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This project provides java bindings for cudf, to be able to process large amounts of data on a GPU.
This is still a work in progress so some APIs may change until the 1.0 release.
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/*
* Copyright (c) 2021, NVIDIA CORPORATION.
*
* Licensed 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.
*/
package ai.rapids.cudf;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* This class represents a hash table built from the join keys of the right-side table for a
* join operation. This hash table can then be reused across a series of left probe tables
* to compute gather maps for joins more efficiently when the right-side table is not changing.
* It can also be used to query the output row count of a join and then pass that result to the
* operation that generates the join gather maps to avoid redundant computation when the output
* row count must be checked before manifesting the join gather maps.
*/
public class HashJoin implements AutoCloseable {
static {
NativeDepsLoader.loadNativeDeps();
}
private static final Logger log = LoggerFactory.getLogger(HashJoin.class);
private static class HashJoinCleaner extends MemoryCleaner.Cleaner {
private Table buildKeys;
private long nativeHandle;
HashJoinCleaner(Table buildKeys, long nativeHandle) {
this.buildKeys = buildKeys;
this.nativeHandle = nativeHandle;
addRef();
}
@Override
protected synchronized boolean cleanImpl(boolean logErrorIfNotClean) {
long origAddress = nativeHandle;
boolean neededCleanup = nativeHandle != 0;
if (neededCleanup) {
try {
destroy(nativeHandle);
buildKeys.close();
buildKeys = null;
} finally {
nativeHandle = 0;
}
if (logErrorIfNotClean) {
log.error("A HASH TABLE WAS LEAKED (ID: " + id + " " + Long.toHexString(origAddress));
}
}
return neededCleanup;
}
@Override
public boolean isClean() {
return nativeHandle == 0;
}
}
private final HashJoinCleaner cleaner;
private final boolean compareNulls;
private boolean isClosed = false;
/**
* Construct a hash table for a join from a table representing the join key columns from the
* right-side table in the join. The resulting instance must be closed to release the
* GPU resources associated with the instance.
* @param buildKeys table view containing the join keys for the right-side join table
* @param compareNulls true if null key values should match otherwise false
*/
public HashJoin(Table buildKeys, boolean compareNulls) {
this.compareNulls = compareNulls;
Table buildTable = new Table(buildKeys.getColumns());
try {
long handle = create(buildTable.getNativeView(), compareNulls);
this.cleaner = new HashJoinCleaner(buildTable, handle);
MemoryCleaner.register(this, cleaner);
} catch (Throwable t) {
try {
buildTable.close();
} catch (Throwable t2) {
t.addSuppressed(t2);
}
throw t;
}
}
@Override
public synchronized void close() {
cleaner.delRef();
if (isClosed) {
cleaner.logRefCountDebug("double free " + this);
throw new IllegalStateException("Close called too many times " + this);
}
cleaner.clean(false);
isClosed = true;
}
long getNativeView() {
return cleaner.nativeHandle;
}
/** Get the number of join key columns for the table that was used to generate the has table. */
public long getNumberOfColumns() {
return cleaner.buildKeys.getNumberOfColumns();
}
/** Returns true if the hash table was built to match on nulls otherwise false. */
public boolean getCompareNulls() {
return compareNulls;
}
private static native long create(long tableView, boolean nullEqual);
private static native void destroy(long handle);
}