1 | /* |
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2 | * Sparse Matrix class implemented in DOK format. |
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3 | * |
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4 | * The DOK (dictionary of keys) format is implemented using |
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5 | * uthash, which is a doubly linked list and also a hash table. |
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6 | * The hash table is populated by 'edge_t' objects which contain |
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7 | * a key specifying the (i,j) index of the matrix, and the value |
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8 | * at that index. If no entry exists, the value is assumed 0. |
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9 | * |
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10 | * The functions in this class which create new objects return |
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11 | * pointers to new malloced memory, which much be cleaned up. |
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12 | * |
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13 | * Padarn Wilson, ANU 2012 |
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14 | */ |
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15 | |
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16 | |
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17 | #include <stdio.h> /* gets */ |
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18 | #include <stdlib.h> /* atoi, malloc */ |
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19 | #include <string.h> /* strcpy */ |
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20 | #include "math.h" |
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21 | #include "uthash.h" /* in utilities */ |
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22 | #include "sparse_csr.h" |
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23 | |
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24 | #ifndef SPARSE_DOK_H |
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25 | #define SPARSE_DOK_H |
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26 | |
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27 | // Struct edge_key_t to store the i,j position in the matrix within |
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28 | // a key of the hashtable |
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29 | typedef struct { |
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30 | int i; |
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31 | int j; |
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32 | } edge_key_t; |
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33 | |
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34 | // Struct edge_t is a basic element of the hash table. By including |
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35 | // the UT_hash_handle variable, it can be used in the methods defined |
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36 | // for uthash hashtables |
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37 | typedef struct { |
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38 | edge_key_t key; /* key of form i , j */ |
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39 | double entry; /* the value stored at this entry */ |
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40 | UT_hash_handle hh; /* makes this structure hashable */ |
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41 | } edge_t; |
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42 | |
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43 | // Struct sparse_dok defining a sparse matrix. Keeps track of the |
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44 | // number of entries and rows in the matrix, and stores the hashtable. |
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45 | // PADARN NOTE: For efficiency, it might be sensible to pre-allocated |
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46 | // the max number of rows/cols in the hash table, so that the hash table |
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47 | // can be made an appropriate size. |
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48 | typedef struct { |
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49 | edge_t *edgetable; |
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50 | int num_entries; |
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51 | int num_rows; |
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52 | } sparse_dok; |
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53 | |
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54 | // 'Constructor' function. Returns pointer to new malloced memory, with |
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55 | // appropriate initilisation. |
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56 | sparse_dok * make_dok(); |
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57 | |
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58 | // --------------- Hashtable Functions ----------------- |
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59 | |
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60 | // find_dok_entry - Find pointer to hash table member with given key, |
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61 | // return NULL if member does not exist. |
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62 | edge_t *find_dok_entry(sparse_dok * edgetable,edge_key_t key); |
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63 | |
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64 | // add_dok_entry - Add new entry to the hash table with given key, holding |
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65 | // the specified value. If entry already exists value is added to current |
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66 | // value. If entry already exists and this function causes the value to become |
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67 | // zero, the entry is removed. |
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68 | void add_dok_entry(sparse_dok * edgetable,edge_key_t key, double value); |
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69 | |
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70 | // delete_dok_entry - Remove an edge from the hash table. Implicitly sets |
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71 | // the corresponding entry in the matrix to zero. |
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72 | void delete_dok_entry(sparse_dok * edgetable,edge_t *edge); |
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73 | |
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74 | // delete_all - Remove all edges from the hash table. Used to do clean up |
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75 | void delete_all(sparse_dok * edgetable); |
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76 | |
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77 | // delete_dok_matrix - Free all the memory associated with struct and |
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78 | // set pointer to Null. |
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79 | void delete_dok_matrix(sparse_dok * mat); |
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80 | |
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81 | // print_dok_entries - Print out all of the stored entries in the hash |
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82 | // table sorted by their key, along with their value. |
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83 | void print_dok_entries(sparse_dok * edgetable); |
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84 | |
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85 | // key_sort - Compare the relative size of two keys, used for sorting |
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86 | // PADARN NOTE: Does not need to be in header. |
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87 | int key_sort(edge_t *a, edge_t *b); |
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88 | |
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89 | // sort_by_key - Sort the linked list of the hash table by their key |
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90 | // values and the key_sort function. |
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91 | void sort_by_key(sparse_dok * hashtable); |
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92 | |
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93 | // --------------- Matrix Functions --------------------- |
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94 | |
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95 | // convert_to_csr_ptr - Convert the DOK format matrix into CSR format. The |
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96 | // new matrix is stored in the (already allocated) input pointer. The old |
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97 | // pointer is not freed, and should be cleaned up manually. |
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98 | void convert_to_csr_ptr(sparse_csr * new_csr,sparse_dok * hashtable); |
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99 | |
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100 | // add_sparse_dok - Perform a linear addition on two dok_matricies A=a*A+b*B. |
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101 | // The result is stored in the first input sparse_dok. The second sparse_dok is |
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102 | // not freed and should be cleaned up manually. |
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103 | // Note: No size conditions are imposed on the matricies, so potentially different |
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104 | // sized matricies can be combined. |
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105 | void add_sparse_dok(sparse_dok * dok1,double mult1,sparse_dok * dok2,double mult2); |
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106 | |
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107 | // get_dok_rows -- Return the number of rows currently stored in the matrix |
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108 | int get_dok_rows(sparse_dok * dok); |
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109 | |
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110 | #endif |
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