits");
}
@SuppressWarnings("unchecked")
diff --git a/src/main/java/samza/examples/wikipedia/task/application/WikipediaFeedTaskApplication.java b/src/main/java/samza/examples/wikipedia/task/application/WikipediaFeedTaskApplication.java
new file mode 100644
index 0000000..12d29b0
--- /dev/null
+++ b/src/main/java/samza/examples/wikipedia/task/application/WikipediaFeedTaskApplication.java
@@ -0,0 +1,87 @@
+/*
+ * 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.
+ */
+package samza.examples.wikipedia.task.application;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.samza.application.TaskApplication;
+import org.apache.samza.application.descriptors.TaskApplicationDescriptor;
+import org.apache.samza.serializers.JsonSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+import org.apache.samza.task.StreamTaskFactory;
+import samza.examples.wikipedia.system.descriptors.WikipediaInputDescriptor;
+import samza.examples.wikipedia.system.descriptors.WikipediaSystemDescriptor;
+import samza.examples.wikipedia.task.WikipediaFeedStreamTask;
+
+
+/**
+ * This TaskApplication is responsible for consuming data from wikipedia, wiktionary, and wikinews data sources, and
+ * merging them into a single Kafka topic called wikipedia-raw.
+ *
+ *
+ */
+public class WikipediaFeedTaskApplication implements TaskApplication {
+
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ @Override
+ public void describe(TaskApplicationDescriptor taskApplicationDescriptor) {
+
+ // Define a SystemDescriptor for Wikipedia data
+ WikipediaSystemDescriptor wikipediaSystemDescriptor = new WikipediaSystemDescriptor("irc.wikimedia.org", 6667);
+
+ // Define InputDescriptors for consuming wikipedia data
+ WikipediaInputDescriptor wikipediaInputDescriptor =
+ wikipediaSystemDescriptor.getInputDescriptor("en-wikipedia").withChannel("#en.wikipedia");
+ WikipediaInputDescriptor wiktionaryInputDescriptor =
+ wikipediaSystemDescriptor.getInputDescriptor("en-wiktionary").withChannel("#en.wiktionary");
+ WikipediaInputDescriptor wikiNewsInputDescriptor =
+ wikipediaSystemDescriptor.getInputDescriptor("en-wikinews").withChannel("#en.wikinews");
+
+ // Define a system descriptor for Kafka, which is our output system
+ KafkaSystemDescriptor kafkaSystemDescriptor =
+ new KafkaSystemDescriptor("kafka").withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ // Define an output descriptor
+ KafkaOutputDescriptor kafkaOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor("wikipedia-raw", new JsonSerde<>());
+
+ // Set the default system descriptor to Kafka, so that it is used for all
+ // internal resources, e.g., kafka topic for checkpointing, coordinator stream.
+ taskApplicationDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ // Set the inputs
+ taskApplicationDescriptor.withInputStream(wikipediaInputDescriptor);
+ taskApplicationDescriptor.withInputStream(wiktionaryInputDescriptor);
+ taskApplicationDescriptor.withInputStream(wikiNewsInputDescriptor);
+
+ // Set the output
+ taskApplicationDescriptor.withOutputStream(kafkaOutputDescriptor);
+
+ // Set the task factory
+ taskApplicationDescriptor.withTaskFactory((StreamTaskFactory) () -> new WikipediaFeedStreamTask());
+ }
+}
diff --git a/src/main/java/samza/examples/wikipedia/task/application/WikipediaParserTaskApplication.java b/src/main/java/samza/examples/wikipedia/task/application/WikipediaParserTaskApplication.java
new file mode 100644
index 0000000..5b6275b
--- /dev/null
+++ b/src/main/java/samza/examples/wikipedia/task/application/WikipediaParserTaskApplication.java
@@ -0,0 +1,72 @@
+/*
+ * 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.
+ */
+package samza.examples.wikipedia.task.application;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.samza.application.TaskApplication;
+import org.apache.samza.application.descriptors.TaskApplicationDescriptor;
+import org.apache.samza.serializers.JsonSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+import org.apache.samza.task.StreamTaskFactory;
+import samza.examples.wikipedia.task.WikipediaParserStreamTask;
+
+
+public class WikipediaParserTaskApplication implements TaskApplication {
+
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ @Override
+ public void describe(TaskApplicationDescriptor taskApplicationDescriptor) {
+
+ // Define a system descriptor for Kafka, which is both our input and output system
+ KafkaSystemDescriptor kafkaSystemDescriptor =
+ new KafkaSystemDescriptor("kafka").withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ // Input descriptor for the wikipedia-raw topic
+ KafkaInputDescriptor kafkaInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor("wikipedia-raw", new JsonSerde<>());
+
+ // Output descriptor for the wikipedia-edits topic
+ KafkaOutputDescriptor kafkaOutputDescriptor =
+ kafkaSystemDescriptor.getOutputDescriptor("wikipedia-edits", new JsonSerde<>());
+
+ // Set the default system descriptor to Kafka, so that it is used for all
+ // internal resources, e.g., kafka topic for checkpointing, coordinator stream.
+ taskApplicationDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ // Set the input
+ taskApplicationDescriptor.withInputStream(kafkaInputDescriptor);
+
+ // Set the output
+ taskApplicationDescriptor.withOutputStream(kafkaOutputDescriptor);
+
+ // Set the task factory
+ taskApplicationDescriptor.withTaskFactory((StreamTaskFactory) () -> new WikipediaParserStreamTask());
+ }
+}
+
diff --git a/src/main/java/samza/examples/wikipedia/task/application/WikipediaStatsTaskApplication.java b/src/main/java/samza/examples/wikipedia/task/application/WikipediaStatsTaskApplication.java
new file mode 100644
index 0000000..68ecf4a
--- /dev/null
+++ b/src/main/java/samza/examples/wikipedia/task/application/WikipediaStatsTaskApplication.java
@@ -0,0 +1,68 @@
+/*
+ * 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.
+ */
+package samza.examples.wikipedia.task.application;
+
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.ImmutableMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.samza.application.TaskApplication;
+import org.apache.samza.application.descriptors.TaskApplicationDescriptor;
+import org.apache.samza.serializers.JsonSerde;
+import org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor;
+import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
+import org.apache.samza.task.StreamTaskFactory;
+import samza.examples.wikipedia.task.WikipediaStatsStreamTask;
+
+
+public class WikipediaStatsTaskApplication implements TaskApplication {
+
+ private static final List<String> KAFKA_CONSUMER_ZK_CONNECT = ImmutableList.of("localhost:2181");
+ private static final List<String> KAFKA_PRODUCER_BOOTSTRAP_SERVERS = ImmutableList.of("localhost:9092");
+ private static final Map<String, String> KAFKA_DEFAULT_STREAM_CONFIGS = ImmutableMap.of("replication.factor", "1");
+
+ @Override
+ public void describe(TaskApplicationDescriptor taskApplicationDescriptor) {
+
+ // Define a system descriptor for Kafka
+ KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor("kafka")
+ .withConsumerZkConnect(KAFKA_CONSUMER_ZK_CONNECT)
+ .withProducerBootstrapServers(KAFKA_PRODUCER_BOOTSTRAP_SERVERS)
+ .withDefaultStreamConfigs(KAFKA_DEFAULT_STREAM_CONFIGS);
+
+ // Input descriptor for the wikipedia-edits topic
+ KafkaInputDescriptor kafkaInputDescriptor =
+ kafkaSystemDescriptor.getInputDescriptor("wikipedia-edits", new JsonSerde<>());
+
+ // Set the default system descriptor to Kafka, so that it is used for all
+ // internal resources, e.g., kafka topic for checkpointing, coordinator stream.
+ taskApplicationDescriptor.withDefaultSystem(kafkaSystemDescriptor);
+
+ // Set the input
+ taskApplicationDescriptor.withInputStream(kafkaInputDescriptor);
+
+ // Set the output
+ taskApplicationDescriptor.withOutputStream(
+ kafkaSystemDescriptor.getOutputDescriptor("wikipedia-stats", new JsonSerde<>()));
+
+ // Set the task factory
+ taskApplicationDescriptor.withTaskFactory((StreamTaskFactory) () -> new WikipediaStatsStreamTask());
+ }
+}
+
diff --git a/src/test/java/samza/examples/cookbook/test/TestSamzaCookBookExamples.java b/src/test/java/samza/examples/cookbook/test/TestSamzaCookBookExamples.java
new file mode 100644
index 0000000..1e4b39a
--- /dev/null
+++ b/src/test/java/samza/examples/cookbook/test/TestSamzaCookBookExamples.java
@@ -0,0 +1,179 @@
+/*
+ * 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.
+ */
+package samza.examples.cookbook.test;
+
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.List;
+import org.apache.samza.operators.KV;
+import org.apache.samza.serializers.NoOpSerde;
+import org.apache.samza.test.framework.StreamAssert;
+import org.apache.samza.test.framework.TestRunner;
+import org.apache.samza.test.framework.system.descriptors.InMemoryInputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemoryOutputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemorySystemDescriptor;
+import org.junit.Assert;
+import org.junit.Test;
+import samza.examples.cookbook.FilterExample;
+import samza.examples.cookbook.JoinExample;
+import samza.examples.cookbook.SessionWindowExample;
+import samza.examples.cookbook.StreamTableJoinExample;
+import samza.examples.cookbook.TumblingWindowExample;
+import samza.examples.cookbook.data.AdClick;
+import samza.examples.cookbook.data.PageView;
+import samza.examples.cookbook.data.Profile;
+import samza.examples.cookbook.data.UserPageViews;
+import samza.examples.test.utils.TestUtils;
+
+import static samza.examples.cookbook.StreamTableJoinExample.EnrichedPageView;
+
+
+public class TestSamzaCookBookExamples {
+ @Test
+ public void testFilterExample() {
+ List<PageView> rawPageViewEvents = new ArrayList<>();
+ rawPageViewEvents.add(new PageView("google.com", "user1", "india"));
+ rawPageViewEvents.add(new PageView("facebook.com", "invalidUserId", "france"));
+ rawPageViewEvents.add(new PageView("yahoo.com", "user2", "china"));
+
+ InMemorySystemDescriptor inMemorySystem = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor<PageView> badPageViewEvents =
+ inMemorySystem.getInputDescriptor("pageview-filter-input", new NoOpSerde<PageView>());
+
+ InMemoryOutputDescriptor<PageView> goodPageViewEvents =
+ inMemorySystem.getOutputDescriptor("pageview-filter-output", new NoOpSerde<PageView>());
+
+ TestRunner
+ .of(new FilterExample())
+ .addInputStream(badPageViewEvents, rawPageViewEvents)
+ .addOutputStream(goodPageViewEvents, 1)
+ .run(Duration.ofMillis(1500));
+
+ Assert.assertEquals(TestRunner.consumeStream(goodPageViewEvents, Duration.ofMillis(1000)).get(0).size(), 2);
+ }
+
+ @Test
+ public void testJoinExample() {
+ List<PageView> pageViewEvents = new ArrayList<>();
+ pageViewEvents.add(new PageView("google.com", "user1", "india"));
+ pageViewEvents.add(new PageView("yahoo.com", "user2", "china"));
+ List<AdClick> adClickEvents = new ArrayList<>();
+ adClickEvents.add(new AdClick("google.com", "adClickId1", "user1"));
+ adClickEvents.add(new AdClick("yahoo.com", "adClickId2", "user1"));
+
+ InMemorySystemDescriptor inMemorySystem = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor<PageView> pageViews =
+ inMemorySystem.getInputDescriptor("pageview-join-input", new NoOpSerde<PageView>());
+
+ InMemoryInputDescriptor<AdClick> adClicks =
+ inMemorySystem.getInputDescriptor("adclick-join-input", new NoOpSerde<AdClick>());
+
+ InMemoryOutputDescriptor pageViewAdClickJoin =
+ inMemorySystem.getOutputDescriptor("pageview-adclick-join-output", new NoOpSerde<>());
+
+ TestRunner
+ .of(new JoinExample())
+ .addInputStream(pageViews, pageViewEvents)
+ .addInputStream(adClicks, adClickEvents)
+ .addOutputStream(pageViewAdClickJoin, 1)
+ .run(Duration.ofMillis(1500));
+
+ Assert.assertEquals(TestRunner.consumeStream(pageViewAdClickJoin, Duration.ofMillis(1000)).get(0).size(), 2);
+ }
+
+ @Test
+ public void testTumblingWindowExample() {
+ List<PageView> pageViewEvents = TestUtils.genSamplePageViewData();
+
+ InMemorySystemDescriptor inMemorySystem = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor<KV<String, PageView>> pageViewInputDescriptor =
+ inMemorySystem.getInputDescriptor("pageview-tumbling-input", new NoOpSerde<KV<String, PageView>>());
+
+ InMemoryOutputDescriptor<KV<String, UserPageViews>> userPageViewOutputDescriptor =
+ inMemorySystem.getOutputDescriptor("pageview-tumbling-output", new NoOpSerde<KV<String, UserPageViews>>());
+
+ TestRunner
+ .of(new TumblingWindowExample())
+ .addInputStream(pageViewInputDescriptor, pageViewEvents)
+ .addOutputStream(userPageViewOutputDescriptor, 1)
+ .run(Duration.ofMinutes(1));
+
+ Assert.assertTrue(TestRunner.consumeStream(userPageViewOutputDescriptor, Duration.ofMillis(1000)).get(0).size() > 1);
+ }
+
+ @Test
+ public void testSessionWindowExample() {
+ List<PageView> pageViewEvents = TestUtils.genSamplePageViewData();
+
+ InMemorySystemDescriptor inMemorySystem = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor<KV<String, PageView>> pageViewInputDescriptor =
+ inMemorySystem.getInputDescriptor("pageview-session-input", new NoOpSerde<KV<String, PageView>>());
+
+ InMemoryOutputDescriptor<KV<String, UserPageViews>> userPageViewOutputDescriptor =
+ inMemorySystem.getOutputDescriptor("pageview-session-output", new NoOpSerde<KV<String, UserPageViews>>());
+
+ TestRunner
+ .of(new SessionWindowExample())
+ .addInputStream(pageViewInputDescriptor, pageViewEvents)
+ .addOutputStream(userPageViewOutputDescriptor, 1)
+ .run(Duration.ofMinutes(1));
+
+ Assert.assertEquals(2, TestRunner.consumeStream(userPageViewOutputDescriptor, Duration.ofMillis(1000)).get(0).size());
+ }
+
+ @Test
+ public void testStreamTableJoinExample() throws InterruptedException{
+ List<PageView> pageViewEvents = new ArrayList<>();
+ pageViewEvents.add(new PageView("google.com", "user1", "india"));
+ pageViewEvents.add(new PageView("yahoo.com", "user2", "china"));
+ List<Profile> profiles = new ArrayList<>();
+ profiles.add(new Profile("user1", "LNKD"));
+ profiles.add(new Profile("user2", "MSFT"));
+
+ InMemorySystemDescriptor inMemorySystem = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor<PageView> pageViews =
+ inMemorySystem.getInputDescriptor("pageview-join-input", new NoOpSerde<PageView>());
+
+ InMemoryInputDescriptor<Profile> profileViews =
+ inMemorySystem.getInputDescriptor("profile-table-input", new NoOpSerde<Profile>());
+
+ InMemoryOutputDescriptor<EnrichedPageView> joinResultOutputDescriptor =
+ inMemorySystem.getOutputDescriptor("enriched-pageview-join-output", new NoOpSerde<EnrichedPageView>());
+
+ TestRunner
+ .of(new StreamTableJoinExample())
+ .addInputStream(pageViews, pageViewEvents)
+ .addInputStream(profileViews, profiles)
+ .addOutputStream(joinResultOutputDescriptor, 1)
+ .run(Duration.ofMillis(1500));
+
+ List<EnrichedPageView> expectedOutput = new ArrayList<>();
+ expectedOutput.add(new EnrichedPageView("user1", "LNKD", "google.com"));
+ expectedOutput.add(new EnrichedPageView("user2", "MSFT", "yahoo.com"));
+
+ StreamAssert.containsInAnyOrder(expectedOutput, joinResultOutputDescriptor, Duration.ofMillis(200));
+
+ }
+
+}
diff --git a/src/test/java/samza/examples/test/utils/TestUtils.java b/src/test/java/samza/examples/test/utils/TestUtils.java
new file mode 100644
index 0000000..d5e957e
--- /dev/null
+++ b/src/test/java/samza/examples/test/utils/TestUtils.java
@@ -0,0 +1,93 @@
+/*
+ * 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.
+ */
+
+package samza.examples.test.utils;
+
+import com.google.common.io.Resources;
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.stream.Collectors;
+import org.codehaus.jackson.map.ObjectMapper;
+import samza.examples.cookbook.data.PageView;
+import samza.examples.wikipedia.application.WikipediaApplication;
+
+import static samza.examples.wikipedia.system.WikipediaFeed.WikipediaFeedEvent;
+
+
+public class TestUtils {
+
+ public static List<WikipediaFeedEvent> genWikipediaFeedEvents(String channel) {
+ List<String> wikiEvents = null;
+ switch (channel) {
+ case WikipediaApplication.WIKIPEDIA_CHANNEL:
+ wikiEvents = readFile("WikipediaEditEvents.txt");
+ break;
+
+ case WikipediaApplication.WIKINEWS_CHANNEL:
+ wikiEvents = readFile("WikinewsEditEvents.txt");
+ break;
+
+ case WikipediaApplication.WIKTIONARY_CHANNEL:
+ wikiEvents = readFile("WikitionaryEditEvents.txt");
+ break;
+ }
+ ObjectMapper mapper = new ObjectMapper();
+ return wikiEvents.stream().map(event -> {
+ try {
+ return new WikipediaFeedEvent(mapper.readValue(event, HashMap.class));
+ } catch (Exception e) {
+ e.printStackTrace();
+ }
+ return null;
+ }).filter(x -> x != null).collect(Collectors.toList());
+ }
+
+ public static List<PageView> genSamplePageViewData() {
+ List<PageView> pageViewEvents = new ArrayList<>();
+ pageViewEvents.add(new PageView("google.com/home", "user1", "india"));
+ pageViewEvents.add(new PageView("google.com/search", "user1", "india"));
+ pageViewEvents.add(new PageView("yahoo.com/home", "user2", "china"));
+ pageViewEvents.add(new PageView("yahoo.com/search", "user2", "china"));
+ pageViewEvents.add(new PageView("google.com/news", "user1", "india"));
+ pageViewEvents.add(new PageView("yahoo.com/fashion", "user2", "china"));
+ return pageViewEvents;
+ }
+
+ private static List<String> readFile(String path) {
+ try {
+ InputStream in = Resources.getResource(path).openStream();
+ List<String> lines = new ArrayList<>();
+ String line = null;
+ BufferedReader reader = new BufferedReader(new InputStreamReader(in));
+ while ((line = reader.readLine()) != null) {
+ lines.add(line);
+ }
+ reader.close();
+ return lines;
+ } catch (IOException e) {
+ e.printStackTrace();
+ return null;
+ }
+ }
+}
diff --git a/src/test/java/samza/examples/wikipedia/application/test/TestWikipediaApplication.java b/src/test/java/samza/examples/wikipedia/application/test/TestWikipediaApplication.java
new file mode 100644
index 0000000..dc1b5bd
--- /dev/null
+++ b/src/test/java/samza/examples/wikipedia/application/test/TestWikipediaApplication.java
@@ -0,0 +1,82 @@
+/*
+ * 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.
+ */
+
+package samza.examples.wikipedia.application.test;
+
+import java.time.Duration;
+import java.util.HashMap;
+import java.util.Map;
+import org.apache.samza.serializers.NoOpSerde;
+import org.apache.samza.test.framework.TestRunner;
+import org.apache.samza.test.framework.system.descriptors.InMemoryInputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemoryOutputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemorySystemDescriptor;
+import org.junit.Assert;
+import org.junit.Test;
+import samza.examples.wikipedia.application.WikipediaApplication;
+import samza.examples.test.utils.TestUtils;
+
+
+public class TestWikipediaApplication {
+
+ @Test
+ public void testWikipediaApplication() throws Exception {
+
+ InMemorySystemDescriptor wikipediaSystemDescriptor = new InMemorySystemDescriptor("wikipedia");
+
+ // These config must be removed once examples are refactored to use Table-API
+ Map<String, String> conf = new HashMap<>();
+ conf.put("stores.wikipedia-stats.factory", "org.apache.samza.storage.kv.RocksDbKeyValueStorageEngineFactory");
+ conf.put("stores.wikipedia-stats.key.serde", "string");
+ conf.put("stores.wikipedia-stats.msg.serde", "integer");
+ conf.put("serializers.registry.string.class", "org.apache.samza.serializers.StringSerdeFactory");
+ conf.put("serializers.registry.integer.class", "org.apache.samza.serializers.IntegerSerdeFactory");
+
+ InMemoryInputDescriptor wikipediaInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wikipedia", new NoOpSerde<>())
+ .withPhysicalName(WikipediaApplication.WIKIPEDIA_CHANNEL);
+
+ InMemoryInputDescriptor wiktionaryInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wiktionary", new NoOpSerde<>())
+ .withPhysicalName(WikipediaApplication.WIKTIONARY_CHANNEL);
+
+ InMemoryInputDescriptor wikiNewsInputDescriptor = wikipediaSystemDescriptor
+ .getInputDescriptor("en-wikinews", new NoOpSerde<>())
+ .withPhysicalName(WikipediaApplication.WIKINEWS_CHANNEL);
+
+ InMemorySystemDescriptor kafkaSystemDescriptor = new InMemorySystemDescriptor("kafka");
+
+ InMemoryOutputDescriptor outputStreamDesc = kafkaSystemDescriptor
+ .getOutputDescriptor("wikipedia-stats", new NoOpSerde<>());
+
+
+ TestRunner
+ .of(new WikipediaApplication())
+ .addInputStream(wikipediaInputDescriptor, TestUtils.genWikipediaFeedEvents(WikipediaApplication.WIKIPEDIA_CHANNEL))
+ .addInputStream(wiktionaryInputDescriptor, TestUtils.genWikipediaFeedEvents(WikipediaApplication.WIKTIONARY_CHANNEL))
+ .addInputStream(wikiNewsInputDescriptor, TestUtils.genWikipediaFeedEvents(WikipediaApplication.WIKINEWS_CHANNEL))
+ .addOutputStream(outputStreamDesc, 1)
+ .addConfig(conf)
+ .addConfig("deploy.test", "true")
+ .run(Duration.ofMinutes(1));
+
+ Assert.assertTrue(TestRunner.consumeStream(outputStreamDesc, Duration.ofMillis(100)).get(0).size() > 0);
+ }
+
+}
diff --git a/src/test/java/samza/examples/wikipedia/task/test/TestWikipediaTask.java b/src/test/java/samza/examples/wikipedia/task/test/TestWikipediaTask.java
new file mode 100644
index 0000000..0fc992a
--- /dev/null
+++ b/src/test/java/samza/examples/wikipedia/task/test/TestWikipediaTask.java
@@ -0,0 +1,70 @@
+/*
+ * 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.
+ */
+
+package samza.examples.wikipedia.task.test;
+
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import org.apache.samza.serializers.NoOpSerde;
+import org.apache.samza.test.framework.TestRunner;
+import org.apache.samza.test.framework.system.descriptors.InMemoryInputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemoryOutputDescriptor;
+import org.apache.samza.test.framework.system.descriptors.InMemorySystemDescriptor;
+import org.codehaus.jackson.map.ObjectMapper;
+import org.junit.Assert;
+import org.junit.Test;
+import samza.examples.wikipedia.system.WikipediaFeed.WikipediaFeedEvent;
+import samza.examples.wikipedia.task.application.WikipediaParserTaskApplication;
+
+public class TestWikipediaTask {
+
+ @Test
+ public void testWikipediaFeedTask() throws Exception {
+ String[] wikipediaFeedSamples = new String[] { "{\"channel\":\"#en.wikipedia\",\"raw\":\"[[Fear Is the Key (song)]] https://en.wikipedia.org/w/index.php?diff=865574761&oldid=861177329 * Sam Sailor * (+46) Redirecting to [[Fear of the Dark (Iron Maiden album)]] ([[User:Sam Sailor/Scripts/Sagittarius+|♐]])\",\"time\":1540408899419,\"source\":\"rc-pmtpa\"}" };
+
+ InMemorySystemDescriptor isd = new InMemorySystemDescriptor("kafka");
+
+ InMemoryInputDescriptor rawWikiEvents = isd
+ .getInputDescriptor("wikipedia-raw", new NoOpSerde<>());
+
+ InMemoryOutputDescriptor<WikipediaFeedEvent> outputStreamDesc = isd
+ .getOutputDescriptor("wikipedia-edits", new NoOpSerde<>());
+
+ TestRunner
+ .of(new WikipediaParserTaskApplication())
+ .addInputStream(rawWikiEvents, parseJSONToMap(wikipediaFeedSamples))
+ .addOutputStream(outputStreamDesc, 1)
+ .run(Duration.ofSeconds(2));
+
+ Assert.assertEquals(1
+ , TestRunner.consumeStream(outputStreamDesc, Duration.ofSeconds(1)).get(0).size());
+ }
+
+ public static List<Map<String, Object>> parseJSONToMap(String[] lines) throws Exception{
+ List<Map<String, Object>> wikiRawEvents = new ArrayList<>();
+ ObjectMapper mapper = new ObjectMapper();
+ for (String line : lines) {
+ wikiRawEvents.add(mapper.readValue(line, HashMap.class));
+ }
+ return wikiRawEvents;
+ }
+}
diff --git a/src/test/resources/WikinewsEditEvents.txt b/src/test/resources/WikinewsEditEvents.txt
new file mode 100644
index 0000000..2b192c3
--- /dev/null
+++ b/src/test/resources/WikinewsEditEvents.txt
@@ -0,0 +1,104 @@
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[List of countries by GNI (PPP) per capita]] https://en.wikinews.org/w/index.php?diff=865574785&oldid=865574706 * .24.196.115 * (+0) Undid revision 865491517 by [[Special:Contributions/Ducky mono is a beast killer|Ducky mono is a beast killer]] ([[User talk:Ducky mono is a beast killer|talk]])","time":1540408908317,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Template:This Is Us]] !N https://en.wikinews.org/w/index.php?oldid=865574786&rcid=1098924965 * TheDoctorWho * (+497) Create","time":1540408910456,"source":"rc-pmtpa"}
+{"channel":"#en.wikinews","raw":"[[Downtown Houston]] https://en.wikinews.org/w/index.php?diff=865574783&oldid=865574723 * Doncram * (+78) /* See also */ [[National Register of Historic Places listings in downtown Houston, Texas]]","time":1540408907436,"source":"rc-pmtpa"}
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diff --git a/src/test/resources/WikipediaEditEvents.txt b/src/test/resources/WikipediaEditEvents.txt
new file mode 100644
index 0000000..aad3fbc
--- /dev/null
+++ b/src/test/resources/WikipediaEditEvents.txt
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diff --git a/src/test/resources/WikitionaryEditEvents.txt b/src/test/resources/WikitionaryEditEvents.txt
new file mode 100644
index 0000000..59d0640
--- /dev/null
+++ b/src/test/resources/WikitionaryEditEvents.txt
@@ -0,0 +1,9 @@
+{summary=/* Translations */, diff-url=https://en.wiktionary.org/w/index.php?diff=50611320&oldid=50602198&rcid=61308224, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009729196, title=redundancy, user=L-native, diff-bytes=-222}
+{summary=/* Related terms */ corrected typos, diff-url=https://en.wiktionary.org/w/index.php?diff=50611319&oldid=45143413&rcid=61308223, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009726357, title=treze, user=.123.192.97, diff-bytes=1}
+{summary=, diff-url=https://en.wiktionary.org/w/index.php?diff=50611326&oldid=50599435&rcid=61308247, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009812126, title=sol, user=HansRompel, diff-bytes=146}
+{summary=/* Translations */, diff-url=https://en.wiktionary.org/w/index.php?diff=50611320&oldid=50602198&rcid=61308224, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009729196, title=redundancy, user=L-native, diff-bytes=-222}
+{summary=/* Related terms */ corrected typos, diff-url=https://en.wiktionary.org/w/index.php?diff=50611319&oldid=45143413&rcid=61308223, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009726357, title=treze, user=.123.192.97, diff-bytes=1}
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+{summary=/* Related terms */ corrected typos, diff-url=https://en.wiktionary.org/w/index.php?diff=50611319&oldid=45143413&rcid=61308223, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009726357, title=treze, user=.123.192.97, diff-bytes=1}
+{summary=, diff-url=https://en.wiktionary.org/w/index.php?diff=50611326&oldid=50599435&rcid=61308247, unparsed-flags=!, flags={is-minor=false, is-talk=false, is-bot-edit=false, is-new=false, is-unpatrolled=true, is-special=false}, channel=#en.wiktionary, source=rc-pmtpa, time=1541009812126, title=sol, user=HansRompel, diff-bytes=146}
