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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (APEXMALHAR-2023) Adding Enrichment Operator to Malhar
Date Mon, 25 Apr 2016 07:23:12 GMT

    [ https://issues.apache.org/jira/browse/APEXMALHAR-2023?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15255999#comment-15255999
] 

ASF GitHub Bot commented on APEXMALHAR-2023:
--------------------------------------------

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

    https://github.com/apache/incubator-apex-malhar/pull/235#discussion_r60870647
  
    --- Diff: contrib/src/main/java/com/datatorrent/contrib/enrich/POJOEnricher.java ---
    @@ -0,0 +1,264 @@
    +/**
    + * 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.contrib.enrich;
    +
    +import java.lang.reflect.Field;
    +import java.util.ArrayList;
    +import java.util.HashMap;
    +import java.util.List;
    +import java.util.Map;
    +
    +import org.slf4j.Logger;
    +import org.slf4j.LoggerFactory;
    +import org.apache.commons.lang3.ClassUtils;
    +import org.apache.hadoop.classification.InterfaceStability;
    +
    +import com.datatorrent.api.Context;
    +import com.datatorrent.api.DefaultInputPort;
    +import com.datatorrent.api.DefaultOutputPort;
    +import com.datatorrent.api.annotation.InputPortFieldAnnotation;
    +import com.datatorrent.api.annotation.OutputPortFieldAnnotation;
    +import com.datatorrent.lib.util.FieldInfo;
    +import com.datatorrent.lib.util.PojoUtils;
    +
    +
    +/**
    + * This class takes a POJO as input and extract the value of the lookupKey configured
    + * for this operator. It then does a lookup in file/DB to find matching entry and all
key-value pairs
    + * specified in the file/DB or based on include fieldMap are added to original tuple.
    + * This operator is App Builder schema support enabled. <br>
    + * <p>
    + * Properties:<br>
    + * <b>inputClass</b>: Class to be loaded for the incoming data type<br>
    + * <b>outputClass</b>: Class to be loaded for the emitted data type<br>
    + * <br>
    + * <p>
    + * Example
    + * The file contains data in json format, one entry per line. during setup entire file
is read and
    + * kept in memory for quick lookup.
    + * If file contains following lines, and operator is configured with lookup key "productId"
    + * { "productId": 1, "productCategory": 3 }
    + * { "productId": 4, "productCategory": 10 }
    + * { "productId": 3, "productCategory": 1 }
    + * <p>
    + * And input tuple is
    + * { amount=10.0, channelId=4, productId=3 }
    + * <p>
    + * The tuple is modified as below before operator emits it on output port.
    + * { amount=10.0, channelId=4, productId=3, productCategory=1 }
    + *
    + * @displayName BeanEnrichment
    + * @category Database
    + * @tags enrichment, pojo, schema, lookup
    + */
    +@InterfaceStability.Evolving
    +public class POJOEnricher extends AbstractEnricher<Object, Object>
    +{
    +  private static final Logger logger = LoggerFactory.getLogger(POJOEnricher.class);
    +
    +  /**
    +   * Helper fields
    +   */
    +  protected Class<?> inputClass;
    +  protected Class<?> outputClass;
    +  private transient Map<PojoUtils.Getter, PojoUtils.Setter> fieldMap = new HashMap<>();
    +  private transient List<PojoUtils.Setter> includeSetters = new ArrayList<>();
    +  private transient List<PojoUtils.Getter> lookupGetters = new ArrayList<>();
    +
    +  @InputPortFieldAnnotation(schemaRequired = true)
    +  public final transient DefaultInputPort<Object> input = new DefaultInputPort<Object>()
    +  {
    +    @Override
    +    public void setup(Context.PortContext context)
    +    {
    +      inputClass = context.getValue(Context.PortContext.TUPLE_CLASS);
    +    }
    +
    +    @Override
    +    public void process(Object object)
    +    {
    +      processTuple(object);
    +    }
    +  };
    +
    +  @OutputPortFieldAnnotation(schemaRequired = true)
    +  public final transient DefaultOutputPort<Object> output = new DefaultOutputPort<Object>()
    +  {
    +    @Override
    +    public void setup(Context.PortContext context)
    +    {
    +      outputClass = context.getValue(Context.PortContext.TUPLE_CLASS);
    +    }
    +  };
    +
    +  protected void processTuple(Object object)
    +  {
    +    enrichTuple(object);
    +  }
    +
    +  @Override
    +  protected Object getKey(Object tuple)
    +  {
    +    ArrayList<Object> keyList = new ArrayList<>();
    +    for (PojoUtils.Getter lookupGetter : lookupGetters) {
    +      keyList.add(lookupGetter.get(tuple));
    +    }
    +    return keyList;
    +  }
    +
    +  @Override
    +  protected Object convert(Object in, Object cached)
    +  {
    +    Object o;
    +
    +    try {
    +      o = outputClass.newInstance();
    +    } catch (InstantiationException | IllegalAccessException e) {
    +      logger.error("Failed to create new instance of output POJO", e);
    +      return null;
    --- End diff --
    
    Can we add an metric here?


> Adding Enrichment Operator to Malhar
> ------------------------------------
>
>                 Key: APEXMALHAR-2023
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2023
>             Project: Apache Apex Malhar
>          Issue Type: New Feature
>          Components: adapters database
>    Affects Versions: 3.3.1
>            Reporter: Chinmay Kolhatkar
>            Assignee: Chinmay Kolhatkar
>
> Add Enrichment Operator to Apex Malhar.
> Discussion is happening in mailing list here:
> http://mail-archives.apache.org/mod_mbox/incubator-apex-dev/201603.mbox/%3CCAKJfLDMo24-Gcvum2ZL8-0JOnE8QLryAy0Zu_R5zhMd_bsJyHw%40mail.gmail.com%3E
> Ponymail permalink:
> https://pony-poc.apache.org/thread.html/Z8t5ut5pu5vprgt



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