io.cdap.directives.currency.ParseAsCurrency 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.currency;
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.ErrorRowException;
import io.cdap.wrangler.api.ExecutorContext;
import io.cdap.wrangler.api.Optional;
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.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.LocaleUtils;
import java.math.BigDecimal;
import java.text.DecimalFormat;
import java.text.NumberFormat;
import java.text.ParseException;
import java.util.List;
import java.util.Locale;
/**
* A directive for taking difference in Dates.
*/
@Plugin(type = Directive.TYPE)
@Name(ParseAsCurrency.NAME)
@Categories(categories = {"currency"})
@Description("Parses the string as a currency using specified locale. Default locale is en_US.")
public class ParseAsCurrency implements Directive, Lineage {
public static final String NAME = "parse-as-currency";
private String source;
private String destination;
private String locale;
private NumberFormat fmt;
private Locale lcl;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("source", TokenType.COLUMN_NAME);
builder.define("destination", TokenType.COLUMN_NAME);
builder.define("locale", TokenType.TEXT, Optional.TRUE);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.source = ((ColumnName) args.value("source")).value();
this.destination = ((ColumnName) args.value("destination")).value();
if (args.contains("locale")) {
this.locale = ((Text) args.value("locale")).value();
} else {
this.locale = "en_US";
}
this.lcl = LocaleUtils.toLocale(locale);
this.fmt = NumberFormat.getCurrencyInstance(lcl);
((DecimalFormat) this.fmt).setParseBigDecimal(true);
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context)
throws DirectiveExecutionException, ErrorRowException {
for (Row row : rows) {
int idx = row.find(source);
if (idx != -1) {
Object object = row.getValue(idx);
if (object == null || !(object instanceof String)) {
continue;
}
String value = (String) object;
if (value.trim().isEmpty()) {
continue;
}
try {
BigDecimal number = (BigDecimal) fmt.parse(value);
row.addOrSet(destination, number.doubleValue());
} catch (ParseException e) {
throw new ErrorRowException(NAME, e.getMessage(), 1);
}
}
}
return rows;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Parsed column '%s' as locale currency '%s' into column '%s'", source, locale, destination)
.conditional(source, destination)
.build();
}
}