diff --git a/NAMESPACE b/NAMESPACE index 4d1a9118..de503ab6 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,8 +1,13 @@ # Generated by roxygen2: do not edit by hand S3method("$",loo) +S3method("$",loo_diagnostics) +S3method("$<-",loo_diagnostics) S3method("[",loo) +S3method("[",loo_diagnostics) S3method("[[",loo) +S3method("[[",loo_diagnostics) +S3method("[[<-",loo_diagnostics) S3method(.compute_point_estimate,default) S3method(.compute_point_estimate,matrix) S3method(.ndraws,default) diff --git a/NEWS.md b/NEWS.md index 6f182376..48f81605 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,7 @@ # loo (development version) +* Rename `diagnostics$n_eff` to `diagnostics$ess`. The `diagnostics` list now has class `"loo_diagnostics"`, with custom `$`, `[[`, and `[` methods that emit a deprecation warning when `n_eff` is accessed. The internal column name in `pareto_k_table` is now `"Min. ESS"`. (#192) + # loo 2.9.0 * Avoid under and overflows in stacking by @avehtari in #273 diff --git a/R/diagnostics.R b/R/diagnostics.R index 77b4eb43..273282e5 100644 --- a/R/diagnostics.R +++ b/R/diagnostics.R @@ -114,7 +114,7 @@ NULL #' @export #' @return `pareto_k_table()` returns an object of class #' `"pareto_k_table"`, which is a matrix with columns `"Count"`, -#' `"Proportion"`, and `"Min. n_eff"`, and has its own print method. +#' `"Proportion"`, and `"Min. ESS"`, and has its own print method. #' pareto_k_table <- function(x) { k <- pareto_k_values(x) @@ -132,7 +132,7 @@ pareto_k_table <- function(x) { out <- cbind( Count = count, Proportion = prop.table(count), - "Min. n_eff" = min_n_eff + "Min. ESS" = min_n_eff ) attr(out, "k_threshold") <- k_threshold structure(out, class = c("pareto_k_table", class(out))) @@ -152,8 +152,7 @@ print.pareto_k_table <- function(x, digits = 1, ...) { " " = c("(good)", "(bad)", "(very bad)"), "Count" = .fr(count, 0), "Pct. " = paste0(.fr(100 * x[, "Proportion"], digits), "%"), - # Print ESS as n_eff terms has been deprecated - "Min. ESS" = round(x[, "Min. n_eff"]) + "Min. ESS" = round(x[, "Min. ESS"]) ) tab2 <- rbind(tab) cat("Pareto k diagnostic values:\n") @@ -214,12 +213,14 @@ pareto_k_influence_values <- function(x) { #' @return `psis_n_eff_values()` returns a vector of the estimated PSIS #' effective sample sizes. psis_n_eff_values <- function(x) { - n_eff <- x$diagnostics[["n_eff"]] - if (is.null(n_eff)) { - # Print ESS as n_eff terms has been deprecated - stop("No PSIS ESS estimates found.", call. = FALSE) + diag <- unclass(x$diagnostics) + if (!is.null(diag[["ess"]])) { + return(diag[["ess"]]) + } + if (!is.null(diag[["n_eff"]])) { + return(diag[["n_eff"]]) } - return(n_eff) + stop("No PSIS ESS estimates found.", call. = FALSE) } #' @rdname pareto-k-diagnostic @@ -438,3 +439,83 @@ min_n_eff_by_k <- function(n_eff, kcut) { ps_khat_threshold <- function(S, ...) { min(1 - 1 / log10(S), 0.7) } + + +# loo_diagnostics class -------------------------------------------------- + +#' Create a diagnostics list with class `"loo_diagnostics"` +#' +#' @noRd +#' @param pareto_k Vector of Pareto k estimates. +#' @param ess Vector of PSIS effective sample size estimates. +#' @param r_eff Vector of relative MCMC effective sample sizes (optional). +#' @return A list with class `"loo_diagnostics"` containing `pareto_k`, `ess`, +#' `n_eff` (kept for backward compatibility), and optionally `r_eff`. +loo_diagnostics <- function(pareto_k, ess, r_eff = NULL) { + out <- list(pareto_k = pareto_k, ess = ess, n_eff = ess, r_eff = r_eff) + structure(out, class = "loo_diagnostics") +} + +#' @export +`$.loo_diagnostics` <- function(x, name) { + if (identical(name, "n_eff")) { + warning( + "Accessing 'n_eff' using '$' is deprecated. ", + "Please use 'ess' instead.", + call. = FALSE + ) + } + NextMethod() +} + +#' @export +`[[.loo_diagnostics` <- function(x, i, exact = TRUE) { + if (is.character(i) && identical(i, "n_eff")) { + warning( + "Accessing 'n_eff' using '[[' is deprecated. ", + "Please use 'ess' instead.", + call. = FALSE + ) + } + NextMethod() +} + +#' @export +`[.loo_diagnostics` <- function(x, i) { + if (is.character(i) && identical(i, "n_eff")) { + warning( + "Accessing 'n_eff' using '[' is deprecated. ", + "Please use 'ess' instead.", + call. = FALSE + ) + } + NextMethod() +} + +#' @export +`$<-.loo_diagnostics` <- function(x, name, value) { + if (identical(name, "n_eff")) { + x <- unclass(x) + x[["n_eff"]] <- value + x[["ess"]] <- value + return(structure(x, class = "loo_diagnostics")) + } + if (identical(name, "ess")) { + x <- unclass(x) + x[["ess"]] <- value + x[["n_eff"]] <- value + return(structure(x, class = "loo_diagnostics")) + } + NextMethod() +} + +#' @export +`[[<-.loo_diagnostics` <- function(x, i, value) { + if (is.character(i) && i %in% c("n_eff", "ess")) { + x <- unclass(x) + x[["n_eff"]] <- value + x[["ess"]] <- value + return(structure(x, class = "loo_diagnostics")) + } + NextMethod() +} diff --git a/R/importance_sampling.R b/R/importance_sampling.R index 80ec5c8a..1d804e4e 100644 --- a/R/importance_sampling.R +++ b/R/importance_sampling.R @@ -153,7 +153,7 @@ importance_sampling_object <- out <- structure( list( log_weights = unnormalized_log_weights, - diagnostics = list(pareto_k = pareto_k, n_eff = NULL, r_eff = r_eff) + diagnostics = loo_diagnostics(pareto_k = pareto_k, ess = NULL, r_eff = r_eff) ), # attributes norm_const_log = norm_const_log, @@ -166,7 +166,8 @@ importance_sampling_object <- # need normalized weights (not on log scale) for psis_n_eff w <- weights(out, normalize = TRUE, log = FALSE) - out$diagnostics[["n_eff"]] <- psis_n_eff(w, r_eff) + ess_val <- psis_n_eff(w, r_eff) + out$diagnostics <- loo_diagnostics(pareto_k = pareto_k, ess = ess_val, r_eff = r_eff) return(out) } diff --git a/R/loo.R b/R/loo.R index 10b1bdc7..ab4df475 100644 --- a/R/loo.R +++ b/R/loo.R @@ -71,12 +71,14 @@ #' } #' #' \item{`diagnostics`}{ -#' A named list containing two vectors: +#' A named list (of class `"loo_diagnostics"`) containing: #' * `pareto_k`: Importance sampling reliability diagnostics. By default, #' these are equal to the `influence_pareto_k` in `pointwise`. #' Some algorithms can improve importance sampling reliability and #' modify these diagnostics. See the [pareto-k-diagnostic] page for details. -#' * `n_eff`: PSIS effective sample size estimates. +#' * `ess`: PSIS effective sample size estimates. +#' * `n_eff`: Deprecated alias for `ess`. Accessing `n_eff` will +#' produce a deprecation warning. #' } #' #' \item{`psis_object`}{ @@ -286,9 +288,9 @@ loo.function <- diagnostics <- psis_out$diagnostics } else { diagnostics_list <- lapply(psis_list, "[[", "diagnostics") - diagnostics <- list( + diagnostics <- loo_diagnostics( pareto_k = psis_apply(diagnostics_list, "pareto_k"), - n_eff = psis_apply(diagnostics_list, "n_eff"), + ess = psis_apply(diagnostics_list, "ess"), r_eff = psis_apply(diagnostics_list, "r_eff") ) } @@ -545,9 +547,9 @@ list2importance_sampling <- function(objects) { structure( list( log_weights = log_weights, - diagnostics = list( + diagnostics = loo_diagnostics( pareto_k = psis_apply(diagnostics, item = "pareto_k"), - n_eff = psis_apply(diagnostics, item = "n_eff"), + ess = psis_apply(diagnostics, item = "ess"), r_eff = psis_apply(diagnostics, item = "r_eff") ) ), diff --git a/R/loo_approximate_posterior.R b/R/loo_approximate_posterior.R index 3a3bce09..28709d89 100644 --- a/R/loo_approximate_posterior.R +++ b/R/loo_approximate_posterior.R @@ -141,9 +141,9 @@ loo_approximate_posterior.function <- diagnostics <- psis_out$diagnostics } else { diagnostics_list <- lapply(psis_list, "[[", "diagnostics") - diagnostics <- list( + diagnostics <- loo_diagnostics( pareto_k = psis_apply(diagnostics_list, "pareto_k"), - n_eff = psis_apply(diagnostics_list, "n_eff") + ess = psis_apply(diagnostics_list, "ess") ) } diff --git a/R/loo_moment_matching.R b/R/loo_moment_matching.R index 110eff93..f5286608 100644 --- a/R/loo_moment_matching.R +++ b/R/loo_moment_matching.R @@ -147,7 +147,7 @@ loo_moment_match.default <- function(x, loo, post_draws, log_lik_i, loo$pointwise[i, "looic"] <- mm_list[[ii]]$looic loo$diagnostics$pareto_k[i] <- mm_list[[ii]]$k - loo$diagnostics$n_eff[i] <- mm_list[[ii]]$n_eff + loo$diagnostics[["ess"]][i] <- mm_list[[ii]]$n_eff kfs[i] <- mm_list[[ii]]$kf if (!is.null(loo$psis_object)) { diff --git a/R/loo_subsample.R b/R/loo_subsample.R index a12e8a79..f1b9bc34 100644 --- a/R/loo_subsample.R +++ b/R/loo_subsample.R @@ -981,10 +981,15 @@ rbind_psis_loo_ss <- function(object, x) { checkmate::assert_disjunct(object$pointwise[, "idx"], x$pointwise[, "idx"]) object$pointwise <- rbind(object$pointwise, x$pointwise) - object$diagnostics$pareto_k <- - c(object$diagnostics$pareto_k, x$diagnostics$pareto_k) - object$diagnostics$n_eff <- c(object$diagnostics$n_eff, x$diagnostics$n_eff) - object$diagnostics$r_eff <- c(object$diagnostics$r_eff, x$diagnostics$r_eff) + new_diag <- unclass(object$diagnostics) + x_diag <- unclass(x$diagnostics) + new_ess <- if (!is.null(new_diag$ess)) new_diag$ess else new_diag$n_eff + x_ess <- if (!is.null(x_diag$ess)) x_diag$ess else x_diag$n_eff + object$diagnostics <- loo_diagnostics( + pareto_k = c(new_diag$pareto_k, x_diag$pareto_k), + ess = c(new_ess, x_ess), + r_eff = c(new_diag$r_eff, x_diag$r_eff) + ) attr(object, "dims")[2] <- nrow(object$pointwise) object } @@ -1006,9 +1011,13 @@ remove_idx.psis_loo_ss <- function(object, idxs) { row_map <- merge(row_map, idxs, by = "idx", all.y = TRUE) object$pointwise <- object$pointwise[-row_map$row_no,,drop = FALSE] - object$diagnostics$pareto_k <- object$diagnostics$pareto_k[-row_map$row_no] - object$diagnostics$n_eff <- object$diagnostics$n_eff[-row_map$row_no] - object$diagnostics$r_eff <- object$diagnostics$r_eff[-row_map$row_no] + d <- unclass(object$diagnostics) + d_ess <- if (!is.null(d$ess)) d$ess else d$n_eff + object$diagnostics <- loo_diagnostics( + pareto_k = d$pareto_k[-row_map$row_no], + ess = d_ess[-row_map$row_no], + r_eff = d$r_eff[-row_map$row_no] + ) attr(object, "dims")[2] <- nrow(object$pointwise) object } @@ -1028,9 +1037,13 @@ order.psis_loo_ss <- function(x, observations) { row_map_obs <- data.frame(row_no_obs = 1:length(observations), idx = observations) row_map <- merge(row_map_obs, row_map_x, by = "idx", sort = FALSE) x$pointwise <- x$pointwise[row_map$row_no_x,,drop = FALSE] - x$diagnostics$pareto_k <- x$diagnostics$pareto_k[row_map$row_no_x] - x$diagnostics$n_eff <- x$diagnostics$n_eff[row_map$row_no_x] - x$diagnostics$r_eff <- x$diagnostics$r_eff[row_map$row_no_x] + d <- unclass(x$diagnostics) + d_ess <- if (!is.null(d$ess)) d$ess else d$n_eff + x$diagnostics <- loo_diagnostics( + pareto_k = d$pareto_k[row_map$row_no_x], + ess = d_ess[row_map$row_no_x], + r_eff = d$r_eff[row_map$row_no_x] + ) x } diff --git a/R/psis.R b/R/psis.R index ce5207d8..18b4b70f 100644 --- a/R/psis.R +++ b/R/psis.R @@ -36,11 +36,13 @@ #' class `"psis"`. #' } #' \item{`diagnostics`}{ -#' A named list containing two vectors: +#' A named list (of class `"loo_diagnostics"`) containing: #' * `pareto_k`: Estimates of the shape parameter \eqn{k} of the #' generalized Pareto distribution. See the [pareto-k-diagnostic] #' page for details. -#' * `n_eff`: PSIS effective sample size estimates. +#' * `ess`: PSIS effective sample size estimates. +#' * `n_eff`: Deprecated alias for `ess`. Accessing `n_eff` will +#' produce a deprecation warning. #' } #' } #' diff --git a/R/sis.R b/R/sis.R index fa64e358..4d2fbe98 100644 --- a/R/sis.R +++ b/R/sis.R @@ -31,7 +31,8 @@ #' \item{`diagnostics`}{ #' A named list containing one vector: #' * `pareto_k`: Not used in `sis`, all set to 0. -#' * `n_eff`: effective sample size estimates. +#' * `ess`: Effective sample size estimates. +#' * `n_eff`: Deprecated alias for `ess`. #' } #' } #' diff --git a/R/tis.R b/R/tis.R index 39bf166d..fdf33746 100644 --- a/R/tis.R +++ b/R/tis.R @@ -34,7 +34,8 @@ #' \item{`diagnostics`}{ #' A named list containing one vector: #' * `pareto_k`: Not used in `tis`, all set to 0. -#' * `n_eff`: Effective sample size estimates. +#' * `ess`: Effective sample size estimates. +#' * `n_eff`: Deprecated alias for `ess`. #' } #' } #' diff --git a/tests/testthat/_snaps/loo_and_waic.md b/tests/testthat/_snaps/loo_and_waic.md index 018b6d98..352e9907 100644 --- a/tests/testthat/_snaps/loo_and_waic.md +++ 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WAoAAAACAAQFAAACAwAAAAMTAAAACAAAAg4AAAAGwFTh8N3JQlhACijAYdW5U0Bk4fDdyUJY + WAoAAAACAAQFAgACAwAAAAMTAAAACAAAAg4AAAAGwFTh8N3JQlhACijAYdW5U0Bk4fDdyUJY QBEIPbMRcF8/8f1l7HLzXkAhCD2zEXBfAAAEAgAAAAEABAAJAAAAA2RpbQAAAA0AAAACAAAA AwAAAAIAAAQCAAAAAQAEAAkAAAAIZGltbmFtZXMAAAATAAAAAgAAABAAAAADAAQACQAAAAll bHBkX3dhaWMABAAJAAAABnBfd2FpYwAEAAkAAAAEd2FpYwAAABAAAAACAAQACQAAAAhFc3Rp @@ -88,7 +94,7 @@ --- - WAoAAAACAAQFAAACAwAAAAMTAAAAAgAAAg4AAAAEwFQQqtq6lJBAZBCq2rqUkEAJ4d/NRDUI + WAoAAAACAAQFAgACAwAAAAMTAAAAAgAAAg4AAAAEwFQQqtq6lJBAZBCq2rqUkEAJ4d/NRDUI QBnh381ENQgAAAQCAAAAAQAEAAkAAAADZGltAAAADQAAAAIAAAACAAAAAgAABAIAAAABAAQA CQAAAAhkaW1uYW1lcwAAABMAAAACAAAAEAAAAAIABAAJAAAABGVscGQABAAJAAAAAmljAAAA EAAAAAIABAAJAAAACEVzdGltYXRlAAQACQAAAAJTRQAAAP4AAAIOAAAAQMACuOcc0X3kwADs diff --git a/tests/testthat/_snaps/loo_moment_matching.md b/tests/testthat/_snaps/loo_moment_matching.md index e34c5d48..ed0addf9 100644 --- a/tests/testthat/_snaps/loo_moment_matching.md +++ b/tests/testthat/_snaps/loo_moment_matching.md @@ -32,227 +32,247 @@ # loo_moment_match.default works - WAoAAAACAAQFAAACAwAAAAMTAAAACgAAAg4AAAAGwFJQKLlLGUdAJeeelRE5/EBiUCi5SxlH - QDIH7c01qv5AJJ/C+xNRK0BCB+3NNar+AAAEAgAAAAEABAAJAAAAA2RpbQAAAA0AAAACAAAA + WAoAAAACAAQFAgACAwAAAAMTAAAACgAAAg4AAAAGwFJQKLlLGUVAJeeelRE57EBiUCi5SxlF + QDIH7c01qvhAJJ/C+xNRIEBCB+3NNar4AAAEAgAAAAEABAAJAAAAA2RpbQAAAA0AAAACAAAA AwAAAAIAAAQCAAAAAQAEAAkAAAAIZGltbmFtZXMAAAATAAAAAgAAABAAAAADAAQACQAAAAhl bHBkX2xvbwAEAAkAAAAFcF9sb28ABAAJAAAABWxvb2ljAAAAEAAAAAIABAAJAAAACEVzdGlt - YXRlAAQACQAAAAJTRQAAAP4AAAIOAAAAlsAz2SCKL/OPv/uoQkpWQUi//t6gM8RRaL/7ME6e + YXRlAAQACQAAAAJTRQAAAP4AAAIOAAAAlsAz2SCKL/OJv/uoQkpWQUi//t6gM8RRaL/7ME6e 7mn4v/slBOxuIMC//9jJ8p3XcL/7L6Fev0U4wAA2/FFJKpi//ScFgWbouL/8Pocg7R74v/0p - qq1wTGC/+x8Kh2qjyL/7JFoKTeIwv/soK3EUBUC//KBEQBPCGMAAKtiBefwUv/s4omTXOVjA + qq1wTGC/+x8Kh2qjyL/7JFoKTeIwv/soK3EUBUC//KBEQBPCEMAAKtiBefwUv/s4omTXOWDA A0qKEEuTHL/7hlp0sBHYv/xVS8d60Ki//yJy272SKL/7oVoD6+JIv/7iRaQt0cC//VaEo30D - 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P/AAAAAAAAA/8AAAAAAAAAAABAIAAAABAAQACQAAAAVuYW1lcwAAABAAAAADAAQACQAAAAhw - YXJldG9fawAEAAkAAAAFbl9lZmYABAAJAAAABXJfZWZmAAAA/gAAAP4AAAAOAAAAAcBSi3CK - 9lOpAAAADgAAAAFAJ7mJXVQ1mAAAAA4AAAABQGKLcIr2U6kAAAAOAAAAAUAzARRFesUNAAAA - DgAAAAFAJnj9Bj3oVwAAAA4AAAABQEMBFEV6xQ0AAAQCAAAD/wAAABAAAAAKAAQACQAAAAll - c3RpbWF0ZXMABAAJAAAACXBvaW50d2lzZQAEAAkAAAALZGlhZ25vc3RpY3MABAAJAAAAC3Bz - aXNfb2JqZWN0AAQACQAAAAhlbHBkX2xvbwAEAAkAAAAFcF9sb28ABAAJAAAABWxvb2ljAAQA - CQAAAAtzZV9lbHBkX2xvbwAEAAkAAAAIc2VfcF9sb28ABAAJAAAACHNlX2xvb2ljAAAEAgAA - AAEABAAJAAAABGRpbXMAAAANAAAAAgAAB9AAAAAeAAAEAgAAAAEABAAJAAAABWNsYXNzAAAA - EAAAAAMABAAJAAAACHBzaXNfbG9vAAQACQAAABdpbXBvcnRhbmNlX3NhbXBsaW5nX2xvbwAE - AAkAAAADbG9vAAAA/g== + P/AAAAAAAAA/8AAAAAAAAD/wAAAAAAAAP/AAAAAAAAA/8AAAAAAAAD/wAAAAAAAAAAAEAgAA + AAEABAAJAAAABW5hbWVzAAAAEAAAAAQABAAJAAAACHBhcmV0b19rAAQACQAAAANlc3MABAAJ + AAAABW5fZWZmAAQACQAAAAVyX2VmZgAABAIAAAABAAQACQAAAAVjbGFzcwAAABAAAAABAAQA + CQAAAA9sb29fZGlhZ25vc3RpY3MAAAD+AAAA/gAAAA4AAAABwFKLcIr2U6sAAAAOAAAAAUAn + 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TOdABCyaXQshtEAIclhtw7b2QAEBV0ut1ZU//u7abUAlxEAA0EGQKOqtQAODaxzbQC1AAgV7 + TOdABCyaXQshtEAIclhtw7b1QAEBV0ut1ZU//u7abUAlxEAA0EGQKOqtQAODaxzbQC1AAgV7 WaQ5ekADJO7qejncQANBUGTZDdlAAo/inEfvTEACTrYI7gJ4QAIyOMcBPjhAAyScFVGI/kAD yJv/BIdTQAJKZVpQbGhAAuIEmk+eukACSciTu9VQQAKvr0OrzMBAA6OljeQjBEADmBElOOKG QAHy7cj9JolAAbBNmOc+QUAD3i22V6GqQANqqIm2XZpABT3x1T6OZEACAavFyrv4QAFGTXTp @@ -29,8 +29,8 @@ 0cBAAqU7QqWr3kAAvo4gGh04QAUGh9Ec9NRAA5cLmTCXGkABQt5mmYyqQAWxaoAJ+aZAAmoI aqmmFkAD/6sY9aGyQATFG0e2kZVABId/AlonHkADEG9lKon4QAGwVapWhgxAAj4x7FZ2dUAC vyKWYgcrQAJgz4DuqEJABIg8EjgWi0AC7AnRC4AiQAC9guw0xoNAAi6KzdSlGUADOcVSHuMz - QASwTvIPoYVAANLvNk9UxEAE2DQWhoVNQAD8pocRo65ABCeBtfT4dkAENFC3LM3sQAUjAWKL - dqhAAiWfVvS+20ACUMdidUmGQALEI5uVOT5AAmOBR578IEAE/uUfaqdPQAJfNUKz9iZABOkl + QASwTvIPoYVAANLvNk9UxEAE2DQWhoVOQAD8pocRo65ABCeBtfT4dkAENFC3LM3sQAUjAWKL + dqhAAiWfVvS+20ACUMdidUmGQALEI5uVOT5AAmOBR578IEAE/uUfaqdQQAJfNUKz9iZABOkl L/Sma0AEaFUY9mILQACHXMcrm51AA9CCvVt1LUADyAalXIw2QAMqbO8Y6bNAAMAgwq/UDEAC 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SGDLrf6gQAF4qpa1vhlAAcXtk2/upEACWjEjEzkGQAfAjtOIWjVAAHccyeGL0EAFuLZDvt5E + SGDLrf6gQAF4qpa1vhlAAcXtk2/upEACWjEjEzkGQAfAjtOIWjRAAHccyeGL0EAFuLZDvt5E QAQCI3GZFlBAA1I1MD8rMUADKtpMl3miQAIXvRYWV3xAAvx5XMOAmEADQbFsZqfRQAIBYfFt RxhAAUUXcb2JXEAES+PyqJmWQAM8qU3z8jpAAq2WbAKIgEAA6ULTpD76QAESGbZYTdBAAj9a ZsSAREACiE7KHQrsQALv4crqEkFAAh7CIKGjnEADY++ZS3PoP//0gMCO0a9AANrEp5zqSkAB czKbjMGNQATbg0s0f7FAAqTIxmtyKEACcjKaWt+NQAJyMppa341AA5jKZ1xlTkACuy64mP0C QAHh/j2ad7pAA2SHpdxUhkADnj6vOkP2QAPJwo63KK5AA3TdCpt5Y0ADhBiymkuqQAEViDT8 P8dAAimUZot8lkACclEqrhj2QAOh6QWNeyVAA4hADoslskADlKBDYxEAQAOnUiU5ewJABuPa - 6lkVgEABdIu+5J6WQAUOYJ8Z99pAAPHytEg7NUADANzu5sItQAMmBOQyMbRAAeMn4/9BLkAD + 6lkVf0ABdIu+5J6WQAUOYJ8Z99pAAPHytEg7NUADANzu5sItQAMmBOQyMbRAAeMn4/9BLkAD WAeIcVuuQAOlX963WhVAAMJpPP1TLkAGD3bcuAOGQANsa0lHPBRAAp3nLBcfakAB50Uc2QSQ QAMmpaeM9mBABDVrR0ZHwEABi0b3wNquQAHEz8fjvb9AAgpYc96NIUAD9zgW6PNcQAE+jt/t tTtAApmiq/IpDEACeU+/EfmCQAKbDZYiNT5AAoKZNMmvQEAEh345Ha2sQAUSYlDx2ENAAHLe @@ -155,7 +155,7 @@ 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+KYWRg06P/BP+OJ7Frc/6GyNUDLmuj/v8/5XaLpuP+3Om11xZMc/7CaGH4VipT/tF1NNe4n9 + P+1mF6TWIdc/7s96p0MNpT/ndID3UIhJP+lAQASVPCI/5qSPlaOkfz/s9t8Xe5GFP+zJwNIA + 1oY/7It81CYJlj/uynC4minDAAAEAgAAAAEABAAJAAAABGRpbXMAAAANAAAAAgAAA+gAAAAg + AAAEAgAAAAEABAAJAAAABm1ldGhvZAAAABAAAAABAAQACQAAAARwc2lzAAAEAgAAA/8AAAAQ + AAAAAwAEAAkAAAAEcHNpcwAEAAkAAAATaW1wb3J0YW5jZV9zYW1wbGluZwAEAAkAAAAEbGlz + dAAAAP4= # psis throws correct errors and warnings diff --git a/tests/testthat/test_deprecated_extractors.R b/tests/testthat/test_deprecated_extractors.R index 4cfda2f9..cceabe3d 100644 --- a/tests/testthat/test_deprecated_extractors.R +++ b/tests/testthat/test_deprecated_extractors.R @@ -103,6 +103,38 @@ test_that("extracting estimates by name is deprecated for loo objects", { ) }) +test_that("accessing diagnostics$n_eff is deprecated, diagnostics$ess works", { + expect_s3_class(loo1$diagnostics, "loo_diagnostics") + + # ess should work without warning + expect_no_warning(loo1$diagnostics$ess) + expect_no_warning(loo1$diagnostics[["ess"]]) + expect_no_warning(loo1$diagnostics["ess"]) + + # n_eff should warn + expect_warning(loo1$diagnostics$n_eff, "deprecated") + expect_warning(loo1$diagnostics[["n_eff"]], "deprecated") + expect_warning(loo1$diagnostics["n_eff"], "deprecated") + + # both should return the same values + ess_vals <- loo1$diagnostics$ess + n_eff_vals <- suppressWarnings(loo1$diagnostics$n_eff) + expect_equal(ess_vals, n_eff_vals) + + # psis_n_eff_values should return ess without warning + expect_no_warning(psis_n_eff_values(loo1)) + expect_equal(psis_n_eff_values(loo1), ess_vals) +}) + +test_that("assigning to diagnostics$ess keeps n_eff in sync", { + loo_copy <- loo1 + new_vals <- rep(100, length(loo_copy$diagnostics$ess)) + loo_copy$diagnostics$ess <- new_vals + expect_equal(loo_copy$diagnostics$ess, new_vals) + n_eff_vals <- suppressWarnings(loo_copy$diagnostics$n_eff) + expect_equal(n_eff_vals, new_vals) +}) + test_that("extracting estimates by name is deprecated for waic objects", { expect_snapshot(waic1$elpd_waic) expect_equal( diff --git a/tests/testthat/test_loo_and_waic.R b/tests/testthat/test_loo_and_waic.R index 5cdc823e..ac9a76aa 100644 --- a/tests/testthat/test_loo_and_waic.R +++ b/tests/testthat/test_loo_and_waic.R @@ -78,7 +78,7 @@ test_that("loo returns object with correct structure", { "se_looic" ) ) - expect_named(loo1$diagnostics, c("pareto_k", "n_eff", "r_eff")) + expect_named(loo1$diagnostics, c("pareto_k", "ess", "n_eff", "r_eff")) expect_equal(dimnames(loo1$estimates)[[1]], c("elpd_loo", "p_loo", "looic")) expect_equal(dimnames(loo1$estimates)[[2]], c("Estimate", "SE")) expect_equal( @@ -195,7 +195,7 @@ test_that("loo_i results match loo results for ith data point", { loo_i_val$diagnostics$pareto_k, loo_with_fn$diagnostics$pareto_k[2] ) - expect_equal(loo_i_val$diagnostics$n_eff, loo_with_fn$diagnostics$n_eff[2]) + expect_equal(loo_i_val$diagnostics$ess, loo_with_fn$diagnostics$ess[2]) }) test_that("function and matrix methods return same result", { diff --git a/tests/testthat/test_loo_moment_matching.R b/tests/testthat/test_loo_moment_matching.R index f96ce70b..3ae35847 100644 --- a/tests/testthat/test_loo_moment_matching.R +++ b/tests/testthat/test_loo_moment_matching.R @@ -445,8 +445,8 @@ test_that("loo_moment_match.default works with multiple cores", { loo_moment_match_manual4$diagnostics$pareto_k ) expect_equal( - loo_moment_match_manual3$diagnostics$n_eff, - loo_moment_match_manual4$diagnostics$n_eff, + loo_moment_match_manual3$diagnostics$ess, + loo_moment_match_manual4$diagnostics$ess, tolerance = 5e-4 ) diff --git a/tests/testthat/test_loo_subsampling.R b/tests/testthat/test_loo_subsampling.R index 84e8d785..a1f6f0c5 100644 --- a/tests/testthat/test_loo_subsampling.R +++ b/tests/testthat/test_loo_subsampling.R @@ -727,7 +727,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { expect_equal(dim(loo_ss2)[2] - dim(loo_ss)[2], expected = 100) expect_equal(dim(loo_ss2)[2], expected = dim(loo_ss2$pointwise)[1]) expect_length(loo_ss2$diagnostics$pareto_k, 600) - expect_length(loo_ss2$diagnostics$n_eff, 600) + expect_length(loo_ss2$diagnostics$ess, 600) for (i in 1:nrow(loo_ss2$estimates)) { expect_lt( loo_ss2$estimates[i, "subsampling SE"], @@ -745,7 +745,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { expect_equal(loo_ss2b$estimates, loo_ss$estimates) expect_equal(loo_ss2b$pointwise, loo_ss$pointwise) expect_equal(loo_ss2b$diagnostics$pareto_k, loo_ss$diagnostics$pareto_k) - expect_equal(loo_ss2b$diagnostics$n_eff, loo_ss$diagnostics$n_eff) + expect_equal(loo_ss2b$diagnostics$ess, loo_ss$diagnostics$ess) expect_silent( loo_ss3 <- update( @@ -758,7 +758,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { expect_equal(loo_ss3$estimates, loo_ss$estimates) expect_equal(loo_ss3$pointwise, loo_ss$pointwise) expect_equal(loo_ss3$diagnostics$pareto_k, loo_ss$diagnostics$pareto_k) - expect_equal(loo_ss3$diagnostics$n_eff, loo_ss$diagnostics$n_eff) + expect_equal(loo_ss3$diagnostics$ess, loo_ss$diagnostics$ess) expect_silent( loo_ss4 <- update( @@ -796,7 +796,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { loo_ss4$diagnostics$pareto_k[ss4_order], loo_ss5$diagnostics$pareto_k ) - expect_equal(loo_ss4$diagnostics$n_eff[ss4_order], loo_ss5$diagnostics$n_eff) + expect_equal(loo_ss4$diagnostics$ess[ss4_order], loo_ss5$diagnostics$ess) expect_equal( loo_ss4$pointwise[ss4_order, c(1, 3, 4)], true_loo$pointwise[, c(1, 3, 4)] @@ -805,7 +805,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { loo_ss4$diagnostics$pareto_k[ss4_order], true_loo$diagnostics$pareto_k ) - expect_equal(loo_ss4$diagnostics$n_eff[ss4_order], true_loo$diagnostics$n_eff) + expect_equal(loo_ss4$diagnostics$ess[ss4_order], true_loo$diagnostics$ess) expect_error( loo_ss_min <- update( @@ -881,7 +881,7 @@ test_that("update.psis_loo_ss works as expected (compared with loo)", { expect_equal(dim(loo_ss_lpd)[2], dim(loo_ss)[2]) expect_equal(dim(loo_ss_lpd)[2], dim(loo_ss_lpd$pointwise)[1]) expect_length(loo_ss_lpd$diagnostics$pareto_k, 500) - expect_length(loo_ss_lpd$diagnostics$n_eff, 500) + expect_length(loo_ss_lpd$diagnostics$ess, 500) expect_failure(expect_equal( loo_ss_lpd$estimates[1, "subsampling SE"], loo_ss$estimates[1, "subsampling SE"] diff --git a/tests/testthat/test_print_plot.R b/tests/testthat/test_print_plot.R index f69ed6f0..b5eee4a3 100644 --- a/tests/testthat/test_print_plot.R +++ b/tests/testthat/test_print_plot.R @@ -136,7 +136,7 @@ test_that("pareto_k_table gives correct output", { tab <- pareto_k_table(psis1) expect_output(print(tab), "Pareto k diagnostic values") - expect_identical(colnames(tab), c("Count", "Proportion", "Min. n_eff")) + expect_identical(colnames(tab), c("Count", "Proportion", "Min. ESS")) expect_equal(sum(tab[, "Count"]), length(k)) expect_equal(sum(tab[, "Proportion"]), 1) @@ -144,11 +144,11 @@ test_that("pareto_k_table gives correct output", { expect_equal(sum(k > threshold & k <= 1), tab[2, 1]) expect_equal(sum(k > 1), tab[3, 1]) - # if n_eff is NULL - psis1$diagnostics$n_eff <- NULL + # if ess is NULL + psis1$diagnostics$ess <- NULL tab2 <- pareto_k_table(psis1) expect_output(print(tab2), "") - expect_equal(unname(tab2[, "Min. n_eff"]), rep(NA_real_, 3)) + expect_equal(unname(tab2[, "Min. ESS"]), rep(NA_real_, 3)) psis1$diagnostics$pareto_k[1:32] <- 0.4 expect_output( @@ -161,12 +161,12 @@ test_that("pareto_k_table gives correct output", { # psis_neff and mcse_loo -------------------------------------------------- test_that("psis_n_eff_values extractor works", { - n_eff_psis <- psis1$diagnostics$n_eff - expect_type(n_eff_psis, "double") - expect_identical(psis_n_eff_values(psis1), n_eff_psis) + ess_psis <- psis1$diagnostics$ess + expect_type(ess_psis, "double") + expect_identical(psis_n_eff_values(psis1), ess_psis) expect_identical(psis_n_eff_values(psis1), psis_n_eff_values(loo1)) - psis1$diagnostics$n_eff <- NULL + psis1$diagnostics$ess <- NULL expect_error(psis_n_eff_values(psis1), "No PSIS ESS estimates found") }) diff --git a/tests/testthat/test_psis.R b/tests/testthat/test_psis.R index d43b6ed0..b6782c06 100644 --- a/tests/testthat/test_psis.R +++ b/tests/testthat/test_psis.R @@ -20,10 +20,11 @@ test_that("psis returns object with correct structure", { expect_false(is.psis_loo(psis1)) expect_named(psis1, c("log_weights", "diagnostics")) - expect_named(psis1$diagnostics, c("pareto_k", "n_eff", "r_eff")) + expect_named(psis1$diagnostics, c("pareto_k", "ess", "n_eff", "r_eff")) + expect_s3_class(psis1$diagnostics, "loo_diagnostics") expect_equal(dim(psis1), dim(LLmat)) expect_length(psis1$diagnostics$pareto_k, dim(psis1)[2]) - expect_length(psis1$diagnostics$n_eff, dim(psis1)[2]) + expect_length(psis1$diagnostics$ess, dim(psis1)[2]) }) diff --git a/tests/testthat/test_tisis.R b/tests/testthat/test_tisis.R index 44fcc12d..94d5d3a6 100644 --- a/tests/testthat/test_tisis.R +++ b/tests/testthat/test_tisis.R @@ -38,8 +38,8 @@ test_that("tis() and sis() returns object with correct structure for tis/sis", { expect_named(tis1, c("log_weights", "diagnostics")) expect_named(is1, c("log_weights", "diagnostics")) - expect_named(tis1$diagnostics, c("pareto_k", "n_eff", "r_eff")) - expect_named(is1$diagnostics, c("pareto_k", "n_eff", "r_eff")) + expect_named(tis1$diagnostics, c("pareto_k", "ess", "n_eff", "r_eff")) + expect_named(is1$diagnostics, c("pareto_k", "ess", "n_eff", "r_eff")) expect_equal(dim(tis1), dim(LLmat)) expect_equal(dim(is1), dim(LLmat)) @@ -47,8 +47,8 @@ test_that("tis() and sis() returns object with correct structure for tis/sis", { expect_length(tis1$diagnostics$pareto_k, dim(psis1)[2]) expect_length(is1$diagnostics$pareto_k, dim(psis1)[2]) - expect_length(tis1$diagnostics$n_eff, dim(psis1)[2]) - expect_length(is1$diagnostics$n_eff, dim(psis1)[2]) + expect_length(tis1$diagnostics$ess, dim(psis1)[2]) + expect_length(is1$diagnostics$ess, dim(psis1)[2]) expect_equal(attr(psis1, "method")[1], "psis") expect_equal(attr(tis1, "method")[1], "tis")