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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;
/**
* 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() {
ensureOpen();
return buffer.getLength() / 4;
}
/**
* 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) {
ensureOpen();
return ColumnView.fromDeviceBuffer(buffer, startRow * 4, DType.INT32, numRows);
}
/**
* 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;
}
}
private void ensureOpen() {
if (buffer == null) {
throw new IllegalStateException("instance is closed");
}
if (buffer.closed) {
throw new IllegalStateException("buffer is closed");
}
}
}
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