io.cdap.directives.transformation.FindAndReplace 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.transformation;
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.Mutation;
import io.cdap.wrangler.api.parser.ColumnNameList;
import io.cdap.wrangler.api.parser.Text;
import io.cdap.wrangler.api.parser.TokenType;
import io.cdap.wrangler.api.parser.UsageDefinition;
import org.unix4j.Unix4j;
import org.unix4j.builder.Unix4jCommandBuilder;
import java.util.ArrayList;
import java.util.List;
/**
* A directive for 'find-and-replace' transformations on the column.
*/
@Plugin(type = Directive.TYPE)
@Name(FindAndReplace.NAME)
@Categories(categories = { "transform"})
@Description("Finds and replaces text in column values using a sed-format expression.")
public class FindAndReplace implements Directive, Lineage {
public static final String NAME = "find-and-replace";
private String pattern;
private List columns;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column", TokenType.COLUMN_NAME_LIST);
builder.define("pattern", TokenType.TEXT);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.columns = ((ColumnNameList) args.value("column")).value();
this.pattern = ((Text) args.value("pattern")).value();
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
List results = new ArrayList<>();
for (Row row : rows) {
for (String column : columns) {
int idx = row.find(column);
if (idx != -1) {
Object v = row.getValue(idx);
// Operates only on String types.
try {
if (v instanceof String) {
String value = (String) v; // Safely converts to String.
Unix4jCommandBuilder builder = Unix4j.echo(value).sed(pattern);
if (builder.toExitValue() == 0) {
row.setValue(idx, builder.toStringResult());
}
}
} catch (Exception e) {
// If there is any issue, we pass it on without any transformation.
}
}
results.add(row);
}
}
return results;
}
@Override
public Mutation lineage() {
Mutation.Builder builder = Mutation.builder()
.readable("Found and replaced '%s' using expression '%s'", columns, pattern);
columns.forEach(column -> builder.relation(column, column));
return builder.build();
}
}