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# Parameter 'file_selectos' expects a named character vector of single
# file dimension selectors.
# Parameter 'inner_indices' expects a named list of numeric vectors.
NcDataReader <- function(file_path = NULL, file_object = NULL,
file_selectors = NULL, inner_indices,
synonims) {
if (!is.null(file_object)) {
file_to_read <- file_object
} else if (!is.null(file_path)) {
} else {
stop("Either 'file_path' or 'file_object' must be provided.")
}
if (any(c('var', 'variable') %in% names(file_selectors))) {
if (!any(c('var', 'variable') %in% names(inner_indices))) {
inner_indices[['var']] <- file_selectors[[which(names(file_selectors) %in% c('var', 'variable'))[1]]]
if (any(names(inner_indices) %in% c('var', 'variable'))) {
position_of_var <- which(names(inner_indices) %in% c('var', 'variable'))[1]
} else {
stop("A 'var'/'variable' file or inner dimension must be requested for ",
"Start() to read NetCDF files.")
}
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vars_in_file <- easyNCDF::NcReadVarNames(file_to_read)
inner_indices[[position_of_var]] <- sapply(inner_indices[[position_of_var]],
function(x) {
if (x %in% names(synonims)) {
x_in_file <- which(synonims[[x]] %in% vars_in_file)
if (length(x_in_file) < 1) {
stop("Could not find variable '", x, "' (or its synonims if ",
"specified) in the file ", file_path)
}
if (length(x_in_file) > 1) {
stop("Found more than one matches for the synonims of the ",
"variable '", x, "' in the file ", file_path)
}
synonims[[x]][x_in_file]
} else {
if (!(x %in% vars_in_file)) {
stop("Could not find variable '", x, "' (or its synonims if ",
"specified) in the file ", file_path)
}
x
}
})
dims_in_file <- NcDimReader(NULL, file_to_read, NULL, inner_indices[position_of_var])
names(inner_indices) <- sapply(names(inner_indices),
function(x) {
if (x %in% names(synonims)) {
x_in_file <- which(synonims[[x]] %in% dims_in_file)
if (length(x_in_file) < 1) {
stop("Could not find dimension '", x, "' (or its synonims if ",
"specified) in the file ", file_path)
}
if (length(x_in_file) > 1) {
stop("Found more than one matches for the synonims of the ",
"dimension '", x, "' in the file ", file_path)
}
synonims[[x]][x_in_file]
} else {
if (!(x %in% dims_in_file)) {
stop("Could not find dimension '", x, "' (or its synonims if ",
"specified) in the file ", file_path)
}
x
}
})
dims_in_file <- dims_in_file[-which(names(dims_in_file) %in% c('var', 'variable'))]
singleton_unspecified_dims <- which((dims_in_file == 1) &
!(names(dims_in_file) %in% names(inner_indices)))
dims_in_file <- dims_in_file[-singleton_unspecified_dims]
if (any(!(names(dims_in_file) %in% names(inner_indices)))) {
expected_dim_names <- names(inner_indices)
if (drop_var_dim) {
expected_dim_names <- expected_dim_names[-position_of_var]
}
stop("Unexpected extra dimensions (of length > 1) in the file.\nExpected: ",
paste(expected_dim_names, collapse = ', '), "\n",
"Found: ", paste(names(dims_in_file), collapse = ', '), "\n",
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result <- easyNCDF::NcToArray(file_to_read, inner_indices, drop_var_dim = drop_var_dim,
expect_all_indices = TRUE, allow_out_of_range = TRUE)
names(dim(result)) <- sapply(names(dim(result)),
function(x) {
which_entry <- which(sapply(synonims, function(y) x %in% y))
if (length(which_entry) > 0) {
names(synonims)[which_entry]
} else {
x
}
})
names(attr(result, 'variables')) <- sapply(names(attr(result, 'variables')),
function(x) {
which_entry <- which(sapply(synonims, function(y) x %in% y))
if (length(which_entry) > 0) {
names(synonims)[which_entry]
} else {
x
}
})
units <- attr(result, 'variables')[[var_name]][['units']]
if (units %in% c('seconds', 'minutes', 'hours', 'days', 'weeks', 'months', 'years')) {
if (units == 'seconds') {
units <- 'secs'
} else if (units == 'minutes') {
units <- 'mins'
}
result[] <- paste(result[], units)
} else if (grepl(' since ', units)) {
parts <- strsplit(units, ' since ')[[1]]
units <- parts[1]
if (units == 'seconds') {
units <- 'secs'
} else if (units == 'minutes') {
units <- 'mins'
}
new_array <- seq(as.POSIXct(parts[2]), length = max(result, na.rm = TRUE) + 1, by = units)[result[] + 1]
dim(new_array) <- dim(result)
attr(new_array, 'variables') <- attr(result, 'variables')
result <- new_array
}
result