DiagrammeR Versions Save

Graph and network visualization using tabular data in R

v0.9.0

7 years ago
  • Modified basic structure of node and edge data frames such that ID values are automatically set as integer values
  • Just as nodes do, edges now have edge ID values (they can be obtained using get_edge_ids() and they can be used directly in the select_edges_by_edge_id() function)
  • When created, a graph object automatically generates a graph ID and graph name (which can be modified using set_graph_name())
  • So long as node label values are unique, they may now be used to compose edges using the add_edge() function with use_labels = TRUE
  • Quickly and flexibly add color to nodes and edges using the colorize_node_attrs() and colorize_edge_attrs() functions
  • Added functions to selectively modify existing node and edge attributes: copy_[node/edge]_attrs(), drop_[node/edge]_attrs(), mutate_[node/edge]_attrs(), recode_[node/edge]_attrs(), rename_[node/edge]_attrs(), and rescale_[node/edge]_attrs().
  • New node and edge attributes can now be easily added to a graph via a data frame using the join_node_attrs() and join_edge_attrs() functions
  • Several graph generators are available for quickly adding graph primitives to a graph object (add_balanced_tree(), add_cycle(), add_full_graph(), add_path(), add_prism(), and add_star())
  • All traversal functions can now migrate numeric node or edge attribute values to the traversed edges (e.g., trav_out_edge(), trav_in_node()) by providing an attribute name to copy_attrs_from; for those traversal functions where nodes or edges may receive multiple values, one can specify an aggregation type in their agg argument (e.g,. trav_in_node(), trav_both_edge())
  • Multiple conditions can be specified for all traversal types, plus, they are now much easier to write
  • Added the mk_cond() helper function for creating conditions for any of the traversal functions (trav_...()), and, the select_nodes() and select_edges() functions; this helper allows for easier composition of selection/traversal conditions using variables and/or function calls
  • With a selection of edges one can now use select_rev_edges_ws() to transform that selection to that of the selected edges' reverse edges (where available); the option is there to add the reverse edges to the edge selection or to simply replace the current selection
  • Caching attributes for later use has been made simpler with a collection of cache_...() functions (or, set the cache explicitly using set_cache()); get the graph's cache using the get_cache() function
  • Added functions to allow for layout control of nodes (set_node_position(), layout_nodes_w_string(), nudge_node_positions())
  • Added functions to convert DiagrammeR graphs to igraph graphs and vice versa (to_igraph(), from_igraph())
  • Now you can create a graph from an adjacency matrix (from_adj_matrix())
  • Added functions to get community membership with a variety of algorithms: get_cmty_edge_btwns(), get_cmty_fast_greedy(), get_cmty_l_eigenvec(), get_cmty_louvain(), and get_cmty_walktrap().
  • Added functions to determine similarity coefficient scores for graph nodes: get_dice_similarity() and get_jaccard_similarity().
  • Constraint scores for nodes can now be determined using the get_constraint() function
  • Functions for getting information on nodes neighbors have been added: get_nbrs(), get_non_nbrs(), get_similar_nbrs().
  • Groups of nodes that are weakly or strongly connected components can be determined using the get_w_connected_cmpts() and get_s_connected_cmpts() functions
  • Get articulation points (i.e., nodes that, when removed, disconnect the graph) with the get_articulation_points() function
  • Obtain centrality measures for graph nodes using the get_closeness() and get_betweenness() functions
  • Get the minimum-spanning tree subgraph from a graph with weighted edges using the get_min_spanning_tree() function
  • The edge direction may be reversed for an entire graph (rev_edge_dir()) or for part of a graph using an edge selection (rev_edge_dir_ws())
  • Depth-first search and breadth-first search algorithms are available in the do_dfs() and do_bfs() functions
  • Degree data for plots can now be easily obtained using the get_degree_distribution() and get_degree_histogram() functions
  • Global graph attributes are now more easily modifiable using a set of functions for this purpose: add_global_graph_attrs(), clear_global_graph_attrs(), delete_global_graph_attrs(), get_global_graph_attrs(), set_global_graph_attrs()
  • Added option to display different text labels on nodes via the display node attribute; this is easily set with the set_node_attr_to_display() function
  • Rewrote many graph functions (e.g. traversals) so that they are faster for very large graphs
  • A log of all graph functions that directly modify the graph is now part of the graph object (graph$graph_log)
  • Added functionality to automatically generate graph backups at every graph modification; this is in the form of RDS files deposited in a subdirectory (name is based on the graph ID) of the working directory; the option (write_backups, set to FALSE by default) is available in all functions that initialize a graph object (create_graph(), create_random_graph(), from_igraph(), from_adj_matrix())

v0.8.5

7 years ago

v0.8.4

7 years ago

v0.8.3

8 years ago

v0.8.2

8 years ago
  • preliminary support for node/edge selections, traversals, and deposits (temporary storage of attributes/counts in the graph object for later retrieval)
  • ability to rescale continuous numeric attribute values and color values with the rescale_node_attr_in_selection and rescale_edge_attr_in_selection functions
  • new combine_graphs function to combine two separate graph objects into one

v0.8

8 years ago
  • Revised many graph functions so they work better together
  • Added many testthat tests to maintain the quality of the graph functions
  • Added functions create_random_graph(), import_graph(), combine_graphs(), country_graph() and select_graph_from_series()
  • Added support for visNetwork graphs as a rendering option with render_graph

v0.7

9 years ago
  • Renamed functions graphviz_graph and graphviz_render to create_graph and render_graph, respectively
  • Removed function graphviz_export (exporting now handled with render_graph)
  • Added several new functions to inspect, analyze, and modify graphs: display_graph_object, node_info, edge_info, node_present, edge_present, get_nodes, get_edges, get_predecessors, get_successors, node_count, edge_count, is_graph_empty, is_graph_directed, add_node, add_edges, delete_node, delete_edge, node_type, edge_relationship, create_series, add_to_series, remove_from_series, graph_count, subset_series, trigger_script, render_graph_from_series, series_info

v0.6

9 years ago
  • Added several functions to work with graphs: create_nodes, create_edges, combine_nodes, combine_edges, scale_nodes, scale_edges, get_nodes, node_info, graphviz_graph, graphviz_render, and graphviz_export
  • Removed the graphviz_nodes_edges_df and graphviz_single_df functions

v0.5

9 years ago
  • Added support for subgraphs and Gantt charts in mermaid diagrams
  • Added function graphviz_nodes_edges_df for generating a Graphviz DOT code that defines nodes and edges (and their attributes) from data in two data frames: one for nodes, the other for the edge operations
  • Added function graphviz_single_df for generating Graphviz DOT code from a single data frame
  • Incorporated the new substitution operators @_{...} or @^{...} in grViz statements for subscripting and superscripting, respectively

v0.4

9 years ago
  • Added support for substitution in Graphviz graph specifications