[R] R raw serialization. (#5123)

* Add bindings for serialization.
* Change `xgb.save.raw' into full serialization instead of simple model.
* Add `xgb.load.raw' for unserialization.
* Run devtools.
This commit is contained in:
Jiaming Yuan
2020-04-11 17:16:54 +08:00
committed by GitHub
parent a3db79df22
commit b56c902841
21 changed files with 260 additions and 65 deletions

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#' Serialize the booster instance into R's raw vector. The serialization method differs
#' from \code{\link{xgb.save.raw}} as the latter one saves only the model but not
#' parameters. This serialization format is not stable across different xgboost versions.
#'
#' @param booster the booster instance
#'
#' @examples
#' data(agaricus.train, package='xgboost')
#' data(agaricus.test, package='xgboost')
#' train <- agaricus.train
#' test <- agaricus.test
#' bst <- xgboost(data = train$data, label = train$label, max_depth = 2,
#' eta = 1, nthread = 2, nrounds = 2,objective = "binary:logistic")
#' raw <- xgb.serialize(bst)
#' bst <- xgb.unserialize(raw)
#'
#' @export
xgb.serialize <- function(booster) {
handle <- xgb.get.handle(booster)
.Call(XGBoosterSerializeToBuffer_R, handle)
}