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parquet-hadoop/src/test/java/org/apache/parquet/hadoop/TestInterOpReadFloat16.java
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/* | ||
* Licensed to the Apache Software Foundation (ASF) under one | ||
* or more contributor license agreements. See the NOTICE file | ||
* 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, | ||
* 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. | ||
*/ | ||
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package org.apache.parquet.hadoop; | ||
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import static org.junit.Assert.assertArrayEquals; | ||
import static org.junit.Assert.assertEquals; | ||
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import java.io.IOException; | ||
import okhttp3.OkHttpClient; | ||
import okhttp3.Request; | ||
import okhttp3.Response; | ||
import org.apache.hadoop.conf.Configuration; | ||
import org.apache.hadoop.fs.FSDataOutputStream; | ||
import org.apache.hadoop.fs.FileSystem; | ||
import org.apache.hadoop.fs.Path; | ||
import org.apache.parquet.example.data.Group; | ||
import org.apache.parquet.hadoop.example.GroupReadSupport; | ||
import org.apache.parquet.hadoop.metadata.ColumnChunkMetaData; | ||
import org.apache.parquet.hadoop.util.HadoopInputFile; | ||
import org.apache.parquet.io.api.Binary; | ||
import org.junit.Test; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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public class TestInterOpReadFloat16 { | ||
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// The link includes a reference to a specific commit. To take a newer version - update this link. | ||
private static final String PARQUET_TESTING_REPO = "https://github.com/apache/parquet-testing/raw/da467da/data/"; | ||
private static String PARQUET_TESTING_PATH = "target/parquet-testing/data"; | ||
private static String FLOAT16_NONZEROS_NANS_FILE = "float16_nonzeros_and_nans.parquet"; | ||
private static String FLOAT16_ZEROS_NANS_FILE = "float16_zeros_and_nans.parquet"; | ||
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private static final Logger LOG = LoggerFactory.getLogger(TestInterOpReadFloat16.class); | ||
private OkHttpClient httpClient = new OkHttpClient(); | ||
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@Test | ||
public void testInterOpReadFloat16NonZerosAndNansParquetFiles() throws IOException { | ||
Path rootPath = new Path(PARQUET_TESTING_PATH); | ||
LOG.info("======== testInterOpReadFloat16NonZerosAndNansParquetFiles {} ========", rootPath); | ||
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Path filePath = downloadInterOpFiles(rootPath, FLOAT16_NONZEROS_NANS_FILE, httpClient); | ||
final int expectRows = 8; | ||
Binary[] c0ExpectValues = { | ||
null, | ||
Binary.fromConstantByteArray(new byte[] {0x00, 0x3c}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, (byte) 0xc0}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, 0x7e}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, 0x00}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, (byte) 0xbc}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, (byte) 0x80}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, (byte) 0x40}), | ||
}; | ||
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try (ParquetFileReader reader = | ||
ParquetFileReader.open(HadoopInputFile.fromPath(filePath, new Configuration()))) { | ||
ColumnChunkMetaData column = | ||
reader.getFooter().getBlocks().get(0).getColumns().get(0); | ||
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assertArrayEquals( | ||
new byte[] {0x00, (byte) 0xc0}, column.getStatistics().getMinBytes()); | ||
// 0x40 equals @ in ASCII | ||
assertArrayEquals(new byte[] {0x00, 0x40}, column.getStatistics().getMaxBytes()); | ||
} | ||
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try (ParquetReader<Group> reader = | ||
ParquetReader.builder(new GroupReadSupport(), filePath).build()) { | ||
for (int i = 0; i < expectRows; ++i) { | ||
Group group = reader.read(); | ||
if (group == null) { | ||
// Handle unexpected end of file or error | ||
break; | ||
} | ||
if (group.getFieldRepetitionCount(0) != 0) { | ||
// Check if the field is not null | ||
assertEquals(c0ExpectValues[i], group.getBinary(0, 0)); | ||
} else { | ||
// Check if the field is null | ||
assertEquals(0, i); | ||
} | ||
} | ||
} | ||
} | ||
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@Test | ||
public void testInterOpReadFloat16ZerosAndNansParquetFiles() throws IOException { | ||
Path rootPath = new Path(PARQUET_TESTING_PATH); | ||
LOG.info("======== testInterOpReadFloat16ZerosAndNansParquetFiles {} ========", rootPath); | ||
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Path filePath = downloadInterOpFiles(rootPath, FLOAT16_ZEROS_NANS_FILE, httpClient); | ||
final int expectRows = 3; | ||
Binary[] c0ExpectValues = { | ||
null, | ||
Binary.fromConstantByteArray(new byte[] {0x00, 0x00}), | ||
Binary.fromConstantByteArray(new byte[] {0x00, (byte) 0x7e}) | ||
}; | ||
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try (ParquetFileReader reader = | ||
ParquetFileReader.open(HadoopInputFile.fromPath(filePath, new Configuration()))) { | ||
ColumnChunkMetaData column = | ||
reader.getFooter().getBlocks().get(0).getColumns().get(0); | ||
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assertArrayEquals( | ||
new byte[] {0x00, (byte) 0x80}, column.getStatistics().getMinBytes()); | ||
assertArrayEquals(new byte[] {0x00, 0x00}, column.getStatistics().getMaxBytes()); | ||
} | ||
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try (ParquetReader<Group> reader = | ||
ParquetReader.builder(new GroupReadSupport(), filePath).build()) { | ||
for (int i = 0; i < expectRows; ++i) { | ||
Group group = reader.read(); | ||
if (group == null) { | ||
// Handle unexpected end of file or error | ||
break; | ||
} | ||
if (group.getFieldRepetitionCount(0) != 0) { | ||
// Check if the field is not null | ||
assertEquals(c0ExpectValues[i], group.getBinary(0, 0)); | ||
} else { | ||
// Check if the field is null | ||
assertEquals(0, i); | ||
} | ||
} | ||
} | ||
} | ||
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private Path downloadInterOpFiles(Path rootPath, String fileName, OkHttpClient httpClient) throws IOException { | ||
LOG.info("Download interOp files if needed"); | ||
Configuration conf = new Configuration(); | ||
FileSystem fs = rootPath.getFileSystem(conf); | ||
LOG.info(rootPath + " exists?: " + fs.exists(rootPath)); | ||
if (!fs.exists(rootPath)) { | ||
LOG.info("Create folder for interOp files: " + rootPath); | ||
if (!fs.mkdirs(rootPath)) { | ||
throw new IOException("Cannot create path " + rootPath); | ||
} | ||
} | ||
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Path file = new Path(rootPath, fileName); | ||
if (!fs.exists(file)) { | ||
String downloadUrl = PARQUET_TESTING_REPO + fileName; | ||
LOG.info("Download interOp file: " + downloadUrl); | ||
Request request = new Request.Builder().url(downloadUrl).build(); | ||
Response response = httpClient.newCall(request).execute(); | ||
if (!response.isSuccessful()) { | ||
throw new IOException("Failed to download file: " + response); | ||
} | ||
try (FSDataOutputStream fdos = fs.create(file)) { | ||
fdos.write(response.body().bytes()); | ||
} | ||
} | ||
return file; | ||
} | ||
} |