diff options
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/database/datastore/memory')
16 files changed, 57 insertions, 297 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDBIDStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDBIDStore.java index 78cb51d2..2134c75a 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDBIDStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDBIDStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleDistanceStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleDistanceStore.java deleted file mode 100644 index abb81d95..00000000 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleDistanceStore.java +++ /dev/null @@ -1,133 +0,0 @@ -package de.lmu.ifi.dbs.elki.database.datastore.memory; - -/* - This file is part of ELKI: - Environment for Developing KDD-Applications Supported by Index-Structures - - Copyright (C) 2013 - Ludwig-Maximilians-Universität München - Lehr- und Forschungseinheit für Datenbanksysteme - ELKI Development Team - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU Affero General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU Affero General Public License for more details. - - You should have received a copy of the GNU Affero General Public License - along with this program. If not, see <http://www.gnu.org/licenses/>. - */ - -import java.util.Arrays; - -import de.lmu.ifi.dbs.elki.database.datastore.DataStoreIDMap; -import de.lmu.ifi.dbs.elki.database.datastore.WritableDoubleDistanceDataStore; -import de.lmu.ifi.dbs.elki.database.ids.DBIDRef; -import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance; - -/** - * A class to answer representation queries using the stored Array. - * - * @author Erich Schubert - * - * @apiviz.composedOf de.lmu.ifi.dbs.elki.database.datastore.DataStoreIDMap - */ -public class ArrayDoubleDistanceStore implements WritableDoubleDistanceDataStore { - /** - * Data array - */ - private double[] data; - - /** - * DBID to index map - */ - private DataStoreIDMap idmap; - - /** - * Constructor. - * - * @param size Size - * @param idmap ID map - */ - public ArrayDoubleDistanceStore(int size, DataStoreIDMap idmap) { - this(size, idmap, Double.NaN); - } - - /** - * Constructor. - * - * @param size Size - * @param idmap ID map - * @param def Default value - */ - public ArrayDoubleDistanceStore(int size, DataStoreIDMap idmap, double def) { - super(); - this.data = new double[size]; - if (def != 0) { - Arrays.fill(this.data, def); - } - this.idmap = idmap; - } - - @Override - @Deprecated - public DoubleDistance get(DBIDRef id) { - return new DoubleDistance(data[idmap.mapDBIDToOffset(id)]); - } - - @Override - @Deprecated - public DoubleDistance put(DBIDRef id, DoubleDistance value) { - final int off = idmap.mapDBIDToOffset(id); - double ret = data[off]; - data[off] = value.doubleValue(); - return new DoubleDistance(ret); - } - - @Override - public double doubleValue(DBIDRef id) { - return data[idmap.mapDBIDToOffset(id)]; - } - - @Override - public double putDouble(DBIDRef id, double value) { - final int off = idmap.mapDBIDToOffset(id); - final double ret = data[off]; - data[off] = value; - return ret; - } - - @Override - public double put(DBIDRef id, double value) { - final int off = idmap.mapDBIDToOffset(id); - final double ret = data[off]; - data[off] = value; - return ret; - } - - @Override - public void destroy() { - data = null; - idmap = null; - } - - @Override - public void delete(DBIDRef id) { - throw new UnsupportedOperationException("Can't delete from a static array storage."); - } - - @Override - public String getLongName() { - return "raw"; - } - - @Override - public String getShortName() { - return "raw"; - } -} diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleStore.java index c41991eb..8b2ec127 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayDoubleStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team @@ -41,6 +41,11 @@ public class ArrayDoubleStore implements WritableDoubleDataStore { * Data array */ private double[] data; + + /** + * Default value. + */ + private double def; /** * DBID to index map @@ -67,9 +72,10 @@ public class ArrayDoubleStore implements WritableDoubleDataStore { public ArrayDoubleStore(int size, DataStoreIDMap idmap, double def) { super(); this.data = new double[size]; - if (def != 0) { + if(def != 0) { Arrays.fill(this.data, def); } + this.def = def; this.idmap = idmap; } @@ -110,6 +116,16 @@ public class ArrayDoubleStore implements WritableDoubleDataStore { } @Override + public void increment(DBIDRef id, double value) { + data[idmap.mapDBIDToOffset(id)] += value; + } + + @Override + public void clear() { + Arrays.fill(data, def); + } + + @Override public void destroy() { data = null; idmap = null; diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayIntegerStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayIntegerStore.java index b8a76646..29541065 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayIntegerStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayIntegerStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayRecordStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayRecordStore.java index e9c78cb7..2fac747f 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayRecordStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayRecordStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayStore.java index 695ddc48..b0e5add8 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/ArrayStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDBIDStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDBIDStore.java index 9b8a4be8..ed60cf0a 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDBIDStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDBIDStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team @@ -50,7 +50,7 @@ public class MapIntegerDBIDDBIDStore implements WritableDBIDDataStore { */ public MapIntegerDBIDDBIDStore(int size) { super(); - map = new TIntIntHashMap(size, 0.5f, Integer.MIN_VALUE, DBIDUtil.invalid().internalGetIndex()); + map = new TIntIntHashMap(size, 0.5f, Integer.MIN_VALUE, DBIDUtil.asInteger(DBIDUtil.invalid())); } @Override @@ -72,7 +72,7 @@ public class MapIntegerDBIDDBIDStore implements WritableDBIDDataStore { @Override @Deprecated public DBID put(DBIDRef id, DBID value) { - return DBIDUtil.importInteger(map.put(id.internalGetIndex(), value.internalGetIndex())); + return DBIDUtil.importInteger(map.put(DBIDUtil.asInteger(id), DBIDUtil.asInteger(value))); } @Override @@ -88,17 +88,17 @@ public class MapIntegerDBIDDBIDStore implements WritableDBIDDataStore { @Override public void put(DBIDRef id, DBIDRef value) { - map.put(id.internalGetIndex(), value.internalGetIndex()); + map.put(DBIDUtil.asInteger(id), DBIDUtil.asInteger(value)); } @Override public void putDBID(DBIDRef id, DBIDRef value) { - map.put(id.internalGetIndex(), value.internalGetIndex()); + map.put(DBIDUtil.asInteger(id), DBIDUtil.asInteger(value)); } @Override public void assignVar(DBIDRef id, DBIDVar var) { - final int val = map.get(id.internalGetIndex()); + final int val = map.get(DBIDUtil.asInteger(id)); DBIDFactory.FACTORY.assignVar(var, val); } } diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleDistanceStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleDistanceStore.java deleted file mode 100644 index be12b54c..00000000 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleDistanceStore.java +++ /dev/null @@ -1,111 +0,0 @@ -package de.lmu.ifi.dbs.elki.database.datastore.memory; - -/* - This file is part of ELKI: - Environment for Developing KDD-Applications Supported by Index-Structures - - Copyright (C) 2013 - Ludwig-Maximilians-Universität München - Lehr- und Forschungseinheit für Datenbanksysteme - ELKI Development Team - - This program is free software: you can redistribute it and/or modify - it under the terms of the GNU Affero General Public License as published by - the Free Software Foundation, either version 3 of the License, or - (at your option) any later version. - - This program is distributed in the hope that it will be useful, - but WITHOUT ANY WARRANTY; without even the implied warranty of - MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - GNU Affero General Public License for more details. - - You should have received a copy of the GNU Affero General Public License - along with this program. If not, see <http://www.gnu.org/licenses/>. - */ - -import gnu.trove.map.TIntDoubleMap; -import gnu.trove.map.hash.TIntDoubleHashMap; -import de.lmu.ifi.dbs.elki.database.datastore.WritableDoubleDistanceDataStore; -import de.lmu.ifi.dbs.elki.database.ids.DBIDRef; -import de.lmu.ifi.dbs.elki.database.ids.DBIDUtil; -import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance; - -/** - * Writable data store for double values. - * - * @author Erich Schubert - */ -public class MapIntegerDBIDDoubleDistanceStore implements WritableDoubleDistanceDataStore { - /** - * Data storage. - */ - private TIntDoubleMap map; - - /** - * Constructor. - * - * @param size Expected size - */ - public MapIntegerDBIDDoubleDistanceStore(int size) { - this(size, Double.NaN); - } - - /** - * Constructor. - * - * @param size Expected size - * @param def Default value - */ - public MapIntegerDBIDDoubleDistanceStore(int size, double def) { - super(); - map = new TIntDoubleHashMap(size, 0.5f, Integer.MIN_VALUE, def); - } - - @Override - @Deprecated - public DoubleDistance get(DBIDRef id) { - return new DoubleDistance(map.get(DBIDUtil.asInteger(id))); - } - - @Override - public double doubleValue(DBIDRef id) { - return map.get(DBIDUtil.asInteger(id)); - } - - @Override - public String getLongName() { - return "raw"; - } - - @Override - public String getShortName() { - return "raw"; - } - - @Override - @Deprecated - public DoubleDistance put(DBIDRef id, DoubleDistance value) { - return new DoubleDistance(map.put(DBIDUtil.asInteger(id), value.doubleValue())); - } - - @Override - public void destroy() { - map.clear(); - map = null; - } - - @Override - public void delete(DBIDRef id) { - map.remove(DBIDUtil.asInteger(id)); - } - - @Override - public double putDouble(DBIDRef id, double value) { - return map.put(DBIDUtil.asInteger(id), value); - } - - @Override - public double put(DBIDRef id, double value) { - return map.put(DBIDUtil.asInteger(id), value); - } -} diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleStore.java index 8d73b672..8779eb46 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDDoubleStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team @@ -88,12 +88,6 @@ public class MapIntegerDBIDDoubleStore implements WritableDoubleDataStore { } @Override - public void destroy() { - map.clear(); - map = null; - } - - @Override public void delete(DBIDRef id) { map.remove(DBIDUtil.asInteger(id)); } @@ -107,4 +101,20 @@ public class MapIntegerDBIDDoubleStore implements WritableDoubleDataStore { public double put(DBIDRef id, double value) { return map.put(DBIDUtil.asInteger(id), value); } + + @Override + public void increment(DBIDRef id, double value) { + map.adjustOrPutValue(DBIDUtil.asInteger(id), value, map.getNoEntryValue() + value); + } + + @Override + public void clear() { + map.clear(); + } + + @Override + public void destroy() { + map.clear(); + map = null; + } } diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDIntegerStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDIntegerStore.java index 935f23f4..2f2a42a2 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDIntegerStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDIntegerStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDRecordStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDRecordStore.java index 9efe2221..7963b78c 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDRecordStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDRecordStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDStore.java index ede82f15..55402703 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapIntegerDBIDStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapRecordStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapRecordStore.java index 045d5bf4..6b5b1a50 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapRecordStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapRecordStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapStore.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapStore.java index c40e0a72..3432e124 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapStore.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MapStore.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MemoryDataStoreFactory.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MemoryDataStoreFactory.java index 2a6cd1cb..2ad2dd05 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MemoryDataStoreFactory.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/MemoryDataStoreFactory.java @@ -4,7 +4,7 @@ package de.lmu.ifi.dbs.elki.database.datastore.memory; This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures - Copyright (C) 2013 + Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team @@ -27,12 +27,10 @@ import de.lmu.ifi.dbs.elki.database.datastore.DataStoreFactory; import de.lmu.ifi.dbs.elki.database.datastore.WritableDBIDDataStore; import de.lmu.ifi.dbs.elki.database.datastore.WritableDataStore; import de.lmu.ifi.dbs.elki.database.datastore.WritableDoubleDataStore; -import de.lmu.ifi.dbs.elki.database.datastore.WritableDoubleDistanceDataStore; import de.lmu.ifi.dbs.elki.database.datastore.WritableIntegerDataStore; import de.lmu.ifi.dbs.elki.database.datastore.WritableRecordStore; import de.lmu.ifi.dbs.elki.database.ids.DBIDRange; import de.lmu.ifi.dbs.elki.database.ids.DBIDs; -import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance; /** * Simple factory class that will store all data in memory using object arrays @@ -44,18 +42,15 @@ import de.lmu.ifi.dbs.elki.distance.distancevalue.DoubleDistance; * @author Erich Schubert * * @apiviz.stereotype factory - * @apiviz.uses ArrayStore oneway - - «create» - * @apiviz.uses ArrayRecordStore oneway - - «create» - * @apiviz.uses MapStore oneway - - «create» - * @apiviz.uses MapRecordStore oneway - - «create» + * @apiviz.has ArrayStore oneway - - «create» + * @apiviz.has ArrayRecordStore oneway - - «create» + * @apiviz.has MapStore oneway - - «create» + * @apiviz.has MapRecordStore oneway - - «create» */ public class MemoryDataStoreFactory implements DataStoreFactory { @SuppressWarnings("unchecked") @Override public <T> WritableDataStore<T> makeStorage(DBIDs ids, int hints, Class<? super T> dataclass) { - if (DoubleDistance.class.equals(dataclass)) { - return (WritableDataStore<T>) makeDoubleDistanceStorage(ids, hints); - } if (Double.class.equals(dataclass)) { return (WritableDataStore<T>) makeDoubleStorage(ids, hints); } @@ -83,23 +78,6 @@ public class MemoryDataStoreFactory implements DataStoreFactory { } } - /** - * Make a data storage for double distances. - * - * @param ids IDs to store for - * @param hints Storage hints - * @return double distance storage - */ - public WritableDoubleDistanceDataStore makeDoubleDistanceStorage(DBIDs ids, int hints) { - if(ids instanceof DBIDRange) { - DBIDRange range = (DBIDRange) ids; - return new ArrayDoubleDistanceStore(range.size(), range); - } - else { - return new MapIntegerDBIDDoubleDistanceStore(ids.size()); - } - } - @Override public WritableDoubleDataStore makeDoubleStorage(DBIDs ids, int hints) { if(ids instanceof DBIDRange) { @@ -155,4 +133,4 @@ public class MemoryDataStoreFactory implements DataStoreFactory { return new MapIntegerDBIDRecordStore(ids.size(), dataclasses.length); } } -}
\ No newline at end of file +} diff --git a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/package-info.java b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/package-info.java index 5ea46015..dada2a9b 100644 --- a/src/de/lmu/ifi/dbs/elki/database/datastore/memory/package-info.java +++ b/src/de/lmu/ifi/dbs/elki/database/datastore/memory/package-info.java @@ -5,7 +5,7 @@ This file is part of ELKI: Environment for Developing KDD-Applications Supported by Index-Structures -Copyright (C) 2013 +Copyright (C) 2014 Ludwig-Maximilians-Universität München Lehr- und Forschungseinheit für Datenbanksysteme ELKI Development Team |