NIFI-4883: Updated ValidateRecord to allow an optional Record Writer to be configured for invalid records that differs from the Record Writer used for writing valid records

Signed-off-by: Pierre Villard <pierre.villard.fr@gmail.com>

This closes #2600.
This commit is contained in:
Mark Payne 2018-04-02 11:42:44 -04:00 committed by Pierre Villard
parent bbe79d2260
commit 94d444abb0
2 changed files with 96 additions and 4 deletions

View File

@ -112,6 +112,16 @@ public class ValidateRecord extends AbstractProcessor {
.identifiesControllerService(RecordSetWriterFactory.class)
.required(true)
.build();
static final PropertyDescriptor INVALID_RECORD_WRITER = new PropertyDescriptor.Builder()
.name("invalid-record-writer")
.displayName("Record Writer for Invalid Records")
.description("If specified, this Controller Service will be used to write out any records that are invalid. "
+ "If not specified, the writer specified by the \"Record Writer\" property will be used. This is useful, for example, when the configured "
+ "Record Writer cannot write data that does not adhere to its schema (as is the case with Avro) or when it is desirable to keep invalid records "
+ "in their original format while converting valid records to another format.")
.identifiesControllerService(RecordSetWriterFactory.class)
.required(false)
.build();
static final PropertyDescriptor SCHEMA_ACCESS_STRATEGY = new PropertyDescriptor.Builder()
.name("schema-access-strategy")
.displayName("Schema Access Strategy")
@ -186,6 +196,7 @@ public class ValidateRecord extends AbstractProcessor {
final List<PropertyDescriptor> properties = new ArrayList<>();
properties.add(RECORD_READER);
properties.add(RECORD_WRITER);
properties.add(INVALID_RECORD_WRITER);
properties.add(SCHEMA_ACCESS_STRATEGY);
properties.add(SCHEMA_REGISTRY);
properties.add(SCHEMA_NAME);
@ -237,7 +248,10 @@ public class ValidateRecord extends AbstractProcessor {
return;
}
final RecordSetWriterFactory writerFactory = context.getProperty(RECORD_WRITER).asControllerService(RecordSetWriterFactory.class);
final RecordSetWriterFactory validRecordWriterFactory = context.getProperty(RECORD_WRITER).asControllerService(RecordSetWriterFactory.class);
final RecordSetWriterFactory invalidRecordWriterFactory = context.getProperty(INVALID_RECORD_WRITER).isSet()
? context.getProperty(INVALID_RECORD_WRITER).asControllerService(RecordSetWriterFactory.class)
: validRecordWriterFactory;
final RecordReaderFactory readerFactory = context.getProperty(RECORD_READER).asControllerService(RecordReaderFactory.class);
final boolean allowExtraFields = context.getProperty(ALLOW_EXTRA_FIELDS).asBoolean();
@ -277,7 +291,7 @@ public class ValidateRecord extends AbstractProcessor {
validFlowFile = session.create(flowFile);
}
validWriter = writer = createIfNecessary(validWriter, writerFactory, session, validFlowFile, record.getSchema());
validWriter = writer = createIfNecessary(validWriter, validRecordWriterFactory, session, validFlowFile, record.getSchema());
} else {
invalidCount++;
logValidationErrors(flowFile, recordCount, result);
@ -286,7 +300,7 @@ public class ValidateRecord extends AbstractProcessor {
invalidFlowFile = session.create(flowFile);
}
invalidWriter = writer = createIfNecessary(invalidWriter, writerFactory, session, invalidFlowFile, record.getSchema());
invalidWriter = writer = createIfNecessary(invalidWriter, invalidRecordWriterFactory, session, invalidFlowFile, record.getSchema());
// Add all of the validation errors to our Set<ValidationError> but only keep up to MAX_VALIDATION_ERRORS because if
// we keep too many then we both use up a lot of heap and risk outputting so much information in the Provenance Event
@ -380,7 +394,7 @@ public class ValidateRecord extends AbstractProcessor {
session.adjustCounter("Records Validated", recordCount, false);
session.adjustCounter("Records Found Valid", validCount, false);
session.adjustCounter("Records Found Invalid", invalidCount, false);
} catch (final IOException | MalformedRecordException | SchemaNotFoundException e) {
} catch (final Exception e) {
getLogger().error("Failed to process {}; will route to failure", new Object[] {flowFile, e});
session.transfer(flowFile, REL_FAILURE);
if (validFlowFile != null) {

View File

@ -17,10 +17,18 @@
package org.apache.nifi.processors.standard;
import java.io.IOException;
import java.io.UnsupportedEncodingException;
import java.nio.file.Files;
import java.nio.file.Paths;
import org.apache.nifi.csv.CSVReader;
import org.apache.nifi.csv.CSVRecordSetWriter;
import org.apache.nifi.csv.CSVUtils;
import org.apache.nifi.reporting.InitializationException;
import org.apache.nifi.schema.access.SchemaAccessUtils;
import org.apache.nifi.serialization.record.MockRecordWriter;
import org.apache.nifi.util.MockFlowFile;
import org.apache.nifi.util.TestRunner;
import org.apache.nifi.util.TestRunners;
import org.junit.Before;
@ -59,4 +67,74 @@ public class TestValidateRecord {
runner.getFlowFilesForRelationship(ValidateRecord.REL_VALID).get(0).assertContentEquals(content);
}
@Test
public void testWriteFailureRoutesToFaliure() throws InitializationException {
final CSVReader csvReader = new CSVReader();
runner.addControllerService("reader", csvReader);
runner.setProperty(csvReader, CSVUtils.FIRST_LINE_IS_HEADER, "true");
runner.setProperty(csvReader, CSVUtils.QUOTE_MODE, CSVUtils.QUOTE_MINIMAL.getValue());
runner.setProperty(csvReader, CSVUtils.TRAILING_DELIMITER, "false");
runner.enableControllerService(csvReader);
MockRecordWriter writer = new MockRecordWriter("header", false, 1);
runner.addControllerService("writer", writer);
runner.enableControllerService(writer);
runner.setProperty(ValidateRecord.RECORD_READER, "reader");
runner.setProperty(ValidateRecord.RECORD_WRITER, "writer");
final String content = "fieldA,fieldB,fieldC,fieldD,fieldE,fieldF\nvalueA,valueB,valueC,valueD,valueE,valueF\nvalueA,valueB,valueC,valueD,valueE,valueF\n";
runner.enqueue(content);
runner.run();
runner.assertAllFlowFilesTransferred(ValidateRecord.REL_FAILURE, 1);
}
@Test
public void testAppropriateServiceUsedForInvalidRecords() throws InitializationException, UnsupportedEncodingException, IOException {
final String schema = new String(Files.readAllBytes(Paths.get("src/test/resources/TestUpdateRecord/schema/person-with-name-string.avsc")), "UTF-8");
final CSVReader csvReader = new CSVReader();
runner.addControllerService("reader", csvReader);
runner.setProperty(csvReader, SchemaAccessUtils.SCHEMA_ACCESS_STRATEGY, SchemaAccessUtils.SCHEMA_TEXT_PROPERTY);
runner.setProperty(csvReader, SchemaAccessUtils.SCHEMA_TEXT, schema);
runner.setProperty(csvReader, CSVUtils.FIRST_LINE_IS_HEADER, "false");
runner.setProperty(csvReader, CSVUtils.QUOTE_MODE, CSVUtils.QUOTE_MINIMAL.getValue());
runner.setProperty(csvReader, CSVUtils.TRAILING_DELIMITER, "false");
runner.enableControllerService(csvReader);
final MockRecordWriter validWriter = new MockRecordWriter("valid", false);
runner.addControllerService("writer", validWriter);
runner.enableControllerService(validWriter);
final MockRecordWriter invalidWriter = new MockRecordWriter("invalid", true);
runner.addControllerService("invalid-writer", invalidWriter);
runner.enableControllerService(invalidWriter);
runner.setProperty(ValidateRecord.RECORD_READER, "reader");
runner.setProperty(ValidateRecord.RECORD_WRITER, "writer");
runner.setProperty(ValidateRecord.INVALID_RECORD_WRITER, "invalid-writer");
runner.setProperty(ValidateRecord.ALLOW_EXTRA_FIELDS, "false");
final String content = "1, John Doe\n"
+ "2, Jane Doe\n"
+ "Three, Jack Doe\n";
runner.enqueue(content);
runner.run();
runner.assertTransferCount(ValidateRecord.REL_VALID, 1);
runner.assertTransferCount(ValidateRecord.REL_INVALID, 1);
runner.assertTransferCount(ValidateRecord.REL_FAILURE, 0);
final MockFlowFile validFlowFile = runner.getFlowFilesForRelationship(ValidateRecord.REL_VALID).get(0);
validFlowFile.assertAttributeEquals("record.count", "2");
validFlowFile.assertContentEquals("valid\n"
+ "1,John Doe\n"
+ "2,Jane Doe\n");
final MockFlowFile invalidFlowFile = runner.getFlowFilesForRelationship(ValidateRecord.REL_INVALID).get(0);
invalidFlowFile.assertAttributeEquals("record.count", "1");
invalidFlowFile.assertContentEquals("invalid\n\"Three\",\"Jack Doe\"\n");
}
}