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Make the remaining shared node lookups faster
Encode the shared nodes as quadkeys, as the comment on struct node already said they were, with a branch-free bit interleave, so that vertices that are near each other are near each other in the sorted list too. Search the list with an inlined std::lower_bound instead of bsearch. Size the Bloom filter by the number of nodes, at about 16 bits each and at most 32MB, instead of always using 34MB, so that it can usually stay in the cache, and set three bits for each node, chosen by a mixing hash, within a single 64-bit word, so that each check still touches only one cache line but has far fewer false positives than a single bit. In the pass that marks the vertices with whether they are shared nodes, this is about 1.7x faster with 70 thousand nodes and 1.9x faster with 3 million. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01P2nBqZisxNQfmEmon3vE9v
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+38
-5
@@ -7,6 +7,7 @@
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#include <cstdio>
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#include <unistd.h>
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#include <cmath>
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#include <cstring>
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#include <limits.h>
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#include <sqlite3.h>
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#include <mapbox/geometry/point.hpp>
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@@ -219,16 +220,48 @@ drawvec impose_tile_boundaries(const drawvec &geom, long long extent) {
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return out;
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}
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// Where a shared node goes in the Bloom filter: three bits, all within the same
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// 64-bit word, so that checking for a node only touches one cache line.
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static void shared_node_bloom_bits(unsigned long long index, size_t bloom_size, size_t *word, unsigned long long *mask) {
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// splitmix64 finalizer, to spread out the index, whose low bits are
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// mostly zero because of the geometry scale
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unsigned long long h = index;
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h ^= h >> 30;
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h *= 0xBF58476D1CE4E5B9ULL;
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h ^= h >> 27;
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h *= 0x94D049BB133111EBULL;
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h ^= h >> 31;
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*word = ((h >> 32) * (unsigned long long) (bloom_size / sizeof(unsigned long long))) >> 32;
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*mask = (1ULL << (h & 63)) | (1ULL << ((h >> 6) & 63)) | (1ULL << ((h >> 12) & 63));
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}
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void add_shared_node_to_bloom(std::string &shared_nodes_bloom, unsigned long long index) {
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size_t word;
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unsigned long long mask, bits;
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shared_node_bloom_bits(index, shared_nodes_bloom.size(), &word, &mask);
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memcpy(&bits, shared_nodes_bloom.data() + word * sizeof(bits), sizeof(bits));
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bits |= mask;
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memcpy(&shared_nodes_bloom[0] + word * sizeof(bits), &bits, sizeof(bits));
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}
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// Is the vertex at world coordinates wx, wy one of the nodes in the global list of shared nodes?
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bool is_shared_node(long long wx, long long wy, struct node const *shared_nodes_map, size_t nodepos, std::string const &shared_nodes_bloom) {
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struct node n;
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n.index = encode_vertex((unsigned) wx, (unsigned) wy);
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size_t bloom_ix = n.index % (shared_nodes_bloom.size() * 8);
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unsigned char bloom_mask = 1 << (bloom_ix & 7);
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bloom_ix >>= 3;
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if (shared_nodes_bloom[bloom_ix] & bloom_mask) {
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if (bsearch(&n, shared_nodes_map, nodepos / sizeof(node), sizeof(node), nodecmp) != NULL) {
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size_t word;
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unsigned long long mask, bits;
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shared_node_bloom_bits(n.index, shared_nodes_bloom.size(), &word, &mask);
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memcpy(&bits, shared_nodes_bloom.data() + word * sizeof(bits), sizeof(bits));
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if ((bits & mask) == mask) {
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struct node const *end = shared_nodes_map + nodepos / sizeof(node);
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struct node const *found = std::lower_bound(shared_nodes_map, end, n.index, [](struct node const &a, unsigned long long b) {
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return a.index < b;
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});
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if (found != end && found->index == n.index) {
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return true;
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}
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}
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