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JFreeChart is a class library, written in Java, for generating charts. Utilising the Java2D APIs, it currently supports bar charts, pie charts, line charts, XY-plots and time series plots.

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/* ===========================================================
 * JFreeChart : a free chart library for the Java(tm) platform
 * ===========================================================
 *
 * (C) Copyright 2000-2020, by Object Refinery Limited and Contributors.
 *
 * Project Info:  http://www.jfree.org/jfreechart/index.html
 *
 * This library is free software; you can redistribute it and/or modify it
 * under the terms of the GNU Lesser General Public License as published by
 * the Free Software Foundation; either version 2.1 of the License, or
 * (at your option) any later version.
 *
 * This library 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 Lesser General Public
 * License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with this library; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301,
 * USA.
 *
 * [Oracle and Java are registered trademarks of Oracle and/or its affiliates. 
 * Other names may be trademarks of their respective owners.]
 *
 * -------------
 * XYSeries.java
 * -------------
 * (C) Copyright 2001-2020, Object Refinery Limited and Contributors.
 *
 * Original Author:  David Gilbert (for Object Refinery Limited);
 * Contributor(s):   Aaron Metzger;
 *                   Jonathan Gabbai;
 *                   Richard Atkinson;
 *                   Michel Santos;
 *                   Ted Schwartz (fix for bug 1955483);
 * 
 */

package org.jfree.data.xy;

import java.io.Serializable;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import org.jfree.chart.util.ObjectUtils;
import org.jfree.chart.util.Args;

import org.jfree.data.general.Series;
import org.jfree.data.general.SeriesChangeEvent;
import org.jfree.data.general.SeriesException;

/**
 * Represents a sequence of zero or more data items in the form (x, y).  By
 * default, items in the series will be sorted into ascending order by x-value,
 * and duplicate x-values are permitted.  Both the sorting and duplicate
 * defaults can be changed in the constructor.  Y-values can be
 * {@code null} to represent missing values.
 */
public class XYSeries extends Series implements Cloneable, Serializable {

    /** For serialization. */
    static final long serialVersionUID = -5908509288197150436L;

    // In version 0.9.12, in response to several developer requests, I changed
    // the 'data' attribute from 'private' to 'protected', so that others can
    // make subclasses that work directly with the underlying data structure.

    /** Storage for the data items in the series. */
    protected List data;

    /** The maximum number of items for the series. */
    private int maximumItemCount = Integer.MAX_VALUE;

    /**
     * A flag that controls whether the items are automatically sorted
     * (by x-value ascending).
     */
    private boolean autoSort;

    /** A flag that controls whether or not duplicate x-values are allowed. */
    private boolean allowDuplicateXValues;

    /** The lowest x-value in the series, excluding Double.NaN values. */
    private double minX;

    /** The highest x-value in the series, excluding Double.NaN values. */
    private double maxX;

    /** The lowest y-value in the series, excluding Double.NaN values. */
    private double minY;

    /** The highest y-value in the series, excluding Double.NaN values. */
    private double maxY;

    /**
     * Creates a new empty series.  By default, items added to the series will
     * be sorted into ascending order by x-value, and duplicate x-values will
     * be allowed (these defaults can be modified with another constructor).
     *
     * @param key  the series key ({@code null} not permitted).
     */
    public XYSeries(Comparable key) {
        this(key, true, true);
    }

    /**
     * Constructs a new empty series, with the auto-sort flag set as requested,
     * and duplicate values allowed.
     *
     * @param key  the series key ({@code null} not permitted).
     * @param autoSort  a flag that controls whether or not the items in the
     *                  series are sorted.
     */
    public XYSeries(Comparable key, boolean autoSort) {
        this(key, autoSort, true);
    }

    /**
     * Constructs a new xy-series that contains no data.  You can specify
     * whether or not duplicate x-values are allowed for the series.
     *
     * @param key  the series key ({@code null} not permitted).
     * @param autoSort  a flag that controls whether or not the items in the
     *                  series are sorted.
     * @param allowDuplicateXValues  a flag that controls whether duplicate
     *                               x-values are allowed.
     */
    public XYSeries(Comparable key, boolean autoSort,
            boolean allowDuplicateXValues) {
        super(key);
        this.data = new java.util.ArrayList();
        this.autoSort = autoSort;
        this.allowDuplicateXValues = allowDuplicateXValues;
        this.minX = Double.NaN;
        this.maxX = Double.NaN;
        this.minY = Double.NaN;
        this.maxY = Double.NaN;
    }

    /**
     * Returns the smallest x-value in the series, ignoring any Double.NaN
     * values.  This method returns Double.NaN if there is no smallest x-value
     * (for example, when the series is empty).
     *
     * @return The smallest x-value.
     *
     * @see #getMaxX()
     *
     * @since 1.0.13
     */
    public double getMinX() {
        return this.minX;
    }

    /**
     * Returns the largest x-value in the series, ignoring any Double.NaN
     * values.  This method returns Double.NaN if there is no largest x-value
     * (for example, when the series is empty).
     *
     * @return The largest x-value.
     *
     * @see #getMinX()
     *
     * @since 1.0.13
     */
    public double getMaxX() {
        return this.maxX;
    }

    /**
     * Returns the smallest y-value in the series, ignoring any null and
     * Double.NaN values.  This method returns Double.NaN if there is no
     * smallest y-value (for example, when the series is empty).
     *
     * @return The smallest y-value.
     *
     * @see #getMaxY()
     *
     * @since 1.0.13
     */
    public double getMinY() {
        return this.minY;
    }

    /**
     * Returns the largest y-value in the series, ignoring any Double.NaN
     * values.  This method returns Double.NaN if there is no largest y-value
     * (for example, when the series is empty).
     *
     * @return The largest y-value.
     *
     * @see #getMinY()
     *
     * @since 1.0.13
     */
    public double getMaxY() {
        return this.maxY;
    }

    /**
     * Updates the cached values for the minimum and maximum data values.
     *
     * @param item  the item added ({@code null} not permitted).
     *
     * @since 1.0.13
     */
    private void updateBoundsForAddedItem(XYDataItem item) {
        double x = item.getXValue();
        this.minX = minIgnoreNaN(this.minX, x);
        this.maxX = maxIgnoreNaN(this.maxX, x);
        if (item.getY() != null) {
            double y = item.getYValue();
            this.minY = minIgnoreNaN(this.minY, y);
            this.maxY = maxIgnoreNaN(this.maxY, y);
        }
    }

    /**
     * Updates the cached values for the minimum and maximum data values on
     * the basis that the specified item has just been removed.
     *
     * @param item  the item added ({@code null} not permitted).
     *
     * @since 1.0.13
     */
    private void updateBoundsForRemovedItem(XYDataItem item) {
        boolean itemContributesToXBounds = false;
        boolean itemContributesToYBounds = false;
        double x = item.getXValue();
        if (!Double.isNaN(x)) {
            if (x <= this.minX || x >= this.maxX) {
                itemContributesToXBounds = true;
            }
        }
        if (item.getY() != null) {
            double y = item.getYValue();
            if (!Double.isNaN(y)) {
                if (y <= this.minY || y >= this.maxY) {
                    itemContributesToYBounds = true;
                }
            }
        }
        if (itemContributesToYBounds) {
            findBoundsByIteration();
        }
        else if (itemContributesToXBounds) {
            if (getAutoSort()) {
                this.minX = getX(0).doubleValue();
                this.maxX = getX(getItemCount() - 1).doubleValue();
            }
            else {
                findBoundsByIteration();
            }
        }
    }

    /**
     * Finds the bounds of the x and y values for the series, by iterating
     * through all the data items.
     *
     * @since 1.0.13
     */
    private void findBoundsByIteration() {
        this.minX = Double.NaN;
        this.maxX = Double.NaN;
        this.minY = Double.NaN;
        this.maxY = Double.NaN;
        Iterator iterator = this.data.iterator();
        while (iterator.hasNext()) {
            XYDataItem item = (XYDataItem) iterator.next();
            updateBoundsForAddedItem(item);
        }
    }

    /**
     * Returns the flag that controls whether the items in the series are
     * automatically sorted.  There is no setter for this flag, it must be
     * defined in the series constructor.
     *
     * @return A boolean.
     */
    public boolean getAutoSort() {
        return this.autoSort;
    }

    /**
     * Returns a flag that controls whether duplicate x-values are allowed.
     * This flag can only be set in the constructor.
     *
     * @return A boolean.
     */
    public boolean getAllowDuplicateXValues() {
        return this.allowDuplicateXValues;
    }

    /**
     * Returns the number of items in the series.
     *
     * @return The item count.
     *
     * @see #getItems()
     */
    @Override
    public int getItemCount() {
        return this.data.size();
    }

    /**
     * Returns the list of data items for the series (the list contains
     * {@link XYDataItem} objects and is unmodifiable).
     *
     * @return The list of data items.
     */
    public List getItems() {
        return Collections.unmodifiableList(this.data);
    }

    /**
     * Returns the maximum number of items that will be retained in the series.
     * The default value is {@code Integer.MAX_VALUE}.
     *
     * @return The maximum item count.
     *
     * @see #setMaximumItemCount(int)
     */
    public int getMaximumItemCount() {
        return this.maximumItemCount;
    }

    /**
     * Sets the maximum number of items that will be retained in the series.
     * If you add a new item to the series such that the number of items will
     * exceed the maximum item count, then the first element in the series is
     * automatically removed, ensuring that the maximum item count is not
     * exceeded.
     * 

* Typically this value is set before the series is populated with data, * but if it is applied later, it may cause some items to be removed from * the series (in which case a {@link SeriesChangeEvent} will be sent to * all registered listeners). * * @param maximum the maximum number of items for the series. */ public void setMaximumItemCount(int maximum) { this.maximumItemCount = maximum; int remove = this.data.size() - maximum; if (remove > 0) { this.data.subList(0, remove).clear(); findBoundsByIteration(); fireSeriesChanged(); } } /** * Adds a data item to the series and sends a {@link SeriesChangeEvent} to * all registered listeners. * * @param item the (x, y) item ({@code null} not permitted). */ public void add(XYDataItem item) { // argument checking delegated... add(item, true); } /** * Adds a data item to the series and sends a {@link SeriesChangeEvent} to * all registered listeners. * * @param x the x value. * @param y the y value. */ public void add(double x, double y) { add(x, y, true); } /** * Adds a data item to the series and, if requested, sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param x the x value. * @param y the y value. * @param notify a flag that controls whether or not a * {@link SeriesChangeEvent} is sent to all registered * listeners. */ public void add(double x, double y, boolean notify) { add(Double.valueOf(x), Double.valueOf(y), notify); } /** * Adds a data item to the series and sends a {@link SeriesChangeEvent} to * all registered listeners. The unusual pairing of parameter types is to * make it easier to add {@code null} y-values. * * @param x the x value. * @param y the y value ({@code null} permitted). */ public void add(double x, Number y) { add(Double.valueOf(x), y); } /** * Adds a data item to the series and, if requested, sends a * {@link SeriesChangeEvent} to all registered listeners. The unusual * pairing of parameter types is to make it easier to add null y-values. * * @param x the x value. * @param y the y value ({@code null} permitted). * @param notify a flag that controls whether or not a * {@link SeriesChangeEvent} is sent to all registered * listeners. */ public void add(double x, Number y, boolean notify) { add(Double.valueOf(x), y, notify); } /** * Adds a new data item to the series (in the correct position if the * {@code autoSort} flag is set for the series) and sends a * {@link SeriesChangeEvent} to all registered listeners. *

* Throws an exception if the x-value is a duplicate AND the * allowDuplicateXValues flag is false. * * @param x the x-value ({@code null} not permitted). * @param y the y-value ({@code null} permitted). * * @throws SeriesException if the x-value is a duplicate and the * {@code allowDuplicateXValues} flag is not set for this series. */ public void add(Number x, Number y) { // argument checking delegated... add(x, y, true); } /** * Adds new data to the series and, if requested, sends a * {@link SeriesChangeEvent} to all registered listeners. *

* Throws an exception if the x-value is a duplicate AND the * allowDuplicateXValues flag is false. * * @param x the x-value ({@code null} not permitted). * @param y the y-value ({@code null} permitted). * @param notify a flag the controls whether or not a * {@link SeriesChangeEvent} is sent to all registered * listeners. */ public void add(Number x, Number y, boolean notify) { // delegate argument checking to XYDataItem... XYDataItem item = new XYDataItem(x, y); add(item, notify); } /** * Adds a data item to the series and, if requested, sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param item the (x, y) item ({@code null} not permitted). * @param notify a flag that controls whether or not a * {@link SeriesChangeEvent} is sent to all registered * listeners. */ public void add(XYDataItem item, boolean notify) { Args.nullNotPermitted(item, "item"); item = (XYDataItem) item.clone(); if (this.autoSort) { int index = Collections.binarySearch(this.data, item); if (index < 0) { this.data.add(-index - 1, item); } else { if (this.allowDuplicateXValues) { // need to make sure we are adding *after* any duplicates int size = this.data.size(); while (index < size && item.compareTo( this.data.get(index)) == 0) { index++; } if (index < this.data.size()) { this.data.add(index, item); } else { this.data.add(item); } } else { throw new SeriesException("X-value already exists."); } } } else { if (!this.allowDuplicateXValues) { // can't allow duplicate values, so we need to check whether // there is an item with the given x-value already int index = indexOf(item.getX()); if (index >= 0) { throw new SeriesException("X-value already exists."); } } this.data.add(item); } updateBoundsForAddedItem(item); if (getItemCount() > this.maximumItemCount) { XYDataItem removed = (XYDataItem) this.data.remove(0); updateBoundsForRemovedItem(removed); } if (notify) { fireSeriesChanged(); } } /** * Deletes a range of items from the series and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param start the start index (zero-based). * @param end the end index (zero-based). */ public void delete(int start, int end) { this.data.subList(start, end + 1).clear(); findBoundsByIteration(); fireSeriesChanged(); } /** * Removes the item at the specified index and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param index the index. * * @return The item removed. */ public XYDataItem remove(int index) { XYDataItem removed = (XYDataItem) this.data.remove(index); updateBoundsForRemovedItem(removed); fireSeriesChanged(); return removed; } /** * Removes an item with the specified x-value and sends a * {@link SeriesChangeEvent} to all registered listeners. Note that when * a series permits multiple items with the same x-value, this method * could remove any one of the items with that x-value. * * @param x the x-value. * @return The item removed. */ public XYDataItem remove(Number x) { return remove(indexOf(x)); } /** * Removes all data items from the series and sends a * {@link SeriesChangeEvent} to all registered listeners. */ public void clear() { if (this.data.size() > 0) { this.data.clear(); this.minX = Double.NaN; this.maxX = Double.NaN; this.minY = Double.NaN; this.maxY = Double.NaN; fireSeriesChanged(); } } /** * Return the data item with the specified index. * * @param index the index. * * @return The data item with the specified index. */ public XYDataItem getDataItem(int index) { XYDataItem item = (XYDataItem) this.data.get(index); return (XYDataItem) item.clone(); } /** * Return the data item with the specified index. * * @param index the index. * * @return The data item with the specified index. * * @since 1.0.14 */ XYDataItem getRawDataItem(int index) { return (XYDataItem) this.data.get(index); } /** * Returns the x-value at the specified index. * * @param index the index (zero-based). * * @return The x-value (never {@code null}). */ public Number getX(int index) { return getRawDataItem(index).getX(); } /** * Returns the y-value at the specified index. * * @param index the index (zero-based). * * @return The y-value (possibly {@code null}). */ public Number getY(int index) { return getRawDataItem(index).getY(); } /** * A function to find the minimum of two values, but ignoring any * Double.NaN values. * * @param a the first value. * @param b the second value. * * @return The minimum of the two values. */ private double minIgnoreNaN(double a, double b) { if (Double.isNaN(a)) { return b; } if (Double.isNaN(b)) { return a; } return Math.min(a, b); } /** * A function to find the maximum of two values, but ignoring any * Double.NaN values. * * @param a the first value. * @param b the second value. * * @return The maximum of the two values. */ private double maxIgnoreNaN(double a, double b) { if (Double.isNaN(a)) { return b; } if (Double.isNaN(b)) { return a; } return Math.max(a, b); } /** * Updates the value of an item in the series and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param index the item (zero based index). * @param y the new value ({@code null} permitted). * * @since 1.0.1 */ public void updateByIndex(int index, Number y) { XYDataItem item = getRawDataItem(index); // figure out if we need to iterate through all the y-values boolean iterate = false; double oldY = item.getYValue(); if (!Double.isNaN(oldY)) { iterate = oldY <= this.minY || oldY >= this.maxY; } item.setY(y); if (iterate) { findBoundsByIteration(); } else if (y != null) { double yy = y.doubleValue(); this.minY = minIgnoreNaN(this.minY, yy); this.maxY = maxIgnoreNaN(this.maxY, yy); } fireSeriesChanged(); } /** * Updates an item in the series. * * @param x the x-value ({@code null} not permitted). * @param y the y-value ({@code null} permitted). * * @throws SeriesException if there is no existing item with the specified * x-value. */ public void update(Number x, Number y) { int index = indexOf(x); if (index < 0) { throw new SeriesException("No observation for x = " + x); } updateByIndex(index, y); } /** * Adds or updates an item in the series and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param x the x-value. * @param y the y-value. * * @return The item that was overwritten, if any. * * @since 1.0.10 */ public XYDataItem addOrUpdate(double x, double y) { return addOrUpdate(Double.valueOf(x), Double.valueOf(y)); } /** * Adds or updates an item in the series and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param x the x-value ({@code null} not permitted). * @param y the y-value ({@code null} permitted). * * @return A copy of the overwritten data item, or {@code null} if no * item was overwritten. */ public XYDataItem addOrUpdate(Number x, Number y) { // defer argument checking return addOrUpdate(new XYDataItem(x, y)); } /** * Adds or updates an item in the series and sends a * {@link SeriesChangeEvent} to all registered listeners. * * @param item the data item ({@code null} not permitted). * * @return A copy of the overwritten data item, or {@code null} if no * item was overwritten. * * @since 1.0.14 */ public XYDataItem addOrUpdate(XYDataItem item) { Args.nullNotPermitted(item, "item"); if (this.allowDuplicateXValues) { add(item); return null; } // if we get to here, we know that duplicate X values are not permitted XYDataItem overwritten = null; int index = indexOf(item.getX()); if (index >= 0) { XYDataItem existing = (XYDataItem) this.data.get(index); overwritten = (XYDataItem) existing.clone(); // figure out if we need to iterate through all the y-values boolean iterate = false; double oldY = existing.getYValue(); if (!Double.isNaN(oldY)) { iterate = oldY <= this.minY || oldY >= this.maxY; } existing.setY(item.getY()); if (iterate) { findBoundsByIteration(); } else if (item.getY() != null) { double yy = item.getY().doubleValue(); this.minY = minIgnoreNaN(this.minY, yy); this.maxY = maxIgnoreNaN(this.maxY, yy); } } else { // if the series is sorted, the negative index is a result from // Collections.binarySearch() and tells us where to insert the // new item...otherwise it will be just -1 and we should just // append the value to the list... item = (XYDataItem) item.clone(); if (this.autoSort) { this.data.add(-index - 1, item); } else { this.data.add(item); } updateBoundsForAddedItem(item); // check if this addition will exceed the maximum item count... if (getItemCount() > this.maximumItemCount) { XYDataItem removed = (XYDataItem) this.data.remove(0); updateBoundsForRemovedItem(removed); } } fireSeriesChanged(); return overwritten; } /** * Returns the index of the item with the specified x-value, or a negative * index if the series does not contain an item with that x-value. Be * aware that for an unsorted series, the index is found by iterating * through all items in the series. * * @param x the x-value ({@code null} not permitted). * * @return The index. */ public int indexOf(Number x) { if (this.autoSort) { return Collections.binarySearch(this.data, new XYDataItem(x, null)); } else { for (int i = 0; i < this.data.size(); i++) { XYDataItem item = (XYDataItem) this.data.get(i); if (item.getX().equals(x)) { return i; } } return -1; } } /** * Returns a new array containing the x and y values from this series. * * @return A new array containing the x and y values from this series. * * @since 1.0.4 */ public double[][] toArray() { int itemCount = getItemCount(); double[][] result = new double[2][itemCount]; for (int i = 0; i < itemCount; i++) { result[0][i] = this.getX(i).doubleValue(); Number y = getY(i); if (y != null) { result[1][i] = y.doubleValue(); } else { result[1][i] = Double.NaN; } } return result; } /** * Returns a clone of the series. * * @return A clone of the series. * * @throws CloneNotSupportedException if there is a cloning problem. */ @Override public Object clone() throws CloneNotSupportedException { XYSeries clone = (XYSeries) super.clone(); clone.data = (List) ObjectUtils.deepClone(this.data); return clone; } /** * Creates a new series by copying a subset of the data in this time series. * * @param start the index of the first item to copy. * @param end the index of the last item to copy. * * @return A series containing a copy of this series from start until end. * * @throws CloneNotSupportedException if there is a cloning problem. */ public XYSeries createCopy(int start, int end) throws CloneNotSupportedException { XYSeries copy = (XYSeries) super.clone(); copy.data = new java.util.ArrayList(); if (this.data.size() > 0) { for (int index = start; index <= end; index++) { XYDataItem item = (XYDataItem) this.data.get(index); XYDataItem clone = (XYDataItem) item.clone(); try { copy.add(clone); } catch (SeriesException e) { throw new RuntimeException( "Unable to add cloned data item.", e); } } } return copy; } /** * Tests this series for equality with an arbitrary object. * * @param obj the object to test against for equality * ({@code null} permitted). * * @return A boolean. */ @Override public boolean equals(Object obj) { if (obj == this) { return true; } if (!(obj instanceof XYSeries)) { return false; } if (!super.equals(obj)) { return false; } XYSeries that = (XYSeries) obj; if (this.maximumItemCount != that.maximumItemCount) { return false; } if (this.autoSort != that.autoSort) { return false; } if (this.allowDuplicateXValues != that.allowDuplicateXValues) { return false; } if (!ObjectUtils.equal(this.data, that.data)) { return false; } return true; } /** * Returns a hash code. * * @return A hash code. */ @Override public int hashCode() { int result = super.hashCode(); // it is too slow to look at every data item, so let's just look at // the first, middle and last items... int count = getItemCount(); if (count > 0) { XYDataItem item = getRawDataItem(0); result = 29 * result + item.hashCode(); } if (count > 1) { XYDataItem item = getRawDataItem(count - 1); result = 29 * result + item.hashCode(); } if (count > 2) { XYDataItem item = getRawDataItem(count / 2); result = 29 * result + item.hashCode(); } result = 29 * result + this.maximumItemCount; result = 29 * result + (this.autoSort ? 1 : 0); result = 29 * result + (this.allowDuplicateXValues ? 1 : 0); return result; } }





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