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io.cdap.directives.transformation.SplitEmail 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.transformation;
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.Pair;
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.util.List;
/**
* A directive to split email address into account and domain.
*/
@Plugin(type = Directive.TYPE)
@Name(SplitEmail.NAME)
@Categories(categories = { "transform", "email"})
@Description("Split a email into account and domain.")
public class SplitEmail implements Directive, Lineage {
public static final String NAME = "split-email";
private String column;
private String generatedAccountCol;
private String generatedDomainCol;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column", TokenType.COLUMN_NAME);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.column = ((ColumnName) args.value("column")).value();
this.generatedAccountCol = column + "_account";
this.generatedDomainCol = column + "_domain";
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
for (Row row : rows) {
int idx = row.find(column);
if (idx != -1) {
Object object = row.getValue(idx);
if (object == null) {
row.add(generatedAccountCol, null);
row.add(generatedDomainCol, null);
continue;
}
if (object instanceof String) {
String emailAddress = (String) object;
int nameIdx = emailAddress.lastIndexOf("<"); // Joltie, Root
if (nameIdx == -1) {
Pair components = extractDomainAndAccount(emailAddress);
row.add(generatedAccountCol, components.getFirst());
row.add(generatedDomainCol, components.getSecond());
} else {
String name = emailAddress.substring(0, nameIdx);
int endIdx = emailAddress.lastIndexOf(">");
if (endIdx == -1) {
row.add(generatedAccountCol, null);
row.add(generatedDomainCol, null);
} else {
emailAddress = emailAddress.substring(nameIdx + 1, endIdx);
Pair components = extractDomainAndAccount(emailAddress);
row.add(generatedAccountCol, components.getFirst());
row.add(generatedDomainCol, components.getSecond());
}
}
} else {
throw new DirectiveExecutionException(
NAME, String.format("Column '%s' has invalid type '%s'. " +
"It should be of type 'String'.", column, object.getClass().getSimpleName()));
}
} else {
throw new DirectiveExecutionException(NAME, String.format("Column '%s' does not exist.", column));
}
}
return rows;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Split column '%s' into columns '%s' and '%s'",
column, generatedAccountCol, generatedDomainCol)
.relation(column, Many.of(column, generatedAccountCol, generatedDomainCol))
.build();
}
private Pair extractDomainAndAccount(String emailId) {
int lastidx = emailId.lastIndexOf("@");
if (lastidx == -1) {
return new Pair<>(null, null);
} else {
return new Pair<>(emailId.substring(0, lastidx), emailId.substring(lastidx + 1));
}
}
}