diff options
Diffstat (limited to 'BFS/support/graph.h')
-rw-r--r-- | BFS/support/graph.h | 116 |
1 files changed, 116 insertions, 0 deletions
diff --git a/BFS/support/graph.h b/BFS/support/graph.h new file mode 100644 index 0000000..f89ff5c --- /dev/null +++ b/BFS/support/graph.h @@ -0,0 +1,116 @@ + +#ifndef _GRAPH_H_ +#define _GRAPH_H_ + +#include <assert.h> +#include <stdio.h> + +#include "common.h" +#include "utils.h" + +struct COOGraph { + uint32_t numNodes; + uint32_t numEdges; + uint32_t* nodeIdxs; + uint32_t* neighborIdxs; +}; + +struct CSRGraph { + uint32_t numNodes; + uint32_t numEdges; + uint32_t* nodePtrs; + uint32_t* neighborIdxs; +}; + +static struct COOGraph readCOOGraph(const char* fileName) { + + struct COOGraph cooGraph; + + // Initialize fields + FILE* fp = fopen(fileName, "r"); + uint32_t numNodes, numCols; + assert(fscanf(fp, "%u", &numNodes)); + assert(fscanf(fp, "%u", &numCols)); + if(numNodes == numCols) { + cooGraph.numNodes = numNodes; + } else { + PRINT_WARNING(" Adjacency matrix is not square. Padding matrix to be square."); + cooGraph.numNodes = (numNodes > numCols)? numNodes : numCols; + } + if(cooGraph.numNodes%64 != 0) { + PRINT_WARNING(" Adjacency matrix dimension is %u which is not a multiple of 64 nodes.", cooGraph.numNodes); + cooGraph.numNodes += (64 - cooGraph.numNodes%64); + PRINT_WARNING(" Padding to %u which is a multiple of 64 nodes.", cooGraph.numNodes); + } + assert(fscanf(fp, "%u", &cooGraph.numEdges)); + cooGraph.nodeIdxs = (uint32_t*) malloc(cooGraph.numEdges*sizeof(uint32_t)); + cooGraph.neighborIdxs = (uint32_t*) malloc(cooGraph.numEdges*sizeof(uint32_t)); + + // Read the neighborIdxs + for(uint32_t edgeIdx = 0; edgeIdx < cooGraph.numEdges; ++edgeIdx) { + uint32_t nodeIdx; + assert(fscanf(fp, "%u", &nodeIdx)); + cooGraph.nodeIdxs[edgeIdx] = nodeIdx; + uint32_t neighborIdx; + assert(fscanf(fp, "%u", &neighborIdx)); + cooGraph.neighborIdxs[edgeIdx] = neighborIdx; + } + + return cooGraph; + +} + +static void freeCOOGraph(struct COOGraph cooGraph) { + free(cooGraph.nodeIdxs); + free(cooGraph.neighborIdxs); +} + +static struct CSRGraph coo2csr(struct COOGraph cooGraph) { + + struct CSRGraph csrGraph; + + // Initialize fields + csrGraph.numNodes = cooGraph.numNodes; + csrGraph.numEdges = cooGraph.numEdges; + csrGraph.nodePtrs = (uint32_t*) calloc(ROUND_UP_TO_MULTIPLE_OF_2(csrGraph.numNodes + 1), sizeof(uint32_t)); + csrGraph.neighborIdxs = (uint32_t*)malloc(ROUND_UP_TO_MULTIPLE_OF_8(csrGraph.numEdges*sizeof(uint32_t))); + + // Histogram nodeIdxs + for(uint32_t i = 0; i < cooGraph.numEdges; ++i) { + uint32_t nodeIdx = cooGraph.nodeIdxs[i]; + csrGraph.nodePtrs[nodeIdx]++; + } + + // Prefix sum nodePtrs + uint32_t sumBeforeNextNode = 0; + for(uint32_t nodeIdx = 0; nodeIdx < csrGraph.numNodes; ++nodeIdx) { + uint32_t sumBeforeNode = sumBeforeNextNode; + sumBeforeNextNode += csrGraph.nodePtrs[nodeIdx]; + csrGraph.nodePtrs[nodeIdx] = sumBeforeNode; + } + csrGraph.nodePtrs[csrGraph.numNodes] = sumBeforeNextNode; + + // Bin the neighborIdxs + for(uint32_t i = 0; i < cooGraph.numEdges; ++i) { + uint32_t nodeIdx = cooGraph.nodeIdxs[i]; + uint32_t neighborListIdx = csrGraph.nodePtrs[nodeIdx]++; + csrGraph.neighborIdxs[neighborListIdx] = cooGraph.neighborIdxs[i]; + } + + // Restore nodePtrs + for(uint32_t nodeIdx = csrGraph.numNodes - 1; nodeIdx > 0; --nodeIdx) { + csrGraph.nodePtrs[nodeIdx] = csrGraph.nodePtrs[nodeIdx - 1]; + } + csrGraph.nodePtrs[0] = 0; + + return csrGraph; + +} + +static void freeCSRGraph(struct CSRGraph csrGraph) { + free(csrGraph.nodePtrs); + free(csrGraph.neighborIdxs); +} + +#endif + |