io.cdap.directives.date.DiffDate 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.date;
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.TokenType;
import io.cdap.wrangler.api.parser.UsageDefinition;
import java.time.ZoneId;
import java.time.ZoneOffset;
import java.time.ZonedDateTime;
import java.util.List;
/**
* A directive for taking difference in Dates.
*/
@Plugin(type = Directive.TYPE)
@Name("diff-date")
@Categories(categories = {"date"})
@Description("Calculates the difference in milliseconds between two Date objects." +
"Positive if earlier. Must use 'parse-as-date' or 'parse-as-simple-date' first.")
public class DiffDate implements Directive, Lineage {
public static final String NAME = "diff-date";
private String column1;
private String column2;
private String destCol;
// Timestamp now UTC
private final ZonedDateTime date = ZonedDateTime.now(ZoneId.ofOffset("UTC", ZoneOffset.UTC));
@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);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.column1 = ((ColumnName) args.value("column1")).value();
this.column2 = ((ColumnName) args.value("column2")).value();
this.destCol = ((ColumnName) args.value("destination")).value();
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
for (Row row : rows) {
ZonedDateTime date1 = getDate(row, column1);
ZonedDateTime date2 = getDate(row, column2);
if (date1 != null && date2 != null) {
row.addOrSet(destCol, date1.toInstant().toEpochMilli() - date2.toInstant().toEpochMilli());
} else {
row.addOrSet(destCol, null);
}
}
return rows;
}
private ZonedDateTime getDate(Row row, String colName) throws DirectiveExecutionException {
// If one of the column contains now, then we return
// the current date.
if (colName.equalsIgnoreCase("now")) {
return date;
}
// Else attempt to find the column.
int idx = row.find(colName);
if (idx == -1) {
throw new DirectiveExecutionException(NAME, "Column '" + colName + "' does not exist.");
}
Object o = row.getValue(idx);
if (o == null || !(o instanceof ZonedDateTime)) {
return null;
}
return (ZonedDateTime) o;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Calculated difference between dates in column '%s' and '%s' and store in '%s'"
, column1, column2, destCol)
.relation(Many.columns(column1, column2), destCol)
.relation(column1, column1)
.relation(column2, column2)
.build();
}
}