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#' Samples what event to happen next
#'
#' @inheritParams default_params_doc
#'
#' @return numeric indicating what event will happen, or a supposed event that
#' would happen in some timesteps of the ontogeny algorithm.
#' \itemize{
#' \item{[1]: immigration event with trait1}
#' \item{[2]: extinction event with trait1}
#' \item{[3]: cladogenesis event with trait1}
#' \item{[4]: anagenesis event with trait1}
#' \item{[5]: transition event with trait1}
#' \item{[6]: immigration event with trait2}
#' \item{[7]: extinction event with trait2}
#' \item{[8]: cladogenesis event with trait2}
#' \item{[9]: anagenesis event with trait2}
#' \item{[10]: transition event with trait2}
#' }
#' @author Shu Xie
#' @keywords internal
DAISIE_sample_event_trait_dep <- function(rates) {
# testit::assert(are_rates(rates))
possible_event <- sample(x = 1:10,
size = 1,
replace = FALSE,
prob = c(rates$immig_rate,
rates$ext_rate,
rates$ana_rate,
rates$clado_rate,
rates$trans_rate,
rates$immig_rate2,
rates$ext_rate2,
rates$ana_rate2,
rates$clado_rate2,
rates$trans_rate2)
)
# testit::assert(is.numeric(possible_event))
# testit::assert(possible_event >= 1)
return(possible_event)
}
# rng_respecting_sample <- function (x, size, replace, prob)
# {
# which_non_zero <- prob > 0
# non_zero_prob <- prob[which_non_zero]
# non_zero_x <- x[which_non_zero]
# return(DDD::sample2(x = non_zero_x, size = size, replace = replace,
# prob = non_zero_prob))
# }
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