All Downloads are FREE. Search and download functionalities are using the official Maven repository.
Please wait. This can take some minutes ...
Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance.
Project price only 1 $
You can buy this project and download/modify it how often you want.
io.cdap.directives.parser.ParseTimestamp Maven / Gradle / Ivy
/*
* Copyright © 2018-2019 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.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 java.time.Instant;
import java.time.ZoneId;
import java.time.ZoneOffset;
import java.time.ZonedDateTime;
import java.util.EnumSet;
import java.util.List;
import java.util.Set;
import java.util.concurrent.TimeUnit;
/**
* A Executor to parse timestamp as date.
*/
@Plugin(type = Directive.TYPE)
@Name("parse-timestamp")
@Categories(categories = {"parser", "date"})
@Description("Parses column values representing unix timestamp as date.")
public class ParseTimestamp implements Directive, Lineage {
public static final String NAME = "parse-timestamp";
private static final Set SUPPORTED_TIME_UNITS = EnumSet.of(TimeUnit.SECONDS, TimeUnit.MILLISECONDS,
TimeUnit.MICROSECONDS);
private String column;
private TimeUnit timeUnit;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column", TokenType.COLUMN_NAME);
builder.define("timeunit", TokenType.TEXT, Optional.TRUE);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.column = ((ColumnName) args.value("column")).value();
this.timeUnit = TimeUnit.MILLISECONDS;
if (args.contains("timeunit")) {
String unitValue = ((Text) args.value("timeunit")).value();
this.timeUnit = getTimeUnit(unitValue);
}
}
@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;
}
long longValue = getLongValue(object);
ZonedDateTime zonedDateTime = getZonedDateTime(longValue, timeUnit, ZoneId.ofOffset("UTC", ZoneOffset.UTC));
row.setValue(idx, zonedDateTime);
}
}
return rows;
}
private static TimeUnit getTimeUnit(String unitValue) throws DirectiveParseException {
TimeUnit unit;
try {
unit = TimeUnit.valueOf(unitValue.toUpperCase());
} catch (IllegalArgumentException e) {
throw new DirectiveParseException(
NAME, String.format("Time unit '%s' is not a supported time unit. Supported time units are %s",
unitValue, SUPPORTED_TIME_UNITS), e);
}
if (!SUPPORTED_TIME_UNITS.contains(unit)) {
throw new DirectiveParseException(
NAME, String.format("Time unit '%s' is not a supported time unit. Supported time units are %s",
unitValue, SUPPORTED_TIME_UNITS));
}
return unit;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Parsed column '%s' as a timestamp using time unit as '%s'", column, timeUnit)
.relation(column, column)
.build();
}
private long getLongValue(Object object) throws ErrorRowException {
String errorMsg = String.format("Invalid type '%s' of column '%s'. Must be of type 'Long' or 'String'.",
object.getClass().getSimpleName(), column);
try {
if (object instanceof Long) {
return (long) object;
} else if (object instanceof String) {
return Long.parseLong((String) object);
}
} catch (Exception e) {
// Exception while casting the object, do not handle it here, so that ErrorRowException is thrown.
errorMsg = String.format("Invalid value for column '%s'. Must be of type 'Long' or 'String' " +
"representing long.", column);
}
throw new ErrorRowException(NAME, errorMsg, 2);
}
private ZonedDateTime getZonedDateTime(long ts, TimeUnit unit, ZoneId zoneId) {
long mod = unit.convert(1, TimeUnit.SECONDS);
int fraction = (int) (ts % mod);
long tsInSeconds = unit.toSeconds(ts);
// create an Instant with time in seconds and fraction which will be stored as nano seconds.
Instant instant = Instant.ofEpochSecond(tsInSeconds, unit.toNanos(fraction));
return ZonedDateTime.ofInstant(instant, zoneId);
}
}