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SNOW-1819816 Add an IT for large parquet file #914

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8 changes: 7 additions & 1 deletion src/test/java/net/snowflake/ingest/TestUtils.java
Original file line number Diff line number Diff line change
Expand Up @@ -397,9 +397,15 @@ public static SimpleIngestManager getManagerUsingBuilderPattern(
*/
public static void waitForOffset(SnowflakeStreamingIngestChannel channel, String expectedOffset)
throws InterruptedException {
waitForOffset(channel, expectedOffset, 60);
}

public static void waitForOffset(
SnowflakeStreamingIngestChannel channel, String expectedOffset, int seconds)
throws InterruptedException {
int counter = 0;
String lastCommittedOffset = null;
while (counter < 600) {
while (counter < seconds * 10) {
String currentOffset = channel.getLatestCommittedOffsetToken();
if (expectedOffset.equals(currentOffset)) {
return;
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,217 @@
/*
* Copyright (c) 2024 Snowflake Computing Inc. All rights reserved.
*/

package net.snowflake.ingest.streaming.internal.it;

import static net.snowflake.ingest.utils.Constants.REGISTER_BLOB_ENDPOINT;
import static net.snowflake.ingest.utils.ParameterProvider.ENABLE_ICEBERG_STREAMING;
import static net.snowflake.ingest.utils.ParameterProvider.MAX_CLIENT_LAG;
import static org.assertj.core.api.Assertions.assertThat;

import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.common.collect.ImmutableMap;
import java.sql.Connection;
import java.sql.ResultSet;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.Map;
import java.util.Properties;
import java.util.Random;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import net.snowflake.ingest.IcebergIT;
import net.snowflake.ingest.TestUtils;
import net.snowflake.ingest.connection.RequestBuilder;
import net.snowflake.ingest.streaming.OpenChannelRequest;
import net.snowflake.ingest.streaming.SnowflakeStreamingIngestChannel;
import net.snowflake.ingest.streaming.internal.SnowflakeStreamingIngestClientInternal;
import net.snowflake.ingest.streaming.internal.datatypes.IcebergNumericTypesIT;
import net.snowflake.ingest.utils.Constants;
import net.snowflake.ingest.utils.HttpUtil;
import net.snowflake.ingest.utils.SnowflakeURL;
import net.snowflake.ingest.utils.Utils;
import org.apache.commons.text.RandomStringGenerator;
import org.junit.After;
import org.junit.Before;
import org.junit.Test;
import org.junit.experimental.categories.Category;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import org.mockito.ArgumentCaptor;
import org.mockito.Mockito;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

@Category(IcebergIT.class)
@RunWith(Parameterized.class)
public class IcebergBigFilesIT {
private static final Logger logger = LoggerFactory.getLogger(IcebergNumericTypesIT.class);
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IcebergBigFilesIT

private static final ObjectMapper objectMapper = new ObjectMapper();

@Parameterized.Parameters(name = "icebergSerializationPolicy={0}")
public static Object[] parameters() {
return new Object[] {
Constants.IcebergSerializationPolicy.COMPATIBLE,
Constants.IcebergSerializationPolicy.OPTIMIZED
};
}

@Parameterized.Parameter
public static Constants.IcebergSerializationPolicy icebergSerializationPolicy;

private String database;
private String schema;
private Connection conn;
private SnowflakeStreamingIngestClientInternal<?> client;
private RequestBuilder requestBuilder;
private Random generator;
private RandomStringGenerator randomStringGenerator;

@Before
public void before() throws Exception {
database = String.format("SDK_ICEBERG_BIG_FILES_IT_DB_%d", System.nanoTime());
schema = "PUBLIC";

conn = TestUtils.getConnection(true);

conn.createStatement().execute(String.format("create or replace database %s;", database));
conn.createStatement().execute(String.format("use database %s;", database));
conn.createStatement().execute(String.format("use schema %s;", schema));
conn.createStatement().execute(String.format("use warehouse %s;", TestUtils.getWarehouse()));

SnowflakeURL url = new SnowflakeURL(TestUtils.getAccountURL());
Properties properties = TestUtils.getProperties(Constants.BdecVersion.THREE, false);
properties.setProperty(ENABLE_ICEBERG_STREAMING, "true");
properties.setProperty(MAX_CLIENT_LAG, "30000");
requestBuilder =
Mockito.spy(
new RequestBuilder(
url,
TestUtils.getUser(),
TestUtils.getKeyPair(),
HttpUtil.getHttpClient(url.getAccount()),
true /* enableIcebergStreaming */,
"client1"));
this.client =
new SnowflakeStreamingIngestClientInternal<>(
"client1",
url,
Utils.createProperties(properties),
HttpUtil.getHttpClient(url.getAccount()),
false /* isTestMode */,
requestBuilder,
null /* parameterOverrides */);

long seed = System.currentTimeMillis();
logger.info("Random seed: {}", seed);
generator = new Random(seed);
randomStringGenerator =
new RandomStringGenerator.Builder()
.usingRandom(generator::nextInt)
.withinRange(0, 255)
.build();
}

@After
public void after() throws Exception {
conn.createStatement().execute(String.format("drop database if exists %s;", database));
}

@Test
public void testMultiplePartUpload() throws Exception {
int rows = 1024 * 1024;
int channelCount = 4;
int rowsPerChannel = rows / channelCount;
int batchSize = 1024;

AtomicInteger expectedCount = new AtomicInteger();

String tableName = "test_multiple_part_upload_table";
conn.createStatement()
.execute(
String.format(
"create or replace iceberg table %s(string_col string)"
+ "catalog = 'SNOWFLAKE' "
+ "external_volume = 'exvol_managed' "
+ "base_location = 'SDK_IT/%s/%s'"
+ "storage_serialization_policy = %s;",
tableName, database, tableName, icebergSerializationPolicy.name()));

ExecutorService testThreadPool = Executors.newFixedThreadPool(channelCount);
CompletableFuture[] futures = new CompletableFuture[channelCount];
List<SnowflakeStreamingIngestChannel> channelList =
Collections.synchronizedList(new ArrayList<>());
for (int i = 0; i < channelCount; i++) {
final String channelName = "CHANNEL" + i;
final int first = i * rowsPerChannel;
futures[i] =
CompletableFuture.runAsync(
() -> {
SnowflakeStreamingIngestChannel channel =
client.openChannel(
OpenChannelRequest.builder(channelName)
.setDBName(database)
.setSchemaName(schema)
.setTableName(tableName)
.setOnErrorOption(OpenChannelRequest.OnErrorOption.ABORT)
.build());
channelList.add(channel);
for (int val = first; val < first + rowsPerChannel; val += batchSize) {
List<Map<String, Object>> values = new ArrayList<>(batchSize);
for (int j = 0; j < batchSize; j++) {
String randomString = randomStringGenerator.generate(1, 512);
if (randomString.length() > 256) {
expectedCount.getAndIncrement();
}
values.add(ImmutableMap.of("string_col", randomString));
}
TestUtils.verifyInsertValidationResponse(
channel.insertRows(
values,
Integer.toString(
val == first + rowsPerChannel - batchSize ? rows : val)));
}
},
testThreadPool);
}
CompletableFuture joined = CompletableFuture.allOf(futures);
joined.get();
for (SnowflakeStreamingIngestChannel channel : channelList) {
TestUtils.waitForOffset(channel, Integer.toString(rows), 600);
}
testThreadPool.shutdown();

ArgumentCaptor<String> payloadCaptor = ArgumentCaptor.forClass(String.class);
Mockito.verify(requestBuilder, Mockito.atLeastOnce())
.generateStreamingIngestPostRequest(
payloadCaptor.capture(),
Mockito.eq(REGISTER_BLOB_ENDPOINT),
Mockito.eq("register blob"));

/* Check if any chunk is larger than 128MB */
Pattern pattern = Pattern.compile("\"chunk_length\":(\\d+)");
assertThat(payloadCaptor.getAllValues())
.anyMatch(
payload -> {
Matcher matcher = pattern.matcher(payload);
if (matcher.find()) {
return Integer.parseInt(matcher.group(1)) > 128 * 1024 * 1024;
}
return false;
});

ResultSet rs =
conn.createStatement()
.executeQuery(
String.format("select count(*) from %s where length(string_col) > 256", tableName));
assertThat(rs.next()).isTrue();
assertThat(rs.getLong(1)).isEqualTo(expectedCount.get());
assertThat(rs.next()).isFalse();
}
}
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