io.cdap.directives.row.Fail 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.row;
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.Mutation;
import io.cdap.wrangler.api.parser.Expression;
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 erroring the processing if condition is set to true.
*/
@Plugin(type = Directive.TYPE)
@Name(Fail.NAME)
@Categories(categories = { "row", "data-quality"})
@Description("Fails when the condition is evaluated to true.")
public class Fail implements Directive, Lineage {
public static final String NAME = "fail";
private String condition;
private final EL el = new EL(new EL.DefaultFunctions());
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("condition", TokenType.EXPRESSION);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
Expression expression = args.value("condition");
if (expression.value().isEmpty()) {
throw new DirectiveParseException(
NAME, "No condition has been specified. Make sure condition is provided");
}
condition = expression.value();
try {
el.compile(condition);
} catch (ELException e) {
throw new DirectiveParseException(NAME, e.getMessage(), e);
}
}
@Override
public void destroy() {
// no-op
}
@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(context);
ctx.set("this", row);
for (String var : el.variables()) {
ctx.set(var, row.getValue(var));
}
// Execution of the script / expression based on the row data
// mapped into context.
try {
ELResult result = el.execute(ctx);
if (result.getBoolean()) {
throw new DirectiveExecutionException(
NAME, String.format("Condition '%s' evaluated to true. Terminating processing.", condition));
}
} catch (ELException e) {
throw new DirectiveExecutionException(NAME, e.getMessage(), e);
}
}
return rows;
}
@Override
public Mutation lineage() {
Mutation.Builder builder = Mutation.builder()
.readable(String.format("Pipeline set to fail based on condition '%s'", condition));
el.variables().forEach(col -> builder.relation(col, col));
return builder.build();
}
}