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Add Java bindings to join gather map APIs [skip ci] #7751

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36 changes: 36 additions & 0 deletions java/src/main/java/ai/rapids/cudf/ColumnView.java
Original file line number Diff line number Diff line change
Expand Up @@ -2511,6 +2511,42 @@ public static ColumnView makeStructView(ColumnView... columns) {
return makeStructView(columns[0].rows, columns);
}

/**
* Create a new column view from a raw device buffer. Note that this will NOT copy
* the contents of the buffer but only creates a view. The view MUST NOT outlive
* the underlying device buffer. The column view will be created without a validity
* vector, so it is not possible to create a view containing null elements. Additionally
* only fixed-width primitive types are supported.
*
* @param buffer device memory that will back the column view
* @param startOffset byte offset into the device buffer where the column data starts
* @param type type of data in the column view
* @param rows number of data elements in the column view
* @return new column view instance that must not outlive the backing device buffer
*/
public static ColumnView fromDeviceBuffer(BaseDeviceMemoryBuffer buffer,
long startOffset,
DType type,
int rows) {
int typeSize = type.getSizeInBytes();
if (typeSize <= 0) {
throw new IllegalArgumentException("Unsupported type: " + type);
}
if (startOffset < 0) {
throw new IllegalArgumentException("Invalid start offset: " + startOffset);
}
if (rows < 0) {
throw new IllegalArgumentException("Invalid row count: " + rows);
}
long dataSize = typeSize * rows;
if (startOffset + dataSize > buffer.length) {
throw new IllegalArgumentException("View extends beyond buffer range");
}
long dataAddress = buffer.getAddress() + startOffset;
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return new ColumnView(makeCudfColumnView(type.typeId.getNativeId(), type.getScale(),
dataAddress, dataSize, 0, 0, 0, rows, null));
}

/**
* Create a column of bool values indicating whether the specified scalar
* is an element of each row of a list column.
Expand Down
74 changes: 74 additions & 0 deletions java/src/main/java/ai/rapids/cudf/GatherMap.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,74 @@
/*
* 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;

/**
* This class tracks the data associated with a gather map, a buffer of INT32 elements that index
* a source table and can be passed to a table gather operation.
*/
public class GatherMap implements AutoCloseable {
private DeviceMemoryBuffer buffer;

/**
* Construct a gather map instance from a device buffer. The buffer length must be a multiple of
* the {@link DType#INT32} size, as each row of the gather map is an INT32.
* @param buffer device buffer backing the gather map data
*/
public GatherMap(DeviceMemoryBuffer buffer) {
if (buffer.getLength() % DType.INT32.getSizeInBytes() != 0) {
throw new IllegalArgumentException("Buffer length not a multiple of 4");
}
this.buffer = buffer;
}

/** Return the number of rows in the gather map */
public long getRowCount() {
return buffer.getLength() / 4;
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}

/**
* Create a column view that can be used to perform a gather operation. Note that the resulting
* column view MUST NOT outlive the underlying device buffer within this instance!
* @param startRow row offset where the resulting gather map will start
* @param numRows number of rows in the resulting gather map
* @return column view of gather map data
*/
public ColumnView toColumnView(long startRow, int numRows) {
return ColumnView.fromDeviceBuffer(buffer, startRow * 4, DType.INT32, numRows);
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}

/**
* Release the underlying device buffer instance. After this is called, closing this instance
* will not close the underlying device buffer. It is the responsibility of the caller to close
* the returned device buffer.
* @return device buffer backing gather map data or null if the buffer has already been released
*/
public DeviceMemoryBuffer releaseBuffer() {
DeviceMemoryBuffer result = buffer;
buffer = null;
return result;
}

/** Close the device buffer backing the gather map data. */
@Override
public void close() {
if (buffer != null) {
buffer.close();
buffer = null;
}
}
}
139 changes: 139 additions & 0 deletions java/src/main/java/ai/rapids/cudf/Table.java
Original file line number Diff line number Diff line change
Expand Up @@ -482,18 +482,33 @@ private static native long[] merge(long[] tableHandles, int[] sortKeyIndexes,
private static native long[] leftJoin(long leftTable, int[] leftJoinCols, long rightTable,
int[] rightJoinCols, boolean compareNullsEqual) throws CudfException;

private static native long[] leftJoinGatherMaps(long leftKeys, long rightKeys,
boolean compareNullsEqual) throws CudfException;

private static native long[] innerJoin(long leftTable, int[] leftJoinCols, long rightTable,
int[] rightJoinCols, boolean compareNullsEqual) throws CudfException;

private static native long[] innerJoinGatherMaps(long leftKeys, long rightKeys,
boolean compareNullsEqual) throws CudfException;

private static native long[] fullJoin(long leftTable, int[] leftJoinCols, long rightTable,
int[] rightJoinCols, boolean compareNullsEqual) throws CudfException;

private static native long[] fullJoinGatherMaps(long leftKeys, long rightKeys,
boolean compareNullsEqual) throws CudfException;

private static native long[] leftSemiJoin(long leftTable, int[] leftJoinCols, long rightTable,
int[] rightJoinCols, boolean compareNullsEqual) throws CudfException;

private static native long[] leftSemiJoinGatherMap(long leftKeys, long rightKeys,
boolean compareNullsEqual) throws CudfException;

private static native long[] leftAntiJoin(long leftTable, int[] leftJoinCols, long rightTable,
int[] rightJoinCols, boolean compareNullsEqual) throws CudfException;

private static native long[] leftAntiJoinGatherMap(long leftKeys, long rightKeys,
boolean compareNullsEqual) throws CudfException;

private static native long[] crossJoin(long leftTable, long rightTable) throws CudfException;

private static native long[] concatenate(long[] cudfTablePointers) throws CudfException;
Expand Down Expand Up @@ -1925,6 +1940,130 @@ public Table gather(ColumnVector gatherMap, boolean checkBounds) {
return new Table(gather(nativeHandle, gatherMap.getNativeView(), checkBounds));
}

private GatherMap[] buildJoinGatherMaps(long[] gatherMapData) {
long bufferSize = gatherMapData[0];
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long leftAddr = gatherMapData[1];
long leftHandle = gatherMapData[2];
long rightAddr = gatherMapData[3];
long rightHandle = gatherMapData[4];
GatherMap[] maps = new GatherMap[2];
maps[0] = new GatherMap(DeviceMemoryBuffer.fromRmm(leftAddr, bufferSize, leftHandle));
maps[1] = new GatherMap(DeviceMemoryBuffer.fromRmm(rightAddr, bufferSize, rightHandle));
return maps;
}

/**
* Computes the gather maps that can be used to manifest the result of a left equi-join between
* two tables. It is assumed this table instance holds the key columns from the left table, and
* the table argument represents the key columns from the right table. Two {@link GatherMap}
* instances will be returned that can be used to gather the left and right tables,
* respectively, to produce the result of the left join.
* It is the responsibility of the caller to close the resulting gather map instances.
* @param rightKeys join key columns from the right table
* @param compareNullsEqual true if null key values should match otherwise false
* @return left and right table gather maps
*/
public GatherMap[] leftJoinGatherMaps(Table rightKeys, boolean compareNullsEqual) {
if (getNumberOfColumns() != rightKeys.getNumberOfColumns()) {
throw new IllegalArgumentException("column count mismatch, this: " + getNumberOfColumns() +
"rightKeys: " + rightKeys.getNumberOfColumns());
}
long[] gatherMapData =
leftJoinGatherMaps(getNativeView(), rightKeys.getNativeView(), compareNullsEqual);
return buildJoinGatherMaps(gatherMapData);
}

/**
* Computes the gather maps that can be used to manifest the result of an inner equi-join between
* two tables. It is assumed this table instance holds the key columns from the left table, and
* the table argument represents the key columns from the right table. Two {@link GatherMap}
* instances will be returned that can be used to gather the left and right tables,
* respectively, to produce the result of the inner join.
* It is the responsibility of the caller to close the resulting gather map instances.
* @param rightKeys join key columns from the right table
* @param compareNullsEqual true if null key values should match otherwise false
* @return left and right table gather maps
*/
public GatherMap[] innerJoinGatherMaps(Table rightKeys, boolean compareNullsEqual) {
if (getNumberOfColumns() != rightKeys.getNumberOfColumns()) {
throw new IllegalArgumentException("column count mismatch, this: " + getNumberOfColumns() +
"rightKeys: " + rightKeys.getNumberOfColumns());
}
long[] gatherMapData =
innerJoinGatherMaps(getNativeView(), rightKeys.getNativeView(), compareNullsEqual);
return buildJoinGatherMaps(gatherMapData);
}

/**
* Computes the gather maps that can be used to manifest the result of an full equi-join between
* two tables. It is assumed this table instance holds the key columns from the left table, and
* the table argument represents the key columns from the right table. Two {@link GatherMap}
* instances will be returned that can be used to gather the left and right tables,
* respectively, to produce the result of the full join.
* It is the responsibility of the caller to close the resulting gather map instances.
* @param rightKeys join key columns from the right table
* @param compareNullsEqual true if null key values should match otherwise false
* @return left and right table gather maps
*/
public GatherMap[] fullJoinGatherMaps(Table rightKeys, boolean compareNullsEqual) {
if (getNumberOfColumns() != rightKeys.getNumberOfColumns()) {
throw new IllegalArgumentException("column count mismatch, this: " + getNumberOfColumns() +
"rightKeys: " + rightKeys.getNumberOfColumns());
}
long[] gatherMapData =
fullJoinGatherMaps(getNativeView(), rightKeys.getNativeView(), compareNullsEqual);
return buildJoinGatherMaps(gatherMapData);
}

private GatherMap buildSemiJoinGatherMap(long[] gatherMapData) {
long bufferSize = gatherMapData[0];
long leftAddr = gatherMapData[1];
long leftHandle = gatherMapData[2];
return new GatherMap(DeviceMemoryBuffer.fromRmm(leftAddr, bufferSize, leftHandle));
}

/**
* Computes the gather map that can be used to manifest the result of a left semi-join between
* two tables. It is assumed this table instance holds the key columns from the left table, and
* the table argument represents the key columns from the right table. The {@link GatherMap}
* instance returned can be used to gather the left table to produce the result of the
* left semi-join.
* It is the responsibility of the caller to close the resulting gather map instance.
* @param rightKeys join key columns from the right table
* @param compareNullsEqual true if null key values should match otherwise false
* @return left table gather map
*/
public GatherMap leftSemiJoinGatherMap(Table rightKeys, boolean compareNullsEqual) {
if (getNumberOfColumns() != rightKeys.getNumberOfColumns()) {
throw new IllegalArgumentException("column count mismatch, this: " + getNumberOfColumns() +
"rightKeys: " + rightKeys.getNumberOfColumns());
}
long[] gatherMapData =
leftSemiJoinGatherMap(getNativeView(), rightKeys.getNativeView(), compareNullsEqual);
return buildSemiJoinGatherMap(gatherMapData);
}

/**
* Computes the gather map that can be used to manifest the result of a left anti-join between
* two tables. It is assumed this table instance holds the key columns from the left table, and
* the table argument represents the key columns from the right table. The {@link GatherMap}
* instance returned can be used to gather the left table to produce the result of the
* left anti-join.
* It is the responsibility of the caller to close the resulting gather map instance.
* @param rightKeys join key columns from the right table
* @param compareNullsEqual true if null key values should match otherwise false
* @return left table gather map
*/
public GatherMap leftAntiJoinGatherMap(Table rightKeys, boolean compareNullsEqual) {
if (getNumberOfColumns() != rightKeys.getNumberOfColumns()) {
throw new IllegalArgumentException("column count mismatch, this: " + getNumberOfColumns() +
"rightKeys: " + rightKeys.getNumberOfColumns());
}
long[] gatherMapData =
leftAntiJoinGatherMap(getNativeView(), rightKeys.getNativeView(), compareNullsEqual);
return buildSemiJoinGatherMap(gatherMapData);
}

/**
* Convert this table of columns into a row major format that is useful for interacting with other
* systems that do row major processing of the data. Currently only fixed-width column types are
Expand Down
18 changes: 17 additions & 1 deletion java/src/main/native/include/jni_utils.hpp
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
/*
* Copyright (c) 2019-2020, NVIDIA CORPORATION.
* Copyright (c) 2019-2021, NVIDIA CORPORATION.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
Expand Down Expand Up @@ -243,6 +243,22 @@ template <typename N_TYPE, typename J_ARRAY_TYPE, typename ACCESSOR> class nativ
return data_ptr;
}

const N_TYPE *const begin() const {
return data();
}

N_TYPE *begin() {
return data();
}

const N_TYPE *const end() const {
return data() + size();
}

N_TYPE *end() {
return data() + size();
}

const J_ARRAY_TYPE get_jArray() const { return orig; }

J_ARRAY_TYPE get_jArray() { return orig; }
Expand Down
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