io.cdap.directives.column.Merge Maven / Gradle / Ivy
/*
* Copyright © 2017-2019 Cask Data, Inc.
*
* 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 io.cdap.directives.column;
import io.cdap.cdap.api.annotation.Description;
import io.cdap.cdap.api.annotation.Name;
import io.cdap.cdap.api.annotation.Plugin;
import io.cdap.wrangler.api.Arguments;
import io.cdap.wrangler.api.Directive;
import io.cdap.wrangler.api.DirectiveExecutionException;
import io.cdap.wrangler.api.DirectiveParseException;
import io.cdap.wrangler.api.ExecutorContext;
import io.cdap.wrangler.api.Row;
import io.cdap.wrangler.api.annotations.Categories;
import io.cdap.wrangler.api.lineage.Lineage;
import io.cdap.wrangler.api.lineage.Many;
import io.cdap.wrangler.api.lineage.Mutation;
import io.cdap.wrangler.api.parser.ColumnName;
import io.cdap.wrangler.api.parser.Text;
import io.cdap.wrangler.api.parser.TokenType;
import io.cdap.wrangler.api.parser.UsageDefinition;
import org.apache.commons.lang3.StringEscapeUtils;
import java.util.ArrayList;
import java.util.List;
/**
* A directive for merging two columns and creates a third column.
*/
@Plugin(type = Directive.TYPE)
@Name(Merge.NAME)
@Categories(categories = { "column"})
@Description("Merges values from two columns using a separator into a new column.")
public class Merge implements Directive, Lineage {
public static final String NAME = "merge";
// Scope column1
private String col1;
// Scope column2
private String col2;
// Destination column name to be created.
private String dest;
// Delimiter to be used to merge column.
private String delimiter;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column1", TokenType.COLUMN_NAME);
builder.define("column2", TokenType.COLUMN_NAME);
builder.define("destination", TokenType.COLUMN_NAME);
builder.define("separator", TokenType.TEXT);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.col1 = ((ColumnName) args.value("column1")).value();
this.col2 = ((ColumnName) args.value("column2")).value();
this.dest = ((ColumnName) args.value("destination")).value();
this.delimiter = ((Text) args.value("separator")).value();
delimiter = StringEscapeUtils.unescapeJava(delimiter);
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
List results = new ArrayList<>();
for (Row row : rows) {
int idx1 = row.find(col1);
int idx2 = row.find(col2);
if (idx1 != -1 && idx2 != -1) {
StringBuilder builder = new StringBuilder();
builder.append(row.getValue(idx1));
builder.append(delimiter);
builder.append(row.getValue(idx2));
row.add(dest, builder.toString());
}
results.add(row);
}
return results;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Merged column '%s' and '%s' using delimiter '%s' into column '%s'", col1, col2, delimiter, dest)
.relation(Many.columns(col1, col2), Many.of(col1, col2, dest))
.build();
}
}