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* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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,
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package org.apache.datafusion;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertTrue;
import java.nio.file.Files;
import java.nio.file.Path;
import org.apache.arrow.memory.BufferAllocator;
import org.apache.arrow.memory.RootAllocator;
import org.apache.arrow.vector.BigIntVector;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.ipc.ArrowReader;
import org.junit.jupiter.api.Assumptions;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.io.TempDir;
class DataFrameWriteParquetTest {
private static final Path LINEITEM = Path.of("tpch-data/sf1/lineitem.parquet");
private static final long LINEITEM_ROWS = 6_001_215L;
private static void assumeLineitem() {
Assumptions.assumeTrue(
Files.exists(LINEITEM), "TPC-H SF1 data not found; run `make tpch-data` first");
}
private static long countRowsAt(Path path) throws Exception {
try (BufferAllocator allocator = new RootAllocator();
SessionContext ctx = new SessionContext()) {
ctx.registerParquet("t", path.toAbsolutePath().toString());
try (DataFrame df = ctx.sql("SELECT COUNT(*) FROM t");
ArrowReader reader = df.collect(allocator)) {
assertTrue(reader.loadNextBatch());
VectorSchemaRoot root = reader.getVectorSchemaRoot();
assertEquals(1, root.getRowCount());
return ((BigIntVector) root.getVector(0)).get(0);
}
}
}
@Test
void writeParquetRoundTripsRowCount(@TempDir Path tempDir) throws Exception {
assumeLineitem();
Path out = tempDir.resolve("out");
try (SessionContext ctx = new SessionContext();
DataFrame df = ctx.readParquet(LINEITEM.toAbsolutePath().toString())) {
df.writeParquet(out.toString());
}
assertEquals(LINEITEM_ROWS, countRowsAt(out));
}
@Test
void writeParquetSingleFileProducesOneFile(@TempDir Path tempDir) throws Exception {
assumeLineitem();
Path out = tempDir.resolve("out.parquet");
try (SessionContext ctx = new SessionContext();
DataFrame df = ctx.readParquet(LINEITEM.toAbsolutePath().toString())) {
df.writeParquet(out.toString(), new ParquetWriteOptions().singleFileOutput(true));
}
assertTrue(Files.isRegularFile(out), "expected single file at " + out);
assertEquals(LINEITEM_ROWS, countRowsAt(out));
}
@Test
void writeParquetWithCompressionRoundTrips(@TempDir Path tempDir) throws Exception {
assumeLineitem();
Path out = tempDir.resolve("zstd-out");
try (SessionContext ctx = new SessionContext();
DataFrame df = ctx.readParquet(LINEITEM.toAbsolutePath().toString())) {
df.writeParquet(out.toString(), new ParquetWriteOptions().compression("zstd(3)"));
}
assertEquals(LINEITEM_ROWS, countRowsAt(out));
}
@Test
void writeParquetRetainsDataFrame(@TempDir Path tempDir) throws Exception {
assumeLineitem();
Path out = tempDir.resolve("retained");
try (SessionContext ctx = new SessionContext();
DataFrame df = ctx.readParquet(LINEITEM.toAbsolutePath().toString())) {
df.writeParquet(out.toString());
assertEquals(LINEITEM_ROWS, df.count());
}
}
}