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interpolation. +In this use case, we only use Start() and load the data in the local memory. +The default transformation function is startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses cdo inside. + +In detail, we are going to: +(1) Learn different ways to assign longitude and latitude in Start(). +(2) Use parameter '_reorder' to specify the sorted order. +(3) Use transform-related parameters. + +## 1. Define longitude and latitude +```r + # Use this one if on workstation or nord3 + repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'exp/ecmwf/system5_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + var <- 'tas' + sdate <- c('20170101') + lon.min <- 0 + lon.max <- 359.9 + lat.min <- -90 + lat.max <- 90 + + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = 'dat', + latitude = 'dat'), + retrieve = TRUE + ) +``` + +1. Run the above script. Check the dimensions, the warning messages, and the values of +longitude and latitude. What is the range of longitude and latitude? + +2. Why 'lon.max' is 359.9 but not 360? What will happen if it is 360? + +3. Now, change + - `latitude_reorder = Sort()` to `latitude_reorder = Sort(decreasing = TRUE)` + - `longitude_reorder = CircularSort(0, 360)` to `longitude_reorder = CircularSort(-180, 180)` + - Set `lon.min <- -180` and `lon.max <- 179.9` + +Check the values of longitude and latitude again. Is it different from the original script? + + +## 2. Interpolation +Now, let us add in the transformation parameters. +```r + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + ## transformation + transform = CDORemapper, + transform_extra_cells = 2, + transform_params = list(grid = 'r360x181', + method = 'conservative', + crop = c(lon.min, lon.max, + lat.min, lat.max)), + transform_vars = c('latitude', 'longitude'), + apply_indices_after_transform = FALSE, + ## + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, + latitude = NULL), + retrieve = TRUE + ) +``` +4. Run the above script. Check the dimensions and the values of longitude and latitude. + diff --git a/inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md b/inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md new file mode 100644 index 0000000..90bac14 --- /dev/null +++ b/inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md @@ -0,0 +1,137 @@ +# Hands-on 2: Spatial grid interpolation + +## Goal +To learn how to use Start() to load the data and do the interpolation. +In this use case, we only use Start() and load the data in the local memory. +The default transformation function is startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses cdo inside. + +In detail, we are going to: +(1) Learn different ways to assign longitude and latitude in Start(). +(2) Use parameter '_reorder' to specify the sorted order. +(3) Use transform-related parameters. + +## 1. Define longitude and latitude +```r + # Use this one if on workstation or nord3 + repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'exp/ecmwf/system5_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + var <- 'tas' + sdate <- c('20170101') + lon.min <- 0 + lon.max <- 359.9 + lat.min <- -90 + lat.max <- 90 + + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = 'dat', + latitude = 'dat'), + retrieve = TRUE + ) +``` + +1. Run the above script. Check the dimensions, the warning messages, and the values of +longitude and latitude. What is the range of longitude and latitude? +```r +dim(data) + dat var sdate ensemble time latitude longitude + 1 1 1 1 7 640 1296 + +longitude <- attr(data, 'Variables')$dat1$longitude +range(longitude) +[1] 0.0000 359.7222 + +latitude <- attr(data, 'Variables')$dat1$latitude +latitude[1] +[1] -89.78488 +latitude[640] +[1] 89.78488 +``` + +2. Why 'lon.max' is 359.9 but not 360? What will happen if it is 360? +If it is 360, you only get one point of longitude. Because of `longitude_reorder = CircularSort(0, 360)`, Start() regards 0 and 360 as the same point. Therefore, we need to set a number slightly smaller than 360 but bigger than the maximum value in the original data, so we can get the whole range. + +3. Now, change + - `latitude_reorder = Sort()` to `latitude_reorder = Sort(decreasing = TRUE)` + - `longitude_reorder = CircularSort(0, 360)` to `longitude_reorder = CircularSort(-180, 180)` + - Set `lon.min <- -180` and `lon.max <- 179.9` + +Check the values of longitude and latitude again. Is it different from the original script? +```r +dim(data) + dat var sdate ensemble time latitude longitude + 1 1 1 1 7 640 1296 + +longitude <- attr(data, 'Variables')$dat1$longitude +range(longitude) +[1] -180.0000 179.7222 + +latitude <- attr(data, 'Variables')$dat1$latitude +latitude[1] +[1] 89.78488 +latitude[640] +[1] -89.78488 + +``` +The dimensions are the same. The longitude range changes to [-180, 180], and the latitude sorts from 90 to -90. + + +## 2. Interpolation +Now, let us add in the transformation parameters. + +```r + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + ## transformation + transform = CDORemapper, + transform_extra_cells = 2, + transform_params = list(grid = 'r360x181', + method = 'conservative', + crop = c(lon.min, lon.max, + lat.min, lat.max)), + transform_vars = c('latitude', 'longitude'), + ## + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, + latitude = NULL), + retrieve = TRUE + ) +``` + +4. Run the above script. Check the dimensions and the values of longitude and latitude. +```r +dim(data) + dat var sdate ensemble time latitude longitude + 1 1 1 1 7 181 360 + +longitude <- attr(data, 'Variables')$common$longitude +range(longitude) +[1] 0 359 + +latitude <- attr(data, 'Variables')$common$latitude +range(latitude) +[1] -90 90 +``` + diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md new file mode 100644 index 0000000..2ce16ff --- /dev/null +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md @@ -0,0 +1,116 @@ +# Hands-on 3: Load data by startR + +## Goal +Use startR to load the data used in CSTools [RainFARM vignette](https://earth.bsc.es/gitlab/external/cstools/-/blob/master/vignettes/RainFARM_vignette.Rmd). Learn how to adjust data while loading data. + +## 0. Load required packages + +```r +library(startR) +library(CSTools) +``` + +## 1. Load data from data repository (esarchive/) + +**Data description**: +This sample data set contains a small cutout of gridded seasonal precipitation +forecast data from the Copernicus Climate Change ECMWF-System 5 forecast system. +Specifically, for the 'prlr' (precipitation) variable, for the first 6 forecast +ensemble members, daily values, for all 31 days in March following the forecast +starting dates in November of years 2010 to 2012, for a small 4x4 pixel cutout in +a region in the North-Western Italian Alps (44N-47N, 6E-9E). The data resolution is 1 degree. + +Use the above information to define the variable, start dates, longitude and latitude. + +```r + repos <- "/esarchive/exp/ecmwf/system5c3s/daily_mean/$var$_s0-24h/$var$_$sdate$.nc" + var <- ______ + sdate <- paste0(______, '1101') + lon.min <- ______ + lon.max <- ______ + lat.min <- ______ + lat.max <- ______ +``` + +Calculate the forecast time step. Desired days: the whole March (leap year ignored) + +```r + library(lubridate) + ## Check which year is leap year + leap_year(2011:2013) + ## Find the first time step we want + ftime_s <- as.integer(ymd("2011-03-01", tz = "UTC") - ymd("2010-11-01", tz = "UTC")) + 1 + ftime <- ftime_s:(ftime_s + 30) + print(ftime) +``` + +Use Start() to load the data. + +```r + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(______), + time = ftime, + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, latitude = NULL), + retrieve = TRUE) +``` + + +## 2. Compare with CSTools lonlat_prec + +Load CSTools data `lonlat_prec`. + +```r + stored_data <- CSTools::lonlat_prec +``` + +### Dimensions + +```r + dim(data) + dim(stored_data$data) +``` + +### Dates + +```r + data_time_attr <- attr(data, 'Variables')$common$time + dim(data_time_attr) + dim(stored_data$Dates$start) + str(stored_data$Dates$start) +``` + +### Latitude and Longitude + +```r + data_lat_attr <- attr(data, 'Variables')$common$latitude + as.vector(data_lat_attr) + as.vector(stored_data$lat) + + data_lon_attr <- attr(data, 'Variables')$common$longitude + as.vector(data_lon_attr) + as.vector(stored_data$lon) +``` + +## 3. Adjust Start() call to get more consistent result with lonlat_prec + +You should already see that the output of Start() `data` does have the same values +as `lonlat_prec`, but there are some differences. For example, the "member" and "time" +dimensions have different names; latitude vector order is different. + +1. We can use parameter `synonims` to change the dimension name freely. +In Start(), change `ensemble` to `member` and `time` to `ftime`, and define their synonims. + +2. Sort() in startR is a wrapper function of base function sort(). You can find it in Start() +call above, `latitude_reorder = Sort()`. Type `?sort` in R console to find how to change +latitude to descending order. + + diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md new file mode 100644 index 0000000..a32c9bc --- /dev/null +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md @@ -0,0 +1,137 @@ +# Hands-on 3: Load data by startR + +## Goal +Use startR to load the data used in CSTools [RainFARM vignette](https://earth.bsc.es/gitlab/external/cstools/-/blob/master/vignettes/RainFARM_vignette.Rmd). Learn how to adjust data while loading data. + +## 0. Load required packages + +```r +library(startR) +library(CSTools) +``` + +## 1. Load data from data repository (esarchive/) + +**Data description**: +This sample data set contains a small cutout of gridded seasonal precipitation +forecast data from the Copernicus Climate Change ECMWF-System 5 forecast system. +Specifically, for the 'prlr' (precipitation) variable, for the first 6 forecast +ensemble members, daily values, for all 31 days in March following the forecast +starting dates in November of years 2010 to 2012, for a small 4x4 pixel cutout in +a region in the North-Western Italian Alps (44N-47N, 6E-9E). The data resolution is 1 degree. + +Use the above information to define the variable, start dates, longitude and latitude. + +```r + repos <- "/esarchive/exp/ecmwf/system5c3s/daily_mean/$var$_s0-24h/$var$_$sdate$.nc" + var <- 'prlr' + sdate <- paste0(2010:2012, '1101') + lon.min <- 6 + lon.max <- 9 + lat.min <- 44 + lat.max <- 47 +``` + +Calculate the forecast time step. Desired days: the whole March (leap year ignored) + +```r + library(lubridate) + ## Check which year is leap year + leap_year(2011:2013) + ## Find the first time step we want + ftime_s <- as.integer(ymd("2011-03-01", tz = "UTC") - ymd("2010-11-01", tz = "UTC")) + 1 + ftime <- ftime_s:(ftime_s + 30) + print(ftime) +``` + +Use Start() to load the data. + +```r + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1:6), + time = ftime, + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, latitude = NULL), + retrieve = TRUE) +``` + + +## 2. Compare with CSTools lonlat_prec + +Load CSTools data `lonlat_prec`. + +```r + stored_data <- CSTools::lonlat_prec +``` + +### Dimensions + +```r + dim(data) + dim(stored_data$data) +``` + +### Dates + +```r + data_time_attr <- attr(data, 'Variables')$common$time + dim(data_time_attr) + dim(stored_data$Dates$start) + str(stored_data$Dates$start) +``` + +### Latitude and Longitude + +```r + data_lat_attr <- attr(data, 'Variables')$common$latitude + as.vector(data_lat_attr) + as.vector(stored_data$lat) + + data_lon_attr <- attr(data, 'Variables')$common$longitude + as.vector(data_lon_attr) + as.vector(stored_data$lon) +``` + +## 3. Adjust Start() call to get more consistent result with lonlat_prec + +You should already see that the output of Start() `data` does have the same values +as `lonlat_prec`, but there are some differences. For example, the "member" and "time" +dimensions have different names; latitude vector order is different. + +1. We can use parameter `synonims` to change the dimension name freely. +In Start(), change `ensemble` to `member` and `time` to `ftime`, and define their synonims. + +2. Sort() in startR is a wrapper function of base function sort(). You can find it in Start() +call above, `latitude_reorder = Sort()`. Type `?sort` in R console to find how to change +latitude to descending order. + +```r + data <- Start(dat = repos, + var = var, + sdate = sdate, + member = indices(1:6), + ftime = ftime, + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(decreasing = TRUE), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude'), + member = c('member', 'ensemble'), + ftime = c('ftime', 'time')), + return_vars = list(ftime = 'sdate', + longitude = NULL, latitude = NULL), + retrieve = TRUE) + + dim(data) + data_lat_attr <- attr(data, 'Variables')$common$latitude + as.vector(data_lat_attr) +``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md new file mode 100644 index 0000000..4e4e0ca --- /dev/null +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -0,0 +1,160 @@ +# Hands-on 4: Skill score workflow + +## Goal +Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, +defining the operation, building the workflow, and executing the operation. + +In this use case, the ensemble-adjusted Continuous Ranked Probability Score (CRPS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. +To make the process faster, the required data size is small here so we can run the execution on workstation. + +## 1. Define data +The first step of the analysis is use Start() to identify the data needed. + +Hints: +(1) The data paths use two '$' as the wildcard, and it can be given any names you like. +(2) The variable we want to use is 'tas'. +(3) The required time (sdate) period is November 1981 to 2016. +(4) Read global data (i.e., full spatial grids.) +(5) Take only the first time step. +(6) To make the data smaller, we only take the first two ensemble members from the experimental data. +(7) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. + +```r +library(startR) + +# exp data + # Use this one if on workstation or nord3 + repos_exp <- paste0('/esarchive/exp/ecmwf/system4_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos_exp <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'exp/ecmwf/system4_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + + sdates_exp <- sapply(1981:2016, function(x) paste0(x, '1101')) + + exp <- Start(dat = repos_exp, + var = ______, + sdate = sdates_exp, + time = ______, + ensemble = ______, + latitude = ______, + longitude = ______, + synonims = list(longitude = c('lon', 'longitude'), + latitude = c('lat', 'latitude')), + return_vars = list(latitude = NULL, longitude = NULL, time = NULL), + retrieve = ______) + +# obs data + repos_obs <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'recon/ecmwf/erainterim/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + sdates_obs <- sapply(1981:2016, function(x) paste0(x, '11')) + + obs <- Start(dat = repos_obs, + var = ______, + sdate = sdates_obs, + time = ______, + latitude = ______, + longitude = ______, + synonims = list(longitude = c('lon', 'longitude'), + latitude = c('lat', 'latitude')), + return_vars = list(latitude = NULL, longitude = NULL, time = NULL), + retrieve = ______) +``` + +Question: + +1. What are the dimensions of these two data? + +2. What is the size of these two data? + + +## 2. Define operation and workflow +It is recommended to define the function and write Step() together, because the latter one helps you clarify the input and output dimensions of the function. + +In the self-defined function, we want to use the two functions, 'SpecsVerification::EnsCrps' and 's2dv:::.RMSSS', to calculate the skill score. +You can check the first function by typing `?SpecsVerification::EnsCrps`, and the second function on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/RMSSS.R). + +Hint: +(1) The self-defined function is for exp and obs data. Therefore, target_dims and output_dims in Step() should be a list with two vector elements. +(2) Check the functions 'EnsCrps' and '.RMSSS'. What are the minimum required dimensions of inputs of each function? These dimensions should be the 'target_dims' in Step(). +(3) To return the two skill scores ('crps' and 'rmsss') together, put them in a list with two elements. +(4) What are the dimensions of outputs? These dimensions should be the 'output_dims' in Step(). +(5) The first input of AddStep() should also be a list containing exp and obs. + +```r + # self-defined function + func <- function(exp, obs) { + # CRPS + crps <- mean(SpecsVerification::EnsCrps(exp, obs, R.new = Inf), na.rm = TRUE) + + # RMSSS + # obs only has [sdate] now. Add one more dim for it. + obs <- s2dv::InsertDim(obs, posdim = 2, lendim = 1, name = 'ensemble') + rmsss <- mean(s2dv:::.RMSSS(exp, obs, time_dim = 'sdate', dat_dim = 'ensemble', pval = FALSE)$rmsss) + + return(______) + } + step <- Step(func, target_dims = ______, + output_dims = ______) + wf <- AddStep(______, step) +``` + +Question: +1. Which dimensions are used in operation? Which dimensions are free? + +2. Can we use more dimensions as target_dims? What are the disadvantages? + + +## 3. Execute locally +To avoid potential technical problems in the connection and configuration, +we choose to run the execution locally. +Noted that it is recommended to submit jobs to HPCs if the data size is big or +the operation is heavy. + +Hint: +(1) Use the free dimensions (i.e., those are not 'target_dims' in Step()) to chunk. +(2) It is safe to divide the data into pieces of which the size each is 1/2-1/3 of RAM. In this case, the data size is only around 100Mb, so you can play with it without +worrying about crashing the workstation. +(3) You will see some error messages like "Error in R_nc4_open: No such file or directory", +which are ignorable. + +```r + res <- Compute(wf$crps, + chunks = list(______)) +``` + +## 4. Check the results + +1. Check the list structure using function `str()`. What are the items in the list? + +2. What do the dimensions of each item look like? + +3. Plot the map +Use `s2dv::PlotEquiMap` or other visualization tools to plot the map. +```r + # Get latitude and longitude from the attributes + lat <- as.vector(attr(exp, 'Variables')$common$latitude) + lon <- as.vector(attr(exp, 'Variables')$common$longitude) + + # Set the color bar + brks_crps <- seq(min(res$crps, na.rm = TRUE), max(res$crps, na.rm = TRUE), length.out = 11) + brks_rmsss <- seq(min(res$rmsss, na.rm = TRUE), max(res$rmsss, na.rm = TRUE), length.out = 11) + + library(s2dv) + # Plot crps + PlotEquiMap(______, lon, lat, + color_fun = clim.palette('yellowred'), brks = brks_crps, + filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), + toptitle = 'ECMWF monthly mean tas CRPS 2012-2016', title_scale = 0.6, + fileout = '~/handson_1_fig_crps.png') + + # Plot rmsss + PlotEquiMap(______, lon, lat, + color_fun = clim.palette('yellowred'), brks = brks_rmsss, + filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), + toptitle = 'ECMWF monthly mean tas RMSSS 2012-2016', title_scale = 0.6, + fileout = '~/handson_1_fig_rmsss.png') + +``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md new file mode 100644 index 0000000..9427d4b --- /dev/null +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -0,0 +1,209 @@ +# Hands-on 1: Seasonal forecast verification + +## Goal +Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, +defining the operation, building the workflow, and executing the operation. + +In this use case, the continuous ranked probability score (CRPS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. +To make the process faster, the required data size is small here so we can run the execution on workstation. + +## 1. Define data +The first step of the analysis is use Start() to identify the data needed. + +Hints: +(1) The data paths use two '$' as the wildcard, and it can be given any names you like. +(2) The variable we want to use is 'tas'. +(3) The required time (sdate) period is November 1991 to 2011. +(4) Read global data (i.e., full spatial grids.) +(5) Take only the first time step. +(6) To make the data smaller, we only take the first two ensemble members from the experimental data. +(7) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. + +```r +library(startR) + +# exp data + # Use this one if on workstation or nord3 (have access to /esarchive) + repos_exp <- paste0('/esarchive/exp/ecmwf/system5c3s/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos_exp <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'exp/ecmwf/system4_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + + sdates_exp <- sapply(1991:2011, function(x) paste0(x, '1101')) + + exp <- Start(dat = repos_exp, + var = 'tas', + sdate = sdates_exp, + time = indices(1), + ensemble = 'all', + latitude = 'all', + longitude = 'all', + synonims = list(longitude = c('lon', 'longitude'), + latitude = c('lat', 'latitude')), + return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), + retrieve = FALSE) + +# obs data + # Use this one if on workstation or nord3 (have access to /esarchive) + repos_obs <- paste0('/esarchive/recon/ecmwf/era5/monthly_mean/$var$_f1h-r360x180/', + '$var$_$sdate$.nc') + # Use this one if on Marenostrum4 and log in with PATC2022 account + repos_obs <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'recon/ecmwf/erainterim/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + + sdates_obs <- sapply(1991:2011, function(x) paste0(x, '11')) + + obs <- Start(dat = repos_obs, + var = 'tas', + sdate = sdates_obs, + time = indices(1), + latitude = 'all', + longitude = 'all', + synonims = list(longitude = c('lon', 'longitude'), + latitude = c('lat', 'latitude')), + return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), + retrieve = FALSE) +``` + +Question: + +1. What are the dimensions of these two data? +```r +attr(exp, 'Dimensions') + dat var sdate time ensemble latitude longitude + 1 1 21 1 25 181 360 + +attr(obs, 'Dimensions') + dat var sdate time latitude longitude + 1 1 21 1 181 360 +``` + +2. What is the size of these two data? +exp: 261Mb; obs: 10.4Mb as shown on screen from Start() call. + + +## 2. Define operation and workflow +It is recommended to define the function and write Step() together, because the latter one helps you clarify the input and output dimensions of the function. + +In the self-defined function, we want to use the two functions, 's2dv::CRPSS' and 's2dv::RMSSS', to calculate the skill scores. +You can check the functions by typing `?s2dv::CRPSS` and `?s2dv::RMSSS`, or on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/). + +Hint: +(1) The self-defined function is for exp and obs data. Therefore, target_dims and output_dims in Step() should be a list with two vector elements. +(2) The essential dimensions are "ensemble" and "sdate" for `exp`, and "sdate" for `obs`. These dimensions should be the 'target_dims' in Step(). +(3) To return the two skill scores ('crpss' and 'rmsss') together, put them in a list with two elements. +(4) What are the dimensions of the outputs? These dimensions should be 'output_dims' in Step(). +(5) The first input of AddStep() should also be a list containing exp and obs. + +```r + # self-defined function + skill_func <- function(exp, obs) { + # exp: [ensemble, sdate] + # obs: [sdate] + + # Calculate CRPSS + crpss <- s2dv::CRPSS(exp, obs, memb_dim = 'ensemble') + + # Calculate RMSSS + ## ensemble mean + exp_ens <- s2dv::MeanDims(exp, 'ensemble', na.rm = T) + rmsss <- s2dv::RMSSS(exp_ens, obs, time_dim = 'sdate', dat_dim = NULL) + + return(list(crpss = crpss$crpss, crpss_sign = crpss$sign, rmsss = rmsss$rmsss, rmsss_pval = rmsss$p.val)) + } + step <- Step(skill_func, target_dims = list(exp = c('ensemble', 'sdate'), obs = c('sdate')), + output_dims = list(crpss = NULL, crpss_sign = NULL, rmsss = NULL, rmsss_pval = NULL)) + wf <- AddStep(list(exp, obs), step) +``` + +Question: +1. Which dimensions are used in operation? Which dimensions are free? +'ensemble' and 'sdate' are used in operation. The other dimensions (dat, var, time, latitude, and longitude) +are not necessary for the functions. These free dimensions will be subsetted by multiApply during the execution. + +2. Can we use more dimensions as target_dims? What are the disadvantages? +It still works if putting more dimensions as target_dims, but we will lose the choices for chunking in the next step. Also, the lighter the function is, the quicker the operation runs. + + + +## 3. Execute locally +To avoid potential technical problems in the connection and configuration, +we choose to run the execution locally. +Noted that it is recommended to submit jobs to HPCs if the data size is big or +the operation is heavy. + +Hint: +(1) Use the free dimensions (i.e., those are not 'target_dims' in Step()) to chunk. +(2) It is safe to divide the data into pieces of which the size each is 1/2-1/3 of RAM. In this case, +the data size is only around 270Mb, so you can play with it without worrying about crashing the terminal. + +```r + res <- Compute(wf$crpss, + chunks = list(latitude = 2, longitude = 2)) +``` + +## 4. Check the results + +1. Check the list structure using function `str()`. What are the items in the list? +```r +str(res) +List of 4 + $ crpss : num [1, 1, 1, 1:181, 1:360] -13.6 -12.2 -10.6 -10.2 -10.7 ... + $ crpss_sign: logi [1, 1, 1, 1:181, 1:360] TRUE TRUE TRUE TRUE TRUE TRUE ... + $ rmsss : num [1, 1, 1, 1:181, 1:360] 0.943 0.943 0.944 0.943 0.941 ... + $ rmsss_pval: num [1, 1, 1, 1:181, 1:360] 0 0 0 0 0 0 0 0 0 0 ... + .. +``` + +2. What are the dimensions of each item? +```r +dim(res$crpss) + dat var time latitude longitude + 1 1 1 181 360 +dim(res$crpss_sign) + dat var time latitude longitude + 1 1 1 181 360 +dim(res$rmsss) + dat var time latitude longitude + 1 1 1 181 360 +dim(res$rmsss_pval) + dat var time latitude longitude + 1 1 1 181 360 +``` + +3. Plot the maps + +Use `s2dv::PlotEquiMap` or other visualization tools to plot the map. +```r + # Get latitude and longitude from the attributes + lat <- as.vector(attr(exp, 'Variables')$common$latitude) + lon <- as.vector(attr(exp, 'Variables')$common$longitude) + + # Set the color bar + brks_crps <- seq(0, max(res$crps, na.rm = TRUE), length.out = 21) + brks_rmsss <- seq(min(res$rmsss, na.rm = TRUE), max(res$rmsss, na.rm = TRUE), length.out = 21) + + library(s2dv) + # Plot crps + PlotEquiMap(res$crps[1, 1, 1, , ], lon, lat, + cols = heat.colors(length(brks_crps) - 1)[(length(brks_crps) - 1):1], + brks = brks_crps, + filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), + toptitle = 'ECMWF monthly mean tas CRPS 2012-2016', title_scale = 0.6, + fileout = '~/handson_1_fig_crps.png') + + # Plot rmsss + PlotEquiMap(res$rmsss[1, 1, 1, , ], lon, lat, + color_fun = clim.palette('yellowred'), brks = brks_rmsss, + filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), + toptitle = 'ECMWF monthly mean tas RMSSS 2012-2016', title_scale = 0.6, + fileout = '~/handson_1_fig_rmsss.png') +``` + +![CRPS map](./Figures/handson_1_fig_crps.png) + +![RMSSS map](./Figures/handson_1_fig_rmsss.png) + diff --git a/inst/doc/tutorial/PATC2022/nord3_demo.R b/inst/doc/tutorial/PATC2022/nord3_demo.R new file mode 100644 index 0000000..ddd39b1 --- /dev/null +++ b/inst/doc/tutorial/PATC2022/nord3_demo.R @@ -0,0 +1,75 @@ +library(startR) + + repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" + var <- 'tas' + sdate <- c('20170101', '20170201') + lon.min <- 0 + lon.max <- 359.9 + lat.min <- -90 + lat.max <- 90 + + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = 'all', + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, latitude = NULL), + retrieve = FALSE + ) + + func <- function(x, conf, pval) { + # x: [ensemble, time] + # ensemble mean + ens_mean <- apply(x, 2, mean) + # temporal trend +# trend <- s2dv:::.Trend(ens_mean, conf = conf, pval = pval)$trend + trend <- s2dv::Trend(ens_mean, conf = conf, pval = pval)$trend + + return(trend) + } + step <- Step(func, target_dims = c('ensemble', 'time'), + output_dims = list(trend = 'stats'), + use_libraries = c('s2dv')) + wf <- AddStep(data, step, conf = FALSE, pval = FALSE) + +#-------------------user-defined--------------------- + queue_host <- 'nord4' # short name in .ssh/config + temp_dir <- '/gpfs/scratch/bsc32/bsc32734/startR_hpc/' + ecflow_suite_dir <- '/home/Earth/aho/startR_local/' +#---------------------------------------------------- + + # Nord3-v2 + res <- Compute(wf, + chunks = list(latitude = 2, + longitude = 2),#$output1 + threads_load = 2, + threads_compute = 4, + cluster = list( + queue_host = 'nord4', + queue_type = 'slurm', + temp_dir = temp_dir, + cores_per_job = 2, + job_wallclock = '01:00:00', + max_jobs = 4, + extra_queue_params = list('#SBATCH --constraint=medmem'), + bidirectional = FALSE, + polling_period = 10 + ), + ecflow_suite_dir = ecflow_suite_dir, + wait = TRUE + ) + +# Save the result if needed +saveRDS(res, file = '~/nord3_demo_result.Rds') + +# Check the result +str(res) +dim(res$trend) + -- GitLab From 6ace9c0cc06febfeb025fa565a8a445efa15294d Mon Sep 17 00:00:00 2001 From: aho Date: Wed, 26 Oct 2022 15:01:36 +0200 Subject: [PATCH 2/9] Update handson --- .../PATC2022/Figures/handson_1_fig_crps.png | Bin 119853 -> 0 bytes .../PATC2022/Figures/handson_1_fig_rmsss.png | Bin 110949 -> 0 bytes .../PATC2022/Figures/handson_4_fig_rmsss.png | Bin 0 -> 89762 bytes .../PATC2022/Figures/handson_4_fig_rpss.png | Bin 0 -> 427082 bytes .../PATC2022/Figures/handson_5_fig1.png | Bin 0 -> 123305 bytes .../PATC2022/Figures/handson_5_fig2.png | Bin 0 -> 115914 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startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses cdo inside. - -In detail, we are going to: -(1) Learn different ways to assign longitude and latitude in Start(). -(2) Use parameter '_reorder' to specify the sorted order. -(3) Use transform-related parameters. - -## 1. Define longitude and latitude -```r - # Use this one if on workstation or nord3 - repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" - # Use this one if on Marenostrum4 and log in with PATC2021 account - repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', - 'exp/ecmwf/system5_m1/monthly_mean/', - '$var$_f6h/$var$_$sdate$.nc') - var <- 'tas' - sdate <- c('20170101') - lon.min <- 0 - lon.max <- 359.9 - lat.min <- -90 - lat.max <- 90 - - data <- Start(dat = repos, - var = var, - sdate = sdate, - ensemble = indices(1), - time = 'all', - latitude = values(list(lat.min, lat.max)), - latitude_reorder = Sort(), - longitude = values(list(lon.min, lon.max)), - longitude_reorder = CircularSort(0, 360), - synonims = list(latitude = c('lat', 'latitude'), - longitude = c('lon', 'longitude')), - return_vars = list(time = 'sdate', - longitude = 'dat', - latitude = 'dat'), - retrieve = TRUE - ) -``` - -1. Run the above script. Check the dimensions, the warning messages, and the values of -longitude and latitude. What is the range of longitude and latitude? - -2. Why 'lon.max' is 359.9 but not 360? What will happen if it is 360? - -3. Now, change - - `latitude_reorder = Sort()` to `latitude_reorder = Sort(decreasing = TRUE)` - - `longitude_reorder = CircularSort(0, 360)` to `longitude_reorder = CircularSort(-180, 180)` - - Set `lon.min <- -180` and `lon.max <- 179.9` - -Check the values of longitude and latitude again. Is it different from the original script? - - -## 2. Interpolation -Now, let us add in the transformation parameters. -```r - data <- Start(dat = repos, - var = var, - sdate = sdate, - ensemble = indices(1), - time = 'all', - latitude = values(list(lat.min, lat.max)), - latitude_reorder = Sort(), - longitude = values(list(lon.min, lon.max)), - longitude_reorder = CircularSort(0, 360), - ## transformation - transform = CDORemapper, - transform_extra_cells = 2, - transform_params = list(grid = 'r360x181', - method = 'conservative', - crop = c(lon.min, lon.max, - lat.min, lat.max)), - transform_vars = c('latitude', 'longitude'), - apply_indices_after_transform = FALSE, - ## - synonims = list(latitude = c('lat', 'latitude'), - longitude = c('lon', 'longitude')), - return_vars = list(time = 'sdate', - longitude = NULL, - latitude = NULL), - retrieve = TRUE - ) -``` -4. Run the above script. Check the dimensions and the values of longitude and latitude. - diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md index 4e4e0ca..9d7af6b 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -1,66 +1,79 @@ -# Hands-on 4: Skill score workflow +# Hands-on 1: Seasonal forecast verification ## Goal Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, -defining the operation, building the workflow, and executing the operation. +defining the operation, building the workflow, and executing the operation. -In this use case, the ensemble-adjusted Continuous Ranked Probability Score (CRPS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. +In this use case, the ranked probability skill score (RPSS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. To make the process faster, the required data size is small here so we can run the execution on workstation. +## 0. Load required packages + +```r +library(startR) +library(s2dv) +``` + ## 1. Define data The first step of the analysis is use Start() to identify the data needed. Hints: (1) The data paths use two '$' as the wildcard, and it can be given any names you like. (2) The variable we want to use is 'tas'. -(3) The required time (sdate) period is November 1981 to 2016. +(3) The required time (sdate) period is November 1991 to 2011. (4) Read global data (i.e., full spatial grids.) -(5) Take only the first time step. -(6) To make the data smaller, we only take the first two ensemble members from the experimental data. -(7) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. +(5) Take all the ensemble members. +(6) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. ```r -library(startR) - # exp data - # Use this one if on workstation or nord3 - repos_exp <- paste0('/esarchive/exp/ecmwf/system4_m1/monthly_mean/', + # Use this one if on workstation or nord3 (have access to /esarchive) + repos_exp <- paste0('/esarchive/exp/ecmwf/system5c3s/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') # Use this one if on Marenostrum4 and log in with PATC2021 account repos_exp <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', 'exp/ecmwf/system4_m1/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') - sdates_exp <- sapply(1981:2016, function(x) paste0(x, '1101')) + sdates_exp <- sapply(1991:2011, function(x) paste0(x, '1101')) exp <- Start(dat = repos_exp, var = ______, sdate = sdates_exp, - time = ______, + time = indices(1), ensemble = ______, latitude = ______, + latitude_reorder = Sort(), longitude = ______, + longitude_reorder = CircularSort(0, 360), synonims = list(longitude = c('lon', 'longitude'), latitude = c('lat', 'latitude')), - return_vars = list(latitude = NULL, longitude = NULL, time = NULL), - retrieve = ______) + return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), + retrieve = FALSE) # obs data + # Use this one if on workstation or nord3 (have access to /esarchive) + repos_obs <- paste0('/esarchive/recon/ecmwf/era5/monthly_mean/$var$_f1h-r360x180/', + '$var$_$sdate$.nc') + # Use this one if on Marenostrum4 and log in with PATC2022 account repos_obs <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', 'recon/ecmwf/erainterim/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') - sdates_obs <- sapply(1981:2016, function(x) paste0(x, '11')) + + sdates_obs <- sapply(1991:2011, function(x) paste0(x, '11')) obs <- Start(dat = repos_obs, var = ______, sdate = sdates_obs, - time = ______, + time = indices(1), latitude = ______, + latitude_reorder = Sort(), longitude = ______, + longitude_reorder = CircularSort(0, 360), synonims = list(longitude = c('lon', 'longitude'), latitude = c('lat', 'latitude')), - return_vars = list(latitude = NULL, longitude = NULL, time = NULL), - retrieve = ______) + return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), + retrieve = FALSE) ``` Question: @@ -69,36 +82,42 @@ Question: 2. What is the size of these two data? +3. Check the latitude, longitude, and time values of the two data. Are they consistent? + ## 2. Define operation and workflow It is recommended to define the function and write Step() together, because the latter one helps you clarify the input and output dimensions of the function. -In the self-defined function, we want to use the two functions, 'SpecsVerification::EnsCrps' and 's2dv:::.RMSSS', to calculate the skill score. -You can check the first function by typing `?SpecsVerification::EnsCrps`, and the second function on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/RMSSS.R). +In the self-defined function, we want to use the two functions, 's2dv::RPSS' and 's2dv::RMSSS', to calculate the skill scores. +You can check the functions by typing `?s2dv::RPSS` and `?s2dv::RMSSS`, or on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/). -Hint: -(1) The self-defined function is for exp and obs data. Therefore, target_dims and output_dims in Step() should be a list with two vector elements. -(2) Check the functions 'EnsCrps' and '.RMSSS'. What are the minimum required dimensions of inputs of each function? These dimensions should be the 'target_dims' in Step(). -(3) To return the two skill scores ('crps' and 'rmsss') together, put them in a list with two elements. -(4) What are the dimensions of outputs? These dimensions should be the 'output_dims' in Step(). -(5) The first input of AddStep() should also be a list containing exp and obs. +Hint: +(1) The self-defined function is for exp and obs data. Therefore, target_dims and output_dims in Step() should be a list with two vector elements. +(2) The essential dimensions are "ensemble" and "sdate" for `exp`, and "sdate" for `obs`. These dimensions should be the 'target_dims' in Step(). +(3) To return the two skill scores as well as the significance test results, put them in a list of 4 elements. +(4) What are the dimensions of the outputs? These dimensions should be 'output_dims' in Step(). +(5) The first input of AddStep() should also be a list containing exp and obs. ```r # self-defined function - func <- function(exp, obs) { - # CRPS - crps <- mean(SpecsVerification::EnsCrps(exp, obs, R.new = Inf), na.rm = TRUE) + skill_func <- function(exp, obs) { + # exp: [ensemble, sdate] + # obs: [sdate] + + # Calculate RPSS + rpss <- s2dv::RPSS(exp, obs, memb_dim = ______) - # RMSSS - # obs only has [sdate] now. Add one more dim for it. - obs <- s2dv::InsertDim(obs, posdim = 2, lendim = 1, name = 'ensemble') - rmsss <- mean(s2dv:::.RMSSS(exp, obs, time_dim = 'sdate', dat_dim = 'ensemble', pval = FALSE)$rmsss) + # Calculate RMSSS + ## ensemble mean + exp_ens <- s2dv::MeanDims(exp, ______, na.rm = T) + rmsss <- s2dv::RMSSS(exp_ens, obs, time_dim = ______, dat_dim = NULL) - return(______) + return(list(rpss = rpss$rpss, rpss_sign = rpss$sign, + rmsss = rmsss$rmsss, rmsss_pval = rmsss$p.val)) } - step <- Step(func, target_dims = ______, - output_dims = ______) - wf <- AddStep(______, step) + step <- Step(skill_func, target_dims = list(exp = ______, obs = ______), + output_dims = list(rpss = NULL, rpss_sign = NULL, rmsss = NULL, rmsss_pval = NULL)) + wf <- AddStep(list(exp, obs), step) ``` Question: @@ -115,46 +134,55 @@ the operation is heavy. Hint: (1) Use the free dimensions (i.e., those are not 'target_dims' in Step()) to chunk. -(2) It is safe to divide the data into pieces of which the size each is 1/2-1/3 of RAM. In this case, the data size is only around 100Mb, so you can play with it without -worrying about crashing the workstation. -(3) You will see some error messages like "Error in R_nc4_open: No such file or directory", -which are ignorable. +(2) It is safe to divide the data into pieces of which the size each is 1/2-1/3 of RAM. In this case, +the data size is only around 270Mb, so you can play with it without worrying about crashing the terminal. ```r - res <- Compute(wf$crps, - chunks = list(______)) + res <- Compute(wf$rpss, + chunks = list(______), + threads_load = 2, + threads_compute = 4) ``` ## 4. Check the results -1. Check the list structure using function `str()`. What are the items in the list? +1. What is the Compute summary printed on the screen? Do you see the total time, time for load, time for compute? + + +**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? + +2. Check the list structure using function `str()`. What are the items in the list? -2. What do the dimensions of each item look like? +3. What are the dimensions of each item? + +4. Plot the maps + +Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the usage of PlotEquiMap() on s2dv GitLab or type `?s2dv::PlotEquiMap`. -3. Plot the map -Use `s2dv::PlotEquiMap` or other visualization tools to plot the map. ```r # Get latitude and longitude from the attributes lat <- as.vector(attr(exp, 'Variables')$common$latitude) lon <- as.vector(attr(exp, 'Variables')$common$longitude) - # Set the color bar - brks_crps <- seq(min(res$crps, na.rm = TRUE), max(res$crps, na.rm = TRUE), length.out = 11) - brks_rmsss <- seq(min(res$rmsss, na.rm = TRUE), max(res$rmsss, na.rm = TRUE), length.out = 11) - - library(s2dv) - # Plot crps - PlotEquiMap(______, lon, lat, - color_fun = clim.palette('yellowred'), brks = brks_crps, + # Set the color bars + print(range(res$rpss, na.rm = TRUE)) + brks_rpss <- seq(-1, 0.9, by = 0.1) + print(range(res$rmsss, na.rm = TRUE)) + brks_rmsss <- seq(0.95, 0.99, by = 0.01) + + # Plot RPSS + PlotEquiMap(______, lon = lon, lat = lat, + dots = ______, dot_size = 1.5, dot_symbol = 3, + brks = brks_rpss, filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), - toptitle = 'ECMWF monthly mean tas CRPS 2012-2016', title_scale = 0.6, - fileout = '~/handson_1_fig_crps.png') + toptitle = 'ECMWF system5 monthly mean tas RPSS 1991-2011', title_scale = 0.6, + fileout = '~/handson_4_fig_rpss.png') - # Plot rmsss - PlotEquiMap(______, lon, lat, - color_fun = clim.palette('yellowred'), brks = brks_rmsss, + # Plot RMSSS + PlotEquiMap(______, lon = lon, lat = lat, + color_fun = clim.palette('yellowred'), + brks = brks_rmsss, filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), - toptitle = 'ECMWF monthly mean tas RMSSS 2012-2016', title_scale = 0.6, - fileout = '~/handson_1_fig_rmsss.png') - + toptitle = 'ECMWF system5 monthly mean tas RMSSS 1991-2011', title_scale = 0.6, + fileout = '~/handson_4_fig_rmsss.png') ``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index 9427d4b..c95fc24 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -4,9 +4,16 @@ Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, defining the operation, building the workflow, and executing the operation. -In this use case, the continuous ranked probability score (CRPS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. +In this use case, the ranked probability skill score (RPSS) and the root mean square error skill score (RMSSS) are computed to verify the forecast. To make the process faster, the required data size is small here so we can run the execution on workstation. +## 0. Load required packages + +```r +library(startR) +library(s2dv) +``` + ## 1. Define data The first step of the analysis is use Start() to identify the data needed. @@ -14,14 +21,11 @@ Hints: (1) The data paths use two '$' as the wildcard, and it can be given any names you like. (2) The variable we want to use is 'tas'. (3) The required time (sdate) period is November 1991 to 2011. -(4) Read global data (i.e., full spatial grids.) -(5) Take only the first time step. -(6) To make the data smaller, we only take the first two ensemble members from the experimental data. -(7) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. +(4) Read global data (i.e., full spatial grids.) +(5) Take all the ensemble members. +(6) Because we are going to use the whole startR workflow, we only need to create a pointer to the data repository rather than retrieve it to the workstation. ```r -library(startR) - # exp data # Use this one if on workstation or nord3 (have access to /esarchive) repos_exp <- paste0('/esarchive/exp/ecmwf/system5c3s/monthly_mean/', @@ -39,7 +43,9 @@ library(startR) time = indices(1), ensemble = 'all', latitude = 'all', + latitude_reorder = Sort(), longitude = 'all', + longitude_reorder = CircularSort(0, 360), synonims = list(longitude = c('lon', 'longitude'), latitude = c('lat', 'latitude')), return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), @@ -61,7 +67,9 @@ library(startR) sdate = sdates_obs, time = indices(1), latitude = 'all', + latitude_reorder = Sort(), longitude = 'all', + longitude_reorder = CircularSort(0, 360), synonims = list(longitude = c('lon', 'longitude'), latitude = c('lat', 'latitude')), return_vars = list(latitude = NULL, longitude = NULL, time = 'sdate'), @@ -82,19 +90,33 @@ attr(obs, 'Dimensions') ``` 2. What is the size of these two data? + exp: 261Mb; obs: 10.4Mb as shown on screen from Start() call. +3. Check the latitude, longitude, and time values of the two data. Are they consistent? + +```r +# latitude +as.vector(attr(exp, 'Variables')$common$lat) +as.vector(attr(obs, 'Variables')$common$lat) +# longitude +as.vector(attr(exp, 'Variables')$common$lon) +as.vector(attr(obs, 'Variables')$common$lon) +# time +attr(exp, 'Variables')$common$time +attr(obs, 'Variables')$common$time +``` ## 2. Define operation and workflow It is recommended to define the function and write Step() together, because the latter one helps you clarify the input and output dimensions of the function. -In the self-defined function, we want to use the two functions, 's2dv::CRPSS' and 's2dv::RMSSS', to calculate the skill scores. -You can check the functions by typing `?s2dv::CRPSS` and `?s2dv::RMSSS`, or on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/). +In the self-defined function, we want to use the two functions, 's2dv::RPSS' and 's2dv::RMSSS', to calculate the skill scores. +You can check the functions by typing `?s2dv::RPSS` and `?s2dv::RMSSS`, or on [s2dv GitLab](https://earth.bsc.es/gitlab/es/s2dv/-/blob/master/R/). Hint: (1) The self-defined function is for exp and obs data. Therefore, target_dims and output_dims in Step() should be a list with two vector elements. (2) The essential dimensions are "ensemble" and "sdate" for `exp`, and "sdate" for `obs`. These dimensions should be the 'target_dims' in Step(). -(3) To return the two skill scores ('crpss' and 'rmsss') together, put them in a list with two elements. +(3) To return the two skill scores as well as the significance test results, put them in a list of 4 elements. (4) What are the dimensions of the outputs? These dimensions should be 'output_dims' in Step(). (5) The first input of AddStep() should also be a list containing exp and obs. @@ -104,18 +126,19 @@ Hint: # exp: [ensemble, sdate] # obs: [sdate] - # Calculate CRPSS - crpss <- s2dv::CRPSS(exp, obs, memb_dim = 'ensemble') + # Calculate RPSS + rpss <- s2dv::RPSS(exp, obs, memb_dim = 'ensemble') # Calculate RMSSS ## ensemble mean exp_ens <- s2dv::MeanDims(exp, 'ensemble', na.rm = T) rmsss <- s2dv::RMSSS(exp_ens, obs, time_dim = 'sdate', dat_dim = NULL) - return(list(crpss = crpss$crpss, crpss_sign = crpss$sign, rmsss = rmsss$rmsss, rmsss_pval = rmsss$p.val)) + return(list(rpss = rpss$rpss, rpss_sign = rpss$sign, + rmsss = rmsss$rmsss, rmsss_pval = rmsss$p.val)) } step <- Step(skill_func, target_dims = list(exp = c('ensemble', 'sdate'), obs = c('sdate')), - output_dims = list(crpss = NULL, crpss_sign = NULL, rmsss = NULL, rmsss_pval = NULL)) + output_dims = list(rpss = NULL, rpss_sign = NULL, rmsss = NULL, rmsss_pval = NULL)) wf <- AddStep(list(exp, obs), step) ``` @@ -128,7 +151,6 @@ are not necessary for the functions. These free dimensions will be subsetted by It still works if putting more dimensions as target_dims, but we will lose the choices for chunking in the next step. Also, the lighter the function is, the quicker the operation runs. - ## 3. Execute locally To avoid potential technical problems in the connection and configuration, we choose to run the execution locally. @@ -141,29 +163,99 @@ Hint: the data size is only around 270Mb, so you can play with it without worrying about crashing the terminal. ```r - res <- Compute(wf$crpss, - chunks = list(latitude = 2, longitude = 2)) + res <- Compute(wf$rpss, + chunks = list(latitude = 2, longitude = 2), + threads_load = 2, + threads_compute = 4) ``` ## 4. Check the results -1. Check the list structure using function `str()`. What are the items in the list? +1. What is the Compute summary printed on the screen? Do you see the total time, time for load, time for compute? + +```r +* Computation ended successfully. +* Number of chunks: 4 +* Max. number of concurrent chunks (jobs): 1 +* Requested cores per job: NA +* Load threads per chunk: 2 +* Compute threads per chunk: 4 +* Total time (s): 259.381109952927 +* Chunking setup: 0.0020143985748291 +* Data upload to cluster: 0 +* All chunks: 258.787921905518 +* Transfer results from cluster: 0 +* Merge: 0.591173648834229 +* Each chunk: +* queue: +* mean: 0 +* min: 0 +* max: 0 +* job setup: +* mean: 0 +* min: 0 +* max: 0 +* load: +* mean: 18.5496181845665 +* min: 14.1962461471558 +* max: 22.3589487075806 +* compute: +* mean: 46.1461229324341 +* min: 45.7371928691864 +* max: 46.4979948997498 +``` + +**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? + +```r +* Computation ended successfully. +* Number of chunks: 4 +* Max. number of concurrent chunks (jobs): 1 +* Requested cores per job: NA +* Load threads per chunk: 1 +* Compute threads per chunk: 1 +* Total time (s): 744.268383979797 +* Chunking setup: 0.00200104713439941 +* Data upload to cluster: 0 +* All chunks: 743.699976682663 +* Transfer results from cluster: 0 +* Merge: 0.56640625 +* Each chunk: +* queue: +* mean: 0 +* min: 0 +* max: 0 +* job setup: +* mean: 0 +* min: 0 +* max: 0 +* load: +* mean: 20.6443170905113 +* min: 15.685852766037 +* max: 26.6700437068939 +* compute: +* mean: 165.279457509518 +* min: 164.101372241974 +* max: 166.810875177383 +``` + +2. Check the list structure using function `str()`. What are the items in the list? ```r str(res) List of 4 - $ crpss : num [1, 1, 1, 1:181, 1:360] -13.6 -12.2 -10.6 -10.2 -10.7 ... - $ crpss_sign: logi [1, 1, 1, 1:181, 1:360] TRUE TRUE TRUE TRUE TRUE TRUE ... - $ rmsss : num [1, 1, 1, 1:181, 1:360] 0.943 0.943 0.944 0.943 0.941 ... + $ rpss : num [1, 1, 1, 1:181, 1:360] 0.1014 -0.0406 0.1024 0.2097 0.1854 ... + $ rpss_sign : logi [1, 1, 1, 1:181, 1:360] FALSE FALSE FALSE FALSE FALSE FALSE ... + $ rmsss : num [1, 1, 1, 1:181, 1:360] 0.994 0.993 0.993 0.993 0.993 ... $ rmsss_pval: num [1, 1, 1, 1:181, 1:360] 0 0 0 0 0 0 0 0 0 0 ... .. ``` -2. What are the dimensions of each item? +3. What are the dimensions of each item? ```r -dim(res$crpss) +dim(res$rpss) dat var time latitude longitude 1 1 1 181 360 -dim(res$crpss_sign) +dim(res$rpss_sign) dat var time latitude longitude 1 1 1 181 360 dim(res$rmsss) @@ -174,36 +266,39 @@ dim(res$rmsss_pval) 1 1 1 181 360 ``` -3. Plot the maps +4. Plot the maps + +Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the usage of PlotEquiMap() on s2dv GitLab or type `?s2dv::PlotEquiMap`. -Use `s2dv::PlotEquiMap` or other visualization tools to plot the map. ```r # Get latitude and longitude from the attributes lat <- as.vector(attr(exp, 'Variables')$common$latitude) lon <- as.vector(attr(exp, 'Variables')$common$longitude) - # Set the color bar - brks_crps <- seq(0, max(res$crps, na.rm = TRUE), length.out = 21) - brks_rmsss <- seq(min(res$rmsss, na.rm = TRUE), max(res$rmsss, na.rm = TRUE), length.out = 21) + # Set the color bars + print(range(res$rpss, na.rm = TRUE)) + brks_rpss <- seq(-1, 0.9, by = 0.1) + print(range(res$rmsss, na.rm = TRUE)) + brks_rmsss <- seq(0.95, 0.99, by = 0.01) - library(s2dv) - # Plot crps - PlotEquiMap(res$crps[1, 1, 1, , ], lon, lat, - cols = heat.colors(length(brks_crps) - 1)[(length(brks_crps) - 1):1], - brks = brks_crps, + # Plot RPSS + PlotEquiMap(res$rpss[1, 1, 1, , ], lon = lon, lat = lat, + dots = res$rpss_sign[1, 1, 1, , ], dot_size = 1.5, dot_symbol = 3, + brks = brks_rpss, filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), - toptitle = 'ECMWF monthly mean tas CRPS 2012-2016', title_scale = 0.6, - fileout = '~/handson_1_fig_crps.png') + toptitle = 'ECMWF system5 monthly mean tas RPSS 1991-2011', title_scale = 0.6, + fileout = '~/handson_4_fig_rpss.png') - # Plot rmsss - PlotEquiMap(res$rmsss[1, 1, 1, , ], lon, lat, - color_fun = clim.palette('yellowred'), brks = brks_rmsss, + # Plot RMSSS + PlotEquiMap(res$rmsss[1, 1, 1, , ], lon = lon, lat = lat, + color_fun = clim.palette('yellowred'), + brks = brks_rmsss, filled.continents = FALSE, triangle_ends = c(TRUE, TRUE), - toptitle = 'ECMWF monthly mean tas RMSSS 2012-2016', title_scale = 0.6, - fileout = '~/handson_1_fig_rmsss.png') + toptitle = 'ECMWF system5 monthly mean tas RMSSS 1991-2011', title_scale = 0.6, + fileout = '~/handson_4_fig_rmsss.png') ``` -![CRPS map](./Figures/handson_1_fig_crps.png) +![RPSS map](./Figures/handson_4_fig_rpss.png) -![RMSSS map](./Figures/handson_1_fig_rmsss.png) +![RMSSS map](./Figures/handson_4_fig_rmsss.png) diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md new file mode 100644 index 0000000..a2c8451 --- /dev/null +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md @@ -0,0 +1,120 @@ +# Hands-on 5: Spatial grid interpolation + +## Goal +To learn how to use Start() to load the data and do the interpolation. +In this use case, we only use Start() and load the data in the local memory. +The default transformation function is startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses CDO inside. + +In detail, we are going to: +(1) Learn different ways to assign longitude and latitude in Start(). +(2) Use parameter '_reorder' to specify the sorted order. +(3) Use transform-related parameters. + +## 1. Define longitude and latitude +```r + # Use this one if on workstation or nord3 + repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" + # Use this one if on Marenostrum4 and log in with PATC2022 account + repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + 'exp/ecmwf/system5_m1/monthly_mean/', + '$var$_f6h/$var$_$sdate$.nc') + var <- 'tas' + sdate <- c('20170101') + lon.min <- 0 + lon.max <- 359.9 + lat.min <- -90 + lat.max <- 90 + + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = 'dat', + latitude = 'dat'), + retrieve = TRUE + ) +``` + +1. Run the above script. Check the dimensions, the warning messages, and the values of +longitude and latitude. What is the range of longitude and latitude? + +2. Why 'lon.max' is 359.9 but not 360? What will happen if it is 360? + +3. Now, change + - `latitude_reorder = Sort()` to `latitude_reorder = Sort(decreasing = TRUE)` + - `longitude_reorder = CircularSort(0, 360)` to `longitude_reorder = CircularSort(-180, 180)` + - Set `lon.min <- -180` and `lon.max <- 179.9` + +Check the values of longitude and latitude again. Is it different from the original script? + + +## 2. Interpolation + +Now, let us add in the transformation parameters. + +```r + data_1deg <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + ## transformation + transform = CDORemapper, + transform_extra_cells = 2, + transform_params = list(grid = 'r360x181', + method = 'conservative'), + transform_vars = c('latitude', 'longitude'), + ## + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = NULL, + latitude = NULL), + retrieve = TRUE) +``` + +1. Run the above script. Check the dimensions and the values of longitude and latitude. + +2. Plot maps +Plot the two data and see the difference. + +```r +# original data +lon_ori <- attr(data, 'Variables')$dat1$longitude +lat_ori <- attr(data, 'Variables')$dat1$latitude +PlotEquiMap(drop(data)[1, , ], lon = lon_ori, lat = lat_ori, + filled.continent = FALSE, + toptitle = "Original data: 640x1296, method: con", + fileout = "~/handson_5_fig1.png") + +# regridded data +lon_1deg <- attr(data_1deg, 'Variables')$dat1$longitude +lat_1deg <- attr(data_1deg, 'Variables')$dat1$latitude +PlotEquiMap(drop(data_1deg)[1, , ], lon = lon_1deg, lat = lat_1deg, + filled.continent = FALSE, + toptitle = "Regridded data: 181x360, method: con", + fileout = "~/handson_5_fig2.png") +``` + +3. Try different grids and interpolation methods + +- Change `method` to "bil", "bic", or other available options (check s2dv::CDORemap for details.) + +- Change `grid` to "r100x50", "t106grid", or other available options. + +- Plot the maps to see the difference. + + + diff --git a/inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md similarity index 57% rename from inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md rename to inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md index 90bac14..d1b231e 100644 --- a/inst/doc/tutorial/PATC2022/hands-on_2_interpolation_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md @@ -1,9 +1,9 @@ -# Hands-on 2: Spatial grid interpolation +# Hands-on 5: Spatial grid interpolation ## Goal To learn how to use Start() to load the data and do the interpolation. In this use case, we only use Start() and load the data in the local memory. -The default transformation function is startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses cdo inside. +The default transformation function is startR::CDORemapper, a wrapper function of s2dv::CDORemap that uses CDO inside. In detail, we are going to: (1) Learn different ways to assign longitude and latitude in Start(). @@ -14,7 +14,7 @@ In detail, we are going to: ```r # Use this one if on workstation or nord3 repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" - # Use this one if on Marenostrum4 and log in with PATC2021 account + # Use this one if on Marenostrum4 and log in with PATC2022 account repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', 'exp/ecmwf/system5_m1/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') @@ -93,45 +93,78 @@ The dimensions are the same. The longitude range changes to [-180, 180], and the Now, let us add in the transformation parameters. ```r - data <- Start(dat = repos, - var = var, - sdate = sdate, - ensemble = indices(1), - time = 'all', - latitude = values(list(lat.min, lat.max)), - latitude_reorder = Sort(), - longitude = values(list(lon.min, lon.max)), - longitude_reorder = CircularSort(0, 360), - ## transformation - transform = CDORemapper, - transform_extra_cells = 2, - transform_params = list(grid = 'r360x181', - method = 'conservative', - crop = c(lon.min, lon.max, - lat.min, lat.max)), - transform_vars = c('latitude', 'longitude'), - ## - synonims = list(latitude = c('lat', 'latitude'), - longitude = c('lon', 'longitude')), - return_vars = list(time = 'sdate', - longitude = NULL, - latitude = NULL), - retrieve = TRUE - ) + data_1deg <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(0, 360), + ## transformation + transform = CDORemapper, + transform_extra_cells = 2, + transform_params = list(grid = 'r360x181', + method = 'conservative'), + transform_vars = c('latitude', 'longitude'), + ## + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = 'dat', + latitude = 'dat'), + retrieve = TRUE) ``` -4. Run the above script. Check the dimensions and the values of longitude and latitude. +1. Run the above script. Check the dimensions and the values of longitude and latitude. ```r -dim(data) +dim(data_1deg) dat var sdate ensemble time latitude longitude 1 1 1 1 7 181 360 -longitude <- attr(data, 'Variables')$common$longitude +longitude <- attr(data_1deg, 'Variables')$dat1$longitude range(longitude) [1] 0 359 -latitude <- attr(data, 'Variables')$common$latitude +latitude <- attr(data_1deg, 'Variables')$dat1$latitude range(latitude) [1] -90 90 ``` +2. Plot maps +Plot the two data and see the difference. + +```r +# original data +lon_ori <- attr(data, 'Variables')$dat1$longitude +lat_ori <- attr(data, 'Variables')$dat1$latitude +PlotEquiMap(drop(data)[1, , ], lon = lon_ori, lat = lat_ori, + filled.continent = FALSE, + toptitle = "Original data: 640x1296, method: con", + fileout = "~/handson_5_fig1.png") + +# regridded data +lon_1deg <- attr(data_1deg, 'Variables')$dat1$longitude +lat_1deg <- attr(data_1deg, 'Variables')$dat1$latitude +PlotEquiMap(drop(data_1deg)[1, , ], lon = lon_1deg, lat = lat_1deg, + filled.continent = FALSE, + toptitle = "Regridded data: 181x360, method: con", + fileout = "~/handson_5_fig2.png") +``` +![original grid, method = 'con'](./Figures/handson_5_fig1.png) + +![regrid to 1 degree, method = 'con'](./Figures/handson_5_fig2.png) + + +3. Try different grids and interpolation methods + +- Change `method` to "bil", "bic", or other available options (check s2dv::CDORemap for details.) + +- Change `grid` to "r100x50", "t106grid", or other available options. + +- Plot the map to see the difference. + +![regrid to r100x50, method = 'bil'](./Figures/handson_5_fig3.png) + +![regrid to t106grid, method = 'bic'](./Figures/handson_5_fig4.png) -- GitLab From 3d2ae4a39bff879608882a654d51e89f8228e10d Mon Sep 17 00:00:00 2001 From: aho Date: Thu, 27 Oct 2022 16:00:50 +0200 Subject: [PATCH 3/9] Update the correct path in mn4 --- .../tutorial/PATC2022/handson_3-rainfarm.md | 11 ++++++ .../PATC2022/handson_3-rainfarm_ans.md | 39 ++++++++++++++++++- .../PATC2022/handson_4-skill_workflow.md | 17 ++++---- .../PATC2022/handson_4-skill_workflow_ans.md | 13 ++++--- .../PATC2022/handson_5-interpolation.md | 13 ++++++- .../PATC2022/handson_5-interpolation_ans.md | 15 ++++++- 6 files changed, 89 insertions(+), 19 deletions(-) diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md index 2ce16ff..120bb4d 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md @@ -23,7 +23,13 @@ a region in the North-Western Italian Alps (44N-47N, 6E-9E). The data resolution Use the above information to define the variable, start dates, longitude and latitude. ```r + # Use this one if on workstation or nord3 (have access to /esarchive) repos <- "/esarchive/exp/ecmwf/system5c3s/daily_mean/$var$_s0-24h/$var$_$sdate$.nc" + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'exp/ecmwf/system5c3s/daily_mean/', + '$var$_s0-24h/$var$_$sdate$.nc') + var <- ______ sdate <- paste0(______, '1101') lon.min <- ______ @@ -113,4 +119,9 @@ In Start(), change `ensemble` to `member` and `time` to `ftime`, and define thei call above, `latitude_reorder = Sort()`. Type `?sort` in R console to find how to change latitude to descending order. +3. To switch `member` and `sdate` dimension order, simply switch the order in Start() call. + +```r +# Write a new Start() call based on the previous script +``` diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md index a32c9bc..625e0d9 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md @@ -23,7 +23,13 @@ a region in the North-Western Italian Alps (44N-47N, 6E-9E). The data resolution Use the above information to define the variable, start dates, longitude and latitude. ```r + # Use this one if on workstation or nord3 (have access to /esarchive) repos <- "/esarchive/exp/ecmwf/system5c3s/daily_mean/$var$_s0-24h/$var$_$sdate$.nc" + # Use this one if on Marenostrum4 and log in with PATC2021 account + repos <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'exp/ecmwf/system5c3s/daily_mean/', + '$var$_s0-24h/$var$_$sdate$.nc') + var <- 'prlr' sdate <- paste0(2010:2012, '1101') lon.min <- 6 @@ -42,6 +48,9 @@ Calculate the forecast time step. Desired days: the whole March (leap year ignor ftime_s <- as.integer(ymd("2011-03-01", tz = "UTC") - ymd("2010-11-01", tz = "UTC")) + 1 ftime <- ftime_s:(ftime_s + 30) print(ftime) +# [1] 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 +#[20] 140 141 142 143 144 145 146 147 148 149 150 151 + ``` Use Start() to load the data. @@ -76,7 +85,12 @@ Load CSTools data `lonlat_prec`. ```r dim(data) +# dat var sdate ensemble time latitude longitude +# 1 1 3 6 31 4 4 + dim(stored_data$data) +#dataset member sdate ftime lat lon +# 1 6 3 31 4 4 ``` ### Dates @@ -84,8 +98,15 @@ Load CSTools data `lonlat_prec`. ```r data_time_attr <- attr(data, 'Variables')$common$time dim(data_time_attr) +#sdate time +# 3 31 + dim(stored_data$Dates$start) +#NULL + str(stored_data$Dates$start) +# POSIXct[1:93], format: "2011-03-01" "2011-03-02" "2011-03-03" "2011-03-04" "2011-03-05" ... + ``` ### Latitude and Longitude @@ -93,18 +114,25 @@ Load CSTools data `lonlat_prec`. ```r data_lat_attr <- attr(data, 'Variables')$common$latitude as.vector(data_lat_attr) +#[1] 44 45 46 47 + as.vector(stored_data$lat) +#[1] 47 46 45 44 data_lon_attr <- attr(data, 'Variables')$common$longitude as.vector(data_lon_attr) +#[1] 6 7 8 9 + as.vector(stored_data$lon) +#[1] 6 7 8 9 + ``` ## 3. Adjust Start() call to get more consistent result with lonlat_prec You should already see that the output of Start() `data` does have the same values as `lonlat_prec`, but there are some differences. For example, the "member" and "time" -dimensions have different names; latitude vector order is different. +dimensions have different names; the dimension orders are different; latitude vector order is different. 1. We can use parameter `synonims` to change the dimension name freely. In Start(), change `ensemble` to `member` and `time` to `ftime`, and define their synonims. @@ -113,11 +141,13 @@ In Start(), change `ensemble` to `member` and `time` to `ftime`, and define thei call above, `latitude_reorder = Sort()`. Type `?sort` in R console to find how to change latitude to descending order. +3. To switch `member` and `sdate` dimension order, simply switch the order in Start() call. + ```r data <- Start(dat = repos, var = var, - sdate = sdate, member = indices(1:6), + sdate = sdate, ftime = ftime, latitude = values(list(lat.min, lat.max)), latitude_reorder = Sort(decreasing = TRUE), @@ -132,6 +162,11 @@ latitude to descending order. retrieve = TRUE) dim(data) +# dat var member sdate ftime latitude longitude +# 1 1 6 3 31 4 4 + data_lat_attr <- attr(data, 'Variables')$common$latitude as.vector(data_lat_attr) +#[1] 47 46 45 44 + ``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md index 9d7af6b..63620ba 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -31,8 +31,8 @@ Hints: repos_exp <- paste0('/esarchive/exp/ecmwf/system5c3s/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') # Use this one if on Marenostrum4 and log in with PATC2021 account - repos_exp <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', - 'exp/ecmwf/system4_m1/monthly_mean/', + repos_exp <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'exp/ecmwf/system5c3s/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') sdates_exp <- sapply(1991:2011, function(x) paste0(x, '1101')) @@ -56,9 +56,9 @@ Hints: repos_obs <- paste0('/esarchive/recon/ecmwf/era5/monthly_mean/$var$_f1h-r360x180/', '$var$_$sdate$.nc') # Use this one if on Marenostrum4 and log in with PATC2022 account - repos_obs <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', - 'recon/ecmwf/erainterim/monthly_mean/', - '$var$_f6h/$var$_$sdate$.nc') + repos_obs <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'recon/ecmwf/era5/monthly_mean/', + '$var$_f1h-r360x180/$var$_$sdate$.nc') sdates_obs <- sapply(1991:2011, function(x) paste0(x, '11')) @@ -164,13 +164,14 @@ Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the lat <- as.vector(attr(exp, 'Variables')$common$latitude) lon <- as.vector(attr(exp, 'Variables')$common$longitude) - # Set the color bars + # Set the color bars: check data range to decide the appropriate color bar print(range(res$rpss, na.rm = TRUE)) - brks_rpss <- seq(-1, 0.9, by = 0.1) + brks_rpss <- seq(______, ______, by = ______) print(range(res$rmsss, na.rm = TRUE)) - brks_rmsss <- seq(0.95, 0.99, by = 0.01) + brks_rmsss <- seq(______, ______, by = ______) # Plot RPSS + ##NOTE: Remove 'fileout' to view the figure in pop-up window PlotEquiMap(______, lon = lon, lat = lat, dots = ______, dot_size = 1.5, dot_symbol = 3, brks = brks_rpss, diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index c95fc24..0780840 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -31,8 +31,8 @@ Hints: repos_exp <- paste0('/esarchive/exp/ecmwf/system5c3s/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') # Use this one if on Marenostrum4 and log in with PATC2021 account - repos_exp <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', - 'exp/ecmwf/system4_m1/monthly_mean/', + repos_exp <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'exp/ecmwf/system5c3s/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') sdates_exp <- sapply(1991:2011, function(x) paste0(x, '1101')) @@ -56,9 +56,9 @@ Hints: repos_obs <- paste0('/esarchive/recon/ecmwf/era5/monthly_mean/$var$_f1h-r360x180/', '$var$_$sdate$.nc') # Use this one if on Marenostrum4 and log in with PATC2022 account - repos_obs <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', - 'recon/ecmwf/erainterim/monthly_mean/', - '$var$_f6h/$var$_$sdate$.nc') + repos_obs <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', + 'recon/ecmwf/era5/monthly_mean/', + '$var$_f1h-r360x180/$var$_$sdate$.nc') sdates_obs <- sapply(1991:2011, function(x) paste0(x, '11')) @@ -275,13 +275,14 @@ Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the lat <- as.vector(attr(exp, 'Variables')$common$latitude) lon <- as.vector(attr(exp, 'Variables')$common$longitude) - # Set the color bars + # Set the color bars: check data range to decide the appropriate color bar print(range(res$rpss, na.rm = TRUE)) brks_rpss <- seq(-1, 0.9, by = 0.1) print(range(res$rmsss, na.rm = TRUE)) brks_rmsss <- seq(0.95, 0.99, by = 0.01) # Plot RPSS + ##NOTE: Remove 'fileout' to view the figure in pop-up window PlotEquiMap(res$rpss[1, 1, 1, , ], lon = lon, lat = lat, dots = res$rpss_sign[1, 1, 1, , ], dot_size = 1.5, dot_symbol = 3, brks = brks_rpss, diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md index a2c8451..c226e55 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md @@ -10,12 +10,23 @@ In detail, we are going to: (2) Use parameter '_reorder' to specify the sorted order. (3) Use transform-related parameters. +## 0. Load required modules and packages + +We need to have CDO module loaded for interpolation. If you did not load it, quit the +R console and load it. As for R packages, we need startR for data loading and s2dv for plo +tting. + +```r +library(startR) +library(s2dv) +``` + ## 1. Define longitude and latitude ```r # Use this one if on workstation or nord3 repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" # Use this one if on Marenostrum4 and log in with PATC2022 account - repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + repos <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', 'exp/ecmwf/system5_m1/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') var <- 'tas' diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md index d1b231e..81dc47f 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md @@ -10,15 +10,26 @@ In detail, we are going to: (2) Use parameter '_reorder' to specify the sorted order. (3) Use transform-related parameters. +## 0. Load required modules and packages + +We need to have CDO module loaded for interpolation. If you did not load it, quit the +R console and load it. As for R packages, we need startR for data loading and s2dv for plotting. + +```r +library(startR) +library(s2dv) +``` + ## 1. Define longitude and latitude ```r # Use this one if on workstation or nord3 repos <- "/esarchive/exp/ecmwf/system5_m1/monthly_mean/$var$_f6h/$var$_$sdate$.nc" # Use this one if on Marenostrum4 and log in with PATC2022 account - repos <- paste0('/gpfs/scratch/nct00/nct00016/d3_02_R-hands_on/tmp-esarchive/', + repos <- paste0('/gpfs/scratch/nct01/nct01127/d3_R_handson/esarchive/', 'exp/ecmwf/system5_m1/monthly_mean/', '$var$_f6h/$var$_$sdate$.nc') - var <- 'tas' + + var <- 'tas' sdate <- c('20170101') lon.min <- 0 lon.max <- 359.9 -- GitLab From 5f04db28d13e4b60f6f8482a32da96f3da8b2630 Mon Sep 17 00:00:00 2001 From: aho Date: Mon, 7 Nov 2022 16:22:11 +0100 Subject: [PATCH 4/9] Update --- .../tutorial/PATC2022/handson_3-rainfarm.md | 5 +- .../PATC2022/handson_3-rainfarm_ans.md | 3 +- .../PATC2022/handson_4-skill_workflow.md | 6 +- .../PATC2022/handson_4-skill_workflow_ans.md | 104 +++++++++--------- .../PATC2022/handson_5-interpolation.md | 2 +- .../PATC2022/handson_5-interpolation_ans.md | 2 +- inst/doc/tutorial/PATC2022/nord3_demo.R | 9 +- 7 files changed, 69 insertions(+), 62 deletions(-) diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md index 120bb4d..acfd780 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md @@ -38,7 +38,8 @@ Use the above information to define the variable, start dates, longitude and lat lat.max <- ______ ``` -Calculate the forecast time step. Desired days: the whole March (leap year ignored) +Calculate the forecast time step by package "lubridate". Desired days: the whole March (leap year ignored). +Check the usage of the following functions by type `?` or check official website https://lubridate.tidyverse.org/reference/. ```r library(lubridate) @@ -123,5 +124,5 @@ latitude to descending order. ```r # Write a new Start() call based on the previous script - + data <- Start(...) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md index 625e0d9..7ecf570 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md @@ -38,7 +38,8 @@ Use the above information to define the variable, start dates, longitude and lat lat.max <- 47 ``` -Calculate the forecast time step. Desired days: the whole March (leap year ignored) +Calculate the forecast time step by package "lubridate". Desired days: the whole March (leap year ignored). +Check the usage of the following functions by type `?` or check official website https://lubridate.tidyverse.org/reference/. ```r library(lubridate) diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md index 63620ba..24e0e44 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -148,9 +148,6 @@ the data size is only around 270Mb, so you can play with it without worrying abo 1. What is the Compute summary printed on the screen? Do you see the total time, time for load, time for compute? - -**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? - 2. Check the list structure using function `str()`. What are the items in the list? 3. What are the dimensions of each item? @@ -187,3 +184,6 @@ Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the toptitle = 'ECMWF system5 monthly mean tas RMSSS 1991-2011', title_scale = 0.6, fileout = '~/handson_4_fig_rmsss.png') ``` + + +**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index 0780840..6e0cc78 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -78,7 +78,7 @@ Hints: Question: -1. What are the dimensions of these two data? +1. What are the dimensions of these two data? ```r attr(exp, 'Dimensions') dat var sdate time ensemble latitude longitude @@ -89,8 +89,7 @@ attr(obs, 'Dimensions') 1 1 21 1 181 360 ``` -2. What is the size of these two data? - +2. What is the size of these two data? exp: 261Mb; obs: 10.4Mb as shown on screen from Start() call. 3. Check the latitude, longitude, and time values of the two data. Are they consistent? @@ -143,9 +142,9 @@ Hint: ``` Question: -1. Which dimensions are used in operation? Which dimensions are free? -'ensemble' and 'sdate' are used in operation. The other dimensions (dat, var, time, latitude, and longitude) -are not necessary for the functions. These free dimensions will be subsetted by multiApply during the execution. +1. Which dimensions are used in operation? Which dimensions are free? +'ensemble' and 'sdate' are used in the self-defined function. The other dimensions (dat, var, time, latitude, and longitude) +are not necessary for the function. These free dimensions will be looped by multiApply during the execution. 2. Can we use more dimensions as target_dims? What are the disadvantages? It still works if putting more dimensions as target_dims, but we will lose the choices for chunking in the next step. Also, the lighter the function is, the quicker the operation runs. @@ -180,46 +179,12 @@ the data size is only around 270Mb, so you can play with it without worrying abo * Requested cores per job: NA * Load threads per chunk: 2 * Compute threads per chunk: 4 -* Total time (s): 259.381109952927 -* Chunking setup: 0.0020143985748291 +* Total time (s): 331.454513549805 +* Chunking setup: 0.00129866600036621 * Data upload to cluster: 0 -* All chunks: 258.787921905518 +* All chunks: 328.215093135834 * Transfer results from cluster: 0 -* Merge: 0.591173648834229 -* Each chunk: -* queue: -* mean: 0 -* min: 0 -* max: 0 -* job setup: -* mean: 0 -* min: 0 -* max: 0 -* load: -* mean: 18.5496181845665 -* min: 14.1962461471558 -* max: 22.3589487075806 -* compute: -* mean: 46.1461229324341 -* min: 45.7371928691864 -* max: 46.4979948997498 -``` - -**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? - -```r -* Computation ended successfully. -* Number of chunks: 4 -* Max. number of concurrent chunks (jobs): 1 -* Requested cores per job: NA -* Load threads per chunk: 1 -* Compute threads per chunk: 1 -* Total time (s): 744.268383979797 -* Chunking setup: 0.00200104713439941 -* Data upload to cluster: 0 -* All chunks: 743.699976682663 -* Transfer results from cluster: 0 -* Merge: 0.56640625 +* Merge: 3.23812174797058 * Each chunk: * queue: * mean: 0 @@ -230,13 +195,13 @@ the data size is only around 270Mb, so you can play with it without worrying abo * min: 0 * max: 0 * load: -* mean: 20.6443170905113 -* min: 15.685852766037 -* max: 26.6700437068939 +* mean: 6.95802348852158 +* min: 6.30401253700256 +* max: 8.70350694656372 * compute: -* mean: 165.279457509518 -* min: 164.101372241974 -* max: 166.810875177383 +* mean: 75.0939234495163 +* min: 74.6092278957367 +* max: 75.3746023178101 ``` 2. Check the list structure using function `str()`. What are the items in the list? @@ -303,3 +268,42 @@ Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the ![RMSSS map](./Figures/handson_4_fig_rmsss.png) + + +**BONUS**: Try to use only one thread for loading and computing (i.e., `threads_load = 1`, `threads_compute = 1`.) Is it slower than using more threads? +It is slower with only one thread. For example, the total running time is 1214 seconds with one thread (see below) +but 331 seconds with multiple threads (see above 4.1) The loading and computing time are both more with one thread. +But the efficiency also depends on the situation of the machine. If the machine is very loaded, it can be slow for multiple threads as well. + +```r +* Computation ended successfully. +* Number of chunks: 4 +* Max. number of concurrent chunks (jobs): 1 +* Requested cores per job: NA +* Load threads per chunk: 1 +* Compute threads per chunk: 1 +* Total time (s): 1214.47402715683 +* Chunking setup: 0.000868797302246094 +* Data upload to cluster: 0 +* All chunks: 1211.30233049393 +* Transfer results from cluster: 0 +* Merge: 3.17082786560059 +* Each chunk: +* queue: +* mean: 0 +* min: 0 +* max: 0 +* job setup: +* mean: 0 +* min: 0 +* max: 0 +* load: +* mean: 13.2360381484032 +* min: 12.5131008625031 +* max: 14.2744646072388 +* compute: +* mean: 289.587656855583 +* min: 286.497741699219 +* max: 294.805396080017 +``` + diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md index c226e55..940ae10 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md @@ -69,7 +69,7 @@ Check the values of longitude and latitude again. Is it different from the origi ## 2. Interpolation -Now, let us add in the transformation parameters. +Now, let us add the transformation parameters. To understand the usage of the `transform` parameters, check FAQ on GitLab https://earth.bsc.es/gitlab/es/startR/-/blob/master/inst/doc/faq.md#5-do-interpolation-in-start-using-parameter-transform ```r data_1deg <- Start(dat = repos, diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md index 81dc47f..54e6ad1 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md @@ -101,7 +101,7 @@ The dimensions are the same. The longitude range changes to [-180, 180], and the ## 2. Interpolation -Now, let us add in the transformation parameters. +Now, let us add the transformation parameters. To understand the usage of the `transform` parameters, check FAQ on GitLab https://earth.bsc.es/gitlab/es/startR/-/blob/master/inst/doc/faq.md#5-do-interpolation-in-start-using-parameter-transform ```r data_1deg <- Start(dat = repos, diff --git a/inst/doc/tutorial/PATC2022/nord3_demo.R b/inst/doc/tutorial/PATC2022/nord3_demo.R index ddd39b1..ffa4dec 100644 --- a/inst/doc/tutorial/PATC2022/nord3_demo.R +++ b/inst/doc/tutorial/PATC2022/nord3_demo.R @@ -29,14 +29,15 @@ library(startR) # ensemble mean ens_mean <- apply(x, 2, mean) # temporal trend -# trend <- s2dv:::.Trend(ens_mean, conf = conf, pval = pval)$trend trend <- s2dv::Trend(ens_mean, conf = conf, pval = pval)$trend return(trend) } + step <- Step(func, target_dims = c('ensemble', 'time'), output_dims = list(trend = 'stats'), use_libraries = c('s2dv')) + wf <- AddStep(data, step, conf = FALSE, pval = FALSE) #-------------------user-defined--------------------- @@ -48,17 +49,17 @@ library(startR) # Nord3-v2 res <- Compute(wf, chunks = list(latitude = 2, - longitude = 2),#$output1 + longitude = 2), threads_load = 2, threads_compute = 4, cluster = list( queue_host = 'nord4', queue_type = 'slurm', temp_dir = temp_dir, - cores_per_job = 2, + cores_per_job = 16, job_wallclock = '01:00:00', max_jobs = 4, - extra_queue_params = list('#SBATCH --constraint=medmem'), +# extra_queue_params = list('#SBATCH --constraint=medmem'), bidirectional = FALSE, polling_period = 10 ), -- GitLab From b6aebf91e190925680d10ff7c69216eca6cf456a Mon Sep 17 00:00:00 2001 From: aho Date: Mon, 7 Nov 2022 16:22:34 +0100 Subject: [PATCH 5/9] Update to v2.2.1 --- .Rbuildignore | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 90018c7..2ef8ba9 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -6,16 +6,16 @@ ^README\.md$ #\..*\.RData$ #^vignettes$ -#^tests$ ^inst/doc$ -#^inst/doc/*$ -#^inst/doc/figures/$ -#^inst/doc/usecase/$ -#^inst/PlotProfiling\.R$ -.gitlab-ci.yml +^\.gitlab-ci\.yml$ +## unit tests should be ignored when building the package for CRAN +^tests$ +^inst/PlotProfiling\.R$ + # Suggested by http://r-pkgs.had.co.nz/package.html ^.*\.Rproj$ # Automatically added by RStudio, ^\.Rproj\.user$ # used for temporary files. ^README\.Rmd$ # An Rmarkdown file used to generate README.md ^cran-comments\.md$ # Comments for CRAN submission -^NEWS\.md$ # A news file written in Markdown +#^NEWS\.md$ # A news file written in Markdown +^\.gitlab-ci\.yml$ -- GitLab From 2bfaabd44256270b1eb36bfad62308a6ba14a089 Mon Sep 17 00:00:00 2001 From: aho Date: Mon, 7 Nov 2022 16:50:22 +0100 Subject: [PATCH 6/9] minor modification --- .../PATC2022/handson_4-skill_workflow_ans.md | 2 ++ .../PATC2022/handson_5-interpolation_ans.md | 19 +++++++++++++++++++ 2 files changed, 21 insertions(+) diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index 6e0cc78..8a19b84 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -242,8 +242,10 @@ Use `s2dv::PlotEquiMap` or other visualization tools to plot the maps. Check the # Set the color bars: check data range to decide the appropriate color bar print(range(res$rpss, na.rm = TRUE)) +#[1] -1.0729143 0.9982857 brks_rpss <- seq(-1, 0.9, by = 0.1) print(range(res$rmsss, na.rm = TRUE)) +#[1] 0.9513331 0.9997396 brks_rmsss <- seq(0.95, 0.99, by = 0.01) # Plot RPSS diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md index 54e6ad1..70d3318 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md @@ -82,6 +82,25 @@ If it is 360, you only get one point of longitude. Because of `longitude_reorder Check the values of longitude and latitude again. Is it different from the original script? ```r + lon.min <- -180 + lon.max <- 179.9 + + data <- Start(dat = repos, + var = var, + sdate = sdate, + ensemble = indices(1), + time = 'all', + latitude = values(list(lat.min, lat.max)), + latitude_reorder = Sort(decreasing = TRUE), + longitude = values(list(lon.min, lon.max)), + longitude_reorder = CircularSort(-180, 180), + synonims = list(latitude = c('lat', 'latitude'), + longitude = c('lon', 'longitude')), + return_vars = list(time = 'sdate', + longitude = 'dat', + latitude = 'dat'), + retrieve = TRUE) + dim(data) dat var sdate ensemble time latitude longitude 1 1 1 1 7 640 1296 -- GitLab From edb31b2dac367299ec26b0654bad2c5a83aee2af Mon Sep 17 00:00:00 2001 From: aho Date: Tue, 8 Nov 2022 16:26:22 +0100 Subject: [PATCH 7/9] Add rm(list = ls()) --- inst/doc/tutorial/PATC2022/handson_3-rainfarm.md | 3 +++ inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md | 3 +++ inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md | 3 +++ inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md | 3 +++ inst/doc/tutorial/PATC2022/handson_5-interpolation.md | 3 +++ inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md | 3 +++ 6 files changed, 18 insertions(+) diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md index acfd780..a7098b5 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm.md @@ -6,6 +6,9 @@ Use startR to load the data used in CSTools [RainFARM vignette](https://earth.bs ## 0. Load required packages ```r +# Clean the session +rm(list = ls()) + library(startR) library(CSTools) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md index 7ecf570..23c3ea8 100644 --- a/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_3-rainfarm_ans.md @@ -6,6 +6,9 @@ Use startR to load the data used in CSTools [RainFARM vignette](https://earth.bs ## 0. Load required packages ```r +# Clean the session +rm(list = ls()) + library(startR) library(CSTools) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md index 24e0e44..71ae249 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -10,6 +10,9 @@ To make the process faster, the required data size is small here so we can run t ## 0. Load required packages ```r +# Clean the session +rm(list = ls()) + library(startR) library(s2dv) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index 8a19b84..6cee0a6 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -10,6 +10,9 @@ To make the process faster, the required data size is small here so we can run t ## 0. Load required packages ```r +# Clean the session +rm(list = ls()) + library(startR) library(s2dv) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md index 940ae10..63b9ea6 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation.md @@ -17,6 +17,9 @@ R console and load it. As for R packages, we need startR for data loading and s2 tting. ```r +# Clean the session +rm(list = ls()) + library(startR) library(s2dv) ``` diff --git a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md index 70d3318..522c513 100644 --- a/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_5-interpolation_ans.md @@ -16,6 +16,9 @@ We need to have CDO module loaded for interpolation. If you did not load it, qui R console and load it. As for R packages, we need startR for data loading and s2dv for plotting. ```r +# Clean the session +rm(list = ls()) + library(startR) library(s2dv) ``` -- GitLab From 5443a44881bd13c624db6af70eec5d35746aecc8 Mon Sep 17 00:00:00 2001 From: aho Date: Wed, 9 Nov 2022 12:13:41 +0100 Subject: [PATCH 8/9] Add FAQ and use case for loading daily data that files have different time dim length --- inst/doc/faq.md | 37 +++++++++---- .../ex1_16_files_different_time_dim_length.R | 52 +++++++++++++++++++ 2 files changed, 78 insertions(+), 11 deletions(-) create mode 100644 inst/doc/usecase/ex1_16_files_different_time_dim_length.R diff --git a/inst/doc/faq.md b/inst/doc/faq.md index 3a065e0..6c6a119 100644 --- a/inst/doc/faq.md +++ b/inst/doc/faq.md @@ -29,6 +29,7 @@ This document intends to be the first reference for any doubts that you may have 23. [The best practice of using vector and list for selectors](#23-the-best-practice-of-using-vector-and-list-for-selectors) 24. [Do both interpolation and chunking on spatial dimensions](#24-do-both-interpolation-and-chunking-on-spatial-dimensions) 25. [What to do if your function has too many target dimensions](#25-what-to-do-if-your-function-has-too-many-target-dimensions) + 26. [Use merge_across_dims_narm to remove NAs](#26-use-merge-across-dims-narm-to-remove-nas) 2. **Something goes wrong...** @@ -83,12 +84,12 @@ all the possibilities and make the output data structure reasonable all the time Therefore, it is recommended to understand the way Start() rolls first, then you know what you should expect from the output and will not get confused with what it returns to you. -If you want to connet xxx along yyy, the parameter 'merge_across_dims' and 'merge_across_dims_narm' can help you achieve it. -See Example 1. If 'merge_across_dims = TRUE', the chunk dimension will disappear. -'merge_across_dims' simply attaches data one after another, so the NA values (if exist) will be the same places as the unmerged one (see Example 2). +Now we understand the cross relationship between dimensions, we can talk about how to merge them: use the parameters `merge_across_dims` and `merge_across_dims_narm`. +See Example 1. If `merge_across_dims = TRUE`, the chunk dimension will disappear. +`merge_across_dims` simply attaches data one after another, so the NA values (if exist) will be the same places as the unmerged one (see Example 2). -If you want to remove those additional NAs, you can use 'merge_across_dims_narm = TRUE', -then the NAs will be removed when merging into one dimension. (see Example 2). +If you want to remove those additional NAs, you can use `merge_across_dims_narm = TRUE`, +then the NAs will be removed when merging into one dimension. (see Example 2). To know more about `merge_across_dims_narm`, check [How-to-26](#26-use-merge-across-dims-narm-to-remove-nas). You can find more use cases at [ex1_2_exp_obs_attr.R](inst/doc/usecase/ex1_2_exp_obs_attr.R) and [ex1_3_attr_loadin.R](inst/doc/usecase/ex1_3_attr_loadin.R). @@ -464,7 +465,7 @@ data <- Start(dat = repos, If you want to interpolate data by s2dv::CDORemap in function, you need to tell the machine which CDO module to use. Therefore, `CDO_module = 'CDO/1.9.5-foss-2018b'` should be -added in Compute() cluster list. See the example in usecase [ex2_3_cdo.R](inst/doc/usecase/ex2_3_cdo.R). +added in Compute() cluster list. See the example in usecase [ex2_3](inst/doc/usecase/ex2_3_cdo.R). ### 10. The number of members depends on the start date @@ -476,9 +477,9 @@ When trying to load both start dates at once using Start(), the order in which t - `sdates = c('19991101', '19990901')`, the member dimension will be of length 51, showing missing values for the members 26 to 51 in the second start date; - `sdates = c('19990901', '19991101')`, the member dimension will be of length 25, any member will be missing. -To ensure that all the members are retrieved, we can use parameter 'largest_dims_length'. See [FAQ 21](https://earth.bsc.es/gitlab/es/startR/-/blob/master/inst/doc/faq.md#21-retrieve-the-complete-data-when-the-dimension-length-varies-among-files) for details. +To ensure that all the members are retrieved, we can use parameter `largest_dims_length`. See [FAQ 21](https://earth.bsc.es/gitlab/es/startR/-/blob/master/inst/doc/faq.md#21-retrieve-the-complete-data-when-the-dimension-length-varies-among-files) for details. -The code to reproduce this behaviour could be found in the Use Cases section, [example 1.4](/inst/doc/usecase/ex1_4_variable_nmember.R). +The code to reproduce this behaviour could be found in the usecase [ex1_4](/inst/doc/usecase/ex1_4_variable_nmember.R). ### 11. Select the longitude/latitude region @@ -851,18 +852,18 @@ same. For example, the member number in one experiment is 25 in the early years increase to 51 later. If you assign `member = 'all'` in Start() call, the returned member dimension length will be 25 only. -The parameter 'largest_dims_length' is for this case. Its default value is `FALSE`, meaning +The parameter `largest_dims_length` is for this case. Its default value is `FALSE`, meaning that Start() can only use the first valid file to decide the dimensions. If it is changed to `TRUE`, Start() will examine all the required files to find the largest length for all the inner dimensions. It is time- and resource-consuming, but useful when you are not sure how the dimensions in all the files look like. -If you know the expected dimension length, it is recommended to assign 'largest_dims_length' +If you know the expected dimension length, it is recommended to assign `largest_dims_length` by a named integer vector, for example, `largest_dims_length = c(member = 51)`. Start() will adopt the provided ones and use the first valid file to decide the rest of dimensions. By this means, the efficiency can be similar to `largest_dims_length = FALSE`. -Find example in [use case ex1_4](/inst/doc/usecase/ex1_4_variable_nmember.R). +Find example in use case [ex1_4](/inst/doc/usecase/ex1_4_variable_nmember.R). ### 22. Define the selector when the indices in the files are not aligned @@ -978,6 +979,20 @@ We provide some [use cases](inst/doc/usecase/ex2_12_transform_and_chunk.R) showi Unfortunately, we don't have a perfect solution now before we have multiple steps feature. Talk to maintainers to see how to generate a workaround for your case. +### 26. Use merge_across_dims_narm to remove NAs +The Start() parameter `merge_across_dims_narm` can be useful when you want to merge two dimensions together (e.g., time across chunk.) If you're not familiar with the usage of `xxx_across = yyy` and `merge_across_dims` yet, check [How-to-2](#2-indicate-dependent-dimension-and-use-merge-parameters-in-start) first. + +First thing to notice is that `merge_across_dims_narm` can only remove **the NAs that are created by Start()** during the reshaping process. +It doesn't remove the NAs in the original data. For example, in Example 2 in How-to-2, the NAs are removed because those NAs are added by Start(). + +Second, if the files don't share the same length of the merged dimension, you need to use `largest_dims_length = T` along. +This parameter tells Start() that it needs to look into each file to know the dimension length. By doing this, Start() knows that the NAs in the files with shorter dimension are added by it, so `merge_across_dims_narm = T` can remove those NAs correctly. +A typical example is reading daily data and merging time dimension together. The 30-day months will have one NA at the end of time dimension, if `merge_across_dims_narm = T` and `largest_dims_length = T` are not used. +Check usecase [ex1_16](/inst/doc/usecase/ex1_16_files_different_time_dim_length.R) for the example script. +See [How-to-21](#21-retrieve-the-complete-data-when-the-dimension-length-varies-among-files) for more details of `largest_dims_length`. + + + # Something goes wrong... ### 1. No space left on device diff --git a/inst/doc/usecase/ex1_16_files_different_time_dim_length.R b/inst/doc/usecase/ex1_16_files_different_time_dim_length.R new file mode 100644 index 0000000..8b54bbc --- /dev/null +++ b/inst/doc/usecase/ex1_16_files_different_time_dim_length.R @@ -0,0 +1,52 @@ +#---------------------------------------------------------------------------- +# Author: An-Chi Ho +# Date: 11th November 2022 +# +# This script shows how to use Start() to load files with different time dimension length +# and reshape the array without undesired NAs. To know more about the usage of parameter +# "merge_across_dims_narm" and "largest_dims_length", check faq.md How-to-26 (https://earth.bsc.es/gitlab/es/startR/-/blob/master/inst/doc/faq.md#26-use-merge-across-dims-narm-to-remove-nas) +# +# The used data is daily data, so the time dimension length is the days in each month. +# "largest_dims_length = T" needs to be used to tell Start() the different time dimension lengths +# in each file, and "merge_across_dims_narm = T" can remove the NAs that are added by Start() +# during the reshaping process. +#---------------------------------------------------------------------------- + +library(startR) + +# exp +repos <- paste0('/esarchive/recon/ecmwf/era5/daily_mean/$var$_f1h/$var$_$sdate$.nc') +lons.min <- -10 +lons.max <- 30 +lats.min <- 30 +lats.max <- 60 +sdates <- clock::date_format(clock::date_build(2019, 1:12, 1), format = "%Y%m") + +data <- Start(dat = repos, + var = 'tas', + sdate = sdates, + time = 'all', + time_across = 'sdate', + merge_across_dims = TRUE, # merge 'time' dim along 'sdate' + merge_across_dims_narm = TRUE, # remove additional NAs + largest_dims_length = TRUE, # to tell Start() that each file has different dim length + lat = values(list(lats.min, lats.max)), + lat_reorder = Sort(), + lon = values(list(lons.min, lons.max)), + lon_reorder = CircularSort(-180, 180), + synonims = list(lat = c('lat', 'latitude'), lon = c('lon', 'longitude')), + return_vars = list(lon = NULL, lat = NULL, time = 'sdate'), + num_procs = 16, + retrieve = TRUE) + +dim(data) +# dat var time lat lon +# 1 1 365 107 142 + +dim(attr(data, 'Variables')$common$time) +#time +# 365 + +#NOTE: If merge_across_dims_narm = FALSE or largest_dims_length = FALSE, time dimension will +# be 372 (= 31 days * 12 months) and NAs will be at the end of each small month, i.e., +# 60:62 (29-31 Feb), 124 (31 Apr), 186 (31 Jun), 279 (31 Sep), 341 (31 Nov). -- GitLab From 36bb0164ac734a222599aa8064c200334290ac51 Mon Sep 17 00:00:00 2001 From: aho Date: Thu, 10 Nov 2022 10:00:57 +0100 Subject: [PATCH 9/9] Correct title --- inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md | 2 +- inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md index 71ae249..80a6c54 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow.md @@ -1,4 +1,4 @@ -# Hands-on 1: Seasonal forecast verification +# Hands-on 4: Seasonal forecast verification ## Goal Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, diff --git a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md index 6cee0a6..0a19c23 100644 --- a/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md +++ b/inst/doc/tutorial/PATC2022/handson_4-skill_workflow_ans.md @@ -1,4 +1,4 @@ -# Hands-on 1: Seasonal forecast verification +# Hands-on 4: Seasonal forecast verification ## Goal Learn how to use the startR workflow to finish a piece of analysis, including defining and pre-processing the desired data, -- GitLab