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^LICENSE\.md$ | ||
^data-raw$ | ||
^README\.Rmd$ | ||
^_pkgdown\.yml$ | ||
^docs$ | ||
^pkgdown$ |
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Package: xmap | ||
Title: A principled approach to recoding and redistributing data between | ||
nomenclature | ||
Version: 0.0.1 | ||
Authors@R: c( | ||
person("Cynthia", "Huang", , "cynthia@gmail.com", role = c("aut", "cre")), | ||
person("Laura", "Puzzello", role = c("aut", "fnd")) | ||
) | ||
Description: Provides tools for creating and verifying classification, | ||
category and/or nomenclature mapping objects. | ||
License: MIT + file LICENSE | ||
URL: https://github.com/cynthiahqy/xmap | ||
Config/testthat/edition: 3 | ||
Encoding: UTF-8 | ||
Roxygen: list(markdown = TRUE) | ||
RoxygenNote: 7.2.2 | ||
Depends: | ||
R (>= 4.1) | ||
Imports: | ||
cli, | ||
dplyr, | ||
glue, | ||
rlang (>= 1.0.0), | ||
tibble, | ||
tidyr | ||
Suggests: | ||
forcats, | ||
ggbump, | ||
ggplot2, | ||
knitr, | ||
matlib, | ||
Matrix, | ||
patchwork, | ||
rmarkdown, | ||
stats, | ||
stringr, | ||
testthat (>= 3.0.0) | ||
LazyData: true | ||
VignetteBuilder: knitr | ||
LitrVersionUsed: 0.7.0 | ||
LitrId: 63fe8913732cbd8d745656e34cc88010 |
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YEAR: 2023 | ||
COPYRIGHT HOLDER: C. Huang |
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# MIT License | ||
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Copyright (c) 2023 C. Huang | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# Generated by roxygen2: do not edit by hand | ||
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S3method(as_xmap_df,data.frame) | ||
S3method(print,xmap_df) | ||
S3method(xmap_reverse,xmap_df) | ||
S3method(xmap_to_matrix,xmap_df) | ||
export(add_weights_equal) | ||
export(add_weights_unit) | ||
export(as_pairs_from_named) | ||
export(as_xmap_df) | ||
export(is_xmap) | ||
export(is_xmap_df) | ||
export(msg_abort_frac_weights) | ||
export(msg_abort_named_matchset) | ||
export(pairs_to_named_list) | ||
export(pairs_to_named_vector) | ||
export(verify_links_as_xmap) | ||
export(verify_named_all_1to1) | ||
export(verify_named_all_names_unique) | ||
export(verify_named_all_unique) | ||
export(verify_named_all_values_unique) | ||
export(verify_named_as_recode_unique) | ||
export(verify_named_matchset_names_contain) | ||
export(verify_named_matchset_names_exact) | ||
export(verify_named_matchset_names_within) | ||
export(verify_named_matchset_values_contain) | ||
export(verify_named_matchset_values_exact) | ||
export(verify_named_matchset_values_within) | ||
export(verify_named_no_dup_names) | ||
export(verify_named_no_dup_values) | ||
export(verify_pairs_all_1to1) | ||
export(verify_pairs_all_unique) | ||
export(verify_pairs_as_recode_unique) | ||
export(xmap_drop_extra) | ||
export(xmap_reverse) | ||
export(xmap_to_matrix) | ||
export(xmap_to_named_list) | ||
export(xmap_to_named_vector) |
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# Generated from create-xmap.Rmd: do not edit by hand | ||
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#' @describeIn abort Abort if named columns can't be found in df | ||
#' | ||
abort_missing_cols <- function(df, cols) { | ||
missing_cols <- setdiff(cols, names(df)) | ||
if (length(missing_cols) != 0) { | ||
cli::cli_abort( | ||
message = "The column{?s} {.var {missing_cols}} {?was/were} not found.", | ||
class = "abort_missing_cols" | ||
) | ||
} | ||
invisible(df) | ||
} | ||
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#' @describeIn abort Abort if xmap_df has missing values | ||
#' | ||
abort_any_na <- function(df) { | ||
if (base::anyNA(df)) { | ||
cli::cli_abort( | ||
message = "NA values found. Please enter missing `from` or `to` node labels and/or convert NA weights", | ||
class = "abort_na" | ||
) | ||
} | ||
invisible(df) | ||
} | ||
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#' Validation functions and messages for xmap or candidate links (Internal) | ||
#' | ||
#' @description | ||
#' Checks issues with data.frame like objects containing validated `xmap` or candidate links. | ||
#' | ||
#' @param df a data.frame-like object containing links | ||
#' @param col_from,col_to,col_weights character vector or values naming columns from `df` | ||
#' | ||
#' @returns An error if the validation condition fails, | ||
#' and invisibly returns `df` otherwise. | ||
#' | ||
#' @name abort | ||
NULL | ||
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#' @describeIn abort Abort if xmap_df has wrong column types | ||
#' | ||
abort_weights_col_type <- function(df, col_weights) { | ||
if (!is.numeric(df[[col_weights]])) { | ||
cli::cli_abort( | ||
message = "The column `{col_weights}` should be of type numeric", | ||
class = "abort_col_type" | ||
) | ||
} | ||
invisible(df) | ||
} | ||
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#' @describeIn abort Abort if duplicate source-target pairs are found | ||
#' | ||
abort_dup_pairs <- function(df, col_from, col_to) { | ||
if (!vhas_no_dup_pairs(df[[col_from]], df[[col_to]])) { | ||
cli::cli_abort( | ||
message = "Duplicate `from`-`to` links were found. | ||
Please remove or collapse duplicates.", | ||
class = "abort_dup_pairs" | ||
) | ||
} | ||
invisible(df) | ||
} | ||
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#' @describeIn abort Abort for invalid mapping weights | ||
#' | ||
abort_bad_weights <- function(col_weights, call = rlang::caller_env()) { | ||
cli::cli_abort( | ||
message = c( | ||
"Incomplete mapping weights found", | ||
"x" = "{.var {col_weights}} does not sum to 1", | ||
"i" = "Modify weights or adjust `tol` and try again."), | ||
class = "abort_bad_weights", | ||
call = call | ||
) | ||
} | ||
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#' @describeIn abort Abort if xmap_df columns are not in order | ||
abort_col_order <- function(df, col_from, col_to, col_weights){ | ||
correct_order <- c(col_from, col_to, col_weights) | ||
first_three <- names(df[1:3]) | ||
if(!identical(first_three, correct_order)){ | ||
rlang::abort( | ||
message = "columns are not sorted in order `from`, `to`, `weights`", | ||
class = "abort_col_order" | ||
) | ||
} | ||
invisible(df) | ||
} | ||
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#' @describeIn abort Abort if from_set attribute doesn't match xmap_df values | ||
#' | ||
abort_from_set <- function(df, col_from, from_set) { | ||
col_from_set <- as.character(unique(df[[col_from]])) | ||
stopifnot(identical(col_from_set, from_set)) | ||
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invisible(df) | ||
} | ||
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#' @describeIn abort Abort message for fractional weights | ||
#' @export | ||
msg_abort_frac_weights <- function(impact){ | ||
cli::format_error(c( | ||
"`x` contains fractional weights. {impact}", | ||
"x" = "You've supplied a xmap with weights not equal to 1") | ||
) | ||
} | ||
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#' @describeIn abort Abort if xmap_df is not reversible without new weights | ||
#' | ||
abort_not_reversible <- function(df, col_to) { | ||
x_to <- df[[col_to]] | ||
if (vhas_collapse(x_to)){ | ||
cli::cli_abort("Collapse links in {.var xmap_df} cannot be reversed. Please supply new weights and create a new xmap.") | ||
} | ||
invisible(df) | ||
} | ||
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# Generated from create-xmap.Rmd: do not edit by hand | ||
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#' Add equal fractional weights to groups of source-target node pairs | ||
#' | ||
#' Attaches equal weights to every source-target link from a given source node. | ||
#' The resultant weighted links can be verified or coerced into an `xmap`. | ||
#' | ||
#' @inheritParams verify_pairs | ||
#' @inheritParams add_weights_unit | ||
#' | ||
#' @return `pairs` with additional column of weights | ||
#' @family {Helpers for adding weights to pairs} | ||
#' @export | ||
#' | ||
#' @examples | ||
#' animal_pairs <- list(MAMM = c("elephant", "whale", "monkey"), | ||
#' REPT = c("lizard", "turtle"), | ||
#' CRUS = c("crab")) |> | ||
#' as_pairs_from_named("class", "animal") | ||
#' animal_pairs |> | ||
#' add_weights_equal(from = class, to = animal) | ||
add_weights_equal <- function(df, from, to, weights_into = "weights"){ | ||
## TODO: validate_pairs_unique() | ||
df |> | ||
dplyr::group_by({{from}}) |> | ||
dplyr::mutate("{weights_into}" := 1/dplyr::n_distinct({{to}})) |> | ||
dplyr::ungroup() | ||
} |
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# Generated from create-xmap.Rmd: do not edit by hand | ||
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#' Add unit weights to node pairs table | ||
#' | ||
#' Attaches column of unit weights to pairs of source-target nodes. | ||
#' The resultant weighted links can be verified or coerced into `xmap`. | ||
#' | ||
#' @inheritParams verify_pairs | ||
#' @param weights_into character string naming new column to store link weights in | ||
#' | ||
#' @return `pairs` with additional column of ones | ||
#' @family {Helpers for adding weights to pairs} | ||
#' @export | ||
#' | ||
#' @examples | ||
#' AUS_pairs <- list(AUS = c("NSW", "QLD", "SA", "TAS", "VIC", "WA", "ACT", "NT")) |> | ||
#' as_pairs_from_named(names_to = "ctr", values_to = "state") | ||
#' AUS_pairs |> | ||
#' add_weights_unit(weights_into = "weights") | ||
add_weights_unit <- function(df, weights_into = "weights"){ | ||
## TODO: validate_pairs_unique() | ||
df[,weights_into] <- 1 | ||
return(df) | ||
} |
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# Generated from create-xmap.Rmd: do not edit by hand | ||
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#' Coerce objects to xmap_df | ||
#' | ||
#' Validates and creates a valid crossmap `xmap_df` object. | ||
#' | ||
#' @param x | ||
#' * For `as_xmap_df()`: An object to coerce | ||
#' * For `is_xmap_df()`: An object to test. | ||
#' @param from,to Columns in `x` specifying the source and target nodes | ||
#' @param weights Column in `x` specifying the weight applied to data passed along the directed link between source and target node | ||
#' @inheritParams vhas_complete_weights | ||
#' @param subclass Which xmap subclass to return. Defaults to `xmap_df` for `data.frame` and `tibble` | ||
#' @param .drop_extra Drop columns other than `from`, `to` and `weights`. Defaults to `TRUE` | ||
#' | ||
#' @return A validated `xmap` object. | ||
#' @name as_xmap | ||
#' @export | ||
as_xmap_df <- function(x, from, to, weights, tol = .Machine$double.eps^0.5, subclass = c("xmap_df"), ...) { | ||
UseMethod("as_xmap_df") | ||
} | ||
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#' @describeIn as_xmap Coerce a `data.frame` to `xmap` | ||
#' | ||
#' @export | ||
#' @examples | ||
#' # For a well formed crossmap: | ||
#' links <- data.frame( | ||
#' a = "AUS", | ||
#' b = c("VIC", "NSW", "WA", "OTHER"), | ||
#' w = c(0.1, 0.15, 0.25, 0.5) | ||
#' ) | ||
#' as_xmap_df(links, from = a, to = b, weights = w) | ||
#' | ||
#' # extra columns are dropped, | ||
#' links$extra <- c(2, 4, 5, 6) | ||
#' as_xmap_df(links, from = a, to = b, weights = w) | ||
as_xmap_df.data.frame <- function(x, from, to, weights, tol = .Machine$double.eps^0.5, subclass = "xmap_df", .drop_extra = TRUE) { | ||
## coercion & checks | ||
stopifnot(is.data.frame(x)) | ||
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# get string names for columns | ||
col_from <- deparse(substitute(from)) | ||
col_to <- deparse(substitute(to)) | ||
col_weights <- deparse(substitute(weights)) | ||
col_strings <- c(col_from, col_to, col_weights) | ||
## check columns exist | ||
abort_missing_cols(x, col_strings) | ||
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## drop additional columns | ||
if (.drop_extra) { | ||
df <- x[col_strings] | ||
} else { | ||
df <- x | ||
} | ||
if (ncol(df) < ncol(x)) { | ||
cli::cli_inform("Dropped additional columns in {.arg {deparse(substitute(x))}}") | ||
} | ||
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## rearrange columns | ||
col_order <- c(col_strings, setdiff(names(df), col_strings)) | ||
df <- df[col_order] | ||
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## construction | ||
xmap <- switch(subclass, | ||
xmap_df = new_xmap_df(df, col_from, col_to, col_weights), | ||
stop("Unknown xmap subclass")) | ||
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## validation | ||
## ---- xmap graph properties ---- | ||
abort_weights_col_type(df, col_weights) | ||
abort_dup_pairs(df, col_from, col_to) | ||
stop_bad_weights <- !vhas_complete_weights(df[[col_from]], df[[col_weights]], tol) | ||
if (stop_bad_weights) { abort_bad_weights(col_weights) } | ||
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## ---- xmap_df attributes ---- | ||
validate_xmap_df(xmap) | ||
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return(xmap) | ||
} |
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# Generated from create-xmap.Rmd: do not edit by hand | ||
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#' | ||
.calc_unique_sets.xmap_df <- function(x){ | ||
stopifnot(is_xmap_df(x)) | ||
df <- data.frame(x) | ||
x_attrs <- attributes(x) | ||
uniq_sets <- list() | ||
uniq_sets$from_set <- as.character(unique(df[[x_attrs$col_from]])) | ||
uniq_sets$to_set <- as.character(unique(df[[x_attrs$col_to]])) | ||
return(uniq_sets) | ||
} |
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