com.datatorrent.lib.testbench.RandomEventGenerator Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package com.datatorrent.lib.testbench;
import java.util.Random;
import javax.validation.constraints.Min;
import com.datatorrent.api.Context.OperatorContext;
import com.datatorrent.api.DefaultOutputPort;
import com.datatorrent.api.InputOperator;
import com.datatorrent.common.util.BaseOperator;
/**
* Generates synthetic load. Creates tuples using random numbers and keeps emitting them on the output port string_data and integer_data.
*
*
* The load is generated as per config parameters. This class is mainly meant for testing nodes by creating a random number within
* a range at a very high throughput. This node does not need to be windowed. It would just create tuple stream upto the limit set
* by the config parameters.
*
* Tuple Schema: Has two choices Integer, or String
* Port Interface
* string_data: Emits String tuples
* integer_data: Emits Integer tuples
* Properties:
* key is an optional parameter, the generator sends an HashMap if key is specified
* min_value is the minimum value of the range of numbers. Default is 0
* max_value is the maximum value of the range of numbers. Default is 100
* tuples_burst is the total amount of tuples sent by the node before handing over control. The default
* value is 10000. A high value does not help as if window has space the control is immediately returned for mode processing
* string_schema controls the tuple schema. For string set it to "true". By default it is "false" (i.e. Integer schema)
*
* Compile time checks are:
* min_value has to be an integer
* max_value has to be an integer and has to be >= min_value
* tuples_burstIf specified must be an integer
*
* Benchmarks: Blast as many tuples as possible in inline mode
* This node has been benchmarked at over 10 million tuples/second in local/inline mode
*
* Compile time error checking includes
*
* @displayName Random Event Generator
* @category Test Bench
* @tags generate
* @since 0.3.2
*/
public class RandomEventGenerator extends BaseOperator implements InputOperator
{
/**
* The output port on which randomly generated integers are emitted as strings.
*/
public final transient DefaultOutputPort string_data = new DefaultOutputPort();
/**
* The output port on which randomly generated integers are emitted.
*/
public final transient DefaultOutputPort integer_data = new DefaultOutputPort();
private int maxCountOfWindows = Integer.MAX_VALUE;
@Min(1)
private int tuplesBlast = 1000;
@Min(1)
private int tuplesBlastIntervalMillis = 10;
private int min_value = 0;
private int max_value = 100;
private final Random random = new Random();
public int getMaxvalue()
{
return max_value;
}
public int getMinvalue()
{
return min_value;
}
@Min(1)
public int getTuplesBlast()
{
return tuplesBlast;
}
@Min(1)
public int getTuplesBlastIntervalMillis()
{
return this.tuplesBlastIntervalMillis;
}
public void setMaxvalue(int i)
{
max_value = i;
}
public void setMinvalue(int i)
{
min_value = i;
}
public void setTuplesBlast(int i)
{
tuplesBlast = i;
}
public void setTuplesBlastIntervalMillis(int tuplesBlastIntervalMillis)
{
this.tuplesBlastIntervalMillis = tuplesBlastIntervalMillis;
}
@Override
public void setup(OperatorContext context)
{
if (max_value <= min_value) {
throw new IllegalArgumentException(String.format("min_value (%d) should be < max_value(%d)", min_value, max_value));
}
}
/**
* Maximum number of Windows across which this operator will work.
* @param i
*/
public void setMaxCountOfWindows(int i)
{
maxCountOfWindows = i;
}
@Override
public void endWindow()
{
if (--maxCountOfWindows == 0) {
//Thread.currentThread().interrupt();
throw new RuntimeException(new InterruptedException("Finished generating data."));
}
}
@Override
public void teardown()
{
}
@Override
public void emitTuples()
{
int range = max_value - min_value + 1;
int i = 0;
while (i < tuplesBlast) {
int rval = min_value + random.nextInt(range);
if (integer_data.isConnected()) {
integer_data.emit(rval);
}
if (string_data.isConnected()) {
string_data.emit(Integer.toString(rval));
}
i++;
}
if (tuplesBlastIntervalMillis > 0) {
try {
Thread.sleep(tuplesBlastIntervalMillis);
} catch (InterruptedException e) {
//fixme
}
}
}
}