This is an automated email from the ASF dual-hosted git repository.

bchapuis pushed a commit to branch data-refactoring
in repository https://gitbox.apache.org/repos/asf/incubator-baremaps.git

commit 766781bc5950d90b2b61d6a75caf25bab208cff4
Author: Bertil Chapuis <[email protected]>
AuthorDate: Sat Apr 5 14:05:38 2025 +0200

    Improve the javadoc and make it more consistent
---
 .../baremaps/data/collection/AppendOnlyLog.java    | 46 +++++++-------
 .../baremaps/data/collection/DataCollection.java   | 49 +++++++-------
 .../data/collection/DataCollectionException.java   | 22 ++++---
 .../data/collection/DataCollectionMapper.java      | 11 ++--
 .../baremaps/data/collection/DataConversions.java  | 48 ++++++++------
 .../apache/baremaps/data/collection/DataList.java  | 21 +++---
 .../apache/baremaps/data/collection/DataMap.java   | 74 +++++++++++-----------
 .../data/collection/DirectHashDataMap.java         | 42 +++++++-----
 .../data/collection/FixedSizeDataList.java         | 23 ++++---
 .../baremaps/data/collection/IndexedDataList.java  | 15 ++---
 .../baremaps/data/collection/IndexedDataMap.java   | 19 +++---
 .../data/collection/MemoryAlignedDataList.java     | 27 ++++----
 .../data/collection/MemoryAlignedDataMap.java      | 24 +++++--
 .../baremaps/data/collection/MonotonicDataMap.java | 19 +++---
 .../data/collection/MonotonicFixedSizeDataMap.java |  5 +-
 .../data/collection/MonotonicPairedDataMap.java    | 17 +++--
 16 files changed, 248 insertions(+), 214 deletions(-)

diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/AppendOnlyLog.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/AppendOnlyLog.java
index d7b03482d..c5e9adbdc 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/AppendOnlyLog.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/AppendOnlyLog.java
@@ -30,11 +30,10 @@ import org.apache.baremaps.data.memory.OffHeapMemory;
 import org.apache.baremaps.data.type.DataType;
 
 /**
- * A log of records backed by a {@link DataType} and a {@link Memory}. 
Elements are appended to the
- * log and can be accessed by their position in the {@link Memory}. Appending 
elements to the log is
- * thread-safe.
+ * A log of elements that can only be appended to. Elements are stored in 
memory and can be accessed
+ * by their position. Append operations are thread-safe.
  *
- * @param <E> The type of the data.
+ * @param <E> The type of elements in the log
  */
 public class AppendOnlyLog<E> implements DataCollection<E> {
 
@@ -47,7 +46,7 @@ public class AppendOnlyLog<E> implements DataCollection<E> {
   private final Lock lock = new ReentrantLock();
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for an AppendOnlyLog.
    *
    * @param <E> the type of elements
    * @return a new builder
@@ -57,7 +56,7 @@ public class AppendOnlyLog<E> implements DataCollection<E> {
   }
 
   /**
-   * Builder for {@link AppendOnlyLog}.
+   * Builder for AppendOnlyLog.
    *
    * @param <E> the type of elements
    */
@@ -90,7 +89,7 @@ public class AppendOnlyLog<E> implements DataCollection<E> {
     }
 
     /**
-     * Sets the values memory for the log. This is an alias for {@link 
#memory(Memory)}.
+     * Sets the memory for the log values.
      *
      * @param memory the memory
      * @return this builder
@@ -100,7 +99,7 @@ public class AppendOnlyLog<E> implements DataCollection<E> {
     }
 
     /**
-     * Builds a new {@link AppendOnlyLog}.
+     * Builds a new AppendOnlyLog.
      *
      * @return a new AppendOnlyLog
      * @throws IllegalStateException if required parameters are missing
@@ -119,7 +118,7 @@ public class AppendOnlyLog<E> implements DataCollection<E> {
   }
 
   /**
-   * Constructs an append only log.
+   * Constructs an AppendOnlyLog.
    *
    * @param dataType the data type
    * @param memory the memory
@@ -140,10 +139,11 @@ public class AppendOnlyLog<E> implements 
DataCollection<E> {
   }
 
   /**
-   * Appends the value to the log and returns its position in the memory.
+   * Appends an element to the log and returns its position in memory.
    *
-   * @param value the value
-   * @return the position of the value in the memory.
+   * @param value the element to add
+   * @return the position of the element in memory
+   * @throws DataCollectionException if the element is too large for a segment
    */
   public long addPositioned(E value) {
     int valueSize = dataType.size(value);
@@ -172,10 +172,10 @@ public class AppendOnlyLog<E> implements 
DataCollection<E> {
   }
 
   /**
-   * Returns a values at the specified position in the memory.
+   * Returns the element at the specified position in memory.
    *
-   * @param position the position of the value
-   * @return the value
+   * @param position the position of the element
+   * @return the element
    */
   public E getPositioned(long position) {
     long segmentIndex = position / segmentSize;
@@ -208,10 +208,9 @@ public class AppendOnlyLog<E> implements DataCollection<E> 
{
   }
 
   /**
-   * Returns an iterator over the values of the log, starting at the beginning 
of the log. The
-   * iterator allows to get the current position in the memory.
+   * Returns an iterator over the elements of this log.
    * 
-   * @return an iterator over the values of the log
+   * @return an iterator over the elements
    */
   @Override
   public AppendOnlyLogIterator iterator() {
@@ -228,15 +227,12 @@ public class AppendOnlyLog<E> implements 
DataCollection<E> {
   }
 
   /**
-   * An iterator over the values of the log that can be used to iterate over 
the values of the log
-   * and to get the current position in the memory.
+   * An iterator over the elements in this log.
    */
   public class AppendOnlyLogIterator implements Iterator<E> {
 
     private final long size;
-
     private long index;
-
     private long position;
 
     private AppendOnlyLogIterator(long size) {
@@ -280,9 +276,13 @@ public class AppendOnlyLog<E> implements DataCollection<E> 
{
       return dataType.read(segment, (int) segmentOffset);
     }
 
+    /**
+     * Returns the current position in memory.
+     *
+     * @return the current position
+     */
     public long getPosition() {
       return position;
     }
-
   }
 }
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollection.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollection.java
index 7df3aaf25..5c5f549f6 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollection.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollection.java
@@ -22,29 +22,31 @@ import java.util.stream.Stream;
 import java.util.stream.StreamSupport;
 
 /**
- * A {@code DataCollection<E>} is a group of elements that can be iterated 
over. It is similar to a
- * {@link java.util.Collection<E> Collection}, but can hold up to {@link 
Long#MAX_VALUE} elements.
+ * A collection of elements that can be iterated over. Similar to {@link 
java.util.Collection} but
+ * supports up to {@link Long#MAX_VALUE} elements.
+ *
+ * @param <E> The type of elements in the collection
  */
 public interface DataCollection<E> extends Iterable<E>, AutoCloseable {
 
   /**
-   * Returns the number of values stored in the data collection.
+   * Returns the number of elements in this collection.
    *
-   * @return the number of values
+   * @return the number of elements
    */
   long size();
 
   /**
-   * Returns true if the data collection is empty.
+   * Returns true if this collection contains no elements.
    *
-   * @return true if the data collection is empty
+   * @return true if this collection is empty
    */
   default boolean isEmpty() {
     return size() == 0;
   }
 
   /**
-   * Returns an iterator over the elements in the data collection.
+   * Returns an iterator over the elements in this collection.
    *
    * @return an iterator
    */
@@ -52,7 +54,7 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   Iterator<E> iterator();
 
   /**
-   * Returns a spliterator over the elements in the data collection.
+   * Returns a spliterator over the elements in this collection.
    *
    * @return a spliterator
    */
@@ -62,16 +64,16 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   }
 
   /**
-   * Returns a stream over the elements in the data collection.
+   * Returns a sequential stream over the elements in this collection.
    *
-   * @return a stream
+   * @return a sequential stream
    */
   default Stream<E> stream() {
     return StreamSupport.stream(spliterator(), false);
   }
 
   /**
-   * Returns a parallel stream over the elements in the data collection.
+   * Returns a parallel stream over the elements in this collection.
    *
    * @return a parallel stream
    */
@@ -80,20 +82,20 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   }
 
   /**
-   * Adds a value to the data collection.
+   * Adds an element to this collection.
    *
-   * @param e the value to add
-   * @return true if the data collection has been modified
+   * @param e the element to add
+   * @return true if the collection changed as a result of the call
    */
   default boolean add(E e) {
     throw new UnsupportedOperationException();
   }
 
   /**
-   * Adds all the values in the specified collection to the data collection.
+   * Adds all elements from the specified collection to this collection.
    *
-   * @param c the collection of values to add
-   * @return true if the data collection has been modified
+   * @param c the collection of elements to add
+   * @return true if this collection changed as a result of the call
    */
   default boolean addAll(Iterable<? extends E> c) {
     boolean modified = false;
@@ -106,9 +108,10 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   }
 
   /**
-   * Returns true if the data collection contains the specified value.
+   * Returns true if this collection contains the specified element.
    *
-   * @param o the value to search for
+   * @param o the element to check for
+   * @return true if this collection contains the element
    */
   default boolean contains(Object o) {
     for (E e : this) {
@@ -120,10 +123,10 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   }
 
   /**
-   * Returns true if the data collection contains all the values in the 
specified collection.
+   * Returns true if this collection contains all elements in the specified 
collection.
    *
-   * @param c the collection of values to search for
-   * @return true if the data collection contains all the values
+   * @param c the collection to check against
+   * @return true if this collection contains all elements in the specified 
collection
    */
   default boolean containsAll(Iterable<?> c) {
     for (Object o : c) {
@@ -135,7 +138,7 @@ public interface DataCollection<E> extends Iterable<E>, 
AutoCloseable {
   }
 
   /**
-   * Removes all the values from the data collection.
+   * Removes all elements from this collection.
    */
   void clear();
 
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionException.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionException.java
index a4300ccf8..7720b2023 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionException.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionException.java
@@ -17,35 +17,39 @@
 
 package org.apache.baremaps.data.collection;
 
-/** Signals that an exception occurred in a store. */
+/**
+ * Exception thrown when an error occurs in a data collection operation.
+ */
 public class DataCollectionException extends RuntimeException {
 
-  /** Constructs a {@code DataCollectionException} with {@code null} as its 
error detail message. */
+  /**
+   * Constructs a new exception with null as its detail message.
+   */
   public DataCollectionException() {}
 
   /**
-   * Constructs an {@code DataCollectionException} with the specified detail 
message.
+   * Constructs a new exception with the specified detail message.
    *
-   * @param message the message
+   * @param message the detail message
    */
   public DataCollectionException(String message) {
     super(message);
   }
 
   /**
-   * Constructs a {@code DataCollectionException} with the specified cause.
+   * Constructs a new exception with the specified cause.
    *
-   * @param cause the cause
+   * @param cause the cause of this exception
    */
   public DataCollectionException(Throwable cause) {
     super(cause);
   }
 
   /**
-   * Constructs a {@code DataCollectionException} with the specified detail 
message and cause.
+   * Constructs a new exception with the specified detail message and cause.
    *
-   * @param message the message
-   * @param cause the cause
+   * @param message the detail message
+   * @param cause the cause of this exception
    */
   public DataCollectionException(String message, Throwable cause) {
     super(message, cause);
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionMapper.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionMapper.java
index b8c545088..9ab9101c4 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionMapper.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataCollectionMapper.java
@@ -22,7 +22,10 @@ import java.util.Iterator;
 import java.util.function.Function;
 
 /**
- * A decorator for a table that transforms the geometries of the rows.
+ * A decorator that transforms elements of a data collection using a function.
+ *
+ * @param <S> The source element type
+ * @param <T> The transformed element type
  */
 public class DataCollectionMapper<S, T> implements DataCollection<T> {
 
@@ -31,10 +34,10 @@ public class DataCollectionMapper<S, T> implements 
DataCollection<T> {
   private final Function<S, T> mapper;
 
   /**
-   * Constructs a new table decorator.
+   * Constructs a new mapper for a data collection.
    *
-   * @param collection the table to decorate
-   * @param mapper the row transformer
+   * @param collection the source collection
+   * @param mapper the function to transform elements
    */
   public DataCollectionMapper(DataCollection<S> collection, Function<S, T> 
mapper) {
     this.collection = collection;
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataConversions.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataConversions.java
index 3e361d77f..8f1957c16 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataConversions.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataConversions.java
@@ -21,7 +21,7 @@ import java.util.*;
 import java.util.Map.Entry;
 
 /**
- * Utility class for converting between collections and data collections.
+ * Utility class for converting between standard Java collections and data 
collections.
  */
 public class DataConversions {
 
@@ -30,11 +30,11 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code DataCollection} to a {@code Collection}.
+   * Converts a DataCollection to a Collection.
    * 
-   * @param dataCollection
-   * @return
-   * @param <E>
+   * @param dataCollection the data collection to convert
+   * @return a Collection view of the data collection
+   * @param <E> the type of elements
    */
   public static <E> Collection<E> asCollection(DataCollection<E> 
dataCollection) {
     if (dataCollection instanceof DataCollectionAdapter<E>adapter) {
@@ -45,11 +45,11 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code Collection} to a {@code DataCollection}.
+   * Converts a Collection to a DataCollection.
    *
-   * @param collection
-   * @return
-   * @param <E>
+   * @param collection the collection to convert
+   * @return a DataCollection view of the collection
+   * @param <E> the type of elements
    */
   public static <E> DataCollection<E> asDataCollection(Collection<E> 
collection) {
     if (collection instanceof CollectionAdapter<E>adapter) {
@@ -60,10 +60,11 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code DataList} to a {@code List}.
+   * Converts a DataList to a List.
    *
-   * @param dataList the data list
-   * @return the list
+   * @param dataList the data list to convert
+   * @return a List view of the data list
+   * @param <E> the type of elements
    */
   public static <E> List<E> asList(DataList<E> dataList) {
     if (dataList instanceof DataListAdapter<E>adapter) {
@@ -74,10 +75,11 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code List} to a {@code DataList}.
+   * Converts a List to a DataList.
    *
-   * @param list the list
-   * @return the data list
+   * @param list the list to convert
+   * @return a DataList view of the list
+   * @param <E> the type of elements
    */
   public static <E> DataList<E> asDataList(List<E> list) {
     if (list instanceof ListAdapter<E>adapter) {
@@ -88,10 +90,12 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code DataMap} to a {@code Map}.
+   * Converts a DataMap to a Map.
    *
-   * @param dataMap the data map
-   * @return the map
+   * @param dataMap the data map to convert
+   * @return a Map view of the data map
+   * @param <K> the type of keys
+   * @param <V> the type of values
    */
   public static <K, V> Map<K, V> asMap(DataMap<K, V> dataMap) {
     if (dataMap instanceof DataMapAdapter<K, V>adapter) {
@@ -102,10 +106,12 @@ public class DataConversions {
   }
 
   /**
-   * Converts a {@code Map} to a {@code DataMap}.
+   * Converts a Map to a DataMap.
    *
-   * @param map the map
-   * @return the data map
+   * @param map the map to convert
+   * @return a DataMap view of the map
+   * @param <K> the type of keys
+   * @param <V> the type of values
    */
   public static <K, V> DataMap<K, V> asDataMap(Map<K, V> map) {
     if (map instanceof MapAdapter<K, V>adapter) {
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataList.java 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataList.java
index de711d101..39c6c95c6 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataList.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataList.java
@@ -23,19 +23,18 @@ import java.util.Iterator;
 import java.util.NoSuchElementException;
 
 /**
- * A {@code DataList<E>} is a sequence of elements that can be iterated over 
and accessed by index.
- * It is similar to a {@link java.util.List<E> List}, but can hold up to 
{@link Long#MAX_VALUE}
- * elements.
+ * A sequence of elements that can be accessed by index. Similar to {@link 
java.util.List} but
+ * supports up to {@link Long#MAX_VALUE} elements.
  *
- * @param <E> The type of the elements.
+ * @param <E> The type of elements in the list
  */
 public interface DataList<E> extends DataCollection<E> {
 
   /**
-   * Adds a value to the data list and returns its index.
+   * Adds an element to this list and returns its index.
    *
-   * @param value the value
-   * @return the index of the value.
+   * @param value the element to add
+   * @return the index of the added element
    */
   long addIndexed(E value);
 
@@ -47,18 +46,18 @@ public interface DataList<E> extends DataCollection<E> {
   }
 
   /**
-   * Sets the value at the specified index
+   * Sets the element at the specified index.
    *
    * @param index the index
-   * @param value the value
+   * @param value the element to set
    */
   void set(long index, E value);
 
   /**
-   * Returns the value at the specified index.
+   * Returns the element at the specified index.
    *
    * @param index the index
-   * @return the value
+   * @return the element at the specified index
    */
   E get(long index);
 
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataMap.java 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataMap.java
index 1ae196bf3..ecd4738d6 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DataMap.java
@@ -25,34 +25,34 @@ import java.util.Map.Entry;
 import java.util.function.BiConsumer;
 
 /**
- * A {@code DataMap<E>} maps keys to values. It is similar to a {@link 
java.util.Map<K, V> Map}, but
- * can hold up to {@link Long#MAX_VALUE} entries.
+ * A map that associates keys with values. Similar to {@link java.util.Map} 
but supports up to
+ * {@link Long#MAX_VALUE} entries.
  *
- * @param <K> The type of the keys.
- * @param <V> The type of the values.
+ * @param <K> The type of keys in the map
+ * @param <V> The type of values in the map
  */
 public interface DataMap<K, V> extends AutoCloseable {
 
   /**
-   * Returns the number of values stored in the data map.
+   * Returns the number of key-value mappings in this map.
    *
-   * @return the number of values
+   * @return the number of key-value mappings
    */
   long size();
 
   /**
-   * Returns the value associated with the specified key or null if the key is 
not present.
+   * Returns the value associated with the specified key, or null if no 
mapping exists.
    *
    * @param key the key
-   * @return the value
+   * @return the value associated with the key, or null if no mapping exists
    */
   V get(Object key);
 
   /**
-   * Returns the values associated with the specified keys or null if the key 
is not present.
+   * Returns the values associated with the specified keys, or null for keys 
with no mapping.
    *
    * @param keys the keys
-   * @return the values
+   * @return the values associated with the keys
    */
   default Iterable<V> getAll(Iterable<K> keys) {
     List<V> values = new ArrayList<>();
@@ -61,105 +61,105 @@ public interface DataMap<K, V> extends AutoCloseable {
   }
 
   /**
-   * Associates the specified value with the specified key in the data map.
+   * Associates the specified value with the specified key in this map.
    *
    * @param key the key
    * @param value the value
-   * @return the previous value associated with the key, or null if there was 
no mapping for the key
+   * @return the previous value associated with the key, or null if there was 
no mapping
    */
   V put(K key, V value);
 
   /**
-   * Associates the specified values with the specified keys in the data map.
+   * Adds all entries from the specified iterable to this map.
    *
-   * @param entries the entries
+   * @param entries the entries to add
    */
   default void putAll(Iterable<Entry<K, V>> entries) {
     entries.forEach(entry -> put(entry.getKey(), entry.getValue()));
   }
 
   /**
-   * Returns true if the data map contains a mapping for the specified key.
+   * Returns true if this map contains a mapping for the specified key.
    *
-   * @param key the key
-   * @return true if the data map contains a mapping for the key
+   * @param key the key to check
+   * @return true if this map contains a mapping for the key
    */
   boolean containsKey(Object key);
 
   /**
-   * Returns true if the data map contains a mapping for the specified value.
+   * Returns true if this map maps one or more keys to the specified value.
    *
-   * @param value the value
-   * @return true if the data map contains a mapping for the value
+   * @param value the value to check
+   * @return true if this map maps one or more keys to the value
    */
   boolean containsValue(V value);
 
   /**
-   * Clears the data map.
+   * Removes all mappings from this map.
    */
   void clear();
 
   /**
-   * Returns true if the data map contains no elements.
+   * Returns true if this map contains no mappings.
    * 
-   * @return true if the data map contains no elements
+   * @return true if this map contains no mappings
    */
   default boolean isEmpty() {
     return size() == 0;
   }
 
   /**
-   * Returns an iterator over the keys of the data map.
+   * Returns an iterator over the keys in this map.
    *
-   * @return an iterator
+   * @return an iterator over the keys
    */
   Iterator<K> keyIterator();
 
   /**
-   * Returns an iterable over the keys of the data map.
+   * Returns an iterable over the keys in this map.
    *
-   * @return an iterable
+   * @return an iterable over the keys
    */
   default Iterable<K> keys() {
     return this::keyIterator;
   }
 
   /**
-   * Returns an iterator over the values of the data map.
+   * Returns an iterator over the values in this map.
    *
-   * @return an iterator
+   * @return an iterator over the values
    */
   Iterator<V> valueIterator();
 
   /**
-   * Returns an iterable over the values of the data map.
+   * Returns an iterable over the values in this map.
    *
-   * @return an iterable
+   * @return an iterable over the values
    */
   default Iterable<V> values() {
     return this::valueIterator;
   }
 
   /**
-   * Returns an iterator over the entries of the data map.
+   * Returns an iterator over the entries in this map.
    *
-   * @return an iterator
+   * @return an iterator over the entries
    */
   Iterator<Entry<K, V>> entryIterator();
 
   /**
-   * Returns an iterable over the entries of the data map.
+   * Returns an iterable over the entries in this map.
    *
-   * @return an iterable
+   * @return an iterable over the entries
    */
   default Iterable<Entry<K, V>> entries() {
     return this::entryIterator;
   }
 
   /**
-   * Performs the given action for each entry in the data map.
+   * Performs the given action for each entry in this map.
    *
-   * @param action the action to be performed
+   * @param action the action to perform on each entry
    */
   default void forEach(BiConsumer<? super K, ? super V> action) {
     for (Entry<K, V> entry : entries()) {
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DirectHashDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DirectHashDataMap.java
index a4e09a0b0..2fb63e086 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DirectHashDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/DirectHashDataMap.java
@@ -27,14 +27,10 @@ import org.apache.baremaps.data.memory.Memory;
 import org.apache.baremaps.data.type.FixedSizeDataType;
 
 /**
- * A {@link DataMap} that uses direct hashing with open addressing and linear 
probing. This
- * implementation provides O(1) access time for both get and put operations 
and doesn't have any
- * insertion order dependencies.
+ * A map that uses direct hashing with open addressing and linear probing. 
Provides O(1) access time
+ * for both get and put operations with a fixed capacity.
  * 
- * <p>
- * The map size is fixed at instantiation time and cannot be resized afterward.
- * 
- * @param <V> the type of the values
+ * @param <V> the type of values in the map
  */
 public class DirectHashDataMap<V> implements DataMap<Long, V> {
 
@@ -53,7 +49,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, V> 
{
   private long size;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for a DirectHashDataMap.
    *
    * @param <V> the type of values
    * @return a new builder
@@ -63,7 +59,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, V> 
{
   }
 
   /**
-   * Builder for {@link DirectHashDataMap}.
+   * Builder for DirectHashDataMap.
    *
    * @param <V> the type of values
    */
@@ -130,7 +126,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
     }
 
     /**
-     * Builds a new {@link DirectHashDataMap}.
+     * Builds a new DirectHashDataMap.
      *
      * @return a new DirectHashDataMap
      * @throws IllegalStateException if any required parameter is missing
@@ -157,7 +153,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Constructs a {@link DirectHashDataMap} with the specified capacity.
+   * Constructs a DirectHashDataMap with the specified capacity.
    *
    * @param keyType the data type for keys
    * @param dataType the data type for values
@@ -187,7 +183,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Hash function for keys, using multiplicative hashing.
+   * Computes the hash value for a key.
    * 
    * @param key the key to hash
    * @return the hash value
@@ -203,7 +199,7 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
    * Finds the slot for a key, either for retrieval or insertion.
    * 
    * @param key the key to find
-   * @param forInsertion whether we're finding for insertion (return empty 
slot) or retrieval
+   * @param forInsertion whether we're finding for insertion or retrieval
    * @return the slot index or -1 if not found and not for insertion
    */
   private long findSlot(long key, boolean forInsertion) {
@@ -239,7 +235,10 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Reads a key from the key memory at the specified slot.
+   * Reads a key from the specified slot.
+   * 
+   * @param slot the slot index
+   * @return the key at the slot
    */
   private long readKey(long slot) {
     long position = slot * keySize;
@@ -250,7 +249,10 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Stores a key in the key memory at the specified slot.
+   * Stores a key at the specified slot.
+   * 
+   * @param slot the slot index
+   * @param key the key to store
    */
   private void storeKey(long slot, long key) {
     long position = slot * keySize;
@@ -261,7 +263,10 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Reads a value from the value memory at the specified slot.
+   * Reads a value from the specified slot.
+   * 
+   * @param slot the slot index
+   * @return the value at the slot
    */
   private V readValue(long slot) {
     long position = slot * valueSize;
@@ -272,7 +277,10 @@ public class DirectHashDataMap<V> implements DataMap<Long, 
V> {
   }
 
   /**
-   * Stores a value in the value memory at the specified slot.
+   * Stores a value at the specified slot.
+   * 
+   * @param slot the slot index
+   * @param value the value to store
    */
   private void storeValue(long slot, V value) {
     long position = slot * valueSize;
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/FixedSizeDataList.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/FixedSizeDataList.java
index eacab78c4..5c7b57478 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/FixedSizeDataList.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/FixedSizeDataList.java
@@ -26,21 +26,19 @@ import org.apache.baremaps.data.memory.OffHeapMemory;
 import org.apache.baremaps.data.type.FixedSizeDataType;
 
 /**
- * A {@link DataList} that can hold a large number of fixed size data 
elements. This data list is
- * backed by a memory that can be either heap, off-heap, or memory mapped.
+ * A list that stores fixed-size elements in memory. Elements can be stored in 
heap memory, off-heap
+ * memory, or memory-mapped files.
  *
- * @param <E> The type of the elements.
+ * @param <E> The type of elements in the list
  */
 public class FixedSizeDataList<E> implements DataList<E> {
 
   private final FixedSizeDataType<E> dataType;
-
   private final Memory<?> memory;
-
   private AtomicLong size;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for a FixedSizeDataList.
    *
    * @param <E> the type of elements
    * @return a new builder
@@ -50,7 +48,7 @@ public class FixedSizeDataList<E> implements DataList<E> {
   }
 
   /**
-   * Builder for {@link FixedSizeDataList}.
+   * Builder for FixedSizeDataList.
    *
    * @param <E> the type of elements
    */
@@ -81,7 +79,7 @@ public class FixedSizeDataList<E> implements DataList<E> {
     }
 
     /**
-     * Builds a new {@link FixedSizeDataList}.
+     * Builds a new FixedSizeDataList.
      *
      * @return a new FixedSizeDataList
      * @throws IllegalStateException if the data type is missing
@@ -100,10 +98,11 @@ public class FixedSizeDataList<E> implements DataList<E> {
   }
 
   /**
-   * Constructs a list.
+   * Constructs a FixedSizeDataList.
    *
    * @param dataType the data type
    * @param memory the memory
+   * @throws DataCollectionException if the data type is too large for the 
memory segment size
    */
   private FixedSizeDataList(FixedSizeDataType<E> dataType, Memory<?> memory) {
     if (dataType.size() > memory.segmentSize()) {
@@ -114,6 +113,12 @@ public class FixedSizeDataList<E> implements DataList<E> {
     this.size = new AtomicLong(0);
   }
 
+  /**
+   * Writes an element at the specified index.
+   *
+   * @param index the index
+   * @param value the element to write
+   */
   private void write(long index, E value) {
     long position = index * dataType.size();
     int segmentIndex = (int) (position / memory.segmentSize());
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataList.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataList.java
index 763546e3f..1a14640f5 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataList.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataList.java
@@ -22,19 +22,18 @@ package org.apache.baremaps.data.collection;
 import org.apache.baremaps.data.type.LongDataType;
 
 /**
- * A data list that can hold a large number of variable size data elements. 
This data list is backed
- * by an index and a buffer that can be either heap, off-heap, or memory 
mapped.
+ * A list that stores variable-size elements using an index. Elements are 
stored in an append-only
+ * log with fixed indices for fast access.
  *
- * @param <E> The type of the elements.
+ * @param <E> The type of elements in the list
  */
 public class IndexedDataList<E> implements DataList<E> {
 
   private final DataList<Long> index;
-
   private final AppendOnlyLog<E> values;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for an IndexedDataList.
    *
    * @param <E> the type of elements
    * @return a new builder
@@ -44,7 +43,7 @@ public class IndexedDataList<E> implements DataList<E> {
   }
 
   /**
-   * Builder for {@link IndexedDataList}.
+   * Builder for IndexedDataList.
    *
    * @param <E> the type of elements
    */
@@ -75,7 +74,7 @@ public class IndexedDataList<E> implements DataList<E> {
     }
 
     /**
-     * Builds a new {@link IndexedDataList}.
+     * Builds a new IndexedDataList.
      *
      * @return a new IndexedDataList
      * @throws IllegalStateException if values are missing
@@ -96,7 +95,7 @@ public class IndexedDataList<E> implements DataList<E> {
   }
 
   /**
-   * Constructs a {@link IndexedDataList}.
+   * Constructs an IndexedDataList.
    *
    * @param index the index
    * @param values the values
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataMap.java
index 25bd3d33c..949d2dd90 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/IndexedDataMap.java
@@ -26,21 +26,20 @@ import java.util.Map;
 import java.util.Map.Entry;
 
 /**
- * A {@link DataMap} that can hold a large number of variable size data 
elements. This data map is
- * backed by an index and a buffer that can be either heap, off-heap, or 
memory mapped.
+ * A map that stores variable-size values using an index. Values are stored in 
an append-only log
+ * with indices for fast access.
  *
- * @param <E> The type of the elements.
+ * @param <E> The type of values in the map
  */
 public class IndexedDataMap<E> implements DataMap<Long, E> {
 
   private final Map<Long, Long> index;
-
   private final AppendOnlyLog<E> values;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for an IndexedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    * @return a new builder
    */
   public static <E> Builder<E> builder() {
@@ -48,9 +47,9 @@ public class IndexedDataMap<E> implements DataMap<Long, E> {
   }
 
   /**
-   * Builder for {@link IndexedDataMap}.
+   * Builder for IndexedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    */
   public static class Builder<E> {
     private Map<Long, Long> index;
@@ -79,7 +78,7 @@ public class IndexedDataMap<E> implements DataMap<Long, E> {
     }
 
     /**
-     * Builds a new {@link IndexedDataMap}.
+     * Builds a new IndexedDataMap.
      *
      * @return a new IndexedDataMap
      * @throws IllegalStateException if values are missing
@@ -98,7 +97,7 @@ public class IndexedDataMap<E> implements DataMap<Long, E> {
   }
 
   /**
-   * Constructs a {@link IndexedDataMap}.
+   * Constructs an IndexedDataMap.
    *
    * @param index the index
    * @param values the values
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataList.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataList.java
index 34216e8fb..b60294e6b 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataList.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataList.java
@@ -28,27 +28,22 @@ import org.apache.baremaps.data.memory.OffHeapMemory;
 import org.apache.baremaps.data.type.FixedSizeDataType;
 
 /**
- * A {@link DataList} that can hold a large number of fixed-size 
memory-aligned data elements. This
- * data list is backed by a memory that can be either heap, off-heap, or 
memory mapped.
+ * A list that stores fixed-size memory-aligned elements. Optimized for 
performance with bit-shift
+ * operations for memory addressing.
  *
- * @param <E> The type of the elements.
+ * @param <E> The type of elements in the list
  */
 public class MemoryAlignedDataList<E> implements DataList<E> {
 
   private final FixedSizeDataType<E> dataType;
-
   private final Memory<?> memory;
-
   private final int valueShift;
-
   private final long segmentShift;
-
   private final long segmentMask;
-
   private AtomicLong size;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for a MemoryAlignedDataList.
    *
    * @param <E> the type of elements
    * @return a new builder
@@ -58,7 +53,7 @@ public class MemoryAlignedDataList<E> implements DataList<E> {
   }
 
   /**
-   * Builder for {@link MemoryAlignedDataList}.
+   * Builder for MemoryAlignedDataList.
    *
    * @param <E> the type of elements
    */
@@ -89,7 +84,7 @@ public class MemoryAlignedDataList<E> implements DataList<E> {
     }
 
     /**
-     * Builds a new {@link MemoryAlignedDataList}.
+     * Builds a new MemoryAlignedDataList.
      *
      * @return a new MemoryAlignedDataList
      * @throws IllegalStateException if the data type is missing
@@ -108,10 +103,12 @@ public class MemoryAlignedDataList<E> implements 
DataList<E> {
   }
 
   /**
-   * Constructs a {@link MemoryAlignedDataList}.
+   * Constructs a MemoryAlignedDataList.
    *
    * @param dataType the data type
    * @param memory the memory
+   * @throws DataCollectionException if memory and data type size requirements 
are not met
+   * @throws IllegalArgumentException if data type size is not a power of 2
    */
   private MemoryAlignedDataList(FixedSizeDataType<E> dataType, Memory<?> 
memory) {
     if (dataType.size() > memory.segmentSize()) {
@@ -131,6 +128,12 @@ public class MemoryAlignedDataList<E> implements 
DataList<E> {
     this.size = new AtomicLong(0);
   }
 
+  /**
+   * Writes an element at the specified index.
+   *
+   * @param index the index
+   * @param value the element to write
+   */
   private void write(long index, E value) {
     long position = index << valueShift;
     int segmentIndex = (int) (position >>> segmentShift);
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataMap.java
index 9fdcb0ef0..1fbd9abab 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MemoryAlignedDataMap.java
@@ -26,7 +26,8 @@ import org.apache.baremaps.data.memory.Memory;
 import org.apache.baremaps.data.type.FixedSizeDataType;
 
 /**
- * A {@link DataMap} that can hold a large number of fixed-size memory-aligned 
data elements.
+ * A map that stores fixed-size memory-aligned elements with optimized memory 
addressing.
+ * Uses bit-shift operations for fast memory access.
  *
  * <p>
  * This code has been adapted from Planetiler (Apache license).
@@ -46,9 +47,9 @@ public class MemoryAlignedDataMap<E> implements DataMap<Long, 
E> {
   private final long upperBoundary;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for a MemoryAlignedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    * @return a new builder
    */
   public static <E> Builder<E> builder() {
@@ -56,9 +57,9 @@ public class MemoryAlignedDataMap<E> implements DataMap<Long, 
E> {
   }
 
   /**
-   * Builder for {@link MemoryAlignedDataMap}.
+   * Builder for MemoryAlignedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    */
   public static class Builder<E> {
     private FixedSizeDataType<E> dataType;
@@ -87,7 +88,7 @@ public class MemoryAlignedDataMap<E> implements DataMap<Long, 
E> {
     }
 
     /**
-     * Builds a new {@link MemoryAlignedDataMap}.
+     * Builds a new MemoryAlignedDataMap.
      *
      * @return a new MemoryAlignedDataMap
      * @throws IllegalStateException if required parameters are missing
@@ -105,10 +106,12 @@ public class MemoryAlignedDataMap<E> implements 
DataMap<Long, E> {
   }
 
   /**
-   * Constructs a {@link MemoryAlignedDataMap}.
+   * Constructs a MemoryAlignedDataMap.
    *
    * @param dataType the data type
    * @param memory the memory
+   * @throws DataCollectionException if memory and data type size requirements 
are not met
+   * @throws IllegalArgumentException if data type size is not a power of 2
    */
   private MemoryAlignedDataMap(FixedSizeDataType<E> dataType, Memory<?> 
memory) {
     if (dataType.size() > memory.segmentSize()) {
@@ -129,6 +132,13 @@ public class MemoryAlignedDataMap<E> implements 
DataMap<Long, E> {
         : Long.MAX_VALUE >> (32 - segmentShift + valueShift);
   }
 
+  /**
+   * Checks if the key is within valid boundaries.
+   *
+   * @param key the key to check
+   * @throws NullPointerException if key is null
+   * @throws IndexOutOfBoundsException if key is outside valid range
+   */
   private void checkBoundary(Long key) {
     Objects.requireNonNull(key, "Key couldn't be null");
     if (key < 0 || key > upperBoundary) {
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicDataMap.java
index a92455d1b..6d3621640 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicDataMap.java
@@ -24,15 +24,11 @@ import org.apache.baremaps.data.type.PairDataType;
 import org.apache.baremaps.data.type.PairDataType.Pair;
 
 /**
- * A {@link DataMap} that can hold a large number of variable-size data 
elements. The elements must
- * be sorted by their key and inserted in a monotonic way. The elements cannot 
be removed or updated
- * once inserted.
+ * A map that stores values in a monotonically increasing key order. Optimized 
for 
+ * sequential insertions and binary search lookups with chunked indexing.
  *
  * <p>
  * This code has been adapted from Planetiler (Apache license).
- *
- * <p>
- * Copyright (c) Planetiler.
  */
 public class MonotonicDataMap<E> implements DataMap<Long, E> {
 
@@ -43,7 +39,7 @@ public class MonotonicDataMap<E> implements DataMap<Long, E> {
   private long lastChunk = -1;
   
   /**
-   * Creates a builder for {@link MonotonicDataMap}.
+   * Creates a new builder for a MonotonicDataMap.
    *
    * @param <E> the type of values in the map
    * @return a new builder
@@ -53,7 +49,7 @@ public class MonotonicDataMap<E> implements DataMap<Long, E> {
   }
   
   /**
-   * Builder for {@link MonotonicDataMap}.
+   * Builder for MonotonicDataMap.
    *
    * @param <E> the type of values in the map
    */
@@ -96,9 +92,10 @@ public class MonotonicDataMap<E> implements DataMap<Long, E> 
{
     }
     
     /**
-     * Builds a new {@link MonotonicDataMap}.
+     * Builds a new MonotonicDataMap.
      *
-     * @return a new map instance
+     * @return a new MonotonicDataMap
+     * @throws IllegalArgumentException if the values buffer is not provided
      */
     public MonotonicDataMap<E> build() {
       if (values == null) {
@@ -122,7 +119,7 @@ public class MonotonicDataMap<E> implements DataMap<Long, 
E> {
   }
 
   /**
-   * Constructs a {@link MonotonicDataMap}.
+   * Constructs a MonotonicDataMap.
    *
    * @param offsets the list of offsets
    * @param keys the list of keys
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicFixedSizeDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicFixedSizeDataMap.java
index cd3ccd199..a16b6f640 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicFixedSizeDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicFixedSizeDataMap.java
@@ -23,9 +23,8 @@ import java.util.Map.Entry;
 import org.apache.baremaps.data.type.LongDataType;
 
 /**
- * A {@link DataMap} that can hold a large number of fixed-size data elements. 
The elements must be
- * sorted by their key and inserted in a monotonic way. The elements cannot be 
removed or updated
- * once inserted.
+ * A map that stores fixed-size values in monotonically increasing key order.
+ * Optimized for sequential insertions and fast binary search lookups.
  *
  * <p>
  * This code has been adapted from Planetiler (Apache license).
diff --git 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicPairedDataMap.java
 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicPairedDataMap.java
index 8662b2df0..41fd57026 100644
--- 
a/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicPairedDataMap.java
+++ 
b/baremaps-data/src/main/java/org/apache/baremaps/data/collection/MonotonicPairedDataMap.java
@@ -26,9 +26,8 @@ import org.apache.baremaps.data.type.LongDataType;
 import org.apache.baremaps.data.type.PairDataType.Pair;
 
 /**
- * A {@link DataMap} that can hold a large number of variable-size data 
elements. The elements must
- * be sorted by their key and inserted in a monotonic way. The elements cannot 
be removed or updated
- * once inserted.
+ * A map that stores values as key-value pairs in monotonically increasing key 
order. Optimized for
+ * sequential insertions and fast binary search lookups.
  *
  * <p>
  * This code has been adapted from Planetiler (Apache license).
@@ -44,9 +43,9 @@ public class MonotonicPairedDataMap<E> implements 
DataMap<Long, E> {
   private long lastChunk = -1;
 
   /**
-   * Static factory method to create a new builder.
+   * Creates a new builder for a MonotonicPairedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    * @return a new builder
    */
   public static <E> Builder<E> builder() {
@@ -54,9 +53,9 @@ public class MonotonicPairedDataMap<E> implements 
DataMap<Long, E> {
   }
 
   /**
-   * Builder for {@link MonotonicPairedDataMap}.
+   * Builder for MonotonicPairedDataMap.
    *
-   * @param <E> the type of elements
+   * @param <E> the type of values
    */
   public static class Builder<E> {
     private DataList<Long> offsets;
@@ -85,7 +84,7 @@ public class MonotonicPairedDataMap<E> implements 
DataMap<Long, E> {
     }
 
     /**
-     * Builds a new {@link MonotonicPairedDataMap}.
+     * Builds a new MonotonicPairedDataMap.
      *
      * @return a new MonotonicPairedDataMap
      * @throws IllegalStateException if values are missing
@@ -106,7 +105,7 @@ public class MonotonicPairedDataMap<E> implements 
DataMap<Long, E> {
   }
 
   /**
-   * Private constructor for {@link MonotonicPairedDataMap}.
+   * Constructs a MonotonicPairedDataMap.
    *
    * @param offsets the list of offsets
    * @param values the buffer of values

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