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https://issues.apache.org/jira/browse/APEXMALHAR-2006?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15287913#comment-15287913
 ] 

ASF GitHub Bot commented on APEXMALHAR-2006:
--------------------------------------------

Github user davidyan74 commented on a diff in the pull request:

    
https://github.com/apache/incubator-apex-malhar/pull/261#discussion_r63624253
  
    --- Diff: 
stream/src/test/java/org/apache/apex/malhar/stream/sample/MyStreamTest.java ---
    @@ -0,0 +1,90 @@
    +/**
    + * 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 org.apache.apex.malhar.stream.sample;
    +
    +import java.util.Arrays;
    +
    +import org.junit.Test;
    +
    +import org.apache.apex.malhar.stream.api.function.Function;
    +import org.apache.apex.malhar.stream.api.impl.StreamFactory;
    +
    +/**
    + * A test class which test your own stream implementation build on default 
one
    + */
    +public class MyStreamTest
    +{
    +  @Test
    +  public void testMethodChainWordcount() throws Exception
    +  {
    +    new MyStream<>(StreamFactory.fromFolder("./src/test/resources/data"))
    +        .<String, MyStream<String>>flatMap(new 
Function.FlatMapFunction<String, String>()
    +        {
    +          @Override
    +          public Iterable<String> f(String input)
    +          {
    +            return Arrays.asList(input.split(" "));
    +          }
    +        }).filterAndMap(new Function.MapFunction<String, String>()
    +        {
    +          @Override
    +          public String f(String input)
    +          {
    +            return input.replace("word", "newword");
    +          }
    +        }, new Function.FilterFunction<String>()
    +        {
    +          @Override
    +          public Boolean f(String input)
    +          {
    +            return input.startsWith("word");
    +          }
    +        }).countByKey().print().runEmbedded(5000);
    +  }
    +
    +  @Test
    +  public void testNoneMethodChainWordcount() throws Exception
    --- End diff --
    
    None -> Non


> Stream API Design
> -----------------
>
>                 Key: APEXMALHAR-2006
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2006
>             Project: Apache Apex Malhar
>          Issue Type: Sub-task
>            Reporter: Siyuan Hua
>            Assignee: Siyuan Hua
>             Fix For: 3.4.0
>
>
> Construct DAG in a similar way as Flink/Spark Streaming



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