1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666
|
#' Check whether a graph is directed
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `is.directed()` was renamed to `is_directed()` to create a more
#' consistent API.
#' @inheritParams is_directed
#' @keywords internal
#' @export
is.directed <- function(graph) { # nocov start
lifecycle::deprecate_soft("2.0.0", "is.directed()", "is_directed()")
is_directed(graph = graph)
} # nocov end
#' Delete vertices from a graph
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `delete.vertices()` was renamed to `delete_vertices()` to create a more
#' consistent API.
#' @inheritParams delete_vertices
#' @keywords internal
#' @export
delete.vertices <- function(graph, v) { # nocov start
lifecycle::deprecate_soft("2.0.0", "delete.vertices()", "delete_vertices()")
delete_vertices(graph = graph, v = v)
} # nocov end
#' Delete edges from a graph
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `delete.edges()` was renamed to `delete_edges()` to create a more
#' consistent API.
#' @inheritParams delete_edges
#' @keywords internal
#' @export
delete.edges <- function(graph, edges) { # nocov start
lifecycle::deprecate_soft("2.0.0", "delete.edges()", "delete_edges()")
delete_edges(graph = graph, edges = edges)
} # nocov end
#' Add vertices to a graph
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `add.vertices()` was renamed to `add_vertices()` to create a more
#' consistent API.
#' @inheritParams add_vertices
#' @keywords internal
#' @export
add.vertices <- function(graph, nv, ..., attr = list()) { # nocov start
lifecycle::deprecate_soft("2.0.0", "add.vertices()", "add_vertices()")
add_vertices(graph = graph, nv = nv, attr = attr, ...)
} # nocov end
#' Add edges to a graph
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `add.edges()` was renamed to `add_edges()` to create a more
#' consistent API.
#' @inheritParams add_edges
#' @keywords internal
#' @export
add.edges <- function(graph, edges, ..., attr = list()) { # nocov start
lifecycle::deprecate_soft("2.0.0", "add.edges()", "add_edges()")
add_edges(graph = graph, edges = edges, attr = attr, ...)
} # nocov end
# IGraph R package
# Copyright (C) 2005-2012 Gabor Csardi <csardi.gabor@gmail.com>
# 334 Harvard street, Cambridge, MA 02139 USA
#
# This program is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 2 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA
# 02110-1301 USA
#
###################################################################
###################################################################
# Structure building
###################################################################
#' Add edges to a graph
#'
#' The new edges are given as a vertex sequence, e.g. internal
#' numeric vertex ids, or vertex names. The first edge points from
#' `edges[1]` to `edges[2]`, the second from `edges[3]`
#' to `edges[4]`, etc.
#'
#' If attributes are supplied, and they are not present in the graph,
#' their values for the original edges of the graph are set to `NA`.
#'
#' @param graph The input graph
#' @param edges The edges to add, a vertex sequence with even number
#' of vertices.
#' @param ... Additional arguments, they must be named,
#' and they will be added as edge attributes, for the newly added
#' edges. See also details below.
#' @param attr A named list, its elements will be added
#' as edge attributes, for the newly added edges. See also details
#' below.
#' @return The graph, with the edges (and attributes) added.
#'
#' @export
#'
#' @family functions for manipulating graph structure
#'
#' @examples
#' g <- make_empty_graph(n = 5) %>%
#' add_edges(c(
#' 1, 2,
#' 2, 3,
#' 3, 4,
#' 4, 5
#' )) %>%
#' set_edge_attr("color", value = "red") %>%
#' add_edges(c(5, 1), color = "green")
#' E(g)[[]]
#' plot(g)
add_edges <- function(graph, edges, ..., attr = list()) {
ensure_igraph(graph)
attrs <- list(...)
attrs <- append(attrs, attr)
nam <- names(attrs)
if (length(attrs) != 0 && (is.null(nam) || any(nam == ""))) {
stop("please supply names for attributes")
}
edges.orig <- ecount(graph)
on.exit(.Call(R_igraph_finalizer))
graph <- .Call(R_igraph_add_edges_manual, graph, as_igraph_vs(graph, edges) - 1)
edges.new <- ecount(graph)
if (edges.new - edges.orig != 0) {
idx <- seq(edges.orig + 1, edges.new)
} else {
idx <- numeric()
}
for (i in seq(attrs)) {
attr <- attrs[[nam[i]]]
if (!is.null(attr)) {
graph <- set_edge_attr(graph, nam[[i]], idx, attr)
}
}
graph
}
#' Add vertices to a graph
#'
#' If attributes are supplied, and they are not present in the graph,
#' their values for the original vertices of the graph are set to
#' `NA`.
#'
#' @param graph The input graph.
#' @param nv The number of vertices to add.
#' @param ... Additional arguments, they must be named,
#' and they will be added as vertex attributes, for the newly added
#' vertices. See also details below.
#' @param attr A named list, its elements will be added
#' as vertex attributes, for the newly added vertices. See also details
#' below.
#' @return The graph, with the vertices (and attributes) added.
#'
#' @family functions for manipulating graph structure
#'
#' @export
#' @examples
#' g <- make_empty_graph() %>%
#' add_vertices(3, color = "red") %>%
#' add_vertices(2, color = "green") %>%
#' add_edges(c(
#' 1, 2,
#' 2, 3,
#' 3, 4,
#' 4, 5
#' ))
#' g
#' V(g)[[]]
#' plot(g)
add_vertices <- function(graph, nv, ..., attr = list()) {
ensure_igraph(graph)
attrs <- list(...)
attrs <- append(attrs, attr)
nam <- names(attrs)
if (length(attrs) != 0 && (is.null(nam) || any(nam == ""))) {
stop("please supply names for attributes")
}
vertices.orig <- vcount(graph)
on.exit(.Call(R_igraph_finalizer))
graph <- .Call(R_igraph_add_vertices, graph, as.numeric(nv))
vertices.new <- vcount(graph)
if (vertices.new - vertices.orig != 0) {
idx <- seq(vertices.orig + 1, vertices.new)
} else {
idx <- numeric()
}
for (i in seq(attrs)) {
attr <- attrs[[nam[i]]]
if (!is.null(attr)) {
graph <- set_vertex_attr(graph, nam[[i]], idx, attr)
}
}
graph
}
#' Delete edges from a graph
#'
#' @param graph The input graph.
#' @param edges The edges to remove, specified as an edge sequence. Typically
#' this is either a numeric vector containing edge IDs, or a character vector
#' containing the IDs or names of the source and target vertices, separated by
#' `|`
#' @return The graph, with the edges removed.
#'
#' @family functions for manipulating graph structure
#'
#' @export
#' @examples
#' g <- make_ring(10) %>%
#' delete_edges(seq(1, 9, by = 2))
#' g
#'
#' g <- make_ring(10) %>%
#' delete_edges("10|1")
#' g
#'
#' g <- make_ring(5)
#' g <- delete_edges(g, get_edge_ids(g, c(1, 5, 4, 5)))
#' g
delete_edges <- function(graph, edges) {
ensure_igraph(graph)
on.exit(.Call(R_igraph_finalizer))
.Call(R_igraph_delete_edges, graph, as_igraph_es(graph, edges) - 1)
}
#' Delete vertices from a graph
#'
#' @param graph The input graph.
#' @param v The vertices to remove, a vertex sequence.
#' @return The graph, with the vertices removed.
#'
#' @family functions for manipulating graph structure
#'
#' @export
#' @examples
#' g <- make_ring(10) %>%
#' set_vertex_attr("name", value = LETTERS[1:10])
#' g
#' V(g)
#'
#' g2 <- delete_vertices(g, c(1, 5)) %>%
#' delete_vertices("B")
#' g2
#' V(g2)
delete_vertices <- function(graph, v) {
ensure_igraph(graph)
on.exit(.Call(R_igraph_finalizer))
.Call(R_igraph_delete_vertices, graph, as_igraph_vs(graph, v) - 1)
}
###################################################################
# Structure query
###################################################################
#' The size of the graph (number of edges)
#'
#' `ecount()` and `gsize()` are aliases.
#'
#' @param graph The graph.
#' @return Numeric scalar, the number of edges.
#'
#' @family structural queries
#'
#' @export
#' @examples
#' g <- sample_gnp(100, 2 / 100)
#' gsize(g)
#' ecount(g)
#'
#' # Number of edges in a G(n,p) graph
#' replicate(100, sample_gnp(10, 1 / 2), simplify = FALSE) %>%
#' vapply(gsize, 0) %>%
#' hist()
gsize <- function(graph) {
ensure_igraph(graph)
on.exit(.Call(R_igraph_finalizer))
.Call(R_igraph_ecount, graph)
}
#' @rdname gsize
#' @export
ecount <- gsize
#' Neighboring (adjacent) vertices in a graph
#'
#' A vertex is a neighbor of another one (in other words, the two
#' vertices are adjacent), if they are incident to the same edge.
#'
#' @param graph The input graph.
#' @param v The vertex of which the adjacent vertices are queried.
#' @param mode Whether to query outgoing (\sQuote{out}), incoming
#' (\sQuote{in}) edges, or both types (\sQuote{all}). This is
#' ignored for undirected graphs.
#' @return A vertex sequence containing the neighbors of the input vertex.
#'
#' @family structural queries
#'
#' @export
#' @examples
#' g <- make_graph("Zachary")
#' n1 <- neighbors(g, 1)
#' n34 <- neighbors(g, 34)
#' intersection(n1, n34)
neighbors <- function(graph, v, mode = c("out", "in", "all", "total")) {
ensure_igraph(graph)
if (is.character(mode)) {
mode <- igraph.match.arg(mode)
mode <- switch(mode,
"out" = 1,
"in" = 2,
"all" = 3,
"total" = 3
)
}
v <- as_igraph_vs(graph, v)
if (length(v) == 0) {
stop("No vertex was specified")
}
on.exit(.Call(R_igraph_finalizer))
res <- .Call(R_igraph_neighbors, graph, v - 1, as.numeric(mode)) + 1L
if (igraph_opt("return.vs.es")) res <- create_vs(graph, res)
res
}
#' Incident edges of a vertex in a graph
#'
#' @param graph The input graph.
#' @param v The vertex of which the incident edges are queried.
#' @param mode Whether to query outgoing (\sQuote{out}), incoming
#' (\sQuote{in}) edges, or both types (\sQuote{all}). This is
#' ignored for undirected graphs.
#' @return An edge sequence containing the incident edges of
#' the input vertex.
#'
#' @family structural queries
#'
#' @export
#' @examples
#' g <- make_graph("Zachary")
#' incident(g, 1)
#' incident(g, 34)
incident <- function(graph, v, mode = c("all", "out", "in", "total")) {
ensure_igraph(graph)
if (is_directed(graph)) {
mode <- igraph.match.arg(mode)
mode <- switch(mode,
"out" = 1,
"in" = 2,
"all" = 3,
"total" = 3
)
} else {
mode <- 1
}
v <- as_igraph_vs(graph, v)
if (length(v) == 0) {
stop("No vertex was specified")
}
on.exit(.Call(R_igraph_finalizer))
res <- .Call(R_igraph_incident, graph, v - 1, as.numeric(mode)) + 1L
if (igraph_opt("return.vs.es")) res <- create_es(graph, res)
res
}
#' Check whether a graph is directed
#'
#' @param graph The input graph
#' @return Logical scalar, whether the graph is directed.
#'
#' @family structural queries
#'
#' @export
#' @examples
#' g <- make_ring(10)
#' is_directed(g)
#'
#' g2 <- make_ring(10, directed = TRUE)
#' is_directed(g2)
is_directed <- function(graph) {
ensure_igraph(graph)
on.exit(.Call(R_igraph_finalizer))
.Call(R_igraph_is_directed, graph)
}
#' Incident vertices of some graph edges
#'
#' @param graph The input graph
#' @param es The sequence of edges to query
#' @param names Whether to return vertex names or
#' numeric vertex ids. By default vertex names are used.
#' @return A two column matrix of vertex names or vertex ids.
#'
#' @aliases get.edges
#' @family structural queries
#'
#' @export
#' @importFrom stats na.omit
#' @examples
#' g <- make_ring(5)
#' ends(g, E(g))
ends <- function(graph, es, names = TRUE) {
ensure_igraph(graph)
es2 <- as_igraph_es(graph, na.omit(es)) - 1
res <- matrix(NA_integer_, ncol = length(es), nrow = 2)
on.exit(.Call(R_igraph_finalizer))
if (length(es) == 1) {
res[, !is.na(es)] <- .Call(R_igraph_get_edge, graph, es2) + 1
} else {
res[, !is.na(es)] <- .Call(R_igraph_edges, graph, es2) + 1
}
if (names && is_named(graph)) {
res <- vertex_attr(graph, "name")[res]
}
matrix(res, ncol = 2, byrow = TRUE)
}
#' @export
get.edges <- function(graph, es) {
ends(graph, es, names = FALSE)
}
#' Find the edge ids based on the incident vertices of the edges
#'
#' Find the edges in an igraph graph that have the specified end points. This
#' function handles multi-graph (graphs with multiple edges) and can consider
#' or ignore the edge directions in directed graphs.
#'
#' igraph vertex ids are natural numbers, starting from one, up to the number
#' of vertices in the graph. Similarly, edges are also numbered from one, up to
#' the number of edges.
#'
#' This function allows finding the edges of the graph, via their incident
#' vertices.
#'
#' @param graph The input graph.
#' @param vp The incident vertices, given as vertex ids or symbolic vertex
#' names. They are interpreted pairwise, i.e. the first and second are used for
#' the first edge, the third and fourth for the second, etc.
#' @param directed Logical scalar, whether to consider edge directions in
#' directed graphs. This argument is ignored for undirected graphs.
#' @param error Logical scalar, whether to report an error if an edge is not
#' found in the graph. If `FALSE`, then no error is reported, and zero is
#' returned for the non-existant edge(s).
#' @return A numeric vector of edge ids, one for each pair of input vertices.
#' If there is no edge in the input graph for a given pair of vertices, then
#' zero is reported. (If the `error` argument is `FALSE`.)
#' @author Gabor Csardi \email{csardi.gabor@@gmail.com}
#' @export
#' @family structural queries
#'
#' @examples
#'
#' g <- make_ring(10)
#' ei <- get_edge_ids(g, c(1, 2, 4, 5))
#' E(g)[ei]
#'
#' ## non-existant edge
#' get_edge_ids(g, c(2, 1, 1, 4, 5, 4))
#'
#' ## For multiple edges, a single edge id is returned,
#' ## as many times as corresponding pairs in the vertex series.
#' g <- make_graph(rep(c(1, 2), 5))
#' eis <- get_edge_ids(g, c(1, 2, 1, 2))
#' eis
#' E(g)[eis]
#'
get_edge_ids <- function(graph,
vp,
directed = TRUE,
error = FALSE) {
ensure_igraph(graph)
on.exit(.Call(R_igraph_finalizer))
.Call(
R_igraph_get_eids, graph, as_igraph_vs(graph, vp) - 1,
as.logical(directed), as.logical(error)
) + 1
}
#' Find the edge ids based on the incident vertices of the edges
#'
#' @description
#' `r lifecycle::badge("deprecated")`
#'
#' `get.edge.ids()` was renamed to `get_edge_ids()` to create a more
#' consistent API.
#' @inheritParams get_edge_ids
#' @param multi
#' `r lifecycle::badge("deprecated")`
#' @keywords internal
#' @export
get.edge.ids <- function(graph,
vp,
directed = TRUE,
error = FALSE,
multi = deprecated()) {
if (lifecycle::is_present(multi)) {
if (isTRUE(multi)) {
lifecycle::deprecate_stop("2.0.0", "get.edge.ids(multi = )")
}
lifecycle::deprecate_soft("2.0.0", "get.edge.ids(multi = )")
}
lifecycle::deprecate_soft("2.1.0", "get.edge.ids()", "get_edge_ids()")
get_edge_ids(graph = graph, vp = vp, directed = directed, error = error)
}
#' Order (number of vertices) of a graph
#'
#' @description `vcount()` and `gorder()` are aliases.
#'
#' @param graph The graph
#' @return Number of vertices, numeric scalar.
#'
#' @family structural queries
#'
#' @export
#' @name gorder
#' @examples
#' g <- make_ring(10)
#' gorder(g)
#' vcount(g)
#' @cdocs igraph_vcount
vcount <- function(graph) {
as.numeric(vcount_impl(graph))
}
#' @export
#' @rdname gorder
gorder <- vcount
#' Adjacent vertices of multiple vertices in a graph
#'
#' This function is similar to [neighbors()], but it queries
#' the adjacent vertices for multiple vertices at once.
#'
#' @param graph Input graph.
#' @param v The vertices to query.
#' @param mode Whether to query outgoing (\sQuote{out}), incoming
#' (\sQuote{in}) edges, or both types (\sQuote{all}). This is
#' ignored for undirected graphs.
#' @return A list of vertex sequences.
#'
#' @family structural queries
#' @export
#' @examples
#' g <- make_graph("Zachary")
#' adjacent_vertices(g, c(1, 34))
adjacent_vertices <- function(graph, v,
mode = c("out", "in", "all", "total")) {
ensure_igraph(graph)
vv <- as_igraph_vs(graph, v) - 1
mode <- switch(match.arg(mode),
"out" = 1,
"in" = 2,
"all" = 3,
"total" = 3
)
on.exit(.Call(R_igraph_finalizer))
res <- .Call(R_igraph_adjacent_vertices, graph, vv, mode)
res <- lapply(res, `+`, 1)
if (igraph_opt("return.vs.es")) {
res <- lapply(res, unsafe_create_vs, graph = graph, verts = V(graph))
}
if (is_named(graph)) names(res) <- V(graph)$name[vv + 1]
res
}
#' Incident edges of multiple vertices in a graph
#'
#' This function is similar to [incident()], but it
#' queries multiple vertices at once.
#'
#' @param graph Input graph.
#' @param v The vertices to query
#' @param mode Whether to query outgoing (\sQuote{out}), incoming
#' (\sQuote{in}) edges, or both types (\sQuote{all}). This is
#' ignored for undirected graphs.
#' @return A list of edge sequences.
#'
#' @family structural queries
#' @export
#' @examples
#' g <- make_graph("Zachary")
#' incident_edges(g, c(1, 34))
incident_edges <- function(graph, v,
mode = c("out", "in", "all", "total")) {
ensure_igraph(graph)
vv <- as_igraph_vs(graph, v) - 1
mode <- switch(match.arg(mode),
"out" = 1,
"in" = 2,
"all" = 3,
"total" = 3
)
on.exit(.Call(R_igraph_finalizer))
res <- .Call(R_igraph_incident_edges, graph, vv, mode)
res <- lapply(res, `+`, 1)
if (igraph_opt("return.vs.es")) {
res <- lapply(res, unsafe_create_es, graph = graph, es = E(graph))
}
if (is_named(graph)) names(res) <- V(graph)$name[vv + 1]
res
}
|