cugraph_service_client.remote_graph.RemoteGraph

class cugraph_service_client.remote_graph.RemoteGraph(cgs_client, cgs_graph_id)

Attributes:

edge_property_names

Return a Python list of edge property names.

edge_types

The set of edge type names

graph_info

has_properties

vertex_property_names

Return a Python list of vertex property names.

vertex_types

The set of vertex type names

Methods

add_edge_data(dataframe, vertex_col_names[, ...])	Add a dataframe describing edge properties to the PropertyGraph.
add_vertex_data(dataframe, vertex_col_name)	Add a dataframe describing vertex properties to the PropertyGraph.
annotate_dataframe(df, G, edge_vertex_col_names)	Add properties to df that represent the vertices and edges in graph G.
edges([backend])	Parameters:
extract_subgraph([create_using, selection, ...])	Return a subgraph of the overall PropertyGraph containing vertices and edges that match a selection.
get_edge_data([edge_ids, types, columns, ...])	Return a dataframe containing edge properties for only the specified edge_ids, columns, and/or edge type, or all edge IDs if not specified.
get_num_edges([type])	Return the number of all edges or edges of a given type.
get_num_vertices([type, include_edge_data])	Return the number of all vertices or vertices of a given type.
get_vertex_data([vertex_ids, types, ...])	Gets a DataFrame containing vertex properties
get_vertices([selection, backend])	Parameters:
renumber_edges_by_type([prev_id_column, backend])	Renumber edge IDs to be contiguous by type.
renumber_vertices_by_type([prev_id_column, ...])	Renumber vertex IDs to be contiguous by type.
select_edges(expr)	Evaluate expr and return a PropertySelection object representing the edges that match the expression.
select_vertices(expr[, from_previous_selection])	Evaluate expr and return a PropertySelection object representing the vertices that match the expression.
vertices_ids()	Alias for get_vertices()

has_isolated_vertices
is_bipartite
is_directed
is_multi_gpu
is_multigraph
is_multipartite
is_remote
is_weighted
number_of_edges
number_of_vertices
to_directed
to_undirected

__init__(cgs_client, cgs_graph_id)

Methods

__init__(cgs_client, cgs_graph_id)
add_edge_data(dataframe, vertex_col_names[, ...])	Add a dataframe describing edge properties to the PropertyGraph.
add_vertex_data(dataframe, vertex_col_name)	Add a dataframe describing vertex properties to the PropertyGraph.
annotate_dataframe(df, G, edge_vertex_col_names)	Add properties to df that represent the vertices and edges in graph G.
edges([backend])	Parameters:
extract_subgraph([create_using, selection, ...])	Return a subgraph of the overall PropertyGraph containing vertices and edges that match a selection.
get_edge_data([edge_ids, types, columns, ...])	Return a dataframe containing edge properties for only the specified edge_ids, columns, and/or edge type, or all edge IDs if not specified.
get_num_edges([type])	Return the number of all edges or edges of a given type.
get_num_vertices([type, include_edge_data])	Return the number of all vertices or vertices of a given type.
get_vertex_data([vertex_ids, types, ...])	Gets a DataFrame containing vertex properties
get_vertices([selection, backend])	Parameters:
has_isolated_vertices()
is_bipartite()
is_directed()
is_multi_gpu()
is_multigraph()
is_multipartite()
is_remote()
is_weighted()
number_of_edges()
number_of_vertices()
renumber_edges_by_type([prev_id_column, backend])	Renumber edge IDs to be contiguous by type.
renumber_vertices_by_type([prev_id_column, ...])	Renumber vertex IDs to be contiguous by type.
select_edges(expr)	Evaluate expr and return a PropertySelection object representing the edges that match the expression.
select_vertices(expr[, from_previous_selection])	Evaluate expr and return a PropertySelection object representing the vertices that match the expression.
to_directed()
to_undirected()
vertices_ids()	Alias for get_vertices()

Attributes

dst_col_name
edge_id_col_name
edge_property_names	Return a Python list of edge property names.
edge_types	The set of edge type names
graph_info
has_properties
src_col_name
type_col_name
vertex_col_name
vertex_property_names	Return a Python list of vertex property names.
vertex_types	The set of vertex type names
weight_col_name