Merge branch 'release-1.0.2'
diff --git a/apps/pom.xml b/apps/pom.xml
index 7e211a2..b130de6 100644
--- a/apps/pom.xml
+++ b/apps/pom.xml
@@ -5,7 +5,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-apps</artifactId>
@@ -20,12 +20,6 @@
<dependencies>
<dependency>
<groupId>${project.groupId}</groupId>
- <artifactId>dt-engine</artifactId>
- <version>${dt.framework.version}</version>
- <scope>runtime</scope>
- </dependency>
- <dependency>
- <groupId>${project.groupId}</groupId>
<artifactId>malhar-library</artifactId>
<version>${project.version}</version>
<type>jar</type>
diff --git a/benchmark/pom.xml b/benchmark/pom.xml
index 95c4d3d..292bf53 100644
--- a/benchmark/pom.xml
+++ b/benchmark/pom.xml
@@ -5,7 +5,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-benchmark</artifactId>
@@ -20,12 +20,6 @@
<dependencies>
<dependency>
<groupId>${project.groupId}</groupId>
- <artifactId>dt-engine</artifactId>
- <version>${dt.framework.version}</version>
- <scope>runtime</scope>
- </dependency>
- <dependency>
- <groupId>${project.groupId}</groupId>
<artifactId>malhar-library</artifactId>
<version>${project.version}</version>
<type>jar</type>
diff --git a/benchmark/src/main/java/com/datatorrent/benchmark/UniqueValueCountBenchmarkApplication.java b/benchmark/src/main/java/com/datatorrent/benchmark/UniqueValueCountBenchmarkApplication.java
index 2212b84..c341073 100644
--- a/benchmark/src/main/java/com/datatorrent/benchmark/UniqueValueCountBenchmarkApplication.java
+++ b/benchmark/src/main/java/com/datatorrent/benchmark/UniqueValueCountBenchmarkApplication.java
@@ -31,6 +31,8 @@
* PartitionableUniqueCount operator initially partitioned into three partitions to
* test unifier functionality, and output of the operator is sent to verifier to verify
* that it generates correct result.
+ *
+ * @since 1.0.2
*/
@ApplicationAnnotation(name="UniqueCountBenchmark")
public class UniqueValueCountBenchmarkApplication implements StreamingApplication
diff --git a/contrib/pom.xml b/contrib/pom.xml
index 0486bea..dd31d90 100644
--- a/contrib/pom.xml
+++ b/contrib/pom.xml
@@ -5,7 +5,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-contrib</artifactId>
@@ -53,38 +53,6 @@
<dependencies>
<dependency>
<groupId>${project.groupId}</groupId>
- <artifactId>dt-engine</artifactId>
- <version>${dt.framework.version}</version>
- <scope>runtime</scope>
- <exclusions>
- <exclusion>
- <artifactId>jackson-core-asl</artifactId>
- <groupId>org.codehaus.jackson</groupId>
- </exclusion>
- <exclusion>
- <artifactId>jackson-jaxrs</artifactId>
- <groupId>org.codehaus.jackson</groupId>
- </exclusion>
- <exclusion>
- <artifactId>jackson-mapper-asl</artifactId>
- <groupId>org.codehaus.jackson</groupId>
- </exclusion>
- <exclusion>
- <artifactId>jackson-xc</artifactId>
- <groupId>org.codehaus.jackson</groupId>
- </exclusion>
- <exclusion>
- <artifactId>jetty</artifactId>
- <groupId>org.mortbay.jetty</groupId>
- </exclusion>
- <exclusion>
- <artifactId>jetty-util</artifactId>
- <groupId>org.mortbay.jetty</groupId>
- </exclusion>
- </exclusions>
- </dependency>
- <dependency>
- <groupId>${project.groupId}</groupId>
<artifactId>malhar-library</artifactId>
<version>${project.version}</version>
<scope>test</scope>
@@ -212,8 +180,8 @@
</dependency>
<dependency>
<groupId>org.apache.hbase</groupId>
- <artifactId>hbase</artifactId>
- <version>0.94.5</version>
+ <artifactId>hbase-client</artifactId>
+ <version>0.98.2-hadoop2</version>
<type>jar</type>
<optional>true</optional>
<exclusions>
@@ -252,6 +220,48 @@
</exclusions>
</dependency>
<dependency>
+ <groupId>org.apache.hbase</groupId>
+ <artifactId>hbase-server</artifactId>
+ <version>0.98.2-hadoop2</version>
+ <type>jar</type>
+ <optional>true</optional>
+ <exclusions>
+ <exclusion>
+ <groupId>org.slf4j</groupId>
+ <artifactId>slf4j-log4j12</artifactId>
+ </exclusion>
+ <exclusion>
+ <groupId>org.apache.zookeeper</groupId>
+ <artifactId>zookeeper</artifactId>
+ </exclusion>
+ <exclusion>
+ <artifactId>jackson-core-asl</artifactId>
+ <groupId>org.codehaus.jackson</groupId>
+ </exclusion>
+ <exclusion>
+ <artifactId>jackson-jaxrs</artifactId>
+ <groupId>org.codehaus.jackson</groupId>
+ </exclusion>
+ <exclusion>
+ <artifactId>jackson-mapper-asl</artifactId>
+ <groupId>org.codehaus.jackson</groupId>
+ </exclusion>
+ <exclusion>
+ <artifactId>jackson-xc</artifactId>
+ <groupId>org.codehaus.jackson</groupId>
+ </exclusion>
+ <!-- Needed for running local server for tests -->
+ <!--exclusion>
+ <artifactId>jetty</artifactId>
+ <groupId>org.mortbay.jetty</groupId>
+ </exclusion>
+ <exclusion>
+ <artifactId>jetty-util</artifactId>
+ <groupId>org.mortbay.jetty</groupId>
+ </exclusion-->
+ </exclusions>
+ </dependency>
+ <dependency>
<groupId>org.apache.commons</groupId>
<artifactId>commons-compress</artifactId>
<version>1.5</version>
@@ -333,7 +343,7 @@
<optional>true</optional>
</dependency>
<dependency>
- <!-- required by twitter -->
+ <!-- required by twitter -->
<groupId>org.twitter4j</groupId>
<artifactId>twitter4j-stream</artifactId>
<version>2.2.6</version>
@@ -350,5 +360,11 @@
<version>2.0.2</version>
<optional>true</optional>
</dependency>
+ <dependency>
+ <groupId>net.sf.supercsv</groupId>
+ <artifactId>super-csv</artifactId>
+ <version>2.2.0</version>
+ <optional>true</optional>
+ </dependency>
</dependencies>
</project>
diff --git a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraInputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraInputOperator.java
index 45085bf..3876446 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraInputOperator.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraInputOperator.java
@@ -34,6 +34,8 @@
* <p>
* This is an abstract class. Sub-classes need to implement {@link #queryToRetrieveData()} and {@link #getTuple(Row)}.
* </p>
+ *
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.datastax.driver.core.Cluster.class})
diff --git a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperator.java
index 4951d6d..3851424 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperator.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperator.java
@@ -41,6 +41,7 @@
* </p>
*
* @param <T>type of tuple</T>
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.datastax.driver.core.Cluster.class, com.codahale.metrics.Metric.class})
public abstract class AbstractCassandraTransactionableOutputOperator<T> extends AbstractBatchTransactionableStoreOutputOperator<T, CassandraTransactionalStore> {
diff --git a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperatorPS.java b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperatorPS.java
index b6e4872..4989709 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperatorPS.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/cassandra/AbstractCassandraTransactionableOutputOperatorPS.java
@@ -44,9 +44,9 @@
* </p>
*
* @param <T>type of tuple</T>
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.datastax.driver.core.Cluster.class, com.codahale.metrics.Metric.class})
-
public abstract class AbstractCassandraTransactionableOutputOperatorPS<T> extends AbstractCassandraTransactionableOutputOperator<T>{
private transient PreparedStatement updateCommand;
@@ -58,7 +58,7 @@
*/
@Nonnull
protected abstract PreparedStatement getUpdateCommand();
-
+
@Override
public void setup(Context.OperatorContext context)
{
diff --git a/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraStore.java b/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraStore.java
index c1a9440..428d721 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraStore.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraStore.java
@@ -30,6 +30,7 @@
/**
* A {@link Connectable} that uses cassandra to connect to stores.
*
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.datastax.driver.core.Cluster.class})
public class CassandraStore implements Connectable
diff --git a/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraTransactionalStore.java b/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraTransactionalStore.java
index f06ff00..371d3d6 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraTransactionalStore.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/cassandra/CassandraTransactionalStore.java
@@ -26,6 +26,7 @@
/**
* <p>CassandraTransactionalStore class which inherits CassandraStore class and provides transaction support to the operators.</p>
*
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.datastax.driver.core.Cluster.class})
public class CassandraTransactionalStore extends CassandraStore implements TransactionableStore {
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalAppendOutputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalAppendOutputOperator.java
new file mode 100644
index 0000000..efebeee
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalAppendOutputOperator.java
@@ -0,0 +1,83 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.annotation.ShipContainingJars;
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.db.AbstractStoreOutputOperator;
+import org.apache.hadoop.hbase.client.Append;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+
+/**
+ * Operator for storing tuples in HBase columns.<br>
+ *
+ * <br>
+ * This class provides a HBase output operator that can be used to store tuples
+ * in columns in a HBase table. It should be extended by the end-operator
+ * developer. The extending class should implement operationAppend method and
+ * provide a HBase Append metric object that specifies where and what to store
+ * for the tuple in the table.<br>
+ *
+ * <br>
+ * This class offers non-transactional append where the columns are append as
+ * the tuples come in without waiting for the end window
+ *
+ * @param <T>
+ * The tuple type
+ * @since 1.0.2
+ */
+@ShipContainingJars(classes = { org.apache.hadoop.hbase.client.HTable.class,
+ org.apache.hadoop.hbase.util.BloomFilterFactory.class,
+ com.google.protobuf.AbstractMessageLite.class,
+ org.apache.hadoop.hbase.BaseConfigurable.class,
+ org.apache.hadoop.hbase.protobuf.generated.AccessControlProtos.class,
+ org.apache.hadoop.hbase.ipc.BadAuthException.class,
+ org.cloudera.htrace.HTraceConfiguration.class })
+public abstract class AbstractHBaseNonTransactionalAppendOutputOperator<T>
+ extends AbstractStoreOutputOperator<T, HBaseStore> {
+ private static final transient Logger logger = LoggerFactory
+ .getLogger(AbstractHBaseNonTransactionalAppendOutputOperator.class);
+
+ public AbstractHBaseNonTransactionalAppendOutputOperator() {
+ store = new HBaseStore();
+ }
+
+ @Override
+ public void processTuple(T tuple) {
+ Append append = operationAppend(tuple);
+ try {
+ store.getTable().append(append);
+ } catch (IOException e) {
+ logger.error("Could not append tuple", e);
+ DTThrowable.rethrow(e);
+ }
+
+ }
+
+ /**
+ * Return the HBase Append metric to store the tuple. The implementor should
+ * return a HBase Append metric that specifies where and what to store for
+ * the tuple in the table.
+ *
+ * @param t
+ * The tuple
+ * @return The HBase Append metric
+ */
+ public abstract Append operationAppend(T t);
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalPutOutputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalPutOutputOperator.java
new file mode 100644
index 0000000..758cc56
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseNonTransactionalPutOutputOperator.java
@@ -0,0 +1,80 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.annotation.ShipContainingJars;
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.db.AbstractStoreOutputOperator;
+import org.apache.hadoop.hbase.client.HTable;
+import org.apache.hadoop.hbase.client.Put;
+import org.apache.hadoop.hbase.client.RetriesExhaustedWithDetailsException;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.InterruptedIOException;
+
+/**
+ * Operator for storing tuples in HBase rows.<br>
+ *
+ * <br>
+ * This class provides a HBase output operator that can be used to store tuples
+ * in rows in a HBase table. It should be extended by the end-operator
+ * developer. The extending class should implement operationPut method and
+ * provide a HBase Put metric object that specifies where and what to store for
+ * the tuple in the table.<br>
+ *
+ * <br>
+ * This class offers non-transactional put where tuples are put as they come in
+ *
+ * @param <T>
+ * The tuple type
+ * @since 1.0.2
+ */
+@ShipContainingJars(classes = { org.apache.hadoop.hbase.client.HTable.class,
+ org.apache.hadoop.hbase.util.BloomFilterFactory.class,
+ com.google.protobuf.AbstractMessageLite.class,
+ org.apache.hadoop.hbase.BaseConfigurable.class,
+ org.apache.hadoop.hbase.protobuf.generated.AccessControlProtos.class,
+ org.apache.hadoop.hbase.ipc.BadAuthException.class,
+ org.cloudera.htrace.HTraceConfiguration.class })
+public abstract class AbstractHBaseNonTransactionalPutOutputOperator<T> extends
+ AbstractStoreOutputOperator<T, HBaseStore> {
+ private static final transient Logger logger = LoggerFactory
+ .getLogger(AbstractHBaseNonTransactionalPutOutputOperator.class);
+
+ public AbstractHBaseNonTransactionalPutOutputOperator() {
+ store = new HBaseStore();
+ }
+
+ @Override
+ public void processTuple(T tuple) {
+ HTable table = store.getTable();
+ Put put = operationPut(tuple);
+ try {
+ table.put(put);
+ } catch (RetriesExhaustedWithDetailsException e) {
+ logger.error("Could not output tuple", e);
+ DTThrowable.rethrow(e);
+ } catch (InterruptedIOException e) {
+ logger.error("Could not output tuple", e);
+ DTThrowable.rethrow(e);
+ }
+
+ }
+
+ public abstract Put operationPut(T t);
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalAppendOutputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalAppendOutputOperator.java
new file mode 100644
index 0000000..0729d8e
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalAppendOutputOperator.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.annotation.ShipContainingJars;
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.db.AbstractAggregateTransactionableStoreOutputOperator;
+import org.apache.hadoop.hbase.client.Append;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+/**
+ * Operator for storing tuples in HBase columns.<br>
+ *
+ * <br>
+ * This class provides a HBase output operator that can be used to store tuples
+ * in columns in a HBase table. It should be extended by the end-operator
+ * developer. The extending class should implement operationAppend method and
+ * provide a HBase Append metric object that specifies where and what to store
+ * for the tuple in the table.<br>
+ *
+ * <br>
+ * This class provides batch append where tuples are collected till the end
+ * window and they are appended on end window
+ *
+ * Note that since HBase doesn't support transactions this store cannot
+ * guarantee each tuple is written only once to HBase in case the operator is
+ * restarted from an earlier checkpoint. It only tries to minimize the number of
+ * duplicates limiting it to the tuples that were processed in the window when
+ * the operator shutdown.
+ *
+ * @param <T>
+ * The tuple type
+ * @since 1.0.2
+ */
+@ShipContainingJars(classes = { org.apache.hadoop.hbase.client.HTable.class,
+ org.apache.hadoop.hbase.util.BloomFilterFactory.class,
+ com.google.protobuf.AbstractMessageLite.class,
+ org.apache.hadoop.hbase.BaseConfigurable.class,
+ org.apache.hadoop.hbase.protobuf.generated.AccessControlProtos.class,
+ org.apache.hadoop.hbase.ipc.BadAuthException.class,
+ org.cloudera.htrace.HTraceConfiguration.class })
+public abstract class AbstractHBaseTransactionalAppendOutputOperator<T>
+ extends
+ AbstractAggregateTransactionableStoreOutputOperator<T, HBaseTransactionalStore> {
+ private static final transient Logger logger = LoggerFactory
+ .getLogger(AbstractHBaseTransactionalAppendOutputOperator.class);
+ private transient List<T> tuples;
+
+ public AbstractHBaseTransactionalAppendOutputOperator() {
+ store = new HBaseTransactionalStore();
+ tuples = new ArrayList<T>();
+ }
+
+ @Override
+ public void storeAggregate() {
+
+ Iterator<T> it = tuples.iterator();
+ while (it.hasNext()) {
+ T t = it.next();
+ try {
+ Append append = operationAppend(t);
+ store.getTable().append(append);
+ } catch (IOException e) {
+ logger.error("Could not append tuple", e);
+ DTThrowable.rethrow(e);
+ }
+ it.remove();
+ }
+ }
+
+ /**
+ * Return the HBase Append metric to store the tuple. The implementor should
+ * return a HBase Append metric that specifies where and what to store for
+ * the tuple in the table.
+ *
+ * @param t
+ * The tuple
+ * @return The HBase Append metric
+ */
+ public abstract Append operationAppend(T t);
+
+ @Override
+ public void processTuple(T tuple) {
+ tuples.add(tuple);
+ }
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalPutOutputOperator.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalPutOutputOperator.java
new file mode 100644
index 0000000..fcf7b44
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/AbstractHBaseTransactionalPutOutputOperator.java
@@ -0,0 +1,99 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.annotation.ShipContainingJars;
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.db.AbstractAggregateTransactionableStoreOutputOperator;
+import org.apache.hadoop.hbase.client.HTable;
+import org.apache.hadoop.hbase.client.Put;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+/**
+ * Operator for storing tuples in HBase rows.<br>
+ *
+ * <br>
+ * This class provides a HBase output operator that can be used to store tuples
+ * in rows in a HBase table. It should be extended by the end-operator
+ * developer. The extending class should implement operationPut method and
+ * provide a HBase Put metric object that specifies where and what to store for
+ * the tuple in the table.<br>
+ *
+ * <br>
+ * This class provides a batch put where tuples are collected till the end
+ * window and they are put on end window
+ *
+ * Note that since HBase doesn't support transactions this store cannot
+ * guarantee each tuple is written only once to HBase in case the operator is
+ * restarted from an earlier checkpoint. It only tries to minimize the number of
+ * duplicates limiting it to the tuples that were processed in the window when
+ * the operator shutdown.
+ *
+ * @param <T>
+ * The tuple type
+ * @since 1.0.2
+ */
+@ShipContainingJars(classes = { org.apache.hadoop.hbase.client.HTable.class,
+ org.apache.hadoop.hbase.util.BloomFilterFactory.class,
+ com.google.protobuf.AbstractMessageLite.class,
+ org.apache.hadoop.hbase.BaseConfigurable.class,
+ org.apache.hadoop.hbase.protobuf.generated.AccessControlProtos.class,
+ org.apache.hadoop.hbase.ipc.BadAuthException.class,
+ org.cloudera.htrace.HTraceConfiguration.class })
+public abstract class AbstractHBaseTransactionalPutOutputOperator<T>
+ extends
+ AbstractAggregateTransactionableStoreOutputOperator<T, HBaseTransactionalStore> {
+ private static final transient Logger logger = LoggerFactory
+ .getLogger(AbstractHBaseTransactionalPutOutputOperator.class);
+ private transient List<T> tuples;
+
+ public AbstractHBaseTransactionalPutOutputOperator() {
+ store = new HBaseTransactionalStore();
+ tuples = new ArrayList<T>();
+ }
+
+ @Override
+ public void storeAggregate() {
+
+ Iterator<T> it = tuples.iterator();
+ while (it.hasNext()) {
+ T t = it.next();
+ try {
+ HTable table = store.getTable();
+ Put put = operationPut(t);
+ table.put(put);
+ } catch (IOException e) {
+ logger.error("Could not output tuple", e);
+ DTThrowable.rethrow(e);
+ }
+ it.remove();
+ }
+ }
+
+ public abstract Put operationPut(T t) throws IOException;
+
+ @Override
+ public void processTuple(T tuple) {
+ tuples.add(tuple);
+ }
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperator.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperator.java
new file mode 100644
index 0000000..1ed1eb4
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperator.java
@@ -0,0 +1,163 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.Context.OperatorContext;
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.util.ReusableStringReader;
+import org.apache.hadoop.hbase.client.Put;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.supercsv.io.CsvListReader;
+import org.supercsv.io.ICsvListReader;
+import org.supercsv.prefs.CsvPreference;
+
+import javax.validation.constraints.NotNull;
+import java.io.IOException;
+import java.io.StringReader;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * accepts a string of key value pairs containing the data to be inserted.These
+ * are mapped to corresponding rows,columnfamilies and columns using a property
+ * file and inserted into hbase Eg: input string will be of the form
+ * name=xyz,st=patrickhenry,ct=fremont,sa=california the properties will contain
+ * properties of form
+ * name=row,sa=address.street,ct=address.city,sa=address.state with the above
+ * the mapping a row xyz is created. the value patrickhenry is inserted into
+ * columnfamily address and column street of row xyz. other values are inserted
+ * similarly.
+ *
+ * @since 1.0.2
+ */
+public class HBaseNameValueCsvPutOperator extends HBasePutOperator<String> {
+
+ private class ColDef {
+ String colFam;
+ String colName;
+ }
+
+ private static final transient Logger logger = LoggerFactory.getLogger(HBaseNameValueCsvPutOperator.class);
+ @NotNull
+ private String mapping;
+ private transient String rowKey;
+ private transient Map<String, ColDef> colMap = new HashMap<String, ColDef>();
+ private transient Map<String, String> linemap = new HashMap<String, String>();
+ private transient ICsvListReader lineListReader = null;
+ private transient ReusableStringReader lineSr=new ReusableStringReader();
+ private transient ArrayList<String> csvLineList = new ArrayList<String>();
+
+ public void setMapping(String mapping) {
+ this.mapping = mapping;
+ }
+
+ @Override
+ public Put operationPut(String t) {
+ return parseLine(t);
+ }
+
+ public void parseMapping() {
+ ICsvListReader listReader = null;
+ StringReader sr=null;
+ ArrayList<String> csvList = new ArrayList<String>();
+ try {
+ sr=new StringReader(mapping);
+ listReader = new CsvListReader(sr,CsvPreference.STANDARD_PREFERENCE);
+ csvList = (ArrayList<String>) listReader.read();
+ } catch (IOException e) {
+ logger.error("Cannot read the mapping string", e);
+ DTThrowable.rethrow(e);
+ } finally {
+ try {
+ sr.close();
+ listReader.close();
+ } catch (IOException e) {
+ logger.error("Error closing Csv reader", e);
+ DTThrowable.rethrow(e);
+ }
+ }
+ for (String pair : csvList) {
+ ColDef c = new ColDef();
+ if (pair.indexOf('.') != -1) {
+ c.colName = pair.substring(pair.indexOf('.') + 1);
+ c.colFam = pair.substring(pair.indexOf('=') + 1,pair.indexOf('.'));
+ colMap.put(pair.substring(0, pair.indexOf('=')), c);
+ } else {
+ rowKey = pair.substring(0, pair.indexOf('='));
+ }
+ }
+ }
+
+ public Put parseLine(String s) {
+ Put put = null;
+ try {
+ lineSr.open(s);
+ csvLineList = (ArrayList<String>) lineListReader.read();
+ } catch (IOException e) {
+ logger.error("Cannot read the property string", e);
+ DTThrowable.rethrow(e);
+ }
+ for (String pair : csvLineList) {
+ String key = pair.substring(0, pair.indexOf('='));
+ String value = pair.substring(pair.indexOf('=') + 1);
+
+ if (key.equals(rowKey)) {
+ put = new Put(value.getBytes());
+ for (Map.Entry<String, String> entry : linemap.entrySet()) {
+ ColDef c = colMap.get(entry.getKey());
+ put.add(c.colFam.getBytes(), c.colName.getBytes(), entry.getValue().getBytes());
+ }
+ } else {
+ if (put != null) {
+ ColDef c = colMap.get(key);
+ put.add(c.colFam.getBytes(), c.colName.getBytes(),value.getBytes());
+ } else {
+ linemap.put(key, value);
+ }
+ }
+ }
+ csvLineList.clear();
+ linemap.clear();
+ return put;
+ }
+
+ @Override
+ public void setup(OperatorContext context) {
+ super.setup(context);
+ parseMapping();
+ lineListReader = new CsvListReader(lineSr,CsvPreference.STANDARD_PREFERENCE);
+ }
+
+ @Override
+ public HBaseStatePersistenceStrategy getPersistenceStrategy() {
+ return new HBaseRowStatePersistence();
+ }
+
+ @Override
+ public void teardown() {
+ super.teardown();
+ try {
+ lineSr.close();
+ lineListReader.close();
+ } catch (IOException e) {
+ logger.error("Cannot close the readers", e);
+ DTThrowable.rethrow(e);
+ }
+ }
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseStore.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseStore.java
new file mode 100644
index 0000000..adca58f
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseStore.java
@@ -0,0 +1,156 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.lib.db.Connectable;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hbase.HBaseConfiguration;
+import org.apache.hadoop.hbase.client.HTable;
+
+import java.io.IOException;
+/**
+ * A {@link Connectable} that uses hbase to connect to stores.
+ *
+ * @since 1.0.2
+ */
+public class HBaseStore implements Connectable {
+
+ private String zookeeperQuorum;
+ private int zookeeperClientPort;
+ protected String tableName;
+
+ protected transient HTable table;
+
+ /**
+ * Get the zookeeper quorum location.
+ *
+ * @return The zookeeper quorum location
+ */
+ public String getZookeeperQuorum() {
+ return zookeeperQuorum;
+ }
+
+ /**
+ * Set the zookeeper quorum location.
+ *
+ * @param zookeeperQuorum
+ * The zookeeper quorum location
+ */
+ public void setZookeeperQuorum(String zookeeperQuorum) {
+ this.zookeeperQuorum = zookeeperQuorum;
+ }
+
+ /**
+ * Get the zookeeper client port.
+ *
+ * @return The zookeeper client port
+ */
+ public int getZookeeperClientPort() {
+ return zookeeperClientPort;
+ }
+
+ /**
+ * Set the zookeeper client port.
+ *
+ * @param zookeeperClientPort
+ * The zookeeper client port
+ */
+ public void setZookeeperClientPort(int zookeeperClientPort) {
+ this.zookeeperClientPort = zookeeperClientPort;
+ }
+
+ /**
+ * Get the HBase table name.
+ *
+ * @return The HBase table name
+ */
+ public String getTableName() {
+ return tableName;
+ }
+
+ /**
+ * Set the HBase table name.
+ *
+ * @param tableName
+ * The HBase table name
+ */
+ public void setTableName(String tableName) {
+ this.tableName = tableName;
+ }
+
+ /**
+ * Get the HBase table .
+ *
+ * @return The HBase table
+ */
+ public HTable getTable() {
+ return table;
+ }
+
+ /**
+ * Set the HBase table.
+ *
+ * @param table
+ * The HBase table
+ */
+ public void setTable(HTable table) {
+ this.table = table;
+ }
+
+ /**
+ * Get the configuration.
+ *
+ * @return The configuration
+ */
+ public Configuration getConfiguration() {
+ return configuration;
+ }
+
+ /**
+ * Set the configuration.
+ *
+ * @param configuration
+ * The configuration
+ */
+ public void setConfiguration(Configuration configuration) {
+ this.configuration = configuration;
+ }
+
+ protected transient Configuration configuration;
+
+ @Override
+ public void connect() throws IOException {
+ configuration = HBaseConfiguration.create();
+ configuration.set("hbase.zookeeper.quorum", zookeeperQuorum);
+ configuration.set("hbase.zookeeper.property.clientPort", ""
+ + zookeeperClientPort);
+ table = new HTable(configuration, tableName);
+
+ }
+
+ @Override
+ public void disconnect() throws IOException {
+ // not applicable for hbase
+
+ }
+
+ @Override
+ public boolean connected() {
+ // not applicable to hbase
+ return false;
+ }
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseTransactionalStore.java b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseTransactionalStore.java
new file mode 100644
index 0000000..ad5915d
--- /dev/null
+++ b/contrib/src/main/java/com/datatorrent/contrib/hbase/HBaseTransactionalStore.java
@@ -0,0 +1,205 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.db.TransactionableStore;
+import org.apache.hadoop.hbase.HColumnDescriptor;
+import org.apache.hadoop.hbase.HTableDescriptor;
+import org.apache.hadoop.hbase.KeyValue;
+import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.util.Bytes;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.InterruptedIOException;
+/**
+ * <p>HBaseTransactionalStore class.</p>
+ * Note that since HBase doesn't support transactions this store cannot guarantee each tuple is written only once to
+ * HBase in case the operator is restarted from an earlier checkpoint. It only tries to minimize the number of
+ * duplicates limiting it to the tuples that were processed in the window when the operator shutdown.
+ *
+ * @since 1.0.2
+ */
+public class HBaseTransactionalStore extends HBaseStore implements
+ TransactionableStore {
+ private static final transient Logger logger = LoggerFactory
+ .getLogger(HBaseTransactionalStore.class);
+ private static final String DEFAULT_ROW_NAME = "HBaseOperator_row";
+ private static final String DEFAULT_COLUMN_FAMILY_NAME = "HBaseOutputOperator_cf";
+ private static final String DEFAULT_LAST_WINDOW_PREFIX_COLUMN_NAME = "last_window";
+ private transient String rowName;
+ private transient String columnFamilyName;
+
+ private transient byte[] rowBytes;
+ private transient byte[] columnFamilyBytes;
+
+ private transient String lastWindowColumnName;
+ private transient byte[] lastWindowColumnBytes;
+
+ public HBaseTransactionalStore() {
+ rowName = DEFAULT_ROW_NAME;
+ columnFamilyName = DEFAULT_COLUMN_FAMILY_NAME;
+ lastWindowColumnName = DEFAULT_LAST_WINDOW_PREFIX_COLUMN_NAME;
+ constructKeys();
+ }
+
+ private void constructKeys() {
+ rowBytes = Bytes.toBytes(rowName);
+ columnFamilyBytes = Bytes.toBytes(columnFamilyName);
+ }
+
+ /**
+ * Get the row name in the table.
+ *
+ * @return The row name
+ */
+ public String getRowName() {
+ return rowName;
+ }
+
+ /**
+ * Set the row name in the table.
+ *
+ * @param rowName
+ * The row name
+ */
+ public void setRowName(String rowName) {
+ this.rowName = rowName;
+ constructKeys();
+ }
+
+ /**
+ * Get the column family name in the table.
+ *
+ * @return The column family name
+ */
+ public String getColumnFamilyName() {
+ return columnFamilyName;
+ }
+
+ /**
+ * Set the column family name in the table.
+ *
+ * @param columnFamilyName
+ * The column family name
+ */
+ public void setColumnFamilyName(String columnFamilyName) {
+ this.columnFamilyName = columnFamilyName;
+ constructKeys();
+ }
+
+ @Override
+ public void connect() throws IOException {
+ super.connect();
+ HTableDescriptor tdesc = table.getTableDescriptor();
+ if (!tdesc.hasFamily(columnFamilyBytes)) {
+ HBaseAdmin admin = new HBaseAdmin(table.getConfiguration());
+ admin.disableTable(table.getTableName());
+ try {
+ HColumnDescriptor cdesc = new HColumnDescriptor(
+ columnFamilyBytes);
+ admin.addColumn(table.getTableName(), cdesc);
+ } finally {
+ admin.enableTable(table.getTableName());
+ admin.close();
+ }
+ }
+ }
+
+ @Override
+ public void beginTransaction() {
+ // HBase does support transactions so this method left empty
+
+ }
+
+ @Override
+ public void commitTransaction() {
+ // HBase does support transactions so this method left empty
+
+ }
+
+ @Override
+ public void rollbackTransaction() {
+ // HBase does support transactions so this method left empty
+
+ }
+
+ @Override
+ public boolean isInTransaction() {
+ // HBase does support transactions so this method left empty
+ return false;
+ }
+
+ @Override
+ public long getCommittedWindowId(String appId, int operatorId) {
+
+ byte[] value = null;
+ try {
+ String columnKey = appId + "_" + operatorId + "_"
+ + lastWindowColumnName;
+ lastWindowColumnBytes = Bytes.toBytes(columnKey);
+ Get get = new Get(rowBytes);
+ get.addColumn(columnFamilyBytes, lastWindowColumnBytes);
+ Result result = null;
+ result = table.get(get);
+
+ for (KeyValue kv : result.raw()) {
+ if (kv.matchingQualifier(lastWindowColumnBytes)) {
+ value = kv.getValue();
+ break;
+ }
+ }
+ } catch (IOException ex) {
+ logger.error("Could not load window id ", ex);
+ DTThrowable.rethrow(ex);
+ }
+ if (value != null) {
+ long longval = Bytes.toLong(value);
+ return longval;
+ } else
+ return -1;
+
+ }
+
+ @Override
+ public void storeCommittedWindowId(String appId, int operatorId,
+ long windowId) {
+ byte[] WindowIdBytes = Bytes.toBytes(windowId);
+ String columnKey = appId + "_" + operatorId + "_"
+ + lastWindowColumnName;
+ lastWindowColumnBytes = Bytes.toBytes(columnKey);
+ Put put = new Put(rowBytes);
+ put.add(columnFamilyBytes, lastWindowColumnBytes, WindowIdBytes);
+ try {
+ table.put(put);
+ } catch (RetriesExhaustedWithDetailsException e) {
+ logger.error("Could not store window id ", e);
+ DTThrowable.rethrow(e);
+ } catch (InterruptedIOException e) {
+ logger.error("Could not store window id ", e);
+ DTThrowable.rethrow(e);
+ }
+
+ }
+
+ @Override
+ public void removeCommittedWindowId(String appId, int operatorId) {
+ // Not applicable to hbase
+ }
+
+}
diff --git a/contrib/src/main/java/com/datatorrent/contrib/twitter/TwitterSampleInput.java b/contrib/src/main/java/com/datatorrent/contrib/twitter/TwitterSampleInput.java
index d84bcba..beae76e 100644
--- a/contrib/src/main/java/com/datatorrent/contrib/twitter/TwitterSampleInput.java
+++ b/contrib/src/main/java/com/datatorrent/contrib/twitter/TwitterSampleInput.java
@@ -17,15 +17,15 @@
import java.util.concurrent.ArrayBlockingQueue;
-import twitter4j.*;
-import twitter4j.conf.ConfigurationBuilder;
-
import javax.validation.constraints.Min;
import javax.validation.constraints.NotNull;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
+import twitter4j.*;
+import twitter4j.conf.ConfigurationBuilder;
+
import com.datatorrent.api.ActivationListener;
import com.datatorrent.api.Context.OperatorContext;
import com.datatorrent.api.DefaultOutputPort;
@@ -51,10 +51,10 @@
public final transient DefaultOutputPort<Status> status = new DefaultOutputPort<Status>();
public final transient DefaultOutputPort<String> text = new DefaultOutputPort<String>();
public final transient DefaultOutputPort<String> url = new DefaultOutputPort<String>();
+ public final transient DefaultOutputPort<String> hashtag = new DefaultOutputPort<String>();
/* the following 3 ports are not implemented so far */
public final transient DefaultOutputPort<?> userMention = null;
- public final transient DefaultOutputPort<?> hashtag = null;
public final transient DefaultOutputPort<?> media = null;
/**
* Enable debugging.
@@ -70,9 +70,9 @@
/**
* The state which we would like to save for this operator.
*/
- private int multiplier = 1;
+ private int feedMultiplier = 1;
@Min(0)
- private int multiplierVariance = 0;
+ private int feedMultiplierVariance = 0;
/* Following twitter access credentials should be set before using this operator. */
@NotNull
@@ -91,16 +91,16 @@
{
operatorThread = Thread.currentThread();
- if (multiplier != 1) {
- logger.info("Load set to be {}% of the entire twitter feed", multiplier);
+ if (feedMultiplier != 1) {
+ logger.info("Load set to be {}% of the entire twitter feed", feedMultiplier);
}
ConfigurationBuilder cb = new ConfigurationBuilder();
cb.setDebugEnabled(debug).
- setOAuthConsumerKey(consumerKey).
- setOAuthConsumerSecret(consumerSecret).
- setOAuthAccessToken(accessToken).
- setOAuthAccessTokenSecret(accessTokenSecret);
+ setOAuthConsumerKey(consumerKey).
+ setOAuthConsumerSecret(consumerSecret).
+ setOAuthAccessToken(accessToken).
+ setOAuthAccessTokenSecret(accessTokenSecret);
ts = new TwitterStreamFactory(cb.build()).getInstance();
}
@@ -114,19 +114,19 @@
@Override
public void onStatus(Status status)
{
- int randomMultiplier = multiplier;
+ int randomMultiplier = feedMultiplier;
- if (multiplierVariance > 0) {
- int min = multiplier - multiplierVariance;
+ if (feedMultiplierVariance > 0) {
+ int min = feedMultiplier - feedMultiplierVariance;
if (min < 0) {
min = 0;
}
- int max = multiplier + multiplierVariance;
- randomMultiplier = min + (int) (Math.random() * ((max - min) + 1));
+ int max = feedMultiplier + feedMultiplierVariance;
+ randomMultiplier = min + (int)(Math.random() * ((max - min) + 1));
}
try {
- for (int i = randomMultiplier; i-- > 0; ) {
+ for (int i = randomMultiplier; i-- > 0;) {
statuses.put(status);
count++;
}
@@ -186,10 +186,10 @@
{
ConfigurationBuilder cb = new ConfigurationBuilder();
cb.setDebugEnabled(debug).
- setOAuthConsumerKey(consumerKey).
- setOAuthConsumerSecret(consumerSecret).
- setOAuthAccessToken(accessToken).
- setOAuthAccessTokenSecret(accessTokenSecret);
+ setOAuthConsumerKey(consumerKey).
+ setOAuthConsumerSecret(consumerSecret).
+ setOAuthAccessToken(accessToken).
+ setOAuthAccessTokenSecret(accessTokenSecret);
ts = new TwitterStreamFactory(cb.build()).getInstance();
ts.addListener(TwitterSampleInput.this);
@@ -220,18 +220,28 @@
public void setFeedMultiplier(int multiplier)
{
- this.multiplier = multiplier;
+ this.feedMultiplier = multiplier;
+ }
+
+ public int getFeedMultiplier()
+ {
+ return this.feedMultiplier;
}
public void setFeedMultiplierVariance(int multiplierVariance)
{
- this.multiplierVariance = multiplierVariance;
+ this.feedMultiplierVariance = multiplierVariance;
+ }
+
+ public int getFeedMultiplierVariance()
+ {
+ return this.feedMultiplierVariance;
}
@Override
public void emitTuples()
{
- for (int size = statuses.size(); size-- > 0; ) {
+ for (int size = statuses.size(); size-- > 0;) {
Status s = statuses.poll();
if (status.isConnected()) {
status.emit(s);
@@ -249,7 +259,15 @@
}
}
}
- // do the same thing for all the other output ports.
+
+ if (hashtag.isConnected()) {
+ HashtagEntity[] hashtagEntities = s.getHashtagEntities();
+ if (hashtagEntities != null) {
+ for (HashtagEntity he : hashtagEntities) {
+ hashtag.emit(he.getText());
+ }
+ }
+ }
}
}
@@ -309,8 +327,8 @@
{
int hash = 7;
hash = 11 * hash + (this.debug ? 1 : 0);
- hash = 11 * hash + this.multiplier;
- hash = 11 * hash + this.multiplierVariance;
+ hash = 11 * hash + this.feedMultiplier;
+ hash = 11 * hash + this.feedMultiplierVariance;
hash = 11 * hash + (this.consumerKey != null ? this.consumerKey.hashCode() : 0);
hash = 11 * hash + (this.consumerSecret != null ? this.consumerSecret.hashCode() : 0);
hash = 11 * hash + (this.accessToken != null ? this.accessToken.hashCode() : 0);
@@ -332,10 +350,10 @@
if (this.debug != other.debug) {
return false;
}
- if (this.multiplier != other.multiplier) {
+ if (this.feedMultiplier != other.feedMultiplier) {
return false;
}
- if (this.multiplierVariance != other.multiplierVariance) {
+ if (this.feedMultiplierVariance != other.feedMultiplierVariance) {
return false;
}
if ((this.consumerKey == null) ? (other.consumerKey != null) : !this.consumerKey.equals(other.consumerKey)) {
@@ -356,7 +374,7 @@
@Override
public String toString()
{
- return "TwitterSampleInput{debug=" + debug + ", multiplier=" + multiplier + ", multiplierVariance=" + multiplierVariance + ", consumerKey=" + consumerKey + ", consumerSecret=" + consumerSecret + ", accessToken=" + accessToken + ", accessTokenSecret=" + accessTokenSecret + '}';
+ return "TwitterSampleInput{debug=" + debug + ", feedMultiplier=" + feedMultiplier + ", feedMultiplierVariance=" + feedMultiplierVariance + ", consumerKey=" + consumerKey + ", consumerSecret=" + consumerSecret + ", accessToken=" + accessToken + ", accessTokenSecret=" + accessTokenSecret + '}';
}
private static final Logger logger = LoggerFactory.getLogger(TwitterSampleInput.class);
diff --git a/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperatorTest.java b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperatorTest.java
new file mode 100644
index 0000000..92bab15
--- /dev/null
+++ b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseNameValueCsvPutOperatorTest.java
@@ -0,0 +1,93 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import java.io.IOException;
+
+import junit.framework.Assert;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.datatorrent.api.AttributeMap;
+import com.datatorrent.api.AttributeMap.Attribute;
+import com.datatorrent.api.Context.OperatorContext;
+
+public class HBaseNameValueCsvPutOperatorTest {
+ private static final Logger logger = LoggerFactory
+ .getLogger(HBaseNameValueCsvPutOperatorTest.class);
+
+ @Test
+ public void testPut() throws Exception {
+ try {
+ HBaseTestHelper.startLocalCluster();
+ HBaseTestHelper.clearHBase();
+ HBaseNameValueCsvPutOperator propPutOperator = new HBaseNameValueCsvPutOperator();
+
+ propPutOperator.setTableName("table1");
+ propPutOperator.setZookeeperQuorum("127.0.0.1");
+ propPutOperator.setZookeeperClientPort(2181);
+ String s = "name=milind,st=patrick,ct=fremont,sa=cali";
+ String s1 = "st=tasman,ct=sancla,name=milinda,sa=cali";
+ propPutOperator.setMapping("name=row,st=colfam0.street,ct=colfam0.city,sa=colfam0.state");
+ propPutOperator.setup(new OperatorContext() {
+
+ @Override
+ public <T> T getValue(Attribute<T> key) {
+ return null;
+ }
+
+ @Override
+ public AttributeMap getAttributes() {
+ return null;
+ }
+
+ @Override
+ public int getId() {
+ // TODO Auto-generated method stub
+ return 0;
+ }
+
+ @Override
+ public void setCounters(Object counters) {
+ // TODO Auto-generated method stub
+
+ }
+ });
+ propPutOperator.beginWindow(0);
+ propPutOperator.inputPort.process(s);
+ propPutOperator.inputPort.process(s1);
+ propPutOperator.endWindow();
+ HBaseTuple tuple;
+
+ tuple = HBaseTestHelper
+ .getHBaseTuple("milind", "colfam0", "street");
+
+ Assert.assertNotNull("Tuple", tuple);
+ Assert.assertEquals("Tuple row", tuple.getRow(), "milind");
+ Assert.assertEquals("Tuple column family", tuple.getColFamily(),
+ "colfam0");
+ Assert.assertEquals("Tuple column name", tuple.getColName(),
+ "street");
+ Assert.assertEquals("Tuple column value", tuple.getColValue(),
+ "patrick");
+ } catch (IOException e) {
+
+ logger.error(e.getMessage());
+ }
+ }
+
+}
diff --git a/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTestHelper.java b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTestHelper.java
index f33cb9e..9bdfe48 100644
--- a/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTestHelper.java
+++ b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTestHelper.java
@@ -17,24 +17,26 @@
import java.io.File;
import java.io.IOException;
-import java.math.BigDecimal;
import java.net.InetSocketAddress;
import java.util.List;
+
import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.hbase.EmptyWatcher;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HColumnDescriptor;
import org.apache.hadoop.hbase.HTableDescriptor;
import org.apache.hadoop.hbase.KeyValue;
import org.apache.hadoop.hbase.LocalHBaseCluster;
-import org.apache.hadoop.hbase.client.*;
+import org.apache.hadoop.hbase.client.Get;
+import org.apache.hadoop.hbase.client.HBaseAdmin;
+import org.apache.hadoop.hbase.client.HTable;
+import org.apache.hadoop.hbase.client.Put;
+import org.apache.hadoop.hbase.client.Result;
import org.apache.hadoop.hbase.util.Bytes;
-import org.apache.zookeeper.ZooKeeper;
-import org.apache.zookeeper.server.NIOServerCnxn;
import org.apache.zookeeper.server.NIOServerCnxnFactory;
-//import org.apache.zookeeper.server.NIOServerCnxnFactory;
import org.apache.zookeeper.server.ZooKeeperServer;
+//import org.apache.hadoop.hbase.EmptyWatcher;
+
/**
*
*/
@@ -59,7 +61,7 @@
ZooKeeperServer zooKeeper = new ZooKeeperServer(zooFile, zooFile, 2000);
NIOServerCnxnFactory serverFactory = new NIOServerCnxnFactory();
- serverFactory.configure(new InetSocketAddress(2182),10);
+ serverFactory.configure(new InetSocketAddress(2181),10);
serverFactory.startup(zooKeeper);
}
@@ -148,3 +150,4 @@
}
}
+
diff --git a/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalAppendOperatorTest.java b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalAppendOperatorTest.java
new file mode 100644
index 0000000..7f6ffbb
--- /dev/null
+++ b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalAppendOperatorTest.java
@@ -0,0 +1,99 @@
+
+/*
+ * Copyright (c) 2013 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.DAG;
+import com.datatorrent.api.LocalMode;
+import junit.framework.Assert;
+import org.apache.hadoop.hbase.client.Append;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Test for transactional append operator
+ */
+public class HBaseTransactionalAppendOperatorTest {
+ private static final Logger logger = LoggerFactory
+ .getLogger(HBaseTransactionalAppendOperatorTest.class);
+
+ public HBaseTransactionalAppendOperatorTest() {
+ }
+
+ @Test
+ public void testAppend() {
+ try {
+ HBaseTestHelper.startLocalCluster();
+ HBaseTestHelper.clearHBase();
+ LocalMode lma = LocalMode.newInstance();
+ DAG dag = lma.getDAG();
+
+ dag.setAttribute(DAG.APPLICATION_NAME, "HBaseAppendOperatorTest");
+ HBaseColTupleGenerator ctg = dag.addOperator("coltuplegenerator",
+ HBaseColTupleGenerator.class);
+ TestHBaseAppendOperator thop = dag.addOperator("testhbaseput",
+ TestHBaseAppendOperator.class);
+ dag.addStream("ss", ctg.outputPort, thop.input);
+
+ thop.getStore().setTableName("table1");
+ thop.getStore().setZookeeperQuorum("127.0.0.1");
+ thop.getStore().setZookeeperClientPort(2181);
+
+ final LocalMode.Controller lc = lma.getController();
+ lc.setHeartbeatMonitoringEnabled(false);
+ lc.run(30000);
+
+
+ HBaseTuple tuple = HBaseTestHelper.getHBaseTuple("row0", "colfam0",
+ "col-0");
+ Assert.assertNotNull("Tuple", tuple);
+ Assert.assertEquals("Tuple row", tuple.getRow(), "row0");
+ Assert.assertEquals("Tuple column family", tuple.getColFamily(),
+ "colfam0");
+ Assert.assertEquals("Tuple column name", tuple.getColName(),
+ "col-0");
+ Assert.assertEquals("Tuple column value", tuple.getColValue(),
+ "val-0-0");
+ tuple = HBaseTestHelper.getHBaseTuple("row0", "colfam0", "col-499");
+ Assert.assertNotNull("Tuple", tuple);
+ Assert.assertEquals("Tuple row", tuple.getRow(), "row0");
+ Assert.assertEquals("Tuple column family", tuple.getColFamily(),
+ "colfam0");
+ Assert.assertEquals("Tuple column name", tuple.getColName(),
+ "col-499");
+ Assert.assertEquals("Tuple column value", tuple.getColValue(),
+ "val-0-499");
+ } catch (Exception ex) {
+ logger.error(ex.getMessage());
+ assert false;
+ }
+ }
+
+ @SuppressWarnings("serial")
+ public static class TestHBaseAppendOperator extends
+ AbstractHBaseTransactionalAppendOutputOperator<HBaseTuple> {
+
+ @Override
+ public Append operationAppend(HBaseTuple t) {
+ Append append = new Append(t.getRow().getBytes());
+ append.add(t.getColFamily().getBytes(), t.getColName().getBytes(),
+ t.getColValue().getBytes());
+ return append;
+ }
+
+ }
+}
diff --git a/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalPutOperatorTest.java b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalPutOperatorTest.java
new file mode 100644
index 0000000..6b5d5e0
--- /dev/null
+++ b/contrib/src/test/java/com/datatorrent/contrib/hbase/HBaseTransactionalPutOperatorTest.java
@@ -0,0 +1,100 @@
+/*
+ * Copyright (c) 2013 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.contrib.hbase;
+
+import com.datatorrent.api.DAG;
+import com.datatorrent.api.LocalMode;
+import junit.framework.Assert;
+import org.apache.hadoop.hbase.client.Put;
+import org.junit.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+
+/**
+ *
+ */
+public class HBaseTransactionalPutOperatorTest {
+ private static final Logger logger = LoggerFactory
+ .getLogger(HBaseTransactionalPutOperatorTest.class);
+
+ public HBaseTransactionalPutOperatorTest() {
+ }
+
+ @Test
+ public void testPut() {
+ try {
+ HBaseTestHelper.startLocalCluster();
+ HBaseTestHelper.clearHBase();
+ LocalMode lma = LocalMode.newInstance();
+ DAG dag = lma.getDAG();
+
+ dag.setAttribute(DAG.APPLICATION_NAME, "HBasePutOperatorTest");
+ HBaseRowTupleGenerator rtg = dag.addOperator("tuplegenerator",
+ HBaseRowTupleGenerator.class);
+ TestHBasePutOperator thop = dag.addOperator("testhbaseput",
+ TestHBasePutOperator.class);
+ dag.addStream("ss", rtg.outputPort, thop.input);
+
+ thop.getStore().setTableName("table1");
+ thop.getStore().setZookeeperQuorum("127.0.0.1");
+ thop.getStore().setZookeeperClientPort(2181);
+
+ LocalMode.Controller lc = lma.getController();
+ lc.setHeartbeatMonitoringEnabled(false);
+ lc.run(30000);
+
+ HBaseTuple tuple = HBaseTestHelper.getHBaseTuple("row0", "colfam0",
+ "col-0");
+ Assert.assertNotNull("Tuple", tuple);
+ Assert.assertEquals("Tuple row", tuple.getRow(), "row0");
+ Assert.assertEquals("Tuple column family", tuple.getColFamily(),
+ "colfam0");
+ Assert.assertEquals("Tuple column name", tuple.getColName(),
+ "col-0");
+ Assert.assertEquals("Tuple column value", tuple.getColValue(),
+ "val-0-0");
+ tuple = HBaseTestHelper.getHBaseTuple("row499", "colfam0", "col-0");
+ Assert.assertNotNull("Tuple", tuple);
+ Assert.assertEquals("Tuple row", tuple.getRow(), "row499");
+ Assert.assertEquals("Tuple column family", tuple.getColFamily(),
+ "colfam0");
+ Assert.assertEquals("Tuple column name", tuple.getColName(),
+ "col-0");
+ Assert.assertEquals("Tuple column value", tuple.getColValue(),
+ "val-499-0");
+ } catch (Exception ex) {
+ ex.printStackTrace();
+ logger.error(ex.getMessage());
+ assert false;
+ }
+ }
+
+ @SuppressWarnings("serial")
+ public static class TestHBasePutOperator extends
+ AbstractHBaseTransactionalPutOutputOperator<HBaseTuple> {
+
+ @Override
+ public Put operationPut(HBaseTuple t) throws IOException {
+ Put put = new Put(t.getRow().getBytes());
+ put.add(t.getColFamily().getBytes(), t.getColName().getBytes(), t
+ .getColValue().getBytes());
+ return put;
+ }
+
+ }
+}
diff --git a/demos/pom.xml b/demos/pom.xml
index 22e7aae..7c8e466 100644
--- a/demos/pom.xml
+++ b/demos/pom.xml
@@ -5,7 +5,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-demos</artifactId>
@@ -16,21 +16,9 @@
<maven.deploy.skip>false</maven.deploy.skip>
<skipTests>true</skipTests>
</properties>
-
+
<dependencies>
<dependency>
- <groupId>${project.groupId}</groupId>
- <artifactId>dt-engine</artifactId>
- <version>${dt.framework.version}</version>
- <scope>runtime</scope>
- </dependency>
- <dependency>
- <groupId>${project.groupId}</groupId>
- <artifactId>malhar-library</artifactId>
- <version>${project.version}</version>
- <type>jar</type>
- </dependency>
- <dependency>
<!-- required by twitter demo -->
<groupId>org.twitter4j</groupId>
<artifactId>twitter4j-core</artifactId>
@@ -69,7 +57,7 @@
<version>1.1</version>
</dependency>
<dependency>
- <groupId> org.apache.hadoop</groupId>
+ <groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-mapreduce-client-core</artifactId>
<version>${hadoop.version}</version>
</dependency>
diff --git a/demos/src/main/java/com/datatorrent/demos/machinedata/data/AverageData.java b/demos/src/main/java/com/datatorrent/demos/machinedata/data/AverageData.java
index 226b03c..c9f5a33 100644
--- a/demos/src/main/java/com/datatorrent/demos/machinedata/data/AverageData.java
+++ b/demos/src/main/java/com/datatorrent/demos/machinedata/data/AverageData.java
@@ -15,6 +15,7 @@
*/
package com.datatorrent.demos.machinedata.data;
+
/**
* This class stores the value of sum and the count of values summed.
* <p>
@@ -26,7 +27,9 @@
public class AverageData
{
- private double sum;
+ private long cpu;
+ private long hdd;
+ private long ram;
private long count;
/**
@@ -34,40 +37,51 @@
*/
public AverageData()
{
- sum = 0;
- count = 0;
+
}
/**
* This constructor takes the value of sum and count and initialize the local attributes to corresponding values
*
- * @param sum
- * the value of sum
* @param count
* the value of count
*/
- public AverageData(double sum, long count)
+ public AverageData(long cpu,long hdd,long ram, long count)
{
- this.sum = sum;
+ this.cpu = cpu;
+ this.ram = ram;
+ this.hdd = hdd;
this.count = count;
}
- /**
- * This returns the value of sum
- * @return
- */
- public double getSum()
+ public long getCpu()
{
- return sum;
+ return cpu;
}
- /**
- * This method sets the value of sum
- * @param sum
- */
- public void setSum(double sum)
+ public void setCpu(long cpu)
{
- this.sum = sum;
+ this.cpu = cpu;
+ }
+
+ public long getHdd()
+ {
+ return hdd;
+ }
+
+ public void setHdd(long hdd)
+ {
+ this.hdd = hdd;
+ }
+
+ public long getRam()
+ {
+ return ram;
+ }
+
+ public void setRam(long ram)
+ {
+ this.ram = ram;
}
/**
diff --git a/demos/src/main/java/com/datatorrent/demos/machinedata/data/MachineInfo.java b/demos/src/main/java/com/datatorrent/demos/machinedata/data/MachineInfo.java
index 70885d9..f2648b7 100644
--- a/demos/src/main/java/com/datatorrent/demos/machinedata/data/MachineInfo.java
+++ b/demos/src/main/java/com/datatorrent/demos/machinedata/data/MachineInfo.java
@@ -102,7 +102,7 @@
/**
* This method sets the CPU% usage
*
- * @param hdd
+ * @param cpu
* the CPU% usage
*/
public void setCpu(int cpu)
@@ -123,7 +123,7 @@
/**
* This method sets the RAM% usage
*
- * @param hdd
+ * @param ram
* the RAM% usage
*/
public void setRam(int ram)
diff --git a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingOperator.java b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingOperator.java
index d1c1ab8..d4385f2 100644
--- a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingOperator.java
+++ b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingOperator.java
@@ -18,22 +18,22 @@
import com.datatorrent.api.BaseOperator;
import com.datatorrent.api.DefaultInputPort;
import com.datatorrent.api.DefaultOutputPort;
+
import com.datatorrent.demos.machinedata.data.MachineInfo;
import com.datatorrent.demos.machinedata.data.MachineKey;
import com.datatorrent.demos.machinedata.data.AverageData;
import com.datatorrent.demos.machinedata.data.ResourceType;
import com.datatorrent.lib.util.KeyHashValPair;
import com.datatorrent.lib.util.KeyValPair;
+
import com.google.common.collect.Maps;
import java.math.BigDecimal;
import java.text.DateFormat;
import java.text.SimpleDateFormat;
-import java.util.ArrayList;
import java.util.Calendar;
import java.util.Date;
import java.util.HashMap;
-import java.util.List;
import java.util.Map;
/**
@@ -46,7 +46,12 @@
public class MachineInfoAveragingOperator extends BaseOperator
{
- private Map<MachineKey, List<Map<String, AverageData>>> dataMap = new HashMap<MachineKey, List<Map<String, AverageData>>>();
+ public static final String CPU = "cpu";
+ public static final String RAM = "ram";
+ public static final String HDD = "hdd";
+ public static final String DAY = "day";
+
+ private transient Map<MachineKey, AverageData> dataMap = new HashMap<MachineKey, AverageData>();
public final transient DefaultOutputPort<KeyValPair<MachineKey, Map<String, String>>> outputPort = new DefaultOutputPort<KeyValPair<MachineKey, Map<String, String>>>();
@@ -55,15 +60,16 @@
private int threshold = 95;
private boolean genAlert;
- private transient DateFormat dateFormat = new SimpleDateFormat();
+ //private transient DateFormat dateFormat = new SimpleDateFormat();
/**
* Buffer all the tuples as is till end window gets called
*/
- public final transient DefaultInputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>> inputPort = new DefaultInputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>>() {
+ public final transient DefaultInputPort<KeyHashValPair<MachineKey, AverageData>> inputPort = new DefaultInputPort<KeyHashValPair<MachineKey, AverageData>>()
+ {
@Override
- public void process(KeyHashValPair<MachineKey, Map<String, AverageData>> tuple)
+ public void process(KeyHashValPair<MachineKey, AverageData> tuple)
{
addTuple(tuple);
}
@@ -71,6 +77,7 @@
/**
* This method returns the threshold value
+ *
* @return
*/
public int getThreshold()
@@ -79,7 +86,8 @@
}
/**
- * This method sets the threshold value. If the average usage for any Resource is above this for a given key, then the alert is sent
+ * This method sets the threshold value. If the average usage for any Resource is above this for a given key, then the alert is sent
+ *
* @param threshold the threshold value
*/
public void setThreshold(int threshold)
@@ -89,69 +97,52 @@
/**
* This adds the given tuple to the dataMap
+ *
* @param tuple input tuple
*/
- private void addTuple(KeyHashValPair<MachineKey, Map<String, AverageData>> tuple)
+ private void addTuple(KeyHashValPair<MachineKey, AverageData> tuple)
{
MachineKey key = tuple.getKey();
- List<Map<String, AverageData>> list = dataMap.get(key);
- if (list == null) {
- list = new ArrayList<Map<String, AverageData>>();
- dataMap.put(key, list);
- }
- list.add(tuple.getValue());
+ dataMap.put(key, tuple.getValue());
}
@Override
public void endWindow()
{
- for (Map.Entry<MachineKey, List<Map<String, AverageData>>> entry : dataMap.entrySet()) {
+ for (Map.Entry<MachineKey, AverageData> entry : dataMap.entrySet()) {
MachineKey key = entry.getKey();
- List<Map<String, AverageData>> list = entry.getValue();
-
- Map<ResourceType, AverageData> averageResultMap = Maps.newHashMap();
-
- for (Map<String, AverageData> map : list) {
- prepareAverageResult(map, ResourceType.CPU, averageResultMap);
- prepareAverageResult(map, ResourceType.RAM, averageResultMap);
- prepareAverageResult(map, ResourceType.HDD, averageResultMap);
- }
+ AverageData averageResultMap = entry.getValue();
Map<String, String> averageResult = Maps.newHashMap();
-
- for (Map.Entry<ResourceType, AverageData> dataEntry : averageResultMap.entrySet()) {
- ResourceType resourceType = dataEntry.getKey();
- double average = dataEntry.getValue().getSum() / dataEntry.getValue().getCount();
- averageResult.put(resourceType.toString(), average+"");
-
- if (average > threshold) {
- BigDecimal bd = new BigDecimal(average);
- bd = bd.setScale(2, BigDecimal.ROUND_HALF_UP);
- String stime = key.getDay()+key.getTimeKey();
- String skey = getKeyInfo(key);
-
- smtpAlert.emit(resourceType.toString().toUpperCase() + " alert at " + stime + " " + resourceType + " usage breached current usage: " + bd.doubleValue() + "% threshold: " + threshold + "%\n\n" + skey);
- }
- }
- averageResult.put("day", key.getDay().toString());
+ long count = averageResultMap.getCount();
+ double average = averageResultMap.getCpu() / count;
+ averageResult.put(CPU, average + "");
+ emitAlert(average, CPU, key);
+ average = averageResultMap.getHdd() / count;
+ averageResult.put(HDD, average + "");
+ emitAlert(average, HDD, key);
+ average = averageResultMap.getRam() / count;
+ averageResult.put(RAM, average + "");
+ emitAlert(average, RAM, key);
+ averageResult.put(DAY, key.getDay().toString());
outputPort.emit(new KeyValPair<MachineKey, Map<String, String>>(key, averageResult));
}
dataMap.clear();
}
- private void prepareAverageResult(Map<String, AverageData> map, ResourceType valueKey, Map<ResourceType, AverageData> averageResultMap)
+ private void emitAlert(double average, String resourceType, MachineKey key)
{
- AverageData average = averageResultMap.get(valueKey);
- if (average == null) {
- average = new AverageData(map.get(valueKey.toString()).getSum(), map.get(valueKey.toString()).getCount());
- averageResultMap.put(valueKey, average);
- } else {
- average.setSum(average.getSum() + map.get(valueKey.toString()).getSum());
- average.setCount(average.getCount() + map.get(valueKey.toString()).getCount());
+ if (average > threshold) {
+ BigDecimal bd = new BigDecimal(average);
+ bd = bd.setScale(2, BigDecimal.ROUND_HALF_UP);
+ String stime = key.getDay() + key.getTimeKey();
+ String skey = getKeyInfo(key);
+ smtpAlert.emit(resourceType.toUpperCase() + " alert at " + stime + " " + resourceType + " usage breached current usage: " + bd.doubleValue() + "% threshold: " + threshold + "%\n\n" + skey);
}
}
/**
* This method is used to artificially generate alerts
+ *
* @param genAlert
*/
public void setGenAlert(boolean genAlert)
@@ -165,7 +156,7 @@
DateFormat dayDateFormat = new SimpleDateFormat("dd");
String day = dayDateFormat.format(date);
- MachineKey alertKey = new MachineKey(timeKey,day);
+ MachineKey alertKey = new MachineKey(timeKey, day);
alertKey.setCustomer(1);
alertKey.setProduct(5);
alertKey.setOs(10);
@@ -186,6 +177,7 @@
/**
* This method returns the String for a given MachineKey instance
+ *
* @param key MachineKey instance that needs to be converted to string
* @return
*/
diff --git a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingPrerequisitesOperator.java b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingPrerequisitesOperator.java
index 64bdaaa..e6ef490 100644
--- a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingPrerequisitesOperator.java
+++ b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingPrerequisitesOperator.java
@@ -18,9 +18,11 @@
import com.datatorrent.api.BaseOperator;
import com.datatorrent.api.DefaultInputPort;
import com.datatorrent.api.DefaultOutputPort;
+
import com.datatorrent.demos.machinedata.data.MachineKey;
import com.datatorrent.demos.machinedata.data.MachineInfo;
import com.datatorrent.demos.machinedata.data.AverageData;
+import com.datatorrent.lib.math.Average;
import com.datatorrent.lib.util.KeyHashValPair;
import org.apache.commons.lang.mutable.MutableDouble;
@@ -39,44 +41,36 @@
{
// Aggregate sum of all values seen for a key.
- private Map<MachineKey, Map<String, MutableDouble>> sums = new HashMap<MachineKey, Map<String, MutableDouble>>();
+ private Map<MachineKey, AverageData> sums = new HashMap<MachineKey, AverageData>();
- // Count of number of values seen for key.
- private Map<MachineKey, MutableLong> counts = new HashMap<MachineKey, MutableLong>();
-
- public final transient DefaultOutputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>> outputPort = new DefaultOutputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>>(){
- public Unifier<KeyHashValPair<MachineKey,Map<String,AverageData>>> getUnifier() {
+ public final transient DefaultOutputPort<KeyHashValPair<MachineKey, AverageData>> outputPort = new DefaultOutputPort<KeyHashValPair<MachineKey, AverageData>>()
+ {
+ public Unifier<KeyHashValPair<MachineKey, AverageData>> getUnifier()
+ {
MachineInfoAveragingUnifier unifier = new MachineInfoAveragingUnifier();
return unifier;
- };
+ }
+
+ ;
};
- public transient DefaultInputPort<MachineInfo> inputPort = new DefaultInputPort<MachineInfo>() {
+ public transient DefaultInputPort<MachineInfo> inputPort = new DefaultInputPort<MachineInfo>()
+ {
@Override
public void process(MachineInfo tuple)
{
MachineKey key = tuple.getMachineKey();
-
- Map<String, MutableDouble> sumsMap = sums.get(key);
- if (sumsMap == null) {
- sumsMap = new HashMap<String, MutableDouble>();
- sumsMap.put("cpu", new MutableDouble(tuple.getCpu()));
- sumsMap.put("ram", new MutableDouble(tuple.getRam()));
- sumsMap.put("hdd", new MutableDouble(tuple.getHdd()));
- sums.put(key, sumsMap);
- } else {
- sumsMap.get("cpu").add(tuple.getCpu());
- sumsMap.get("ram").add(tuple.getRam());
- sumsMap.get("hdd").add(tuple.getHdd());
+ AverageData averageData = sums.get(key);
+ if (averageData == null) {
+ averageData = new AverageData(tuple.getCpu(), tuple.getHdd(), tuple.getRam(), 1);
+ sums.put(key, averageData);
}
-
- MutableLong count = counts.get(key);
- if (count == null) {
- count = new MutableLong(1);
- counts.put(key, count);
- } else {
- count.increment();
+ else {
+ averageData.setCpu(averageData.getCpu() + tuple.getCpu());
+ averageData.setRam(averageData.getRam() + tuple.getRam());
+ averageData.setHdd(averageData.getHdd() + tuple.getHdd());
+ averageData.setCount(averageData.getCount() + 1);
}
}
};
@@ -85,22 +79,12 @@
public void endWindow()
{
- for (Map.Entry<MachineKey, Map<String, MutableDouble>> entry : sums.entrySet()) {
-
- Map<String, MutableDouble> sumMap = entry.getValue();
- long count = counts.get(entry.getKey()).longValue();
-
- Map<String, AverageData> avg = new HashMap<String, AverageData>();
- avg.put("cpu", new AverageData(sumMap.get("cpu").doubleValue(), count));
- avg.put("ram", new AverageData(sumMap.get("ram").doubleValue(), count));
- avg.put("hdd", new AverageData(sumMap.get("hdd").doubleValue(), count));
-
+ for (Map.Entry<MachineKey, AverageData> entry : sums.entrySet()) {
if (outputPort.isConnected()) {
- outputPort.emit(new KeyHashValPair<MachineKey, Map<String, AverageData>>(entry.getKey(), avg));
+ outputPort.emit(new KeyHashValPair<MachineKey, AverageData>(entry.getKey(), entry.getValue()));
}
}
sums.clear();
- counts.clear();
}
}
diff --git a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingUnifier.java b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingUnifier.java
index 31ea98b..48e1d97 100644
--- a/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingUnifier.java
+++ b/demos/src/main/java/com/datatorrent/demos/machinedata/operator/MachineInfoAveragingUnifier.java
@@ -6,22 +6,22 @@
import com.datatorrent.api.DefaultOutputPort;
import com.datatorrent.api.Context.OperatorContext;
import com.datatorrent.api.Operator.Unifier;
+
import com.datatorrent.demos.machinedata.data.AverageData;
import com.datatorrent.demos.machinedata.data.MachineKey;
import com.datatorrent.lib.util.KeyHashValPair;
-
/**
* This class calculates the partial sum and count for a given key
* <p>MachineInfoAveragingUnifier class.</p>
*
* @since 0.9.0
*/
-public class MachineInfoAveragingUnifier implements Unifier<KeyHashValPair<MachineKey, Map<String, AverageData>>>
+public class MachineInfoAveragingUnifier implements Unifier<KeyHashValPair<MachineKey, AverageData>>
{
- private Map<MachineKey, Map<String, AverageData>> sums = new HashMap<MachineKey, Map<String, AverageData>>();
- public final transient DefaultOutputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>> outputPort = new DefaultOutputPort<KeyHashValPair<MachineKey, Map<String, AverageData>>>();
+ private Map<MachineKey, AverageData> sums = new HashMap<MachineKey, AverageData>();
+ public final transient DefaultOutputPort<KeyHashValPair<MachineKey, AverageData>> outputPort = new DefaultOutputPort<KeyHashValPair<MachineKey, AverageData>>();
@Override
public void beginWindow(long arg0)
@@ -33,11 +33,11 @@
@Override
public void endWindow()
{
- for (Map.Entry<MachineKey, Map<String, AverageData>> entry : sums.entrySet()) {
- outputPort.emit(new KeyHashValPair<MachineKey, Map<String, AverageData>>(entry.getKey(), entry.getValue()));
+ for (Map.Entry<MachineKey, AverageData> entry : sums.entrySet()) {
+ outputPort.emit(new KeyHashValPair<MachineKey, AverageData>(entry.getKey(), entry.getValue()));
}
sums.clear();
-
+
}
@Override
@@ -55,40 +55,20 @@
}
@Override
- public void process(KeyHashValPair<MachineKey, Map<String, AverageData>> arg0)
+ public void process(KeyHashValPair<MachineKey, AverageData> arg0)
{
MachineKey tupleKey = arg0.getKey();
- Map<String, AverageData> sumsMap = sums.get(tupleKey);
- Map<String, AverageData> tupleValue = arg0.getValue();
- if (sumsMap == null) {
+ AverageData averageData = sums.get(tupleKey);
+ AverageData tupleValue = arg0.getValue();
+ if (averageData == null) {
sums.put(tupleKey, tupleValue);
- } else {
- updateSum("cpu", sumsMap, tupleValue);
- updateSum("ram", sumsMap, tupleValue);
- updateSum("hdd", sumsMap, tupleValue);
}
-
- }
-
- /**
- * This method updates the sum and count for a given Resource key
- * @param resourceKey the resource key whose sum and count needs to be updated
- * @param sumsMap the map that stores the sum and count values
- * @param tupleMap the new tuple map that is added
- */
- private void updateSum(String resourceKey, Map<String, AverageData> sumsMap, Map<String, AverageData> tupleMap)
- {
- AverageData sumsAverageData = sumsMap.get(resourceKey);
- AverageData tupleAverageData = tupleMap.get(resourceKey);
- if (tupleAverageData != null) {
- if (sumsAverageData != null) {
- sumsAverageData.setCount(sumsAverageData.getCount() + tupleAverageData.getCount());
- sumsAverageData.setSum(sumsAverageData.getSum() + tupleAverageData.getSum());
- } else {
- sumsMap.put(resourceKey, tupleAverageData);
- }
+ else {
+ averageData.setCpu(averageData.getCpu() + tupleValue.getCpu());
+ averageData.setRam(averageData.getRam() + tupleValue.getRam());
+ averageData.setHdd(averageData.getHdd() + tupleValue.getHdd());
+ averageData.setCount(averageData.getCount() + tupleValue.getCount());
}
-
}
}
diff --git a/demos/src/main/java/com/datatorrent/demos/mobile/Application.java b/demos/src/main/java/com/datatorrent/demos/mobile/Application.java
index 3beb270..5c2f6bf 100644
--- a/demos/src/main/java/com/datatorrent/demos/mobile/Application.java
+++ b/demos/src/main/java/com/datatorrent/demos/mobile/Application.java
@@ -15,14 +15,12 @@
*/
package com.datatorrent.demos.mobile;
-import com.datatorrent.api.AttributeMap;
+import com.datatorrent.api.*;
import com.datatorrent.api.Context.OperatorContext;
import com.datatorrent.api.Context.PortContext;
-import com.datatorrent.api.DAG;
import com.datatorrent.api.DAG.Locality;
import com.datatorrent.api.annotation.ApplicationAnnotation;
-import com.datatorrent.api.DAGContext;
-import com.datatorrent.api.StreamingApplication;
+
import com.datatorrent.lib.io.ConsoleOutputOperator;
import com.datatorrent.lib.io.PubSubWebSocketInputOperator;
import com.datatorrent.lib.io.PubSubWebSocketOutputOperator;
@@ -36,6 +34,7 @@
import org.slf4j.LoggerFactory;
import java.net.URI;
+import java.util.Arrays;
import java.util.Random;
/**
@@ -159,8 +158,14 @@
movementGen.setRange(20);
movementGen.setThreshold(80);
dag.setAttribute(movementGen, OperatorContext.INITIAL_PARTITION_COUNT, 2);
- dag.setAttribute(movementGen, OperatorContext.PARTITION_TPS_MIN, 10000);
- dag.setAttribute(movementGen, OperatorContext.PARTITION_TPS_MAX, 30000);
+ //dag.setAttribute(movementGen, OperatorContext.PARTITION_TPS_MIN, 10000);
+ //dag.setAttribute(movementGen, OperatorContext.PARTITION_TPS_MAX, 30000);
+ ThroughputBasedPartitioner<PhoneMovementGenerator> partitioner = new ThroughputBasedPartitioner<PhoneMovementGenerator>();
+ partitioner.setCooldownMillis(90000);
+ partitioner.setMaximumThroughput(30000);
+ partitioner.setMinimumThroughput(10000);
+ dag.setAttribute(movementGen,OperatorContext.STATS_LISTENERS, Arrays.asList(new StatsListener[]{partitioner}));
+ dag.setAttribute(movementGen,OperatorContext.PARTITIONER, partitioner);
dag.setInputPortAttribute(movementGen.data, PortContext.QUEUE_CAPACITY, 32 * 1024);
// default partitioning: first connected stream to movementGen will be partitioned
@@ -202,7 +207,7 @@
movementGen.phone_register.add(5556101);
ConsoleOutputOperator out = dag.addOperator("phoneLocationQueryResult", new ConsoleOutputOperator());
out.setStringFormat("phoneLocationQueryResult" + ": %s");
- dag.addStream("consoledata", movementGen.locationQueryResult, out.input).setLocality(Locality.CONTAINER_LOCAL);
+ dag.addStream("consoledata", movementGen.locationQueryResult, out.input);
}
}
diff --git a/demos/src/main/java/com/datatorrent/demos/mobile/ThroughputBasedPartitioner.java b/demos/src/main/java/com/datatorrent/demos/mobile/ThroughputBasedPartitioner.java
new file mode 100644
index 0000000..fb756af
--- /dev/null
+++ b/demos/src/main/java/com/datatorrent/demos/mobile/ThroughputBasedPartitioner.java
@@ -0,0 +1,197 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.demos.mobile;
+
+import java.io.Serializable;
+import java.util.*;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.google.common.collect.Sets;
+
+import com.datatorrent.api.DefaultPartition;
+import com.datatorrent.api.Operator;
+import com.datatorrent.api.Partitioner;
+import com.datatorrent.api.StatsListener;
+
+/**
+ * This does the partition of the operator based on the throughput.
+ * The max and min throughput can be controlled by the properties
+ *
+ * </br>
+ * <b>maximumEvents:</b> The maximum throughput above which the operator will be repartitioned</br>
+ * <b>minimumEvents:</b> The minimum throughput below which the operators will be merged</br>
+ * <b>cooldownMillis:</b> The time for the operators to stabilize before next partitioning if required</br>
+ * <b></b></br>
+ *
+ * @since 1.0.2
+ */
+public class ThroughputBasedPartitioner<T extends Operator> implements StatsListener, Partitioner<T>, Serializable
+{
+ private long maximumEvents;
+ private long minimumEvents;
+ private long cooldownMillis = 2000;
+ private long nextMillis;
+ private long partitionNextMillis;
+
+ @Override
+ public Response processStats(BatchedOperatorStats stats)
+ {
+ Response response = new Response();
+ response.repartitionRequired = false;
+ if (!partitionedInstanceStatus.containsKey(stats.getOperatorId())) {
+ return response;
+ }
+ partitionedInstanceStatus.put(stats.getOperatorId(), stats);
+ if (System.currentTimeMillis() > nextMillis) {
+ if (stats.getTuplesProcessedPSMA() < minimumEvents || stats.getTuplesProcessedPSMA() > maximumEvents) {
+ response.repartitionRequired = true;
+ logger.debug("setting repartition to true");
+ }
+ nextMillis = System.currentTimeMillis() + cooldownMillis;
+ }
+ return response;
+ }
+
+ @Override
+ public Collection<Partition<T>> definePartitions(Collection<Partition<T>> partitions, int incrementalCapacity)
+ {
+ if (partitionedInstanceStatus == null || partitionedInstanceStatus.isEmpty()) {
+ // first call
+ // trying to give initial stability before sending the repartition call
+ if (partitionedInstanceStatus == null) {
+ partitionedInstanceStatus = new HashMap<Integer, BatchedOperatorStats>();
+ }
+ partitionNextMillis = System.currentTimeMillis() + 2 * cooldownMillis;
+ nextMillis = partitionNextMillis;
+ return null;
+ }
+ else {
+ // repartition call
+ logger.debug("repartition call for phone movement operator");
+ if (System.currentTimeMillis() < partitionNextMillis) {
+ return partitions;
+ }
+ BatchedOperatorStats stats;
+ List<Partition<T>> newPartitions = new ArrayList<Partition<T>>();
+ HashMap<Integer, Partition<T>> lowLoadPartitions = new HashMap<Integer, Partition<T>>();
+ for (Partition<T> p : partitions) {
+ int load = 0;
+ stats = p.getStats();
+ if (stats.getTuplesProcessedPSMA() > maximumEvents) {
+ load = 1;
+ }
+ else if (stats.getTuplesProcessedPSMA() < minimumEvents) {
+ load = -1;
+ }
+ if (load < 0) {
+ // combine neighboring underutilized partitions
+ PartitionKeys pks = p.getPartitionKeys().values().iterator().next(); // one port partitioned
+ for (int partitionKey : pks.partitions) {
+ // look for the sibling partition by excluding leading bit
+ int reducedMask = pks.mask >>> 1;
+ String lookupKey = Integer.valueOf(reducedMask) + "-" + Integer.valueOf(partitionKey & reducedMask);
+ logger.debug("pks {} lookupKey {}", pks, lookupKey);
+ Partition<T> siblingPartition = lowLoadPartitions.remove(partitionKey & reducedMask);
+ if (siblingPartition == null) {
+ lowLoadPartitions.put(partitionKey & reducedMask, p);
+ }
+ else {
+ // both of the partitions are low load, combine
+ PartitionKeys newPks = new PartitionKeys(reducedMask, Sets.newHashSet(partitionKey & reducedMask));
+ // put new value so the map gets marked as modified
+ Operator.InputPort<?> port = siblingPartition.getPartitionKeys().keySet().iterator().next();
+ siblingPartition.getPartitionKeys().put(port, newPks);
+ // add as new partition
+ newPartitions.add(siblingPartition);
+ //LOG.debug("partition keys after merge {}", siblingPartition.getPartitionKeys());
+ }
+ }
+ }
+ else if (load > 0) {
+ // split bottlenecks
+ Map<Operator.InputPort<?>, PartitionKeys> keys = p.getPartitionKeys();
+ Map.Entry<Operator.InputPort<?>, PartitionKeys> e = keys.entrySet().iterator().next();
+
+ final int newMask;
+ final Set<Integer> newKeys;
+
+ if (e.getValue().partitions.size() == 1) {
+ // split single key
+ newMask = (e.getValue().mask << 1) | 1;
+ int key = e.getValue().partitions.iterator().next();
+ int key2 = (newMask ^ e.getValue().mask) | key;
+ newKeys = Sets.newHashSet(key, key2);
+ }
+ else {
+ // assign keys to separate partitions
+ newMask = e.getValue().mask;
+ newKeys = e.getValue().partitions;
+ }
+
+ for (int key : newKeys) {
+ Partition<T> newPartition = new DefaultPartition<T>(p.getPartitionedInstance());
+ newPartition.getPartitionKeys().put(e.getKey(), new PartitionKeys(newMask, Sets.newHashSet(key)));
+ newPartitions.add(newPartition);
+ }
+ }
+ else {
+ // leave unchanged
+ newPartitions.add(p);
+ }
+ }
+ // put back low load partitions that could not be combined
+ newPartitions.addAll(lowLoadPartitions.values());
+ partitionNextMillis = System.currentTimeMillis() + cooldownMillis;
+ return newPartitions;
+
+ }
+ }
+
+ @Override
+ public void partitioned(Map<Integer, Partition<T>> partitions)
+ {
+ logger.debug("Partitioned Map: {}", partitions);
+ partitionedInstanceStatus.clear();
+ for (Map.Entry<Integer, Partition<T>> entry : partitions.entrySet()) {
+ if (partitionedInstanceStatus.containsKey(entry.getKey())) {
+ }
+ else {
+ partitionedInstanceStatus.put(entry.getKey(), null);
+ }
+ }
+ }
+
+ public void setMaximumThroughput(long maxEvents)
+ {
+ maximumEvents = maxEvents;
+ }
+
+ public void setMinimumThroughput(long minEvents)
+ {
+ minimumEvents = minEvents;
+ }
+
+ public void setCooldownMillis(long millis)
+ {
+ cooldownMillis = millis;
+ }
+
+ private transient HashMap<Integer, BatchedOperatorStats> partitionedInstanceStatus = new HashMap<Integer, BatchedOperatorStats>();
+
+ private static final Logger logger = LoggerFactory.getLogger(ThroughputBasedPartitioner.class);
+}
diff --git a/demos/src/main/java/com/datatorrent/demos/pi/Application.java b/demos/src/main/java/com/datatorrent/demos/pi/Application.java
index c85fce8..c9199bf 100644
--- a/demos/src/main/java/com/datatorrent/demos/pi/Application.java
+++ b/demos/src/main/java/com/datatorrent/demos/pi/Application.java
@@ -71,7 +71,7 @@
*
* @since 0.3.2
*/
-@ApplicationAnnotation(name="PiCalculatorUsingCustomOperatorDemo")
+@ApplicationAnnotation(name="PiDemo")
public class Application implements StreamingApplication
{
private final Locality locality = null;
diff --git a/demos/src/main/java/com/datatorrent/demos/pi/ApplicationWithScript.java b/demos/src/main/java/com/datatorrent/demos/pi/ApplicationWithScript.java
index 0cd96f4..ad92fb2 100644
--- a/demos/src/main/java/com/datatorrent/demos/pi/ApplicationWithScript.java
+++ b/demos/src/main/java/com/datatorrent/demos/pi/ApplicationWithScript.java
@@ -75,7 +75,7 @@
*
* @since 0.3.2
*/
-@ApplicationAnnotation(name="PiCalculatorUsingScriptOperatorDemo")
+@ApplicationAnnotation(name="PiJavaScriptDemo")
public class ApplicationWithScript implements StreamingApplication
{
diff --git a/demos/src/main/java/com/datatorrent/demos/pi/Calculator.java b/demos/src/main/java/com/datatorrent/demos/pi/Calculator.java
index bcb5c11..dfe535f 100644
--- a/demos/src/main/java/com/datatorrent/demos/pi/Calculator.java
+++ b/demos/src/main/java/com/datatorrent/demos/pi/Calculator.java
@@ -37,7 +37,7 @@
*
* @since 0.3.2
*/
-@ApplicationAnnotation(name="PiCalculatorUsingLibraryOperatorsDemo")
+@ApplicationAnnotation(name="PiLibraryDemo")
public class Calculator implements StreamingApplication
{
private final Locality locality = null;
diff --git a/demos/src/main/java/com/datatorrent/demos/twitter/TwitterDumpHBaseApplication.java b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterDumpHBaseApplication.java
index fd3bf40..f29688c 100644
--- a/demos/src/main/java/com/datatorrent/demos/twitter/TwitterDumpHBaseApplication.java
+++ b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterDumpHBaseApplication.java
@@ -36,9 +36,9 @@
/**
* An application which connects to Twitter Sample Input and stores all the
* tweets with their usernames in a hbase database. Please review the docs
- * for TwitterTopCounterApplication to setup your twitter credentials.
+ * for TwitterTopCounterApplication to setup your twitter credentials.
*
- * You need to create the HBase table to run this demo. Table name can be
+ * You need to create the HBase table to run this demo. Table name can be
* configured but columnfamily must be 'cf' to make this demo simple and complied
* with the mysql based demo.
* create 'tablename', 'cf'
diff --git a/demos/src/main/java/com/datatorrent/demos/twitter/TwitterStatusHashtagExtractor.java b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterStatusHashtagExtractor.java
new file mode 100644
index 0000000..0dcb25b
--- /dev/null
+++ b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterStatusHashtagExtractor.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.demos.twitter;
+
+import twitter4j.HashtagEntity;
+import twitter4j.Status;
+
+import com.datatorrent.api.BaseOperator;
+import com.datatorrent.api.DefaultInputPort;
+import com.datatorrent.api.DefaultOutputPort;
+
+/**
+ * <p>TwitterStatusHashtagExtractor class.</p>
+ *
+ * @since 1.0.2
+ */
+public class TwitterStatusHashtagExtractor extends BaseOperator
+{
+ public final transient DefaultOutputPort<String> hashtags = new DefaultOutputPort<String>();
+ public final transient DefaultInputPort<Status> input = new DefaultInputPort<Status>()
+ {
+ @Override
+ public void process(Status status)
+ {
+ HashtagEntity[] entities = status.getHashtagEntities();
+ if (entities != null) {
+ for (HashtagEntity he : entities) {
+ if (he != null) {
+ hashtags.emit(he.getText());
+ }
+ }
+ }
+ }
+
+ };
+}
diff --git a/demos/src/main/java/com/datatorrent/demos/twitter/TwitterTrendingHashtagsApplication.java b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterTrendingHashtagsApplication.java
new file mode 100644
index 0000000..13fa0e4
--- /dev/null
+++ b/demos/src/main/java/com/datatorrent/demos/twitter/TwitterTrendingHashtagsApplication.java
@@ -0,0 +1,195 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.demos.twitter;
+
+import java.net.URI;
+
+import org.apache.commons.lang.StringUtils;
+import org.apache.hadoop.conf.Configuration;
+
+import com.datatorrent.lib.algo.UniqueCounter;
+import com.datatorrent.lib.io.ConsoleOutputOperator;
+import com.datatorrent.lib.io.PubSubWebSocketOutputOperator;
+
+import com.datatorrent.contrib.twitter.TwitterSampleInput;
+
+import com.datatorrent.api.DAG;
+import com.datatorrent.api.DAG.Locality;
+import com.datatorrent.api.Operator.InputPort;
+import com.datatorrent.api.StreamingApplication;
+import com.datatorrent.api.annotation.ApplicationAnnotation;
+
+import com.datatorrent.demos.rollingtopwords.WindowedTopCounter;
+
+/**
+ * Twitter Demo Application: <br>
+ * This demo application samples random public status from twitter, send to Hashtag
+ * extractor. <br>
+ * Top 10 Hashtag(s) mentioned in tweets in last 5 mins are displayed on every
+ * window count (500ms).<br>
+ * <br>
+ *
+ * Real Time Calculation :<br>
+ * This application calculates top 10 Hashtag mentioned in tweets in last 5
+ * minutes across a 1% random tweet sampling on a rolling window basis.<br>
+ * <br>
+ * Before running this application, you need to have a <a href="https://dev.twitter.com/apps">Twitter API account</a>
+ * and configure the authentication. For launch from CLI, those go into ~/.dt/dt-site.xml:
+ * <pre>
+ * {@code
+ * <?xml version="1.0" encoding="UTF-8"?>
+ * <?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+ * <configuration>
+ *
+ * <property> <name>dt.operator.TweetSampler.prop.consumerKey</name>
+ * <value>TBD</value> </property>
+ *
+ * <property> <name>dt.operator.TweetSampler.prop.consumerSecret</name>
+ * <value>TBD</value> </property>
+ *
+ * <property> <name>dt.operator.TweetSampler.prop.accessToken</name>
+ * <value>TBD</value> </property>
+ *
+ * <property> <name>dt.operator.TweetSampler.prop.accessTokenSecret</name>
+ * <value>TBD</value> </property>
+ * </configuration>
+ * }
+ * </pre>
+ * Custom Attributes: <br>
+ * <b>topCounts operator : <b>
+ * <ul>
+ * <li>Top Count : 10, number of top unique Hashtag to be reported.</li>
+ * <li>Sliding window count : 600, report over last 5 min (600 * .5 / 60 mins)</li>
+ * <li>window slide value : 1</li>
+ * </ul>
+ * <p>
+ * Running Java Test or Main app in IDE:
+ *
+ * <pre>
+ * LocalMode.runApp(new Application(), 600000); // 10 min run
+ * </pre>
+ *
+ * Run Success : <br>
+ * For successful deployment and run, user should see similar output on console as below:
+ *
+ * <pre>
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * topHashtags: {"string": "{\"gameinsight\":\"12\",\"android\":\"8\",\"WotaJKT48alay\":\"12\",\"TernyataJKT48CyberItuForoumSampah\":\"8\",\"NHL15Subban\":\"30\",\"JKT48CYBERKeracunanCUKRIK\":\"8\",\"verifydjzoodel\":\"59\",\"androidgames\":\"9\",\"مع_الله\":\"10\",\"Jct48cyberTAIBABI\":\"10\"}"}
+ * 2013-06-17 14:38:55,201 [main] INFO stram.StramLocalCluster run - Application finished.
+ * 2013-06-17 14:38:55,201 [container-2] INFO stram.StramChild processHeartbeatResponse - Received shutdown request
+ * </pre>
+ *
+ * Scaling Options : <br>
+ * User can scale application by setting intial partition size > 1 on count
+ * unique operator. <br>
+ * <br>
+ *
+ * Application DAG : <br>
+ * <img src="doc-files/Application.gif" width=600px > <br>
+ * <br>
+ *
+ * Streaming Window Size : 500ms(default) <br>
+ * Operator Details : <br>
+ * <ul>
+ * <li><b>The twitterFeed operator : </b> This operator samples random public
+ * statues from twitter and emits to application. <br>
+ * Class : com.datatorrent.demos.twitter.TwitterSampleInput <br>
+ * StateFull : No, window count 1 <br>
+ * </li>
+ * <li><b>The HashtagExtractor operator : </b> This operator extracts Hashtag from
+ * random sampled statues from twitter. <br>
+ * Class : {@link com.datatorrent.demos.twitter.TwitterStatusHashtagExtractor} <br>
+ * StateFull : No, window count 1 <br>
+ * </li>
+ * <li><b>The uniqueCounter operator : </b> This operator aggregates count for each
+ * Hashtag extracted from random samples. <br>
+ * Class : {@link com.datatorrent.lib.algo.UniqueCounter} <br>
+ * StateFull : No, window count 1 <br>
+ * </li>
+ * <li><b> The topCounts operator : </b> This operator caluculates top Hashtag in last 1
+ * min sliding window count 1. <br>
+ * Class : com.datatorrent.lib.algo.WindowedTopCounter <br>
+ * StateFull : Yes, sliding window count 120 (1 min) <br>
+ * </li>
+ * <li><b>The operator Console: </b> This operator just outputs the input tuples
+ * to the console (or stdout). <br>
+ * </li>
+ * </ul>
+ *
+ * @since 1.0.2
+ */
+@ApplicationAnnotation(name="TwitterTrendingDemo")
+public class TwitterTrendingHashtagsApplication implements StreamingApplication
+{
+ private final Locality locality = null;
+
+ private InputPort<Object> consoleOutput(DAG dag, String operatorName)
+ {
+ String gatewayAddress = dag.getValue(DAG.GATEWAY_CONNECT_ADDRESS);
+ if (!StringUtils.isEmpty(gatewayAddress)) {
+ URI uri = URI.create("ws://" + gatewayAddress + "/pubsub");
+ String topic = "demos.twitter." + operatorName;
+ //LOG.info("WebSocket with gateway at: {}", gatewayAddress);
+ PubSubWebSocketOutputOperator<Object> wsOut = dag.addOperator(operatorName, new PubSubWebSocketOutputOperator<Object>());
+ wsOut.setUri(uri);
+ wsOut.setTopic(topic);
+ return wsOut.input;
+ }
+ ConsoleOutputOperator operator = dag.addOperator(operatorName, new ConsoleOutputOperator());
+ operator.setStringFormat(operatorName + ": %s");
+ return operator.input;
+ }
+
+ @Override
+ public void populateDAG(DAG dag, Configuration conf)
+ {
+ dag.setAttribute(DAG.APPLICATION_NAME, "TwitterTrendingHashtagsApplication");
+
+ // Setup the operator to get the data from twitter sample stream injected into the system.
+ TwitterSampleInput twitterFeed = new TwitterSampleInput();
+ twitterFeed = dag.addOperator("TweetSampler", twitterFeed);
+
+ // Setup the operator to get the Hashtags extracted from the twitter statuses
+ TwitterStatusHashtagExtractor HashtagExtractor = dag.addOperator("HashtagExtractor", TwitterStatusHashtagExtractor.class);
+
+ // Setup a node to count the unique Hashtags within a window.
+ UniqueCounter<String> uniqueCounter = dag.addOperator("UniqueHashtagCounter", new UniqueCounter<String>());
+
+ // Get the aggregated Hashtag counts and count them over last 5 mins.
+ WindowedTopCounter<String> topCounts = dag.addOperator("TopCounter", new WindowedTopCounter<String>());
+ topCounts.setTopCount(10);
+ topCounts.setSlidingWindowWidth(600, 1);
+
+ // Feed the statuses from feed into the input of the Hashtag extractor.
+ dag.addStream("TweetStream", twitterFeed.status, HashtagExtractor.input).setLocality(Locality.CONTAINER_LOCAL);
+ // Start counting the Hashtags coming out of Hashtag extractor
+ dag.addStream("TwittedHashtags", HashtagExtractor.hashtags, uniqueCounter.data).setLocality(locality);
+ // Count unique Hashtags
+ dag.addStream("UniqueHashtagCounts", uniqueCounter.count, topCounts.input).setLocality(locality);
+ // Count top 10
+ dag.addStream("TopHashtags", topCounts.output, consoleOutput(dag, "topHashtags")).setLocality(locality);
+
+ }
+
+}
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/Application.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/Application.java
index 775f411..9bfe29b 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/Application.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/Application.java
@@ -32,6 +32,8 @@
* PartitionableUniqueCount operator initially partitioned into three partitions to
* test unifier functionality, and output of the operator is sent to verifier to verify
* that it generates correct result.
+ *
+ * @since 1.0.2
*/
@ApplicationAnnotation(name="UniqueValueCountDemo")
public class Application implements StreamingApplication
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/CountVerifier.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/CountVerifier.java
index 4c98b55..b04d6ec 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/CountVerifier.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/CountVerifier.java
@@ -28,6 +28,11 @@
/*
Compare results and print non-matching values to console.
*/
+/**
+ * <p>CountVerifier class.</p>
+ *
+ * @since 1.0.2
+ */
public class CountVerifier<K> implements Operator
{
HashMap<K, Integer> map1 = new HashMap<K, Integer>();
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomDataGenerator.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomDataGenerator.java
index fc5f053..98f2879 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomDataGenerator.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomDataGenerator.java
@@ -26,6 +26,8 @@
/**
* Generate random Key value pairs.
* key is string and value is int, it emits the pair as KeyValPair on outPort,
+ *
+ * @since 1.0.2
*/
public class RandomDataGenerator implements InputOperator
{
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeyValues.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeyValues.java
index 2cb5c39..75a9a80 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeyValues.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeyValues.java
@@ -29,6 +29,7 @@
* Input port operator for generating random values on keys. <br>
* Key(s) : key + integer in range between 0 and numKeys <br>
* Value(s) : integer in range of 0 to numValuesPerKeys <br>
+ *
* @since 0.9.3
*/
public class RandomKeyValues implements InputOperator
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeysGenerator.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeysGenerator.java
index 4911607..16e34bf 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeysGenerator.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/RandomKeysGenerator.java
@@ -27,6 +27,11 @@
/*
Generate random keys.
*/
+/**
+ * <p>RandomKeysGenerator class.</p>
+ *
+ * @since 1.0.2
+ */
public class RandomKeysGenerator implements InputOperator
{
diff --git a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/UniqueKeyValCountDemo.java b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/UniqueKeyValCountDemo.java
index 4cf5179..9b442e6 100644
--- a/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/UniqueKeyValCountDemo.java
+++ b/demos/src/main/java/com/datatorrent/demos/uniquecountdemo/UniqueKeyValCountDemo.java
@@ -24,6 +24,11 @@
import com.datatorrent.lib.util.KeyValPair;
import org.apache.hadoop.conf.Configuration;
+/**
+ * <p>UniqueKeyValCountDemo class.</p>
+ *
+ * @since 1.0.2
+ */
@ApplicationAnnotation(name="UniqueKeyValueCountDemo")
public class UniqueKeyValCountDemo implements StreamingApplication
{
diff --git a/library/pom.xml b/library/pom.xml
index c6d1ca2..22ca16b 100644
--- a/library/pom.xml
+++ b/library/pom.xml
@@ -6,7 +6,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-library</artifactId>
@@ -109,37 +109,6 @@
<version>1.5.0</version>
</dependency>
<dependency>
- <groupId>${project.groupId}</groupId>
- <artifactId>dt-api</artifactId>
- <version>${dt.framework.version}</version>
- <exclusions>
- <exclusion>
- <groupId>org.mortbay.jetty</groupId>
- <artifactId>jetty</artifactId>
- </exclusion>
- <exclusion>
- <groupId>org.mortbay.jetty</groupId>
- <artifactId>jetty-util</artifactId>
- </exclusion>
- <exclusion>
- <groupId>org.codehaus.jackson</groupId>
- <artifactId>jackson-core-asl</artifactId>
- </exclusion>
- <exclusion>
- <groupId>org.codehaus.jackson</groupId>
- <artifactId>jackson-mapper-asl</artifactId>
- </exclusion>
- <exclusion>
- <groupId>org.codehaus.jackson</groupId>
- <artifactId>jackson-jaxrs</artifactId>
- </exclusion>
- <exclusion>
- <groupId>org.codehaus.jackson</groupId>
- <artifactId>jackson-xc</artifactId>
- </exclusion>
- </exclusions>
- </dependency>
- <dependency>
<groupId>com.sun.jersey</groupId>
<artifactId>jersey-client</artifactId>
<version>${jersey.version}</version>
diff --git a/library/src/main/java/com/datatorrent/lib/algo/PartitionableUniqueCount.java b/library/src/main/java/com/datatorrent/lib/algo/PartitionableUniqueCount.java
index c716928..dcac587 100644
--- a/library/src/main/java/com/datatorrent/lib/algo/PartitionableUniqueCount.java
+++ b/library/src/main/java/com/datatorrent/lib/algo/PartitionableUniqueCount.java
@@ -25,6 +25,11 @@
import java.util.HashMap;
import java.util.Map;
+/**
+ * <p>PartitionableUniqueCount class.</p>
+ *
+ * @since 1.0.2
+ */
public class PartitionableUniqueCount<K> extends BaseUniqueKeyCounter<K>
{
diff --git a/library/src/main/java/com/datatorrent/lib/bucket/BucketManager.java b/library/src/main/java/com/datatorrent/lib/bucket/BucketManager.java
index dfecf1d..4d40003 100644
--- a/library/src/main/java/com/datatorrent/lib/bucket/BucketManager.java
+++ b/library/src/main/java/com/datatorrent/lib/bucket/BucketManager.java
@@ -21,8 +21,9 @@
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
-import com.datatorrent.api.Context;
-import java.io.Serializable;
+import org.apache.commons.lang.mutable.MutableLong;
+
+import com.datatorrent.lib.counters.BasicCounters;
/**
* <p>
@@ -116,7 +117,7 @@
* Adds the event to the un-written section of the bucket corresponding to the bucket key.
*
* @param bucketKey key of the bucket.
- * @param event new event.
+ * @param event new event.
*/
void newEvent(long bucketKey, T event);
@@ -142,22 +143,23 @@
*/
BucketManager<T> cloneWithProperties();
- void setBucketCounters(@Nonnull BucketCounters stats);
+ void setBucketCounters(@Nonnull BasicCounters<MutableLong> stats);
/**
* Collects the un-written events of all the old managers and distributes the data to the new managers.<br/>
* The partition to which an event belongs to depends on the event key.
* <pre><code>partition = eventKey.hashCode() & partitionMask</code></pre>
*
- * @param oldManagers {@link BucketManager}s of all old partitions.
+ * @param oldManagers {@link BucketManager}s of all old partitions.
* @param partitionKeysToManagers mapping of partition keys to {@link BucketManager}s of new partitions.
- * @param partitionMask partition mask to find which partition an event belongs to.
+ * @param partitionMask partition mask to find which partition an event belongs to.
*/
void definePartitions(List<BucketManager<T>> oldManagers, Map<Integer, BucketManager<T>> partitionKeysToManagers,
- int partitionMask);
+ int partitionMask);
/**
* Callback interface for {@link BucketManager} for load and off-load operations.
+ *
* @param <T> Type of the values which can be bucketed.
*/
public static interface Listener<T extends Bucketable>
@@ -179,58 +181,10 @@
}
- public static class BucketCounters implements Context.Counters, Serializable
+ public static enum CounterKeys
{
- protected int numBucketsInMemory;
- protected int numEvictedBuckets;
- protected int numDeletedBuckets;
- protected long numEventsCommittedPerWindow;
- protected long numEventsInMemory;
- protected long numIgnoredEvents;
- protected long low;
- protected long high;
- public int getNumBucketsInMemory()
- {
- return numBucketsInMemory;
- }
-
- public int getNumEvictedBuckets()
- {
- return numEvictedBuckets;
- }
-
- public int getNumDeletedBuckets()
- {
- return numDeletedBuckets;
- }
-
- public long getNumEventsCommittedPerWindow()
- {
- return numEventsCommittedPerWindow;
- }
-
- public long getNumEventsInMemory()
- {
- return numEventsInMemory;
- }
-
- public long getNumIgnoredEvents()
- {
- return numIgnoredEvents;
- }
-
- public long getLow()
- {
- return low;
- }
-
- public long getHigh()
- {
- return high;
- }
-
- private static final long serialVersionUID = 201405191248L;
+ BUCKETS_IN_MEMORY, EVICTED_BUCKETS, DELETED_BUCKETS, EVENTS_COMMITTED_LAST_WINDOW,
+ EVENTS_IN_MEMORY
}
-
}
diff --git a/library/src/main/java/com/datatorrent/lib/bucket/BucketManagerImpl.java b/library/src/main/java/com/datatorrent/lib/bucket/BucketManagerImpl.java
index bcb4e12..3bcc5e5 100644
--- a/library/src/main/java/com/datatorrent/lib/bucket/BucketManagerImpl.java
+++ b/library/src/main/java/com/datatorrent/lib/bucket/BucketManagerImpl.java
@@ -28,6 +28,7 @@
import javax.annotation.Nonnull;
import javax.validation.constraints.Min;
+import org.apache.commons.lang.mutable.MutableLong;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@@ -37,6 +38,7 @@
import com.google.common.collect.Sets;
import com.datatorrent.common.util.DTThrowable;
+import com.datatorrent.lib.counters.BasicCounters;
/**
* A {@link BucketManager} implementation.
@@ -105,7 +107,13 @@
private transient final Lock lock;
@Nonnull
private transient final MinMaxPriorityQueue<Bucket<T>> bucketHeap;
- protected transient BucketCounters bucketCounters;
+
+ protected transient boolean count;
+ protected transient MutableLong numBucketsInMemory;
+ protected transient MutableLong numEvictedBuckets;
+ protected transient MutableLong numDeletedBuckets;
+ protected transient MutableLong numEventsCommittedLastWindow;
+ protected transient MutableLong numEventsInMemory;
public BucketManagerImpl()
{
@@ -181,10 +189,23 @@
this.writeEventKeysOnly = writeEventKeysOnly;
}
- @Nonnull
- public void setBucketCounters(@Nonnull BucketCounters bucketCounters)
+ @Override
+ public void setBucketCounters(@Nonnull BasicCounters<MutableLong> bucketCounters)
{
- this.bucketCounters = bucketCounters;
+ try {
+ numBucketsInMemory = bucketCounters.findCounter(CounterKeys.BUCKETS_IN_MEMORY);
+ numEvictedBuckets = bucketCounters.findCounter(CounterKeys.EVICTED_BUCKETS);
+ numDeletedBuckets = bucketCounters.findCounter(CounterKeys.DELETED_BUCKETS);
+ numEventsCommittedLastWindow = bucketCounters.findCounter(CounterKeys.EVENTS_COMMITTED_LAST_WINDOW);
+ numEventsInMemory = bucketCounters.findCounter(CounterKeys.EVENTS_IN_MEMORY);
+ count = true;
+ }
+ catch (IllegalAccessException e) {
+ throw new RuntimeException(e);
+ }
+ catch (InstantiationException e) {
+ throw new RuntimeException(e);
+ }
}
@Override
@@ -227,9 +248,9 @@
listener.bucketOffLoaded(oldBucket.bucketKey);
bucketStore.deleteBucket(bucketIdx);
- if (bucketCounters != null) {
- bucketCounters.numDeletedBuckets++;
- bucketCounters.numBucketsInMemory--;
+ if (count) {
+ numDeletedBuckets.increment();
+ numBucketsInMemory.decrement();
numEventsRemoved += oldBucket.countOfUnwrittenEvents() + oldBucket.countOfWrittenEvents();
}
logger.debug("deleted bucket {} {}", oldBucket.bucketKey, bucketIdx);
@@ -261,9 +282,9 @@
evictionCandidates.remove(lruIdx);
buckets[lruIdx] = null;
listener.bucketOffLoaded(lruBucket.bucketKey);
- if (bucketCounters != null) {
- bucketCounters.numEvictedBuckets++;
- bucketCounters.numBucketsInMemory--;
+ if (count) {
+ numEvictedBuckets.increment();
+ numBucketsInMemory.decrement();
numEventsRemoved += lruBucket.countOfUnwrittenEvents() + lruBucket.countOfWrittenEvents();
}
logger.debug("evicted bucket {} {}", lruBucket.bucketKey, lruIdx);
@@ -278,12 +299,9 @@
bucket.setWrittenEvents(bucketDataInStore);
evictionCandidates.add(bucketIdx);
listener.bucketLoaded(bucket);
- if (bucketCounters != null) {
- synchronized (bucketCounters) {
- bucketCounters.numBucketsInMemory++;
- bucketCounters.numEventsInMemory -= numEventsRemoved;
- bucketCounters.numEventsInMemory += bucketDataInStore.size();
- }
+ if (count) {
+ numBucketsInMemory.increment();
+ numEventsInMemory.add(bucketDataInStore.size() - numEventsRemoved);
}
bucketHeap.clear();
}
@@ -359,10 +377,8 @@
}
bucket.addNewEvent(event.getEventKey(), writeEventKeysOnly ? null : event);
- if (bucketCounters != null) {
- synchronized (bucketCounters) {
- bucketCounters.numEventsInMemory++;
- }
+ if (count) {
+ numEventsInMemory.increment();
}
}
@@ -383,8 +399,8 @@
bucket.transferDataFromMemoryToStore();
evictionCandidates.add(entry.getKey());
}
- if (bucketCounters != null) {
- bucketCounters.numEventsCommittedPerWindow = eventsCount;
+ if (count) {
+ numEventsCommittedLastWindow.setValue(eventsCount);
}
try {
if (!dataToStore.isEmpty()) {
@@ -476,7 +492,8 @@
return false;
}
- BucketManagerImpl that = (BucketManagerImpl) o;
+ @SuppressWarnings("unchecked")
+ BucketManagerImpl<T> that = (BucketManagerImpl<T>) o;
if (committedWindow != that.committedWindow) {
return false;
diff --git a/library/src/main/java/com/datatorrent/lib/bucket/TimeBasedBucketManagerImpl.java b/library/src/main/java/com/datatorrent/lib/bucket/TimeBasedBucketManagerImpl.java
index 047bada..0d69b60 100644
--- a/library/src/main/java/com/datatorrent/lib/bucket/TimeBasedBucketManagerImpl.java
+++ b/library/src/main/java/com/datatorrent/lib/bucket/TimeBasedBucketManagerImpl.java
@@ -23,11 +23,14 @@
import javax.annotation.Nonnull;
import javax.validation.constraints.Min;
+import org.apache.commons.lang.mutable.MutableLong;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import com.google.common.base.Preconditions;
+import com.datatorrent.lib.counters.BasicCounters;
+
/**
* A {@link BucketManager} that creates buckets based on time.<br/>
*
@@ -51,6 +54,10 @@
private transient Timer bucketSlidingTimer;
private final transient Lock lock;
+ private transient MutableLong low;
+ private transient MutableLong high;
+ private transient MutableLong numIgnoredEvents;
+
public TimeBasedBucketManagerImpl()
{
super();
@@ -101,7 +108,8 @@
recomputeNumBuckets();
}
- private void recomputeNumBuckets(){
+ private void recomputeNumBuckets()
+ {
Calendar calendar = Calendar.getInstance();
long now = calendar.getTimeInMillis();
calendar.add(Calendar.DATE, -daysSpan);
@@ -116,6 +124,23 @@
}
@Override
+ public void setBucketCounters(@Nonnull BasicCounters<MutableLong> bucketCounters)
+ {
+ super.setBucketCounters(bucketCounters);
+ try {
+ low = bucketCounters.findCounter(CounterKeys.LOW);
+ high = bucketCounters.findCounter(CounterKeys.HIGH);
+ numIgnoredEvents = bucketCounters.findCounter(CounterKeys.IGNORED_EVENTS);
+ }
+ catch (IllegalAccessException e) {
+ throw new RuntimeException(e);
+ }
+ catch (InstantiationException e) {
+ throw new RuntimeException(e);
+ }
+ }
+
+ @Override
public void startService(Listener<T> listener)
{
bucketSlidingTimer = new Timer();
@@ -132,9 +157,9 @@
synchronized (lock) {
time = (expiryTime += bucketSpanInMillis);
endOBucketsInMillis += bucketSpanInMillis;
- if (bucketCounters != null) {
- bucketCounters.high = endOBucketsInMillis;
- bucketCounters.low = expiryTime;
+ if (count) {
+ high.setValue(endOBucketsInMillis);
+ low.setValue(expiryTime);
}
}
try {
@@ -154,8 +179,8 @@
{
long eventTime = event.getTime();
if (eventTime < expiryTime) {
- if (bucketCounters != null) {
- bucketCounters.numIgnoredEvents++;
+ if (count) {
+ numIgnoredEvents.increment();
}
return -1;
}
@@ -166,9 +191,9 @@
long move = ((eventTime - endOBucketsInMillis) / bucketSpanInMillis + 1) * bucketSpanInMillis;
expiryTime += move;
endOBucketsInMillis += move;
- if (bucketCounters != null) {
- bucketCounters.high = endOBucketsInMillis;
- bucketCounters.low = expiryTime;
+ if (count) {
+ high.setValue(endOBucketsInMillis);
+ low.setValue(expiryTime);
}
}
}
@@ -195,7 +220,8 @@
return false;
}
- TimeBasedBucketManagerImpl that = (TimeBasedBucketManagerImpl) o;
+ @SuppressWarnings("unchecked")
+ TimeBasedBucketManagerImpl<T> that = (TimeBasedBucketManagerImpl<T>) o;
if (bucketSpanInMillis != that.bucketSpanInMillis) {
return false;
@@ -234,11 +260,7 @@
}
bucket.addNewEvent(event.getEventKey(), writeEventKeysOnly ? null : event);
- if (bucketCounters != null) {
- synchronized (bucketCounters) {
- bucketCounters.numEventsInMemory++;
- }
- }
+ numEventsInMemory.increment();
Long max = maxTimesPerBuckets[bucketIdx];
if (max == null || event.getTime() > max) {
@@ -265,6 +287,11 @@
{
}
+ public static enum CounterKeys
+ {
+ LOW, HIGH, IGNORED_EVENTS
+ }
+
private static transient final Logger logger = LoggerFactory.getLogger(TimeBasedBucketManagerImpl.class);
}
diff --git a/library/src/main/java/com/datatorrent/lib/counters/BasicCounters.java b/library/src/main/java/com/datatorrent/lib/counters/BasicCounters.java
new file mode 100644
index 0000000..9af5f79
--- /dev/null
+++ b/library/src/main/java/com/datatorrent/lib/counters/BasicCounters.java
@@ -0,0 +1,198 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.lib.counters;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.Collection;
+import java.util.Map;
+
+import javax.annotation.Nonnull;
+
+import org.apache.commons.lang.mutable.Mutable;
+import org.codehaus.jackson.JsonGenerator;
+import org.codehaus.jackson.map.JsonSerializer;
+import org.codehaus.jackson.map.SerializerProvider;
+import org.codehaus.jackson.map.annotate.JsonSerialize;
+
+import com.google.common.collect.ImmutableMap;
+import com.google.common.collect.Maps;
+
+import com.datatorrent.api.Context;
+import com.datatorrent.lib.util.NumberAggregate;
+
+/**
+ * Implementation of basic number counters.
+ *
+ * @param <T> type of counter
+ * @since 1.0.2
+ */
+@JsonSerialize(using = BasicCounters.Serializer.class)
+public class BasicCounters<T extends Number & Mutable> implements Serializable
+{
+ private final Map<Enum<?>, T> cache;
+ private final Class<T> counterType;
+
+ private BasicCounters()
+ {
+ //for kryo
+ cache = null;
+ counterType = null;
+ }
+
+ /**
+ * @param counterType type of counter
+ */
+ public BasicCounters(@Nonnull Class<T> counterType)
+ {
+ cache = Maps.newIdentityHashMap();
+ this.counterType = counterType;
+ }
+
+ /**
+ * Returns the counter associated with the key. Creates it if it doesn't exist.
+ */
+ @SuppressWarnings("unchecked")
+ public synchronized T findCounter(Enum<?> counterKey) throws IllegalAccessException, InstantiationException
+ {
+ T counter = cache.get(counterKey);
+ if (counter == null) {
+ counter = counterType.newInstance();
+ cache.put(counterKey, counter);
+ }
+ return counter;
+ }
+
+ /**
+ * Returns the counter if it exists; null otherwise
+ *
+ * @param counterKey
+ * @return
+ */
+ public synchronized T getCounter(Enum<?> counterKey)
+ {
+ return cache.get(counterKey);
+ }
+
+ /**
+ * Sets the value of a counter.
+ *
+ * @param counterKey counter key.
+ * @param value new value.
+ */
+ public synchronized void setCounter(Enum<?> counterKey, T value)
+ {
+ cache.put(counterKey, value);
+ }
+
+ /**
+ * Returns an immutable copy of all the counters.
+ *
+ * @return
+ */
+ public synchronized ImmutableMap<Enum<?>, T> getCopy()
+ {
+ return ImmutableMap.copyOf(cache);
+ }
+
+ public static class Serializer extends JsonSerializer<BasicCounters<?>> implements Serializable
+ {
+
+ @Override
+ public void serialize(BasicCounters<?> value, JsonGenerator jgen, SerializerProvider provider)
+ throws IOException
+ {
+ jgen.writeObject(value.getCopy());
+ }
+
+ private static final long serialVersionUID = 201406230131L;
+
+ }
+
+ /**
+ * Aggregates the {@link BasicCounters} of physical partitions into {@link NumberAggregate.LongAggregate}.
+ *
+ * @param <T> type of counter
+ */
+ public static class LongAggregator<T extends Number & Mutable> implements Context.CountersAggregator, Serializable
+ {
+ @Override
+ public Object aggregate(Collection<?> objects)
+ {
+ Map<String, NumberAggregate.LongAggregate> aggregates = Maps.newHashMap();
+ for (Object counter : objects) {
+ if (counter instanceof BasicCounters) {
+ @SuppressWarnings("unchecked")
+ BasicCounters<T> physical = (BasicCounters<T>) counter;
+ ImmutableMap<Enum<?>, T> copy = physical.getCopy();
+
+ for (Map.Entry<Enum<?>, T> entry : copy.entrySet()) {
+
+ NumberAggregate.LongAggregate aggregate = aggregates.get(entry.getKey().name());
+
+ if (aggregate == null) {
+ aggregate = new NumberAggregate.LongAggregate();
+
+ aggregates.put(entry.getKey().name(), aggregate);
+ }
+ aggregate.addNumber(entry.getValue().longValue());
+ }
+ }
+ }
+ return ImmutableMap.copyOf(aggregates);
+ }
+
+ private static final long serialVersionUID = 201406222203L;
+ }
+
+ /**
+ * Aggregates the {@link BasicCounters} of physical partitions into {@link NumberAggregate.DoubleAggregate}.
+ *
+ * @param <T> type of counter
+ */
+ public static class DoubleAggregator<T extends Number & Mutable> implements Context.CountersAggregator, Serializable
+ {
+ @Override
+ public Object aggregate(Collection<?> objects)
+ {
+ Map<String, NumberAggregate.DoubleAggregate> aggregates = Maps.newHashMap();
+ for (Object counter : objects) {
+ if (counter instanceof BasicCounters) {
+ @SuppressWarnings("unchecked")
+ BasicCounters<T> physical = (BasicCounters<T>) counter;
+ ImmutableMap<Enum<?>, T> copy = physical.getCopy();
+
+ for (Map.Entry<Enum<?>, T> entry : copy.entrySet()) {
+
+ NumberAggregate.DoubleAggregate aggregate = aggregates.get(entry.getKey().name());
+
+ if (aggregate == null) {
+ aggregate = new NumberAggregate.DoubleAggregate();
+
+ aggregates.put(entry.getKey().name(), aggregate);
+ }
+ aggregate.addNumber(entry.getValue().doubleValue());
+ }
+ }
+ }
+ return ImmutableMap.copyOf(aggregates);
+ }
+
+ private static final long serialVersionUID = 201407011713L;
+ }
+
+ private static final long serialVersionUID = 201406230033L;
+}
diff --git a/library/src/main/java/com/datatorrent/lib/counters/package-info.java b/library/src/main/java/com/datatorrent/lib/counters/package-info.java
new file mode 100644
index 0000000..26ebfd3
--- /dev/null
+++ b/library/src/main/java/com/datatorrent/lib/counters/package-info.java
@@ -0,0 +1,20 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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.
+ */
+
+/**
+ * Basic counters and aggregates implementations.
+ */
+package com.datatorrent.lib.counters;
\ No newline at end of file
diff --git a/library/src/main/java/com/datatorrent/lib/db/AbstractBatchTransactionableStoreOutputOperator.java b/library/src/main/java/com/datatorrent/lib/db/AbstractBatchTransactionableStoreOutputOperator.java
index 658eed9..d2b780a 100644
--- a/library/src/main/java/com/datatorrent/lib/db/AbstractBatchTransactionableStoreOutputOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/db/AbstractBatchTransactionableStoreOutputOperator.java
@@ -25,8 +25,8 @@
*
* @param <T> The tuple type.
* @param <S> The store type.
+ * @since 1.0.2
*/
-
public abstract class AbstractBatchTransactionableStoreOutputOperator<T, S extends TransactionableStore> extends AbstractTransactionableStoreOutputOperator<T, S>{
protected final List<T> tuples;
diff --git a/library/src/main/java/com/datatorrent/lib/dedup/Deduper.java b/library/src/main/java/com/datatorrent/lib/dedup/Deduper.java
index 6e67015..be6281b 100644
--- a/library/src/main/java/com/datatorrent/lib/dedup/Deduper.java
+++ b/library/src/main/java/com/datatorrent/lib/dedup/Deduper.java
@@ -22,6 +22,7 @@
import javax.annotation.Nonnull;
+import org.apache.commons.lang.mutable.MutableLong;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
@@ -38,6 +39,8 @@
import com.datatorrent.lib.bucket.Bucket;
import com.datatorrent.lib.bucket.BucketManager;
import com.datatorrent.lib.bucket.Bucketable;
+import com.datatorrent.lib.bucket.TimeBasedBucketManagerImpl;
+import com.datatorrent.lib.counters.BasicCounters;
/**
* <p>
@@ -67,12 +70,12 @@
* Based on the assumption that duplicate events fall in the same bucket.
* </p>
*
- * @param <INPUT> type of input tuple
+ * @param <INPUT> type of input tuple
* @param <OUTPUT> type of output tuple
* @since 0.9.4
*/
public abstract class Deduper<INPUT extends Bucketable, OUTPUT>
- implements Operator, BucketManager.Listener<INPUT>, IdleTimeHandler, Partitioner<Deduper<INPUT, OUTPUT>>
+ implements Operator, BucketManager.Listener<INPUT>, IdleTimeHandler, Partitioner<Deduper<INPUT, OUTPUT>>
{
@InputPortFieldAnnotation(name = "input", optional = true)
public final transient DefaultInputPort<INPUT> input = new DefaultInputPort<INPUT>()
@@ -88,7 +91,7 @@
Bucket<INPUT> bucket = bucketManager.getBucket(bucketKey);
if (bucket != null && bucket.containsEvent(tuple)) {
- counters.numDuplicateEvents++;
+ numDuplicateEvents.increment();
return;
} //ignore event
@@ -132,7 +135,8 @@
protected transient final BlockingQueue<Bucket<INPUT>> fetchedBuckets;
private transient long sleepTimeMillis;
private transient OperatorContext context;
- protected transient Counters counters;
+ protected transient BasicCounters<MutableLong> counters;
+ protected transient MutableLong numDuplicateEvents;
private transient long currentWindow;
public Deduper()
@@ -150,8 +154,17 @@
this.context = context;
this.currentWindow = context.getValue(Context.OperatorContext.ACTIVATION_WINDOW_ID);
sleepTimeMillis = context.getValue(OperatorContext.SPIN_MILLIS);
- counters = new Counters();
+ counters = new BasicCounters<MutableLong>(MutableLong.class);
bucketManager.setBucketCounters(counters);
+ try {
+ numDuplicateEvents = counters.findCounter(CounterKeys.DUPLICATE_EVENTS);
+ }
+ catch (IllegalAccessException e) {
+ throw new RuntimeException(e);
+ }
+ catch (InstantiationException e) {
+ throw new RuntimeException(e);
+ }
bucketManager.startService(this);
logger.debug("bucket keys at startup {}", waitingEvents.keySet());
for (long bucketKey : waitingEvents.keySet()) {
@@ -213,7 +226,7 @@
output.emit(convert(event));
}
else {
- counters.numDuplicateEvents++;
+ numDuplicateEvents.increment();
}
}
}
@@ -316,7 +329,7 @@
//distribute waiting events
for (long bucketKey : allWaitingEvents.keySet()) {
- for (Iterator<INPUT> iterator = allWaitingEvents.get(bucketKey).iterator(); iterator.hasNext();) {
+ for (Iterator<INPUT> iterator = allWaitingEvents.get(bucketKey).iterator(); iterator.hasNext(); ) {
INPUT event = iterator.next();
int partitionKey = event.getEventKey().hashCode() & lPartitionMask;
@@ -370,7 +383,7 @@
return false;
}
- Deduper<?, ?> deduper = (Deduper<?, ?>)o;
+ Deduper<?, ?> deduper = (Deduper<?, ?>) o;
if (partitionMask != deduper.partitionMask) {
return false;
@@ -400,16 +413,9 @@
return "Deduper{" + "partitionKeys=" + partitionKeys + ", partitionMask=" + partitionMask + '}';
}
- public static class Counters extends BucketManager.BucketCounters
+ public static enum CounterKeys
{
- protected long numDuplicateEvents;
-
- public long getNumDuplicateEvents()
- {
- return numDuplicateEvents;
- }
-
- private static final long serialVersionUID = 201405061055L;
+ DUPLICATE_EVENTS
}
public static class CountersListener implements StatsListener, Serializable
@@ -421,11 +427,19 @@
if (lastWindowedStats != null) {
for (Stats.OperatorStats os : lastWindowedStats) {
if (os.counters != null) {
- if (os.counters instanceof Counters) {
- Counters cs = (Counters)os.counters;
- logger.debug("bucketStats {} {} {} {} {} {} {} {} {} {}", batchedOperatorStats.getOperatorId(), cs.getNumBucketsInMemory(),
- cs.getNumDeletedBuckets(), cs.getNumEvictedBuckets(), cs.getNumEventsInMemory(), cs.getNumEventsCommittedPerWindow(),
- cs.getNumIgnoredEvents(), cs.getNumDuplicateEvents(), cs.getLow(), cs.getHigh());
+ if (os.counters instanceof BasicCounters) {
+ @SuppressWarnings("unchecked")
+ BasicCounters<MutableLong> cs = (BasicCounters<MutableLong>) os.counters;
+ logger.debug("operatorId:{} buckets:[in-memory:{} deleted:{} evicted:{}] events:[in-memory:{} committed-last-window:{} " +
+ "ignored:{} duplicates:{}] low:{} high:{}", batchedOperatorStats.getOperatorId(),
+ cs.getCounter(BucketManager.CounterKeys.BUCKETS_IN_MEMORY),
+ cs.getCounter(BucketManager.CounterKeys.DELETED_BUCKETS),
+ cs.getCounter(BucketManager.CounterKeys.EVICTED_BUCKETS),
+ cs.getCounter(BucketManager.CounterKeys.EVENTS_IN_MEMORY),
+ cs.getCounter(BucketManager.CounterKeys.EVENTS_COMMITTED_LAST_WINDOW),
+ cs.getCounter(TimeBasedBucketManagerImpl.CounterKeys.IGNORED_EVENTS), cs.getCounter(CounterKeys.DUPLICATE_EVENTS),
+ cs.getCounter(TimeBasedBucketManagerImpl.CounterKeys.LOW),
+ cs.getCounter(TimeBasedBucketManagerImpl.CounterKeys.HIGH));
}
}
}
diff --git a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetMultiValuedMapOperator.java b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetMultiValuedMapOperator.java
index 2b5a92e..9ff1b3f 100644
--- a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetMultiValuedMapOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetMultiValuedMapOperator.java
@@ -24,6 +24,7 @@
*
* @param <INPUT>
* @param <OUTPUT>
+ * @since 1.0.2
*/
public abstract class AbstractHttpGetMultiValuedMapOperator<INPUT, OUTPUT> extends AbstractHttpGetOperator<INPUT, OUTPUT>
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetOperator.java b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetOperator.java
index d288a42..ec1faf7 100644
--- a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpGetOperator.java
@@ -29,6 +29,7 @@
*
* @param <INPUT> tuple type of input port
* @param <OUTPUT> tuple type of output port
+ * @since 1.0.2
*/
public abstract class AbstractHttpGetOperator<INPUT, OUTPUT> extends AbstractHttpOperator<INPUT>
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpOperator.java b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpOperator.java
index 26d1d08..258ef7f 100644
--- a/library/src/main/java/com/datatorrent/lib/io/AbstractHttpOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/AbstractHttpOperator.java
@@ -31,7 +31,9 @@
/**
* Abstract http operator that creates client at setup and destroy at teardown
* and provides the process tuple method to be implemented to process each incoming tuple
+ *
* @param <T>
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {com.sun.jersey.api.client.ClientHandler.class})
public abstract class AbstractHttpOperator<T> extends BaseOperator
diff --git a/library/src/main/java/com/datatorrent/lib/io/HttpGetMapOperator.java b/library/src/main/java/com/datatorrent/lib/io/HttpGetMapOperator.java
index 1420940..8b8bd27 100644
--- a/library/src/main/java/com/datatorrent/lib/io/HttpGetMapOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/HttpGetMapOperator.java
@@ -29,6 +29,7 @@
*
* @param <K> Type of key in input map tuple
* @param <V> Type of value in input map tuple
+ * @since 1.0.2
*/
public class HttpGetMapOperator<K, V> extends AbstractHttpGetOperator<Map<K, V>, String>
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractFSDirectoryInputOperator.java b/library/src/main/java/com/datatorrent/lib/io/fs/AbstractFSDirectoryInputOperator.java
index e47df5c..0d64922 100644
--- a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractFSDirectoryInputOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/fs/AbstractFSDirectoryInputOperator.java
@@ -60,6 +60,7 @@
* This class supports retrying of failed files by putting them into failed list, and retrying them after pending
* files are processed. Retrying is disabled when maxRetryCount is set to zero.
*
+ * @since 1.0.2
*/
public abstract class AbstractFSDirectoryInputOperator<T> implements InputOperator, Partitioner<AbstractFSDirectoryInputOperator<T>>, StatsListener
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsFileOutputOperator.java b/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsFileOutputOperator.java
index 3f114e9..aaf7ef5 100644
--- a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsFileOutputOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsFileOutputOperator.java
@@ -35,6 +35,7 @@
* Contains base implementations for setup, teardown, open file and close file.
*
* @param <INPUT> incoming tuple type
+ * @since 1.0.2
*/
public abstract class AbstractHdfsFileOutputOperator<INPUT> extends BaseOperator
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsTupleFileOutputOperator.java b/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsTupleFileOutputOperator.java
deleted file mode 100644
index f98d990..0000000
--- a/library/src/main/java/com/datatorrent/lib/io/fs/AbstractHdfsTupleFileOutputOperator.java
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
- * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
- *
- * Licensed 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 com.datatorrent.lib.io.fs;
-
-import com.datatorrent.api.Context;
-import com.datatorrent.api.DefaultOutputPort;
-import com.datatorrent.api.annotation.OutputPortFieldAnnotation;
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.FileSystem;
-import org.apache.hadoop.fs.Path;
-
-import java.io.IOException;
-
-/**
- * Hdfs file output operator that writes the data from the tuple to the file supplied in the tuple.
- *
- * If output port is connected, it sends the output to the output port.
- * @param <INPUT> type of incoming tuple
- * @param <OUTPUT> type of outgoing tuple
- */
-@Deprecated
-public abstract class AbstractHdfsTupleFileOutputOperator<INPUT, OUTPUT> extends AbstractHdfsFileOutputOperator<INPUT>
-{
- /**
- *
- * @param context
- */
- @Override
- public void setup(Context.OperatorContext context)
- {
- try {
- fs = FileSystem.newInstance(new Path(filePath).toUri(), new Configuration());
- }
- catch (IOException ex) {
- throw new RuntimeException(ex);
- }
- }
-
- @Override
- protected void processTuple(INPUT tuple)
- {
- try {
- Path filepath = new Path(filePath + "/" + getFileName(tuple));
- openFile(filepath);
- byte[] tupleBytes = getBytesForTuple(tuple);
- boolean written = false;
- if (bufferedOutput != null) {
- bufferedOutput.write(tupleBytes);
- written = true;
- }
- else if (fsOutput != null) {
- fsOutput.write(tupleBytes);
- written = true;
- }
- if (written) {
- totalBytesWritten += tupleBytes.length;
- }
- closeFile();
- if (output.isConnected()) {
- output.emit(getOutputTuple(tuple));
- }
- }
- catch (IOException ex) {
- throw new RuntimeException(ex);
- }
-
- }
-
- protected abstract String getFileName(INPUT t);
-
- protected abstract OUTPUT getOutputTuple(INPUT t);
-
- @OutputPortFieldAnnotation(name = "output", optional = true)
- public final transient DefaultOutputPort<OUTPUT> output = new DefaultOutputPort<OUTPUT>();
- private static final long serialVersionUID = 201405151751L;
-}
diff --git a/library/src/main/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperator.java b/library/src/main/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperator.java
index 740deee..ecec396 100644
--- a/library/src/main/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperator.java
@@ -34,6 +34,7 @@
* then the operator doesn't process anything during that window. If it doesn't, then the operator deletes
* the <window_id>.tmp file if it exists, creates new and starts writing to it.
*
+ * @since 1.0.2
*/
public class HdfsExactlyOnceOutputOperator extends AbstractHdfsFileOutputOperator<String>
{
diff --git a/library/src/main/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperator.java b/library/src/main/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperator.java
deleted file mode 100644
index 78513d4..0000000
--- a/library/src/main/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperator.java
+++ /dev/null
@@ -1,57 +0,0 @@
-/*
- * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
- *
- * Licensed 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 com.datatorrent.lib.io.fs;
-
-import com.datatorrent.lib.io.fs.HdfsFileDataOutputOperator.FileData;
-import com.datatorrent.lib.io.fs.HdfsFileDataOutputOperator.FileData.FileInfo;
-
-/**
- * Hdfs output operator that takes {@link FileData} input tuple and writes data to the file specified in the tuple.
- */
-@Deprecated
-public class HdfsFileDataOutputOperator extends AbstractHdfsTupleFileOutputOperator<FileData, FileData.FileInfo>
-{
- @Override
- protected String getFileName(FileData t)
- {
- return t.info.name;
- }
-
- @Override
- protected FileInfo getOutputTuple(FileData t)
- {
- return t.info;
- }
-
- @Override
- protected byte[] getBytesForTuple(FileData t)
- {
- return t.data.getBytes();
- }
-
- public static class FileData
- {
- public static class FileInfo
- {
- public String name;
- }
-
- public FileInfo info = new FileInfo();
- public String data;
- }
-
- private static final long serialVersionUID = 201405151847L;
-}
diff --git a/library/src/main/java/com/datatorrent/lib/statistics/DimensionsComputation.java b/library/src/main/java/com/datatorrent/lib/statistics/DimensionsComputation.java
index 809e160..e47c1a6 100644
--- a/library/src/main/java/com/datatorrent/lib/statistics/DimensionsComputation.java
+++ b/library/src/main/java/com/datatorrent/lib/statistics/DimensionsComputation.java
@@ -36,7 +36,10 @@
import com.datatorrent.api.annotation.ShipContainingJars;
/**
+ * <p>DimensionsComputation class.</p>
+ *
* @param <EVENT> - Type of the tuple whose attributes are used to define dimensions.
+ * @since 1.0.2
*/
@ShipContainingJars(classes = {TCustomHashMap.class, HashingStrategy.class})
public class DimensionsComputation<EVENT, AGGREGATE extends DimensionsComputation.AggregateEvent> implements Operator
diff --git a/library/src/main/java/com/datatorrent/lib/util/NumberAggregate.java b/library/src/main/java/com/datatorrent/lib/util/NumberAggregate.java
new file mode 100644
index 0000000..1d433dd
--- /dev/null
+++ b/library/src/main/java/com/datatorrent/lib/util/NumberAggregate.java
@@ -0,0 +1,202 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.lib.util;
+
+/**
+ * Utility class that gives aggregate information (i.e. min, max, avg, sum) with a set of numbers.
+ *
+ * @since 1.0.2
+ */
+public interface NumberAggregate
+{
+ /**
+ * Gets the minimum of the given numbers.
+ *
+ * @return The min
+ */
+ public Number getMin();
+
+ /**
+ * Gets the maximum of the given numbers
+ *
+ * @return The max
+ */
+ public Number getMax();
+
+ /**
+ * Gets the sum of the given numbers
+ *
+ * @return The sum
+ */
+ public Number getSum();
+
+ /**
+ * Gets the average of the given numbers
+ *
+ * @return The avg
+ */
+ public Number getAvg();
+
+ /**
+ * Add a long to the number set
+ *
+ * @param num the number
+ */
+ public void addNumber(Number num);
+
+ /**
+ * This is the aggregate class for Long.
+ */
+ public static class LongAggregate implements NumberAggregate
+ {
+ private int count = 0;
+ private long min = Long.MAX_VALUE;
+ private long max = Long.MIN_VALUE;
+ private long sum = 0;
+ private boolean ignoreSum = false;
+ private boolean ignoreAvg = false;
+
+ /**
+ * Creates a LongAggregate, with sum and average both valid.
+ */
+ public LongAggregate()
+ {
+ }
+
+ /**
+ * Creates a LongAggregate
+ *
+ * @param ignoreSum whether or not sum is valid for the numbers.
+ * @param ignoreAvg whether or not average is valid for the numbers.
+ */
+ public LongAggregate(boolean ignoreSum, boolean ignoreAvg)
+ {
+ this.ignoreSum = ignoreSum;
+ this.ignoreAvg = ignoreAvg;
+ }
+
+ @Override
+ public void addNumber(Number num)
+ {
+ long longVal = num.longValue();
+ if (min > longVal) {
+ min = longVal;
+ }
+ if (max < longVal) {
+ max = longVal;
+ }
+ sum += longVal;
+ count++;
+ }
+
+ @Override
+ public Number getMin()
+ {
+ return (count == 0) ? null : min;
+ }
+
+ @Override
+ public Number getMax()
+ {
+ return (count == 0) ? null : max;
+ }
+
+ @Override
+ public Number getAvg()
+ {
+ return (count == 0 || ignoreAvg) ? null : (sum / count);
+ }
+
+ @Override
+ public Number getSum()
+ {
+ return ignoreSum ? null : sum;
+ }
+
+ }
+
+ /**
+ * This is the aggregate class for Double.
+ */
+ public static class DoubleAggregate implements NumberAggregate
+ {
+ private int count = 0;
+ private double min = Double.MAX_VALUE;
+ private double max = Double.MIN_VALUE;
+ private double sum = 0;
+ private boolean ignoreSum = false;
+ private boolean ignoreAvg = false;
+
+ /**
+ * Creates a DoubleAggregate, with sum and average both valid.
+ */
+ public DoubleAggregate()
+ {
+ }
+
+ /**
+ * Creates a DoubleAggregate
+ *
+ * @param ignoreSum whether or not sum is valid for the numbers.
+ * @param ignoreAvg whether or not average is valid for the numbers.
+ */
+ public DoubleAggregate(boolean ignoreSum, boolean ignoreAvg)
+ {
+ this.ignoreSum = ignoreSum;
+ this.ignoreAvg = ignoreAvg;
+ }
+
+ @Override
+ public void addNumber(Number num)
+ {
+ double doubleVal = num.doubleValue();
+ if (min > doubleVal) {
+ min = doubleVal;
+ }
+ if (max < doubleVal) {
+ max = doubleVal;
+ }
+ sum += doubleVal;
+ count++;
+ }
+
+ @Override
+ public Number getMin()
+ {
+ return (count == 0) ? null : min;
+ }
+
+ @Override
+ public Number getMax()
+ {
+ return (count == 0) ? null : max;
+ }
+
+ @Override
+ public Number getAvg()
+ {
+ return (count == 0 || ignoreAvg) ? null : (sum / count);
+ }
+
+ @Override
+ public Number getSum()
+ {
+ return ignoreSum ? null : sum;
+ }
+
+ }
+
+}
diff --git a/library/src/main/java/com/datatorrent/lib/util/ReusableStringReader.java b/library/src/main/java/com/datatorrent/lib/util/ReusableStringReader.java
new file mode 100644
index 0000000..34547dc
--- /dev/null
+++ b/library/src/main/java/com/datatorrent/lib/util/ReusableStringReader.java
@@ -0,0 +1,92 @@
+/*
+ * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
+ *
+ * Licensed 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 com.datatorrent.lib.util;
+
+import java.io.IOException;
+import java.io.Reader;
+
+/**
+ * <p>ReusableStringReader class.</p>
+ *
+ * @since 1.0.2
+ */
+public class ReusableStringReader extends Reader
+{
+ private String str;
+ private int length;
+ private int next = 0;
+
+ @Override
+ public int read(char[] cbuf, int off, int len) throws IOException
+ {
+ ensureOpen();
+ if ((off < 0) || (off > cbuf.length) || (len < 0) || ((off + len) > cbuf.length) || ((off + len) < 0)) {
+ throw new IndexOutOfBoundsException();
+ } else if (len == 0) {
+ return 0;
+ }
+ if (next >= length)
+ return -1;
+ int n = Math.min(length - next, len);
+ str.getChars(next, next + n, cbuf, off);
+ next += n;
+ return n;
+ }
+
+ /**
+ * Reads a single character.
+ *
+ * @return The character read, or -1 if the end of the stream has been reached
+ * @throws IOException If an I/O error occurs
+ */
+ public int read() throws IOException
+ {
+ ensureOpen();
+ if (next >= length)
+ return -1;
+ return str.charAt(next++);
+ }
+
+ public boolean ready() throws IOException
+ {
+ ensureOpen();
+ return true;
+ }
+
+ @Override
+ public void close() throws IOException
+ {
+ str = null;
+ }
+
+ /**
+ * Check to make sure that the stream has not been closed
+ */
+ private void ensureOpen() throws IOException
+ {
+ if (str == null) {
+ throw new IOException("Stream closed");
+ }
+ }
+
+ public void open(String str) throws IOException
+ {
+ this.str = str;
+ this.length = this.str.length();
+ this.next = 0;
+ }
+
+}
diff --git a/library/src/main/java/com/datatorrent/lib/xml/XmlDOMOperator.java b/library/src/main/java/com/datatorrent/lib/xml/XmlDOMOperator.java
index f71b47a..08753b0 100644
--- a/library/src/main/java/com/datatorrent/lib/xml/XmlDOMOperator.java
+++ b/library/src/main/java/com/datatorrent/lib/xml/XmlDOMOperator.java
@@ -13,6 +13,8 @@
/**
* Created by Pramod Immaneni <pramod@datatorrent.com> on 6/12/14.
+ *
+ * @since 1.0.2
*/
public abstract class XmlDOMOperator<T> extends BaseOperator
{
diff --git a/library/src/test/java/com/datatorrent/lib/counters/BasicCountersTest.java b/library/src/test/java/com/datatorrent/lib/counters/BasicCountersTest.java
new file mode 100644
index 0000000..8241edc
--- /dev/null
+++ b/library/src/test/java/com/datatorrent/lib/counters/BasicCountersTest.java
@@ -0,0 +1,63 @@
+package com.datatorrent.lib.counters;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang.mutable.MutableDouble;
+import org.junit.Assert;
+import org.junit.Test;
+
+import com.google.common.collect.Lists;
+
+import com.datatorrent.lib.util.NumberAggregate;
+
+/**
+ * Tests for {@link BasicCounters}
+ */
+public class BasicCountersTest
+{
+ private static enum CounterKeys
+ {
+ A
+ }
+
+ @Test
+ public void testBasicCounters() throws InstantiationException, IllegalAccessException
+ {
+ BasicCounters<MutableDouble> doubleBasicCounters = new BasicCounters<MutableDouble>(MutableDouble.class);
+ MutableDouble counterA = doubleBasicCounters.findCounter(CounterKeys.A);
+
+ counterA.increment();
+
+ MutableDouble counterAInCounters = doubleBasicCounters.getCounter(CounterKeys.A);
+ Assert.assertNotNull("null", doubleBasicCounters.getCounter(CounterKeys.A));
+ Assert.assertTrue("equality", counterAInCounters == counterA);
+ Assert.assertEquals(counterA.doubleValue(), 1.0, 0);
+ }
+
+ @Test
+ public void testBasicCountersAggregator() throws InstantiationException, IllegalAccessException
+ {
+ List<Object> physicalCounters = Lists.newArrayList();
+
+ for (int i = 0; i < 5; i++) {
+ BasicCounters<MutableDouble> doubleBasicCounters = new BasicCounters<MutableDouble>(MutableDouble.class);
+ MutableDouble counterA = doubleBasicCounters.findCounter(CounterKeys.A);
+ counterA.increment();
+
+ physicalCounters.add(doubleBasicCounters);
+ }
+
+ BasicCounters.DoubleAggregator<MutableDouble> aggregator = new BasicCounters.DoubleAggregator<MutableDouble>();
+ @SuppressWarnings("unchecked")
+ Map<String, NumberAggregate.DoubleAggregate> aggregateMap = (Map<String, NumberAggregate.DoubleAggregate>) aggregator.aggregate(physicalCounters);
+
+ Assert.assertNotNull("null", aggregateMap.get(CounterKeys.A.name()));
+ NumberAggregate.DoubleAggregate aggregate = aggregateMap.get(CounterKeys.A.name());
+
+ Assert.assertEquals(aggregate.getSum().doubleValue(), 5.0, 0);
+ Assert.assertEquals(aggregate.getMin().doubleValue(), 1.0, 0);
+ Assert.assertEquals(aggregate.getMax().doubleValue(), 1.0, 0);
+ Assert.assertEquals(aggregate.getAvg().doubleValue(), 1.0, 0);
+ }
+}
diff --git a/library/src/test/java/com/datatorrent/lib/helper/OperatorContextTestHelper.java b/library/src/test/java/com/datatorrent/lib/helper/OperatorContextTestHelper.java
index ff32fbe..d6dd65f 100644
--- a/library/src/test/java/com/datatorrent/lib/helper/OperatorContextTestHelper.java
+++ b/library/src/test/java/com/datatorrent/lib/helper/OperatorContextTestHelper.java
@@ -66,7 +66,7 @@
}
@Override
- public void setCounters(Counters counters)
+ public void setCounters(Object counters)
{
/* intentionally no-op */
}
@@ -88,7 +88,7 @@
}
@Override
- public void setCounters(Counters counters)
+ public void setCounters(Object counters)
{
throw new UnsupportedOperationException("Not supported yet."); //To change body of generated methods, choose Tools | Templates.
}
diff --git a/library/src/test/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperatorTest.java b/library/src/test/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperatorTest.java
index 34e3d6b..408e5d5 100644
--- a/library/src/test/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperatorTest.java
+++ b/library/src/test/java/com/datatorrent/lib/io/fs/HdfsExactlyOnceOutputOperatorTest.java
@@ -26,7 +26,6 @@
import com.datatorrent.api.AttributeMap;
import com.datatorrent.api.AttributeMap.Attribute;
-import com.datatorrent.api.Context.Counters;
import com.datatorrent.api.Context.OperatorContext;
/**
@@ -167,7 +166,7 @@
}
@Override
- public void setCounters(Counters stats)
+ public void setCounters(Object stats)
{
}
diff --git a/library/src/test/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperatorTest.java b/library/src/test/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperatorTest.java
deleted file mode 100644
index fe76853..0000000
--- a/library/src/test/java/com/datatorrent/lib/io/fs/HdfsFileDataOutputOperatorTest.java
+++ /dev/null
@@ -1,104 +0,0 @@
-/*
- * Copyright (c) 2014 DataTorrent, Inc. ALL Rights Reserved.
- *
- * Licensed 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 com.datatorrent.lib.io.fs;
-
-import com.datatorrent.lib.helper.OperatorContextTestHelper;
-import com.datatorrent.lib.io.fs.HdfsFileDataOutputOperator.FileData;
-import org.junit.Assert;
-import org.junit.Test;
-
-import java.io.*;
-
-/**
- * Functional test for {@link HdfsFileDataOutputOperator}
- */
-@Deprecated
-public class HdfsFileDataOutputOperatorTest
-{
- @Test
- public void testFileOutputOperator()
- {
- HdfsFileDataOutputOperator oper = new HdfsFileDataOutputOperator();
- oper.setFilePath("target");
- oper.setAppend(false);
- oper.setup(new OperatorContextTestHelper.TestIdOperatorContext(0));
- oper.beginWindow(0);
- FileData fileData1 = new FileData();
- fileData1.info.name = "file1";
- fileData1.data = "data1";
-
- oper.input.process(fileData1);
-
- FileData fileData2 = new FileData();
- fileData2.info.name = "file2";
- fileData2.data = "data2";
- oper.input.process(fileData2);
-
- FileData fileData3 = new FileData();
- fileData3.info.name = "file1";
- fileData3.data = "data2";
-
- oper.input.process(fileData3);
-
- oper.endWindow();
- oper.teardown();
- Assert.assertEquals("The number of lines in file target/file-0-0", 1, readFile("target/file1", "data2"));
- Assert.assertEquals("The number of lines in file target/file-0-1", 1, readFile("target/file2", "data2"));
- Assert.assertEquals("Checking the file target/file-0-0", true, checkFile("target/file1"));
- Assert.assertEquals("Checking the file target/file-0-1", true, checkFile("target/file2"));
-
- }
-
- private int readFile(String path, final String val)
- {
- BufferedReader br = null;
- try {
- FileInputStream fstream = new FileInputStream(path);
- DataInputStream in = new DataInputStream(fstream);
- br = new BufferedReader(new InputStreamReader(in));
- String strLine;
- int count = 0;
- while ((strLine = br.readLine()) != null) {
- Assert.assertEquals("Comparing the values", val, strLine);
- count++;
- }
- return count;
- }
- catch (Exception e) {
- return -1;
- }
- finally {
- if (br != null) {
- try {
- br.close();
- }
- catch (IOException e) {
- }
- }
- }
- }
-
- private boolean checkFile(String path)
- {
- File file = new File(path);
- if (file.exists()) {
- file.delete();
- return true;
- }
- return false;
- }
-
-}
diff --git a/pom.xml b/pom.xml
index 21f068e..8df1c93 100644
--- a/pom.xml
+++ b/pom.xml
@@ -4,11 +4,11 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>dt-framework</artifactId>
- <version>1.0.1-RC1</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
<packaging>pom</packaging>
<name>Malhar Open Source</name>
<url>https://www.datatorrent.com/</url>
@@ -26,7 +26,7 @@
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<netbeans.hint.license>malhar-inc</netbeans.hint.license>
<maven.deploy.skip>false</maven.deploy.skip>
- <dt.framework.version>1.0.1-RC1</dt.framework.version>
+ <dt.framework.version>1.0.2</dt.framework.version>
<!-- the following properties match the properties defined in core/pom.xml -->
<jackson.version>1.9.2</jackson.version>
<jersey.version>1.9</jersey.version>
@@ -41,4 +41,20 @@
<module>benchmark</module>
<module>apps</module>
</modules>
+
+ <dependencies>
+ <dependency>
+ <groupId>${project.groupId}</groupId>
+ <artifactId>dt-api</artifactId>
+ <version>${dt.framework.version}</version>
+ <scope>provided</scope>
+ </dependency>
+ <dependency>
+ <groupId>${project.groupId}</groupId>
+ <artifactId>dt-engine</artifactId>
+ <version>${dt.framework.version}</version>
+ <scope>provided</scope>
+ </dependency>
+ </dependencies>
+
</project>
diff --git a/samples/pom.xml b/samples/pom.xml
index 326a737..a572d24 100644
--- a/samples/pom.xml
+++ b/samples/pom.xml
@@ -6,7 +6,7 @@
<parent>
<groupId>com.datatorrent</groupId>
<artifactId>malhar-all</artifactId>
- <version>1.0.2-SNAPSHOT</version>
+ <version>1.0.2</version>
</parent>
<artifactId>malhar-samples</artifactId>
diff --git a/web/demos/README.md b/web/demos/README.md
index f66ba06..d72e8c2 100644
--- a/web/demos/README.md
+++ b/web/demos/README.md
@@ -2,7 +2,8 @@
===============
Web Application for DataTorrent Demos:
-- Twitter
+- Twitter URLs
+- Twitter Hashtags
- Mobile
- Machine Generated Data
- Ads Dimensions
@@ -42,7 +43,8 @@
See ```dist_start.sh``` and ```dev_start.sh```.
Applications are automatically discovered by name (to show stats like "Events/sec"). See the following settings in ```config.js```:
- - settings.twitter.appName
+ - settings.twitterUrls.appName
+ - settings.twitterHashtags.appName
- settings.mobile.appName
- settings.machine.appName
- settings.dimensions.appName
diff --git a/web/demos/app/index.html b/web/demos/app/index.html
index 0d1ea40..8604ed5 100644
--- a/web/demos/app/index.html
+++ b/web/demos/app/index.html
@@ -38,7 +38,8 @@
<a class="brand" href="/"></a>
<div class="nav-collapse collapse">
<ul class="nav">
- <li><a href="#twitter">Twitter</a></li>
+ <li><a href="#twitterUrls">Twitter URLs</a></li>
+ <li><a href="#twitterHashtags">Twitter Hashtags</a></li>
<li><a href="#mobile">Mobile</a></li>
<li><a href="#machine">Machine</a></li>
<li><a href="#dimensions">Ads</a></li>
diff --git a/web/demos/app/scripts/app.js b/web/demos/app/scripts/app.js
index 79e3ae0..ec7caf0 100644
--- a/web/demos/app/scripts/app.js
+++ b/web/demos/app/scripts/app.js
@@ -38,9 +38,13 @@
.when('/', {
templateUrl: 'views/welcome.html'
})
- .when('/twitter', {
+ .when('/twitterUrls', {
templateUrl: 'views/twitter.html',
- controller: 'TwitterController'
+ controller: 'TwitterUrlsController'
+ })
+ .when('/twitterHashtags', {
+ templateUrl: 'views/twitter.html',
+ controller: 'TwitterHashtagsController'
})
.when('/mobile', {
templateUrl: 'views/mobile.html',
diff --git a/web/demos/app/scripts/controllers/twitter.js b/web/demos/app/scripts/controllers/twitter.js
index 8b36c21..37cceb6 100644
--- a/web/demos/app/scripts/controllers/twitter.js
+++ b/web/demos/app/scripts/controllers/twitter.js
@@ -19,14 +19,40 @@
'use strict';
angular.module('twitter')
- .controller('TwitterController', ['$scope', 'rest', function ($scope, rest) {
- rest.getApp(settings.twitter.appName).then(function (app) {
+ .controller('TwitterUrlsController', ['$scope', 'rest', function ($scope, rest) {
+ rest.getApp(settings.twitterUrls.appName).then(function (app) {
$scope.app = app;
$scope.appURL = settings.appsURL + app.id;
});
+
+ $scope.topic = settings.twitterUrls.topic;
+ $scope.pageTitle = 'Twitter Top URLs';
+ $scope.entity = 'URLs';
+ $scope.gridTitle = 'Twitter Top URLs';
+ $scope.chartTitle = 'Top 10 URLs Chart';
+ $scope.colName = 'URL';
+ $scope.formatter = function(url) {
+ return '<a class="svg-link" xlink:href="' + url + '">' + url + '</a>';
+ };
+ }])
+ .controller('TwitterHashtagsController', ['$scope', 'rest', function ($scope, rest) {
+ rest.getApp(settings.twitterHashtags.appName).then(function (app) {
+ $scope.app = app;
+ $scope.appURL = settings.appsURL + app.id;
+ });
+
+ $scope.topic = settings.twitterHashtags.topic;
+ $scope.pageTitle = 'Twitter Top Hashtags';
+ $scope.entity = 'hashtags';
+ $scope.gridTitle = 'Twitter Top Hashtags';
+ $scope.chartTitle = 'Top 10 Hashtags Chart';
+ $scope.colName = 'Hashtag';
+ $scope.formatter = function(Hashtag) {
+ return '<a class="svg-link" xlink:href="https://twitter.com/search?q=%23' + encodeURIComponent(Hashtag) + '">' + Hashtag + '</a>';
+ };
}])
.controller('TwitterGridControlller', ['$scope', 'socket', function ($scope, socket) {
- socket.subscribe(settings.twitter.topic, function(data) {
+ socket.subscribe($scope.topic, function(data) {
var list = [];
jQuery.each(data.data, function(key, value) {
list.push( { name: key, value: parseInt(value, 10) } );
@@ -34,19 +60,21 @@
list = _.sortBy(list, function(item) {
return -item.value;
});
- $scope.myData = list;
+ $scope.topTen = list;
$scope.$apply();
}, $scope);
$scope.gridOptions = {
- data: 'myData',
+ data: 'topTen',
enableColumnResize: true,
- columnDefs: [{ field: "name", displayName: 'URL', width: '75%', sortable: false },
- { field: "value", displayName: 'Count', width: '25%', sortable: false }]
+ columnDefs: [
+ { field: "name", displayName: $scope.colName, width: '75%', sortable: false },
+ { field: "value", displayName: 'Count', width: '25%', sortable: false }
+ ]
};
}])
.controller('TwitterBarChartController', ['$scope', 'socket', function($scope, socket) {
- socket.subscribe(settings.twitter.topic, function(data) {
+ socket.subscribe($scope.topic, function(data) {
var list = [];
jQuery.each(data.data, function(key, value) {
list.push( { name: key, value: parseInt(value, 10) } );
@@ -57,6 +85,9 @@
//var max = _.max(list, function(item) {item.value});
var max = list[0].value;
_.each(list, function(item) {
+ if ($scope.formatter) {
+ item.name = $scope.formatter(item.name);
+ }
item.name += ' - ' + item.value;
item.score = item.value / max * 100;
});
diff --git a/web/demos/app/scripts/directives/barChart.js b/web/demos/app/scripts/directives/barChart.js
index 20d74a5..ca4358e 100644
--- a/web/demos/app/scripts/directives/barChart.js
+++ b/web/demos/app/scripts/directives/barChart.js
@@ -92,7 +92,7 @@
.attr("fill", "#fff")
.attr("y", function(d, i){return i * 35 + 22;})
.attr("x", 15)
- .text(function(d){return d[scope.label];});
+ .html(function(d){return d[scope.label];});
};
}
diff --git a/web/demos/app/styles/main.css b/web/demos/app/styles/main.css
index 5bc81c1..78dc25f 100644
--- a/web/demos/app/styles/main.css
+++ b/web/demos/app/styles/main.css
@@ -227,4 +227,7 @@
}
button.clearFraudsBtn {
float:right;
+}
+a.svg-link {
+ text-decoration: underline;
}
\ No newline at end of file
diff --git a/web/demos/app/views/dimensions.html b/web/demos/app/views/dimensions.html
index ea29596..8cda47b 100644
--- a/web/demos/app/views/dimensions.html
+++ b/web/demos/app/views/dimensions.html
@@ -160,6 +160,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/app/views/fraud.html b/web/demos/app/views/fraud.html
index 8afb4a4..57ac920 100644
--- a/web/demos/app/views/fraud.html
+++ b/web/demos/app/views/fraud.html
@@ -47,7 +47,7 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
<div id="txn-modal" class="modal hide fade" role="dialog" style="display:none;">
diff --git a/web/demos/app/views/machine.html b/web/demos/app/views/machine.html
index 3e840ff..68b62ae 100644
--- a/web/demos/app/views/machine.html
+++ b/web/demos/app/views/machine.html
@@ -168,6 +168,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/app/views/mobile.html b/web/demos/app/views/mobile.html
index ce583ab..9477c3a 100644
--- a/web/demos/app/views/mobile.html
+++ b/web/demos/app/views/mobile.html
@@ -45,6 +45,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/app/views/twitter.html b/web/demos/app/views/twitter.html
index 3ba9051..e1897cd 100644
--- a/web/demos/app/views/twitter.html
+++ b/web/demos/app/views/twitter.html
@@ -2,14 +2,14 @@
<div class="row-fluid">
<div class="span12">
<h2 class="app-title">
- Twitter Top URLs
+ {{pageTitle}}
<a ng-show="appURL" href="{{appURL}}" class="btn btn-primary btn-view-console" target="_blank">View Console</a>
</h2>
</div>
</div>
<div class="row-fluid">
<p class="well span7">
- This demo application processes tweets and computes most frequently cited URLs during the last 5 minutes. The results are continuously updated every 0.5 sec. For demo purposes, we used live (1% sample) developer version of the Twitter feed, and scale it up by 100x to produce the true load. The application process load equivalent to full firehose.
+ This demo application processes tweets and computes most frequently cited {{entity}} during the last 5 minutes. The results are continuously updated every 0.5 sec. For demo purposes, we used live (1% sample) developer version of the Twitter feed, and scale it up by 100x to produce the true load. The application process load equivalent to full firehose.
</p>
<div class="span5">
<span widgets-stat="" app="app"></span>
@@ -17,13 +17,13 @@
</div>
<div class="row-fluid">
<div class="span4">
- <h4>Top 10 URLs</h4>
+ <h4>{{gridTitle}}</h4>
<div ng-controller="TwitterGridControlller">
<div class="twitter-grid" ng-grid="gridOptions"></div>
</div>
</div><!--/span-->
<div class="span4">
- <h4>Top 10 URLs Chart</h4>
+ <h4>{{chartTitle}}</h4>
<div ng-controller="TwitterBarChartController">
<span widgets-bar-chart="" class="bar-chart" data="twitterBarChartData" label="name" on-click="d3OnClick(item)"></span>
</div>
@@ -33,6 +33,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/config.js b/web/demos/config.js
index ec62902..1db5085 100644
--- a/web/demos/config.js
+++ b/web/demos/config.js
@@ -26,7 +26,8 @@
config.settings = {};
var settings = config.settings;
-settings.twitter = {};
+settings.twitterUrls = {};
+settings.twitterHashtags = {};
settings.mobile = {};
settings.mobile.topic = {};
settings.machine = {};
@@ -38,8 +39,10 @@
settings.webSocketURL = 'ws://' + config.gateway.host + ':' + config.gateway.port + '/pubsub';
settings.appsURL = 'http://' + config.gateway.host + ':' + config.gateway.port + '/static/#ops/apps/';
-settings.twitter.appName = process.env.APP_NAME_TWITTER || 'TwitterDemo';
-settings.twitter.topic = 'demos.twitter.topURLs';
+settings.twitterUrls.appName = process.env.APP_NAME_TWITTER_URLS || 'TwitterDemo';
+settings.twitterUrls.topic = 'demos.twitter.topURLs';
+settings.twitterHashtags.appName = process.env.APP_NAME_TWITTER_HASHTAGS || 'TwitterTrendingDemo';
+settings.twitterHashtags.topic = 'demos.twitter.topHashtags';
settings.mobile.topic.out = 'demos.mobile.phoneLocationQueryResult';
settings.mobile.topic.in = 'demos.mobile.phoneLocationQuery';
settings.mobile.appName = process.env.APP_NAME_MOBILE || 'MobileDemo';
diff --git a/web/demos/package/README.md b/web/demos/package/README.md
index cd3eee0..2020823 100644
--- a/web/demos/package/README.md
+++ b/web/demos/package/README.md
@@ -2,7 +2,8 @@
===============
Web Application for DataTorrent Demos:
-- Twitter
+- Twitter URLs
+- Twitter Hashtags
- Mobile
- Machine Generated Data
- Ads Dimensions
@@ -22,7 +23,8 @@
Please use ```config.js``` or environment variables (```start.sh```) for configuration (DT Gateway, Redis, MongoDB, etc.).
Applications are automatically discovered by name (to show stats like "Events/sec"). See the following settings in ```config.js```:
- - settings.twitter.appName
+ - settings.twitterUrls.appName
+ - settings.twitterHashtags.appName
- settings.mobile.appName
- settings.machine.appName
- settings.dimensions.appName
@@ -30,7 +32,7 @@
## Architecture and Development
-See web application source code [webapps](https://github.com/DataTorrent/Malhar/tree/master/webapps)
+See web application source code [web demos](https://github.com/DataTorrent/Malhar/tree/master/web/demos)
## Tips
diff --git a/web/demos/package/app/index.html b/web/demos/package/app/index.html
index 5c53afa..e3b6356 100644
--- a/web/demos/package/app/index.html
+++ b/web/demos/package/app/index.html
@@ -13,7 +13,7 @@
<link rel="stylesheet" href="styles/5e6512ec.vendor.css">
- <link rel="stylesheet" href="styles/f3706ec2.main.css">
+ <link rel="stylesheet" href="styles/00ae7995.main.css">
</head>
<body ng-app="app">
<!--[if lt IE 9]>
@@ -31,7 +31,8 @@
<a class="brand" href="/"></a>
<div class="nav-collapse collapse">
<ul class="nav">
- <li><a href="#twitter">Twitter</a></li>
+ <li><a href="#twitterUrls">Twitter URLs</a></li>
+ <li><a href="#twitterHashtags">Twitter Hashtags</a></li>
<li><a href="#mobile">Mobile</a></li>
<li><a href="#machine">Machine</a></li>
<li><a href="#dimensions">Ads</a></li>
@@ -46,11 +47,11 @@
<script src="settings.js"></script>
-<script src="scripts/43b68137.plugins.js"></script>
+<script src="scripts/d63799f1.plugins.js"></script>
-<script src="scripts/095af978.modules.js"></script>
+<script src="scripts/9f21e177.modules.js"></script>
-<script src="scripts/6277abef.scripts.js"></script>
+<script src="scripts/5f986af9.scripts.js"></script>
<script type="text/javascript" src="https://www.google.com/jsapi"></script>
<script type="text/javascript">
diff --git a/web/demos/package/app/scripts/095af978.modules.js b/web/demos/package/app/scripts/095af978.modules.js
deleted file mode 100644
index c460cfd..0000000
--- a/web/demos/package/app/scripts/095af978.modules.js
+++ /dev/null
@@ -1,11 +0,0 @@
-function Gauge(a,b){this.element=a;var c=this;this.configure=function(a){this.config=a,this.config.size=.9*this.config.size,this.config.raduis=.97*this.config.size/2,this.config.cx=this.config.size/2,this.config.cy=this.config.size/2,this.config.min=void 0!=a.min?a.min:0,this.config.max=void 0!=a.max?a.max:100,this.config.range=this.config.max-this.config.min,this.config.majorTicks=a.majorTicks||5,this.config.minorTicks=a.minorTicks||2,this.config.greenColor=a.greenColor||"#109618",this.config.yellowColor=a.yellowColor||"#FF9900",this.config.redColor=a.redColor||"#DC3912",this.config.transitionDuration=a.transitionDuration||500},this.render=function(){this.body=d3.select(this.element).append("svg:svg").attr("class","gauge").attr("width",this.config.size).attr("height",this.config.size),this.body.append("svg:circle").attr("cx",this.config.cx).attr("cy",this.config.cy).attr("r",this.config.raduis).style("fill","#ccc").style("stroke","#000").style("stroke-width","0.5px"),this.body.append("svg:circle").attr("cx",this.config.cx).attr("cy",this.config.cy).attr("r",.9*this.config.raduis).style("fill","#fff").style("stroke","#e0e0e0").style("stroke-width","2px");for(var a in this.config.greenZones)this.drawBand(this.config.greenZones[a].from,this.config.greenZones[a].to,c.config.greenColor);for(var a in this.config.yellowZones)this.drawBand(this.config.yellowZones[a].from,this.config.yellowZones[a].to,c.config.yellowColor);for(var a in this.config.redZones)this.drawBand(this.config.redZones[a].from,this.config.redZones[a].to,c.config.redColor);if(void 0!=this.config.label){var b=Math.round(this.config.size/9);this.body.append("svg:text").attr("x",this.config.cx).attr("y",this.config.cy/2+b/2).attr("dy",b/2).attr("text-anchor","middle").text(this.config.label).style("font-size",b+"px").style("fill","#333").style("stroke-width","0px")}for(var b=Math.round(this.config.size/16),d=this.config.range/(this.config.majorTicks-1),e=this.config.min;e<=this.config.max;e+=d){for(var f=d/this.config.minorTicks,g=e+f;g<Math.min(e+d,this.config.max);g+=f){var h=this.valueToPoint(g,.75),i=this.valueToPoint(g,.85);this.body.append("svg:line").attr("x1",h.x).attr("y1",h.y).attr("x2",i.x).attr("y2",i.y).style("stroke","#666").style("stroke-width","1px")}var h=this.valueToPoint(e,.7),i=this.valueToPoint(e,.85);if(this.body.append("svg:line").attr("x1",h.x).attr("y1",h.y).attr("x2",i.x).attr("y2",i.y).style("stroke","#333").style("stroke-width","2px"),e==this.config.min||e==this.config.max){var j=this.valueToPoint(e,.63);this.body.append("svg:text").attr("x",j.x).attr("y",j.y).attr("dy",b/3).attr("text-anchor",e==this.config.min?"start":"end").text(e).style("font-size",b+"px").style("fill","#333").style("stroke-width","0px")}}var k=this.body.append("svg:g").attr("class","pointerContainer"),l=(this.config.min+this.config.max)/2,m=this.buildPointerPath(l),n=d3.svg.line().x(function(a){return a.x}).y(function(a){return 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c=this.rowFactory.aggCache[b],d=30*this.children.length;c.offsetTop=this.collapsed?c.offsetTop-d:c.offsetTop+d}this.rowFactory.renderedChange()},t.prototype.aggClass=function(){return this.collapsed?"ngAggArrowCollapsed":"ngAggArrowExpanded"},t.prototype.totalChildren=function(){if(this.aggChildren.length>0){var a=0,b=function(c){c.aggChildren.length>0?angular.forEach(c.aggChildren,function(a){b(a)}):a+=c.children.length};return b(this),a}return this.children.length},t.prototype.copy=function(){var a=new t(this.entity,this.rowFactory,this.rowHeight,this.groupInitState);return a.orig=this,a};var u=function(a,c,d,g,h,i){var j=this,l=a.colDef,m=500,n=0,o=null;j.colDef=a.colDef,j.width=l.width,j.groupIndex=0,j.isGroupedBy=!1,j.minWidth=l.minWidth?l.minWidth:50,j.maxWidth=l.maxWidth?l.maxWidth:9e3,j.enableCellEdit=void 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e,f;g.groupToMove?(e=b(a.target).closest(".ngGroupElement"),"ngGroupPanel"===e.context.className?(d.configGroups.splice(g.groupToMove.index,1),d.configGroups.push(g.groupToMove.groupName)):(f=angular.element(e).scope(),f&&g.groupToMove.index!==f.$index&&(d.configGroups.splice(g.groupToMove.index,1),d.configGroups.splice(f.$index,0,g.groupToMove.groupName))),g.groupToMove=void 0,c.fixGroupIndexes()):g.colToMove&&(-1===d.configGroups.indexOf(g.colToMove.col)&&(e=b(a.target).closest(".ngGroupElement"),"ngGroupPanel"===e.context.className||"ngGroupPanelDescription ng-binding"===e.context.className?d.groupBy(g.colToMove.col):(f=angular.element(e).scope(),f&&d.removeGroup(f.$index))),g.colToMove=void 0),d.$$phase||d.$apply()},g.onHeaderMouseDown=function(a){var c=b(a.target).closest(".ngHeaderSortColumn"),d=angular.element(c).scope();d&&(g.colToMove={header:c,col:d.col})},g.onHeaderDrop=function(a){if(g.colToMove&&!g.colToMove.col.pinned){var f=b(a.target).closest(".ngHeaderSortColumn"),h=angular.element(f).scope();if(h){if(g.colToMove.col===h.col||h.col.pinned)return;d.columns.splice(g.colToMove.col.index,1),d.columns.splice(h.col.index,0,g.colToMove.col),c.fixColumnIndexes(),g.colToMove=void 0,e.digest(d)}}},g.assignGridEventHandlers=function(){-1===c.config.tabIndex?(c.$viewport.attr("tabIndex",e.numberOfGrids),e.numberOfGrids++):c.$viewport.attr("tabIndex",c.config.tabIndex);var f,g=function(){clearTimeout(f),f=setTimeout(function(){e.RebuildGrid(d,c)},100)};b(a).on("resize.nggrid",g);var h,i=function(){clearTimeout(h),h=setTimeout(function(){e.RebuildGrid(d,c)},100)};b(c.$root.parent()).on("resize.nggrid",i),d.$on("$destroy",function(){b(a).off("resize.nggrid",g)})},g.assignGridEventHandlers(),g.assignEvents()},y=function(a,b){a.maxRows=function(){var c=Math.max(a.totalServerItems,b.data.length);return 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j,k=!1;if(l.isNullOrUndefined(g.width)?g.width="*":(k=isNaN(g.width)?l.endsWith(g.width,"%"):!1,j=k?g.width:parseInt(g.width,10)),isNaN(j)&&!e.hasUserChangedGridColumnWidths){if(j=g.width,"auto"===j){i.width=i.minWidth,d+=i.width;var m=i;return void e.$on("$destroy",e.$on("ngGridEventData",function(){s.resizeOnData(m)}))}if(-1!==j.indexOf("*"))return i.visible!==!1&&(c+=j.length),void a.push(g);if(k)return void b.push(g);throw'unable to parse column width, use percentage ("10%","20%", etc...) or "*" to use remaining width of grid'}i.visible!==!1&&(d+=i.width=parseInt(i.width,10))}),b.length>0){s.config.maintainColumnRatios=s.config.maintainColumnRatios!==!1;var g=0,i=0;angular.forEach(b,function(a){var b=e.columns[f[a.index]],c=parseFloat(a.width)/100;g+=c,b.visible||(i+=c)});var j=g-i;angular.forEach(b,function(a){var b=e.columns[f[a.index]],c=parseFloat(a.width)/100;c/=i>0?j:g;var h=s.rootDim.outerWidth*g;b.width=h*c,d+=b.width})}if(a.length>0){s.config.maintainColumnRatios=s.config.maintainColumnRatios!==!1;var k=s.rootDim.outerWidth-d;s.maxCanvasHt>e.viewportDimHeight()&&(k-=h.ScrollW);var m=Math.floor(k/c);angular.forEach(a,function(b,c){var g=e.columns[f[b.index]];g.width=m*b.width.length,g.visible!==!1&&(d+=g.width);var i=c===a.length-1;if(i&&d<s.rootDim.outerWidth){var j=s.rootDim.outerWidth-d;s.maxCanvasHt>e.viewportDimHeight()&&(j-=h.ScrollW),g.width+=j}})}},s.init=function(){return s.initTemplates().then(function(){e.selectionProvider=new E(s,e,n),e.domAccessProvider=new w(s),s.rowFactory=new C(s,e,h,k,l),s.searchProvider=new D(e,s,j),s.styleProvider=new F(e,s),e.$on("$destroy",e.$watch("configGroups",function(a){var b=[];angular.forEach(a,function(a){b.push(a.field||a)}),s.config.groups=b,s.rowFactory.filteredRowsChanged(),e.$emit("ngGridEventGroups",a)},!0)),e.$on("$destroy",e.$watch("columns",function(a){e.isColumnResizing||h.RebuildGrid(e,s),e.$emit("ngGridEventColumns",a)},!0)),e.$on("$destroy",e.$watch(function(){return f.i18n},function(a){l.seti18n(e,a)})),s.maxCanvasHt=s.calcMaxCanvasHeight(),s.config.sortInfo.fields&&s.config.sortInfo.fields.length>0&&e.$on("$destroy",e.$watch(function(){return s.config.sortInfo},function(){g.isSorting||(s.sortColumnsInit(),e.$emit("ngGridEventSorted",s.config.sortInfo))},!0))})},s.resizeOnData=function(a){var c=a.minWidth,d=l.getElementsByClassName("col"+a.index);angular.forEach(d,function(a,d){var e;if(0===d){var f=b(a).find(".ngHeaderText");e=l.visualLength(f)+10}else{var g=b(a).find(".ngCellText");e=l.visualLength(g)+10}e>c&&(c=e)}),a.width=a.longest=Math.min(a.maxWidth,c+7),h.BuildStyles(e,s,!0)},s.lastSortedColumns=[],s.sortData=function(a,c){if(c&&c.shiftKey&&s.config.sortInfo){var d=s.config.sortInfo.columns.indexOf(a);-1===d?(1===s.config.sortInfo.columns.length&&(s.config.sortInfo.columns[0].sortPriority=1),s.config.sortInfo.columns.push(a),a.sortPriority=s.config.sortInfo.columns.length,s.config.sortInfo.fields.push(a.field),s.config.sortInfo.directions.push(a.sortDirection),s.lastSortedColumns.push(a)):s.config.sortInfo.directions[d]=a.sortDirection}else if(!s.config.useExternalSorting||s.config.useExternalSorting&&s.config.sortInfo){var f=b.isArray(a);s.config.sortInfo.columns.length=0,s.config.sortInfo.fields.length=0,s.config.sortInfo.directions.length=0;var g=function(a){s.config.sortInfo.columns.push(a),s.config.sortInfo.fields.push(a.field),s.config.sortInfo.directions.push(a.sortDirection),s.lastSortedColumns.push(a)};f?angular.forEach(a,function(a,b){a.sortPriority=b+1,g(a)}):(s.clearSortingData(a),a.sortPriority=void 0,g(a)),s.sortActual(),s.searchProvider.evalFilter(),e.$emit("ngGridEventSorted",s.config.sortInfo)}},s.sortColumnsInit=function(){s.config.sortInfo.columns?s.config.sortInfo.columns.length=0:s.config.sortInfo.columns=[];var a=[];angular.forEach(e.columns,function(b){var c=s.config.sortInfo.fields.indexOf(b.field);-1!==c&&(b.sortDirection=s.config.sortInfo.directions[c]||"asc",a[c]=b)}),s.sortData(1===a.length?a[0]:a)},s.sortActual=function(){if(!s.config.useExternalSorting){var a=s.data.slice(0);angular.forEach(a,function(a,b){var c=s.rowMap[b];if(void 0!==c){var d=s.rowCache[c];void 0!==d&&(a.preSortSelected=d.selected,a.preSortIndex=b)}}),g.Sort(s.config.sortInfo,a),angular.forEach(a,function(a,b){s.rowCache[b].entity=a,s.rowCache[b].selected=a.preSortSelected,s.rowMap[a.preSortIndex]=b,delete a.preSortSelected,delete a.preSortIndex})}},s.clearSortingData=function(a){a?(angular.forEach(s.lastSortedColumns,function(b){a.index!==b.index&&(b.sortDirection="",b.sortPriority=null)}),s.lastSortedColumns[0]=a,s.lastSortedColumns.length=1):(angular.forEach(s.lastSortedColumns,function(a){a.sortDirection="",a.sortPriority=null}),s.lastSortedColumns=[])},s.fixColumnIndexes=function(){for(var a=0;a<e.columns.length;a++)e.columns[a].index=a},s.fixGroupIndexes=function(){angular.forEach(e.configGroups,function(a,b){a.groupIndex=b+1})},e.elementsNeedMeasuring=!0,e.columns=[],e.renderedRows=[],e.renderedColumns=[],e.headerRow=null,e.rowHeight=s.config.rowHeight,e.jqueryUITheme=s.config.jqueryUITheme,e.showSelectionCheckbox=s.config.showSelectionCheckbox,e.enableCellSelection=s.config.enableCellSelection,e.enableCellEditOnFocus=s.config.enableCellEditOnFocus,e.footer=null,e.selectedItems=s.config.selectedItems,e.multiSelect=s.config.multiSelect,e.showFooter=s.config.showFooter,e.footerRowHeight=e.showFooter?s.config.footerRowHeight:0,e.showColumnMenu=s.config.showColumnMenu,e.forceSyncScrolling=s.config.forceSyncScrolling,e.showMenu=!1,e.configGroups=[],e.gridId=s.gridId,e.enablePaging=s.config.enablePaging,e.pagingOptions=s.config.pagingOptions,e.i18n={},l.seti18n(e,s.config.i18n),e.adjustScrollLeft=function(a){for(var b=0,c=0,d=e.columns.length,f=[],g=!s.config.enableColumnHeavyVirt,i=0,j=function(a){g?f.push(a):e.renderedColumns[i]?e.renderedColumns[i].setVars(a):e.renderedColumns[i]=a.copy(),i++},k=0;d>k;k++){var l=e.columns[k];if(l.visible!==!1){var m=l.width+b;if(l.pinned){j(l);var n=k>0?a+c:a;h.setColLeft(l,n,s),c+=l.width}else m>=a&&b<=a+s.rootDim.outerWidth&&j(l);b+=l.width}}g&&(e.renderedColumns=f)},s.prevScrollTop=0,s.prevScrollIndex=0,e.adjustScrollTop=function(a,b){if(s.prevScrollTop!==a||b){a>0&&s.$viewport[0].scrollHeight-a<=s.$viewport.outerHeight()&&e.$emit("ngGridEventScroll");var f,g=Math.floor(a/s.config.rowHeight);if(s.filteredRows.length>s.config.virtualizationThreshold){if(s.prevScrollTop<a&&g<s.prevScrollIndex+d)return;if(s.prevScrollTop>a&&g>s.prevScrollIndex-d)return;f=new A(Math.max(0,g-c),g+s.minRowsToRender()+c)}else{var h=e.configGroups.length>0?s.rowFactory.parsedData.length:s.filteredRows.length;f=new A(0,Math.max(h,s.minRowsToRender()+c))}s.prevScrollTop=a,s.rowFactory.UpdateViewableRange(f),s.prevScrollIndex=g}},e.toggleShowMenu=function(){e.showMenu=!e.showMenu},e.toggleSelectAll=function(a,b){e.selectionProvider.toggleSelectAll(a,!1,b)},e.totalFilteredItemsLength=function(){return s.filteredRows.length},e.showGroupPanel=function(){return s.config.showGroupPanel},e.topPanelHeight=function(){return s.config.showGroupPanel===!0?s.config.headerRowHeight+32:s.config.headerRowHeight},e.viewportDimHeight=function(){return Math.max(0,s.rootDim.outerHeight-e.topPanelHeight()-e.footerRowHeight-2)},e.groupBy=function(a){if(!(s.data.length<1)&&a.groupable&&a.field){a.sortDirection||a.sort({shiftKey:e.configGroups.length>0?!0:!1});var b=e.configGroups.indexOf(a);-1===b?(a.isGroupedBy=!0,e.configGroups.push(a),a.groupIndex=e.configGroups.length):e.removeGroup(b),s.$viewport.scrollTop(0),h.digest(e)}},e.removeGroup=function(a){var b=e.columns.filter(function(b){return b.groupIndex===a+1})[0];b.isGroupedBy=!1,b.groupIndex=0,e.columns[a].isAggCol&&(e.columns.splice(a,1),e.configGroups.splice(a,1),s.fixGroupIndexes()),0===e.configGroups.length&&(s.fixColumnIndexes(),h.digest(e)),e.adjustScrollLeft(0)},e.togglePin=function(a){for(var b=a.index,c=0,d=0;d<e.columns.length&&e.columns[d].pinned;d++)c++;a.pinned&&(c=Math.max(a.originalIndex,c-1)),a.pinned=!a.pinned,e.columns.splice(b,1),e.columns.splice(c,0,a),s.fixColumnIndexes(),h.BuildStyles(e,s,!0),s.$viewport.scrollLeft(s.$viewport.scrollLeft()-a.width)},e.totalRowWidth=function(){for(var a=0,b=e.columns,c=0;c<b.length;c++)b[c].visible!==!1&&(a+=b[c].width);return a},e.headerScrollerDim=function(){var a=e.viewportDimHeight(),b=s.maxCanvasHt,c=b>a,d=new v;return d.autoFitHeight=!0,d.outerWidth=e.totalRowWidth(),c?d.outerWidth+=s.elementDims.scrollW:b-a<=s.elementDims.scrollH&&(d.outerWidth+=s.elementDims.scrollW),d}},A=function(a,b){this.topRow=a,this.bottomRow=b},B=function(a,b,c,d,e){this.entity=a,this.config=b,this.selectionProvider=c,this.rowIndex=d,this.utils=e,this.selected=c.getSelection(a),this.cursor=this.config.enableRowSelection&&!this.config.selectWithCheckboxOnly?"pointer":"default",this.beforeSelectionChange=b.beforeSelectionChangeCallback,this.afterSelectionChange=b.afterSelectionChangeCallback,this.offsetTop=this.rowIndex*b.rowHeight,this.rowDisplayIndex=0};B.prototype.setSelection=function(a){this.selectionProvider.setSelection(this,a),this.selectionProvider.lastClickedRow=this},B.prototype.continueSelection=function(a){this.selectionProvider.ChangeSelection(this,a)},B.prototype.ensureEntity=function(a){this.entity!==a&&(this.entity=a,this.selected=this.selectionProvider.getSelection(this.entity))},B.prototype.toggleSelected=function(a){if(!this.config.enableRowSelection&&!this.config.enableCellSelection)return!0;var b=a.target||a;return"checkbox"===b.type&&"ngSelectionCell ng-scope"!==b.parentElement.className?!0:this.config.selectWithCheckboxOnly&&"checkbox"!==b.type?(this.selectionProvider.lastClickedRow=this,!0):(this.beforeSelectionChange(this,a)&&this.continueSelection(a),!1)},B.prototype.alternatingRowClass=function(){var a=this.rowIndex%2===0,b={ngRow:!0,selected:this.selected,even:a,odd:!a,"ui-state-default":this.config.jqueryUITheme&&a,"ui-state-active":this.config.jqueryUITheme&&!a};return b},B.prototype.getProperty=function(a){return this.utils.evalProperty(this.entity,a)},B.prototype.copy=function(){return this.clone=new B(this.entity,this.config,this.selectionProvider,this.rowIndex,this.utils),this.clone.isClone=!0,this.clone.elm=this.elm,this.clone.orig=this,this.clone},B.prototype.setVars=function(a){a.clone=this,this.entity=a.entity,this.selected=a.selected,this.orig=a};var C=function(a,b,d,e,f){var k=this;k.aggCache={},k.parentCache=[],k.dataChanged=!0,k.parsedData=[],k.rowConfig={},k.selectionProvider=b.selectionProvider,k.rowHeight=30,k.numberOfAggregates=0,k.groupedData=void 0,k.rowHeight=a.config.rowHeight,k.rowConfig={enableRowSelection:a.config.enableRowSelection,rowClasses:a.config.rowClasses,selectedItems:b.selectedItems,selectWithCheckboxOnly:a.config.selectWithCheckboxOnly,beforeSelectionChangeCallback:a.config.beforeSelectionChange,afterSelectionChangeCallback:a.config.afterSelectionChange,jqueryUITheme:a.config.jqueryUITheme,enableCellSelection:a.config.enableCellSelection,rowHeight:a.config.rowHeight},k.renderedRange=new A(0,a.minRowsToRender()+c),k.buildEntityRow=function(a,b){return new B(a,k.rowConfig,k.selectionProvider,b,f)},k.buildAggregateRow=function(b,c){var d=k.aggCache[b.aggIndex];return d||(d=new t(b,k,k.rowConfig.rowHeight,a.config.groupsCollapsedByDefault),k.aggCache[b.aggIndex]=d),d.rowIndex=c,d.offsetTop=c*k.rowConfig.rowHeight,d},k.UpdateViewableRange=function(a){k.renderedRange=a,k.renderedChange()},k.filteredRowsChanged=function(){a.lateBoundColumns&&a.filteredRows.length>0&&(a.config.columnDefs=void 0,a.buildColumns(),a.lateBoundColumns=!1,b.$evalAsync(function(){b.adjustScrollLeft(0)})),k.dataChanged=!0,a.config.groups.length>0&&k.getGrouping(a.config.groups),k.UpdateViewableRange(k.renderedRange)},k.renderedChange=function(){if(!k.groupedData||a.config.groups.length<1)return k.renderedChangeNoGroups(),void a.refreshDomSizes();k.wasGrouped=!0,k.parentCache=[];var b=0,c=k.parsedData.filter(function(a){return a.isAggRow?a.parent&&a.parent.collapsed?!1:!0:(a[i]||(a.rowIndex=b++),!a[i])});k.totalRows=c.length;for(var d=[],e=k.renderedRange.topRow;e<k.renderedRange.bottomRow;e++)c[e]&&(c[e].offsetTop=e*a.config.rowHeight,d.push(c[e]));a.setRenderedRows(d)},k.renderedChangeNoGroups=function(){for(var b=[],c=k.renderedRange.topRow;c<k.renderedRange.bottomRow;c++)a.filteredRows[c]&&(a.filteredRows[c].rowIndex=c,a.filteredRows[c].offsetTop=c*a.config.rowHeight,b.push(a.filteredRows[c]));a.setRenderedRows(b)},k.fixRowCache=function(){var b=a.data.length,c=b-a.rowCache.length;if(0>c)a.rowCache.length=a.rowMap.length=b;else for(var d=a.rowCache.length;b>d;d++)a.rowCache[d]=a.rowFactory.buildEntityRow(a.data[d],d)},k.parseGroupData=function(a){if(a.values)for(var b=0;b<a.values.length;b++)k.parentCache[k.parentCache.length-1].children.push(a.values[b]),k.parsedData.push(a.values[b]);else for(var c in a)if(c!==g&&c!==h&&c!==j&&a.hasOwnProperty(c)){var d=k.buildAggregateRow({gField:a[g],gLabel:c,gDepth:a[h],isAggRow:!0,_ng_hidden_:!1,children:[],aggChildren:[],aggIndex:k.numberOfAggregates,aggLabelFilter:a[j].aggLabelFilter},0);k.numberOfAggregates++,d.parent=k.parentCache[d.depth-1],d.parent&&(d.parent.collapsed=!1,d.parent.aggChildren.push(d)),k.parsedData.push(d),k.parentCache[d.depth]=d,k.parseGroupData(a[c])}},k.getGrouping=function(c){function l(a,b){return a.filter(function(a){return a.field===b})}k.aggCache=[],k.numberOfAggregates=0,k.groupedData={};for(var m=a.filteredRows,n=c.length,o=b.columns,p=0;p<m.length;p++){var q=m[p].entity;if(!q)return;m[p][i]=a.config.groupsCollapsedByDefault;for(var r=k.groupedData,s=0;s<c.length;s++){var t=c[s],v=l(o,t)[0],w=f.evalProperty(q,t);w=w?w.toString():"null",r[w]||(r[w]={}),r[g]||(r[g]=t),r[h]||(r[h]=s),r[j]||(r[j]=v),r=r[w]}r.values||(r.values=[]),r.values.push(m[p])}if(o.length>0)for(var x=0;x<c.length;x++)!o[x].isAggCol&&n>=x&&o.splice(0,0,new u({colDef:{field:"",width:25,sortable:!1,resizable:!1,headerCellTemplate:'<div class="ngAggHeader"></div>',pinned:a.config.pinSelectionCheckbox},enablePinning:a.config.enablePinning,isAggCol:!0,headerRowHeight:a.config.headerRowHeight},b,a,d,e,f));a.fixColumnIndexes(),b.adjustScrollLeft(0),k.parsedData.length=0,k.parseGroupData(k.groupedData),k.fixRowCache()},a.config.groups.length>0&&a.filteredRows.length>0&&k.getGrouping(a.config.groups)},D=function(a,c,d){var e=this,f=[];e.extFilter=c.config.filterOptions.useExternalFilter,a.showFilter=c.config.showFilter,a.filterText="",e.fieldMap={};var g=function(a){var b={};for(var c in a)a.hasOwnProperty(c)&&(b[c.toLowerCase()]=a[c]);return b},h=function(a,b,c){var e;for(var f in b)if(b.hasOwnProperty(f)){var i=c[f.toLowerCase()];if(!i)continue;var j=b[f];if("object"!=typeof j||j instanceof Date){var k=null,l=null;if(i&&i.cellFilter&&(l=i.cellFilter.split(":"),k=d(l[0])),null!==j&&void 0!==j){if("function"==typeof k){var m=k(j,l[1].slice(1,-1)).toString();e=a.regex.test(m)}else e=a.regex.test(j.toString());if(e)return!0}}else{var n=g(i);if(e=h(a,j,n))return!0}}return!1},i=function(a,b){var c,f=e.fieldMap[a.columnDisplay];if(!f)return!1;var g=f.cellFilter.split(":"),h=f.cellFilter?d(g[0]):null,i=b[a.column]||b[f.field.split(".")[0]];if(null===i||void 0===i)return!1;if("function"==typeof h){var j=h("object"==typeof i?k(i,f.field):i,g[1]).toString();c=a.regex.test(j)}else c=a.regex.test("object"==typeof i?k(i,f.field).toString():i.toString());return c?!0:!1},j=function(a){for(var b=0,c=f.length;c>b;b++){var d,g=f[b];if(d=g.column?i(g,a):h(g,a,e.fieldMap),!d)return!1}return!0};e.evalFilter=function(){c.filteredRows=0===f.length?c.rowCache:c.rowCache.filter(function(a){return j(a.entity)});for(var a=0;a<c.filteredRows.length;a++)c.filteredRows[a].rowIndex=a;c.rowFactory.filteredRowsChanged()};var k=function(a,b){if("object"!=typeof a||"string"!=typeof b)return a;var c=b.split("."),d=a;if(c.length>1){for(var e=1,f=c.length;f>e;e++)if(d=d[c[e]],!d)return a;return d}return a},l=function(a,b){try{return new RegExp(a,b)}catch(c){return new RegExp(a.replace(/(\^|\$|\(|\)|<|>|\[|\]|\{|\}|\\|\||\.|\*|\+|\?)/g,"\\$1"))}},m=function(a){f=[];var c;if(c=b.trim(a))for(var d=c.split(";"),e=0;e<d.length;e++){var g=d[e].split(":");if(g.length>1){var h=b.trim(g[0]),i=b.trim(g[1]);h&&i&&f.push({column:h,columnDisplay:h.replace(/\s+/g,"").toLowerCase(),regex:l(i,"i")})}else{var j=b.trim(g[0]);j&&f.push({column:"",regex:l(j,"i")})}}};e.extFilter||a.$on("$destroy",a.$watch("columns",function(a){for(var b=0;b<a.length;b++){var c=a[b];if(c.field)if(c.field.match(/\./g)){for(var d=c.field.split("."),f=e.fieldMap,g=0;g<d.length-1;g++)f[d[g]]=f[d[g]]||{},f=f[d[g]];f[d[d.length-1]]=c}else e.fieldMap[c.field.toLowerCase()]=c;c.displayName&&(e.fieldMap[c.displayName.toLowerCase().replace(/\s+/g,"")]=c)}})),a.$on("$destroy",a.$watch(function(){return c.config.filterOptions.filterText},function(b){a.filterText=b})),a.$on("$destroy",a.$watch("filterText",function(b){e.extFilter||(a.$emit("ngGridEventFilter",b),m(b),e.evalFilter())}))},E=function(a,b,c){var d=this;d.multi=a.config.multiSelect,d.selectedItems=a.config.selectedItems,d.selectedIndex=a.config.selectedIndex,d.lastClickedRow=void 0,d.ignoreSelectedItemChanges=!1,d.pKeyParser=c(a.config.primaryKey),d.ChangeSelection=function(c,e){var f=e.which||e.keyCode,g=40===f||38===f;if(e&&e.shiftKey&&!e.keyCode&&d.multi&&a.config.enableRowSelection){if(d.lastClickedRow){var h;h=b.configGroups.length>0?a.rowFactory.parsedData.filter(function(a){return!a.isAggRow}):a.filteredRows;var i=c.rowIndex,j=d.lastClickedRowIndex;if(i===j)return!1;j>i?(i^=j,j=i^j,i^=j,i--):j++;for(var k=[];i>=j;j++)k.push(h[j]);if(k[k.length-1].beforeSelectionChange(k,e)){for(var l=0;l<k.length;l++){var m=k[l],n=m.selected;m.selected=!n,m.clone&&(m.clone.selected=m.selected);var o=d.selectedItems.indexOf(m.entity);-1===o?d.selectedItems.push(m.entity):d.selectedItems.splice(o,1)}k[k.length-1].afterSelectionChange(k,e)}return d.lastClickedRow=c,d.lastClickedRowIndex=c.rowIndex,!0}}else d.multi?(!e.keyCode||g&&!a.config.selectWithCheckboxOnly)&&d.setSelection(c,!c.selected):d.lastClickedRow===c?d.setSelection(d.lastClickedRow,a.config.keepLastSelected?!0:!c.selected):(d.lastClickedRow&&d.setSelection(d.lastClickedRow,!1),d.setSelection(c,!c.selected));return d.lastClickedRow=c,d.lastClickedRowIndex=c.rowIndex,!0},d.getSelection=function(a){return-1!==d.getSelectionIndex(a)},d.getSelectionIndex=function(b){var c=-1;if(a.config.primaryKey){var e=d.pKeyParser(b);angular.forEach(d.selectedItems,function(a,b){e===d.pKeyParser(a)&&(c=b)})}else c=d.selectedItems.indexOf(b);return c},d.setSelection=function(b,c){if(a.config.enableRowSelection){if(c)-1===d.getSelectionIndex(b.entity)&&(!d.multi&&d.selectedItems.length>0&&d.toggleSelectAll(!1,!0),d.selectedItems.push(b.entity));else{var e=d.getSelectionIndex(b.entity);-1!==e&&d.selectedItems.splice(e,1)}b.selected=c,b.orig&&(b.orig.selected=c),b.clone&&(b.clone.selected=c),b.afterSelectionChange(b)}},d.toggleSelectAll=function(b,c,e){var f=e?a.filteredRows:a.rowCache;if(c||a.config.beforeSelectionChange(f,b)){var g=d.selectedItems.length;g>0&&(d.selectedItems.length=0);for(var h=0;h<f.length;h++)f[h].selected=b,f[h].clone&&(f[h].clone.selected=b),b&&d.selectedItems.push(f[h].entity);c||a.config.afterSelectionChange(f,b)}}},F=function(a,b){a.headerCellStyle=function(a){return{height:a.headerRowHeight+"px"}},a.rowStyle=function(b){var c={top:b.offsetTop+"px",height:a.rowHeight+"px"};return b.isAggRow&&(c.left=b.offsetLeft),c},a.canvasStyle=function(){return{height:b.maxCanvasHt+"px"}},a.headerScrollerStyle=function(){return{height:b.config.headerRowHeight+"px"}},a.topPanelStyle=function(){return{width:b.rootDim.outerWidth+"px",height:a.topPanelHeight()+"px"}},a.headerStyle=function(){return{width:b.rootDim.outerWidth+"px",height:b.config.headerRowHeight+"px"}},a.groupPanelStyle=function(){return{width:b.rootDim.outerWidth+"px",height:"32px"}},a.viewportStyle=function(){return{width:b.rootDim.outerWidth+"px",height:a.viewportDimHeight()+"px"}},a.footerStyle=function(){return{width:b.rootDim.outerWidth+"px",height:a.footerRowHeight+"px"}}};q.directive("ngCellHasFocus",["$domUtilityService",function(a){var b=function(b){b.isFocused=!0,a.digest(b),b.$broadcast("ngGridEventStartCellEdit"),b.$emit("ngGridEventStartCellEdit"),b.$on("$destroy",b.$on("ngGridEventEndCellEdit",function(){b.isFocused=!1,a.digest(b)}))};return function(a,c){function d(){return a.enableCellEditOnFocus?j=!0:c.focus(),!0}function e(d){a.enableCellEditOnFocus&&(d.preventDefault(),j=!1,b(a,c))}function f(){return i=!0,a.enableCellEditOnFocus&&!j&&b(a,c),!0}function g(){return i=!1,!0}function h(d){return a.enableCellEditOnFocus||(i&&37!==d.keyCode&&38!==d.keyCode&&39!==d.keyCode&&40!==d.keyCode&&9!==d.keyCode&&!d.shiftKey&&13!==d.keyCode&&b(a,c),i&&d.shiftKey&&d.keyCode>=65&&d.keyCode<=90&&b(a,c),27===d.keyCode&&c.focus()),!0}var i=!1,j=!1;a.editCell=function(){a.enableCellEditOnFocus||setTimeout(function(){b(a,c)},0)},c.bind("mousedown",d),c.bind("click",e),c.bind("focus",f),c.bind("blur",g),c.bind("keydown",h),c.on("$destroy",function(){c.off("mousedown",d),c.off("click",e),c.off("focus",f),c.off("blur",g),c.off("keydown",h)})}}]),q.directive("ngCellText",function(){return function(a,b){function c(a){a.preventDefault()}function d(a){a.preventDefault()}b.bind("mouseover",c),b.bind("mouseleave",d),b.on("$destroy",function(){b.off("mouseover",c),b.off("mouseleave",d)})}}),q.directive("ngCell",["$compile","$domUtilityService",function(a,c){var d={scope:!1,compile:function(){return{pre:function(c,d){var e,f=c.col.cellTemplate.replace(l,"row.entity."+c.col.field);c.col.enableCellEdit?(e=c.col.cellEditTemplate,e=e.replace(o,c.col.cellEditableCondition),e=e.replace(m,f),e=e.replace(n,c.col.editableCellTemplate.replace(l,"row.entity."+c.col.field))):e=f;var g=b(e);d.append(g),a(g)(c),c.enableCellSelection&&-1===g[0].className.indexOf("ngSelectionCell")&&(g[0].setAttribute("tabindex",0),g.addClass("ngCellElement"))
-},post:function(a,b){a.enableCellSelection&&a.domAccessProvider.selectionHandlers(a,b),a.$on("$destroy",a.$on("ngGridEventDigestCell",function(){c.digest(a)}))}}}};return d}]),q.directive("ngEditCellIf",[function(){return{transclude:"element",priority:1e3,terminal:!0,restrict:"A",compile:function(a,b,c){return function(a,b,d){var e,f;a.$on("$destroy",a.$watch(d.ngEditCellIf,function(d){e&&(e.remove(),e=void 0),f&&(f.$destroy(),f=void 0),d&&(f=a.$new(),c(f,function(a){e=a,b.after(a)}))}))}}}}]),q.directive("ngGridFooter",["$compile","$templateCache",function(a,b){var c={scope:!1,compile:function(){return{pre:function(c,d){0===d.children().length&&d.append(a(b.get(c.gridId+"footerTemplate.html"))(c))}}}};return c}]),q.directive("ngGridMenu",["$compile","$templateCache",function(a,b){var c={scope:!1,compile:function(){return{pre:function(c,d){0===d.children().length&&d.append(a(b.get(c.gridId+"menuTemplate.html"))(c))}}}};return c}]),q.directive("ngGrid",["$compile","$filter","$templateCache","$sortService","$domUtilityService","$utilityService","$timeout","$parse","$http","$q",function(a,c,d,e,f,g,h,i,j,k){var l={scope:!0,compile:function(){return{pre:function(l,m,n){var o=b(m),p=l.$eval(n.ngGrid);p.gridDim=new v({outerHeight:b(o).height(),outerWidth:b(o).width()});var q=new z(l,p,e,f,c,d,g,h,i,j,k);return l.$on("$destroy",function(){p.gridDim=null,p.selectRow=null,p.selectItem=null,p.selectAll=null,p.selectVisible=null,p.groupBy=null,p.sortBy=null,p.gridId=null,p.ngGrid=null,p.$gridScope=null,p.$gridServices=null,l.domAccessProvider.grid=null,angular.element(q.styleSheet).remove(),q.styleSheet=null}),q.init().then(function(){if("string"==typeof p.columnDefs?l.$on("$destroy",l.$parent.$watch(p.columnDefs,function(a){return a?(q.lateBoundColumns=!1,l.columns=[],q.config.columnDefs=a,q.buildColumns(),q.eventProvider.assignEvents(),void f.RebuildGrid(l,q)):(q.refreshDomSizes(),void q.buildColumns())},!0)):q.buildColumns(),"string"==typeof p.totalServerItems?l.$on("$destroy",l.$parent.$watch(p.totalServerItems,function(a){l.totalServerItems=angular.isDefined(a)?a:0})):l.totalServerItems=0,"string"==typeof p.data){var c=function(a){q.data=b.extend([],a),q.rowFactory.fixRowCache(),angular.forEach(q.data,function(a,b){var c=q.rowMap[b]||b;q.rowCache[c]&&q.rowCache[c].ensureEntity(a),q.rowMap[c]=b}),q.searchProvider.evalFilter(),q.configureColumnWidths(),q.refreshDomSizes(),q.config.sortInfo.fields.length>0&&(q.sortColumnsInit(),l.$emit("ngGridEventSorted",q.config.sortInfo)),l.$emit("ngGridEventData",q.gridId)};l.$on("$destroy",l.$parent.$watch(p.data,c)),l.$on("$destroy",l.$parent.$watch(p.data+".length",function(){c(l.$eval(p.data)),l.adjustScrollTop(q.$viewport.scrollTop(),!0)}))}return q.footerController=new y(l,q),m.addClass("ngGrid").addClass(q.gridId.toString()),p.enableHighlighting||m.addClass("unselectable"),p.jqueryUITheme&&m.addClass("ui-widget"),m.append(a(d.get("gridTemplate.html"))(l)),f.AssignGridContainers(l,m,q),q.eventProvider=new x(q,l,f,h),p.selectRow=function(a,b){q.rowCache[a]&&(q.rowCache[a].clone&&q.rowCache[a].clone.setSelection(b?!0:!1),q.rowCache[a].setSelection(b?!0:!1))},p.selectItem=function(a,b){p.selectRow(q.rowMap[a],b)},p.selectAll=function(a){l.toggleSelectAll(a)},p.selectVisible=function(a){l.toggleSelectAll(a,!0)},p.groupBy=function(a){if(a)l.groupBy(l.columns.filter(function(b){return b.field===a})[0]);else{var c=b.extend(!0,[],l.configGroups);angular.forEach(c,l.groupBy)}},p.sortBy=function(a){var b=l.columns.filter(function(b){return b.field===a})[0];b&&b.sort()},p.gridId=q.gridId,p.ngGrid=q,p.$gridScope=l,p.$gridServices={SortService:e,DomUtilityService:f,UtilityService:g},l.$on("$destroy",l.$on("ngGridEventDigestGrid",function(){f.digest(l.$parent)})),l.$on("$destroy",l.$on("ngGridEventDigestGridParent",function(){f.digest(l.$parent)})),l.$evalAsync(function(){l.adjustScrollLeft(0)}),angular.forEach(p.plugins,function(a){"function"==typeof a&&(a=new a);var b=l.$new();a.init(b,q,p.$gridServices),p.plugins[g.getInstanceType(a)]=a,l.$on("$destroy",function(){b.$destroy()})}),"function"==typeof p.init&&p.init(q,l),null})}}}};return l}]),q.directive("ngHeaderCell",["$compile",function(a){var b={scope:!1,compile:function(){return{pre:function(b,c){c.append(a(b.col.headerCellTemplate)(b))}}}};return b}]),q.directive("ngHeaderRow",["$compile","$templateCache",function(a,b){var c={scope:!1,compile:function(){return{pre:function(c,d){0===d.children().length&&d.append(a(b.get(c.gridId+"headerRowTemplate.html"))(c))}}}};return c}]),q.directive("ngInput",[function(){return{require:"ngModel",link:function(a,b,c,d){function e(c){switch(c.keyCode){case 37:case 38:case 39:case 40:c.stopPropagation();break;case 27:a.$$phase||a.$apply(function(){d.$setViewValue(h),b.blur()});break;case 13:(a.enableCellEditOnFocus&&a.totalFilteredItemsLength()-1>a.row.rowIndex&&a.row.rowIndex>0||a.col.enableCellEdit)&&b.blur()}return!0}function f(a){a.stopPropagation()}function g(a){a.stopPropagation()}var h,i=a.$watch("ngModel",function(){h=d.$modelValue,i()});b.bind("keydown",e),b.bind("click",f),b.bind("mousedown",g),b.on("$destroy",function(){b.off("keydown",e),b.off("click",f),b.off("mousedown",g)}),a.$on("$destroy",a.$on("ngGridEventStartCellEdit",function(){b.focus(),b.select()})),angular.element(b).bind("blur",function(){a.$emit("ngGridEventEndCellEdit")})}}}]),q.directive("ngRow",["$compile","$domUtilityService","$templateCache",function(a,b,c){var d={scope:!1,compile:function(){return{pre:function(d,e){if(d.row.elm=e,d.row.clone&&(d.row.clone.elm=e),d.row.isAggRow){var f=c.get(d.gridId+"aggregateTemplate.html");f=d.row.aggLabelFilter?f.replace(k,"| "+d.row.aggLabelFilter):f.replace(k,""),e.append(a(f)(d))}else e.append(a(c.get(d.gridId+"rowTemplate.html"))(d));d.$on("$destroy",d.$on("ngGridEventDigestRow",function(){b.digest(d)}))}}}};return d}]),q.directive("ngViewport",[function(){return function(a,b){function c(b){var c=b.target.scrollLeft,d=b.target.scrollTop;return a.$headerContainer&&a.$headerContainer.scrollLeft(c),a.adjustScrollLeft(c),a.adjustScrollTop(d),a.forceSyncScrolling?i():(clearTimeout(g),g=setTimeout(i,150)),f=c,h=d,e=!1,!0}function d(){return e=!0,b.focus&&b.focus(),!0}var e,f,g,h=0,i=function(){a.$root.$$phase||a.$digest()};b.bind("scroll",c),b.bind("mousewheel DOMMouseScroll",d),b.on("$destroy",function(){b.off("scroll",c),b.off("mousewheel DOMMouseScroll",d)}),a.enableCellSelection||a.domAccessProvider.selectionHandlers(a,b)}}]),a.ngGrid.i18n.da={ngAggregateLabel:"artikler",ngGroupPanelDescription:"Grupér rækker udfra en kolonne ved at trække dens overskift hertil.",ngSearchPlaceHolder:"Søg...",ngMenuText:"Vælg kolonner:",ngShowingItemsLabel:"Viste rækker:",ngTotalItemsLabel:"Rækker totalt:",ngSelectedItemsLabel:"Valgte rækker:",ngPageSizeLabel:"Side størrelse:",ngPagerFirstTitle:"Første side",ngPagerNextTitle:"Næste side",ngPagerPrevTitle:"Forrige side",ngPagerLastTitle:"Sidste side"},a.ngGrid.i18n.de={ngAggregateLabel:"eintrag",ngGroupPanelDescription:"Ziehen Sie eine Spaltenüberschrift hierhin um nach dieser Spalte zu gruppieren.",ngSearchPlaceHolder:"Suche...",ngMenuText:"Spalten auswählen:",ngShowingItemsLabel:"Zeige Einträge:",ngTotalItemsLabel:"Einträge gesamt:",ngSelectedItemsLabel:"Ausgewählte Einträge:",ngPageSizeLabel:"Einträge pro Seite:",ngPagerFirstTitle:"Erste Seite",ngPagerNextTitle:"Nächste Seite",ngPagerPrevTitle:"Vorherige Seite",ngPagerLastTitle:"Letzte Seite"},a.ngGrid.i18n.en={ngAggregateLabel:"items",ngGroupPanelDescription:"Drag a column header here and drop it to group by that column.",ngSearchPlaceHolder:"Search...",ngMenuText:"Choose Columns:",ngShowingItemsLabel:"Showing Items:",ngTotalItemsLabel:"Total Items:",ngSelectedItemsLabel:"Selected Items:",ngPageSizeLabel:"Page Size:",ngPagerFirstTitle:"First Page",ngPagerNextTitle:"Next Page",ngPagerPrevTitle:"Previous Page",ngPagerLastTitle:"Last Page"},a.ngGrid.i18n.es={ngAggregateLabel:"Artículos",ngGroupPanelDescription:"Arrastre un encabezado de columna aquí y soltarlo para agrupar por esa columna.",ngSearchPlaceHolder:"Buscar...",ngMenuText:"Elegir columnas:",ngShowingItemsLabel:"Artículos Mostrando:",ngTotalItemsLabel:"Artículos Totales:",ngSelectedItemsLabel:"Artículos Seleccionados:",ngPageSizeLabel:"Tamaño de Página:",ngPagerFirstTitle:"Primera Página",ngPagerNextTitle:"Página Siguiente",ngPagerPrevTitle:"Página Anterior",ngPagerLastTitle:"Última Página"},a.ngGrid.i18n.fa={ngAggregateLabel:"موردها",ngGroupPanelDescription:"یک عنوان ستون اینجا را بردار و به گروهی از آن ستون بیانداز.",ngSearchPlaceHolder:"جستجو...",ngMenuText:"انتخاب ستونها:",ngShowingItemsLabel:"نمایش موردها:",ngTotalItemsLabel:"همهٔ موردها:",ngSelectedItemsLabel:"موردهای انتخابشده:",ngPageSizeLabel:"اندازهٔ صفحه:",ngPagerFirstTitle:"صفحهٔ اول",ngPagerNextTitle:"صفحهٔ بعد",ngPagerPrevTitle:"صفحهٔ قبل",ngPagerLastTitle:"آخرین صفحه"},a.ngGrid.i18n.fr={ngAggregateLabel:"articles",ngGroupPanelDescription:"Faites glisser un en-tête de colonne ici et déposez-le vers un groupe par cette colonne.",ngSearchPlaceHolder:"Recherche...",ngMenuText:"Choisir des colonnes:",ngShowingItemsLabel:"Articles Affichage des:",ngTotalItemsLabel:"Nombre total d'articles:",ngSelectedItemsLabel:"Éléments Articles:",ngPageSizeLabel:"Taille de page:",ngPagerFirstTitle:"Première page",ngPagerNextTitle:"Page Suivante",ngPagerPrevTitle:"Page précédente",ngPagerLastTitle:"Dernière page"},a.ngGrid.i18n.nl={ngAggregateLabel:"items",ngGroupPanelDescription:"Sleep hier een kolomkop om op te groeperen.",ngSearchPlaceHolder:"Zoeken...",ngMenuText:"Kies kolommen:",ngShowingItemsLabel:"Toon items:",ngTotalItemsLabel:"Totaal items:",ngSelectedItemsLabel:"Geselecteerde items:",ngPageSizeLabel:"Pagina grootte:, ",ngPagerFirstTitle:"Eerste pagina",ngPagerNextTitle:"Volgende pagina",ngPagerPrevTitle:"Vorige pagina",ngPagerLastTitle:"Laatste pagina"},a.ngGrid.i18n["pt-br"]={ngAggregateLabel:"itens",ngGroupPanelDescription:"Arraste e solte uma coluna aqui para agrupar por essa coluna",ngSearchPlaceHolder:"Procurar...",ngMenuText:"Selecione as colunas:",ngShowingItemsLabel:"Mostrando os Itens:",ngTotalItemsLabel:"Total de Itens:",ngSelectedItemsLabel:"Items Selecionados:",ngPageSizeLabel:"Tamanho da Página:",ngPagerFirstTitle:"Primeira Página",ngPagerNextTitle:"Próxima Página",ngPagerPrevTitle:"Página Anterior",ngPagerLastTitle:"Última Página"},a.ngGrid.i18n["zh-cn"]={ngAggregateLabel:"条目",ngGroupPanelDescription:"拖曳表头到此处以进行分组",ngSearchPlaceHolder:"搜索...",ngMenuText:"数据分组与选择列：",ngShowingItemsLabel:"当前显示条目：",ngTotalItemsLabel:"条目总数：",ngSelectedItemsLabel:"选中条目：",ngPageSizeLabel:"每页显示数：",ngPagerFirstTitle:"回到首页",ngPagerNextTitle:"下一页",ngPagerPrevTitle:"上一页",ngPagerLastTitle:"前往尾页"},a.ngGrid.i18n["zh-tw"]={ngAggregateLabel:"筆",ngGroupPanelDescription:"拖拉表頭到此處以進行分組",ngSearchPlaceHolder:"搜尋...",ngMenuText:"選擇欄位：",ngShowingItemsLabel:"目前顯示筆數：",ngTotalItemsLabel:"總筆數：",ngSelectedItemsLabel:"選取筆數：",ngPageSizeLabel:"每頁顯示：",ngPagerFirstTitle:"第一頁",ngPagerNextTitle:"下一頁",ngPagerPrevTitle:"上一頁",ngPagerLastTitle:"最後頁"},angular.module("ngGrid").run(["$templateCache",function(a){a.put("aggregateTemplate.html",'<div ng-click="row.toggleExpand()" ng-style="rowStyle(row)" class="ngAggregate">\r\n <span class="ngAggregateText">{{row.label CUSTOM_FILTERS}} ({{row.totalChildren()}} {{AggItemsLabel}})</span>\r\n <div class="{{row.aggClass()}}"></div>\r\n</div>\r\n'),a.put("cellEditTemplate.html",'<div ng-cell-has-focus ng-dblclick="CELL_EDITABLE_CONDITION && editCell()">\r\n <div ng-edit-cell-if="!(isFocused && CELL_EDITABLE_CONDITION)"> \r\n DISPLAY_CELL_TEMPLATE\r\n </div>\r\n <div ng-edit-cell-if="isFocused && CELL_EDITABLE_CONDITION">\r\n EDITABLE_CELL_TEMPLATE\r\n </div>\r\n</div>\r\n'),a.put("cellTemplate.html",'<div class="ngCellText" ng-class="col.colIndex()"><span ng-cell-text>{{COL_FIELD CUSTOM_FILTERS}}</span></div>'),a.put("checkboxCellTemplate.html",'<div class="ngSelectionCell"><input tabindex="-1" class="ngSelectionCheckbox" type="checkbox" ng-checked="row.selected" /></div>'),a.put("checkboxHeaderTemplate.html",'<input class="ngSelectionHeader" type="checkbox" ng-show="multiSelect" ng-model="allSelected" ng-change="toggleSelectAll(allSelected, true)"/>'),a.put("editableCellTemplate.html",'<input ng-class="\'colt\' + col.index" ng-input="COL_FIELD" ng-model="COL_FIELD" />'),a.put("footerTemplate.html",'<div ng-show="showFooter" class="ngFooterPanel" ng-class="{\'ui-widget-content\': jqueryUITheme, \'ui-corner-bottom\': jqueryUITheme}" ng-style="footerStyle()">\r\n <div class="ngTotalSelectContainer" >\r\n <div class="ngFooterTotalItems" ng-class="{\'ngNoMultiSelect\': !multiSelect}" >\r\n <span class="ngLabel">{{i18n.ngTotalItemsLabel}} {{maxRows()}}</span><span ng-show="filterText.length > 0" class="ngLabel">({{i18n.ngShowingItemsLabel}} {{totalFilteredItemsLength()}})</span>\r\n </div>\r\n <div class="ngFooterSelectedItems" ng-show="multiSelect">\r\n <span class="ngLabel">{{i18n.ngSelectedItemsLabel}} {{selectedItems.length}}</span>\r\n </div>\r\n </div>\r\n <div class="ngPagerContainer" style="float: right; margin-top: 10px;" ng-show="enablePaging" ng-class="{\'ngNoMultiSelect\': !multiSelect}">\r\n <div style="float:left; margin-right: 10px;" class="ngRowCountPicker">\r\n <span style="float: left; margin-top: 3px;" class="ngLabel">{{i18n.ngPageSizeLabel}}</span>\r\n <select style="float: left;height: 27px; width: 100px" ng-model="pagingOptions.pageSize" >\r\n <option ng-repeat="size in pagingOptions.pageSizes">{{size}}</option>\r\n </select>\r\n </div>\r\n <div style="float:left; margin-right: 10px; line-height:25px;" class="ngPagerControl" style="float: left; min-width: 135px;">\r\n <button type="button" class="ngPagerButton" ng-click="pageToFirst()" ng-disabled="cantPageBackward()" title="{{i18n.ngPagerFirstTitle}}"><div class="ngPagerFirstTriangle"><div class="ngPagerFirstBar"></div></div></button>\r\n <button type="button" class="ngPagerButton" ng-click="pageBackward()" ng-disabled="cantPageBackward()" title="{{i18n.ngPagerPrevTitle}}"><div class="ngPagerFirstTriangle ngPagerPrevTriangle"></div></button>\r\n <input class="ngPagerCurrent" min="1" max="{{currentMaxPages}}" type="number" style="width:50px; height: 24px; margin-top: 1px; padding: 0 4px;" ng-model="pagingOptions.currentPage"/>\r\n <span class="ngGridMaxPagesNumber" ng-show="maxPages() > 0">/ {{maxPages()}}</span>\r\n <button type="button" class="ngPagerButton" ng-click="pageForward()" ng-disabled="cantPageForward()" title="{{i18n.ngPagerNextTitle}}"><div class="ngPagerLastTriangle ngPagerNextTriangle"></div></button>\r\n <button type="button" class="ngPagerButton" ng-click="pageToLast()" ng-disabled="cantPageToLast()" title="{{i18n.ngPagerLastTitle}}"><div class="ngPagerLastTriangle"><div class="ngPagerLastBar"></div></div></button>\r\n </div>\r\n </div>\r\n</div>\r\n'),a.put("gridTemplate.html",'<div class="ngTopPanel" ng-class="{\'ui-widget-header\':jqueryUITheme, \'ui-corner-top\': jqueryUITheme}" ng-style="topPanelStyle()">\r\n <div class="ngGroupPanel" ng-show="showGroupPanel()" ng-style="groupPanelStyle()">\r\n <div class="ngGroupPanelDescription" ng-show="configGroups.length == 0">{{i18n.ngGroupPanelDescription}}</div>\r\n <ul ng-show="configGroups.length > 0" class="ngGroupList">\r\n <li 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r)o[q]=s(q,r[q]);r={search:["?","query"],hash:["#","fragment"]},s=function(a,b){return function(c,d){var e=this[a](c,d);return"string"==typeof e&&e.length?b+e:e}};for(q in r)o[q]=s(r[q][1],r[q][0]);o.pathname=function(a,b){if(void 0===a||a===!0){var c=this._parts.path||(this._parts.hostname?"/":"");return a?e.decodePath(c):c}return this._parts.path=a?e.recodePath(a):"/",this.build(!b),this},o.path=o.pathname,o.href=function(a,b){var c;if(void 0===a)return this.toString();this._string="",this._parts=e._parts();var d=a instanceof e,f="object"==typeof a&&(a.hostname||a.path||a.pathname);if(a.nodeName){var g=e.getDomAttribute(a);a=a[g]||"",f=!1}if(!d&&f&&void 0!==a.pathname&&(a=a.toString()),"string"==typeof a)this._parts=e.parse(a,this._parts);else{if(!d&&!f)throw new TypeError("invalid input");var h=d?a._parts:a;for(c in h)p.call(this._parts,c)&&(this._parts[c]=h[c])}return this.build(!b),this},o.is=function(a){var 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0===a?"":this;if(void 0!==a&&(0===a&&(a=null),a&&(a+="",":"===a.charAt(0)&&(a=a.substring(1)),a.match(/[^0-9]/))))throw new TypeError("Port '"+a+"' contains characters other than [0-9]");return u.call(this,a,b)},o.hostname=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0!==a){var c={};e.parseHost(a,c),a=c.hostname}return v.call(this,a,b)},o.host=function(a,b){return this._parts.urn?void 0===a?"":this:void 0===a?this._parts.hostname?e.buildHost(this._parts):"":(e.parseHost(a,this._parts),this.build(!b),this)},o.authority=function(a,b){return this._parts.urn?void 0===a?"":this:void 0===a?this._parts.hostname?e.buildAuthority(this._parts):"":(e.parseAuthority(a,this._parts),this.build(!b),this)},o.userinfo=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0===a){if(!this._parts.username)return"";var c=e.buildUserinfo(this._parts);return c.substring(0,c.length-1)}return"@"!==a[a.length-1]&&(a+="@"),e.parseUserinfo(a,this._parts),this.build(!b),this},o.resource=function(a,b){var c;return void 0===a?this.path()+this.search()+this.hash():(c=e.parse(a),this._parts.path=c.path,this._parts.query=c.query,this._parts.fragment=c.fragment,this.build(!b),this)},o.subdomain=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var c=this._parts.hostname.length-this.domain().length-1;return this._parts.hostname.substring(0,c)||""}var d=this._parts.hostname.length-this.domain().length,g=this._parts.hostname.substring(0,d),h=new RegExp("^"+f(g));return a&&"."!==a.charAt(a.length-1)&&(a+="."),a&&e.ensureValidHostname(a),this._parts.hostname=this._parts.hostname.replace(h,a),this.build(!b),this},o.domain=function(a,b){if(this._parts.urn)return void 0===a?"":this;if("boolean"==typeof a&&(b=a,a=void 0),void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var c=this._parts.hostname.match(/\./g);if(c&&c.length<2)return this._parts.hostname;var d=this._parts.hostname.length-this.tld(b).length-1;return d=this._parts.hostname.lastIndexOf(".",d-1)+1,this._parts.hostname.substring(d)||""}if(!a)throw new TypeError("cannot set domain empty");if(e.ensureValidHostname(a),!this._parts.hostname||this.is("IP"))this._parts.hostname=a;else{var g=new RegExp(f(this.domain())+"$");this._parts.hostname=this._parts.hostname.replace(g,a)}return this.build(!b),this},o.tld=function(a,b){if(this._parts.urn)return void 0===a?"":this;if("boolean"==typeof a&&(b=a,a=void 0),void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var d=this._parts.hostname.lastIndexOf("."),e=this._parts.hostname.substring(d+1);return b!==!0&&c&&c.list[e.toLowerCase()]?c.get(this._parts.hostname)||e:e}var g;if(!a)throw new TypeError("cannot set TLD empty");if(a.match(/[^a-zA-Z0-9-]/)){if(!c||!c.is(a))throw new TypeError("TLD '"+a+"' contains characters other than [A-Z0-9]");g=new 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i&&(a=e.recodePath(a),this._parts.path=this._parts.path.replace(i,a)),this.build(!b),this},o.segment=function(a,b,c){var d=this._parts.urn?":":"/",e=this.path(),f="/"===e.substring(0,1),g=e.split(d);if(void 0!==a&&"number"!=typeof a&&(c=b,b=a,a=void 0),void 0!==a&&"number"!=typeof a)throw new Error("Bad segment '"+a+"', must be 0-based integer");if(f&&g.shift(),0>a&&(a=Math.max(g.length+a,0)),void 0===b)return void 0===a?g:g[a];if(null===a||void 0===g[a])if(h(b)){g=[];for(var i=0,j=b.length;j>i;i++)(b[i].length||g.length&&g[g.length-1].length)&&(g.length&&!g[g.length-1].length&&g.pop(),g.push(b[i]))}else(b||"string"==typeof b)&&(""===g[g.length-1]?g[g.length-1]=b:g.push(b));else b||"string"==typeof b&&b.length?g[a]=b:g.splice(a,1);return f&&g.unshift(""),this.path(g.join(d),c)},o.segmentCoded=function(a,b,c){var d,f,g;if("number"!=typeof a&&(c=b,b=a,a=void 0),void 0===b){if(d=this.segment(a,b,c),h(d))for(f=0,g=d.length;g>f;f++)d[f]=e.decode(d[f]);else d=void 0!==d?e.decode(d):void 0;return d}if(h(b))for(f=0,g=b.length;g>f;f++)b[f]=e.decode(b[f]);else b="string"==typeof b?e.encode(b):b;return this.segment(a,b,c)};var w=o.query;return o.query=function(a,b){if(a===!0)return e.parseQuery(this._parts.query,this._parts.escapeQuerySpace);if("function"==typeof a){var c=e.parseQuery(this._parts.query,this._parts.escapeQuerySpace),d=a.call(this,c);return this._parts.query=e.buildQuery(d||c,this._parts.duplicateQueryParameters,this._parts.escapeQuerySpace),this.build(!b),this}return void 0!==a&&"string"!=typeof a?(this._parts.query=e.buildQuery(a,this._parts.duplicateQueryParameters,this._parts.escapeQuerySpace),this.build(!b),this):w.call(this,a,b)},o.setQuery=function(a,b,c){var d=e.parseQuery(this._parts.query,this._parts.escapeQuerySpace);if("object"==typeof a)for(var f in a)p.call(a,f)&&(d[f]=a[f]);else{if("string"!=typeof a)throw new TypeError("URI.addQuery() accepts an object, string as the name parameter");d[a]=void 0!==b?b:null}return 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this._parts.urn?this.normalizeProtocol(!1).normalizeQuery(!1).normalizeFragment(!1).build():this.normalizeProtocol(!1).normalizeHostname(!1).normalizePort(!1).normalizePath(!1).normalizeQuery(!1).normalizeFragment(!1).build()},o.normalizeProtocol=function(a){return"string"==typeof this._parts.protocol&&(this._parts.protocol=this._parts.protocol.toLowerCase(),this.build(!a)),this},o.normalizeHostname=function(c){return this._parts.hostname&&(this.is("IDN")&&a?this._parts.hostname=a.toASCII(this._parts.hostname):this.is("IPv6")&&b&&(this._parts.hostname=b.best(this._parts.hostname)),this._parts.hostname=this._parts.hostname.toLowerCase(),this.build(!c)),this},o.normalizePort=function(a){return"string"==typeof this._parts.protocol&&this._parts.port===e.defaultPorts[this._parts.protocol]&&(this._parts.port=null,this.build(!a)),this},o.normalizePath=function(a){if(this._parts.urn)return this;if(!this._parts.path||"/"===this._parts.path)return this;var b,c,d,f=this._parts.path;for("/"!==f.charAt(0)&&(b=!0,f="/"+f),f=f.replace(/(\/(\.\/)+)|(\/\.$)/g,"/").replace(/\/{2,}/g,"/");;){if(c=f.indexOf("/../"),-1===c)break;if(0===c){f=f.substring(3);break}d=f.substring(0,c).lastIndexOf("/"),-1===d&&(d=c),f=f.substring(0,d)+f.substring(c+3)}return b&&this.is("relative")&&(f=f.substring(1)),f=e.recodePath(f),this._parts.path=f,this.build(!a),this},o.normalizePathname=o.normalizePath,o.normalizeQuery=function(a){return"string"==typeof this._parts.query&&(this._parts.query.length?this.query(e.parseQuery(this._parts.query,this._parts.escapeQuerySpace)):this._parts.query=null,this.build(!a)),this},o.normalizeFragment=function(a){return this._parts.fragment||(this._parts.fragment=null,this.build(!a)),this},o.normalizeSearch=o.normalizeQuery,o.normalizeHash=o.normalizeFragment,o.iso8859=function(){var a=e.encode,b=e.decode;return e.encode=escape,e.decode=decodeURIComponent,this.normalize(),e.encode=a,e.decode=b,this},o.unicode=function(){var a=e.encode,b=e.decode;return e.encode=m,e.decode=unescape,this.normalize(),e.encode=a,e.decode=b,this},o.readable=function(){var b=this.clone();b.username("").password("").normalize();var c="";if(b._parts.protocol&&(c+=b._parts.protocol+"://"),b._parts.hostname&&(b.is("punycode")&&a?(c+=a.toUnicode(b._parts.hostname),b._parts.port&&(c+=":"+b._parts.port)):c+=b.host()),b._parts.hostname&&b._parts.path&&"/"!==b._parts.path.charAt(0)&&(c+="/"),c+=b.path(!0),b._parts.query){for(var d="",f=0,g=b._parts.query.split("&"),h=g.length;h>f;f++){var i=(g[f]||"").split("=");d+="&"+e.decodeQuery(i[0],this._parts.escapeQuerySpace).replace(/&/g,"%26"),void 0!==i[1]&&(d+="="+e.decodeQuery(i[1],this._parts.escapeQuerySpace).replace(/&/g,"%26"))}c+="?"+d.substring(1)}return c+=e.decodeQuery(b.hash(),!0)},o.absoluteTo=function(a){var b,c,d,f=this.clone(),g=["protocol","username","password","hostname","port"];if(this._parts.urn)throw new Error("URNs do not have any generally defined hierarchical components");if(a instanceof e||(a=new e(a)),f._parts.protocol||(f._parts.protocol=a._parts.protocol),this._parts.hostname)return f;for(c=0;d=g[c];c++)f._parts[d]=a._parts[d];for(g=["query","path"],c=0;d=g[c];c++)!f._parts[d]&&a._parts[d]&&(f._parts[d]=a._parts[d]);return"/"!==f.path().charAt(0)&&(b=a.directory(),f._parts.path=(b?b+"/":"")+f._parts.path,f.normalizePath()),f.build(),f},o.relativeTo=function(a){var b,c,d,f,g,h=this.clone().normalize();if(h._parts.urn)throw new Error("URNs do not have any generally defined hierarchical components");if(a=new e(a).normalize(),b=h._parts,c=a._parts,f=h.path(),g=a.path(),"/"!==f.charAt(0))throw new Error("URI is already relative");if("/"!==g.charAt(0))throw new Error("Cannot calculate a URI relative to another relative URI");if(b.protocol===c.protocol&&(b.protocol=null),b.username!==c.username||b.password!==c.password)return h.build();if(null!==b.protocol||null!==b.username||null!==b.password)return h.build();if(b.hostname!==c.hostname||b.port!==c.port)return h.build();if(b.hostname=null,b.port=null,f===g)return b.path="",h.build();if(d=e.commonPath(h.path(),a.path()),!d)return h.build();var i=c.path.substring(d.length).replace(/[^\/]*$/,"").replace(/.*?\//g,"../");return b.path=i+b.path.substring(d.length),h.build()},o.equals=function(a){var b,c,d,f=this.clone(),g=new e(a),i={},j={},l={};if(f.normalize(),g.normalize(),f.toString()===g.toString())return!0;if(b=f.query(),c=g.query(),f.query(""),g.query(""),f.toString()!==g.toString())return!1;if(b.length!==c.length)return!1;i=e.parseQuery(b,this._parts.escapeQuerySpace),j=e.parseQuery(c,this._parts.escapeQuerySpace);for(d in i)if(p.call(i,d)){if(h(i[d])){if(!k(i[d],j[d]))return!1}else if(i[d]!==j[d])return!1;l[d]=!0}for(d in j)if(p.call(j,d)&&!l[d])return!1;return!0},o.duplicateQueryParameters=function(a){return this._parts.duplicateQueryParameters=!!a,this},o.escapeQuerySpace=function(a){return 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diff --git a/web/demos/package/app/scripts/5f986af9.scripts.js b/web/demos/package/app/scripts/5f986af9.scripts.js
new file mode 100644
index 0000000..de6783c
--- /dev/null
+++ b/web/demos/package/app/scripts/5f986af9.scripts.js
@@ -0,0 +1 @@
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k(a){return a=(1*a).toFixed(2),l(a)}function l(a){var b=a.toString().split(".");return b[0]=b[0].replace(/\B(?=(\d{3})+(?!\d))/g,","),b.join(".")}function m(){p||(a.startedTime?$.get("/fraud/alertCount?since="+a.startedTime).done(function(b){var c=_.find(a.stats,function(a){return"numFrauds"==a.id}),d=_.reduce(b,function(a,b){return a+b},0);c.value=l(d),setTimeout(m,2e3)}):setTimeout(m,2e3))}var n="demos.app.frauddetect.submitTransaction",o=b.getApp(settings.fraud.appName);o.then(function(b){a.app=b,a.appURL=settings.appsURL+b.id,a.startedTime=b.startedTime}),a.alertTypeTitles={smallThenLarge:"Suspicious Transaction Sequence",sameCard:"Same Card Multiple Times",sameBankId:"Same Bank Number Multiple Times",aboveAvg:"Above Average Transaction"},a.stats=[{id:"totalTxns",topic:"demos.app.frauddetect.totalTransactions",value:0,label:"Total Txns"},{id:"amtInLastSecond",topic:"demos.app.frauddetect.txLastSecond",value:0,label:"Total Dollars / 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\ No newline at end of file
diff --git a/web/demos/package/app/scripts/6277abef.scripts.js b/web/demos/package/app/scripts/6277abef.scripts.js
deleted file mode 100644
index 2a71ca1..0000000
--- a/web/demos/package/app/scripts/6277abef.scripts.js
+++ /dev/null
@@ -1 +0,0 @@
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p=a(i[o])(d),q=a(i[o])(k);b.isCustomSort?(l=m(p,q),n=g===e?l:0-l):!p&&0!==p||!q&&0!==q?q||p?p?q||(n=-1):n=1:n=0:(l=m(p,q),n=g===e?l:0-l),o++}return n})}},b.Sort=function(a,c){b.isSorting||(b.isSorting=!0,b.sortData(a,c),b.isSorting=!1)},b.getSortFn=function(c,d){var e,f;if(b.colSortFnCache[c.field])e=b.colSortFnCache[c.field];else if(void 0!==c.sortingAlgorithm)e=c.sortingAlgorithm,b.colSortFnCache[c.field]=c.sortingAlgorithm,b.isCustomSort=!0;else{if(f=d[0],!f)return e;e=b.guessSortFn(a(c.field)(f)),e?b.colSortFnCache[c.field]=e:e=b.sortAlpha}return e},b}]),angular.module("ngGrid.services").factory("$utilityService",["$parse",function(c){var d=/function (.{1,})\(/,e={visualLength:function(a){var c=document.getElementById("testDataLength");c||(c=document.createElement("SPAN"),c.id="testDataLength",c.style.visibility="hidden",document.body.appendChild(c));var d=b(a);b(c).css({font:d.css("font"),"font-size":d.css("font-size"),"font-family":d.css("font-family")}),c.innerHTML=d.text();var 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t=function(a,b,c,d){this.rowIndex=0,this.offsetTop=this.rowIndex*c,this.entity=a,this.label=a.gLabel,this.field=a.gField,this.depth=a.gDepth,this.parent=a.parent,this.children=a.children,this.aggChildren=a.aggChildren,this.aggIndex=a.aggIndex,this.collapsed=d,this.groupInitState=d,this.rowFactory=b,this.rowHeight=c,this.isAggRow=!0,this.offsetLeft=25*a.gDepth,this.aggLabelFilter=a.aggLabelFilter};t.prototype.toggleExpand=function(){this.collapsed=this.collapsed?!1:!0,this.orig&&(this.orig.collapsed=this.collapsed),this.notifyChildren()},t.prototype.setExpand=function(a){this.collapsed=a,this.notifyChildren()},t.prototype.notifyChildren=function(){for(var a=Math.max(this.rowFactory.aggCache.length,this.children.length),b=0;a>b;b++)if(this.aggChildren[b]&&(this.aggChildren[b].entity[i]=this.collapsed,this.collapsed&&this.aggChildren[b].setExpand(this.collapsed)),this.children[b]&&(this.children[b][i]=this.collapsed),b>this.aggIndex&&this.rowFactory.aggCache[b]){var 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b.isClone=!0,b.orig=j,b},j.setVars=function(a){j.orig=a,j.width=a.width,j.groupIndex=a.groupIndex,j.isGroupedBy=a.isGroupedBy,j.displayName=a.displayName,j.index=a.index,j.isAggCol=a.isAggCol,j.cellClass=a.cellClass,j.cellFilter=a.cellFilter,j.field=a.field,j.aggLabelFilter=a.aggLabelFilter,j.visible=a.visible,j.sortable=a.sortable,j.resizable=a.resizable,j.pinnable=a.pinnable,j.pinned=a.pinned,j.originalIndex=a.originalIndex,j.sortDirection=a.sortDirection,j.sortingAlgorithm=a.sortingAlgorithm,j.headerClass=a.headerClass,j.headerCellTemplate=a.headerCellTemplate,j.cellTemplate=a.cellTemplate,j.cellEditTemplate=a.cellEditTemplate}},v=function(a){this.outerHeight=null,this.outerWidth=null,b.extend(this,a)},w=function(a){this.previousColumn=null,this.grid=a};w.prototype.changeUserSelect=function(a,b){a.css({"-webkit-touch-callout":b,"-webkit-user-select":b,"-khtml-user-select":b,"-moz-user-select":"none"===b?"-moz-none":b,"-ms-user-select":b,"user-select":b})},w.prototype.focusCellElement=function(a,b){if(a.selectionProvider.lastClickedRow){var c=void 0!==b?b:this.previousColumn,d=a.selectionProvider.lastClickedRow.clone?a.selectionProvider.lastClickedRow.clone.elm:a.selectionProvider.lastClickedRow.elm;if(void 0!==c&&d){var e=angular.element(d[0].children).filter(function(){return 8!==this.nodeType}),f=Math.max(Math.min(a.renderedColumns.length-1,c),0);this.grid.config.showSelectionCheckbox&&angular.element(e[f]).scope()&&0===angular.element(e[f]).scope().col.index&&(f=1),e[f]&&e[f].children[1].children[0].focus(),this.previousColumn=c}}},w.prototype.selectionHandlers=function(a,b){function c(c){if(16===c.keyCode)return f.changeUserSelect(b,"none",c),!0;if(!e){e=!0;var d=s(a,b,c,f.grid);return e=!1,d}return!0}function d(a){return 16===a.keyCode&&f.changeUserSelect(b,"text",a),!0}var e=!1,f=this;b.bind("keydown",c),b.bind("keyup",d),b.on("$destroy",function(){b.off("keydown",c),b.off("keyup",d)})};var x=function(c,d,e,f){var g=this;g.colToMove=void 0,g.groupToMove=void 0,g.assignEvents=function(){c.config.jqueryUIDraggable&&!c.config.enablePinning?(c.$groupPanel.droppable({addClasses:!1,drop:function(a){g.onGroupDrop(a)}}),c.$groupPanel.on("$destroy",function(){c.$groupPanel=null})):(c.$groupPanel.on("mousedown",g.onGroupMouseDown).on("dragover",g.dragOver).on("drop",g.onGroupDrop),c.$topPanel.on("mousedown",".ngHeaderScroller",g.onHeaderMouseDown).on("dragover",".ngHeaderScroller",g.dragOver),c.$groupPanel.on("$destroy",function(){c.$groupPanel&&c.$groupPanel.off("mousedown"),c.$groupPanel=null
+}),c.config.enableColumnReordering&&c.$topPanel.on("drop",".ngHeaderScroller",g.onHeaderDrop),c.$topPanel.on("$destroy",function(){c.$topPanel&&c.$topPanel.off("mousedown"),c.config.enableColumnReordering&&c.$topPanel&&c.$topPanel.off("drop"),c.$topPanel=null})),d.$on("$destroy",d.$watch("renderedColumns",function(){f(g.setDraggables)}))},g.dragStart=function(a){a.dataTransfer.setData("text","")},g.dragOver=function(a){a.preventDefault()},g.setDraggables=function(){if(c.config.jqueryUIDraggable)c.$root&&c.$root.find(".ngHeaderSortColumn").draggable({helper:"clone",appendTo:"body",stack:"div",addClasses:!1,start:function(a){g.onHeaderMouseDown(a)}}).droppable({drop:function(a){g.onHeaderDrop(a)}});else{var a=c.$root.find(".ngHeaderSortColumn");if(angular.forEach(a,function(a){a.className&&-1!==a.className.indexOf("ngHeaderSortColumn")&&(a.setAttribute("draggable","true"),a.addEventListener&&(a.addEventListener("dragstart",g.dragStart),angular.element(a).on("$destroy",function(){angular.element(a).off("dragstart",g.dragStart),a.removeEventListener("dragstart",g.dragStart)})))}),-1!==navigator.userAgent.indexOf("MSIE")){var b=c.$root.find(".ngHeaderSortColumn");b.bind("selectstart",function(){return this.dragDrop(),!1}),angular.element(b).on("$destroy",function(){b.off("selectstart")})}}},g.onGroupMouseDown=function(a){var d=b(a.target);if("ngRemoveGroup"!==d[0].className){var e=angular.element(d).scope();e&&(c.config.jqueryUIDraggable||(d.attr("draggable","true"),this.addEventListener&&(this.addEventListener("dragstart",g.dragStart),angular.element(this).on("$destroy",function(){this.removeEventListener("dragstart",g.dragStart)})),-1!==navigator.userAgent.indexOf("MSIE")&&(d.bind("selectstart",function(){return this.dragDrop(),!1}),d.on("$destroy",function(){d.off("selectstart")}))),g.groupToMove={header:d,groupName:e.group,index:e.$index})}else g.groupToMove=void 0},g.onGroupDrop=function(a){a.stopPropagation();var e,f;g.groupToMove?(e=b(a.target).closest(".ngGroupElement"),"ngGroupPanel"===e.context.className?(d.configGroups.splice(g.groupToMove.index,1),d.configGroups.push(g.groupToMove.groupName)):(f=angular.element(e).scope(),f&&g.groupToMove.index!==f.$index&&(d.configGroups.splice(g.groupToMove.index,1),d.configGroups.splice(f.$index,0,g.groupToMove.groupName))),g.groupToMove=void 0,c.fixGroupIndexes()):g.colToMove&&(-1===d.configGroups.indexOf(g.colToMove.col)&&(e=b(a.target).closest(".ngGroupElement"),"ngGroupPanel"===e.context.className||"ngGroupPanelDescription ng-binding"===e.context.className?d.groupBy(g.colToMove.col):(f=angular.element(e).scope(),f&&d.removeGroup(f.$index))),g.colToMove=void 0),d.$$phase||d.$apply()},g.onHeaderMouseDown=function(a){var c=b(a.target).closest(".ngHeaderSortColumn"),d=angular.element(c).scope();d&&(g.colToMove={header:c,col:d.col})},g.onHeaderDrop=function(a){if(g.colToMove&&!g.colToMove.col.pinned){var f=b(a.target).closest(".ngHeaderSortColumn"),h=angular.element(f).scope();if(h){if(g.colToMove.col===h.col||h.col.pinned)return;d.columns.splice(g.colToMove.col.index,1),d.columns.splice(h.col.index,0,g.colToMove.col),c.fixColumnIndexes(),g.colToMove=void 0,e.digest(d)}}},g.assignGridEventHandlers=function(){-1===c.config.tabIndex?(c.$viewport.attr("tabIndex",e.numberOfGrids),e.numberOfGrids++):c.$viewport.attr("tabIndex",c.config.tabIndex);var f,g=function(){clearTimeout(f),f=setTimeout(function(){e.RebuildGrid(d,c)},100)};b(a).on("resize.nggrid",g);var h,i=function(){clearTimeout(h),h=setTimeout(function(){e.RebuildGrid(d,c)},100)};b(c.$root.parent()).on("resize.nggrid",i),d.$on("$destroy",function(){b(a).off("resize.nggrid",g)})},g.assignGridEventHandlers(),g.assignEvents()},y=function(a,b){a.maxRows=function(){var c=Math.max(a.totalServerItems,b.data.length);return c},a.$on("$destroy",a.$watch("totalServerItems",function(){a.currentMaxPages=a.maxPages()})),a.multiSelect=b.config.enableRowSelection&&b.config.multiSelect,a.selectedItemCount=b.selectedItemCount,a.maxPages=function(){return 0===a.maxRows()?1:Math.ceil(a.maxRows()/a.pagingOptions.pageSize)},a.pageForward=function(){var b=a.pagingOptions.currentPage;a.totalServerItems>0?a.pagingOptions.currentPage=Math.min(b+1,a.maxPages()):a.pagingOptions.currentPage++},a.pageBackward=function(){var b=a.pagingOptions.currentPage;a.pagingOptions.currentPage=Math.max(b-1,1)},a.pageToFirst=function(){a.pagingOptions.currentPage=1},a.pageToLast=function(){var b=a.maxPages();a.pagingOptions.currentPage=b},a.cantPageForward=function(){var c=a.pagingOptions.currentPage,d=a.maxPages();return a.totalServerItems>0?c>=d:b.data.length<1},a.cantPageToLast=function(){return a.totalServerItems>0?a.cantPageForward():!0},a.cantPageBackward=function(){var b=a.pagingOptions.currentPage;return 1>=b}},z=function(e,f,g,h,j,k,l,m,n,o,q){var r={aggregateTemplate:void 0,afterSelectionChange:function(){},beforeSelectionChange:function(){return!0},checkboxCellTemplate:void 0,checkboxHeaderTemplate:void 0,columnDefs:void 0,data:[],dataUpdated:function(){},enableCellEdit:!1,enableCellEditOnFocus:!1,enableCellSelection:!1,enableColumnResize:!1,enableColumnReordering:!1,enableColumnHeavyVirt:!1,enablePaging:!1,enablePinning:!1,enableRowSelection:!0,enableSorting:!0,enableHighlighting:!1,excludeProperties:[],filterOptions:{filterText:"",useExternalFilter:!1},footerRowHeight:55,footerTemplate:void 0,forceSyncScrolling:!0,groups:[],groupsCollapsedByDefault:!0,headerRowHeight:30,headerRowTemplate:void 0,jqueryUIDraggable:!1,jqueryUITheme:!1,keepLastSelected:!0,maintainColumnRatios:void 0,menuTemplate:void 0,multiSelect:!0,pagingOptions:{pageSizes:[250,500,1e3],pageSize:250,currentPage:1},pinSelectionCheckbox:!1,plugins:[],primaryKey:void 0,rowHeight:30,rowTemplate:void 0,selectedItems:[],selectWithCheckboxOnly:!1,showColumnMenu:!1,showFilter:!1,showFooter:!1,showGroupPanel:!1,showSelectionCheckbox:!1,sortInfo:{fields:[],columns:[],directions:[]},tabIndex:-1,totalServerItems:0,useExternalSorting:!1,i18n:"en",virtualizationThreshold:50,noTabInterference:!1},s=this;s.maxCanvasHt=0,s.config=b.extend(r,a.ngGrid.config,f),s.config.showSelectionCheckbox=s.config.showSelectionCheckbox&&s.config.enableColumnHeavyVirt===!1,s.config.enablePinning=s.config.enablePinning&&s.config.enableColumnHeavyVirt===!1,s.config.selectWithCheckboxOnly=s.config.selectWithCheckboxOnly&&s.config.showSelectionCheckbox!==!1,s.config.pinSelectionCheckbox=s.config.enablePinning,"string"==typeof f.columnDefs&&(s.config.columnDefs=e.$eval(f.columnDefs)),s.rowCache=[],s.rowMap=[],s.gridId="ng"+l.newId(),s.$root=null,s.$groupPanel=null,s.$topPanel=null,s.$headerContainer=null,s.$headerScroller=null,s.$headers=null,s.$viewport=null,s.$canvas=null,s.rootDim=s.config.gridDim,s.data=[],s.lateBindColumns=!1,s.filteredRows=[],s.initTemplates=function(){var a=["rowTemplate","aggregateTemplate","headerRowTemplate","checkboxCellTemplate","checkboxHeaderTemplate","menuTemplate","footerTemplate"],b=[];return angular.forEach(a,function(a){b.push(s.getTemplate(a))}),q.all(b)},s.getTemplate=function(a){var b=s.config[a],c=s.gridId+a+".html",d=q.defer();if(b&&!p.test(b))o.get(b,{cache:k}).success(function(a){k.put(c,a),d.resolve()}).error(function(){d.reject("Could not load template: "+b)});else if(b)k.put(c,b),d.resolve();else{var e=a+".html";k.put(c,k.get(e)),d.resolve()}return d.promise},"object"==typeof s.config.data&&(s.data=s.config.data),s.calcMaxCanvasHeight=function(){var a;return a=s.config.groups.length>0?s.rowFactory.parsedData.filter(function(a){return!a[i]}).length*s.config.rowHeight:s.filteredRows.length*s.config.rowHeight},s.elementDims={scrollW:0,scrollH:0,rowIndexCellW:25,rowSelectedCellW:25,rootMaxW:0,rootMaxH:0},s.setRenderedRows=function(a){e.renderedRows.length=a.length;for(var b=0;b<a.length;b++)!e.renderedRows[b]||a[b].isAggRow||e.renderedRows[b].isAggRow?(e.renderedRows[b]=a[b].copy(),e.renderedRows[b].collapsed=a[b].collapsed,a[b].isAggRow||e.renderedRows[b].setVars(a[b])):e.renderedRows[b].setVars(a[b]),e.renderedRows[b].rowIndex=a[b].rowIndex,e.renderedRows[b].offsetTop=a[b].offsetTop,e.renderedRows[b].selected=a[b].selected,a[b].renderedRowIndex=b;s.refreshDomSizes(),e.$emit("ngGridEventRows",a)},s.minRowsToRender=function(){var a=e.viewportDimHeight()||1;return Math.floor(a/s.config.rowHeight)},s.refreshDomSizes=function(){var a=new v;a.outerWidth=s.elementDims.rootMaxW,a.outerHeight=s.elementDims.rootMaxH,s.rootDim=a,s.maxCanvasHt=s.calcMaxCanvasHeight()},s.buildColumnDefsFromData=function(){s.config.columnDefs=[];var a=s.data[0];return a?void l.forIn(a,function(a,b){-1===s.config.excludeProperties.indexOf(b)&&s.config.columnDefs.push({field:b})}):void(s.lateBoundColumns=!0)},s.buildColumns=function(){var a=s.config.columnDefs,b=[];if(a||(s.buildColumnDefsFromData(),a=s.config.columnDefs),s.config.showSelectionCheckbox&&b.push(new u({colDef:{field:"✔",width:s.elementDims.rowSelectedCellW,sortable:!1,resizable:!1,groupable:!1,headerCellTemplate:k.get(e.gridId+"checkboxHeaderTemplate.html"),cellTemplate:k.get(e.gridId+"checkboxCellTemplate.html"),pinned:s.config.pinSelectionCheckbox},index:0,headerRowHeight:s.config.headerRowHeight,sortCallback:s.sortData,resizeOnDataCallback:s.resizeOnData,enableResize:s.config.enableColumnResize,enableSort:s.config.enableSorting,enablePinning:s.config.enablePinning},e,s,h,k,l)),a.length>0){var c=s.config.showSelectionCheckbox?1:0,d=e.configGroups.length;e.configGroups.length=0,angular.forEach(a,function(a,f){f+=c;var g=new u({colDef:a,index:f+d,originalIndex:f,headerRowHeight:s.config.headerRowHeight,sortCallback:s.sortData,resizeOnDataCallback:s.resizeOnData,enableResize:s.config.enableColumnResize,enableSort:s.config.enableSorting,enablePinning:s.config.enablePinning,enableCellEdit:s.config.enableCellEdit||s.config.enableCellEditOnFocus,cellEditableCondition:s.config.cellEditableCondition},e,s,h,k,l),i=s.config.groups.indexOf(a.field);-1!==i&&(g.isGroupedBy=!0,e.configGroups.splice(i,0,g),g.groupIndex=e.configGroups.length),b.push(g)}),e.columns=b,s.config.groups.length>0&&s.rowFactory.getGrouping(s.config.groups)}},s.configureColumnWidths=function(){var a=[],b=[],c=0,d=0,f={};if(angular.forEach(e.columns,function(a,b){if(!l.isNullOrUndefined(a.originalIndex)){var c=a.originalIndex;s.config.showSelectionCheckbox&&(0===a.originalIndex&&a.visible&&(d+=25),c--),f[c]=b}}),angular.forEach(s.config.columnDefs,function(g,h){var i=e.columns[f[h]];g.index=h;var j,k=!1;if(l.isNullOrUndefined(g.width)?g.width="*":(k=isNaN(g.width)?l.endsWith(g.width,"%"):!1,j=k?g.width:parseInt(g.width,10)),isNaN(j)&&!e.hasUserChangedGridColumnWidths){if(j=g.width,"auto"===j){i.width=i.minWidth,d+=i.width;var m=i;return void e.$on("$destroy",e.$on("ngGridEventData",function(){s.resizeOnData(m)}))}if(-1!==j.indexOf("*"))return i.visible!==!1&&(c+=j.length),void a.push(g);if(k)return void b.push(g);throw'unable to parse column width, use percentage ("10%","20%", etc...) or "*" to use remaining width of grid'}i.visible!==!1&&(d+=i.width=parseInt(i.width,10))}),b.length>0){s.config.maintainColumnRatios=s.config.maintainColumnRatios!==!1;var g=0,i=0;angular.forEach(b,function(a){var b=e.columns[f[a.index]],c=parseFloat(a.width)/100;g+=c,b.visible||(i+=c)});var j=g-i;angular.forEach(b,function(a){var b=e.columns[f[a.index]],c=parseFloat(a.width)/100;c/=i>0?j:g;var h=s.rootDim.outerWidth*g;b.width=h*c,d+=b.width})}if(a.length>0){s.config.maintainColumnRatios=s.config.maintainColumnRatios!==!1;var k=s.rootDim.outerWidth-d;s.maxCanvasHt>e.viewportDimHeight()&&(k-=h.ScrollW);var m=Math.floor(k/c);angular.forEach(a,function(b,c){var g=e.columns[f[b.index]];g.width=m*b.width.length,g.visible!==!1&&(d+=g.width);var i=c===a.length-1;if(i&&d<s.rootDim.outerWidth){var j=s.rootDim.outerWidth-d;s.maxCanvasHt>e.viewportDimHeight()&&(j-=h.ScrollW),g.width+=j}})}},s.init=function(){return s.initTemplates().then(function(){e.selectionProvider=new E(s,e,n),e.domAccessProvider=new w(s),s.rowFactory=new C(s,e,h,k,l),s.searchProvider=new D(e,s,j),s.styleProvider=new F(e,s),e.$on("$destroy",e.$watch("configGroups",function(a){var b=[];angular.forEach(a,function(a){b.push(a.field||a)}),s.config.groups=b,s.rowFactory.filteredRowsChanged(),e.$emit("ngGridEventGroups",a)},!0)),e.$on("$destroy",e.$watch("columns",function(a){e.isColumnResizing||h.RebuildGrid(e,s),e.$emit("ngGridEventColumns",a)},!0)),e.$on("$destroy",e.$watch(function(){return f.i18n},function(a){l.seti18n(e,a)})),s.maxCanvasHt=s.calcMaxCanvasHeight(),s.config.sortInfo.fields&&s.config.sortInfo.fields.length>0&&e.$on("$destroy",e.$watch(function(){return s.config.sortInfo},function(){g.isSorting||(s.sortColumnsInit(),e.$emit("ngGridEventSorted",s.config.sortInfo))},!0))})},s.resizeOnData=function(a){var c=a.minWidth,d=l.getElementsByClassName("col"+a.index);angular.forEach(d,function(a,d){var e;if(0===d){var f=b(a).find(".ngHeaderText");e=l.visualLength(f)+10}else{var g=b(a).find(".ngCellText");e=l.visualLength(g)+10}e>c&&(c=e)}),a.width=a.longest=Math.min(a.maxWidth,c+7),h.BuildStyles(e,s,!0)},s.lastSortedColumns=[],s.sortData=function(a,c){if(c&&c.shiftKey&&s.config.sortInfo){var d=s.config.sortInfo.columns.indexOf(a);-1===d?(1===s.config.sortInfo.columns.length&&(s.config.sortInfo.columns[0].sortPriority=1),s.config.sortInfo.columns.push(a),a.sortPriority=s.config.sortInfo.columns.length,s.config.sortInfo.fields.push(a.field),s.config.sortInfo.directions.push(a.sortDirection),s.lastSortedColumns.push(a)):s.config.sortInfo.directions[d]=a.sortDirection}else if(!s.config.useExternalSorting||s.config.useExternalSorting&&s.config.sortInfo){var f=b.isArray(a);s.config.sortInfo.columns.length=0,s.config.sortInfo.fields.length=0,s.config.sortInfo.directions.length=0;var g=function(a){s.config.sortInfo.columns.push(a),s.config.sortInfo.fields.push(a.field),s.config.sortInfo.directions.push(a.sortDirection),s.lastSortedColumns.push(a)};f?angular.forEach(a,function(a,b){a.sortPriority=b+1,g(a)}):(s.clearSortingData(a),a.sortPriority=void 0,g(a)),s.sortActual(),s.searchProvider.evalFilter(),e.$emit("ngGridEventSorted",s.config.sortInfo)}},s.sortColumnsInit=function(){s.config.sortInfo.columns?s.config.sortInfo.columns.length=0:s.config.sortInfo.columns=[];var a=[];angular.forEach(e.columns,function(b){var c=s.config.sortInfo.fields.indexOf(b.field);-1!==c&&(b.sortDirection=s.config.sortInfo.directions[c]||"asc",a[c]=b)}),s.sortData(1===a.length?a[0]:a)},s.sortActual=function(){if(!s.config.useExternalSorting){var a=s.data.slice(0);angular.forEach(a,function(a,b){var c=s.rowMap[b];if(void 0!==c){var d=s.rowCache[c];void 0!==d&&(a.preSortSelected=d.selected,a.preSortIndex=b)}}),g.Sort(s.config.sortInfo,a),angular.forEach(a,function(a,b){s.rowCache[b].entity=a,s.rowCache[b].selected=a.preSortSelected,s.rowMap[a.preSortIndex]=b,delete a.preSortSelected,delete a.preSortIndex})}},s.clearSortingData=function(a){a?(angular.forEach(s.lastSortedColumns,function(b){a.index!==b.index&&(b.sortDirection="",b.sortPriority=null)}),s.lastSortedColumns[0]=a,s.lastSortedColumns.length=1):(angular.forEach(s.lastSortedColumns,function(a){a.sortDirection="",a.sortPriority=null}),s.lastSortedColumns=[])},s.fixColumnIndexes=function(){for(var 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b=0,c=0,d=e.columns.length,f=[],g=!s.config.enableColumnHeavyVirt,i=0,j=function(a){g?f.push(a):e.renderedColumns[i]?e.renderedColumns[i].setVars(a):e.renderedColumns[i]=a.copy(),i++},k=0;d>k;k++){var l=e.columns[k];if(l.visible!==!1){var m=l.width+b;if(l.pinned){j(l);var n=k>0?a+c:a;h.setColLeft(l,n,s),c+=l.width}else m>=a&&b<=a+s.rootDim.outerWidth&&j(l);b+=l.width}}g&&(e.renderedColumns=f)},s.prevScrollTop=0,s.prevScrollIndex=0,e.adjustScrollTop=function(a,b){if(s.prevScrollTop!==a||b){a>0&&s.$viewport[0].scrollHeight-a<=s.$viewport.outerHeight()&&e.$emit("ngGridEventScroll");var f,g=Math.floor(a/s.config.rowHeight);if(s.filteredRows.length>s.config.virtualizationThreshold){if(s.prevScrollTop<a&&g<s.prevScrollIndex+d)return;if(s.prevScrollTop>a&&g>s.prevScrollIndex-d)return;f=new A(Math.max(0,g-c),g+s.minRowsToRender()+c)}else{var h=e.configGroups.length>0?s.rowFactory.parsedData.length:s.filteredRows.length;f=new 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0===a?"":this;if(void 0!==a&&(0===a&&(a=null),a&&(a+="",":"===a.charAt(0)&&(a=a.substring(1)),a.match(/[^0-9]/))))throw new TypeError("Port '"+a+"' contains characters other than [0-9]");return u.call(this,a,b)},o.hostname=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0!==a){var c={};e.parseHost(a,c),a=c.hostname}return v.call(this,a,b)},o.host=function(a,b){return this._parts.urn?void 0===a?"":this:void 0===a?this._parts.hostname?e.buildHost(this._parts):"":(e.parseHost(a,this._parts),this.build(!b),this)},o.authority=function(a,b){return this._parts.urn?void 0===a?"":this:void 0===a?this._parts.hostname?e.buildAuthority(this._parts):"":(e.parseAuthority(a,this._parts),this.build(!b),this)},o.userinfo=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0===a){if(!this._parts.username)return"";var c=e.buildUserinfo(this._parts);return c.substring(0,c.length-1)}return"@"!==a[a.length-1]&&(a+="@"),e.parseUserinfo(a,this._parts),this.build(!b),this},o.resource=function(a,b){var c;return void 0===a?this.path()+this.search()+this.hash():(c=e.parse(a),this._parts.path=c.path,this._parts.query=c.query,this._parts.fragment=c.fragment,this.build(!b),this)},o.subdomain=function(a,b){if(this._parts.urn)return void 0===a?"":this;if(void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var c=this._parts.hostname.length-this.domain().length-1;return this._parts.hostname.substring(0,c)||""}var d=this._parts.hostname.length-this.domain().length,g=this._parts.hostname.substring(0,d),h=new RegExp("^"+f(g));return a&&"."!==a.charAt(a.length-1)&&(a+="."),a&&e.ensureValidHostname(a),this._parts.hostname=this._parts.hostname.replace(h,a),this.build(!b),this},o.domain=function(a,b){if(this._parts.urn)return void 0===a?"":this;if("boolean"==typeof a&&(b=a,a=void 0),void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var c=this._parts.hostname.match(/\./g);if(c&&c.length<2)return this._parts.hostname;var d=this._parts.hostname.length-this.tld(b).length-1;return d=this._parts.hostname.lastIndexOf(".",d-1)+1,this._parts.hostname.substring(d)||""}if(!a)throw new TypeError("cannot set domain empty");if(e.ensureValidHostname(a),!this._parts.hostname||this.is("IP"))this._parts.hostname=a;else{var g=new RegExp(f(this.domain())+"$");this._parts.hostname=this._parts.hostname.replace(g,a)}return this.build(!b),this},o.tld=function(a,b){if(this._parts.urn)return void 0===a?"":this;if("boolean"==typeof a&&(b=a,a=void 0),void 0===a){if(!this._parts.hostname||this.is("IP"))return"";var d=this._parts.hostname.lastIndexOf("."),e=this._parts.hostname.substring(d+1);return b!==!0&&c&&c.list[e.toLowerCase()]?c.get(this._parts.hostname)||e:e}var g;if(!a)throw new TypeError("cannot set TLD empty");if(a.match(/[^a-zA-Z0-9-]/)){if(!c||!c.is(a))throw new TypeError("TLD '"+a+"' contains characters other than [A-Z0-9]");g=new 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i&&(a=e.recodePath(a),this._parts.path=this._parts.path.replace(i,a)),this.build(!b),this},o.segment=function(a,b,c){var d=this._parts.urn?":":"/",e=this.path(),f="/"===e.substring(0,1),g=e.split(d);if(void 0!==a&&"number"!=typeof a&&(c=b,b=a,a=void 0),void 0!==a&&"number"!=typeof a)throw new Error("Bad segment '"+a+"', must be 0-based integer");if(f&&g.shift(),0>a&&(a=Math.max(g.length+a,0)),void 0===b)return void 0===a?g:g[a];if(null===a||void 0===g[a])if(h(b)){g=[];for(var i=0,j=b.length;j>i;i++)(b[i].length||g.length&&g[g.length-1].length)&&(g.length&&!g[g.length-1].length&&g.pop(),g.push(b[i]))}else(b||"string"==typeof b)&&(""===g[g.length-1]?g[g.length-1]=b:g.push(b));else b||"string"==typeof b&&b.length?g[a]=b:g.splice(a,1);return f&&g.unshift(""),this.path(g.join(d),c)},o.segmentCoded=function(a,b,c){var d,f,g;if("number"!=typeof a&&(c=b,b=a,a=void 0),void 0===b){if(d=this.segment(a,b,c),h(d))for(f=0,g=d.length;g>f;f++)d[f]=e.decode(d[f]);else d=void 0!==d?e.decode(d):void 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this._parts.urn?this.normalizeProtocol(!1).normalizeQuery(!1).normalizeFragment(!1).build():this.normalizeProtocol(!1).normalizeHostname(!1).normalizePort(!1).normalizePath(!1).normalizeQuery(!1).normalizeFragment(!1).build()},o.normalizeProtocol=function(a){return"string"==typeof this._parts.protocol&&(this._parts.protocol=this._parts.protocol.toLowerCase(),this.build(!a)),this},o.normalizeHostname=function(c){return this._parts.hostname&&(this.is("IDN")&&a?this._parts.hostname=a.toASCII(this._parts.hostname):this.is("IPv6")&&b&&(this._parts.hostname=b.best(this._parts.hostname)),this._parts.hostname=this._parts.hostname.toLowerCase(),this.build(!c)),this},o.normalizePort=function(a){return"string"==typeof this._parts.protocol&&this._parts.port===e.defaultPorts[this._parts.protocol]&&(this._parts.port=null,this.build(!a)),this},o.normalizePath=function(a){if(this._parts.urn)return this;if(!this._parts.path||"/"===this._parts.path)return this;var b,c,d,f=this._parts.path;for("/"!==f.charAt(0)&&(b=!0,f="/"+f),f=f.replace(/(\/(\.\/)+)|(\/\.$)/g,"/").replace(/\/{2,}/g,"/");;){if(c=f.indexOf("/../"),-1===c)break;if(0===c){f=f.substring(3);break}d=f.substring(0,c).lastIndexOf("/"),-1===d&&(d=c),f=f.substring(0,d)+f.substring(c+3)}return b&&this.is("relative")&&(f=f.substring(1)),f=e.recodePath(f),this._parts.path=f,this.build(!a),this},o.normalizePathname=o.normalizePath,o.normalizeQuery=function(a){return"string"==typeof this._parts.query&&(this._parts.query.length?this.query(e.parseQuery(this._parts.query,this._parts.escapeQuerySpace)):this._parts.query=null,this.build(!a)),this},o.normalizeFragment=function(a){return this._parts.fragment||(this._parts.fragment=null,this.build(!a)),this},o.normalizeSearch=o.normalizeQuery,o.normalizeHash=o.normalizeFragment,o.iso8859=function(){var a=e.encode,b=e.decode;return e.encode=escape,e.decode=decodeURIComponent,this.normalize(),e.encode=a,e.decode=b,this},o.unicode=function(){var a=e.encode,b=e.decode;return e.encode=m,e.decode=unescape,this.normalize(),e.encode=a,e.decode=b,this},o.readable=function(){var b=this.clone();b.username("").password("").normalize();var c="";if(b._parts.protocol&&(c+=b._parts.protocol+"://"),b._parts.hostname&&(b.is("punycode")&&a?(c+=a.toUnicode(b._parts.hostname),b._parts.port&&(c+=":"+b._parts.port)):c+=b.host()),b._parts.hostname&&b._parts.path&&"/"!==b._parts.path.charAt(0)&&(c+="/"),c+=b.path(!0),b._parts.query){for(var d="",f=0,g=b._parts.query.split("&"),h=g.length;h>f;f++){var i=(g[f]||"").split("=");d+="&"+e.decodeQuery(i[0],this._parts.escapeQuerySpace).replace(/&/g,"%26"),void 0!==i[1]&&(d+="="+e.decodeQuery(i[1],this._parts.escapeQuerySpace).replace(/&/g,"%26"))}c+="?"+d.substring(1)}return c+=e.decodeQuery(b.hash(),!0)},o.absoluteTo=function(a){var b,c,d,f=this.clone(),g=["protocol","username","password","hostname","port"];if(this._parts.urn)throw new Error("URNs do not have any generally defined hierarchical components");if(a instanceof e||(a=new e(a)),f._parts.protocol||(f._parts.protocol=a._parts.protocol),this._parts.hostname)return f;for(c=0;d=g[c];c++)f._parts[d]=a._parts[d];for(g=["query","path"],c=0;d=g[c];c++)!f._parts[d]&&a._parts[d]&&(f._parts[d]=a._parts[d]);return"/"!==f.path().charAt(0)&&(b=a.directory(),f._parts.path=(b?b+"/":"")+f._parts.path,f.normalizePath()),f.build(),f},o.relativeTo=function(a){var b,c,d,f,g,h=this.clone().normalize();if(h._parts.urn)throw new Error("URNs do not have any generally defined hierarchical components");if(a=new e(a).normalize(),b=h._parts,c=a._parts,f=h.path(),g=a.path(),"/"!==f.charAt(0))throw new Error("URI is already relative");if("/"!==g.charAt(0))throw new Error("Cannot calculate a URI relative to another relative URI");if(b.protocol===c.protocol&&(b.protocol=null),b.username!==c.username||b.password!==c.password)return h.build();if(null!==b.protocol||null!==b.username||null!==b.password)return h.build();if(b.hostname!==c.hostname||b.port!==c.port)return h.build();if(b.hostname=null,b.port=null,f===g)return b.path="",h.build();if(d=e.commonPath(h.path(),a.path()),!d)return h.build();var i=c.path.substring(d.length).replace(/[^\/]*$/,"").replace(/.*?\//g,"../");return b.path=i+b.path.substring(d.length),h.build()},o.equals=function(a){var b,c,d,f=this.clone(),g=new e(a),i={},j={},l={};if(f.normalize(),g.normalize(),f.toString()===g.toString())return!0;if(b=f.query(),c=g.query(),f.query(""),g.query(""),f.toString()!==g.toString())return!1;if(b.length!==c.length)return!1;i=e.parseQuery(b,this._parts.escapeQuerySpace),j=e.parseQuery(c,this._parts.escapeQuerySpace);for(d in i)if(p.call(i,d)){if(h(i[d])){if(!k(i[d],j[d]))return!1}else if(i[d]!==j[d])return!1;l[d]=!0}for(d in j)if(p.call(j,d)&&!l[d])return!1;return!0},o.duplicateQueryParameters=function(a){return this._parts.duplicateQueryParameters=!!a,this},o.escapeQuerySpace=function(a){return 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c=0,d=0,e=Math.min(a.t,this.t);e>c;)d+=this[c]-a[c],b[c++]=d&this.DM,d>>=this.DB;if(a.t<this.t){for(d-=a.s;c<this.t;)d+=this[c],b[c++]=d&this.DM,d>>=this.DB;d+=this.s}else{for(d+=this.s;c<a.t;)d-=a[c],b[c++]=d&this.DM,d>>=this.DB;d-=a.s}b.s=0>d?-1:0,-1>d?b[c++]=this.DV+d:d>0&&(b[c++]=d),b.t=c,b.clamp()}function x(b,c){var d=this.abs(),e=b.abs(),f=d.t;for(c.t=f+e.t;--f>=0;)c[f]=0;for(f=0;f<e.t;++f)c[f+d.t]=d.am(0,e[f],c,f,0,d.t);c.s=0,c.clamp(),this.s!=b.s&&a.ZERO.subTo(c,c)}function y(a){for(var b=this.abs(),c=a.t=2*b.t;--c>=0;)a[c]=0;for(c=0;c<b.t-1;++c){var d=b.am(c,b[c],a,2*c,0,1);(a[c+b.t]+=b.am(c+1,2*b[c],a,2*c+1,d,b.t-c-1))>=b.DV&&(a[c+b.t]-=b.DV,a[c+b.t+1]=1)}a.t>0&&(a[a.t-1]+=b.am(c,b[c],a,2*c,0,1)),a.s=0,a.clamp()}function z(c,d,e){var f=c.abs();if(!(f.t<=0)){var g=this.abs();if(g.t<f.t)return null!=d&&d.fromInt(0),void(null!=e&&this.copyTo(e));null==e&&(e=b());var h=b(),i=this.s,j=c.s,k=this.DB-q(f[f.t-1]);k>0?(f.lShiftTo(k,h),g.lShiftTo(k,e)):(f.copyTo(h),g.copyTo(e));var 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\ No newline at end of file
diff --git a/web/demos/package/app/styles/f3706ec2.main.css b/web/demos/package/app/styles/00ae7995.main.css
similarity index 97%
rename from web/demos/package/app/styles/f3706ec2.main.css
rename to web/demos/package/app/styles/00ae7995.main.css
index b90ee41..ad78456 100644
--- a/web/demos/package/app/styles/f3706ec2.main.css
+++ b/web/demos/package/app/styles/00ae7995.main.css
@@ -1 +1 @@
-body{padding-top:60px;padding-bottom:40px}.sidebar-nav{padding:9px 0}.navbar .nav>li{line-height:28px}@media (max-width:980px){.navbar-text.pull-right{float:none;padding-left:5px;padding-right:5px}}[class^=icon-],[class*=" icon-"]{background-image:url(../images/23bb1446.glyphicons-halflings.png)}h4.ui-pnotify-title{display:inline;font-size:16px}.ui-pnotify-text{font-size:12px}.ui-pnotify-icon,.ui-pnotify-icon span{display:inline-block;float:none}.app-title{margin-top:0}.btn-view-console{margin-left:20px}.twitter-grid{border:1px solid #d4d4d4;height:350px;width:400px}.mobile-grid{border:1px solid #d4d4d4;height:450px}.mobile-grid-remove{text-align:center;cursor:pointer}.params-nav select{width:100%}.chart-title{text-align:center}.line-chart{height:300px}.network-response{height:30px}.network-response-label{display:inline-block;font-weight:700;vertical-align:middle}.network-response-stat{display:inline-block;width:100px;overflow:hidden;vertical-align:middle}.network-response-loading{background-color:#ff0}.bar-chart rect.bar-chart-p{fill:#05EEFA}.bar-chart rect.bar-chart-c{fill:transparent;stroke:red;stroke-width:1px;width:100%}.bar-chart rect{fill:#05EEFA}.bar-chart text{fill:#000}.chart-ctnr{height:300px}.gauge{margin-top:15px}.marker-label{color:red;background-color:#fff;font-family:"Lucida Grande",Arial,sans-serif;font-size:10px;font-weight:700;text-align:center;width:50px;border:1px solid #000;white-space:nowrap}.widget-response{max-height:340px;overflow:auto}.overview-item{padding-top:14px}.overview-item .key{color:#888;letter-spacing:.1em;display:block;margin-bottom:5px}.overview-item .value{font-weight:700;color:#000;font-size:140%;display:block}.navbar .brand{background:url(../images/74c3df97.main_banner.png) no-repeat scroll 0 0;padding:0;width:241px;height:48px;margin-left:-15px}.navbar-inverse .nav .active>a,.navbar-inverse .nav .active>a:hover,.navbar-inverse .nav .active>a:focus{background:#11506d}.navbar .navbar-inner{background:#11506d}.generate-tx-btn-wrap.span3,.generate-tx-desc.span9{display:inline-block;vertical-align:middle;float:none}.generate-tx-btn-wrap.span3{text-align:center}#alertDisplayBox{padding:10px;height:418px;overflow:auto}article.alert-msg{padding:10px 25px;border-radius:4px;color:#000;text-shadow:0 1px 0 rgba(255,255,255,.6);margin-bottom:10px}article.alert-msg.medium,button.generate-medium{background:#FF7000;box-shadow:inset 0 -2px 20px 0 #EEBC6B,0 1px 3px rgba(0,0,0,.3)}button.generate-medium:hover,button.generate-medium:focus{background:#FF970B}article.alert-msg.high,button.generate-high{background:#FF5E54;box-shadow:inset 0 -2px 20px 0 #D14D45,0 1px 3px rgba(0,0,0,.3)}button.generate-high{color:#fff;text-shadow:0 1px 0 #000}button.generate-high:hover,button.generate-high:focus{background:#FF4A31;color:#fff;text-shadow:0 1px 0 #000}article.alert-msg.low,button.generate-low{background:#FFF971;box-shadow:inset 0 -4px 30px -6px #EED306,0 1px 3px rgba(0,0,0,.3)}button.generate-low:hover,button.generate-low:focus{background:#FFE00A}article.alert-msg h1{font-size:18px;margin:0}button.clearFraudsBtn{float:right}
\ No newline at end of file
+body{padding-top:60px;padding-bottom:40px}.sidebar-nav{padding:9px 0}.navbar .nav>li{line-height:28px}@media (max-width:980px){.navbar-text.pull-right{float:none;padding-left:5px;padding-right:5px}}[class^=icon-],[class*=" icon-"]{background-image:url(../images/23bb1446.glyphicons-halflings.png)}h4.ui-pnotify-title{display:inline;font-size:16px}.ui-pnotify-text{font-size:12px}.ui-pnotify-icon,.ui-pnotify-icon span{display:inline-block;float:none}.app-title{margin-top:0}.btn-view-console{margin-left:20px}.twitter-grid{border:1px solid #d4d4d4;height:350px;width:400px}.mobile-grid{border:1px solid #d4d4d4;height:450px}.mobile-grid-remove{text-align:center;cursor:pointer}.params-nav select{width:100%}.chart-title{text-align:center}.line-chart{height:300px}.network-response{height:30px}.network-response-label{display:inline-block;font-weight:700;vertical-align:middle}.network-response-stat{display:inline-block;width:100px;overflow:hidden;vertical-align:middle}.network-response-loading{background-color:#ff0}.bar-chart rect.bar-chart-p{fill:#05EEFA}.bar-chart rect.bar-chart-c{fill:transparent;stroke:red;stroke-width:1px;width:100%}.bar-chart rect{fill:#05EEFA}.bar-chart text{fill:#000}.chart-ctnr{height:300px}.gauge{margin-top:15px}.marker-label{color:red;background-color:#fff;font-family:"Lucida Grande",Arial,sans-serif;font-size:10px;font-weight:700;text-align:center;width:50px;border:1px solid #000;white-space:nowrap}.widget-response{max-height:340px;overflow:auto}.overview-item{padding-top:14px}.overview-item .key{color:#888;letter-spacing:.1em;display:block;margin-bottom:5px}.overview-item .value{font-weight:700;color:#000;font-size:140%;display:block}.navbar .brand{background:url(../images/74c3df97.main_banner.png) no-repeat scroll 0 0;padding:0;width:241px;height:48px;margin-left:-15px}.navbar-inverse .nav .active>a,.navbar-inverse .nav .active>a:hover,.navbar-inverse .nav .active>a:focus{background:#11506d}.navbar .navbar-inner{background:#11506d}.generate-tx-btn-wrap.span3,.generate-tx-desc.span9{display:inline-block;vertical-align:middle;float:none}.generate-tx-btn-wrap.span3{text-align:center}#alertDisplayBox{padding:10px;height:418px;overflow:auto}article.alert-msg{padding:10px 25px;border-radius:4px;color:#000;text-shadow:0 1px 0 rgba(255,255,255,.6);margin-bottom:10px}article.alert-msg.medium,button.generate-medium{background:#FF7000;box-shadow:inset 0 -2px 20px 0 #EEBC6B,0 1px 3px rgba(0,0,0,.3)}button.generate-medium:hover,button.generate-medium:focus{background:#FF970B}article.alert-msg.high,button.generate-high{background:#FF5E54;box-shadow:inset 0 -2px 20px 0 #D14D45,0 1px 3px rgba(0,0,0,.3)}button.generate-high{color:#fff;text-shadow:0 1px 0 #000}button.generate-high:hover,button.generate-high:focus{background:#FF4A31;color:#fff;text-shadow:0 1px 0 #000}article.alert-msg.low,button.generate-low{background:#FFF971;box-shadow:inset 0 -4px 30px -6px #EED306,0 1px 3px rgba(0,0,0,.3)}button.generate-low:hover,button.generate-low:focus{background:#FFE00A}article.alert-msg h1{font-size:18px;margin:0}button.clearFraudsBtn{float:right}a.svg-link{text-decoration:underline}
\ No newline at end of file
diff --git a/web/demos/package/app/views/dimensions.html b/web/demos/package/app/views/dimensions.html
index 80913d0..afd1703 100644
--- a/web/demos/package/app/views/dimensions.html
+++ b/web/demos/package/app/views/dimensions.html
@@ -160,6 +160,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/package/app/views/fraud.html b/web/demos/package/app/views/fraud.html
index 7a3b9b4..cedfa5c 100644
--- a/web/demos/package/app/views/fraud.html
+++ b/web/demos/package/app/views/fraud.html
@@ -47,7 +47,7 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
<div id="txn-modal" class="modal hide fade" role="dialog" style="display:none">
diff --git a/web/demos/package/app/views/machine.html b/web/demos/package/app/views/machine.html
index 4ac4248..0da15a6 100644
--- a/web/demos/package/app/views/machine.html
+++ b/web/demos/package/app/views/machine.html
@@ -168,6 +168,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/package/app/views/mobile.html b/web/demos/package/app/views/mobile.html
index 4dc9400..4a5f2cf 100644
--- a/web/demos/package/app/views/mobile.html
+++ b/web/demos/package/app/views/mobile.html
@@ -35,6 +35,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/package/app/views/twitter.html b/web/demos/package/app/views/twitter.html
index 3ba9051..e1897cd 100644
--- a/web/demos/package/app/views/twitter.html
+++ b/web/demos/package/app/views/twitter.html
@@ -2,14 +2,14 @@
<div class="row-fluid">
<div class="span12">
<h2 class="app-title">
- Twitter Top URLs
+ {{pageTitle}}
<a ng-show="appURL" href="{{appURL}}" class="btn btn-primary btn-view-console" target="_blank">View Console</a>
</h2>
</div>
</div>
<div class="row-fluid">
<p class="well span7">
- This demo application processes tweets and computes most frequently cited URLs during the last 5 minutes. The results are continuously updated every 0.5 sec. For demo purposes, we used live (1% sample) developer version of the Twitter feed, and scale it up by 100x to produce the true load. The application process load equivalent to full firehose.
+ This demo application processes tweets and computes most frequently cited {{entity}} during the last 5 minutes. The results are continuously updated every 0.5 sec. For demo purposes, we used live (1% sample) developer version of the Twitter feed, and scale it up by 100x to produce the true load. The application process load equivalent to full firehose.
</p>
<div class="span5">
<span widgets-stat="" app="app"></span>
@@ -17,13 +17,13 @@
</div>
<div class="row-fluid">
<div class="span4">
- <h4>Top 10 URLs</h4>
+ <h4>{{gridTitle}}</h4>
<div ng-controller="TwitterGridControlller">
<div class="twitter-grid" ng-grid="gridOptions"></div>
</div>
</div><!--/span-->
<div class="span4">
- <h4>Top 10 URLs Chart</h4>
+ <h4>{{chartTitle}}</h4>
<div ng-controller="TwitterBarChartController">
<span widgets-bar-chart="" class="bar-chart" data="twitterBarChartData" label="name" on-click="d3OnClick(item)"></span>
</div>
@@ -33,6 +33,6 @@
<hr>
<footer>
- <p>© DataTorrent 2013</p>
+ <p>© DataTorrent 2014</p>
</footer>
</div><!--/.fluid-container-->
\ No newline at end of file
diff --git a/web/demos/package/config.js b/web/demos/package/config.js
index ec62902..1db5085 100644
--- a/web/demos/package/config.js
+++ b/web/demos/package/config.js
@@ -26,7 +26,8 @@
config.settings = {};
var settings = config.settings;
-settings.twitter = {};
+settings.twitterUrls = {};
+settings.twitterHashtags = {};
settings.mobile = {};
settings.mobile.topic = {};
settings.machine = {};
@@ -38,8 +39,10 @@
settings.webSocketURL = 'ws://' + config.gateway.host + ':' + config.gateway.port + '/pubsub';
settings.appsURL = 'http://' + config.gateway.host + ':' + config.gateway.port + '/static/#ops/apps/';
-settings.twitter.appName = process.env.APP_NAME_TWITTER || 'TwitterDemo';
-settings.twitter.topic = 'demos.twitter.topURLs';
+settings.twitterUrls.appName = process.env.APP_NAME_TWITTER_URLS || 'TwitterDemo';
+settings.twitterUrls.topic = 'demos.twitter.topURLs';
+settings.twitterHashtags.appName = process.env.APP_NAME_TWITTER_HASHTAGS || 'TwitterTrendingDemo';
+settings.twitterHashtags.topic = 'demos.twitter.topHashtags';
settings.mobile.topic.out = 'demos.mobile.phoneLocationQueryResult';
settings.mobile.topic.in = 'demos.mobile.phoneLocationQuery';
settings.mobile.appName = process.env.APP_NAME_MOBILE || 'MobileDemo';
