From 114bffaa123b42cf82974ee83ff2a67c6b8be03b Mon Sep 17 00:00:00 2001
From: vickimzhang <vicki.zhang@apexrms.com>
Date: Tue, 9 Dec 2025 09:02:14 -0500
Subject: [PATCH 1/4] increment versions and add dependencies for windows and
 linux

---
 .../helloworld-spatial-syncrosim3.ssim        | Bin 212992 -> 233472 bytes
 src/helloworldR.yml                           | 197 +-----------------
 src/package.xml                               |   4 +-
 3 files changed, 6 insertions(+), 195 deletions(-)

diff --git a/example-library/helloworld-spatial-syncrosim3.ssim b/example-library/helloworld-spatial-syncrosim3.ssim
index 0d2c21cba89c88fdd4a85a74f6708a38cfd43e7f..7f0e93279024a7243015088fca1a2d1ea2bb5e77 100644
GIT binary patch
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diff --git a/src/helloworldR.yml b/src/helloworldR.yml
index 07ff0a6..21e203d 100644
--- a/src/helloworldR.yml
+++ b/src/helloworldR.yml
@@ -1,197 +1,8 @@
 name: helloworldR
 channels:
   - conda-forge
+  - defaults
 dependencies:
-  - _r-mutex=1.0.1=anacondar_1
-  - bzip2=1.0.8=h2466b09_7
-  - ca-certificates=2025.4.26=h4c7d964_0
-  - cairo=1.18.0=h91e5215_2
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-  - font-ttf-inconsolata=3.000=h77eed37_0
-  - font-ttf-source-code-pro=2.038=h77eed37_0
-  - font-ttf-ubuntu=0.83=h77eed37_3
-  - fontconfig=2.15.0=h765892d_1
-  - fonts-conda-ecosystem=1=0
-  - fonts-conda-forge=1=0
-  - freetype=2.12.1=hdaf720e_2
-  - fribidi=1.0.10=h8d14728_0
-  - graphite2=1.3.13=h63175ca_1003
-  - harfbuzz=8.5.0=h81778c3_0
-  - icu=73.2=h63175ca_0
-  - intel-openmp=2024.2.1=h57928b3_1083
-  - lerc=4.0.0=h63175ca_0
-  - libblas=3.9.0=26_win64_mkl
-  - libdeflate=1.23=h9062f6e_0
-  - libexpat=2.6.4=he0c23c2_0
-  - libffi=3.4.2=h8ffe710_5
-  - libglib=2.82.2=h7025463_0
-  - libhwloc=2.11.2=default_hc8275d1_1000
-  - libiconv=1.17=hcfcfb64_2
-  - libintl=0.22.5=h5728263_3
-  - libjpeg-turbo=3.0.0=hcfcfb64_1
-  - liblapack=3.9.0=26_win64_mkl
-  - liblzma=5.6.3=h2466b09_1
-  - libpng=1.6.44=h3ca93ac_0
-  - libtiff=4.7.0=h797046b_3
-  - libxml2=2.13.5=he286e8c_1
-  - libzlib=1.3.1=h2466b09_2
-  - m2w64-bwidget=1.9.10=2
-  - m2w64-bzip2=1.0.6=6
-  - m2w64-expat=2.1.1=2
-  - m2w64-fftw=3.3.4=6
-  - m2w64-flac=1.3.1=3
-  - m2w64-gcc-libgfortran=5.3.0=6
-  - m2w64-gcc-libs=5.3.0=7
-  - m2w64-gcc-libs-core=5.3.0=7
-  - m2w64-gettext=0.19.7=2
-  - m2w64-gmp=6.1.0=2
-  - m2w64-gsl=2.1=2
-  - m2w64-icu=58.2=2
-  - m2w64-libiconv=1.14=6
-  - m2w64-libjpeg-turbo=1.4.2=3
-  - m2w64-libogg=1.3.2=3
-  - m2w64-libpng=1.6.21=2
-  - m2w64-libsndfile=1.0.26=2
-  - m2w64-libtiff=4.0.6=2
-  - m2w64-libvorbis=1.3.5=2
-  - m2w64-libwinpthread-git=5.0.0.4634.697f757=2
-  - m2w64-libxml2=2.9.3=3
-  - m2w64-mpfr=3.1.4=4
-  - m2w64-pcre2=10.34=0
-  - m2w64-speex=1.2rc2=3
-  - m2w64-speexdsp=1.2rc3=3
-  - m2w64-tcl=8.6.5=3
-  - m2w64-tk=8.6.5=3
-  - m2w64-tktable=2.10=5
-  - m2w64-wineditline=2.101=5
-  - m2w64-xz=5.2.2=2
-  - m2w64-zlib=1.2.8=10
-  - mkl=2024.2.2=h66d3029_15
-  - msys2-conda-epoch=20160418=1
-  - openssl=3.5.0=ha4e3fda_0
-  - pandoc=2.19.2=h57928b3_2
-  - pcre2=10.44=h3d7b363_2
-  - pixman=0.44.2=had0cd8c_0
-  - pthreads-win32=2.9.1=h2466b09_4
-  - r-askpass=1.2.0=r41h6d2157b_0
-  - r-assertthat=0.2.1=r41hc72bb7e_3
-  - r-backports=1.5.0=r41h6c66454_0
-  - r-base=4.1.3=h22dd5fe_17
-  - r-base64enc=0.1_3=r41h6d2157b_1006
-  - r-bit=4.0.5=r41h6d2157b_1
-  - r-bit64=4.0.5=r41h6d2157b_2
-  - r-blob=1.2.4=r41hc72bb7e_0
-  - r-broom=1.0.5=r41hc72bb7e_0
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-  - r-cachem=1.1.0=r41h6c66454_0
-  - r-callr=3.7.3=r41hc72bb7e_0
-  - r-cellranger=1.1.0=r41hc72bb7e_1005
-  - r-cli=3.6.3=r41he75b88d_0
-  - r-clipr=0.8.0=r41hc72bb7e_1
-  - r-colorspace=2.1_0=r41h6d2157b_1
-  - r-conflicted=1.2.0=r41h785f33e_0
-  - r-cpp11=0.4.7=r41hc72bb7e_0
-  - r-crayon=1.5.2=r41hc72bb7e_1
-  - r-curl=4.3.3=r41h6d2157b_2
-  - r-data.table=1.15.4=r41h6d2157b_0
-  - r-dbi=1.1.3=r41hc72bb7e_1
-  - r-dbplyr=2.3.2=r41hc72bb7e_0
-  - r-digest=0.6.36=r41he75b88d_0
-  - r-dplyr=1.1.4=r41ha856d6a_0
-  - r-dtplyr=1.3.1=r41hc72bb7e_0
-  - r-ellipsis=0.3.2=r41h6d2157b_2
-  - r-evaluate=0.21=r41hc72bb7e_0
-  - r-fansi=1.0.6=r41h6d2157b_0
-  - r-farver=2.1.2=r41he75b88d_0
-  - r-fastmap=1.2.0=r41he75b88d_0
-  - r-fontawesome=0.5.1=r41hc72bb7e_0
-  - r-forcats=1.0.0=r41hc72bb7e_0
-  - r-fs=1.6.4=r41h3f0a074_0
-  - r-gargle=1.4.0=r41h785f33e_0
-  - r-generics=0.1.3=r41hc72bb7e_1
-  - r-ggplot2=3.4.2=r41hc72bb7e_0
-  - r-glue=1.7.0=r41h6d2157b_0
-  - r-googledrive=2.1.0=r41hc72bb7e_0
-  - r-googlesheets4=1.1.0=r41h785f33e_0
-  - r-gtable=0.3.3=r41hc72bb7e_0
-  - r-gtools=3.9.5=r41h6d2157b_0
-  - r-haven=2.5.4=r41ha856d6a_0
-  - r-highr=0.10=r41hc72bb7e_0
-  - r-hms=1.1.3=r41hc72bb7e_0
-  - r-htmltools=0.5.8.1=r41ha856d6a_0
-  - r-httr=1.4.6=r41hc72bb7e_0
-  - r-ids=1.0.1=r41hc72bb7e_2
-  - r-isoband=0.2.7=r41ha856d6a_2
-  - r-jquerylib=0.1.4=r41hc72bb7e_1
-  - r-jsonlite=1.8.8=r41h6d2157b_0
-  - r-knitr=1.43=r41hc72bb7e_0
-  - r-labeling=0.4.2=r41hc72bb7e_2
-  - r-lattice=0.22_6=r41h6d2157b_0
-  - r-lifecycle=1.0.3=r41hc72bb7e_1
-  - r-lubridate=1.9.3=r41h6d2157b_0
-  - r-magrittr=2.0.3=r41h6d2157b_2
-  - r-mass=7.3_58.3=r41h6d2157b_0
-  - r-matrix=1.6_5=r41hb9981e2_0
-  - r-memoise=2.0.1=r41hc72bb7e_1
-  - r-mgcv=1.9_1=r41hb9981e2_0
-  - r-mime=0.12=r41h6d2157b_2
-  - r-modelr=0.1.11=r41hc72bb7e_0
-  - r-munsell=0.5.0=r41hc72bb7e_1005
-  - r-nlme=3.1_165=r41hd63c432_0
-  - r-openssl=2.0.6=r41h81a3cea_1
-  - r-pillar=1.9.0=r41hc72bb7e_0
-  - r-pkgconfig=2.0.3=r41hc72bb7e_2
-  - r-plogr=0.2.0=r41hc72bb7e_1004
-  - r-prettyunits=1.1.1=r41hc72bb7e_2
-  - r-processx=3.8.4=r41h6d2157b_0
-  - r-progress=1.2.2=r41hc72bb7e_3
-  - r-ps=1.7.6=r41h6d2157b_0
-  - r-purrr=1.0.2=r41h6d2157b_0
-  - r-r6=2.5.1=r41hc72bb7e_1
-  - r-ragg=1.3.2=r41he767bbc_0
-  - r-rappdirs=0.3.3=r41h6d2157b_2
-  - r-rcolorbrewer=1.1_3=r41h785f33e_1
-  - r-rcpp=1.0.12=r41ha856d6a_0
-  - r-readr=2.1.5=r41ha856d6a_0
-  - r-readxl=1.4.3=r41h1c2d66b_0
-  - r-rematch=1.0.1=r41hc72bb7e_1005
-  - r-rematch2=2.1.2=r41hc72bb7e_2
-  - r-reprex=2.0.2=r41hc72bb7e_1
-  - r-rlang=1.1.4=r41he75b88d_0
-  - r-rmarkdown=2.22=r41hc72bb7e_0
-  - r-rsqlite=2.3.4=r41ha856d6a_0
-  - r-rstudioapi=0.14=r41hc72bb7e_1
-  - r-rsyncrosim=2.1.1=r41hd8ed1ab_0
-  - r-rvest=1.0.3=r41hc72bb7e_1
-  - r-sass=0.4.9=r41ha856d6a_0
-  - r-scales=1.2.1=r41hc72bb7e_1
-  - r-selectr=0.4_2=r41hc72bb7e_2
-  - r-stringi=1.8.4=r41h3f0a074_0
-  - r-stringr=1.5.0=r41h785f33e_0
-  - r-sys=3.4.2=r41h6d2157b_1
-  - r-systemfonts=1.1.0=r41h754b566_0
-  - r-terra=1.5_21=r41ha856d6a_8
-  - r-textshaping=0.4.0=r41hdd868d5_0
-  - r-tibble=3.2.1=r41h6d2157b_2
-  - r-tidyr=1.3.1=r41ha856d6a_0
-  - r-tidyselect=1.2.0=r41h6addd8b_1
-  - r-tidyverse=2.0.0=r41h785f33e_0
-  - r-timechange=0.3.0=r41ha856d6a_0
-  - r-tinytex=0.45=r41hc72bb7e_0
-  - r-tzdb=0.4.0=r41ha856d6a_1
-  - r-utf8=1.2.4=r41h6d2157b_0
-  - r-uuid=1.2_0=r41h6d2157b_0
-  - r-vctrs=0.6.5=r41ha856d6a_0
-  - r-viridislite=0.4.1=r41hc72bb7e_1
-  - r-vroom=1.6.5=r41ha856d6a_0
-  - r-withr=2.5.0=r41hc72bb7e_1
-  - r-xfun=0.45=r41he75b88d_0
-  - r-xml2=1.3.3=r41ha856d6a_2
-  - r-yaml=2.3.8=r41h6d2157b_0
-  - tbb=2021.13.0=h62715c5_1
-  - ucrt=10.0.22621.0=h57928b3_1
-  - vc=14.3=ha32ba9b_23
-  - vc14_runtime=14.42.34433=he29a5d6_23
-  - vs2015_runtime=14.42.34433=hdffcdeb_23
-  - zlib=1.3.1=h2466b09_2
-  - zstd=1.5.6=h0ea2cb4_0
\ No newline at end of file
+  - r-base>=4.1.3
+  - r-rsyncrosim>=2.1.7
+  - r-terra>=1.5_21
\ No newline at end of file
diff --git a/src/package.xml b/src/package.xml
index c0a0902..a7ca3dc 100644
--- a/src/package.xml
+++ b/src/package.xml
@@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
-<package name="helloworldSpatial" displayName="Hello World Spatial (R)" description="Example demonstrating how to use spatial data with an R model" version="2.1.0" url="https://apexrms.github.io/helloworldEnhanced/" minSyncroSimVersion="3.1.0">
+<package name="helloworldSpatial" displayName="Hello World Spatial (R)" description="Example demonstrating how to use spatial data with an R model" version="2.1.1" url="https://apexrms.github.io/helloworldEnhanced/" minSyncroSimVersion="3.1.0">
 
 	<!--Scenario Datasheets-->
 
@@ -26,7 +26,7 @@
 	</dataSheet>
 
 	<!--First Transformer-->
-	<transformer name="firstModel" displayName="Hello World Spatial 1 (R)" programArguments="model.R" condaEnv="helloworldR.yml" condaEnvVersion="2">
+	<transformer name="firstModel" displayName="Hello World Spatial 1 (R)" programArguments="model.R" condaEnv="helloworldR.yml" condaEnvVersion="3">
 		<dataSheet name="RunControl" type="Input"/>
 		<dataSheet name="InputDatasheet" type="Input"/>
 		<dataSheet name="IntermediateDatasheet" type="Output"/>

From 95427bd50698019319d0fc8b95b263d511d794e3 Mon Sep 17 00:00:00 2001
From: vickimzhang <vicki.zhang@apexrms.com>
Date: Tue, 9 Dec 2025 09:05:32 -0500
Subject: [PATCH 2/4] update package that was missing in library

---
 .../helloworld-spatial-syncrosim3.ssim        | Bin 233472 -> 258048 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/example-library/helloworld-spatial-syncrosim3.ssim b/example-library/helloworld-spatial-syncrosim3.ssim
index 7f0e93279024a7243015088fca1a2d1ea2bb5e77..5dd520a41c1533072e50c3d066896e3bb5f36c5d 100644
GIT binary patch
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From 7c9dddcac2ff3794693f95319fb3941bd481ddb4 Mon Sep 17 00:00:00 2001
From: vickimzhang <vicki.zhang@apexrms.com>
Date: Thu, 11 Dec 2025 13:50:20 -0500
Subject: [PATCH 3/4] update specific versions of packages

---
 src/helloworldR.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/helloworldR.yml b/src/helloworldR.yml
index 21e203d..6b9d82d 100644
--- a/src/helloworldR.yml
+++ b/src/helloworldR.yml
@@ -3,6 +3,6 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - r-base>=4.1.3
-  - r-rsyncrosim>=2.1.7
-  - r-terra>=1.5_21
\ No newline at end of file
+  - r-base=4.1.3
+  - r-rsyncrosim=2.1.7
+  - r-terra=1.5_21
\ No newline at end of file

From f60158496e878702c923b71054e5a5030c7eea7f Mon Sep 17 00:00:00 2001
From: vickimzhang <vicki.zhang@apexrms.com>
Date: Fri, 12 Dec 2025 10:20:30 -0500
Subject: [PATCH 4/4] remove example-library, images, and folders for models 1
 & 2

---
 .../helloworld-spatial-syncrosim3.ssim        | Bin 258048 -> 0 bytes
 helloworldSpatial1/model.R                    |  76 ------------------
 helloworldSpatial1/package.xml                |  40 ---------
 helloworldSpatial2/model2.R                   |  40 ---------
 helloworldSpatial2/package.xml                |  26 ------
 .../templates/example-library.png             | Bin 4025 -> 0 bytes
 .../templates/example-library.ssim            | Bin 208896 -> 0 bytes
 ...-24-at-12-59-44-PRE-LIBRARY-UPDATE.ssimbak | Bin 204973 -> 0 bytes
 .../input-raster.tif                          | Bin 843 -> 0 bytes
 images/input-raster.tif                       | Bin 832 -> 0 bytes
 10 files changed, 182 deletions(-)
 delete mode 100644 example-library/helloworld-spatial-syncrosim3.ssim
 delete mode 100644 helloworldSpatial1/model.R
 delete mode 100644 helloworldSpatial1/package.xml
 delete mode 100644 helloworldSpatial2/model2.R
 delete mode 100644 helloworldSpatial2/package.xml
 delete mode 100644 helloworldSpatial2/templates/example-library.png
 delete mode 100644 helloworldSpatial2/templates/example-library.ssim
 delete mode 100644 helloworldSpatial2/templates/example-library.ssim.backup/example-library.ssim.backup.2023-01-24-at-12-59-44-PRE-LIBRARY-UPDATE.ssimbak
 delete mode 100644 helloworldSpatial2/templates/example-library.ssim.input/Scenario-1/helloworldSpatial_InputDatasheet/input-raster.tif
 delete mode 100644 images/input-raster.tif

diff --git a/example-library/helloworld-spatial-syncrosim3.ssim b/example-library/helloworld-spatial-syncrosim3.ssim
deleted file mode 100644
index 5dd520a41c1533072e50c3d066896e3bb5f36c5d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/helloworldSpatial1/model.R b/helloworldSpatial1/model.R
deleted file mode 100644
index 76977b6..0000000
--- a/helloworldSpatial1/model.R
+++ /dev/null
@@ -1,76 +0,0 @@
-library(rsyncrosim)      # Load SyncroSim R package
-library(terra)           # Load terra package
-myScenario <- scenario()  # Get the SyncroSim scenario that is currently running
-
-# Retrieve the transfer directory for storing output rasters
-e <- ssimEnvironment()
-transferDir <- e$TransferDirectory
-
-# Load RunControl datasheet to be able to set timesteps
-runSettings <- datasheet(myScenario, name = "helloworldSpatial1_RunControl")
-
-# Set timesteps - can set to different frequencies if desired
-timesteps <- seq(runSettings$MinimumTimestep, runSettings$MaximumTimestep)
-
-# Load scenario's input datasheet from SyncroSim library into R dataframe
-myInputDataframe <- datasheet(myScenario,
-                              name = "helloworldSpatial1_InputDatasheet")
-
-# Extract model inputs from complete input dataframe
-mMean <- myInputDataframe$mMean
-mSD <- myInputDataframe$mSD
-
-# Load raster input 
-rasterMap <- datasheetSpatRaster(myScenario,
-                                 datasheet = "helloworldSpatial1_InputDatasheet",
-                                 column = "InterceptRasterFile")
-
-# Setup empty R dataframe ready to accept output in SyncroSim datasheet format
-myOutputDataframe <- datasheet(
-  myScenario,
-  name = "helloworldSpatial1_IntermediateDatasheet"
-)
-
-# Setup empty R dataframe ready to accept output in SyncroSim datasheet format
-myOutputDataframe <- data.frame(Iteration = numeric(0), 
-                                Timestep = numeric(0), 
-                                y = numeric(0),
-                                OutputRasterFile = character(0))
-
-# For loop through iterations
-for (iter in runSettings$MinimumIteration:runSettings$MaximumIteration) {
-  
-  # Extract a slope value from normal distribution
-  m <- rnorm(n = 1, mean = mMean, sd = mSD)
-  
-  # Use each cell in the raster as the intercept in linear equation
-  rastList <- c()
-  for (t in timesteps){
-    tempRasterMap <- app(rasterMap, function(b) m * t + b)
-    rastList <- c(rastList, tempRasterMap)
-  }
-  newRasterMaps <- terra::rast(rastList)
-  
-  # The y value will be the sum of all the cells in each raster
-  y <- global(newRasterMaps, "sum")$sum
-  
-  # Add the new raster for this timestep/iteration to the output
-  newRasterNames <- file.path(paste0(transferDir, 
-                                     "/hw.it", iter, ".ts",
-                                     timesteps, ".tif"))
-  writeRaster(newRasterMaps, filename = newRasterNames, overwrite = TRUE)
-  
-  # Store the relevant outputs in a temporary dataframe
-  tempDataframe <- data.frame(Iteration = iter,
-                              Timestep = timesteps,
-                              y = y,
-                              OutputRasterFile = newRasterNames)
-  
-  # Copy output into this R dataframe
-  myOutputDataframe <- addRow(myOutputDataframe, tempDataframe)
-}
-
-# Save this R dataframe back to the SyncroSim library's output datasheet
-saveDatasheet(myScenario,
-              data = myOutputDataframe,
-              name = "helloworldSpatial1_IntermediateDatasheet")
diff --git a/helloworldSpatial1/package.xml b/helloworldSpatial1/package.xml
deleted file mode 100644
index a215014..0000000
--- a/helloworldSpatial1/package.xml
+++ /dev/null
@@ -1,40 +0,0 @@
-<?xml version="1.0" encoding="utf-8"?>
-<package name="helloworldSpatial1" displayName="Hello World Spatial 1" description="Example demonstrating how to use spatial data" version="2.0.0" url="https://apexrms.github.io/helloworldEnhanced/">
-
-	<dataSheet name="RunControl" displayName="Run Control" isRunControl="True" timestepTitle="Timestep" showMinIteration="False">
-	</dataSheet>
-
-	<dataSheet name="InputDatasheet" isSingleRow="True">
-		<column name="mMean" dataType="Double" displayName="Slope Distribution Mean"/>
-		<column name="mSD" dataType="Double" displayName="Slope Distribution Standard Deviation"/>
-		<column name="InterceptRasterFile" displayName="Intercept Raster File" dataType="String" isExternalFile="True" isRaster="True"/>
-	</dataSheet>
-
-	<dataSheet name="IntermediateDatasheet" hasIteration="True" hasTimestep="True">
-		<column name="y" dataType="Double" displayName="Value for y"/>	
-		<column name="OutputRasterFile" displayName="Output Raster File" dataType="String" isExternalFile="True" isRaster="True" bandColumn="Band" filenameCode="hw"/>
-		<column name="Band" displayName="Band" dataType="Integer" allowDbNull="True" isOptional="True"/>
-	</dataSheet>
-
-
-	<transformer name="Main" displayName="Hello World Spatial Step 1" programName="Rscript" programArguments="model.R">
-		<dataSheet name="RunControl" type="Input"/>
-		<dataSheet name="InputDatasheet" type="Input"/>
-		<dataSheet name="IntermediateDatasheet" type="Output"/>
-	</transformer>
-
-	<layout type="Scenario">
-		<item name="RunControl"/>
-		<item name="InputDatasheet"/>
-		<item name="IntermediateDatasheet"/>
-	</layout>
-
-	<layout type="Chart">
-		<item name="y" displayName="y" dataSheet="IntermediateDatasheet" column="y"/>
-	</layout>
-
-	<layout type="Map">
-		<item name="RasterMap" displayName="Output Raster Map" dataSheet="IntermediateDatasheet" column="OutputRasterFile"/>
-	</layout>
-
-</package>
diff --git a/helloworldSpatial2/model2.R b/helloworldSpatial2/model2.R
deleted file mode 100644
index a4129aa..0000000
--- a/helloworldSpatial2/model2.R
+++ /dev/null
@@ -1,40 +0,0 @@
-library(rsyncrosim)      # Load SyncroSim R package
-myScenario <- scenario()  # Get the SyncroSim scenario that is currently running
-
-# Load RunControl datasheet to be able to set timesteps
-runSettings <- datasheet(myScenario, name = "helloworldSpatial1_RunControl")
-
-# Set timesteps - can set to different frequencies if desired
-timesteps <- seq(runSettings$MinimumTimestep, runSettings$MaximumTimestep)
-
-# Load scenario's input datasheet from SyncroSim library into R dataframe
-myInputDataframe <- datasheet(myScenario,
-                              name = "helloworldSpatial1_IntermediateDatasheet")
-
-# Setup empty R dataframe ready to accept output in SyncroSim datasheet format
-myOutputDataframe <- data.frame(Iteration = numeric(0),
-                                Timestep = numeric(0),
-                                yCum = numeric(0))
-
-# For loop through iterations
-for (iter in runSettings$MinimumIteration:runSettings$MaximumIteration) {
-  
-  # Only load y for this iteration
-  y <- myInputDataframe$y[myInputDataframe$Iteration == iter]
-  
-  # Do calculations
-  yCum <- cumsum(y)
-  
-  # Store the relevant outputs in a temporary dataframe
-  tempDataframe <- data.frame(Iteration = iter,
-                              Timestep = timesteps,
-                              yCum = yCum)
-  
-  # Copy output into this R dataframe
-  myOutputDataframe <- addRow(myOutputDataframe, tempDataframe)
-}
-
-# Save this R dataframe back to the SyncroSim library's output datasheet
-saveDatasheet(myScenario,
-              data = myOutputDataframe,
-              name = "helloworldSpatial2_OutputDatasheet")
diff --git a/helloworldSpatial2/package.xml b/helloworldSpatial2/package.xml
deleted file mode 100644
index 33f1b15..0000000
--- a/helloworldSpatial2/package.xml
+++ /dev/null
@@ -1,26 +0,0 @@
-<?xml version="1.0" encoding="utf-8"?>
-<package name="helloworldSpatial2" displayName="Hello World Spatial 2" description="Example demonstrating how to use spatial data" version="2.0.0" url="https://apexrms.github.io/helloworldEnhanced/">
-
-	<builtFor package="helloworldSpatial1" version="2.0.0"/>
-
-	<dataSheet name="OutputDatasheet" displayName="Outputs" hasIteration="True" hasTimestep="True">
-		<column name="yCum" dataType="Double" displayName="Cumulative y"/>
-	</dataSheet>
-
-	<transformer name="Main" displayName="Hello World Spatial Step 2" programName="Rscript" programArguments="model2.R">
-		<dataSheet name="helloworldSpatial1_RunControl" type="Input"/>
-		<dataSheet name="helloworldSpatial1_IntermediateDatasheet" type="Input"/>
-		<dataSheet name="OutputDatasheet" type="Output"/>
-	</transformer>
-
-	<layout type="Scenario">
-		<item name="helloworldSpatial1_RunControl"/>
-		<item name="helloworldSpatial1_IntermediateDatasheet"/>
-		<item name="OutputDatasheet"/>
-	</layout>
-
-	<layout type="Chart">
-		<item name="yCum" displayName="Cumulative y" dataSheet="OutputDatasheet" column="yCum"/>
-	</layout>
-
-</package>
diff --git a/helloworldSpatial2/templates/example-library.png b/helloworldSpatial2/templates/example-library.png
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