co.cask.wrangler.steps.parser.ParseSimpleDate Maven / Gradle / Ivy
/*
* Copyright © 2017 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 co.cask.wrangler.steps.parser;
import co.cask.wrangler.api.AbstractStep;
import co.cask.wrangler.api.PipelineContext;
import co.cask.wrangler.api.Record;
import co.cask.wrangler.api.StepException;
import co.cask.wrangler.api.Usage;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.List;
/**
* A Step to parse date into Date object.
*/
@Usage(
directive = "parse-as-simple-date",
usage = "parse-as-simple-date ",
description = "Parses a column as date using format."
)
public class ParseSimpleDate extends AbstractStep {
private final String column;
private final SimpleDateFormat format;
public ParseSimpleDate(int lineno, String directive, String column, String format) {
super(lineno, directive);
this.column = column;
this.format = new SimpleDateFormat(format);
}
/**
* Executes a wrangle step on single {@link Record} and return an array of wrangled {@link Record}.
*
* @param records Input {@link Record} to be wrangled by this step.
* @param context {@link PipelineContext} passed to each step.
* @return Wrangled {@link Record}.
*/
@Override
public List execute(List records, PipelineContext context) throws StepException {
for (Record record : records) {
int idx = record.find(column);
if (idx != -1) {
Object object = record.getValue(idx);
// If the data in the cell is null or is already of date format, then
// continue to next record.
if (object == null || object instanceof Date) {
continue;
}
if (object instanceof String) {
try {
Date date = format.parse((String) object);
record.setValue(idx, date);
} catch (ParseException e) {
throw new StepException(String.format("Failed to parse '%s' with pattern '%s'",
object, format.toPattern()));
}
} else {
throw new StepException(
String.format("%s : Invalid type '%s' of column '%s'. Should be of type String.", toString(),
object != null ? object.getClass().getName() : "null", column)
);
}
} else {
throw new StepException(toString() + " : Column '" + column + "' does not exist in the record.");
}
}
return records;
}
}
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