From 57d7bcbce2a96759a0419b3ed416002ae9c3d1ff Mon Sep 17 00:00:00 2001 From: aho Date: Thu, 20 May 2021 17:10:30 +0200 Subject: [PATCH 1/6] Add irregular regrid usecase. Need further modification when other developments are done. --- inst/doc/usecase/ex2_13_irregular_regrid.R | 75 ++++++++++++++++++++++ 1 file changed, 75 insertions(+) create mode 100644 inst/doc/usecase/ex2_13_irregular_regrid.R diff --git a/inst/doc/usecase/ex2_13_irregular_regrid.R b/inst/doc/usecase/ex2_13_irregular_regrid.R new file mode 100644 index 0000000..8155379 --- /dev/null +++ b/inst/doc/usecase/ex2_13_irregular_regrid.R @@ -0,0 +1,75 @@ +#---------------------------------------------------------------------------- +# Author: An-Chi Ho +# Date: 20th May 2021 +# +# This script shows how to load irregular grid data by Start(), then regrid it +# by s2dv::CDORemap in the workflow. It is a solution before Start() can deal +# with irregular regridding directly. +#---------------------------------------------------------------------------- + +library(startR) +#NOTE: The following library() and source() are not needed when CDORemap() is updated +# in the installed version. +library(easyNCDF) +library(ncdf4) +library(ClimProjDiags) +source('/home/Earth/aho/aho-testtest/startR/issue/issue_CDORemap_irregular/CDORemap_irregular.R') +source('/home/Earth/aho/startR/R/Utils.R') +source('/home/Earth/aho/s2dverification/R/ArrayToNetCDF.R') + +path <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', + 'DCPP/CMCC/CMCC-CM2-SR5/dcppA-hindcast/$member$/Omon/$var$/gn/v20210312/', + '$var$_*_s$sdate$-$member$_gn_$aux$.nc') + +data <- Start(dataset = path, + var = 'tos', + sdate = c('1960', '1961'), + aux = 'all', + aux_depends = 'sdate', + j = 'all', + i = 'all', + time = indices(1:12), + member = 'r1i1p1f1', + return_vars = list(j = NULL, i = NULL, + latitude = NULL, longitude = NULL), + retrieve = F) + +func_regrid <- function(data) { + lons <- attr(data, 'Variables')$common$longitude + lats <- attr(data, 'Variables')$common$latitude + data <- CDORemap_irregular(data, lons, lats, grid = 'r360x180', + method = 'bil', crop = FALSE) + lons_reg <- data[['lons']] + lats_reg <- data[['lats']] + return(list(data = data[[1]], lats = lats_reg, lons = lons_reg)) +} + +#NOTE: target_dims can only have 'j' and 'i'. It should be fixed when CDORemap is fixed +# and installed. +step <- Step(fun = func_regrid, + target_dims = list(data = c('var', 'aux', 'j', 'i')), + output_dims = list(data = c('var', 'aux', 'lon', 'lat'), + lats = 'lat', lons = 'lon'), + use_attributes = list(data = "Variables")) +wf <- AddStep(data, step) + +res <- Compute(workflow = wf$data, + chunks = list(sdate = 2, time = 2)) + +names(res) +#[1] "data" "lats" "lons" +dim(res$data) +# var aux lon lat dataset sdate time member +# 1 1 360 180 1 2 12 1 +dim(res$lon) +# lon dataset sdate time member +# 360 1 2 12 1 +dim(res$lat) +# lat dataset sdate time member +# 180 1 2 12 1 + +s2dv::PlotEquiMap(t(res$data[1, 1, , , 1, 1, 1, 1]), + lon = res$lons[, 1, 1, 1, 1], + lat = res$lats[, 1, 1, 1, 1]) + + -- GitLab From b153f6bca63ecf83dc3a3202d5ac73bd94fa0ba8 Mon Sep 17 00:00:00 2001 From: aho Date: Fri, 18 Jun 2021 16:36:33 +0200 Subject: [PATCH 2/6] Revise use case but there is still bug --- .../usecase/ex1_13_irregular_grid_CDORemap.R | 77 +++++++++++++++++++ inst/doc/usecase/ex2_13_irregular_regrid.R | 45 +++++------ 2 files changed, 97 insertions(+), 25 deletions(-) create mode 100644 inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R diff --git a/inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R b/inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R new file mode 100644 index 0000000..1f452f6 --- /dev/null +++ b/inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R @@ -0,0 +1,77 @@ +#---------------------------------------------------------------------------- +# Author: An-Chi Ho +# Date: 18th Jun 2021 +# +# This script shows how to use Start() to load irregular grid data , then regrid it +# by s2dv::CDORemap. +#---------------------------------------------------------------------------- + +library(startR) + +# Case 1: +path1 <- '/esarchive/exp/ecearth/a1ua/cmorfiles/DCPP/EC-Earth-Consortium/EC-Earth3/dcppA-hindcast/r1i1p1f1/Omon/$var$/gn/v20190713/$var$_*_s$sdate$-$member$_gn_$aux$.nc' + +data1 <- Start(dataset = path1, + var = 'tos', + sdate = paste0(1960), + aux = indices(1), + aux_depends = 'sdate', + j = 'all', + i = 'all', + time = indices(1), + member = 'r1i1p1f1', + return_vars = list(j = NULL, i = NULL, + latitude = NULL, longitude = NULL), + retrieve = T) +lons1 <- attributes(data1)$Variables$common$longitude +lats1 <- attributes(data1)$Variables$common$latitude +dim(lons1) +dim(lats1) +dim(data1) +res1 <- CDORemap(drop(data1), lons1, lats1, grid = 'r100x50', method = 'bil', crop = FALSE) +dim(res1$data_array) +#lon lat +#100 50 +s2dv::PlotEquiMap(t(res1$data_array), lon = res1$lons, lat = res1$lats, fileout = 'irre_grid_res1.png') + +# Case 2: +path2 <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', + 'DCPP/CMCC/CMCC-CM2-SR5/dcppA-hindcast/$member$/Omon/$var$/gn/v20210312/', + '$var$_*_s$sdate$-$member$_gn_$aux$.nc') + +data2 <- Start(dataset = path2, + var = 'tos', + sdate = '1960', + aux = 'all', + aux_depends = 'sdate', + j = 'all', + i = 'all', + time = indices(1), + member = 'r1i1p1f1', + return_vars = list(j = NULL, i = NULL, + latitude = NULL, longitude = NULL), + retrieve = T) + +lons2 <- attributes(data2)$Variables$common$longitude +lats2 <- attributes(data2)$Variables$common$latitude + +dim(data2) +#dataset var sdate aux j i time member +# 1 1 1 1 362 292 1 1 +dim(lons2) +# j i +#362 292 +dim(lats2) +# j i +#362 292 + +data2 <- ClimProjDiags::Subset(data2, c(1,2,3,7,8), list(1,1,1,1,1), drop = 'selected') +res2 <- s2dv::CDORemap(drop(data2), lons2, lats2, grid = 'r100x50', method = 'bil', crop = FALSE) +dim(res2$data_array) +#lat lon +# 50 100 +s2dv::PlotEquiMap(res2$data_array, lon = res2$lons, lat = res2$lats, fileout = 'irre_grid_res2.png') + + + + diff --git a/inst/doc/usecase/ex2_13_irregular_regrid.R b/inst/doc/usecase/ex2_13_irregular_regrid.R index 8155379..50ca24b 100644 --- a/inst/doc/usecase/ex2_13_irregular_regrid.R +++ b/inst/doc/usecase/ex2_13_irregular_regrid.R @@ -8,14 +8,6 @@ #---------------------------------------------------------------------------- library(startR) -#NOTE: The following library() and source() are not needed when CDORemap() is updated -# in the installed version. -library(easyNCDF) -library(ncdf4) -library(ClimProjDiags) -source('/home/Earth/aho/aho-testtest/startR/issue/issue_CDORemap_irregular/CDORemap_irregular.R') -source('/home/Earth/aho/startR/R/Utils.R') -source('/home/Earth/aho/s2dverification/R/ArrayToNetCDF.R') path <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', 'DCPP/CMCC/CMCC-CM2-SR5/dcppA-hindcast/$member$/Omon/$var$/gn/v20210312/', @@ -37,18 +29,18 @@ data <- Start(dataset = path, func_regrid <- function(data) { lons <- attr(data, 'Variables')$common$longitude lats <- attr(data, 'Variables')$common$latitude - data <- CDORemap_irregular(data, lons, lats, grid = 'r360x180', - method = 'bil', crop = FALSE) + data <- s2dv::CDORemap(data, lons, lats, grid = 'r360x180', + method = 'bil', crop = FALSE) lons_reg <- data[['lons']] lats_reg <- data[['lats']] return(list(data = data[[1]], lats = lats_reg, lons = lons_reg)) } -#NOTE: target_dims can only have 'j' and 'i'. It should be fixed when CDORemap is fixed -# and installed. +#NOTE: The data transposes if target_dims are only 'j' and 'i'. +# If only 'j' and 'i', output_dims will be 'lat', 'lon'. step <- Step(fun = func_regrid, target_dims = list(data = c('var', 'aux', 'j', 'i')), - output_dims = list(data = c('var', 'aux', 'lon', 'lat'), + output_dims = list(data = c('var', 'aux','lon', 'lat'), lats = 'lat', lons = 'lon'), use_attributes = list(data = "Variables")) wf <- AddStep(data, step) @@ -59,17 +51,20 @@ res <- Compute(workflow = wf$data, names(res) #[1] "data" "lats" "lons" dim(res$data) -# var aux lon lat dataset sdate time member -# 1 1 360 180 1 2 12 1 -dim(res$lon) -# lon dataset sdate time member -# 360 1 2 12 1 -dim(res$lat) -# lat dataset sdate time member -# 180 1 2 12 1 - -s2dv::PlotEquiMap(t(res$data[1, 1, , , 1, 1, 1, 1]), - lon = res$lons[, 1, 1, 1, 1], - lat = res$lats[, 1, 1, 1, 1]) +# lat lon dataset var sdate aux time member +# 180 360 1 1 2 1 12 1 +dim(res$lons) +# lon dataset var sdate aux time member +# 360 1 1 2 1 12 1 +dim(res$lats) +# lat dataset var sdate aux time member +# 180 1 1 2 1 12 1 +s2dv::PlotEquiMap(drop(res$data)[ , , 1, 1], + lon = drop(res$lons)[, 1, 1], + lat = drop(res$lats)[, 1, 1], fileout = '~/irre.png') +s2dv::PlotEquiMap(t(res$data[1, 1, 50:90, 30:50, 1, 1, 1, 1]), + lon = res$lons[50:90, 1, 1, 1, 1], + lat = res$lats[30:50, 1, 1, 1, 1], + bar_limits = c(-2, 32), fileout = '~/irre2.png') -- GitLab From ee5d683d0422883049e83c39847db4d908d3da94 Mon Sep 17 00:00:00 2001 From: aho Date: Fri, 8 Oct 2021 16:29:28 +0200 Subject: [PATCH 3/6] Modification --- inst/doc/usecase/ex2_13_irregular_regrid.R | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/inst/doc/usecase/ex2_13_irregular_regrid.R b/inst/doc/usecase/ex2_13_irregular_regrid.R index 50ca24b..9319295 100644 --- a/inst/doc/usecase/ex2_13_irregular_regrid.R +++ b/inst/doc/usecase/ex2_13_irregular_regrid.R @@ -1,6 +1,6 @@ #---------------------------------------------------------------------------- # Author: An-Chi Ho -# Date: 20th May 2021 +# Date: 8th Oct 2021 # # This script shows how to load irregular grid data by Start(), then regrid it # by s2dv::CDORemap in the workflow. It is a solution before Start() can deal @@ -18,8 +18,8 @@ data <- Start(dataset = path, sdate = c('1960', '1961'), aux = 'all', aux_depends = 'sdate', - j = 'all', - i = 'all', + j = indices(2:361), # remove two indices to avoid white strips + i = indices(2:291), # remove two indices to avoid white strips time = indices(1:12), member = 'r1i1p1f1', return_vars = list(j = NULL, i = NULL, @@ -39,8 +39,8 @@ func_regrid <- function(data) { #NOTE: The data transposes if target_dims are only 'j' and 'i'. # If only 'j' and 'i', output_dims will be 'lat', 'lon'. step <- Step(fun = func_regrid, - target_dims = list(data = c('var', 'aux', 'j', 'i')), - output_dims = list(data = c('var', 'aux','lon', 'lat'), + target_dims = list(data = c('j', 'i')), + output_dims = list(data = c('lat', 'lon'), lats = 'lat', lons = 'lon'), use_attributes = list(data = "Variables")) wf <- AddStep(data, step) -- GitLab From 95dd33f8317b8e51f1e65551812861103ec2fa86 Mon Sep 17 00:00:00 2001 From: aho Date: Wed, 10 Nov 2021 18:11:41 +0100 Subject: [PATCH 4/6] Fix the use cases. Need the new s2dv::CDORemap to be included to work well. --- inst/doc/usecase.md | 16 +++++++- ...map.R => ex1_15_irregular_grid_CDORemap.R} | 38 +++++++++++-------- inst/doc/usecase/ex2_13_irregular_regrid.R | 34 +++++++++++------ 3 files changed, 60 insertions(+), 28 deletions(-) rename inst/doc/usecase/{ex1_13_irregular_grid_CDORemap.R => ex1_15_irregular_grid_CDORemap.R} (73%) diff --git a/inst/doc/usecase.md b/inst/doc/usecase.md index 013b47a..d13f07b 100644 --- a/inst/doc/usecase.md +++ b/inst/doc/usecase.md @@ -65,6 +65,10 @@ parameter and Start() can recognize this dependecy relationship. the dependency between one inner dimension and one file dimension (i.e., the usage of *_across), while this use case is for two file dimensions (i.e., the usage of *_depends). + 15. [Load irregular grid data](inst/doc/usecase/ex1_15_irregular_grid_CDORemap.R) + This script shows how to use Start() to load irregular grid data , then regrid it by s2dv::CDORemap. + + 2. **Execute computation (use `Compute()`)** 1. [Function working on time dimension](inst/doc/usecase/ex2_1_timedim.R) 2. [Function using attributes of the data](inst/doc/usecase/ex2_2_attr.R) @@ -74,18 +78,28 @@ this use case is for two file dimensions (i.e., the usage of *_depends). 4. [Use two functions in workflow](inst/doc/usecase/ex2_4_two_func.R) 5. 6. [Use external parameters in atomic function](inst/doc/usecase/ex2_6_ext_param_func.R) + 7. [Calculate the ensemble-adjusted Continuous Ranked Probability Score (CRPS)](inst/doc/usecase/ex2_7_seasonal_forecast_crps.R) Use `SpecsVerification::EnsCrps` to calculate the ensemble-adjusted Continuous Ranked Probability Score (CRPS) for ECWMF experimental data, and do ensemble mean. Use `s2dverification::PlotEquiMap` to plot the CRPS map. + 8. [Use CSTools Calibration function](inst/doc/usecase/ex2_8_calibration.R) Use `CSTools:::.cal`, the interior function of `CSTools::CST_Calibration`, to do the bias adjustment for ECMWF experimental monthly mean data. + 9. [Use a mask to apply different methods to different gridpoints](inst/doc/usecase/ex2_9_mask.R) If you need to apply your analysis in a few gridpoints, you may want to consider use case 1.6, but if you need to load a lot of grid points, maybe this a better solution. + 10. [Apply an existing mask on data](inst/doc/usecase/ex2_10_existing_mask.R) This use case shows you how to apply the existing mask file on your data. If you need to create the mask file on your own, go to ex2_9_mask.R. + 11. [Two datasets with different length of target dimensions](inst/doc/usecase/ex2_11_two_dat_inconsistent_target_dim.R) This use case uses experimental and the corresponding observational data to calculate the temporal mean and spatial weighted mean. Notice that the spatial resolutions of the two datasets are different, but it still works because lat and lon are target dimensions. - + 12. [Transform and chunk spatial dimensions](inst/doc/usecase/ex2_12_transform_and_chunk.R) + This use case provides an example of transforming and chunking latitude and longitude dimensions. + + 13. [Load irregular grid data and interpolate it in the workflow](inst/doc/usecase/ex2_13_irregular_regrid.R) + This script shows how to load irregular grid data by Start(), then regrid it +by s2dv::CDORemap in the workflow. It is a solution before Start() can deal with irregular regridding directly. diff --git a/inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R b/inst/doc/usecase/ex1_15_irregular_grid_CDORemap.R similarity index 73% rename from inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R rename to inst/doc/usecase/ex1_15_irregular_grid_CDORemap.R index 1f452f6..f863443 100644 --- a/inst/doc/usecase/ex1_13_irregular_grid_CDORemap.R +++ b/inst/doc/usecase/ex1_15_irregular_grid_CDORemap.R @@ -7,6 +7,7 @@ #---------------------------------------------------------------------------- library(startR) +library(s2dv) # Case 1: path1 <- '/esarchive/exp/ecearth/a1ua/cmorfiles/DCPP/EC-Earth-Consortium/EC-Earth3/dcppA-hindcast/r1i1p1f1/Omon/$var$/gn/v20190713/$var$_*_s$sdate$-$member$_gn_$aux$.nc' @@ -26,13 +27,22 @@ data1 <- Start(dataset = path1, lons1 <- attributes(data1)$Variables$common$longitude lats1 <- attributes(data1)$Variables$common$latitude dim(lons1) +# i j +#362 292 dim(lats1) +# i j +#362 292 dim(data1) +#dataset var sdate aux j i time member +# 1 1 1 1 292 362 1 1 + res1 <- CDORemap(drop(data1), lons1, lats1, grid = 'r100x50', method = 'bil', crop = FALSE) dim(res1$data_array) #lon lat #100 50 -s2dv::PlotEquiMap(t(res1$data_array), lon = res1$lons, lat = res1$lats, fileout = 'irre_grid_res1.png') +PlotEquiMap(t(res1$data_array), lon = res1$lons, lat = res1$lats, fileout = '~/irre_grid_res1.png') + +#--------------------------------------------------------- # Case 2: path2 <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', @@ -44,8 +54,8 @@ data2 <- Start(dataset = path2, sdate = '1960', aux = 'all', aux_depends = 'sdate', - j = 'all', - i = 'all', + j = indices(2:361), # remove two indices to avoid white strips + i = indices(2:291), # remove two indices to avoid white strips time = indices(1), member = 'r1i1p1f1', return_vars = list(j = NULL, i = NULL, @@ -54,24 +64,20 @@ data2 <- Start(dataset = path2, lons2 <- attributes(data2)$Variables$common$longitude lats2 <- attributes(data2)$Variables$common$latitude - -dim(data2) -#dataset var sdate aux j i time member -# 1 1 1 1 362 292 1 1 dim(lons2) # j i -#362 292 +#360 290 dim(lats2) # j i -#362 292 +#360 290 +dim(data2) +#dataset var sdate aux j i time member +# 1 1 1 1 360 290 1 1 data2 <- ClimProjDiags::Subset(data2, c(1,2,3,7,8), list(1,1,1,1,1), drop = 'selected') -res2 <- s2dv::CDORemap(drop(data2), lons2, lats2, grid = 'r100x50', method = 'bil', crop = FALSE) +res2 <- CDORemap(drop(data2), lons2, lats2, grid = 'r100x50', method = 'bil', crop = FALSE) dim(res2$data_array) -#lat lon -# 50 100 -s2dv::PlotEquiMap(res2$data_array, lon = res2$lons, lat = res2$lats, fileout = 'irre_grid_res2.png') - - - +#lon lat +#100 50 +PlotEquiMap(res2$data_array, lon = res2$lons, lat = res2$lats, fileout = '~/irre_grid_res2.png') diff --git a/inst/doc/usecase/ex2_13_irregular_regrid.R b/inst/doc/usecase/ex2_13_irregular_regrid.R index 9319295..19e0528 100644 --- a/inst/doc/usecase/ex2_13_irregular_regrid.R +++ b/inst/doc/usecase/ex2_13_irregular_regrid.R @@ -8,6 +8,7 @@ #---------------------------------------------------------------------------- library(startR) +library(s2dv) path <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', 'DCPP/CMCC/CMCC-CM2-SR5/dcppA-hindcast/$member$/Omon/$var$/gn/v20210312/', @@ -26,6 +27,16 @@ data <- Start(dataset = path, latitude = NULL, longitude = NULL), retrieve = F) +attr(data, 'Dimensions') +#dataset var sdate aux j i time member +# 1 1 2 1 360 290 12 1 +dim(attr(data, 'Variables')$common$longitude) +# j i +#360 290 +dim(attr(data, 'Variables')$common$latitude) +# j i +#360 290 + func_regrid <- function(data) { lons <- attr(data, 'Variables')$common$longitude lats <- attr(data, 'Variables')$common$latitude @@ -40,19 +51,19 @@ func_regrid <- function(data) { # If only 'j' and 'i', output_dims will be 'lat', 'lon'. step <- Step(fun = func_regrid, target_dims = list(data = c('j', 'i')), - output_dims = list(data = c('lat', 'lon'), + output_dims = list(data = c('lon', 'lat'), lats = 'lat', lons = 'lon'), use_attributes = list(data = "Variables")) wf <- AddStep(data, step) res <- Compute(workflow = wf$data, - chunks = list(sdate = 2, time = 2)) + chunks = list(sdate = 2)) names(res) #[1] "data" "lats" "lons" dim(res$data) -# lat lon dataset var sdate aux time member -# 180 360 1 1 2 1 12 1 +# lon lat dataset var sdate aux time member +# 360 180 1 1 2 1 12 1 dim(res$lons) # lon dataset var sdate aux time member # 360 1 1 2 1 12 1 @@ -60,11 +71,12 @@ dim(res$lats) # lat dataset var sdate aux time member # 180 1 1 2 1 12 1 -s2dv::PlotEquiMap(drop(res$data)[ , , 1, 1], - lon = drop(res$lons)[, 1, 1], - lat = drop(res$lats)[, 1, 1], fileout = '~/irre.png') +PlotEquiMap(drop(res$data)[ , , 1, 1], + lon = drop(res$lons)[, 1, 1], + lat = drop(res$lats)[, 1, 1]) + +PlotLayout(PlotEquiMap, c('lat', 'lon'), + aperm(drop(res$data)[,,1,], c(3,1,2)), + lon = drop(res$lons)[, 1, 1], + lat = drop(res$lats)[, 1, 1],fileout = '~/asd.png') -s2dv::PlotEquiMap(t(res$data[1, 1, 50:90, 30:50, 1, 1, 1, 1]), - lon = res$lons[50:90, 1, 1, 1, 1], - lat = res$lats[30:50, 1, 1, 1, 1], - bar_limits = c(-2, 32), fileout = '~/irre2.png') -- GitLab From 7a0bcf6525443aeed910658236d2f5be43b1982b Mon Sep 17 00:00:00 2001 From: aho Date: Wed, 1 Dec 2021 12:07:51 +0100 Subject: [PATCH 5/6] Add FAQ for white stripes of interpolated irregular grid data --- inst/doc/faq.md | 26 ++++++++++++++++++++- inst/doc/figures/faq_2_9_white_stripes.png | Bin 0 -> 157904 bytes inst/doc/usecase.md | 1 - 3 files changed, 25 insertions(+), 2 deletions(-) create mode 100644 inst/doc/figures/faq_2_9_white_stripes.png diff --git a/inst/doc/faq.md b/inst/doc/faq.md index fbf2efb..7107c10 100644 --- a/inst/doc/faq.md +++ b/inst/doc/faq.md @@ -37,7 +37,9 @@ This document intends to be the first reference for any doubts that you may have 4. [My jobs work well in workstation and fatnodes but not on Power9 (or vice versa)](#4-my-jobs-work-well-in-workstation-and-fatnodes-but-not-on-power9-or-vice-versa) 5. [Errors related to wrong file formatting](#5-errors-related-to-wrong-file-formatting) 6. [Errors using a new cluster (setting Nord3)](#6-errors-using-a-new-cluster-setting-nord3) - 7. [Start() fails retrieving data](#7-start-fails-retrieving-data) + 7. [Start() fails retrieving data](#7-start-fails-retrieving-data) + 8. [Error 'caught segfault' when job submitted to HPCs](#8-error-caught-segfault-when-job-submitted-to-hpcs) + ## 1. How to @@ -1106,3 +1108,25 @@ Error in file_var_reader(NULL, file_object, NULL, var_to_read, synonims) : ``` check if your path contains the label $var$ in the path. If not, try to added it as part of the path or the file name. Where $var$ is the variable to retrieve from files. + + +### 8. Error 'caught segfault' when job submitted to HPCs + +This error message implies that the memory space is not enough for +computation. +Check if the partition `/dev/shm/` is empty. If the trash files occupy this partition, +the process you are running may fail. Remove the files and re-run your code. + +If the error persists, check your code with a smaller data sample to discard a problem with your code since this error message indicates that you are requesting more memory than the available. + + +### 9. White lines on the figure of interpolated irregular data + +To process irregular grid data, we can load the data by Start() and interpolate it to a regular grid by other tools (e.g., using s2dv::CDORemap). +In some instances, when we plot the interpolated data, we see some white lines on the map (see figure below). +To solve this problem, we can try to exclude the first and last indices of the latitude and longitude in Start() call. +Check [use case ex1_15](inst/doc/usecase/ex1_15_irregular_grid_CDORemap.R) for the example script (Case 2). The solution of each case may differ, so if you find this solution does not work for your case, please open an issue. + + + + diff --git a/inst/doc/figures/faq_2_9_white_stripes.png b/inst/doc/figures/faq_2_9_white_stripes.png new file mode 100644 index 0000000000000000000000000000000000000000..ceccedbf1cefc0f8729425bae8c0b70a55cc4748 GIT binary patch literal 157904 zcmcHgbyS;Q@Gp$ENYNH|iUxOw;_gmycX!v~1Wzc|;!bgQcZcFG!Ci_=UcTqNzq8K0 zf8RT6WhHyh&hzBS$lf#a8K8=i^k-y3bxg1{#mJCkw+t3Nj8+#6uPe2(o@by3Q$er%oc}jTeR(52RCMy4 z{k`$8h^OP|e}9ykD*|Tx-xL4w;;I#~`2J_b|12gl`AzNm|Ml&E+`Zh2yZ^J|f3EBh z=J0Fy|GobI;jJRBMsR_icaxNzA1+N!H@irm@6Jvz+Pp5L{QTOCXNwe<>Z}ru0tx>w z5(mx}D??VDx&}6(Z}&`}k%XvS{q-@P0GcFp=;d z#v0!j5!0VA*eCdS2stX@P;g{R|=IsrFFC-qf&ZT~gnfFy+%e>%Z)Mp>Poy^#p%gGRCoBg&BWGnVns^5MFU_Gun^L~w z%)9{3brbuqG!M87vUP8^WG_RXk^j%{=LEHR&q^qn@#eDVey_Nl`%h|z3{N{qd4gP= zoKheD4__3E?|&&xaM=4Z5-uYC|D6#U9@OIW@$KSO^X0~=V)Herw@aw{1N3cLtjB9k z2%2jc^zdN1#%hZc`1VijI5&f?0#(b)#3Qn 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z!E;%qz&9z@QA8%@W2|=2IYHsLv9_X#A0K?jw=z=jW$Oev11C%(s5mH!pZh#B6rZzV zFL?!p2)fb`eiS+IdG;lMCjFj2y)W}V7=Pz66&^%g;2&A>FbjT0 zn$6OW^0kW}eH>@J$MDtfqLM z=k+Abh(G=mq7c0QkQek&qKY2qA Date: Thu, 23 Dec 2021 17:12:32 +0100 Subject: [PATCH 6/6] Create unit test based on ex2_13 --- .../testthat/test-Compute-irregular_regrid.R | 71 +++++++++++++++++++ 1 file changed, 71 insertions(+) create mode 100644 tests/testthat/test-Compute-irregular_regrid.R diff --git a/tests/testthat/test-Compute-irregular_regrid.R b/tests/testthat/test-Compute-irregular_regrid.R new file mode 100644 index 0000000..928fa49 --- /dev/null +++ b/tests/testthat/test-Compute-irregular_regrid.R @@ -0,0 +1,71 @@ +library(s2dv) + +context("Irregular regriding in the workflow") + +test_that("1. ex2_13", { + +path <- paste0('/esarchive/exp/CMIP6/dcppA-hindcast/cmcc-cm2-sr5/cmip6-dcppA-hindcast_i1p1/', + 'DCPP/CMCC/CMCC-CM2-SR5/dcppA-hindcast/$member$/Omon/$var$/gn/v20210312/', + '$var$_*_s$sdate$-$member$_gn_$aux$.nc') +suppressWarnings( +data <- Start(dataset = path, + var = 'tos', + sdate = '1960', + aux = 'all', + aux_depends = 'sdate', + j = indices(2:361), # remove two indices to avoid white strips + i = indices(2:291), # remove two indices to avoid white strips + time = indices(1), + member = 'r1i1p1f1', + return_vars = list(j = NULL, i = NULL, + latitude = NULL, longitude = NULL), + retrieve = F) +) +func_regrid <- function(data) { + lons <- attr(data, 'Variables')$common$longitude + lats <- attr(data, 'Variables')$common$latitude + data <- s2dv::CDORemap(data, lons, lats, grid = 'r360x180', + method = 'bil', crop = FALSE) + lons_reg <- data[['lons']] + lats_reg <- data[['lats']] + return(list(data = data[[1]], lats = lats_reg, lons = lons_reg)) +} + +#NOTE: The data transposes if target_dims are only 'j' and 'i'. +# If only 'j' and 'i', output_dims will be 'lat', 'lon'. +step <- Step(fun = func_regrid, + target_dims = list(data = c('j', 'i')), + output_dims = list(data = c('lon', 'lat'), + lats = 'lat', lons = 'lon'), + use_attributes = list(data = "Variables")) +suppressWarnings( +wf <- AddStep(data, step) +) +suppressWarnings( +res <- Compute(workflow = wf$data, chunks = list(sdate = 1)) +) + +expect_equal( +dim(res$data), +c(lon = 360, lat = 180, dataset = 1, var = 1, sdate = 1, aux = 1, time = 1, member = 1) +) +expect_equal( +dim(res$lons), +c(lon = 360, dataset = 1, var = 1, sdate = 1, aux = 1, time = 1, member = 1) +) +expect_equal( +attr(data, 'Dimensions'), +c(dataset = 1, var = 1, sdate = 1, aux = 1, j = 360, i = 290, time = 1, member = 1) +) +expect_equal( +mean(res$data, na.rm = T), +13.20951, +tolerance = 0.0001 +) +expect_equal( +drop(res$data)[120,105:110], +c(28.32521, 28.07044, 27.59033, 27.02514, 26.55184, 26.67090), +tolerance = 0.0001 +) + +}) -- GitLab