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/*
* 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 tech.tablesaw.index;
import com.google.common.base.Preconditions;
import it.unimi.dsi.fastutil.bytes.Byte2ObjectAVLTreeMap;
import it.unimi.dsi.fastutil.bytes.Byte2ObjectOpenHashMap;
import it.unimi.dsi.fastutil.bytes.Byte2ObjectSortedMap;
import it.unimi.dsi.fastutil.ints.IntArrayList;
import tech.tablesaw.api.BooleanColumn;
import tech.tablesaw.api.ColumnType;
import tech.tablesaw.selection.BitmapBackedSelection;
import tech.tablesaw.selection.Selection;
/** An index for byte columns (BooleanColumn) */
public class ByteIndex implements Index {
private final Byte2ObjectAVLTreeMap index;
/** Constructs an index for the given column */
public ByteIndex(BooleanColumn column) {
Preconditions.checkArgument(
column.type().equals(ColumnType.BOOLEAN), "Byte indexing only allowed on BOOLEAN columns");
int sizeEstimate = Integer.min(1_000_000, column.size() / 100);
Byte2ObjectOpenHashMap tempMap = new Byte2ObjectOpenHashMap<>(sizeEstimate);
for (int i = 0; i < column.size(); i++) {
byte value = column.getByte(i);
IntArrayList recordIds = tempMap.get(value);
if (recordIds == null) {
recordIds = new IntArrayList();
recordIds.add(i);
tempMap.trim();
tempMap.put(value, recordIds);
} else {
recordIds.add(i);
}
}
index = new Byte2ObjectAVLTreeMap<>(tempMap);
}
private static void addAllToSelection(IntArrayList tableKeys, Selection selection) {
for (int i : tableKeys) {
selection.add(i);
}
}
/**
* Returns a bitmap containing row numbers of all cells matching the given int
*
* @param value This is a 'key' from the index perspective, meaning it is a value from the
* standpoint of the column
*/
public Selection get(byte value) {
Selection selection = new BitmapBackedSelection();
IntArrayList list = index.get(value);
if (list != null) {
addAllToSelection(list, selection);
}
return selection;
}
/** Returns a {@link Selection} of all values at least as large as the given value */
public Selection atLeast(byte value) {
Selection selection = new BitmapBackedSelection();
Byte2ObjectSortedMap tail = index.tailMap(value);
for (IntArrayList keys : tail.values()) {
addAllToSelection(keys, selection);
}
return selection;
}
/** Returns a {@link Selection} of all values greater than the given value */
public Selection greaterThan(byte value) {
Selection selection = new BitmapBackedSelection();
Byte2ObjectSortedMap tail = index.tailMap((byte) (value + 1));
for (IntArrayList keys : tail.values()) {
addAllToSelection(keys, selection);
}
return selection;
}
/** Returns a {@link Selection} of all values at most as large as the given value */
public Selection atMost(byte value) {
Selection selection = new BitmapBackedSelection();
Byte2ObjectSortedMap head =
index.headMap((byte) (value + 1)); // we add 1 to get values equal to the arg
for (IntArrayList keys : head.values()) {
addAllToSelection(keys, selection);
}
return selection;
}
/** Returns a {@link Selection} of all values less than the given value */
public Selection lessThan(byte value) {
Selection selection = new BitmapBackedSelection();
Byte2ObjectSortedMap head =
index.headMap(value); // we add 1 to get values equal to the arg
for (IntArrayList keys : head.values()) {
addAllToSelection(keys, selection);
}
return selection;
}
}