Graphs
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template<std::unsigned_integral Idx, typename Alloc = HugepageAllocator<Idx>>
class SimpleGraph : public svs::graphs::SimpleGraphBase<Idx, data::SimpleData<Idx, Dynamic, HugepageAllocator<Idx>>> Simple graph representation.
This data structure represents a graph using a single large allocation and a set maximum degree. Accessing adjacency lists takes
O(1)
time. Only out-bound edges are stored.- Template Parameters:
Idx – The integer type used to encode vertices in this graph.
Public Types
Public Functions
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inline explicit SimpleGraph(size_t num_nodes, size_t max_degree)
Consturct a new empty graph.
- Parameters:
num_nodes – The number of nodes in the graph.
max_degree – The maximum allowable degree in the graph.
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inline const_reference get_node(Idx i) const
Return the outward adjacency list for vertex
i
.- Parameters:
i – The vertex to get the ID for.
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inline bool has_edge(Idx src, Idx dst) const
Return whether or not the adjacency list has an edge from
src
todst
.Complexity: Linear in the maximum degree.
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inline void clear_node(Idx i)
Remove all outgoing neighbors from node
i
.Note: As an implementation detail, this method doesn’t mutate the actual adjacency list. Instead, it simply sets the number of neighbors to zero.
The complexity of this operation is
O(1)
.
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inline void reset()
Remove all edges from the graph.
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inline void replace_node(Idx i, const std::vector<Idx> &new_neighbors)
Replace the adjacency list for vertex
i
.Takes at most
max_degree()
elements fromnew_neighbors
. May silently drop any excess neighbors.Preconditions:
All elements of
new_neighbors
must be between 0 andn_nodes()
All elements of
new_neighbors
must be unique.
- Parameters:
i – The vertex whose adjacency list is being modified.
new_neighbors – The new adjacency list for vertex
i
.
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inline size_t add_edge(Idx src, Idx dst)
Add an edge from vertex
src
to vertexdst
.The adjacency list of
src
will be left unchanged if:src == dst
(no self assignment)get_node_degree(src) == max_degree()
(adjacency list is already full)dst
is already an out-neighbor ofsrc
.
- Parameters:
src – The source vertex.
dst – The destination vertex.
- Returns:
The number of out neighbors of
src
afterdst
is inserted.
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inline size_t max_degree() const
Return the maximum out-degree this graph is capable of containing.
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inline size_t n_nodes() const
Return the number of vertices currently in the graph.
Graph Loading
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template<typename Idx = uint32_t>
struct GraphLoader Loader for SVS graphs.
- Template Parameters:
Idx – The type used to encode nodes in the graph.
Public Functions
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inline GraphLoader(const std::filesystem::path &path)
Construct a new GraphLoader.
The saved graph directory will generally be created when saving a graph based index. The
path
argument should be this directory.- Parameters:
path – The file path to the graph directory on disk.
-
inline return_type load() const
Load the graph into memory.
Note
The various graph implementations given above are all instances of the more general concept svs::graphs::ImmutableMemoryGraph
.
Where possible, this concept is use to constrain template arguments, allowing for future custom implementations.