kwant.graph.CGraph

class kwant.graph.CGraph

Bases: object

A compressed graph which can be efficiently queried for the existence of edges and outgoing neighbors.

Objects of this class do not initialize the members themselves, but expect that they hold usable values. A good way to create them is by compressing a Graph.

Iterating over a graph yields a sequence of (tail, head) pairs of all edges. The number of an edge in this sequence equals its edge ID. The built-in function enumerate can thus be used to easily iterate over all edges along with their edge IDs.

Methods

all_edge_ids()

Return an iterator over all edge IDs of edges with a given tail and head.

Parameters

• tail (integer) –

• head (integer) –

Returns

edge_id

Return type

integer

Raises

• NodeDoesNotExist –

• EdgeDoesNotExistError –

• DisabledFeatureError – If tail is negative and the graph is not two-way compressed.

edge_id()

Return the edge ID of an edge given its sequential number.

Parameters

edge_nr (integer) –

Returns

edge_id

Return type

integer

Raises

• DisabledFeatureError – If edge_nr_translation was not enabled during graph compression.

• EdgeDoesNotExistError –

first_edge_id()

Return the edge ID of the first edge (tail, head).

Parameters

• tail (integer) –

• head (integer) –

Returns

edge_id

Return type

integer

Raises

• NodeDoesNotExist –

• EdgeDoesNotExistError –

• DisabledFeatureError – If tail is negative and the graph is not two-way compressed.

Notes

This method is useful for graphs where each edge occurs only once.

has_dangling_edges()

has_edge()

Does the graph contain the edge (tail, head)?

Parameters

• tail (integer) –

• head (integer) –

Returns

had_edge

Return type

boolean

Raises

• NodeDoesNotExistError –

• EdgeDoesNotExistError –

• DisabledFeatureError – If tail is negative and the graph is not two-way compressed.

head()

Return the head of an edge, given its edge ID.

Parameters

edge_id (integer) –

Raises

EdgeDoesNotExistError –

Notes

This method executes in constant time. It works for all edge IDs, returning both positive and negative heads.

in_edge_ids()

Return the IDs of incoming edges of a node.

Parameters

node (integer) –

Returns

edge_ids

Return type

sequence of integers

Raises

• NodeDoesNotExistError –

• DisabledFeatureError – If the graph is not two-way compressed.

in_neighbors()

Return the nodes which point to a node.

Parameters

node (integer) –

Returns

nodes

Return type

sequence of integers

Raises

• NodeDoesNotExistError –

• DisabledFeatureError – If the graph is not two-way compressed.

out_edge_ids()

Return the IDs of outgoing edges of node.

Parameters

node (integer) –

Returns

edge_ids

Return type

sequence of integers

Raises

NodeDoesNotExistError –

out_neighbors()

Return the nodes a node points to.

Parameters

node (integer) –

Returns

nodes

Return type

sequence of integers

Raises

NodeDoesNotExistError –

tail()

Return the tail of an edge, given its edge ID.

Parameters

edge_id (integer) –

Returns

• tail (integer) – If the edge exists and is positive.

• None – If the tail is negative.

Raises

EdgeDoesNotExistError –

Notes

The average performance of this method is O(log num_nodes) for non-negative tails and O(1) for negative ones.

write_dot()

Write a representation of the graph in dot format to file.

Parameters

file (file-like object) –

Notes

That resulting file can be visualized with dot(1) or neato(1) form the graphviz package.

Attributes

edge_nr_translation

num_edges

num_nodes

num_px_edges

num_xp_edges

twoway