org.openimaj.ml.sketch.SummarySketcher Maven / Gradle / Ivy
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The twitter project contains tools with which to read
JSON data from the twitter API and process the data.
/**
* Copyright (c) 2012, The University of Southampton and the individual contributors.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the University of Southampton nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.openimaj.ml.sketch;
/**
* As described by: http://lkozma.net/blog/sketching-data-structures/
*
* "Sketching" data structures store a summary of a data set in situations where
* the whole data would be prohibitively costly to store (at least in a
* fast-access place like the memory as opposed to the hard disk).
*
* @author Sina Samangooei ([email protected])
*
* @param
* the type of data being accumulated into the summary
* @param
* the value type of the summary being sketched
*
*/
public interface SummarySketcher /* extends Sketcher, V> */{
/**
* @param data
* update the sketch with this data
* @param value
* the value to update with
*/
public void update(T data, V value);
/**
* @param data
* the data to query with
* @return the value to return
*/
public V query(T data);
}