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iterator for index matrix
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iter_index_matrix <- function(dims, chunk_size = 1L) { | |
f_split <- cumprod(dims) <= chunk_size | |
has_next <- TRUE | |
if (all(f_split)) { | |
next_element <- function() { | |
if (!has_next) stop("StopIteration") | |
has_next <<- FALSE | |
expand.grid(lapply(dims, seq_len)) | |
} | |
} else { | |
split_dims <- split(dims, f_split) | |
in_block_dims <- split_dims[["TRUE"]] | |
iter_dim <- split_dims[["FALSE"]][1L] | |
max_out_block_dims <- split_dims[["FALSE"]][-1L] | |
out_block_dims <- rep(1L, length(max_out_block_dims)) | |
increment_out_block_dims <- function() { | |
increment <- function(dims, max_dims) { | |
if (length(dims) == 0L) { | |
has_next <<- FALSE | |
dims <- vector("numeric") | |
} else if (dims[1L] < max_dims[1L]) { | |
dims[1] <- dims[1] + 1L | |
} else { | |
dims <- c(1L, increment(dims[-1L], max_dims[-1L])) | |
} | |
dims | |
} | |
out_block_dims <<- increment(out_block_dims, max_out_block_dims) | |
invisible(NULL) | |
} | |
step_size <- floor(chunk_size / prod(in_block_dims)) | |
inds <- c(seq.int(1L, iter_dim, by = step_size), iter_dim + 1L) | |
in_block_dims <- lapply(in_block_dims, seq_len) | |
i <- 2L | |
next_element <- function() { | |
if (!has_next) stop("StopIteration") | |
start <- inds[i - 1L] | |
end <- inds[i] - 1L | |
args <- c(in_block_dims, list(start:end), out_block_dims) | |
i <<- i + 1L | |
if (i > length(inds)) { | |
i <<- 2L | |
increment_out_block_dims() | |
} | |
expand.grid(args) | |
} | |
} | |
obj <- list(nextElem = next_element, hasNext = function() has_next) | |
class(obj) <- c("ihasNext", "abstractiter", "iter") | |
obj | |
} |
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