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Base interfaces and data structures for defining a deduplication workflow.
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/*
* MIT License
*
* Copyright (c) 2019 bakdata GmbH
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
package com.bakdata.dedupe.deduplication.offline;
/**
* A full offline deduplication process, which ensures that no duplicate record is in the results.
* Consider a dataset of records A, B, A' and A, A' being duplicates. The resulting dataset will be B, A", where A"
* is a suitable representation of A and A'.
* The actual implementation may use any means necessary to find duplicates, to ensure proper transitivity ((A,B) is
* duplicate and (B,C) is duplicate implies that (A,C) is duplicate), and to give a resulting representation.
*
* @implSpec For offline algorithms, the general assumption is that they work stateless. Derivations need to be
* documented.
*/
@FunctionalInterface
public interface OfflineDeduplication extends com.bakdata.dedupe.deduplication.Deduplication {
}
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