From 9027c4d2c0a31e20bc5512d2332bd3668494cf7a Mon Sep 17 00:00:00 2001 From: Jim Thorson <50178738+James-Thorson-NOAA@users.noreply.github.com> Date: Thu, 1 Feb 2024 11:28:08 -0800 Subject: [PATCH] Remove fit_tmb, add codecov and fix yaml files for Actions (#10) * removing fit_tmb * fix small issue * adding codecov * Update README.md * try adding Matrix as DEPENDS to trigger update * expand R-CMD-check Action * expand R-CMD-check to build Matrix/TMB from source * test change to R-CMD-check * test fix for Matrix/TMB inconsistency in codecov * Update test-coverage.yaml * another experiment * Update test-coverage.yaml * strip out codecov * trigger check * add manual codecov script * try adding installs for R-CMD-check * fix bug and move codecov.yml to scratch * removing Matrix from Depends * add test-coverage.yaml * improving codecov * small fix * add codecov badge * updating NEWS and DESCRIPTION * small updates * adding build-from-source for TMB/Matrix in pkgdown yaml * adding build-from-source for test-coverage.yaml * compiled Rd files --------- Co-authored-by: Jim Thorson --- .Rbuildignore | 1 + .github/workflows/R-CMD-check.yaml | 18 ++- .github/workflows/pkgdown.yaml | 12 ++ .github/workflows/test-coverage.yaml | 62 +++++++++ DESCRIPTION | 11 +- NAMESPACE | 4 +- NEWS.md | 5 + R/TMBAIC.R | 23 --- R/coerce_methods.R | 4 +- R/compare_phylosem.R | 5 +- R/data.R | 2 +- R/fit_tmb.R | 200 --------------------------- R/phylosem.R | 148 +++++++++++++++----- README.md | 3 +- man/Mlifehist_ver1_0.Rd | 2 +- man/TMBAIC.Rd | 21 --- man/compare_phylosem.Rd | 4 + man/fit_tmb.Rd | 98 ------------- man/phylosem.Rd | 29 +--- man/phylosem_control.Rd | 53 +++++++ man/print.phylosem.Rd | 2 +- scratch/codecov.yml | 14 ++ scratch/run_vignettes_locally.R | 17 +++ scratch/setup_codecov.R | 15 ++ tests/testthat/test-platform.R | 40 +++++- vignettes/comparison.Rmd | 22 +-- vignettes/comparison.pdf | Bin 264392 -> 0 bytes vignettes/demonstration.Rmd | 22 +-- vignettes/fisheries.Rmd | 8 +- vignettes/phylopath.Rmd | 4 +- vignettes/phylopath.pdf | Bin 257580 -> 0 bytes 31 files changed, 409 insertions(+), 440 deletions(-) create mode 100644 .github/workflows/test-coverage.yaml delete mode 100644 R/TMBAIC.R delete mode 100644 R/fit_tmb.R delete mode 100644 man/TMBAIC.Rd delete mode 100644 man/fit_tmb.Rd create mode 100644 man/phylosem_control.Rd create mode 100644 scratch/codecov.yml create mode 100644 scratch/run_vignettes_locally.R create mode 100644 scratch/setup_codecov.R delete mode 100644 vignettes/comparison.pdf delete mode 100644 vignettes/phylopath.pdf diff --git a/.Rbuildignore b/.Rbuildignore index 13018b0..fb90b14 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -8,3 +8,4 @@ ^_pkgdown\.yml$ ^docs$ ^pkgdown$ +^codecov\.yml$ diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index f4b17a4..cfa48c7 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -2,9 +2,9 @@ # Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: push: - branches: [main, master] + branches: [main, remove-fit_tmb] pull_request: - branches: [main, master] + branches: [main, remove-fit_tmb] name: R-CMD-check @@ -21,9 +21,21 @@ jobs: with: use-public-rspm: true + - name: Install dependencies Ubuntu + if: runner.os == 'Linux' + run: | + install.packages('remotes') + remotes::install_deps(dependencies = TRUE) + remotes::install_cran("knitr") + remotes::install_cran("rmarkdown") + remotes::install_cran("rcmdcheck") + install.packages("Matrix", type = "source") + install.packages("TMB", type = "source") + shell: Rscript {0} + - uses: r-lib/actions/setup-r-dependencies@v2 with: extra-packages: any::rcmdcheck needs: check - - uses: r-lib/actions/check-r-package@v2 + - uses: r-lib/actions/check-r-package@v2 \ No newline at end of file diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index ed7650c..ee5bbd6 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -30,6 +30,18 @@ jobs: with: use-public-rspm: true + - name: Install dependencies Ubuntu + if: runner.os == 'Linux' + run: | + install.packages('remotes') + remotes::install_deps(dependencies = TRUE) + remotes::install_cran("knitr") + remotes::install_cran("rmarkdown") + remotes::install_cran("rcmdcheck") + install.packages("Matrix", type = "source") + install.packages("TMB", type = "source") + shell: Rscript {0} + - uses: r-lib/actions/setup-r-dependencies@v2 with: extra-packages: any::pkgdown, local::. diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml new file mode 100644 index 0000000..fe852c5 --- /dev/null +++ b/.github/workflows/test-coverage.yaml @@ -0,0 +1,62 @@ +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help +on: + push: + branches: [main, dev, remove-fit_tmb] + pull_request: + branches: [main, dev, remove-fit_tmb] + +name: test-coverage + +jobs: + test-coverage: + runs-on: ubuntu-latest + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + + steps: + - uses: actions/checkout@v3 + + - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true + + - name: Install dependencies Ubuntu + if: runner.os == 'Linux' + run: | + install.packages('remotes') + remotes::install_deps(dependencies = TRUE) + remotes::install_cran("knitr") + remotes::install_cran("rmarkdown") + remotes::install_cran("rcmdcheck") + install.packages("Matrix", type = "source") + install.packages("TMB", type = "source") + shell: Rscript {0} + + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: any::covr + needs: coverage + + - name: Test coverage + run: | + covr::codecov( + quiet = FALSE, + clean = FALSE, + install_path = file.path(normalizePath(Sys.getenv("RUNNER_TEMP"), winslash = "/"), "package") + ) + shell: Rscript {0} + + - name: Show testthat output + if: always() + run: | + ## -------------------------------------------------------------------- + find ${{ runner.temp }}/package -name 'testthat.Rout*' -exec cat '{}' \; || true + shell: bash + + - name: Upload test results + if: failure() + uses: actions/upload-artifact@v3 + with: + name: coverage-test-failures + path: ${{ runner.temp }}/package diff --git a/DESCRIPTION b/DESCRIPTION index 4c05db8..3ffce06 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: phylosem Type: Package Title: Phylogenetic Structural Equation Model -Version: 1.1.2 -Date: 2023-12-19 +Version: 1.1.3 +Date: 2024-01-31 Authors@R: c(person(given = "James", family = "Thorson", @@ -19,10 +19,11 @@ Imports: sem, ape, phylobase, - phylopath + phylopath, + methods Depends: TMB, - R (>= 4.0.0) + R (>= 4.0.0), Suggests: semPlot, TreeTools, @@ -54,3 +55,5 @@ Encoding: UTF-8 RoxygenNote: 7.2.3 VignetteBuilder: knitr URL: https://james-thorson-noaa.github.io/phylosem/ +BugReports: https://github.com/James-Thorson-NOAA/phylosem/issues + diff --git a/NAMESPACE b/NAMESPACE index 1b91e5c..8a24e2d 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -8,7 +8,6 @@ S3method(logLik,phylosem) S3method(print,phylosem) S3method(summary,phylosem) S3method(vcov,phylosem) -export(TMBAIC) export(as_fitted_DAG) export(as_phylo4d) export(as_sem) @@ -17,9 +16,9 @@ export(best) export(checkDepPackageVersion) export(choice) export(compare_phylosem) -export(fit_tmb) export(list_parameters) export(phylosem) +export(phylosem_control) importFrom(TMB,MakeADFun) importFrom(TMB,compile) importFrom(TMB,dynlib) @@ -27,6 +26,7 @@ importFrom(TMB,sdreport) importFrom(ape,Ntip) importFrom(ape,node.depth.edgelength) importFrom(ape,rtree) +importFrom(methods,is) importFrom(phylobase,phylo4d) importFrom(phylopath,average_DAGs) importFrom(phylopath,coef_plot) diff --git a/NEWS.md b/NEWS.md index 1b8ca5c..9e3abc7 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,8 @@ +# phylosem 1.1.3 +* Removing fit_tmb to simplify code and remove unnecessary warnings +* Adding codecov and extra tests +* Fixing R-CMD-check to force build Matrix/TMB from source + # phylosem 1.1.2 * Adding new functions to provide warning if Matrix version doesn't match what's expected by TMB diff --git a/R/TMBAIC.R b/R/TMBAIC.R deleted file mode 100644 index 9829399..0000000 --- a/R/TMBAIC.R +++ /dev/null @@ -1,23 +0,0 @@ - -#' Calculate marginal AIC for a fitted model -#' -#' \code{TMBAIC} calculates AIC for a given model fit -#' -#' @param opt the output from \code{nlminb} or \code{optim} -#' @param k the penalty on additional fixed effects (default=2, for AIC) -#' @param n the sample size, for use in AICc calculation (default=Inf, for which AICc=AIC) -#' -#' @return AIC, where a parsimonious model has a AIC relative to other candidate models - -#' @export -TMBAIC <- function( opt, - k = 2, - n = Inf){ - - npar = length(opt[["par"]]) - if( all(c("par","objective") %in% names(opt)) ) negloglike = opt[["objective"]] - if( all(c("par","value") %in% names(opt)) ) negloglike = opt[["value"]] - Return = k*npar + 2*negloglike + 2*npar*(npar+1)/(n-npar-1) - return( Return ) -} - diff --git a/R/coerce_methods.R b/R/coerce_methods.R index b7b716b..37cb2dd 100644 --- a/R/coerce_methods.R +++ b/R/coerce_methods.R @@ -13,7 +13,7 @@ function( object ){ # extract and name identical to output from est_DAG out = list( coef = t(object$report$Rho_jj), - se = t(as.list(object$opt$SD, what="Std. Error", report=TRUE)$Rho_jj) + se = t(as.list(object$sdrep, what="Std. Error", report=TRUE)$Rho_jj) ) dimnames(out$coef) = dimnames(out$se) = list( colnames(object$data), colnames(object$data) ) @@ -64,7 +64,7 @@ function( object, # what = match.arg(what) - traits = as.list( object$opt$SD, what=what )$x_vj + traits = as.list( object$sdrep, what=what )$x_vj colnames(traits) = colnames(object$data) out = phylo4d( x=object$tree, all.data=traits ) diff --git a/R/compare_phylosem.R b/R/compare_phylosem.R index 8fe7b65..152e48a 100644 --- a/R/compare_phylosem.R +++ b/R/compare_phylosem.R @@ -22,6 +22,7 @@ function( sem_set, estimate_ou = FALSE, estimate_lambda = FALSE, estimate_kappa = FALSE, + control = phylosem_control(), ... ){ # Initialize object of results @@ -31,6 +32,7 @@ function( sem_set, # Loop through models for( modelI in seq_along(sem_set) ){ fit = tryCatch( phylosem( sem = sem_set[[modelI]], + #fit = phylosem( sem = sem_set[[modelI]], tree = tree, data = data, family = family, @@ -38,9 +40,10 @@ function( sem_set, estimate_ou = estimate_ou, estimate_lambda = estimate_lambda, estimate_kappa = estimate_kappa, + control = control, ... ), error = function(e) e ) - if( "phylosem" %in% class(fit) ){ + if( isTRUE(is(fit, "phylosem")) ){ out[[modelI]] = fit } } diff --git a/R/data.R b/R/data.R index a338896..caa96fe 100644 --- a/R/data.R +++ b/R/data.R @@ -4,7 +4,7 @@ #' Data used to demonstrate phylogenetic comparative methods for fisheries science. #' Specifically a copy of the Then et al. database \doi{10.1093/icesjms/fsu136} #' using file "Mlifehist_ver1.0.csv" accessed from -#' \url{https://www.vims.edu/research/departments/fisheries/programs/mort_db/index.php} +#' \url{https://www.vims.edu/research/departments/fisheries/programs/mort_db/} #' #' @name Mlifehist_ver1_0 #' @docType data diff --git a/R/fit_tmb.R b/R/fit_tmb.R deleted file mode 100644 index 1f10683..0000000 --- a/R/fit_tmb.R +++ /dev/null @@ -1,200 +0,0 @@ - -#' Optimize a TMB model -#' -#' \code{fit_tmb} runs a TMB model and generates standard diagnostics -#' -#' @inheritParams stats::nlminb -#' @inheritParams TMB::sdreport -#' @param obj The compiled TMB object -#' @param fn Function to be minimized. Must return a scalar value. . -#' @param gr Optional function that takes the same arguments as objective and evaluates the gradient of objective at its first argument. Must return a vector as long as startpar -#' @param startpar Starting values for fixed effects (default NULL uses \code{obj$par}) -#' @param control A list of control parameters. For details see \code{\link[stats]{nlminb}} -#' @param getsd Boolean indicating whether to run standard error calculation; see \code{\link[TMB]{sdreport}} for details -#' @param bias.correct Boolean indicating whether to do epsilon bias-correction; -#' see \code{\link[TMB]{sdreport}} and \code{\link{fit_tmb}}for details -#' @param bias.correct.control tagged list of options for epsilon bias-correction, -#' where \code{vars_to_correct} is a character-vector of ADREPORT variables that should be bias-corrected -#' @param savedir directory to save results (if \code{savedir=NULL}, then results aren't saved) -#' @param loopnum number of times to re-start optimization (where \code{loopnum=3} -#' sometimes achieves a lower final gradient than \code{loopnum=1}) -#' @param newtonsteps Integer specifying the number of extra newton steps to take -#' after optimization (alternative to \code{loopnum}). -#' Each newtonstep requires calculating the Hessian matrix and is therefore slow. -#' But for well-behaved models, each Newton step will typically -#' decrease the maximum gradient of the loglikelihood with respect to each fixed effect, -#' and therefore this option can be used to achieve an arbitrarily low final gradient -#' given sufficient time for well-behaved models. However, this option will also -#' perform strangely or have unexpected consequences for poorly-behaved models, e.g., -#' when fixed effects are at upper or lower bounds. There is no need to increase the value -#' of newtonsteps if the model appears to be converged (i.e., has low final_gradient and none of -#' the standard errors are NA values) -#' @param n sample sizes (if \code{n!=Inf} then \code{n} is used to calculate BIC and AICc) -#' @param getHessian return Hessian for usage in later code -#' @param quiet Boolean whether to print additional messages results to terminal -#' @param start_time_elapsed how much time has elapsed prior to calling fit_tmb, -#' for use, e.g., when calling \code{fit_tmb} multiple times in sequence, -#' where \code{start_time_elapsed = opt_previous$time_for_run} -#' @param ... list of settings to pass to \code{\link[TMB]{sdreport}} -#' -#' @return the standard output from \code{\link[stats]{nlminb}}, except with additional diagnostics and timing info, -#' and a new slot containing the output from \code{\link[TMB]{sdreport}} -#' -#' @references For more details see \doi{10.1016/j.fishres.2015.11.016} -#' @export -fit_tmb <- -function( obj, - fn = obj$fn, - gr = obj$gr, - startpar = NULL, - lower = -Inf, - upper = Inf, - getsd = TRUE, - control = list(eval.max = 1e4, iter.max = 1e4, trace = 1), - bias.correct = FALSE, - bias.correct.control = list(sd = FALSE, split = NULL, nsplit = NULL, vars_to_correct = NULL), - savedir = NULL, - loopnum = 2, - newtonsteps = 0, - n = Inf, - getReportCovariance = FALSE, - getJointPrecision = FALSE, - getHessian = FALSE, - quiet = FALSE, - start_time_elapsed = as.difftime("0:0:0"), - ... ){ - - # Defaults - if(is.null(startpar)) startpar = obj$par - - # Check for issues - if( bias.correct==TRUE & is.null(obj$env$random) ){ - message( "No random effects detected in TMB model, so overriding user input to `fit_tmb` to instead specify `bias.correct=FALSE`") - bias.correct = FALSE - } - - # Check for issues - List = list(...) - #if( !is.null(List$jointJointPrecision) ){ - # if( getJointPrecision==FALSE & getReportCovariance==TRUE ){ - # stop("Some versions of TMB appear to throw an error when `getJointPrecision=TRUE` and `getReportCovariance=FALSE`") - # } - #} - - # Local function -- combine two lists - combine_lists = function( default, input ){ - output = default - for( i in seq_along(input) ){ - if( names(input)[i] %in% names(default) ){ - output[[names(input)[i]]] = input[[i]] - }else{ - output = c( output, input[i] ) - } - } - return( output ) - } - - # Replace defaults for `BS.control` with provided values (if any) - BS.control = list(sd=FALSE, split=NULL, nsplit=NULL, vars_to_correct=NULL) - BS.control = combine_lists( default=BS.control, input=bias.correct.control ) - - # Replace defaults for `control` with provided values if any - nlminb.control = list(eval.max=1e4, iter.max=1e4, trace=0) - nlminb.control = combine_lists( default=nlminb.control, input=control ) - - # Run first time - start_time = Sys.time() - parameter_estimates = nlminb( start=startpar, objective=fn, gradient=gr, control=nlminb.control, lower=lower, upper=upper ) - - # Re-run to further decrease final gradient - for( i in seq(2,loopnum,length=max(0,loopnum-1)) ){ - Temp = parameter_estimates[c('iterations','evaluations')] - parameter_estimates = nlminb( start=parameter_estimates$par, objective=fn, gradient=gr, control=nlminb.control, lower=lower, upper=upper ) - parameter_estimates[['iterations']] = parameter_estimates[['iterations']] + Temp[['iterations']] - parameter_estimates[['evaluations']] = parameter_estimates[['evaluations']] + Temp[['evaluations']] - } - - ## Run some Newton steps - for(i in seq_len(newtonsteps)) { - g = as.numeric( gr(parameter_estimates$par) ) - h = optimHess(parameter_estimates$par, fn=fn, gr=gr) - parameter_estimates$par = parameter_estimates$par - solve(h, g) - parameter_estimates$objective = fn(parameter_estimates$par) - } - - # Exclude difficult-to-interpret messages - parameter_estimates = parameter_estimates[c('par','objective','iterations','evaluations')] - - # Add diagnostics - parameter_estimates[["time_for_MLE"]] = Sys.time() - start_time - parameter_estimates[["max_gradient"]] = max(abs(gr(parameter_estimates$par))) - parameter_estimates[["Convergence_check"]] = ifelse( parameter_estimates[["max_gradient"]]<0.0001, "There is no evidence that the model is not converged", "The model is likely not converged" ) - parameter_estimates[["number_of_coefficients"]] = c("Total"=length(unlist(obj$env$parameters)), "Fixed"=length(startpar), "Random"=length(unlist(obj$env$parameters))-length(startpar) ) - parameter_estimates[["AIC"]] = TMBAIC( opt=parameter_estimates ) - if( n!=Inf ){ - parameter_estimates[["AICc"]] = TMBAIC( opt=parameter_estimates, n=n ) - parameter_estimates[["BIC"]] = TMBAIC( opt=parameter_estimates, k=log(n) ) - } - parameter_estimates[["diagnostics"]] = data.frame( "Param"=names(startpar), "starting_value"=startpar, "Lower"=lower, "MLE"=parameter_estimates$par, "Upper"=upper, "final_gradient"=as.vector(gr(parameter_estimates$par)) ) - - # Get standard deviations - if(getsd==TRUE){ - # Compute hessian - sd_time = Sys.time() - h = optimHess(parameter_estimates$par, fn=fn, gr=gr) - # Check for problems - if( is.character(try(chol(h),silent=TRUE)) ){ - warning("Hessian is not positive definite, so standard errors are not available") - return( list("opt"=parameter_estimates, "h"=h) ) - } - # Compute standard errors - if( bias.correct==FALSE | is.null(BS.control[["vars_to_correct"]]) ){ - if( !is.null(BS.control[["nsplit"]]) ) { - if( BS.control[["nsplit"]] == 1 ) BS.control[["nsplit"]] = NULL - } - parameter_estimates[["SD"]] = sdreport( obj=obj, par.fixed=parameter_estimates$par, hessian.fixed=h, bias.correct=bias.correct, - bias.correct.control=BS.control[c("sd","split","nsplit")], getReportCovariance=getReportCovariance, - getJointPrecision=getJointPrecision, ... ) - }else{ - if( "ADreportIndex" %in% names(obj$env) ){ - Which = as.vector(unlist( obj$env$ADreportIndex()[ BS.control[["vars_to_correct"]] ] )) - }else{ - # Run first time to get indices - parameter_estimates[["SD"]] = sdreport( obj=obj, par.fixed=parameter_estimates$par, hessian.fixed=h, bias.correct=FALSE, - getReportCovariance=FALSE, getJointPrecision=FALSE, ... ) - # Determine indices - Which = which( rownames(summary(parameter_estimates[["SD"]],"report")) %in% BS.control[["vars_to_correct"]] ) - } - # Split up indices - if( !is.null(BS.control[["nsplit"]]) && BS.control[["nsplit"]]>1 ){ - Which = split( Which, cut(seq_along(Which), BS.control[["nsplit"]]) ) - } - Which = Which[sapply(Which,FUN=length)>0] - if(length(Which)==0) Which = NULL - # Repeat SD with indexing - message( paste0("Bias correcting ", length(Which), " derived quantities") ) - parameter_estimates[["SD"]] = sdreport( obj=obj, par.fixed=parameter_estimates$par, hessian.fixed=h, bias.correct=TRUE, - bias.correct.control=list(sd=BS.control[["sd"]], split=Which, nsplit=NULL), getReportCovariance=getReportCovariance, - getJointPrecision=getJointPrecision, ... ) - } - # Update - parameter_estimates[["Convergence_check"]] = ifelse( parameter_estimates$SD$pdHess==TRUE, parameter_estimates[["Convergence_check"]], "The model is definitely not converged" ) - parameter_estimates[["time_for_sdreport"]] = Sys.time() - sd_time - # Add hessian to parameter_estimates - if( getHessian==TRUE ){ - parameter_estimates[["hessian"]] = h - } - } - parameter_estimates[["time_for_run"]] = Sys.time() - start_time + start_time_elapsed - - # Print warning to screen - if( quiet==FALSE & parameter_estimates[["Convergence_check"]] != "There is no evidence that the model is not converged" ){ - message( "#########################" ) - message( parameter_estimates[["Convergence_check"]] ) - message( "#########################" ) - } - - # Return stuff - return( parameter_estimates ) -} - diff --git a/R/phylosem.R b/R/phylosem.R index 9e7d2a8..535627a 100644 --- a/R/phylosem.R +++ b/R/phylosem.R @@ -3,7 +3,6 @@ #' @description Fits a phylogenetic structural equation model #' #' @inheritParams sem::specifyModel -#' @inheritParams fit_tmb #' #' @param sem structural equation model structure, passed to either \code{\link[sem]{specifyModel}} #' or \code{\link[sem]{specifyEquations}} and then parsed to control @@ -28,9 +27,8 @@ #' \code{tree$tip.label}. Default pulls \code{data_labels} from \code{rownames(data)} #' @param tmb_inputs optional tagged list that overrides the default constructor #' for TMB inputs (use at your own risk) -#' @param run_model Boolean indicating whether to estimate parameters (the default), or -#' instead to return the model inputs and compiled TMB object without running; -#' @param ... Additional parameters passed to \code{\link{fit_tmb}} +#' @param control Output from \code{\link{phylosem_control}}, used to define user +#' settings, and see documentation for that function for details. #' #' @details #' Note that parameters \code{logitlambda}, \code{lnkappa}, and \code{lnalpha} if estimated are each estimated as having a single value @@ -53,6 +51,7 @@ #' @importFrom phylobase phylo4d #' @importFrom ape Ntip node.depth.edgelength rtree #' @importFrom TMB compile dynlib MakeADFun sdreport +#' @importFrom methods is #' #' @return #' An object (list) of class `phylosem`. Elements include: @@ -62,7 +61,8 @@ #' \item{obj}{TMB object from \code{\link[TMB]{MakeADFun}}} #' \item{tree}{Copy of argument \code{tree}} #' \item{tmb_inputs}{The list of inputs passed to \code{\link[TMB]{MakeADFun}}} -#' \item{opt}{The output from \code{\link{fit_tmb}}} +#' \item{opt}{The output from \code{\link[stats]{nlminb}}} +#' \item{sdrep}{The output from \code{\link[TMB]{sdreport}}} #' \item{report}{The output from \code{obj$report()}} #' \item{parhat}{The output from \code{obj$env$parList()} containing maximum likelihood estimates and empirical Bayes predictions} #' } @@ -177,11 +177,8 @@ function( sem, estimate_lambda = FALSE, estimate_kappa = FALSE, data_labels = rownames(data), - quiet = FALSE, - newtonsteps = 1, tmb_inputs = NULL, - run_model = TRUE, - ... ){ + control = phylosem_control() ){ # Function that converts SEM model to a RAM, see `?sem` for more context build_ram = function( model, vars ){ @@ -227,7 +224,10 @@ function( sem, #if( measurement_error==TRUE & estimate_lambda==TRUE ){ # stop("measurement errors using `measurement_error=TRUE` are confounded with `estimate_lambda=TRUE`") #} - if( isFALSE("phylo" %in% class(tree)) ){ + # General error checks + if( isFALSE(is(control, "phylosem_control")) ) stop("`control` must be made by `phylosem_control()`") + + if( isFALSE(is(tree, "phylo")) ){ stop("Check `tree` input") } if( !("edge.length" %in% names(tree)) ){ @@ -239,16 +239,16 @@ function( sem, # SEM_model = tryCatch( - specifyModel( text=sem, exog.variances=TRUE, endog.variances=TRUE, covs=covs, quiet=quiet ), + specifyModel( text=sem, exog.variances=TRUE, endog.variances=TRUE, covs=covs, quiet=control$quiet ), error = function(e) e ) - if( isFALSE("semmod" %in% class(SEM_model)) ){ + if( isFALSE(is(SEM_model,"semmod")) ){ SEM_model = tryCatch( specifyEquations( text=sem, exog.variances=TRUE, endog.variances=TRUE, covs=covs ), error = function(e) e ) } - if( isFALSE("semmod" %in% class(SEM_model)) ){ + if( isFALSE(is(SEM_model,"semmod")) ){ stop("Must supply either input for `sem::specifyModel` or `sem::specifyEquations`") } RAM = build_ram( SEM_model, colnames(data) ) @@ -350,7 +350,7 @@ function( sem, map = tmb_inputs$map_list, random = tmb_inputs$random, DLL = "phylosem" ) - if(quiet==FALSE) list_parameters(obj) + if(control$quiet==FALSE) list_parameters(obj) results = list( "data" = data, "SEM_model" = SEM_model, "obj" = obj, @@ -359,29 +359,115 @@ function( sem, "tmb_inputs" = tmb_inputs ) # Export stuff - if( run_model==FALSE ){ + if( control$run_model==FALSE ){ return( results ) } # obj$env$beSilent() # if(!is.null(Random)) - results$opt = fit_tmb( obj, - quiet = quiet, - control = list(eval.max=10000, iter.max=10000, trace=ifelse(quiet==TRUE,0,1) ), - newtonsteps = newtonsteps, - ... ) + #results$opt = fit_tmb( obj, + # quiet = quiet, + # control = list(eval.max=10000, iter.max=10000, trace=ifelse(quiet==TRUE,0,1) ), + # newtonsteps = newtonsteps, + # ... ) + + # Optimize + results$opt = list( "par"=obj$par ) + for( i in seq_len(max(0,control$nlminb_loops)) ){ + if( isFALSE(control$quiet) ) message("Running nlminb_loop #", i) + results$opt = nlminb( start = results$opt$par, + objective = obj$fn, + gradient = obj$gr, + control = list( eval.max = control$eval.max, + iter.max = control$iter.max, + trace = control$trace ) ) + } + + # Newtonsteps + for( i in seq_len(max(0,control$newton_loops)) ){ + if( isFALSE(control$quiet) ) message("Running newton_loop #", i) + g = as.numeric( obj$gr(results$opt$par) ) + h = optimHess(results$opt$par, fn=obj$fn, gr=obj$gr) + results$opt$par = results$opt$par - solve(h, g) + results$opt$objective = obj$fn(results$opt$par) + } + + # Run sdreport + if( isTRUE(control$getsd) ){ + if( isFALSE(control$quiet) ) message("Running sdreport") + Hess_fixed = optimHess( par=results$opt$par, fn=obj$fn, gr=obj$gr ) + results$sdrep = sdreport( obj, + hessian.fixed=Hess_fixed, + getJointPrecision = control$getJointPrecision ) + }else{ + results$sdrep = NULL + } + results$report = obj$report() results$parhat = obj$env$parList() class(results) = "phylosem" return( results ) } +#' @title Detailed control for phylosem structure +#' +#' @description Define a list of control parameters. Note that +#' the format of this input is likely to change more rapidly than that of +#' \code{\link{phylosem}} +#' +#' @param nlminb_loops Integer number of times to call \code{\link[stats]{nlminb}}. +#' @param newton_loops Integer number of Newton steps to do after running +#' \code{\link[stats]{nlminb}}. +#' @param trace Parameter values are printed every `trace` iteration +#' for the outer optimizer. Passed to +#' `control` in \code{\link[stats]{nlminb}}. +#' @param eval.max Maximum number of evaluations of the objective function +#' allowed. Passed to `control` in \code{\link[stats]{nlminb}}. +#' @param iter.max Maximum number of iterations allowed. Passed to `control` in +#' \code{\link[stats]{nlminb}}. +#' @param getsd Boolean indicating whether to call \code{\link[TMB]{sdreport}} +#' @param run_model Boolean indicating whether to estimate parameters (the default), or +#' instead to return the model inputs and compiled TMB object without running; +#' @param quiet Boolean indicating whether to run model printing messages to terminal or not; +#' @param getJointPrecision whether to get the joint precision matrix. Passed +#' to \code{\link[TMB]{sdreport}}. +#' +#' @return +#' An S3 object of class "phylosem_control" that specifies detailed model settings, +#' allowing user specification while also specifying default values +#' +#' @export +phylosem_control <- +function( nlminb_loops = 1, + newton_loops = 1, + trace = 0, + eval.max = 1000, + iter.max = 1000, + getsd = TRUE, + quiet = FALSE, + run_model = TRUE, + getJointPrecision = FALSE ){ + + # Return + structure( list( + nlminb_loops = nlminb_loops, + newton_loops = newton_loops, + trace = trace, + eval.max = eval.max, + iter.max = iter.max, + getsd = getsd, + quiet = quiet, + run_model = run_model, + getJointPrecision = getJointPrecision + ), class = "phylosem_control" ) +} + #' @title Print parameter estimates and standard errors. #' #' @description Print parameter estimates #' @param x Output from \code{\link{phylosem}} #' @param ... Not used -#' @return prints (and invisibly returns) output from \code{\link{fit_tmb}} +#' @return prints (and invisibly returns) output from \code{\link[stats]{nlminb}} #' @method print phylosem #' @export print.phylosem <- function(x, ...) @@ -390,7 +476,7 @@ print.phylosem <- function(x, ...) if( "opt" %in% names(x) ){ print( x$opt ) }else{ - cat("`parameter_estimates` not available in `phylosem`\n") + cat("`opt` not available in `phylosem`\n") } invisible(x$opt) } @@ -443,7 +529,7 @@ function( object, which = match.arg(which) if( which=="fixed" ){ - V = object$opt$SD$cov.fixed + V = object$sdrep$cov.fixed if(is.null(V)){ warning("Please re-run `phylosem` with `getsd=TRUE`, or confirm that the model is converged") } @@ -452,7 +538,7 @@ function( object, V = solve(object$obj$env$spHess(random=TRUE)) } if( which=="both" ){ - H = object$opt$SD$jointPrecision + H = object$sdrep$jointPrecision if(is.null(H)){ warning("Please re-run `phylosem` with `getsd=TRUE` and `getJointPrecision=TRUE`, or confirm that the model is converged") V = NULL @@ -493,7 +579,7 @@ logLik.phylosem <- function(object, ...) { summary.phylosem = function( object, ... ){ # Errors - if(is.null(object$opt$SD)) stop("Please re-run with `getsd=TRUE`") + if(is.null(object$sdrep)) stop("Please re-run with `getsd=TRUE`") # Easy of use RAM = object$obj$env$data$RAM @@ -502,8 +588,8 @@ summary.phylosem = function( object, ... ){ Intercepts = data.frame( Path = NA, VarName = paste0("Intercept_", colnames(object$data) ), - Estimate = as.list(object$opt$SD, "Estimate", report=TRUE)$intercept_j, - StdErr = as.list(object$opt$SD, "Std. Error", report=TRUE)$intercept_j + Estimate = as.list(object$sdrep, "Estimate", report=TRUE)$intercept_j, + StdErr = as.list(object$sdrep, "Std. Error", report=TRUE)$intercept_j ) #rownames(Intercepts) = paste0("Intercept_", colnames(object$data) ) @@ -511,8 +597,8 @@ summary.phylosem = function( object, ... ){ Slopes = data.frame( Path = object$SEM_model[which(RAM[,1]==1),1], VarName = object$SEM_model[which(RAM[,1]==1),2], - Estimate = c(NA,as.list(object$opt$SD, "Estimate")$beta_z)[RAM[which(RAM[,1]==1),4]+1], - StdErr = c(NA,as.list(object$opt$SD, "Std. Error")$beta_z)[RAM[which(RAM[,1]==1),4]+1] + Estimate = c(NA,as.list(object$sdrep, "Estimate")$beta_z)[RAM[which(RAM[,1]==1),4]+1], + StdErr = c(NA,as.list(object$sdrep, "Std. Error")$beta_z)[RAM[which(RAM[,1]==1),4]+1] ) # Plug in if fixed #Slopes$Estimate = ifelse( is.na(object$SEM_model[which(RAM[,1]==1),3]), Slopes$Estimate, as.numeric(object$SEM_model[which(RAM[,1]==1),3]) ) @@ -525,8 +611,8 @@ summary.phylosem = function( object, ... ){ Variances = data.frame( Path = object$SEM_model[which(RAM[,1]==2),1], VarName = object$SEM_model[which(RAM[,1]==2),2], - Estimate = c(NA,as.list(object$opt$SD, "Estimate")$beta_z)[RAM[which(RAM[,1]==2),4]+1], - StdErr = c(NA,as.list(object$opt$SD, "Std. Error")$beta_z)[RAM[which(RAM[,1]==2),4]+1] + Estimate = c(NA,as.list(object$sdrep, "Estimate")$beta_z)[RAM[which(RAM[,1]==2),4]+1], + StdErr = c(NA,as.list(object$sdrep, "Std. Error")$beta_z)[RAM[which(RAM[,1]==2),4]+1] ) # Plug in if fixed #Variances$Estimate = ifelse( is.na(object$SEM_model[which(RAM[,1]==2),3]), Variances$Estimate, as.numeric(object$SEM_model[which(RAM[,1]==2),3]) ) diff --git a/README.md b/README.md index 9583b1e..48400dc 100644 --- a/README.md +++ b/README.md @@ -19,8 +19,9 @@ Please see package vignettes for more details regarding syntax and features. [![](https://cranlogs.r-pkg.org/badges/phylosem)](https://cran.r-project.org/package=phylosem) [![](https://cranlogs.r-pkg.org/badges/grand-total/phylosem)](https://cran.r-project.org/package=phylosem) - [![DOI](https://zenodo.org/badge/534386257.svg)](https://zenodo.org/badge/latestdoi/534386257) +[![Codecov test coverage](https://codecov.io/gh/James-Thorson-NOAA/phylosem/branch/remove-fit_tmb/graph/badge.svg)](https://app.codecov.io/gh/James-Thorson-NOAA/phylosem/tree/remove-fit_tmb) +[![Documentation](https://img.shields.io/badge/documentation-phylosem-orange.svg?colorB=E91E63)](https://james-thorson-noaa.github.io/phylosem/) diff --git a/man/Mlifehist_ver1_0.Rd b/man/Mlifehist_ver1_0.Rd index 4a33927..192281a 100644 --- a/man/Mlifehist_ver1_0.Rd +++ b/man/Mlifehist_ver1_0.Rd @@ -11,6 +11,6 @@ data(Mlifehist_ver1_0) Data used to demonstrate phylogenetic comparative methods for fisheries science. Specifically a copy of the Then et al. database \doi{10.1093/icesjms/fsu136} using file "Mlifehist_ver1.0.csv" accessed from -\url{https://www.vims.edu/research/departments/fisheries/programs/mort_db/index.php} +\url{https://www.vims.edu/research/departments/fisheries/programs/mort_db/} } \keyword{data} diff --git a/man/TMBAIC.Rd b/man/TMBAIC.Rd deleted file mode 100644 index 971dc09..0000000 --- a/man/TMBAIC.Rd +++ /dev/null @@ -1,21 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/TMBAIC.R -\name{TMBAIC} -\alias{TMBAIC} -\title{Calculate marginal AIC for a fitted model} -\usage{ -TMBAIC(opt, k = 2, n = Inf) -} -\arguments{ -\item{opt}{the output from \code{nlminb} or \code{optim}} - -\item{k}{the penalty on additional fixed effects (default=2, for AIC)} - -\item{n}{the sample size, for use in AICc calculation (default=Inf, for which AICc=AIC)} -} -\value{ -AIC, where a parsimonious model has a AIC relative to other candidate models -} -\description{ -\code{TMBAIC} calculates AIC for a given model fit -} diff --git a/man/compare_phylosem.Rd b/man/compare_phylosem.Rd index 965bb35..08d2ed0 100644 --- a/man/compare_phylosem.Rd +++ b/man/compare_phylosem.Rd @@ -13,6 +13,7 @@ compare_phylosem( estimate_ou = FALSE, estimate_lambda = FALSE, estimate_kappa = FALSE, + control = phylosem_control(), ... ) } @@ -53,6 +54,9 @@ phylogenetic tips (a.k.a. the Pagel-lambda term) using additional parameter \cod \item{estimate_kappa}{Boolean indicating whether to estimate a nonlinear scaling of branch lengths (a.k.a. the Pagel-kappa term) using additional parameter \code{lnkappa}} +\item{control}{Output from \code{\link{phylosem_control}}, used to define user +settings, and see documentation for that function for details.} + \item{...}{Additional arguments passed to \code{\link{phylosem}}} } \value{ diff --git a/man/fit_tmb.Rd b/man/fit_tmb.Rd deleted file mode 100644 index 2f44ce7..0000000 --- a/man/fit_tmb.Rd +++ /dev/null @@ -1,98 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/fit_tmb.R -\name{fit_tmb} -\alias{fit_tmb} -\title{Optimize a TMB model} -\usage{ -fit_tmb( - obj, - fn = obj$fn, - gr = obj$gr, - startpar = NULL, - lower = -Inf, - upper = Inf, - getsd = TRUE, - control = list(eval.max = 10000, iter.max = 10000, trace = 1), - bias.correct = FALSE, - bias.correct.control = list(sd = FALSE, split = NULL, nsplit = NULL, vars_to_correct = - NULL), - savedir = NULL, - loopnum = 2, - newtonsteps = 0, - n = Inf, - getReportCovariance = FALSE, - getJointPrecision = FALSE, - getHessian = FALSE, - quiet = FALSE, - start_time_elapsed = as.difftime("0:0:0"), - ... -) -} -\arguments{ -\item{obj}{The compiled TMB object} - -\item{fn}{Function to be minimized. Must return a scalar value. .} - -\item{gr}{Optional function that takes the same arguments as objective and evaluates the gradient of objective at its first argument. Must return a vector as long as startpar} - -\item{startpar}{Starting values for fixed effects (default NULL uses \code{obj$par})} - -\item{lower, upper}{ - vectors of lower and upper bounds, replicated to be as long as - \code{start}. If unspecified, all parameters are assumed to be - unconstrained. - } - -\item{getsd}{Boolean indicating whether to run standard error calculation; see \code{\link[TMB]{sdreport}} for details} - -\item{control}{A list of control parameters. For details see \code{\link[stats]{nlminb}}} - -\item{bias.correct}{Boolean indicating whether to do epsilon bias-correction; -see \code{\link[TMB]{sdreport}} and \code{\link{fit_tmb}}for details} - -\item{bias.correct.control}{tagged list of options for epsilon bias-correction, -where \code{vars_to_correct} is a character-vector of ADREPORT variables that should be bias-corrected} - -\item{savedir}{directory to save results (if \code{savedir=NULL}, then results aren't saved)} - -\item{loopnum}{number of times to re-start optimization (where \code{loopnum=3} -sometimes achieves a lower final gradient than \code{loopnum=1})} - -\item{newtonsteps}{Integer specifying the number of extra newton steps to take -after optimization (alternative to \code{loopnum}). -Each newtonstep requires calculating the Hessian matrix and is therefore slow. -But for well-behaved models, each Newton step will typically -decrease the maximum gradient of the loglikelihood with respect to each fixed effect, -and therefore this option can be used to achieve an arbitrarily low final gradient -given sufficient time for well-behaved models. However, this option will also -perform strangely or have unexpected consequences for poorly-behaved models, e.g., -when fixed effects are at upper or lower bounds. There is no need to increase the value -of newtonsteps if the model appears to be converged (i.e., has low final_gradient and none of -the standard errors are NA values)} - -\item{n}{sample sizes (if \code{n!=Inf} then \code{n} is used to calculate BIC and AICc)} - -\item{getReportCovariance}{Get full covariance matrix of ADREPORTed variables?} - -\item{getJointPrecision}{Optional. Return full joint precision matrix of random effects and parameters?} - -\item{getHessian}{return Hessian for usage in later code} - -\item{quiet}{Boolean whether to print additional messages results to terminal} - -\item{start_time_elapsed}{how much time has elapsed prior to calling fit_tmb, -for use, e.g., when calling \code{fit_tmb} multiple times in sequence, -where \code{start_time_elapsed = opt_previous$time_for_run}} - -\item{...}{list of settings to pass to \code{\link[TMB]{sdreport}}} -} -\value{ -the standard output from \code{\link[stats]{nlminb}}, except with additional diagnostics and timing info, - and a new slot containing the output from \code{\link[TMB]{sdreport}} -} -\description{ -\code{fit_tmb} runs a TMB model and generates standard diagnostics -} -\references{ -For more details see \doi{10.1016/j.fishres.2015.11.016} -} diff --git a/man/phylosem.Rd b/man/phylosem.Rd index df64f1e..1804325 100644 --- a/man/phylosem.Rd +++ b/man/phylosem.Rd @@ -14,11 +14,8 @@ phylosem( estimate_lambda = FALSE, estimate_kappa = FALSE, data_labels = rownames(data), - quiet = FALSE, - newtonsteps = 1, tmb_inputs = NULL, - run_model = TRUE, - ... + control = phylosem_control() ) } \arguments{ @@ -61,28 +58,11 @@ lengths (a.k.a. the Pagel-kappa term) using additional parameter \code{lnkappa}} \item{data_labels}{For each row of \code{data}, listing the corresponding name from \code{tree$tip.label}. Default pulls \code{data_labels} from \code{rownames(data)}} -\item{quiet}{if \code{FALSE}, the default, then the number of input lines is reported and - a message is printed suggesting that \code{specifyEquations} or \code{cfa} be used.} - -\item{newtonsteps}{Integer specifying the number of extra newton steps to take -after optimization (alternative to \code{loopnum}). -Each newtonstep requires calculating the Hessian matrix and is therefore slow. -But for well-behaved models, each Newton step will typically -decrease the maximum gradient of the loglikelihood with respect to each fixed effect, -and therefore this option can be used to achieve an arbitrarily low final gradient -given sufficient time for well-behaved models. However, this option will also -perform strangely or have unexpected consequences for poorly-behaved models, e.g., -when fixed effects are at upper or lower bounds. There is no need to increase the value -of newtonsteps if the model appears to be converged (i.e., has low final_gradient and none of -the standard errors are NA values)} - \item{tmb_inputs}{optional tagged list that overrides the default constructor for TMB inputs (use at your own risk)} -\item{run_model}{Boolean indicating whether to estimate parameters (the default), or -instead to return the model inputs and compiled TMB object without running;} - -\item{...}{Additional parameters passed to \code{\link{fit_tmb}}} +\item{control}{Output from \code{\link{phylosem_control}}, used to define user +settings, and see documentation for that function for details.} } \value{ An object (list) of class `phylosem`. Elements include: @@ -92,7 +72,8 @@ An object (list) of class `phylosem`. Elements include: \item{obj}{TMB object from \code{\link[TMB]{MakeADFun}}} \item{tree}{Copy of argument \code{tree}} \item{tmb_inputs}{The list of inputs passed to \code{\link[TMB]{MakeADFun}}} -\item{opt}{The output from \code{\link{fit_tmb}}} +\item{opt}{The output from \code{\link[stats]{nlminb}}} +\item{sdrep}{The output from \code{\link[TMB]{sdreport}}} \item{report}{The output from \code{obj$report()}} \item{parhat}{The output from \code{obj$env$parList()} containing maximum likelihood estimates and empirical Bayes predictions} } diff --git a/man/phylosem_control.Rd b/man/phylosem_control.Rd new file mode 100644 index 0000000..263566b --- /dev/null +++ b/man/phylosem_control.Rd @@ -0,0 +1,53 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/phylosem.R +\name{phylosem_control} +\alias{phylosem_control} +\title{Detailed control for phylosem structure} +\usage{ +phylosem_control( + nlminb_loops = 1, + newton_loops = 1, + trace = 0, + eval.max = 1000, + iter.max = 1000, + getsd = TRUE, + quiet = FALSE, + run_model = TRUE, + getJointPrecision = FALSE +) +} +\arguments{ +\item{nlminb_loops}{Integer number of times to call \code{\link[stats]{nlminb}}.} + +\item{newton_loops}{Integer number of Newton steps to do after running +\code{\link[stats]{nlminb}}.} + +\item{trace}{Parameter values are printed every `trace` iteration +for the outer optimizer. Passed to +`control` in \code{\link[stats]{nlminb}}.} + +\item{eval.max}{Maximum number of evaluations of the objective function +allowed. Passed to `control` in \code{\link[stats]{nlminb}}.} + +\item{iter.max}{Maximum number of iterations allowed. Passed to `control` in +\code{\link[stats]{nlminb}}.} + +\item{getsd}{Boolean indicating whether to call \code{\link[TMB]{sdreport}}} + +\item{quiet}{Boolean indicating whether to run model printing messages to terminal or not;} + +\item{run_model}{Boolean indicating whether to estimate parameters (the default), or +instead to return the model inputs and compiled TMB object without running;} + +\item{getJointPrecision}{whether to get the joint precision matrix. Passed +to \code{\link[TMB]{sdreport}}.} +} +\value{ +An S3 object of class "phylosem_control" that specifies detailed model settings, +allowing user specification while also specifying default values +} +\description{ +Define a list of control parameters. Note that +the format of this input is likely to change more rapidly than that of +\code{\link{phylosem}} +} diff --git a/man/print.phylosem.Rd b/man/print.phylosem.Rd index 323b487..7801bd6 100644 --- a/man/print.phylosem.Rd +++ b/man/print.phylosem.Rd @@ -12,7 +12,7 @@ \item{...}{Not used} } \value{ -prints (and invisibly returns) output from \code{\link{fit_tmb}} +prints (and invisibly returns) output from \code{\link[stats]{nlminb}} } \description{ Print parameter estimates diff --git a/scratch/codecov.yml b/scratch/codecov.yml new file mode 100644 index 0000000..04c5585 --- /dev/null +++ b/scratch/codecov.yml @@ -0,0 +1,14 @@ +comment: false + +coverage: + status: + project: + default: + target: auto + threshold: 1% + informational: true + patch: + default: + target: auto + threshold: 1% + informational: true diff --git a/scratch/run_vignettes_locally.R b/scratch/run_vignettes_locally.R new file mode 100644 index 0000000..dcfe820 --- /dev/null +++ b/scratch/run_vignettes_locally.R @@ -0,0 +1,17 @@ + +#setwd( R'(C:\Users\James.Thorson\Desktop\Git\phylosem\src)') +#library(TMB) +#compile("tinyVAST.cpp", framework="TMBad") + +#devtools::document( R'(C:\Users\James.Thorson\Desktop\Git\tinyVAST)') +#devtools::install_local( R'(C:\Users\James.Thorson\Desktop\Git\tinyVAST)', +# force=TRUE, dep=FALSE ) +#?tinyVAST::tinyVAST + +setwd( R'(C:\Users\James.Thorson\Desktop\Git\phylosem\vignettes)' ) +vignettes = list.files( pattern="Rmd") +for( vign in vignettes ){ + message( "Running " , vign) + devtools::build_rmd( file.path(getwd(), vign) ) + #rmarkdown::render( file.path(getwd(), vign), rmarkdown::pdf_document()) +} diff --git a/scratch/setup_codecov.R b/scratch/setup_codecov.R new file mode 100644 index 0000000..0aaf983 --- /dev/null +++ b/scratch/setup_codecov.R @@ -0,0 +1,15 @@ + +# Setup Action +setwd( R'(C:\Users\James.Thorson\Desktop\Git\phylosem)' ) +usethis::use_coverage() + +# Run locally +setwd( R'(C:\Users\James.Thorson\Desktop\Git\phylosem)' ) +library(covr) +#dir = tempdir() +#dir.create(dir) +covr::codecov() # install_path = dir ) #path = getwd(), + #install_path = file.path(getwd(),"scratch", "tmp") ) +package_coverage( path = getwd(), + type = "none", + install_path = tempdir() ) #covr:::temp_file("R_LIBS") ) diff --git a/tests/testthat/test-platform.R b/tests/testthat/test-platform.R index c49762b..f5ef35a 100644 --- a/tests/testthat/test-platform.R +++ b/tests/testthat/test-platform.R @@ -4,6 +4,9 @@ context("Testing cross platform and R version compatibility") # Eastern Bering Sea pollcok test_that("phylosem example is working ", { + # + checkDepPackageVersion( warn=FALSE ) + #skip_on_ci() data(rhino, rhino_tree, package="phylopath") @@ -16,7 +19,8 @@ test_that("phylosem example is working ", { " psem = phylosem( sem = model, data = rhino[,c("BM","NL","DD","RS","LS")], - tree = rhino_tree ) + tree = rhino_tree, + control = phylosem_control( getJointPrecision=TRUE ) ) # Check objective function expect_equal( as.numeric(psem$opt$obj), 1087.686, tolerance=1e-2 ) @@ -24,5 +28,39 @@ test_that("phylosem example is working ", { as_fitted_DAG(psem) as_sem(psem) as_phylo4d(psem) + + # + logLik(psem) + AIC(psem) + summary(psem) + print(sem) + coef(psem) + vcov(psem, which="fixed") + vcov(psem, which="random") + vcov(psem, which="both") + + # + psem_full = phylosem( sem = model, + data = rhino[,c("BM","NL","DD","RS","LS")], + tree = rhino_tree, + estimate_ou = TRUE, + estimate_lambda = TRUE, + estimate_kappa = TRUE, + control = phylosem_control( getsd = FALSE, + quiet = TRUE ) ) + + # + model2 = " + LS -> BM, p2 + BM -> NL, p3 + NL -> DD, p4 + DD -> RS, p1 + " + myset = compare_phylosem( sem_set = list("one"=model,"two"=model2), + data = rhino[,c("BM","NL","DD","RS","LS")], + tree = rhino_tree ) + best(myset) + choice(myset,1) + average(myset) }) diff --git a/vignettes/comparison.Rmd b/vignettes/comparison.Rmd index a70caa2..c7b3920 100644 --- a/vignettes/comparison.Rmd +++ b/vignettes/comparison.Rmd @@ -88,7 +88,7 @@ start_time = Sys.time() psem_bm = phylosem( sem = "x -> y, p", data = Data, tree = tree, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time knitr::kable(summary(psem_bm)$coefficients, digits=3) @@ -102,7 +102,7 @@ psem_ou = phylosem( sem = "x -> y, p", data = Data, tree = tree, estimate_ou = TRUE, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time knitr::kable(summary(psem_ou)$coefficients, digits=3) @@ -120,7 +120,7 @@ psem_lambda = phylosem( sem = "x -> y, p", data = Data, tree = tree, estimate_lambda = TRUE, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time knitr::kable(summary(psem_lambda)$coefficients, digits=3) @@ -138,7 +138,7 @@ psem_kappa = phylosem( sem = "x -> y, p", data = Data, tree = tree, estimate_kappa = TRUE, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time knitr::kable(summary(psem_kappa)$coefficients, digits=3) @@ -194,7 +194,7 @@ pgsem = phylosem( sem = "x -> y, p", data = Data, family = c("fixed","poisson"), tree = tree, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) knitr::kable(summary(pgsem)$coefficients, digits=3) ``` @@ -293,7 +293,7 @@ pgsem = phylosem( sem = "x -> y, p", data = Data, family = c("fixed","binomial"), tree = tree, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) knitr::kable(summary(pgsem)$coefficients, digits=3) ``` @@ -337,7 +337,7 @@ start_time = Sys.time() psem = phylosem( sem = model, data = rhino_scaled[,c("BM","NL","DD","RS","LS")], tree = rhino_tree, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time plot( as_fitted_DAG(psem) ) ``` @@ -401,7 +401,7 @@ start_time = Sys.time() psem = phylosem( data = Data, sem = equations, tree = tree_null, - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time ``` @@ -451,13 +451,13 @@ psem = phylosem( data = Data, tree = tree, sem = "", covs = "BM, NL, DD, RS, LS", - quiet = TRUE ) + control = phylosem_control(quiet = TRUE) ) Sys.time() - start_time # Display estimates for missing values knitr::kable(cbind( - "Estimate"=as.list(psem$opt$SD,"Estimate")$x_vj[ match("t1",tree$tip.label), ], - "Var"=as.list(psem$opt$SD,"Std. Error")$x_vj[ match("t1",tree$tip.label), ]^2 + "Estimate"=as.list(psem$sdrep,"Estimate")$x_vj[ match("t1",tree$tip.label), ], + "Var"=as.list(psem$sdrep,"Std. Error")$x_vj[ match("t1",tree$tip.label), ]^2 ), digits=3) ``` diff --git a/vignettes/comparison.pdf b/vignettes/comparison.pdf deleted file mode 100644 index 87e53bb25b8665269b99e30fd69a35e626d5f385..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 264392 zcmb5V1CS-%wys@Pmu*|CY}>YN+qTtZ+qSygW!vbo?W)_~`Oo?9jo3Tl?wb)SW97`T zMy{NZIiES^7%!QEh!`CsJu3{^?Beh$3^O|+1EIZ<6$}p#3_!-z&fLX z6p!vr0Yh>Q#8PWT5P!ZfpX{m@8&4ZgGFyKK3%(<1*}Bdc!;;{FjFac+!%VEV?bhcy zocVj`dU$C~eMa=`HXU3iY9D$W+&cl+CE)p5bKM(iyv3kKAVtw#W0w(RC^l7`3cZo0sB;>i&c|pY(x%)b&lo+l3XYQ+;zBba46VyCez))o0cvzAvITG;_(| z&>a9do3FUbdLI(-j}&HH*)AJ%{FQbqv58EcMNBlQy2Qa;j=Wm|F}GcS)yy0vINp)} z98ESyyO%sn9WOPk2}H#9lRD;wh1@}_65V$RHd+htDzp~MY`rJ+OO-cPf#xZpap+lF z_W)|&(tP@~T4U!TPw@eCq;*49tsluE4RB%FInBtHRnWvJOgy;=dP*n+vFKV+!zgnk z&{D)0)(CJbaqB<0BKa{t?V#9~XwNeyYb|$Zs7@v3fm^iTF{?Z6rjc zNqbC=Y8Wybuz8mHVlQP13}T@==jw*6t@|^$AC)jEF~KMXRX!%fM3lvtv?)i4U+JQu zzzr!bH)(-b?AD7?dVRg}twtJScb62HYII+Ineg44uIQ85TnfX;$jrPEBwu4xiNDpt 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