io.cdap.directives.aggregates.IncrementTransientVariable 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.aggregates;
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.TransientVariableScope;
import io.cdap.wrangler.api.annotations.Categories;
import io.cdap.wrangler.api.parser.Expression;
import io.cdap.wrangler.api.parser.Identifier;
import io.cdap.wrangler.api.parser.Numeric;
import io.cdap.wrangler.api.parser.TokenType;
import io.cdap.wrangler.api.parser.UsageDefinition;
import io.cdap.wrangler.expression.EL;
import io.cdap.wrangler.expression.ELContext;
import io.cdap.wrangler.expression.ELException;
import io.cdap.wrangler.expression.ELResult;
import java.util.List;
/**
* A directive for incrementing the a transient variable based on conditions.
*/
@Plugin(type = Directive.TYPE)
@Name(IncrementTransientVariable.NAME)
@Categories(categories = { "transient"})
@Description("Wrangler - A interactive tool for data cleansing and transformation.")
public class IncrementTransientVariable implements Directive {
public static final String NAME = "increment-variable";
private String variable;
private long incrementBy;
private String expression;
private final EL el = new EL(new EL.DefaultFunctions());
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("variable", TokenType.IDENTIFIER);
builder.define("value", TokenType.NUMERIC);
builder.define("condition", TokenType.EXPRESSION);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.variable = ((Identifier) args.value("variable")).value();
this.expression = ((Expression) args.value("condition")).value();
this.incrementBy = ((Numeric) args.value("value")).value().longValue();
try {
el.compile(expression);
} catch (ELException e) {
throw new DirectiveParseException(NAME, e.getMessage(), e);
}
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
for (Row row : rows) {
// Move the fields from the row into the context.
ELContext ctx = new ELContext();
ctx.set("this", row);
for (String var : el.variables()) {
ctx.set(var, row.getValue(var));
}
// Transient variables are added.
if (context != null) {
for (String variable : context.getTransientStore().getVariables()) {
ctx.set(variable, context.getTransientStore().get(variable));
}
}
// Execution of the script / expression based on the row data
// mapped into context.
try {
ELResult result = el.execute(ctx);
if (result.getBoolean()) {
context.getTransientStore().increment(TransientVariableScope.GLOBAL, variable, incrementBy);
}
} catch (ELException e) {
throw new DirectiveExecutionException(NAME, e.getMessage(), e);
}
}
return rows;
}
public void destroy() {
// no-op
}
}