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TRAC D.A.P. data library, interfaces and core functionality for working with primary data
/*
* Copyright 2022 Accenture Global Solutions Limited
*
* 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 org.finos.tracdap.common.codec.csv;
import org.apache.arrow.memory.BufferAllocator;
import org.finos.tracdap.common.codec.StreamingEncoder;
import org.finos.tracdap.common.codec.json.JacksonValues;
import org.finos.tracdap.common.exception.EUnexpected;
import org.finos.tracdap.common.data.util.ByteOutputStream;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.types.pojo.Schema;
import com.fasterxml.jackson.core.JsonEncoding;
import com.fasterxml.jackson.dataformat.csv.CsvFactory;
import com.fasterxml.jackson.dataformat.csv.CsvGenerator;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.io.OutputStream;
public class CsvEncoder extends StreamingEncoder implements AutoCloseable {
private final Logger log = LoggerFactory.getLogger(getClass());
private final BufferAllocator allocator;
private VectorSchemaRoot root;
private Schema actualSchema;
private OutputStream out;
private CsvGenerator generator;
public CsvEncoder(BufferAllocator allocator) {
this.allocator = allocator;
}
@Override
public void onStart(VectorSchemaRoot root) {
try {
if (log.isTraceEnabled())
log.trace("CSV ENCODER: onStart()");
consumer().onStart();
this.root = root;
this.actualSchema = root.getSchema();
var factory = new CsvFactory()
// Make sure empty strings are quoted, so they can be distinguished from nulls
.enable(CsvGenerator.Feature.ALWAYS_QUOTE_EMPTY_STRINGS);
var csvSchema = CsvSchemaMapping
.arrowToCsv(actualSchema)
.build()
.withHeader();
out = new ByteOutputStream(allocator, consumer()::onNext);
generator = factory.createGenerator(out, JsonEncoding.UTF8);
generator.setSchema(csvSchema);
// Tell Jackson to start the main array of records
generator.writeStartArray();
}
catch (IOException e) {
// Output stream is writing to memory buffers, IO errors are not expected
log.error("Unexpected error writing to codec buffer: {}", e.getMessage(), e);
close();
throw new EUnexpected(e);
}
}
@Override
public void onBatch() {
try {
if (log.isTraceEnabled())
log.trace("CSV ENCODER: onNext()");
var nRows = root.getRowCount();
var nCols = actualSchema.getFields().size();
for (var row = 0; row < nRows; row++) {
generator.writeStartArray();
for (var col = 0; col < nCols; col++) {
var vector = root.getVector(col);
JacksonValues.getAndGenerate(vector, row, generator);
}
generator.writeEndArray();
}
}
catch (IOException e) {
// Output stream is writing to memory buffers, IO errors are not expected
log.error("Unexpected error writing to codec buffer: {}", e.getMessage(), e);
close();
throw new EUnexpected(e);
}
}
@Override
public void onComplete() {
try {
if (log.isTraceEnabled())
log.trace("CSV ENCODER: onComplete()");
// Tell Jackson to end the main array of records
generator.writeEndArray();
// Flush and close output
generator.close();
generator = null;
out.close();
out = null;
markAsDone();
consumer().onComplete();
}
catch (IOException e) {
// Output stream is writing to memory buffers, IO errors are not expected
log.error("Unexpected error writing to codec buffer: {}", e.getMessage(), e);
close();
throw new EUnexpected(e);
}
}
@Override
public void onError(Throwable error) {
try {
if (log.isTraceEnabled())
log.trace("CSV ENCODER: onError()");
markAsDone();
consumer().onError(error);
}
finally {
close();
}
}
@Override
public void close() {
try {
if (generator != null) {
generator.close();
generator = null;
}
if (out != null) {
out.close();
out = null;
}
// Encoder does not own root, do not try to close it
if (root != null) {
root = null;
}
}
catch (IOException e) {
// Output stream is writing to memory buffers, IO errors are not expected
log.error("Unexpected error closing encoder: {}", e.getMessage(), e);
throw new EUnexpected(e);
}
}
}