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Ingest field configuration helper cache #2614

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15 changes: 15 additions & 0 deletions warehouse/ingest-core/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -212,6 +212,21 @@
<artifactId>javassist</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter-api</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter-engine</artifactId>
<scope>test</scope>
</dependency>
<dependency>
<groupId>org.junit.jupiter</groupId>
<artifactId>junit-jupiter-params</artifactId>
<scope>test</scope>
</dependency>
</dependencies>
<build>
<plugins>
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,208 @@
package datawave.ingest.data.config;

import static java.lang.Thread.NORM_PRIORITY;
import static java.util.concurrent.TimeUnit.SECONDS;

import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.atomic.AtomicLong;
import java.util.function.Predicate;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import com.google.common.annotations.VisibleForTesting;
import com.google.common.util.concurrent.ThreadFactoryBuilder;

public class CachedFieldConfigHelper implements FieldConfigHelper {
private final static Logger log = LoggerFactory.getLogger(CachedFieldConfigHelper.class);

private final static float DEFAULT_LRU_LF = 0.75f;
private final static int DEFAULT_DEBUG_STATE_SECS = 30;

private final FieldConfigHelper underlyingHelper;
private final LruCache<String,CachedEntry> resultCache;
private final boolean debugLimitsEnabled;
private final int limit;
private final Set<String> debugFieldUnique;
private final ScheduledExecutorService debugStateExecutor;
private final AtomicLong debugFieldComputes;

enum AttributeType {
INDEXED_FIELD, REVERSE_INDEXED_FIELD, TOKENIZED_FIELD, REVERSE_TOKENIZED_FIELD, STORED_FIELD, INDEX_ONLY_FIELD
}

public CachedFieldConfigHelper(FieldConfigHelper helper, int limit) {
this(helper, limit, false);
}

public CachedFieldConfigHelper(FieldConfigHelper helper, int limit, boolean debugLimitEnabled) {
if (limit < 1) {
throw new IllegalArgumentException("Limit must be a positive integer");
}
this.underlyingHelper = helper;
this.resultCache = new LruCache<>(limit);
this.limit = limit;
this.debugLimitsEnabled = debugLimitEnabled;
this.debugFieldUnique = new HashSet<>();
this.debugFieldComputes = new AtomicLong();

if (debugLimitEnabled) {
this.debugStateExecutor = Executors.newSingleThreadScheduledExecutor(
// @formatter:off
new ThreadFactoryBuilder()
.setPriority(NORM_PRIORITY)
.setDaemon(true)
.setNameFormat("CachedFieldConfigHelper.DebugState")
.build()
// formatter:off
);
this.debugStateExecutor.scheduleAtFixedRate(this::debugLogState, DEFAULT_DEBUG_STATE_SECS, DEFAULT_DEBUG_STATE_SECS, SECONDS);
} else {
this.debugStateExecutor = null;
}
}

@Override
public boolean isStoredField(String fieldName) {
return getFieldResult(AttributeType.STORED_FIELD, fieldName, underlyingHelper::isStoredField);
}

@Override
public boolean isIndexedField(String fieldName) {
return getFieldResult(AttributeType.INDEXED_FIELD, fieldName, underlyingHelper::isIndexedField);
}

@Override
public boolean isIndexOnlyField(String fieldName) {
return getFieldResult(AttributeType.INDEX_ONLY_FIELD, fieldName, underlyingHelper::isIndexOnlyField);
}

@Override
public boolean isReverseIndexedField(String fieldName) {
return getFieldResult(AttributeType.REVERSE_INDEXED_FIELD, fieldName, underlyingHelper::isReverseIndexedField);
}

@Override
public boolean isTokenizedField(String fieldName) {
return getFieldResult(AttributeType.TOKENIZED_FIELD, fieldName, underlyingHelper::isTokenizedField);
}

@Override
public boolean isReverseTokenizedField(String fieldName) {
return getFieldResult(AttributeType.REVERSE_TOKENIZED_FIELD, fieldName, underlyingHelper::isReverseTokenizedField);
}

@VisibleForTesting
boolean getFieldResult(AttributeType attributeType, String fieldName, Predicate<String> fn) {
CachedEntry ce = !debugLimitsEnabled ?
resultCache.computeIfAbsent(fieldName, CachedEntry::new) :
resultCache.computeIfAbsent(fieldName, this::debugCachedEntryCreation);
return ce.get(attributeType).getResultOrEvaluate(fn);
}

@VisibleForTesting
boolean hasLimitExceeded() {
return resultCache.hasLimitExceeded();
}

private CachedEntry debugCachedEntryCreation(String fieldName) {
debugFieldComputes.incrementAndGet();
debugFieldUnique.add(fieldName);
return new CachedEntry(fieldName);
}

private void debugLogState() {
if (resultCache.hasLimitExceeded()) {
log.info("Field cache LRU limit exceeded [limit={}, debug={}, size={}, uniq={}]",
limit, debugFieldComputes.get(), debugFieldUnique.size(), debugLimitsEnabled);
}
}

private static class LruCache<K,V> extends LinkedHashMap<K,V> {
private final int maxSize;
private volatile boolean limitExceeded;

LruCache(int maxSize) {
super((int)(maxSize / DEFAULT_LRU_LF) + 1, DEFAULT_LRU_LF, true);
this.maxSize = maxSize;
}

boolean hasLimitExceeded() {
// thread-safe
return limitExceeded;
}

protected boolean removeEldestEntry(Map.Entry<K,V> eldest) {
boolean localLimitExceeded = size() > maxSize;
if (localLimitExceeded) {
limitExceeded = true;
}
return localLimitExceeded;
}
}

private static class CachedEntry {
private final String fieldName;
private final MemoizedResult indexed;
private final MemoizedResult reverseIndexed;
private final MemoizedResult stored;
private final MemoizedResult indexedOnly;
private final MemoizedResult tokenized;
private final MemoizedResult reverseTokenized;

private CachedEntry(String fieldName) {
this.fieldName = fieldName;
this.indexed = new MemoizedResult();
this.reverseIndexed = new MemoizedResult();
this.stored = new MemoizedResult();
this.indexedOnly = new MemoizedResult();
this.tokenized = new MemoizedResult();
this.reverseTokenized = new MemoizedResult();
}

private MemoizedResult get(AttributeType attributeType) {
MemoizedResult result;
switch (attributeType) {
case INDEX_ONLY_FIELD:
result = indexedOnly;
break;
case INDEXED_FIELD:
result = indexed;
break;
case REVERSE_INDEXED_FIELD:
result = reverseIndexed;
break;
case TOKENIZED_FIELD:
result = tokenized;
break;
case REVERSE_TOKENIZED_FIELD:
result = reverseTokenized;
break;
case STORED_FIELD:
result = stored;
break;
default:
throw new IllegalArgumentException("Undefined attribute type: " + attributeType);
}
return result;
}

private class MemoizedResult {
private boolean resultEvaluated;
private boolean result;

private boolean getResultOrEvaluate(Predicate<String> evaluateFn) {
if (!resultEvaluated) {
result = evaluateFn.test(fieldName);
resultEvaluated = true;
}
return result;
}
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,7 @@
import datawave.ingest.config.IngestConfigurationFactory;
import datawave.ingest.data.Type;
import datawave.ingest.data.TypeRegistry;
import datawave.ingest.data.config.CachedFieldConfigHelper;
import datawave.ingest.data.config.DataTypeHelperImpl;
import datawave.ingest.data.config.FieldConfigHelper;
import datawave.ingest.data.config.MarkingsHelper;
Expand Down Expand Up @@ -138,6 +139,9 @@ public abstract class BaseIngestHelper extends AbstractIngestHelper implements C
public static final String FIELD_FAILED_NORMALIZATION_POLICY = ".data.field.normalization.failure.policy";

public static final String FIELD_CONFIG_FILE = ".data.category.field.config.file";
public static final String FIELD_CONFIG_CACHE_ENABLED = ".data.category.field.config.cache.enabled";
public static final String FIELD_CONFIG_CACHE_KEY_LIMIT = ".data.category.field.config.cache.limit";
public static final String FIELD_CONFIG_CACHE_KEY_LIMIT_DEBUG = ".data.category.field.config.cache.limit.debug";

private static final Logger log = ThreadConfigurableLogger.getLogger(BaseIngestHelper.class);

Expand Down Expand Up @@ -255,10 +259,19 @@ public void setup(Configuration config) {
// Load the field helper, which takes precedence over the individual field configurations
final String fieldConfigFile = config.get(this.getType().typeName() + FIELD_CONFIG_FILE);
if (fieldConfigFile != null) {
if (log.isDebugEnabled()) {
log.debug("Field config file " + fieldConfigFile + " specified for: " + this.getType().typeName() + FIELD_CONFIG_FILE);
final boolean fieldConfigCacheEnabled = config.getBoolean(this.getType().typeName() + FIELD_CONFIG_CACHE_ENABLED, false);
final boolean fieldConfigCacheLimitDebug = config.getBoolean(this.getType().typeName() + FIELD_CONFIG_CACHE_KEY_LIMIT_DEBUG, false);
final int fieldConfigCacheLimit = config.getInt(this.getType().typeName() + FIELD_CONFIG_CACHE_KEY_LIMIT, 100);
log.info("Field config file " + fieldConfigFile + " specified for: " + this.getType().typeName() + FIELD_CONFIG_FILE);
log.info("Field config cache enabled: " + fieldConfigCacheEnabled);
if (fieldConfigCacheEnabled) {
log.info("Field config cache limit: " + fieldConfigCacheLimit);
log.info("Field config cache limit debug: " + fieldConfigCacheLimitDebug);
}
fieldConfigHelper = XMLFieldConfigHelper.load(fieldConfigFile, this);
if (fieldConfigCacheEnabled) {
fieldConfigHelper = new CachedFieldConfigHelper(fieldConfigHelper, fieldConfigCacheLimit, fieldConfigCacheLimitDebug);
}
this.fieldConfigHelper = XMLFieldConfigHelper.load(fieldConfigFile, this);
}

// Process the indexed fields
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,117 @@
package datawave.ingest.data.config;

import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertFalse;
import static org.junit.jupiter.api.Assertions.assertThrows;
import static org.junit.jupiter.api.Assertions.assertTrue;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.ArgumentMatchers.eq;
import static org.mockito.Mockito.mock;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;

import java.util.concurrent.atomic.AtomicLong;

import org.junit.jupiter.api.Test;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.EnumSource;
import org.junit.jupiter.params.provider.ValueSource;

public class CachedFieldConfigHelperTest {
@Test
public void testCachingBehaviorWillCallBaseMethods() {
String fieldName = "test";
FieldConfigHelper mockHelper = mock(FieldConfigHelper.class);
FieldConfigHelper cachedHelper = new CachedFieldConfigHelper(mockHelper, 1);

cachedHelper.isIndexOnlyField(fieldName);
verify(mockHelper).isIndexOnlyField(eq(fieldName));

cachedHelper.isIndexedField(fieldName);
verify(mockHelper).isIndexedField(eq(fieldName));

cachedHelper.isTokenizedField(fieldName);
verify(mockHelper).isTokenizedField(eq(fieldName));

cachedHelper.isStoredField(fieldName);
verify(mockHelper).isStoredField(eq(fieldName));

cachedHelper.isReverseIndexedField(fieldName);
verify(mockHelper).isReverseIndexedField(eq(fieldName));

cachedHelper.isReverseTokenizedField(fieldName);
verify(mockHelper).isReverseTokenizedField(eq(fieldName));
}

@ParameterizedTest
@ValueSource(ints = {-1, 0})
public void testConstructorWithNonPositiveLimitWillThrow(int limit) {
assertThrows(IllegalArgumentException.class, () -> new CachedFieldConfigHelper(mock(FieldConfigHelper.class), limit));
}

@SuppressWarnings("ClassEscapesDefinedScope")
@ParameterizedTest
@EnumSource(CachedFieldConfigHelper.AttributeType.class)
public void testAttributeTypesDoNotThrow(CachedFieldConfigHelper.AttributeType attributeType) {
String fieldName = "test";
FieldConfigHelper mockHelper = mock(FieldConfigHelper.class);
CachedFieldConfigHelper cachedHelper = new CachedFieldConfigHelper(mockHelper, 1);
cachedHelper.getFieldResult(attributeType, fieldName, (f) -> true);
}

@Test
public void testCachingLimitsBetweenFieldsAndAttributeTypes() {
AtomicLong storedCounter = new AtomicLong();
AtomicLong indexCounter = new AtomicLong();
FieldConfigHelper innerHelper = mock(FieldConfigHelper.class);
CachedFieldConfigHelper helper = new CachedFieldConfigHelper(innerHelper, 2, true);

when(innerHelper.isStoredField(any())).then((a) -> {
storedCounter.incrementAndGet();
return true;
});

when(innerHelper.isIndexedField(any())).then((a) -> {
indexCounter.incrementAndGet();
return true;
});

// following ensures that:
// 1. fields are computed, where appropriate per attribute-type
// 2. limit allows cache results to return
// 3. limit blocks results to return if exceeded
// 4. limit functions across attribute-types

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field1", innerHelper::isStoredField);
assertEquals(1, storedCounter.get(), "field1 should compute result (new field)");
assertFalse(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field1", innerHelper::isStoredField);
assertEquals(1, storedCounter.get(), "field1 repeated (existing field)");
assertFalse(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field2", innerHelper::isStoredField);
assertEquals(2, storedCounter.get(), "field2 should compute result (new field)");
assertFalse(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field2", innerHelper::isStoredField);
assertEquals(2, storedCounter.get(), "field2 repeated (existing)");
assertFalse(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.INDEXED_FIELD, "field1", innerHelper::isIndexedField);
assertEquals(1, indexCounter.get(), "field1 should compute result (new attribute)");
assertFalse(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field3", innerHelper::isStoredField);
assertEquals(3, storedCounter.get(), "field3 exceeded limit (new field)");
assertTrue(helper.hasLimitExceeded());

helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field3", innerHelper::isStoredField);
assertEquals(3, storedCounter.get(), "field3 exceeded limit (existing field)");

// LRU map should evict field #2
// we access field #1 above which has more accesses over field #2
helper.getFieldResult(CachedFieldConfigHelper.AttributeType.STORED_FIELD, "field2", innerHelper::isStoredField);
assertEquals(4, storedCounter.get(), "field1 exceeded limit (new field/eviction)");
}
}
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