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Remote reindex: Add support for configurable retry mechanism (opensea…
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…rch-project#12561)

* Remote reindex: Add support for configurable retry mechanism

Signed-off-by: Ankit Kala <[email protected]>
Signed-off-by: Shivansh Arora <[email protected]>
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ankitkala authored and shiv0408 committed Apr 25, 2024
1 parent b21adc3 commit 6fb1037
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1 change: 1 addition & 0 deletions CHANGELOG.md
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Expand Up @@ -16,6 +16,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
- [S3 Repository] Add setting to control connection count for sync client ([#12028](https://github.com/opensearch-project/OpenSearch/pull/12028))
- Views, simplify data access and manipulation by providing a virtual layer over one or more indices ([#11957](https://github.com/opensearch-project/OpenSearch/pull/11957))
- Add Remote Store Migration Experimental flag and allow mixed mode clusters under same ([#11986](https://github.com/opensearch-project/OpenSearch/pull/11986))
- Remote reindex: Add support for configurable retry mechanism ([#12561](https://github.com/opensearch-project/OpenSearch/pull/12561))
- [Admission Control] Integrate IO Usage Tracker to the Resource Usage Collector Service and Emit IO Usage Stats ([#11880](https://github.com/opensearch-project/OpenSearch/pull/11880))

### Dependencies
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Expand Up @@ -132,6 +132,8 @@ public List<Setting<?>> getSettings() {
final List<Setting<?>> settings = new ArrayList<>();
settings.add(TransportReindexAction.REMOTE_CLUSTER_WHITELIST);
settings.add(TransportReindexAction.REMOTE_CLUSTER_ALLOWLIST);
settings.add(TransportReindexAction.REMOTE_REINDEX_RETRY_INITIAL_BACKOFF);
settings.add(TransportReindexAction.REMOTE_REINDEX_RETRY_MAX_COUNT);
settings.addAll(ReindexSslConfig.getSettings());
return settings;
}
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Expand Up @@ -54,6 +54,7 @@
import org.opensearch.client.RestClient;
import org.opensearch.client.RestClientBuilder;
import org.opensearch.cluster.service.ClusterService;
import org.opensearch.common.logging.Loggers;
import org.opensearch.common.lucene.uid.Versions;
import org.opensearch.core.action.ActionListener;
import org.opensearch.core.common.Strings;
Expand Down Expand Up @@ -141,7 +142,8 @@ public void execute(BulkByScrollTask task, ReindexRequest request, ActionListene
ParentTaskAssigningClient assigningClient = new ParentTaskAssigningClient(client, clusterService.localNode(), task);
AsyncIndexBySearchAction searchAction = new AsyncIndexBySearchAction(
task,
logger,
// Added prefix based logger(destination index) to distinguish multiple reindex jobs for easier debugging.
Loggers.getLogger(Reindexer.class, String.valueOf(request.getDestination().index())),
assigningClient,
threadPool,
scriptService,
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Expand Up @@ -42,6 +42,7 @@
import org.opensearch.common.settings.Setting;
import org.opensearch.common.settings.Setting.Property;
import org.opensearch.common.settings.Settings;
import org.opensearch.common.unit.TimeValue;
import org.opensearch.core.action.ActionListener;
import org.opensearch.index.reindex.spi.RemoteReindexExtension;
import org.opensearch.script.ScriptService;
Expand Down Expand Up @@ -71,11 +72,32 @@ public class TransportReindexAction extends HandledTransportAction<ReindexReques
Function.identity(),
Property.NodeScope
);

public static final Setting<TimeValue> REMOTE_REINDEX_RETRY_INITIAL_BACKOFF = Setting.timeSetting(
"reindex.remote.retry.initial_backoff",
TimeValue.timeValueMillis(500),
TimeValue.timeValueMillis(50),
TimeValue.timeValueMillis(5000),
Property.Dynamic,
Property.NodeScope
);

public static final Setting<Integer> REMOTE_REINDEX_RETRY_MAX_COUNT = Setting.intSetting(
"reindex.remote.retry.max_count",
15,
1,
100,
Property.Dynamic,
Property.NodeScope
);

public static Optional<RemoteReindexExtension> remoteExtension = Optional.empty();

private final ReindexValidator reindexValidator;
private final Reindexer reindexer;

private final ClusterService clusterService;

@Inject
public TransportReindexAction(
Settings settings,
Expand All @@ -92,10 +114,16 @@ public TransportReindexAction(
super(ReindexAction.NAME, transportService, actionFilters, ReindexRequest::new);
this.reindexValidator = new ReindexValidator(settings, clusterService, indexNameExpressionResolver, autoCreateIndex);
this.reindexer = new Reindexer(clusterService, client, threadPool, scriptService, sslConfig, remoteExtension);
this.clusterService = clusterService;
}

@Override
protected void doExecute(Task task, ReindexRequest request, ActionListener<BulkByScrollResponse> listener) {
if (request.getRemoteInfo() != null) {
request.setMaxRetries(clusterService.getClusterSettings().get(REMOTE_REINDEX_RETRY_MAX_COUNT));
request.setRetryBackoffInitialTime(clusterService.getClusterSettings().get(REMOTE_REINDEX_RETRY_INITIAL_BACKOFF));
}

reindexValidator.initialValidation(request);
BulkByScrollTask bulkByScrollTask = (BulkByScrollTask) task;
reindexer.initTask(bulkByScrollTask, request, new ActionListener<Void>() {
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Expand Up @@ -61,11 +61,14 @@
import org.opensearch.core.xcontent.XContentParseException;
import org.opensearch.core.xcontent.XContentParser;
import org.opensearch.index.reindex.RejectAwareActionListener;
import org.opensearch.index.reindex.RetryListener;
import org.opensearch.index.reindex.ScrollableHitSource;
import org.opensearch.threadpool.ThreadPool;

import java.io.IOException;
import java.io.InputStream;
import java.net.ConnectException;
import java.util.Arrays;
import java.util.function.BiFunction;
import java.util.function.Consumer;

Expand Down Expand Up @@ -99,21 +102,29 @@ public RemoteScrollableHitSource(

@Override
protected void doStart(RejectAwareActionListener<Response> searchListener) {
lookupRemoteVersion(RejectAwareActionListener.withResponseHandler(searchListener, version -> {
logger.info("Starting remote reindex for {}", Arrays.toString(searchRequest.indices()));
lookupRemoteVersion(RejectAwareActionListener.wrap(version -> {
remoteVersion = version;
execute(
logger.trace("Starting initial search");
executeWithRetries(
RemoteRequestBuilders.initialSearch(searchRequest, query, remoteVersion),
RESPONSE_PARSER,
RejectAwareActionListener.withResponseHandler(searchListener, r -> onStartResponse(searchListener, r))
);
}));
// Skipping searchListener::onRejection(used for retries) for remote source as we've configured retries at request(scroll)
// level.
}, searchListener::onFailure, searchListener::onFailure));
}

void lookupRemoteVersion(RejectAwareActionListener<Version> listener) {
logger.trace("Checking version for remote domain");
// We're skipping retries for the first call to remote cluster so that we fail fast & respond back immediately
// instead of retrying for longer duration.
execute(new Request("GET", ""), MAIN_ACTION_PARSER, listener);
}

private void onStartResponse(RejectAwareActionListener<Response> searchListener, Response response) {
logger.trace("On initial search response");
if (Strings.hasLength(response.getScrollId()) && response.getHits().isEmpty()) {
logger.debug("First response looks like a scan response. Jumping right to the second. scroll=[{}]", response.getScrollId());
doStartNextScroll(response.getScrollId(), timeValueMillis(0), searchListener);
Expand All @@ -124,12 +135,14 @@ private void onStartResponse(RejectAwareActionListener<Response> searchListener,

@Override
protected void doStartNextScroll(String scrollId, TimeValue extraKeepAlive, RejectAwareActionListener<Response> searchListener) {
logger.trace("Starting next scroll call");
TimeValue keepAlive = timeValueNanos(searchRequest.scroll().keepAlive().nanos() + extraKeepAlive.nanos());
execute(RemoteRequestBuilders.scroll(scrollId, keepAlive, remoteVersion), RESPONSE_PARSER, searchListener);
executeWithRetries(RemoteRequestBuilders.scroll(scrollId, keepAlive, remoteVersion), RESPONSE_PARSER, searchListener);
}

@Override
protected void clearScroll(String scrollId, Runnable onCompletion) {
logger.debug("Clearing the scrollID {}", scrollId);
client.performRequestAsync(RemoteRequestBuilders.clearScroll(scrollId, remoteVersion), new ResponseListener() {
@Override
public void onSuccess(org.opensearch.client.Response response) {
Expand Down Expand Up @@ -180,17 +193,31 @@ protected void cleanup(Runnable onCompletion) {
});
}

private void executeWithRetries(
Request request,
BiFunction<XContentParser, MediaType, Response> parser,
RejectAwareActionListener<Response> childListener
) {
execute(request, parser, new RetryListener(logger, threadPool, backoffPolicy, r -> {
logger.debug("Retrying execute request {}", request.getEndpoint());
countSearchRetry.run();
execute(request, parser, r);
}, childListener));
}

private <T> void execute(
Request request,
BiFunction<XContentParser, MediaType, T> parser,
RejectAwareActionListener<? super T> listener
) {
logger.trace("Executing http request to remote cluster {}", request.getEndpoint());
// Preserve the thread context so headers survive after the call
java.util.function.Supplier<ThreadContext.StoredContext> contextSupplier = threadPool.getThreadContext().newRestorableContext(true);
try {
client.performRequestAsync(request, new ResponseListener() {
@Override
public void onSuccess(org.opensearch.client.Response response) {
logger.trace("Successfully got response from the remote");
// Restore the thread context to get the precious headers
try (ThreadContext.StoredContext ctx = contextSupplier.get()) {
assert ctx != null; // eliminates compiler warning
Expand All @@ -205,7 +232,7 @@ public void onSuccess(org.opensearch.client.Response response) {
}
if (mediaType == null) {
try {
logger.debug("Response didn't include Content-Type: " + bodyMessage(response.getEntity()));
logger.error("Response didn't include Content-Type: " + bodyMessage(response.getEntity()));
throw new OpenSearchException(
"Response didn't include supported Content-Type, remote is likely not an OpenSearch instance"
);
Expand Down Expand Up @@ -237,22 +264,28 @@ public void onSuccess(org.opensearch.client.Response response) {
public void onFailure(Exception e) {
try (ThreadContext.StoredContext ctx = contextSupplier.get()) {
assert ctx != null; // eliminates compiler warning
logger.debug("Received response failure {}", e.getMessage());
if (e instanceof ResponseException) {
ResponseException re = (ResponseException) e;
int statusCode = re.getResponse().getStatusLine().getStatusCode();
e = wrapExceptionToPreserveStatus(statusCode, re.getResponse().getEntity(), re);
if (RestStatus.TOO_MANY_REQUESTS.getStatus() == statusCode) {
// retry all 5xx & 429s.
if (RestStatus.TOO_MANY_REQUESTS.getStatus() == statusCode
|| statusCode >= RestStatus.INTERNAL_SERVER_ERROR.getStatus()) {
listener.onRejection(e);
return;
}
} else if (e instanceof ConnectException) {
listener.onRejection(e);
return;
} else if (e instanceof ContentTooLongException) {
e = new IllegalArgumentException(
"Remote responded with a chunk that was too large. Use a smaller batch size.",
e
);
}
listener.onFailure(e);
}
listener.onFailure(e);
}
});
} catch (Exception e) {
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Expand Up @@ -42,9 +42,12 @@
import org.apache.hc.core5.http.ContentType;
import org.apache.hc.core5.http.HttpEntity;
import org.apache.hc.core5.http.HttpHost;
import org.apache.hc.core5.http.ProtocolVersion;
import org.apache.hc.core5.http.io.entity.InputStreamEntity;
import org.apache.hc.core5.http.io.entity.StringEntity;
import org.apache.hc.core5.http.message.BasicClassicHttpResponse;
import org.apache.hc.core5.http.message.RequestLine;
import org.apache.hc.core5.http.message.StatusLine;
import org.apache.hc.core5.http.nio.AsyncPushConsumer;
import org.apache.hc.core5.http.nio.AsyncRequestProducer;
import org.apache.hc.core5.http.nio.AsyncResponseConsumer;
Expand All @@ -57,6 +60,7 @@
import org.opensearch.Version;
import org.opensearch.action.bulk.BackoffPolicy;
import org.opensearch.action.search.SearchRequest;
import org.opensearch.client.ResponseException;
import org.opensearch.client.RestClient;
import org.opensearch.client.http.HttpUriRequestProducer;
import org.opensearch.client.nio.HeapBufferedAsyncResponseConsumer;
Expand All @@ -83,17 +87,21 @@
import java.io.IOException;
import java.io.InputStreamReader;
import java.io.UncheckedIOException;
import java.net.ConnectException;
import java.net.URL;
import java.nio.charset.StandardCharsets;
import java.util.Queue;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Future;
import java.util.concurrent.LinkedBlockingQueue;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.atomic.AtomicReference;
import java.util.function.Consumer;
import java.util.stream.Stream;

import org.mockito.Mockito;

import static org.opensearch.common.unit.TimeValue.timeValueMillis;
import static org.opensearch.common.unit.TimeValue.timeValueMinutes;
import static org.hamcrest.Matchers.empty;
Expand Down Expand Up @@ -515,7 +523,7 @@ public void testInvalidJsonThinksRemoteIsNotES() throws IOException {
Exception e = expectThrows(RuntimeException.class, () -> sourceWithMockedRemoteCall("some_text.txt").start());
assertEquals(
"Error parsing the response, remote is likely not an OpenSearch instance",
e.getCause().getCause().getCause().getMessage()
e.getCause().getCause().getCause().getCause().getMessage()
);
}

Expand All @@ -524,7 +532,7 @@ public void testUnexpectedJsonThinksRemoteIsNotES() throws IOException {
Exception e = expectThrows(RuntimeException.class, () -> sourceWithMockedRemoteCall("main/2_3_3.json").start());
assertEquals(
"Error parsing the response, remote is likely not an OpenSearch instance",
e.getCause().getCause().getCause().getMessage()
e.getCause().getCause().getCause().getCause().getMessage()
);
}

Expand Down Expand Up @@ -702,4 +710,105 @@ private static ClassicHttpRequest getRequest(AsyncRequestProducer requestProduce
assertThat(requestProducer, instanceOf(HttpUriRequestProducer.class));
return ((HttpUriRequestProducer) requestProducer).getRequest();
}

RemoteScrollableHitSource createRemoteSourceWithFailure(
boolean shouldMockRemoteVersion,
Exception failure,
AtomicInteger invocationCount
) {
CloseableHttpAsyncClient httpClient = new CloseableHttpAsyncClient() {

@Override
public void close() throws IOException {}

@Override
public void close(CloseMode closeMode) {}

@Override
public void start() {}

@Override
public void register(String hostname, String uriPattern, Supplier<AsyncPushConsumer> supplier) {}

@Override
public void initiateShutdown() {}

@Override
public IOReactorStatus getStatus() {
return null;
}

@Override
protected <T> Future<T> doExecute(
HttpHost target,
AsyncRequestProducer requestProducer,
AsyncResponseConsumer<T> responseConsumer,
HandlerFactory<AsyncPushConsumer> pushHandlerFactory,
HttpContext context,
FutureCallback<T> callback
) {
invocationCount.getAndIncrement();
callback.failed(failure);
return null;
}

@Override
public void awaitShutdown(org.apache.hc.core5.util.TimeValue waitTime) throws InterruptedException {}
};
return sourceWithMockedClient(shouldMockRemoteVersion, httpClient);
}

void verifyRetries(boolean shouldMockRemoteVersion, Exception failureResponse, boolean expectedToRetry) {
retriesAllowed = 5;
AtomicInteger invocations = new AtomicInteger();
invocations.set(0);
RemoteScrollableHitSource source = createRemoteSourceWithFailure(shouldMockRemoteVersion, failureResponse, invocations);

Throwable e = expectThrows(RuntimeException.class, source::start);
int expectedInvocations = 0;
if (shouldMockRemoteVersion) {
expectedInvocations += 1; // first search
if (expectedToRetry) expectedInvocations += retriesAllowed;
} else {
expectedInvocations = 1; // the first should fail and not trigger any retry.
}

assertEquals(expectedInvocations, invocations.get());

// Unwrap the some artifacts from the test
while (e.getMessage().equals("failed")) {
e = e.getCause();
}
// There is an additional wrapper for ResponseException.
if (failureResponse instanceof ResponseException) {
e = e.getCause();
}

assertSame(failureResponse, e);
}

ResponseException withResponseCode(int statusCode, String errorMsg) throws IOException {
org.opensearch.client.Response mockResponse = Mockito.mock(org.opensearch.client.Response.class);
Mockito.when(mockResponse.getEntity()).thenReturn(new StringEntity(errorMsg, ContentType.TEXT_PLAIN));
Mockito.when(mockResponse.getStatusLine()).thenReturn(new StatusLine(new BasicClassicHttpResponse(statusCode, errorMsg)));
Mockito.when(mockResponse.getRequestLine()).thenReturn(new RequestLine("GET", "/", new ProtocolVersion("https", 1, 1)));
return new ResponseException(mockResponse);
}

public void testRetryOnCallFailure() throws Exception {
// First call succeeds. Search calls failing with 5xxs and 429s should be retried but not 400s.
verifyRetries(true, withResponseCode(500, "Internal Server Error"), true);
verifyRetries(true, withResponseCode(429, "Too many requests"), true);
verifyRetries(true, withResponseCode(400, "Client Error"), false);

// First call succeeds. Search call failed with exceptions other than ResponseException
verifyRetries(true, new ConnectException("blah"), true); // should retry connect exceptions.
verifyRetries(true, new RuntimeException("foobar"), false);

// First call(remote version lookup) failed and no retries expected
verifyRetries(false, withResponseCode(500, "Internal Server Error"), false);
verifyRetries(false, withResponseCode(429, "Too many requests"), false);
verifyRetries(false, withResponseCode(400, "Client Error"), false);
verifyRetries(false, new ConnectException("blah"), false);
}
}
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