io.cdap.directives.parser.ParseSimpleDate 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.parser;
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.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 java.text.ParseException;
import java.text.SimpleDateFormat;
import java.time.ZoneId;
import java.time.ZoneOffset;
import java.time.ZonedDateTime;
import java.util.Date;
import java.util.List;
import java.util.TimeZone;
/**
* A Executor to parse date into {@link ZonedDateTime} object.
*/
@Plugin(type = Directive.TYPE)
@Name("parse-as-simple-date")
@Categories(categories = { "parser", "date"})
@Description("Parses a column as date using format.")
public class ParseSimpleDate implements Directive, Lineage {
public static final String NAME = "parse-as-simple-date";
private String column;
private SimpleDateFormat formatter;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column", TokenType.COLUMN_NAME);
builder.define("format", TokenType.TEXT);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.column = ((ColumnName) args.value("column")).value();
String format = ((Text) args.value("format")).value();
this.formatter = new SimpleDateFormat(format);
formatter.setTimeZone(TimeZone.getTimeZone("UTC"));
}
@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(column);
if (idx != -1) {
Object object = row.getValue(idx);
// If the data in the cell is null or is already of date format, then
// continue to next row.
if (object == null || object instanceof ZonedDateTime) {
continue;
}
if (object instanceof String) {
try {
// This implementation first creates Date object and then converts it into ZonedDateTime. This is because
// ZonedDateTime requires presence of Zone and Time components in the pattern and object to be parsed.
// For example if the pattern is yyyy-mm-dd, ZonedDateTime object can not be created and the call to
// ZonedDateTime.parse("2018-12-21", formatter) will throw DateTimeParseException
Date date = formatter.parse(object.toString());
ZonedDateTime zonedDateTime = ZonedDateTime.from(date.toInstant()
.atZone(ZoneId.ofOffset("UTC", ZoneOffset.UTC)));
row.setValue(idx, zonedDateTime);
} catch (ParseException e) {
throw new ErrorRowException(
NAME, String.format("Failed to parse '%s' with pattern '%s'", object, formatter.toPattern()), 1);
}
} else {
throw new ErrorRowException(
NAME, String.format("Column '%s' is of invalid type '%s'. It should be of type 'String'.",
column, object.getClass().getSimpleName()), 2);
}
}
}
return rows;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Parsed column '%s' as date using user specified format '%s'", column, formatter.toPattern())
.relation(column, column)
.build();
}
}