From 77f8a396df7a428e701c38735c68cf7ac24b8100 Mon Sep 17 00:00:00 2001 From: Kevin Phan <98072684+ph-kev@users.noreply.github.com> Date: Mon, 21 Oct 2024 14:55:46 -0700 Subject: [PATCH 1/2] Add Var.make_lonlat_mask Refactor `_apply_lonlat_mask` to call `make_lonlat_mask`. --- NEWS.md | 11 +++ docs/src/api.md | 1 + docs/src/var.md | 45 ++++++++--- src/Var.jl | 136 +++++++++++++++++++++++--------- test/sample_nc/test_gpp_mask.nc | Bin 0 -> 1059633 bytes test/test_GeoMakieExt.jl | 18 +++++ test/test_Var.jl | 49 ++++++++++++ 7 files changed, 213 insertions(+), 47 deletions(-) create mode 100644 test/sample_nc/test_gpp_mask.nc diff --git a/NEWS.md b/NEWS.md index 6ca635b2..04ddb137 100644 --- a/NEWS.md +++ b/NEWS.md @@ -63,6 +63,17 @@ the units of a dimension. new_var = ClimaAnalysis.set_dim_units!(var, "lon", "degrees_east") ``` +### Automatically generate a mask from a OutputVar +Masking function can automatically be generated from the function `make_lonlat_mask`. See +the example below of generating a masking function that mask out any data that is `NaN` in +`var`. + +```julia +# Replace NaN with 0.0 and everything else with 1.0 for the mask +mask_fn = ClimaAnalysis.make_lonlat_mask(var; set_to_val = isnan, true_val = 0.0, false_val = 1.0) +another_masked_var = mask_fn(another_var) +``` + ## Bug fixes - Masking now affects the colorbar. - `Var.shift_to_start_of_previous_month` now checks for duplicate dates and throws an error diff --git a/docs/src/api.md b/docs/src/api.md index 39a8e4d6..2c8d65c5 100644 --- a/docs/src/api.md +++ b/docs/src/api.md @@ -71,6 +71,7 @@ Var.global_rmse Var.shift_to_start_of_previous_month Var.apply_landmask Var.apply_oceanmask +Var.make_lonlat_mask Base.replace(var::OutputVar, old_new::Pair...) ``` diff --git a/docs/src/var.md b/docs/src/var.md index cecf55c6..bf442c4c 100644 --- a/docs/src/var.md +++ b/docs/src/var.md @@ -262,18 +262,45 @@ julia> units(se_var) "K^2" ``` -### Masking -Bias and squared error can be computed only over the land or ocean through the `mask` parameter. -As of now, the mask parameter takes in `apply_oceanmask` or `apply_oceanmask`. See the -example below of this usage. +## Masking +Bias and squared error can be computed only over the land or ocean through the `mask` +parameter. As of now, the mask parameter takes in `apply_oceanmask` or `apply_oceanmask`. +See the example below of this usage. ```julia # Do not consider the ocean when computing the bias -ClimaAnalysis.bias(sim_var, obs_var; mask = apply_oceanmask) -ClimaAnalysis.global_bias(sim_var, obs_var; mask = apply_oceanmask) +ClimaAnalysis.bias(sim_var, obs_var, mask = apply_oceanmask) +ClimaAnalysis.global_bias(sim_var, obs_var, mask = apply_oceanmask) # Do not consider the land when computing the squared error -ClimaAnalysis.squared_error(sim_var, obs_var; mask = apply_landmask) -ClimaAnalysis.global_mse(sim_var, obs_var; mask = apply_landmask) -ClimaAnalysis.global_rmse(sim_var, obs_var; mask = apply_landmask) +ClimaAnalysis.squared_error(sim_var, obs_var, mask = apply_landmask) +ClimaAnalysis.global_mse(sim_var, obs_var, mask = apply_landmask) +ClimaAnalysis.global_rmse(sim_var, obs_var, mask = apply_landmask) +``` + +In other cases, you may want to generate a masking function using a `OutputVar`. For +instance, you are comparing against observational data over land and you can't use an ocean +mask since not all of the observational data is defined over the land. The function +`make_lonlat_mask` allows you to generate a masking function. If +the data is already zeros and ones, then you can use `make_lonlat_mask(var)`. Otherwise, you +can specify `set_to_val` which takes in an element of `var.data` and return a boolean. If +`set_to_val` returns `true`, then the value will be `true_val` in the mask and if `set_to_val` +returns `false`, then the value will be `false_val` in the mask. See the example below of this +usage. + +```julia +# Any points that are NaNs should be zero in the mask +mask_fn = ClimaAnalysis.make_lonlat_mask( + var; + set_to_val = isnan, + true_val = 0.0, # default is NaN + false_val = 1.0, +) + +# Apply mask to another OutputVar +another_masked_var = mask_fn(another_var) + +# Compute squared error and global MSE with custom masking function +ClimaAnalysis.squared_error(sim_var, obs_var, mask = mask_fn) +ClimaAnalysis.global_mse(sim_var, obs_var, mask = mask_fn) ``` diff --git a/src/Var.jl b/src/Var.jl index f30608cd..55090711 100644 --- a/src/Var.jl +++ b/src/Var.jl @@ -57,6 +57,7 @@ export OutputVar, shift_to_start_of_previous_month, apply_landmask, apply_oceanmask, + make_lonlat_mask, replace """ @@ -1650,51 +1651,110 @@ Apply a mask using the NCDataset found at `mask`. The dimensions of the mask should only contain longitude and latitude and are in that order. """ function _apply_lonlat_mask(var, mask::AbstractString) - # Check if lon and lat exist + mask_var = OutputVar(mask) + apply_mask = make_lonlat_mask(mask_var) + return apply_mask(var) +end + +""" + make_lonlat_mask(var; + set_to_val = nothing, + true_val = NaN, + false_val = 1.0) + +Return a masking function that takes in a `OutputVar` and mask the data using `var.data`. + +The parameter `set_to_val` is a function that takes in an element of `var.data` and return +`true` or `false`. If `set_to_nan` returns `true`, then the value will be `true_val` in the +mask and if `set_to_nan` returns `false`, then the value will be `false_val` in the mask. + +If `set_to_nan` is `nothing`, then no transformation is done and `var.data` is used. This is +helpful if `var.data` is already an array of NaNs and ones or an array of zeros and ones. +""" +function make_lonlat_mask( + var; + set_to_val = nothing, + true_val = NaN, + false_val = 1.0, +) + # Check if lon and lat are the only dimensions has_longitude(var) || error("Longitude does not exist as a dimension in var") has_latitude(var) || error("Latitude does not exist as a dimension in var") + length(var.dims) == 2 || + error("Number of dimensions ($(length(var.dims))) is not two") + + # Preprocess data for the mask if needed + if !isnothing(set_to_val) + true_indices = findall(set_to_val, var.data) + false_indices = findall(!set_to_val, var.data) + cleaned_up_data = var.data |> copy + cleaned_up_data[true_indices] .= true_val + cleaned_up_data[false_indices] .= false_val + var = OutputVar( + var.attributes |> deepcopy, + var.dims |> deepcopy, + var.dim_attributes |> deepcopy, + cleaned_up_data, + ) + end - # Create OutputVar using mask - mask_var = OutputVar(mask) + # Make a dummy OutputVar so we can reorder on it + lon = [42.0] + lat = [42.0] + data = ones(length(lon), length(lat)) + dims = OrderedDict(["lon" => lon, "lat" => lat]) + attribs = Dict{String, String}() + dim_attribs = OrderedDict{String, Dict{String, String}}() + reordered_var = OutputVar(attribs, dims, dim_attribs, data) - # Resample so that the land mask match up with the grid of var - # Round because linear resampling is done and we want the mask to be only ones and zeros - land_mask = - [ - mask_var(pt) for pt in Base.product( - var.dims[longitude_name(var)], - var.dims[latitude_name(var)], - ) - ] .|> round - - # Reshape data for broadcasting - lon_idx = var.dim2index[longitude_name(var)] - lat_idx = var.dim2index[latitude_name(var)] - lon_length = var.dims[longitude_name(mask_var)] |> length - lat_length = var.dims[latitude_name(mask_var)] |> length - if lon_idx > lat_idx - land_mask = transpose(land_mask) - end - size_to_reshape = ( - if i == lon_idx - lon_length - elseif i == lat_idx - lat_length - else - 1 - end for i in 1:ndims(var.data) - ) + mask_var = reordered_as(var, reordered_var) + + return apply_lonlat_mask(input_var) = begin + # Check if lon and lat exist + has_longitude(input_var) || + error("Longitude does not exist as a dimension in var") + has_latitude(input_var) || + error("Latitude does not exist as a dimension in var") + + # Resample so that the mask match up with the grid of var + # Round because linear resampling is done and we want the mask to be only ones and zeros + mask_arr = + [ + mask_var(pt) for pt in Base.product( + input_var.dims[longitude_name(input_var)], + input_var.dims[latitude_name(input_var)], + ) + ] .|> round + + # Reshape data for broadcasting + lon_idx = input_var.dim2index[longitude_name(input_var)] + lat_idx = input_var.dim2index[latitude_name(input_var)] + lon_length = input_var.dims[longitude_name(mask_var)] |> length + lat_length = input_var.dims[latitude_name(mask_var)] |> length + if lon_idx > lat_idx + mask_arr = transpose(mask_arr) + end + size_to_reshape = ( + if i == lon_idx + lon_length + elseif i == lat_idx + lat_length + else + 1 + end for i in 1:ndims(input_var.data) + ) - # Mask data - land_mask = reshape(land_mask, size_to_reshape...) - masked_data = var.data .* land_mask + # Mask data + mask_arr = reshape(mask_arr, size_to_reshape...) + masked_data = input_var.data .* mask_arr - # Remake OutputVar with new data - ret_attribs = deepcopy(var.attributes) - ret_dims = deepcopy(var.dims) - ret_dim_attributes = deepcopy(var.dim_attributes) - return OutputVar(ret_attribs, ret_dims, ret_dim_attributes, masked_data) + # Remake OutputVar with new data + ret_attribs = deepcopy(input_var.attributes) + ret_dims = deepcopy(input_var.dims) + ret_dim_attributes = deepcopy(input_var.dim_attributes) + return OutputVar(ret_attribs, ret_dims, ret_dim_attributes, masked_data) + end end """ diff --git a/test/sample_nc/test_gpp_mask.nc b/test/sample_nc/test_gpp_mask.nc new file mode 100644 index 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zb%*9X1l`>a*6Z7CuqTf1u8kjy*O=C`4vJ=*>(c~h)kI!wn?YJ{eM=7KwEu1^?@;G9 z)KRu2=0n7`waC(*%C?xQ+hxamyuv69zyJ)u01P~ufm1eVgbvxGb4<9)`0l@`7$7^O zSaIfLr+m0=y$~-GOn)?ch@a~H+tcRjysq1AXTTK+-lXEz2ka`JM59Lf@ho|^&gI+UX;fE5 zYzA0#*#;1M*zE}eOLl&(w=s~OC@=Pbb^!x0&{GDCj@}f|hBx_q z$jyv3^XXT2M#^34T=}W>pRh3j=f(WAa?&(5h+6WNtr9+AlaiDC?^%r`n)#Y!@E5bT z@+<$dM=o$LFY2k|iTymCv2Kh{LOVb^KtBKjFaQHE&`S*nH;Gm@7(P3JL@tGICQ`K1>IPUbabZ*!}- zN^#o NaN) + var = ClimaAnalysis.slice(var, time = ClimaAnalysis.times(var) |> first) + mask_fn = ClimaAnalysis.make_lonlat_mask( + var, + set_to_val = x -> !isnan(x), + true_val = 0.0, + ) + var = mask_fn(var) + ClimaAnalysis.Visualize.heatmap2D_on_globe!(fig13, var) + output_name = joinpath(tmp_dir, "plot_custom_mask.png") + Makie.save(output_name, fig13) + end diff --git a/test/test_Var.jl b/test/test_Var.jl index 532c9212..f77af239 100644 --- a/test/test_Var.jl +++ b/test/test_Var.jl @@ -1800,3 +1800,52 @@ end "idk", ) end + +@testset "Generating masks" begin + lat = collect(range(-89.5, 89.5, 180)) + lon = collect(range(-179.5, 179.5, 360)) + data = ones(length(lat), length(lon)) + data[1] = NaN + data_ones = ones(length(lat), length(lon)) + dims = OrderedDict(["lat" => lat, "lon" => lon]) + attribs = Dict("long_name" => "hi") + dim_attribs = OrderedDict(["lon" => Dict("units" => "deg")]) + var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data) + ones_var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data_ones) + + mask_fn = ClimaAnalysis.make_lonlat_mask( + var, + set_to_val = isnan, + true_val = 0.0, + false_val = 1.0, + ) + var1 = mask_fn(ones_var) + @test var1.data[1] == 0.0 + + # Error handling + lat = collect(range(-89.5, 89.5, 180)) + data = ones(length(lat)) + dims = OrderedDict(["lat" => lat]) + attribs = Dict("long_name" => "hi") + dim_attribs = OrderedDict(["lon" => Dict("units" => "deg")]) + var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data) + @test_throws ErrorException ClimaAnalysis.make_lonlat_mask(var) + + lon = collect(range(-179.5, 179.5, 360)) + data = ones(length(lon)) + dims = OrderedDict(["lon" => lon]) + attribs = Dict("long_name" => "hi") + dim_attribs = OrderedDict(["lon" => Dict("units" => "deg")]) + var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data) + @test_throws ErrorException ClimaAnalysis.make_lonlat_mask(var) + + lat = collect(range(-89.5, 89.5, 180)) + lon = collect(range(-179.5, 179.5, 360)) + t = collect(range(1, 2, 2)) + data = ones(length(lat), length(lon), length(t)) + dims = OrderedDict(["lat" => lat, "lon" => lon, "time" => t]) + attribs = Dict("long_name" => "hi") + dim_attribs = OrderedDict(["lon" => Dict("units" => "deg")]) + var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data) + @test_throws ErrorException ClimaAnalysis.make_lonlat_mask(var) +end From 54daa37b44710cbc853b754bacadd31900088b7b Mon Sep 17 00:00:00 2001 From: Kevin Phan <98072684+ph-kev@users.noreply.github.com> Date: Mon, 21 Oct 2024 15:19:13 -0700 Subject: [PATCH 2/2] Add mask function as a parameter to plot_bias The parameter `mask` for `plot_bias_on_globe!` now takes in either a mask used for visualizing (e.g. `Visualize.landmask`, `Visualize.oceanmask` or a vector of polygons) or a mask function (e.g. `Var.apply_landmask`, `Var.apply_oceanmask`, or a custom masking function). --- NEWS.md | 21 +++++ .../src/assets/plot_bias_with_custom_mask.png | Bin 0 -> 198300 bytes docs/src/visualize.md | 33 +++++++ ext/ClimaAnalysisGeoMakieExt.jl | 81 +++++++++++++----- test/test_GeoMakieExt.jl | 41 +++++++++ 5 files changed, 153 insertions(+), 23 deletions(-) create mode 100644 docs/src/assets/plot_bias_with_custom_mask.png diff --git a/NEWS.md b/NEWS.md index 04ddb137..df325a27 100644 --- a/NEWS.md +++ b/NEWS.md @@ -74,6 +74,27 @@ mask_fn = ClimaAnalysis.make_lonlat_mask(var; set_to_val = isnan, true_val = 0.0 another_masked_var = mask_fn(another_var) ``` +### Using masking function when plotting +Masking functions can now be passed for the `mask` keyword for plotting functions. See the +example below of plotting with a masking function. + +```julia +import ClimaAnalysis +import ClimaAnalysis.Visualize: plot_bias_on_globe!, oceanmask +import GeoMakie +import CairoMakie + +mask_var = ClimaAnalysis.OutputVar("ocean_mask.nc") +mask_fn = ClimaAnalysis.make_lonlat_mask(mask_var; set_to_val = isnan) + +obs_var = ClimaAnalysis.OutputVar("ta_1d_average.nc") +sim_var = ClimaAnalysis.get(ClimaAnalysis.simdir("simulation_output"), "ta") + +fig = CairoMakie.Figure() +plot_bias_on_globe!(fig, var, mask = mask_fn) +CairoMakie.save("myfigure.pdf", fig) +``` + ## Bug fixes - Masking now affects the colorbar. - `Var.shift_to_start_of_previous_month` now checks for duplicate dates and throws an error diff --git a/docs/src/assets/plot_bias_with_custom_mask.png b/docs/src/assets/plot_bias_with_custom_mask.png new file mode 100644 index 0000000000000000000000000000000000000000..1cb49a7c488f04d32c092afdd7a158b454f34c59 GIT binary patch literal 198300 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custom mask generated from `make_lonlat_mask`. + +!!! note "Passing a masking function for `mask`" + ClimaAnalysis do not support mask keyword arguments for masking functions. If you want + the values of the mask to not show in a plot, then pass `true_val = NaN` as a keyword + argument to `make_lonlat_mask`. The color of `NaN` is controlled by the keyword + `nan_color` which can be passed for the plotting function (`:plot`). + + Note that if the backend is CairoMakie, then the keyword `nan_color` does nothing. See + this [issue](https://github.com/MakieOrg/Makie.jl/issues/4524). + +```julia +import ClimaAnalysis +import ClimaAnalysis.Visualize: plot_bias_on_globe!, oceanmask +import GeoMakie +import CairoMakie + +mask_var = ClimaAnalysis.OutputVar("ocean_mask.nc") +mask_fn = ClimaAnalysis.make_lonlat_mask(mask_var; set_to_val = isnan) + +obs_var = ClimaAnalysis.OutputVar("ta_1d_average.nc") +sim_var = ClimaAnalysis.get(ClimaAnalysis.simdir("simulation_output"), "ta") + +fig = CairoMakie.Figure() +plot_bias_on_globe!(fig, var, mask = mask_fn) +CairoMakie.save("myfigure.pdf", fig) +``` + +The output produces something like: + +![bias_with_custom_mask_plot](./assets/plot_bias_with_custom_mask.png) + diff --git a/ext/ClimaAnalysisGeoMakieExt.jl b/ext/ClimaAnalysisGeoMakieExt.jl index fde48b81..caf44189 100644 --- a/ext/ClimaAnalysisGeoMakieExt.jl +++ b/ext/ClimaAnalysisGeoMakieExt.jl @@ -48,7 +48,7 @@ function _geomakie_plot_on_globe!( ) length(var.dims) == 2 || error("Can only plot 2D variables") - apply_mask = _find_mask_to_apply(mask) + viz_mask, apply_mask = _find_mask_to_apply(mask) !isnothing(apply_mask) && (var = apply_mask(var)) lon_name = "" @@ -77,7 +77,7 @@ function _geomakie_plot_on_globe!( coast_kwargs = get(more_kwargs, :coast, Dict(:color => :black)) mask_kwargs = get(more_kwargs, :mask, Dict(:color => :white)) - plot_mask = !isnothing(mask) + plot_mask = !isnothing(viz_mask) var.attributes["long_name"] = ClimaAnalysis.Utils.warp_string(var.attributes["long_name"]) @@ -87,7 +87,7 @@ function _geomakie_plot_on_globe!( ax = GeoMakie.GeoAxis(place[p_loc...]; title, axis_kwargs...) plot = plot_fn(ax, lon, lat, var.data; plot_kwargs...) - plot_mask && Makie.poly!(ax, mask; mask_kwargs...) + plot_mask && Makie.poly!(ax, viz_mask; mask_kwargs...) plot_coastline && Makie.lines!(ax, GeoMakie.coastlines(); coast_kwargs...) if plot_colorbar @@ -129,9 +129,19 @@ This function assumes that the following attributes are available: The dimensions have to be longitude and latitude. -`mask` has to be an object that can be plotted by `Makie.poly`. Typically, an ocean or land -mask. `ClimaAnalysis` comes with predefined masks, check out [`Visualize.oceanmask`](@ref) and -[`Visualize.landmask`](@ref). +`mask` has to be an object that can be plotted by `Makie.poly` or a masking function. +`ClimaAnalysis` comes with predefined masks, check out [`Visualize.oceanmask`](@ref) and +[`Visualize.landmask`](@ref). Also, the corresponding mask is applied to the `OutputVar`s. +For instance, using `Visualize.landmask` means `ClimaAnalysis.apply_landmask` is applied to +the `OutputVar`s when computing the bias. One can also pass in +`ClimaAnalysis.apply_landmask`, `ClimaAnalysis.apply_oceanmask`, or a custom masking +function ([`ClimaAnalysis.Var.make_lonlat_mask`](@ref)). + +!!! note "Passing a masking function for `mask`" + ClimaAnalysis do not support mask keyword arguments for masking functions. If you want + the values of the mask to not show, then pass `true_val = NaN` as a keyword argument + to `make_lonlat_mask`. The color of `NaN` is controlled by the keyword `nan_color` which + can be passed for the plotting function (`:plot`). Additional arguments to the plotting and axis functions ======================================================= @@ -208,9 +218,19 @@ This function assumes that the following attributes are available: The dimensions have to be longitude and latitude. -`mask` has to be an object that can be plotted by `Makie.poly`. Typically, an ocean or land -mask. `ClimaAnalysis` comes with predefined masks, check out [`Visualize.oceanmask`](@ref) and -[`Visualize.landmask`](@ref). +`mask` has to be an object that can be plotted by `Makie.poly` or a masking function. +`ClimaAnalysis` comes with predefined masks, check out [`Visualize.oceanmask`](@ref) and +[`Visualize.landmask`](@ref). Also, the corresponding mask is applied to the `OutputVar`s. +For instance, using `Visualize.landmask` means `ClimaAnalysis.apply_landmask` is applied to +the `OutputVar`s when computing the bias. One can also pass in +`ClimaAnalysis.apply_landmask`, `ClimaAnalysis.apply_oceanmask`, or a custom masking +function ([`ClimaAnalysis.Var.make_lonlat_mask`](@ref)). + +!!! note "Passing a masking function for `mask`" + ClimaAnalysis do not support mask keyword arguments for masking functions. If you want + the values of the mask to not show, then pass `true_val = NaN` as a keyword argument + to `make_lonlat_mask`. The color of `NaN` is controlled by the keyword `nan_color` which + can be passed for the plotting function (`:plot`). Additional arguments to the plotting and axis functions ======================================================= @@ -285,11 +305,20 @@ based on the values of `cmap_extrema`. The dimensions have to be longitude and latitude. -`mask` has to be an object that can be plotted by `Makie.poly`. `ClimaAnalysis` comes with -predefined masks, check out [`Visualize.oceanmask`](@ref) and [`Visualize.landmask`](@ref). -Also, the corresponding mask is applied to the `OutputVar`s. For instance, using -`Visualize.landmask` means `ClimaAnalysis.apply_landmask` is applied to the `OutputVar`s -when computing the bias. +`mask` has to be an object that can be plotted by `Makie.poly` or a masking function. +`ClimaAnalysis` comes with predefined masks, check out [`Visualize.oceanmask`](@ref) and +[`Visualize.landmask`](@ref). Also, the corresponding mask is applied to the `OutputVar`s. +For instance, using `Visualize.landmask` means `ClimaAnalysis.apply_landmask` is applied to +the `OutputVar`s when computing the bias. One can also pass in +`ClimaAnalysis.apply_landmask`, `ClimaAnalysis.apply_oceanmask`, or a custom masking +function ([`ClimaAnalysis.Var.make_lonlat_mask`](@ref)). The masking function is used for +computing the bias. + +!!! note "Passing a masking function for `mask`" + ClimaAnalysis do not support mask keyword arguments for masking functions. If you want + the values of the mask to not show, then pass `true_val = NaN` as a keyword argument + to `make_lonlat_mask`. The color of `NaN` is controlled by the keyword `nan_color` which + can be passed for the plotting function (`:plot`). Additional arguments to the plotting and axis functions ======================================================= @@ -323,7 +352,7 @@ function Visualize.plot_bias_on_globe!( :mask => Dict(), ), ) - apply_mask = _find_mask_to_apply(mask) + _, apply_mask = _find_mask_to_apply(mask) bias_var = ClimaAnalysis.bias(sim, obs, mask = apply_mask) global_bias = round(bias_var.attributes["global_bias"], sigdigits = 3) @@ -380,22 +409,28 @@ function Visualize.plot_bias_on_globe!( end """ - Return the appropriate mask to apply to a `OutputVar` from the plotting `mask`. + _find_mask_to_apply(mask) -If `mask` is `Visualize.landmask()`, return `ClimaAnalysis.apply_landmask`. If `mask` is -`Visualize.oceanmask()`, return `ClimaAnalysis.apply_oceanmask`. In all other cases, return -nothing. +Return the appropriate mask for visualizing and applying the appropriate masking function to +the `OutputVar` from `mask`. The return type is a Tuple where the first element is the mask +used for visualizing (e.g. Visualize.landmask, Visualize.oceanmask or a vector of polygons) and +the second element is a mask function (e.g. Var.apply_landmask, Var.apply_oceanmask, or a +custom masking function). """ function _find_mask_to_apply(mask) + # The first element being returned is a mask used for plotting (e.g. Visualize.landmask) + # The second element being returned is a masking function (e.g. Var.apply_landmask) if isnothing(mask) - return nothing + return nothing, nothing + elseif mask isa Function + return nothing, mask elseif mask == Visualize.landmask() - return ClimaAnalysis.apply_landmask + return mask, ClimaAnalysis.apply_landmask elseif mask == Visualize.oceanmask() - return ClimaAnalysis.apply_oceanmask + return mask, ClimaAnalysis.apply_oceanmask else @warn "Mask not recognized, overplotting it. The colorbar will not be correct" - return nothing + return mask, nothing end end diff --git a/test/test_GeoMakieExt.jl b/test/test_GeoMakieExt.jl index cc7513e7..285d0128 100644 --- a/test/test_GeoMakieExt.jl +++ b/test/test_GeoMakieExt.jl @@ -237,4 +237,45 @@ using OrderedCollections output_name = joinpath(tmp_dir, "plot_custom_mask.png") Makie.save(output_name, fig13) + # Make bias with mask generating function + fig14 = Makie.Figure() + + lon = collect(range(-179.5, 179.5, 360)) + lat = collect(range(-89.5, 89.5, 180)) + data = collect(reshape(-32400:32399, (360, 180))) ./ (32399.0 / 5.0) + dims = OrderedDict(["lon" => lon, "lat" => lat]) + attribs = + Dict("long_name" => "idk", "short_name" => "short", "units" => "kg") + dim_attribs = OrderedDict([ + "lon" => Dict("units" => "deg"), + "lat" => Dict("units" => "deg"), + ]) + var = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data) + + data_zero = zeros(length(lon), length(lat)) + var_zero = ClimaAnalysis.OutputVar(attribs, dims, dim_attribs, data_zero) + + var_mask = ClimaAnalysis.OutputVar(ncpath, "gpp") + var_mask.attributes["short_name"] = "gpp" + var_mask = ClimaAnalysis.replace(var_mask, missing => NaN) + var_mask = ClimaAnalysis.slice( + var_mask, + time = ClimaAnalysis.times(var_mask) |> first, + ) + mask_fn = ClimaAnalysis.make_lonlat_mask(var_mask; set_to_val = isnan) + + ClimaAnalysis.Visualize.plot_bias_on_globe!( + fig14, + var, + var_zero, + mask = mask_fn, + cmap_extrema = (-5.0, 5.0), + # The keyword `nan_color` do not work right now for CairoMakie. + # See https://github.com/MakieOrg/Makie.jl/issues/4524 + more_kwargs = Dict( + :plot => ClimaAnalysis.Utils.kwargs(nan_color = :red), + ), + ) + output_name = joinpath(tmp_dir, "plot_bias_with_custom_mask.png") + Makie.save(output_name, fig14) end