/////////////////////////////////////////////////////////////////////// // File: indexmapbidi.h // Description: Bi-directional mapping between a sparse and compact space. // Author: rays@google.com (Ray Smith) // Created: Tue Apr 06 11:33:59 PDT 2010 // // (C) Copyright 2010, Google Inc. // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // /////////////////////////////////////////////////////////////////////// #ifndef TESSERACT_CCUTIL_INDEXMAPBIDI_H_ #define TESSERACT_CCUTIL_INDEXMAPBIDI_H_ #include #include "genericvector.h" namespace tesseract { class IndexMapBiDi; // Bidirectional one-to-one mapping between a sparse and a compact discrete // space. Many entries in the sparse space are unmapped, but those that are // mapped have a 1-1 mapping to (and from) the compact space, where all // values are used. This is useful for forming subsets of larger collections, // such as subsets of character sets, or subsets of binary feature spaces. // // This base class provides basic functionality with binary search for the // SparseToCompact mapping to save memory. // For a faster inverse mapping, or to allow a many-to-one mapping, use // IndexMapBiDi below. // NOTE: there are currently no methods to setup an IndexMap on its own! // It must be initialized by copying from an IndexMapBiDi or by DeSerialize. class IndexMap { public: virtual ~IndexMap() {} // SparseToCompact takes a sparse index to an index in the compact space. // Uses a binary search to find the result. For faster speed use // IndexMapBiDi, but that takes more memory. virtual int SparseToCompact(int sparse_index) const; // CompactToSparse takes a compact index to the corresponding index in the // sparse space. int CompactToSparse(int compact_index) const { return compact_map_[compact_index]; } // The size of the sparse space. virtual int SparseSize() const { return sparse_size_; } // The size of the compact space. int CompactSize() const { return compact_map_.size(); } // Copy from the input. void CopyFrom(const IndexMap& src); void CopyFrom(const IndexMapBiDi& src); // Writes to the given file. Returns false in case of error. bool Serialize(FILE* fp) const; // Reads from the given file. Returns false in case of error. // If swap is true, assumes a big/little-endian swap is needed. bool DeSerialize(bool swap, FILE* fp); protected: // The sparse space covers integers in the range [0, sparse_size_-1]. int sparse_size_; // The compact space covers integers in the range [0, compact_map_.size()-1]. // Each element contains the corresponding sparse index. GenericVector compact_map_; }; // Bidirectional many-to-one mapping between a sparse and a compact discrete // space. As with IndexMap, many entries may be unmapped, but unlike IndexMap, // of those that are, many may be mapped to the same compact index. // If the map is many-to-one, it is not possible to directly obtain all the // sparse indices that map to a single compact index. // This map is time- rather than space-efficient. It stores the entire sparse // space. // IndexMapBiDi may be initialized in one of 3 ways: // 1. Init(size, true); // Setup(); // Sets a complete 1:1 mapping with no unmapped elements. // 2. Init(size, false); // for ... SetMap(index, true); // Setup(); // Specifies precisely which sparse indices are mapped. The mapping is 1:1. // 3. Either of the above, followed by: // for ... Merge(index1, index2); // CompleteMerges(); // Allows a many-to-one mapping by merging compact space indices. class IndexMapBiDi : public IndexMap { public: virtual ~IndexMapBiDi() {} // Top-level init function in a single call to initialize a map to select // a single contiguous subrange [start, end) of the sparse space to be mapped // 1 to 1 to the compact space, with all other elements of the sparse space // left unmapped. // No need to call Setup after this. void InitAndSetupRange(int sparse_size, int start, int end); // Initializes just the sparse_map_ to the given size with either all // forward indices mapped (all_mapped = true) or none (all_mapped = false). // Call Setup immediately after, or make calls to SetMap first to adjust the // mapping and then call Setup before using the map. void Init(int size, bool all_mapped); // Sets a given index in the sparse_map_ to be mapped or not. void SetMap(int sparse_index, bool mapped); // Sets up the sparse_map_ and compact_map_ properly after Init and // some calls to SetMap. Assumes an ordered 1-1 map from set indices // in the sparse space to the compact space. void Setup(); // Merges the two compact space indices. May be called many times, but // the merges must be concluded by a call to CompleteMerges. // Returns true if a merge was actually performed. bool Merge(int compact_index1, int compact_index2); // Returns true if the given compact index has been deleted. bool IsCompactDeleted(int index) const { return MasterCompactIndex(index) < 0; } // Completes one or more Merge operations by further compacting the // compact space. void CompleteMerges(); // SparseToCompact takes a sparse index to an index in the compact space. virtual int SparseToCompact(int sparse_index) const { return sparse_map_[sparse_index]; } // The size of the sparse space. virtual int SparseSize() const { return sparse_map_.size(); } // Copy from the input. void CopyFrom(const IndexMapBiDi& src); // Writes to the given file. Returns false in case of error. bool Serialize(FILE* fp) const; // Reads from the given file. Returns false in case of error. // If swap is true, assumes a big/little-endian swap is needed. bool DeSerialize(bool swap, FILE* fp); // Bulk calls to SparseToCompact. // Maps the given array of sparse indices to an array of compact indices. // Assumes the input is sorted. The output indices are sorted and uniqued. // Return value is the number of "missed" features, being features that // don't map to the compact feature space. int MapFeatures(const GenericVector& sparse, GenericVector* compact) const; private: // Returns the master compact index for a given compact index. // During a multiple merge operation, several compact indices may be // combined, so we need to be able to find the master of all. int MasterCompactIndex(int compact_index) const { while (compact_index >= 0 && sparse_map_[compact_map_[compact_index]] != compact_index) compact_index = sparse_map_[compact_map_[compact_index]]; return compact_index; } // Direct look-up of the compact index for each element in sparse space. GenericVector sparse_map_; }; } // namespace tesseract. #endif // TESSERACT_CCUTIL_INDEXMAPBIDI_H_