From 89aef6498b3b61129afb0583de26d0137c9c6f82 Mon Sep 17 00:00:00 2001 From: "Mitchell O'\"'\"'Hara-Wild" Date: Fri, 9 Feb 2024 09:30:02 +0000 Subject: [PATCH] version 0.4.0 --- DESCRIPTION | 9 ++- MD5 | 50 ++++++------ NAMESPACE | 5 +- NEWS.md | 9 +++ R/broom.R | 4 +- R/compat-purrr.R | 9 +++ R/dplyr-mable.R | 6 +- R/fable.R | 31 ++++--- R/fitted.R | 2 +- R/forecast.R | 4 +- R/hypothesise.R | 2 +- R/mable.R | 16 ++-- R/model.R | 9 ++- R/model_combination.R | 85 ++++++++++++-------- R/model_decomposition.R | 6 +- R/outliers.R | 2 +- R/plot.R | 142 +++++++++++++++++++++++---------- R/reexports.R | 4 - R/residuals.R | 2 +- R/vctrs-fable.R | 2 +- build/fabletools.pdf | Bin 248306 -> 260044 bytes inst/doc/extension_models.html | 10 +-- man/decomposition_model.Rd | 2 +- man/reexports.Rd | 3 +- tests/testthat/Rplots.pdf | Bin 45736 -> 45119 bytes tests/testthat/test-graphics.R | 22 ++--- 26 files changed, 270 insertions(+), 166 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 61d7cd9..24ac650 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: fabletools Title: Core Tools for Packages in the 'fable' Framework -Version: 0.3.4 +Version: 0.4.0 Authors@R: c(person(given = "Mitchell", family = "O'Hara-Wild", @@ -35,7 +35,8 @@ Depends: R (>= 3.1.3) Imports: tsibble (>= 0.9.0), tibble (>= 1.4.1), ggplot2 (>= 3.0.0), tidyselect, rlang (>= 0.4.5), stats, dplyr (>= 1.0.0), tidyr (>= 1.1.0), generics, R6, utils, vctrs (>= 0.2.2), - distributional (>= 0.3.0.9000), progressr, lifecycle + distributional (>= 0.3.0.9000), progressr, lifecycle, ggdist, + scales Suggests: covr, crayon, fable (>= 0.2.0), future, future.apply, knitr, pillar (>= 1.0.1), feasts (>= 0.1.2), rmarkdown, spelling, testthat, tsibbledata (>= 0.2.0), lubridate, Matrix @@ -46,7 +47,7 @@ Encoding: UTF-8 Language: en-GB RoxygenNote: 7.2.3 NeedsCompilation: no -Packaged: 2023-10-11 22:19:46 UTC; mitchell +Packaged: 2024-02-09 08:55:27 UTC; mitchell Author: Mitchell O'Hara-Wild [aut, cre] (), Rob Hyndman [aut], @@ -56,4 +57,4 @@ Author: Mitchell O'Hara-Wild [aut, cre] David Holt [ctb] Maintainer: Mitchell O'Hara-Wild Repository: CRAN -Date/Publication: 2023-10-11 22:40:02 UTC +Date/Publication: 2024-02-09 09:30:02 UTC diff --git a/MD5 b/MD5 index b67d1a7..2979765 100644 --- a/MD5 +++ b/MD5 @@ -1,46 +1,46 @@ -b92ac3c7fe85d07e97db07e4dbfad422 *DESCRIPTION -d81b95cc2dfb9d0bbeafbe5bd53f741f *NAMESPACE -cc8cb1d9c9c2702901df88c7a7c1d69e *NEWS.md +836b47ffb709e42e5af19f7ecf0d25c3 *DESCRIPTION +0210616e6f9bdb973fe4cccd6444e457 *NAMESPACE +43e113c3e5c7ebde84fe42ee60ea8081 *NEWS.md 6818752e746ee789976f6a5fc64f4aac *R/accessors.R f625d4399c57190cf6884d66ef627220 *R/accuracy.R 37b47c2ba9cd1581c87da98367e52dd1 *R/aggregate.R 43196b3a91f03002efa4e99f6a94ce8c *R/box_cox.R -905500e19ecb80cb92ca9e328f195949 *R/broom.R -cbaef737d494327d79afb92b21ccf254 *R/compat-purrr.R +c13da3097b071dfdf7af241ac0c22152 *R/broom.R +9c5a925357efa26076bd1576e6535bdb *R/compat-purrr.R b3d0d03ff262d36d1ca4da9509b6309f *R/components.R a28cc83ee3ccd2c8df47710b23882cde *R/dable.R 355cc3401ddea9c3460fa4acaf32caa3 *R/definitions.R 9ad0ddbab62e1b98e2505bc165ed6818 *R/dplyr-dable.R 1374c58ef646487f08897d728757ac7f *R/dplyr-fable.R -7252803d29321966bbf4e38726a39d8f *R/dplyr-mable.R +f2d145b381270f5065169e3f72303e3d *R/dplyr-mable.R f0cfa99a08bf99c3f0b2f8b4ab386305 *R/equation.R 7098a40958f70fe046ac023fe5e08167 *R/estimate.R -90f59f3b44f84ce72d018eb156c3a855 *R/fable.R +72a4c6903b1c47c2c93b204d4237f8a3 *R/fable.R b457902c3b0168f0c249e7d954d8556f *R/fabletools-package.R e361446135d80e0d1fbf96e7345ce24e *R/features.R -c7e1cf6c64869618c861edf9977af576 *R/fitted.R -1ffdd17e9c9c8e7421faee45c5da5a66 *R/forecast.R +e1034fba71ee73a44aef1b0fe6c7ae2b *R/fitted.R +d905002ef87b44b261bd5b6a883f6536 *R/forecast.R 45e19ce8bfce438dd436fa5aaf72acbb *R/frequency.R 9015fae450b6f06acae93fac8086ede1 *R/generate.R 6dbd4202a2f0de2202fc735856214508 *R/guess.R cb5649d99138fb397b05804ce3ad1b2e *R/hilo.R -97184c437f39edcde65c76d9be45c73c *R/hypothesise.R +808cac3af24c00c94c6c8f43293a51a4 *R/hypothesise.R facafeaa5b00dd81f759ba7499b88f17 *R/interpolate.R ec7eb945353800bd0a071b15a124538f *R/lst_mdl.R -366d68aa561c46e5a47afa3d0eb1eb02 *R/mable.R +2897bd2b672d7eb85dce27be89ffe4bb *R/mable.R 6cae1fdb6734995e8625daba498c6297 *R/mdl_ts.R -ea1d9ad7b329da5b73adaba42b384fc3 *R/model.R -cfa096eebc6da8b157da7bdd1f951ff5 *R/model_combination.R -0908b1be00a0a52dccb62199b9077da0 *R/model_decomposition.R +238b7f1a0799872f9d05f06b8ead5d21 *R/model.R +38d36b3e9f9fcad47883c59737b581db *R/model_combination.R +6b46dcb9cac798c2119662b9898b2054 *R/model_decomposition.R df6f7d3d9bcc6fc1a989f7d821aef85c *R/model_null.R -200ccace4ef4ea1dd983923c1d85cf1a *R/outliers.R +e86256a517e92106a6aa58fdaa9294cc *R/outliers.R b8900f6ace1f6821330f9ea0d7895d96 *R/parse.R -b57d7eda03aa3bf174ea9c39c60b42ea *R/plot.R +519a9ed356888881b56a406f58d4da5c *R/plot.R eaa9d2eb11683a1ad9302fad722d08a6 *R/reconciliation.R -78a218157cb64bbfb7d306cbdcf181da *R/reexports.R +5a667e2906be16a0a5ef89e790fca772 *R/reexports.R 6bdb5113dd636553aac1aa541cbafb7b *R/refit.R 2ca682e8231f7f02cae0fa4128a134bc *R/report.R -769ed22fb489b0d681c816b58705f808 *R/residuals.R +91dc001a391c2f5b982e586346a21811 *R/residuals.R fe30a66e973d94f152eeec90864b4a15 *R/response.R 7bdd8bd818a69ab84af685126b4fa632 *R/specials.R c8d51f09ab597e1c57ce666882e39544 *R/stream.R @@ -50,17 +50,17 @@ c65cf167631341af48b62aee71a0bf3f *R/temporal_aggregation.R 8be42bebc26c8ac0c230ce008d9a369f *R/traverse.R aa2d52dbd3b07f0063bcecf1b0557eb9 *R/utils.R 0f94dbb337a2a8a7e0b6331d412d0975 *R/vctrs-dable.R -7aebf95898f8681650750a219da1ea6f *R/vctrs-fable.R +aa8be00742b8acd10c657e42370096aa *R/vctrs-fable.R 87a711754b6c2b2ae0b0b0569fe15e8f *R/vctrs-mable.R 30c5b8e6b71fb0ca86f7d23370e24c7a *R/xregs.R 9eed4b755fab99446a41a2bb44576600 *R/zzz.R 2aa1613e174051158427cbdb49f32e76 *README.md -278432c795b7edcf701f3f31bfe08654 *build/fabletools.pdf +8c371089775610f37eb6019fe8129a30 *build/fabletools.pdf d177c79522b967ca3fa9606cbe566aed *build/vignette.rds 184cc9e74fa8f1bd6683d0ff42ed2ded *inst/WORDLIST 21cda36b936f1f388eda39e59d6e611a *inst/doc/extension_models.R 5a159266a4d4a7fc70c5e5702e4ccd9c *inst/doc/extension_models.Rmd -21d6d3e6eb4e0f4f8b2ff67858d2439f *inst/doc/extension_models.html +63b10846090db140aef02cebae2a88b9 *inst/doc/extension_models.html cff23ee87902f0ba1c751ada29f20fc2 *man/MAAPE.Rd 91c4f419991ef376e144cc6bd8f0637d *man/accuracy.Rd d2fa9e9eb9773e7276e81d28dcdbb3e8 *man/agg_vec.Rd @@ -85,7 +85,7 @@ ad3ec7083e2f5972ee6f1600a949705d *man/common_xregs.Rd 5ef22056d5e4bee3317e8fe464c33aab *man/construct_fc.Rd da7c8893ae15c0533baab34a2f46a3b1 *man/dable-vctrs.Rd 15f9f26ed1c93dd7002271493b6e2ad3 *man/dable.Rd -b239ede51bf51c71c1782cabb709e532 *man/decomposition_model.Rd +c24366cf630d7dd776ee781a78553334 *man/decomposition_model.Rd e1f7abf486d9fea0be41bc15437188a4 *man/directional_accuracy_measures.Rd 53a375e40412ae201e85e85515429cc6 *man/distribution_accuracy_measures.Rd 630c282ff1e8b7e32c0eeb8a3c801305 *man/distribution_var.Rd @@ -141,7 +141,7 @@ fd11d262287dcffaedb4719e387c59ab *man/outliers.Rd 6447d28ea570f4205ac3f04163adac9f *man/parse_model_rhs.Rd 474792508988b76d6d1ae9ee579932cd *man/point_accuracy_measures.Rd cb19f90ef22302afe188ec08c93fad05 *man/reconcile.Rd -5ed9e39096f8255deb1c49aabd17f8c3 *man/reexports.Rd +fcba7f0a30e14c54d939a5d9a4d71c55 *man/reexports.Rd d626054ca8d93616014cad7ea95ed1b2 *man/refit.Rd 7f923d344b049883e5ada968e6330f52 *man/register_feature.Rd fe74782d2d7a04c98808abda763e18ff *man/report.Rd @@ -158,7 +158,7 @@ a51f43537bddd5e20fc9206074bf59e0 *man/scenarios.Rd 7b39011fba1ee026be22079891a239c6 *man/unpack_hilo.Rd bd30a92d003b45262251d14c254332a4 *man/validate_formula.Rd 8176e3fbb47046d5f7220e147a102483 *tests/testthat.R -6a84e097debdb9c90fec5955d9b46e27 *tests/testthat/Rplots.pdf +e5315afc292886fcb8c99903c980eb5c *tests/testthat/Rplots.pdf d086dba90b013cec5dda344fb7938612 *tests/testthat/setup-data.R b93b054b076aba90b60d8f5a0fd9198d *tests/testthat/setup-models.R 6b683cb35b10e316ea6f1d5bcbf69b40 *tests/testthat/test-accuracy.R @@ -168,7 +168,7 @@ fe6bbb7d8ad033dd4f3c4658bc1edb3e *tests/testthat/test-decomposition-model.R 5445de0d6ca8a6ebf5e15cdf81c7a14a *tests/testthat/test-fable.R 68676adae765873e84c710e4469d8311 *tests/testthat/test-features.R 110ecf6015c56a0680480e0af09ad5d9 *tests/testthat/test-generate.R -43c858e1aea216118650b2d1067d3b9f *tests/testthat/test-graphics.R +fd9b275e3c1e18a91a0a614df7e8c3a8 *tests/testthat/test-graphics.R 168f179d9969262e0ce4baca71542b6e *tests/testthat/test-hilo.R 5c512358f60a3b13c0f15a11e67a83e4 *tests/testthat/test-interpolate.R 1618029c438b05810e96ba9ae4f72cf9 *tests/testthat/test-mable.R diff --git a/NAMESPACE b/NAMESPACE index f8553db..9058528 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -139,6 +139,7 @@ S3method(report,null_mdl) S3method(residuals,"NULL") S3method(residuals,mdl_df) S3method(residuals,mdl_ts) +S3method(residuals,model_combination) S3method(residuals,null_mdl) S3method(response,mdl_df) S3method(response,mdl_ts) @@ -270,7 +271,6 @@ export(forecast) export(generate) export(get_frequencies) export(glance) -export(guide_level) export(hfitted) export(hilo) export(hypothesize) @@ -321,9 +321,7 @@ export(winkler_score) import(rlang) import(tsibble) import(vctrs) -importFrom(distributional,guide_level) importFrom(distributional,hilo) -importFrom(distributional,scale_level_continuous) importFrom(dplyr,"%>%") importFrom(dplyr,anti_join) importFrom(dplyr,bind_cols) @@ -358,6 +356,7 @@ importFrom(generics,interpolate) importFrom(generics,refit) importFrom(generics,tidy) importFrom(ggplot2,aes) +importFrom(ggplot2,after_stat) importFrom(ggplot2,autolayer) importFrom(ggplot2,autoplot) importFrom(ggplot2,facet_grid) diff --git a/NEWS.md b/NEWS.md index 51dcd36..740250a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,12 @@ +# fabletools 0.4.0 + +## Improvements + +* Improved handling of `combination_model()` when used with transformed + component models. +* `autoplot()`, `autolayer()` and `autoplot()` now use + the ggdist package visualising uncertainty with distributional vectors. + # fabletools 0.3.4 ## New features diff --git a/R/broom.R b/R/broom.R index 0b00426..511313a 100644 --- a/R/broom.R +++ b/R/broom.R @@ -94,7 +94,7 @@ glance.mdl_df <- function(x, ...){ mbl_vars <- mable_vars(x) x <- mutate(as_tibble(x), dplyr::across(all_of(mbl_vars), function(x) lapply(x, glance, ...))) - x <- pivot_longer(x, mbl_vars, names_to = ".model", values_to = ".glanced") + x <- pivot_longer(x, all_of(mbl_vars), names_to = ".model", values_to = ".glanced") unnest(x, ".glanced") } @@ -126,7 +126,7 @@ tidy.mdl_df <- function(x, ...){ mbl_vars <- mable_vars(x) x <- mutate(as_tibble(x), dplyr::across(all_of(mbl_vars), function(x) lapply(x, tidy, ...))) - x <- pivot_longer(x, mbl_vars, names_to = ".model", values_to = ".tidied") + x <- pivot_longer(x, all_of(mbl_vars), names_to = ".model", values_to = ".tidied") unnest(x, ".tidied") } diff --git a/R/compat-purrr.R b/R/compat-purrr.R index 2404adb..d867388 100644 --- a/R/compat-purrr.R +++ b/R/compat-purrr.R @@ -201,4 +201,13 @@ compose <- function (...) { out } } + +flatten <- function(x) { + unlist(x, recursive = FALSE) +} + +squash <- function(x) { + unlist(x, recursive = TRUE) +} + # nocov end diff --git a/R/dplyr-mable.R b/R/dplyr-mable.R index 2e005d5..e6616aa 100644 --- a/R/dplyr-mable.R +++ b/R/dplyr-mable.R @@ -1,7 +1,7 @@ #' @export dplyr_row_slice.mdl_df <- function(data, i, ..., preserve = FALSE) { res <- dplyr_row_slice(as_tibble(data), i, ..., preserve = preserve) - build_mable(res, key = !!key_vars(data), model = !!mable_vars(data)) + build_mable(res, key = !!key_vars(data), model = mable_vars(data)) } #' @export @@ -15,7 +15,7 @@ dplyr_col_modify.mdl_df <- function(data, cols) { # } build_mable(res, key = !!key_vars(data), - model = !!union(mable_vars(data), names(which(is_mdl)))) + model = union(mable_vars(data), names(which(is_mdl)))) } #' @export @@ -24,7 +24,7 @@ dplyr_reconstruct.mdl_df <- function(data, template) { mbl_vars <- names(which(vapply(data, inherits, logical(1L), "lst_mdl"))) kv <- key_vars(template) if(all(kv %in% names(res))) { - build_mable(data, key = !!kv, model = !!mbl_vars) + build_mable(data, key = !!kv, model = mbl_vars) } else { as_tibble(res) } diff --git a/R/fable.R b/R/fable.R index 0bbb938..97a32e5 100644 --- a/R/fable.R +++ b/R/fable.R @@ -12,7 +12,14 @@ #' #' @export fable <- function(..., response, distribution){ - build_fable(tsibble(...), !!enquo(response), !!enquo(distribution)) + # Create tsibble from ... inputs + x <- tsibble(...) + + # If the response (from user input) needs converting + response <- eval_tidy(enquo(response)) + distribution <- names(x)[tidyselect::eval_select(enquo(distribution), x)] + + build_fable(x, response, distribution) } #' Is the object a fable @@ -39,9 +46,11 @@ as_fable <- function(x, ...){ #' @rdname as-fable #' @export as_fable.tbl_ts <- function(x, response, distribution, ...){ - build_fable(x, - response = !!enquo(response), - distribution = !!enquo(distribution)) + # If the response (from user input) needs converting + response <- eval_tidy(enquo(response)) + distribution <- names(x)[tidyselect::eval_select(enquo(distribution), x)] + + build_fable(x, response = response, distribution = distribution) } #' @rdname as-fable @@ -51,9 +60,11 @@ as_fable.grouped_ts <- as_fable.tbl_ts #' @rdname as-fable #' @export as_fable.tbl_df <- function(x, response, distribution, ...){ - build_fable(as_tsibble(x, ...), - response = !!enquo(response), - distribution = !!enquo(distribution)) + as_fable( + as_tsibble(x, ...), + response = !!enquo(response), + distribution = !!enquo(distribution) + ) } #' @rdname as-fable @@ -121,10 +132,6 @@ as_fable.forecast <- function(x, ..., point_forecast = list(.mean = mean)){ } build_fable <- function (x, response, distribution) { - # If the response (from user input) needs converting - response <- eval_tidy(enquo(response)) - distribution <- names(x)[tidyselect::eval_select(enquo(distribution), x)] - if(is_grouped_ts(x)){ fbl <- structure(x, class = c("grouped_fbl", "grouped_ts", "grouped_df", "fbl_ts", "tbl_ts", "tbl_df", "tbl", "data.frame"), @@ -199,7 +206,7 @@ restore_fable <- function(data, template){ fbl_vars <- setdiff(distribution_var(template), data_cols) res <- bind_cols(data, template[fbl_vars]) - build_fable(data, response = response_vars(template), distribution = !!distribution_var(template)) + build_fable(data, response = response_vars(template), distribution = distribution_var(template)) } #' @export diff --git a/R/fitted.R b/R/fitted.R index 3908f5b..af534d3 100644 --- a/R/fitted.R +++ b/R/fitted.R @@ -16,7 +16,7 @@ fitted.mdl_df <- function(object, ...){ kv <- key_vars(object) object <- mutate(as_tibble(object), dplyr::across(all_of(mbl_vars), function(x) lapply(x, fitted, ...))) - object <- pivot_longer(object, mbl_vars, names_to = ".model", values_to = ".fitted") + object <- pivot_longer(object, all_of(mbl_vars), names_to = ".model", values_to = ".fitted") unnest_tsbl(object, ".fitted", parent_key = c(kv, ".model")) } diff --git a/R/forecast.R b/R/forecast.R index 16a6c4e..338177e 100644 --- a/R/forecast.R +++ b/R/forecast.R @@ -156,7 +156,7 @@ forecast.mdl_ts <- function(object, new_data = NULL, h = NULL, bias_adjust = NUL # If there's nothing to forecast, return an empty fable. if(NROW(new_data) == 0){ new_data[[dist_col]] <- distributional::new_dist(dimnames = resp_vars) - fbl <- build_fable(new_data, response = resp_vars, distribution = !!sym(dist_col)) + fbl <- build_fable(new_data, response = resp_vars, distribution = dist_col) return(fbl) } # Compute forecasts @@ -246,7 +246,7 @@ forecast.mdl_ts <- function(object, new_data = NULL, h = NULL, bias_adjust = NUL interval = interval(new_data) ) - build_fable(fbl, response = resp_vars, distribution = !!sym(dist_col)) + build_fable(fbl, response = resp_vars, distribution = dist_col) } #' Construct a new set of forecasts diff --git a/R/hypothesise.R b/R/hypothesise.R index 38e9a60..8441f96 100644 --- a/R/hypothesise.R +++ b/R/hypothesise.R @@ -21,7 +21,7 @@ hypothesize.mdl_df <- function(x, ...){ mbl_vars <- mable_vars(x) x <- mutate(as_tibble(x), dplyr::across(all_of(mbl_vars), function(x) lapply(x, hypothesize, ...))) - x <- pivot_longer(x, mbl_vars, names_to = ".model", values_to = ".hypothesis") + x <- pivot_longer(x, all_of(mbl_vars), names_to = ".model", values_to = ".hypothesis") unnest(x, ".hypothesis") } diff --git a/R/mable.R b/R/mable.R index e5d8ad5..dfcb0bc 100644 --- a/R/mable.R +++ b/R/mable.R @@ -42,11 +42,11 @@ as_mable <- function(x, ...){ #' #' @export as_mable.data.frame <- function(x, key = NULL, model = NULL, ...){ - build_mable(x, key = !!enquo(key), model = !!enquo(model)) + build_mable(x, key = !!enquo(key), model = model) } build_mable <- function (x, key = NULL, key_data = NULL, model = NULL) { - model <- names(tidyselect::eval_select(enquo(model), data = x)) + model <- names(tidyselect::eval_select(all_of(model), data = x)) if(length(resp_var <- unique(map(x[model], function(mdl) response_vars(mdl[[1]])))) > 1){ abort("A mable can only contain models with the same response variable(s).") @@ -110,7 +110,7 @@ restore_mable <- function(data, template){ mbl_vars <- setdiff(key_vars(template), data_cols) res <- bind_cols(template[mbl_vars], data) - build_mable(res, key = !!key_vars(template), model = !!model_vars) + build_mable(res, key = !!key_vars(template), model = model_vars) } #' @export @@ -121,7 +121,7 @@ gather.mdl_df <- function(data, key = "key", value = "value", ..., na.rm = FALSE ..., na.rm = na.rm, convert = convert, factor_key = factor_key) mdls <- names(which(map_lgl(tbl, inherits, "lst_mdl"))) kv <- c(key_vars(data), key) - build_mable(tbl, key = !!kv, model = !!mdls) + build_mable(tbl, key = !!kv, model = mdls) } # Adapted from tsibble:::pivot_longer.tbl_ts @@ -137,7 +137,7 @@ pivot_longer.mdl_df <- function (data, ..., names_to = "name") { new_key <- c(key_vars(data), names_to) tbl <- tidyr::pivot_longer(as_tibble(data), ..., names_to = names_to) build_mable(tbl, key = !!new_key, - model = !!which(vapply(tbl, inherits, logical(1L), "lst_mdl"))) + model = which(vapply(tbl, inherits, logical(1L), "lst_mdl"))) } #' @export @@ -148,7 +148,7 @@ select.mdl_df <- function (.data, ...){ kv <- key_vars(.data) rm_kv <- intersect(kv, names(.data)[-loc]) - key_data <- vec_unique(select(key_data(.data), rm_kv)) + key_data <- vec_unique(select(key_data(.data), all_of(rm_kv))) # Drop/keep redundant/necessary key variables if(vec_size(key_data) == 1) { @@ -200,14 +200,14 @@ transmute.mdl_df <- function (.data, ...){ if(any(lengths(key_data[[length(key_data)]]) > 1)) return(out) else - return(build_mable(out, key_data = key_data, model = !!mv)) + return(build_mable(out, key_data = key_data, model = mv)) } # If all models are removed, return a tibble if(length(mv) == 0) return(out) - build_mable(out, key = !!old_kv, model = !!mv) + build_mable(out, key = !!old_kv, model = mv) } #' @export diff --git a/R/model.R b/R/model.R index 12dd938..7e0cab4 100644 --- a/R/model.R +++ b/R/model.R @@ -160,13 +160,14 @@ model_lhs <- function(model){ if(is_quosure(f)){ f <- get_expr(f) } - if(is.formula(f)){ - f_lhs(f) + return(f_lhs(f)) } - else{ - f + if(is.call(f)) { + if(call_name(f) == "~") + return(f[[2]]) } + f } #' Extract the right hand side of a model diff --git a/R/model_combination.R b/R/model_combination.R index 5da114b..15c76d9 100644 --- a/R/model_combination.R +++ b/R/model_combination.R @@ -50,9 +50,15 @@ combination_model <- function(..., cmbn_fn = combination_ensemble, abort("`combination_model()` must contain at least one valid model definition.") } + # Guess the response variable without transformations + resp <- Reduce(intersect, lapply(Filter(function(x) inherits(x, "mdl_defn"), mdls), function(x) all.vars(model_lhs(x)))) + if(length(resp) == 0) abort("`combination_model()` must use component models with the same response variable.") + cmbn_model <- new_model_class("cmbn_mdl", train = train_combination, specials = new_specials(xreg = function(...) NULL)) - new_model_definition(cmbn_model, !!quo(!!model_lhs(mdls[[1]])), ..., + fml <- mdls[[1]]$formula + fml <- quo_set_expr(fml, sym(resp[[1]])) + new_model_definition(cmbn_model, !!fml, ..., cmbn_fn = cmbn_fn, cmbn_args = cmbn_args) } @@ -276,51 +282,51 @@ forecast.model_combination <- function(object, new_data, specials, ...){ # Compute residual covariance to adjust the forecast variance # Assumes correlation across h is identical - if(all(mdls)){ - fc_cov <- var( - cbind( - residuals(object[[1]], type = "response")[[".resid"]], - residuals(object[[2]], type = "response")[[".resid"]] - ), - na.rm = TRUE - ) - } - else{ - fc_cov <- 0 - } - object[mdls] <- map(object[mdls], forecast, new_data = new_data, ...) - object[mdls] <- map(object[mdls], function(x) x[[distribution_var(x)]]) - - if(all(mdls)){ - fc_sd <- object %>% - map(function(x) sqrt(distributional::variance(x))) %>% - transpose_dbl() - fc_cov <- suppressWarnings(stats::cov2cor(fc_cov)) - fc_cov[!is.finite(fc_cov)] <- 0 # In case of perfect forecasts - fc_cov <- map_dbl(fc_sd, function(sigma) (diag(sigma)%*%fc_cov%*%t(diag(sigma)))[1,2]) - } + fbl <- object + fbl[mdls] <- map(fbl[mdls], forecast, new_data = new_data, ...) + fbl[mdls] <- map(fbl[mdls], function(x) x[[distribution_var(x)]]) - is_normal <- map_lgl(object[mdls], function(x) all(dist_types(x) == "dist_normal")) - if(all(is_normal)){ # Improve check to ensure all distributions are normal - .dist <- eval_tidy(expr, object) + is_normal <- map_lgl(fbl[mdls], function(x) all(dist_types(x) == "dist_normal")) + if(all(is_normal)){ + .dist <- eval_tidy(expr, fbl) + + # Adjust for covariance # var(x) + var(y) + 2*cov(x,y) - .dist <- distributional::dist_normal(mean(.dist), sqrt(distributional::variance(.dist) + 2*fc_cov)) + if(all(mdls)) { + fc_cov <- var( + cbind( + residuals(object[[1]], type = "response")[[".resid"]], + residuals(object[[2]], type = "response")[[".resid"]] + ), + na.rm = TRUE + ) + fc_sd <- fbl %>% + map(function(x) sqrt(distributional::variance(x))) %>% + transpose_dbl() + fc_cov <- suppressWarnings(stats::cov2cor(fc_cov)) + fc_cov[!is.finite(fc_cov)] <- 0 # In case of perfect forecasts + fc_cov <- map_dbl(fc_sd, function(sigma) (diag(sigma)%*%fc_cov%*%t(diag(sigma)))[1,2]) + .dist <- distributional::dist_normal(mean(.dist), sqrt(distributional::variance(.dist) + 2*fc_cov)) + } } else { - .dist <- distributional::dist_degenerate(eval_tidy(expr, map(object, mean))) + .dist <- distributional::dist_degenerate(eval_tidy(expr, map(fbl, mean))) } .dist } #' @export -generate.model_combination <- function(x, new_data, specials, ...){ - if(".innov" %in% new_data){ - abort("Providing innovations for simulating combination models is not supported.") +generate.model_combination <- function(x, new_data, specials, bootstrap = FALSE, ...){ + if(".innov" %in% names(new_data)){ + # Assume bootstrapped paths are requested (this needs future work) + bootstrap <- TRUE + new_data[[".innov"]] <- NULL + # abort("Providing innovations for simulating combination models is not supported.") } mdls <- map_lgl(x, is_model) expr <- attr(x, "combination") - x[mdls] <- map(x[mdls], generate, new_data, ...) + x[mdls] <- map(x[mdls], generate, new_data, bootstrap = bootstrap, ...) out <- x[[which(mdls)[1]]] sims <- map(x, function(x) if(is_tsibble(x)) x[[".sim"]] else x) out[[".sim"]] <- eval_tidy(expr, sims) @@ -335,3 +341,16 @@ fitted.model_combination <- function(object, ...){ fits <- map(object, function(x) if(is_tsibble(x)) x[[".fitted"]] else x) eval_tidy(expr, fits) } + +#' @export +residuals.model_combination <- function(object, type = "response", ...) { + mdls <- map_lgl(object, is_model) + expr <- attr(object, "combination") + # Ignore type and always give response residuals here + # if(type != "response") { + # stop("Only response residuals are supported for combination models.") + # } + object[mdls] <- map(object[mdls], residuals, type = "response", ...) + res <- map(object, function(x) if(is_tsibble(x)) x[[".resid"]] else x) + eval_tidy(expr, res) +} \ No newline at end of file diff --git a/R/model_decomposition.R b/R/model_decomposition.R index 88fb9ef..0508a5f 100644 --- a/R/model_decomposition.R +++ b/R/model_decomposition.R @@ -67,7 +67,11 @@ Please specify an appropriate model for these components", model <- reduce(c(mdls, mdls_default), `+`) - if(!isTRUE(all.equal(response(model)[[".response"]], .data[[measured_vars(.data)]]))){ + all_match <- function(x, y) { + non_missing <- stats::complete.cases(x, y) + isTRUE(all.equal(x[non_missing], y[non_missing])) + } + if(!all_match(response(model)[[".response"]], .data[[measured_vars(.data)]])) { abort( "The models specified do not combine to give the correct response. Please check that you have specified the decomposition models appropriately.") diff --git a/R/outliers.R b/R/outliers.R index 02c8225..53364a7 100644 --- a/R/outliers.R +++ b/R/outliers.R @@ -18,7 +18,7 @@ outliers.mdl_df <- function(object, ...){ kv <- key_vars(object) object <- mutate(as_tibble(object), dplyr::across(all_of(mbl_vars), function(x) lapply(x, outliers, ...))) - object <- pivot_longer(object, mbl_vars, names_to = ".model", values_to = ".outliers") + object <- pivot_longer(object, all_of(mbl_vars), names_to = ".model", values_to = ".outliers") unnest_tsbl(object, ".outliers", parent_key = c(kv, ".model")) } diff --git a/R/plot.R b/R/plot.R index 719d338..3eacdf7 100644 --- a/R/plot.R +++ b/R/plot.R @@ -123,10 +123,6 @@ autolayer.tbl_ts <- function(object, .vars = NULL, ...){ #' @importFrom ggplot2 fortify #' @export fortify.fbl_ts <- function(model, data = NULL, level = c(80, 95), ...){ - if(deparse(match.call()) != "fortify.fbl_ts(object = data)"){ - warn("The output of `fortify()` has changed to better suit usage with the ggdist package. -If you're using it to extract intervals, consider using `hilo()` to compute intervals, and `unpack_hilo()` to obtain values.") - } return(as_tibble(model)) } @@ -224,7 +220,6 @@ autoplot.fbl_ts <- function(object, data = NULL, level = c(80, 95), show_gap = T #' autoplot(Beer) + #' autolayer(fc) #' -#' @importFrom distributional scale_level_continuous guide_level #' @export autolayer.fbl_ts <- function(object, data = NULL, level = c(80, 95), point_forecast = list(mean = mean), show_gap = TRUE, ...){ @@ -246,7 +241,8 @@ build_fbl_layer <- function(object, data = NULL, level = c(80, 95), dist_var <- distribution_var(object) idx <- index(object) common_models <- duplicated(key_data[[mdl_key]] %||% rep(TRUE, NROW(key_data(object)))) - colour <- colour %||% color %||% fill %||% "blue" + colour <- colour %||% color %||% fill %||% "#446ffc" + without <- function(x, el) x[setdiff(names(x), el)] if(isFALSE(level)){ warn("Plot argument `level` should be a numeric vector of levels to display. Setting `level = NULL` will remove the intervals from the plot.") @@ -306,62 +302,119 @@ build_fbl_layer <- function(object, data = NULL, level = c(80, 95), mapping$group <- expr(interaction(!!!map(grp, function(x) expr(format(!!x))), sep = "/")) } - single_row <- filter(key_data(object), lengths(!!sym(".rows")) == 1) + # Single time point forecasts + kd <- key_data(object) + single_row <- lapply(split(kd$.rows, lengths(kd$.rows) == 1), unlist) out <- list() object <- object %>% dplyr::mutate_if(~inherits(., "agg_vec"), compose(trimws, format)) - if(!is.null(level)){ - interval_data <- as_tibble(hilo(object, level = level)) %>% - tidyr::pivot_longer(paste0(level, "%"), names_to = NULL, values_to = "hilo") - if(length(resp_var) > 1){ - interval_data <- interval_data[setdiff(names(interval_data), resp_var)] %>% - tidyr::unpack("hilo", names_repair = "minimal") %>% - tidyr::pivot_longer(names(interval_data$hilo), names_to = ".response", values_to = "hilo") + + # Adapted from ggdist:::draw_key_lineribbon + draw_key_ribbon <- function (self, data, params, size) { + data$alpha <- data$alpha %||% NA + if (is.null(data[["fill"]]) && (!is.null(data[["fill_ramp"]]) || !all(is.na(data[["alpha"]])))) { + data$fill = "gray65" + } + # Apply ramped fill + if (!is.null(data[["fill_ramp"]])) { + data$fill = mapply(function(color, amount){ + (scales::seq_gradient_pal(attr(amount, "from") %||% "white", color))(amount %||% NA) + }, data$fill, data$fill_ramp) } + ggplot2::draw_key_rect(data, params, size) + } + + # Add forecast interval ribbons to plot + if(!is.null(level)){ intvl_mapping <- mapping - intvl_mapping$hilo <- sym("hilo") + # intvl_mapping$dist <- sym(distribution_var(object)) + intvl_mapping$ymin <- sym(".lower") + intvl_mapping$ymax <- sym(".upper") + intvl_mapping$fill_ramp <- intvl_mapping$colour_ramp <- sym(".width") + intvl_mapping$fill <- intvl_mapping$colour <- col + + dist_qi_frame <- function(data, level) { + data <- ggdist::median_qi(as_tibble(data), !!sym(distribution_var(data)), .width = level/100) + names(data)[match(".index", names(data))] <- ".response" + data + } if(!is.null(col)){ - intvl_mapping$fill <- col - out[[1]] <- distributional::geom_hilo_ribbon(intvl_mapping, data = dplyr::anti_join(interval_data, single_row, by = key_vars), ..., inherit.aes = FALSE) - intvl_mapping$colour <- col - intvl_mapping$fill <- NULL - out[[2]] <- distributional::geom_hilo_linerange(intvl_mapping, data = dplyr::semi_join(interval_data, single_row, by = key_vars), ..., inherit.aes = FALSE) - out[[3]] <- ggplot2::labs(fill = col_nm) + if(length(single_row[["FALSE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::geom_lineribbon(without(intvl_mapping, "colour_ramp"), data = dist_qi_frame(object[single_row[["FALSE"]],], level), ..., inherit.aes = FALSE, key_glyph = draw_key_ribbon) + } + if(length(single_row[["TRUE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::stat_interval(intvl_mapping, data = dist_qi_frame(object[single_row[["TRUE"]],], level), ..., inherit.aes = FALSE, key_glyph = draw_key_ribbon) + } + out[[length(out) + 1L]] <- ggplot2::labs(fill = col_nm) + } else { + if(length(single_row[["FALSE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::geom_lineribbon(without(intvl_mapping, "colour_ramp"), data = dist_qi_frame(object[single_row[["FALSE"]],], level), fill = colour, ..., inherit.aes = FALSE, key_glyph = draw_key_ribbon) + } + if(length(single_row[["TRUE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::stat_interval(intvl_mapping, data = dist_qi_frame(object[single_row[["TRUE"]],], level), colour = colour, ..., inherit.aes = FALSE, key_glyph = draw_key_ribbon) + } + } + + # Add scale for confidence level ramp + if(length(level) > 6) { + level_breaks <- ggplot2::waiver() + level_guide <- ggdist::guide_rampbar() } else { - out[[1]] <- distributional::geom_hilo_ribbon(intvl_mapping, data = dplyr::anti_join(interval_data, single_row, by = key_vars), fill = colour, ..., inherit.aes = FALSE) - out[[2]] <- distributional::geom_hilo_linerange(intvl_mapping, data = dplyr::semi_join(interval_data, single_row, by = key_vars), colour = colour, ..., inherit.aes = FALSE) + level_breaks <- level/100 + level_guide <- "legend" + } + if(length(single_row[["FALSE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::scale_fill_ramp_continuous(name = "level", from = "white", breaks = level_breaks, limits = function(l) range(l), range = c(0.7, 0.3), labels = function(x) scales::percent(as.numeric(x)), guide = level_guide) + } + if(length(single_row[["TRUE"]]) > 0) { + out[[length(out) + 1L]] <- ggdist::scale_colour_ramp_continuous(name = "level", from = "white", breaks = level_breaks, limits = function(l) range(l), range = c(0.7, 0.3), labels = function(x) scales::percent(as.numeric(x)), guide = level_guide) } } + # Calculate point forecasts object <- as_tibble(object) object[names(point_forecast)] <- map(point_forecast, calc, object[[dist_var]]) - object <- tidyr::pivot_longer(object[-match(dist_var, names(object))], names(point_forecast), names_to = "Point forecast", values_to = dist_var) - if(length(resp_var) > 1){ - object[[dist_var]] <- as_tibble(object[[dist_var]]) - object <- object[setdiff(names(object), resp_var)] %>% - tidyr::unpack(!!dist_var) %>% - tidyr::pivot_longer(names(object[[dist_var]]), names_to = ".response", values_to = dist_var) + + unpack_data <- function(x) { + x <- tidyr::pivot_longer(x[-match(dist_var, names(x))], names(point_forecast), names_to = "Point forecast", values_to = dist_var) + if(length(resp_var) > 1){ + x[[dist_var]] <- as_tibble(x[[dist_var]]) + x <- x[setdiff(names(x), resp_var)] %>% + tidyr::unpack(!!dist_var) %>% + tidyr::pivot_longer(names(x[[dist_var]]), names_to = ".response", values_to = dist_var) + } + x } + # Add point forecasts to plot mapping$y <- sym(dist_var) if(length(point_forecast) > 1){ mapping$linetype <- mapping$shape <- sym("Point forecast") grp <- c(grp, mapping$linetype) mapping$group <- expr(interaction(!!!map(grp, function(x) expr(format(!!x))), sep = "/")) } - without <- function(x, el) x[setdiff(names(x), el)] object <- as_tibble(object) if(!is.null(col)){ mapping$colour <- col - out[[length(out) + 1]] <- geom_line(mapping = without(mapping, "shape"), data = dplyr::anti_join(object, single_row, by = key_vars), ..., inherit.aes = FALSE, key_glyph = ggplot2::draw_key_timeseries) - out[[length(out) + 1]] <- ggplot2::geom_point(mapping = without(mapping, "linetype"), data = dplyr::semi_join(object, single_row, by = key_vars), ..., inherit.aes = FALSE, key_glyph = ggplot2::draw_key_blank) - out[[length(out) + 1]] <- ggplot2::labs(colour = col_nm) + + if(length(single_row[["FALSE"]]) > 0) { + out[[length(out) + 1L]] <- geom_line(mapping = without(mapping, "shape"), data = unpack_data(object[single_row[["FALSE"]],]), ..., inherit.aes = FALSE)#, key_glyph = ggplot2::draw_key_timeseries) + } + if(length(single_row[["TRUE"]]) > 0) { + out[[length(out) + 1L]] <- ggplot2::geom_point(mapping = without(mapping, "linetype"), data = unpack_data(object[single_row[["TRUE"]],]), size = 3, ..., inherit.aes = FALSE) + } + out[[length(out) + 1L]] <- ggplot2::labs(colour = col_nm) } else { - out[[length(out) + 1]] <- geom_line(mapping = without(mapping, "shape"), data = dplyr::anti_join(object, single_row, by = key_vars), color = colour, ..., inherit.aes = FALSE, key_glyph = ggplot2::draw_key_timeseries) - out[[length(out) + 1]] <- ggplot2::geom_point(mapping = without(mapping, "linetype"), data = dplyr::semi_join(object, single_row, by = key_vars), color = colour, ..., inherit.aes = FALSE, key_glyph = ggplot2::draw_key_blank) + if(length(single_row[["FALSE"]]) > 0) { + out[[length(out) + 1L]] <- geom_line(mapping = without(mapping, "shape"), data = unpack_data(object[single_row[["FALSE"]],]), color = colour, ..., inherit.aes = FALSE)#, key_glyph = ggplot2::draw_key_timeseries) + } + if(length(single_row[["TRUE"]]) > 0) { + out[[length(out) + 1L]] <- ggplot2::geom_point(mapping = without(mapping, "linetype"), data = unpack_data(object[single_row[["TRUE"]],]), color = colour, size = 3, ..., inherit.aes = FALSE) + } } + out } @@ -385,7 +438,7 @@ build_fbl_layer <- function(object, data = NULL, level = c(80, 95), #' components() %>% #' autoplot() #' -#' @importFrom ggplot2 ggplot geom_line geom_rect facet_grid vars ylab labs +#' @importFrom ggplot2 ggplot geom_line geom_rect facet_grid vars ylab labs after_stat #' @export autoplot.dcmp_ts <- function(object, .vars = NULL, scale_bars = TRUE, level = c(80, 95), ...){ @@ -413,13 +466,18 @@ autoplot.dcmp_ts <- function(object, .vars = NULL, scale_bars = TRUE, interval_data <- tidyr::pivot_longer( interval_data, paste0(level, "%"), names_to = NULL, values_to = "hilo" ) - intvl_aes <- aes(x = !!idx, hilo = !!sym("hilo")) + intvl_aes <- aes(x = !!idx, dist = !!sym(".val"), fill_ramp = after_stat(level)) line_aes <- aes(x = !!idx, y = mean(!!sym(".val"))) if(n_keys > 1){ - line_aes$colour <- intvl_aes$fill <- expr(interaction(!!!keys, sep = "/")) + line_aes$colour <- intvl_aes$fill <- intvl_aes$group <- expr(interaction(!!!keys, sep = "/")) } dcmp_geom <- list( - distributional::geom_hilo_ribbon(intvl_aes, ..., data = interval_data), + if(n_keys > 1) { + ggdist::stat_ribbon(intvl_aes, .width = level/100, ...) + } else { + ggdist::stat_ribbon(intvl_aes, fill = "gray65", .width = level/100, ...) + }, + ggdist::scale_fill_ramp_discrete(from = "white", range = c(0.3, 0.7), labels = function(x) scales::percent(as.numeric(x))), geom_line(line_aes, ...) ) } else { @@ -437,7 +495,8 @@ autoplot.dcmp_ts <- function(object, .vars = NULL, scale_bars = TRUE, ylab(NULL) + labs( title = paste(method%||%"A", "decomposition"), - subtitle = paste(c(expr_text(get_expr(.vars)), dcmp_str), collapse = " = ") + subtitle = paste(c(expr_text(get_expr(.vars)), dcmp_str), collapse = " = "), + fill = "Model", colour = "Model" ) # Rangebars @@ -469,7 +528,8 @@ autoplot.dcmp_ts <- function(object, .vars = NULL, scale_bars = TRUE, } if(!is_empty(keys)){ - p <- p + guides(colour = guide_legend(paste0(map_chr(keys, expr_name), collapse = "/"))) + colour_title <- paste0(map_chr(keys, expr_name), collapse = "/") + p <- p + labs(colour = colour_title, fill = colour_title) } p diff --git a/R/reexports.R b/R/reexports.R index b6da2b8..90056b6 100644 --- a/R/reexports.R +++ b/R/reexports.R @@ -64,7 +64,3 @@ generics::forecast #' @importFrom distributional hilo #' @export distributional::hilo - -#' @importFrom distributional guide_level -#' @export -distributional::guide_level \ No newline at end of file diff --git a/R/residuals.R b/R/residuals.R index 9dc3e1a..10ad5c9 100644 --- a/R/residuals.R +++ b/R/residuals.R @@ -13,7 +13,7 @@ residuals.mdl_df <- function(object, ...){ kv <- key_vars(object) object <- mutate(as_tibble(object), dplyr::across(all_of(mbl_vars), function(x) lapply(x, residuals, ...))) - object <- pivot_longer(object, mbl_vars, names_to = ".model", values_to = ".resid") + object <- pivot_longer(object, all_of(mbl_vars), names_to = ".model", values_to = ".resid") unnest_tsbl(object, ".resid", parent_key = c(kv, ".model")) } diff --git a/R/vctrs-fable.R b/R/vctrs-fable.R index bc604ea..a5422b4 100644 --- a/R/vctrs-fable.R +++ b/R/vctrs-fable.R @@ -55,7 +55,7 @@ fable_ptype2 <- function(x, y, ...) { out, key_data = tibble(!!!x[key_x], !!".rows" := list_of(.ptype = integer())), index = idx_x, index2 = idx_x, ordered = TRUE, interval = new_interval()) - build_fable(tsbl, response = resp_x, distribution = !!dist_x) + build_fable(tsbl, response = resp_x, distribution = dist_x) } #' @rdname fable-vctrs diff --git a/build/fabletools.pdf b/build/fabletools.pdf index de19928de407b05ce18a54b1530dc314ffcfa252..fc37ee34f367ee59310c38ae4173ab2ac1155563 100644 GIT binary patch delta 124169 zcmZs?V{j%+^z9o?Y-3_u6Ki7IwrxML{lvCy+qP{x6DRjQ=YQ**s#~|Jt7}((>o2?a z`mJ6MK%}W#q<9Vl7Is)h8B;rR7Yib0w$wdjP#Qq9#-!aQH}dueZJQ0&Du(CW+08+1A#SVC^5pn_zWSK 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