Handle Validation Failures
Updated: Feb 21, 2022
/* * Copyright (c) 2006-2022 North Concepts Inc. All rights reserved. * Proprietary and Confidential. Use is subject to license terms. * * https://northconcepts.com/data-pipeline/licensing/ */ package com.northconcepts.datapipeline.examples.cookbook; import java.io.File; import com.northconcepts.datapipeline.core.DataReader; import com.northconcepts.datapipeline.core.DataWriter; import com.northconcepts.datapipeline.core.StreamWriter; import com.northconcepts.datapipeline.filter.FieldFilter; import com.northconcepts.datapipeline.filter.rule.PatternMatch; import com.northconcepts.datapipeline.job.Job; import com.northconcepts.datapipeline.memory.MemoryReader; import com.northconcepts.datapipeline.memory.MemoryWriter; import com.northconcepts.datapipeline.validate.ValidatingReader; import com.northconcepts.datapipeline.xml.XmlReader; public class HandleValidationFailures { public static void main(String[] args) { // save discarded records in memory, but can be any DataWriter MemoryWriter discardWriter = new MemoryWriter(); // add a "failed_validation_rule" field to each record containing the reason it was discarded String discardReasonFieldName = "failed_validation_rule"; DataReader reader = new XmlReader(new File("example/data/input/call-center-agents-2.xml")) .addField("id", "//record/@id") .addField("first_name", "//record/@first_name") .addField("last_name", "//record/@last_name") .addField("hired_on", "//record/@hired_on") .addRecordBreak("//record"); reader = new ValidatingReader(reader, discardWriter, discardReasonFieldName) .add(new FieldFilter("first_name", new PatternMatch("B.*"))); DataWriter writer = new StreamWriter(System.out); // write the validated records to STDOUT Job.run(reader, writer); // write the discarded records to STDOUT System.out.println("\n---- The discarded records ----"); Job.run(new MemoryReader(discardWriter.getRecordList()), new StreamWriter(System.out)); } }