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modified: test/utilities.jl
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	modified:   test/runtests.jl
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akshaysridhar committed Mar 8, 2024
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1 change: 1 addition & 0 deletions test/runtests.jl
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Expand Up @@ -9,6 +9,7 @@ using Test

#! format: off
@safetestset "Aqua" begin @time include("aqua.jl") end
@safetestset "Callbacks" begin @time include("callbacks.jl") end
@safetestset "Utilities" begin @time include("utilities.jl") end
@safetestset "Parameter tests" begin @time include("parameter_tests.jl") end
@safetestset "Coupler Compatibility" begin @time include("coupler_compatibility.jl") end
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345 changes: 340 additions & 5 deletions test/utilities.jl
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Expand Up @@ -3,6 +3,121 @@ using Random
Random.seed!(1234)
import ClimaAtmos as CA

### BoilerPlate Code
using ClimaComms
using IntervalSets

import ClimaCore:
ClimaCore,
Domains,
Geometry,
Grids,
Fields,
Operators,
Meshes,
Spaces,
Quadratures,
Topologies,
Hypsography


FT = Float32

function get_cartesian_spaces(; FT = Float32)
xlim = (FT(0), FT(π))
zlim = (FT(0), FT(π))
helem = 5
velem = 10
npoly = 5
ndims = 3
stretch = Meshes.Uniform()
device = ClimaComms.CPUSingleThreaded()
comms_context = ClimaComms.SingletonCommsContext(device)
# Horizontal Grid Construction
quad = Quadratures.GLL{npoly + 1}()
horzdomain = Domains.RectangleDomain(
Geometry.XPoint{FT}(xlim[1]) .. Geometry.XPoint{FT}(xlim[2]),
Geometry.YPoint{FT}(xlim[1]) .. Geometry.YPoint{FT}(xlim[2]),
x1periodic = true,
x2periodic = true,
)
# Assume same number of elems (helem) in (x,y) directions
horzmesh = Meshes.RectilinearMesh(horzdomain, helem, helem)
horz_topology = Topologies.Topology2D(
comms_context,
horzmesh,
Topologies.spacefillingcurve(horzmesh),
)
h_space =
Spaces.SpectralElementSpace2D(horz_topology, quad, enable_bubble = true)

horz_grid = Spaces.grid(h_space)

# Vertical Grid Construction
vertdomain = Domains.IntervalDomain(
Geometry.ZPoint{FT}(zlim[1]),
Geometry.ZPoint{FT}(zlim[2]);
boundary_names = (:bottom, :top),
)
vertmesh = Meshes.IntervalMesh(vertdomain, stretch, nelems = velem)
vert_face_space = Spaces.FaceFiniteDifferenceSpace(vertmesh)
vert_topology = Topologies.IntervalTopology(
ClimaComms.SingletonCommsContext(device),
vertmesh,
)
vert_grid = Grids.FiniteDifferenceGrid(vert_topology)
ArrayType = ClimaComms.array_type(device)
grid = Grids.ExtrudedFiniteDifferenceGrid(horz_grid, vert_grid)
cent_space = Spaces.CenterExtrudedFiniteDifferenceSpace(grid)
face_space = Spaces.FaceExtrudedFiniteDifferenceSpace(grid)
return (
helem = helem,
cent_space = cent_space,
face_space = face_space,
xlim = xlim,
zlim = zlim,
velem = velem,
npoly = npoly,
quad = quad,
)
end

function get_coords(cent_space, face_space)
ccoords = Fields.coordinate_field(cent_space)
fcoords = Fields.coordinate_field(face_space)
return ccoords, fcoords
end

function taylor_green_ic(coords)
u = @. sin(coords.x) * cos(coords.y) * cos(coords.z)
v = @. -cos(coords.x) * sin(coords.y) * cos(coords.z)
#TODO: If a w field is introduced include it here.
return u, v, u .* 0
end

function get_test_functions(cent_space, face_space)
ccoords, fcoords = get_coords(cent_space, face_space)
FT = eltype(ccoords)
Q = zero.(ccoords.x)
# Exact velocity profiles
u, v, w = taylor_green_ic(ccoords)
ᶠu, ᶠv, ᶠw = taylor_green_ic(fcoords)
(; x, y, z) = ccoords
UVW = Geometry.UVWVector
# Assemble (Cartesian) velocity
ᶜu = @. UVW(Geometry.UVector(u)) +
UVW(Geometry.VVector(v)) +
UVW(Geometry.WVector(w))
ᶠu = @. UVW(Geometry.UVector(ᶠu)) +
UVW(Geometry.VVector(ᶠv)) +
UVW(Geometry.WVector(ᶠw))
# Get covariant components
uₕ = @. Geometry.Covariant12Vector(ᶜu)
uᵥ = @. Geometry.Covariant3Vector(ᶠu)
return uₕ, uᵥ
end


@testset "sort_hdf5_files" begin
day_sec(t) =
(floor(Int, t / (60 * 60 * 24)), floor(Int, t % (60 * 60 * 24)))
Expand All @@ -16,17 +131,237 @@ import ClimaAtmos as CA
end

@testset "gaussian_smooth" begin

# No smooth on constant
@test CA.gaussian_smooth(3.0 * ones(132, 157)) 3.0 * ones(132, 157)

randy = rand(123, 145)

smoothed = CA.gaussian_smooth(randy)

# min
@test extrema(randy)[1] <= smoothed[1]

# max
@test extrema(randy)[2] >= smoothed[2]
end

@testset "kinetic_energy (c.f. analytical function)" begin
(; cent_space, face_space) = get_cartesian_spaces()
ccoords, fcoords = get_coords(cent_space, face_space)
uₕ, uᵥ = get_test_functions(cent_space, face_space)
(; x, y, z) = ccoords
# Type helpers
C1 = Geometry.Covariant1Vector
C2 = Geometry.Covariant2Vector
C3 = Geometry.Covariant3Vector
C12 = Geometry.Covariant12Vector
CT123 = Geometry.Contravariant123Vector
# Exercise function
κ = zeros(cent_space)
CA.compute_kinetic!(κ, uₕ, uᵥ)
ᶜκ_exact = @. 1 // 2 *
cos(z)^2 *
((sin(x)^2) * (cos(y)^2) + (cos(x)^2) * (sin(y)^2))
# Test upto machine precision approximation
@test ᶜκ_exact κ
end

@testset "compute_strain_rate (c.f. analytical function)" begin
# Test compute_strain_rate_face
(; helem, cent_space, face_space) = get_cartesian_spaces()
ccoords, fcoords = get_coords(cent_space, face_space)
UVW = Geometry.UVWVector
C123 = Geometry.Covariant123Vector
# Alloc scratch space
ᶜϵ =
ᶜtemp_UVWxUVW = Fields.Field(
typeof(UVW(FT(0), FT(0), FT(0)) * UVW(FT(0), FT(0), FT(0))'),
cent_space,
) # ᶜstrain_rate
ᶠϵ =
ᶠtemp_UVWxUVW = Fields.Field(
typeof(UVW(FT(0), FT(0), FT(0)) * UVW(FT(0), FT(0), FT(0))'),
face_space,
)
u, v, w = taylor_green_ic(ccoords)
ᶠu, ᶠv, ᶠw = taylor_green_ic(fcoords)

(; x, y, z) = ccoords
UVW = Geometry.UVWVector
# Assemble (Cartesian) velocity
ᶜu = @. UVW(Geometry.UVector(u)) +
UVW(Geometry.VVector(v)) +
UVW(Geometry.WVector(w))
ᶠu = @. UVW(Geometry.UVector(ᶠu)) +
UVW(Geometry.VVector(ᶠv)) +
UVW(Geometry.WVector(ᶠw))
CA.compute_strain_rate_center!(ᶜϵ, Geometry.Covariant123Vector.(ᶠu))
CA.compute_strain_rate_face!(ᶠϵ, Geometry.Covariant123Vector.(ᶜu))
# Check by component, verify symmetry.
# Strain rate functions only compute vertical derivatives right now.
# Thus, terms in horizontal derivatives must be zero.
# FIXME: (This needs to be updated if a 3d operator is introduced.

# Center valued strain rate
@test ᶜϵ.components.data.:1 == ᶜϵ.components.data.:1 .* FT(0)
@test ᶜϵ.components.data.:5 == ᶜϵ.components.data.:7 .* FT(0)
@test ᶜϵ.components.data.:3 == ᶜϵ.components.data.:7
@test ᶜϵ.components.data.:2 == ᶜϵ.components.data.:4
@test ᶜϵ.components.data.:6 == ᶜϵ.components.data.:8

ᶜϵ₁₃ = ᶜϵ.components.data.:3
ᶜϵ₂₃ = ᶜϵ.components.data.:6
c₁₃ = @. -1 // 2 * sin(x) * cos(y) * sin(z)
c₂₃ = @. 1 // 2 * cos(x) * sin(y) * sin(z)
maximum(abs.((ᶜϵ₁₃ .- c₁₃) ./ (c₁₃ .+ eps(Float32)) .* 100)) < FT(0.5)
maximum(abs.((ᶜϵ₂₃ .- c₂₃) ./ (c₂₃ .+ eps(Float32)) .* 100)) < FT(0.5)

# Face valued strain-rate
(; x, y, z) = fcoords
ᶠϵ₁₃ = ᶠϵ.components.data.:3
ᶠϵ₂₃ = ᶠϵ.components.data.:6
f₁₃ = @. -1 // 2 * sin(x) * cos(y) * sin(z)
f₂₃ = @. 1 // 2 * cos(x) * sin(y) * sin(z)
# Check boundary conditions (see src/utils/utilities)
# `slab` works per element
for elem_id in 1:helem
@test maximum(
abs.(
Fields.field_values(
Fields.slab(f₁₃, 1, elem_id) .-
Fields.slab(ᶠϵ₁₃, 1, elem_id),
)
),
) < eps(FT) # bottom face
@test maximum(
abs.(
Fields.field_values(
Fields.slab(f₁₃, 11, elem_id) .-
Fields.slab(ᶠϵ₁₃, 11, elem_id),
)
),
) < eps(FT) # top face
end
end

@testset "horizontal integral at boundary" begin
# Test both `horizontal_integral_at_boundary` methods
(; cent_space, face_space) = get_cartesian_spaces()
_, fcoords = get_coords(cent_space, face_space)
ᶠu, ᶠv, ᶠw = taylor_green_ic(fcoords)
FT = eltype(ᶠu)
halflevel = ClimaCore.Utilities.half
y₁ = CA.horizontal_integral_at_boundary(ᶠu, halflevel)
y₂ = CA.horizontal_integral_at_boundary(ᶠv, halflevel)
y₃ = CA.horizontal_integral_at_boundary(ᶠw, halflevel)
@test y₁ <= sqrt(eps(FT))
@test y₂ <= sqrt(eps(FT))
@test y₃ == y₃
ᶠuₛ = Fields.level(ᶠu, halflevel)
ᶠvₛ = Fields.level(ᶠv, halflevel)
ᶠwₛ = Fields.level(ᶠw, halflevel)
y₁ = CA.horizontal_integral_at_boundary(ᶠuₛ)
y₂ = CA.horizontal_integral_at_boundary(ᶠvₛ)
y₃ = CA.horizontal_integral_at_boundary(ᶠwₛ)
@test y₁ <= sqrt(eps(FT))
@test y₂ <= sqrt(eps(FT))
@test y₃ == y₃
end

@testset "get mesh metrics" begin
# We have already constructed cent_space and face_space (3d)
# > These contain local geometry properties.
# If grid properties change the updates will need to be caught in this
# g³³_field function

# This just tests getter functions
# Correctness is checked in ClimaCore.jl
(; cent_space, face_space) = get_cartesian_spaces()
lg_gⁱʲ = cent_space.grid.center_local_geometry.gⁱʲ
lg_g³³ = lg_gⁱʲ.components.data.:9
@test Fields.field_values(
CA.g³³_field(Fields.coordinate_field(cent_space).x),
) == lg_g³³
@test maximum(abs.(lg_g³³ .- CA.g³³.(lg_gⁱʲ).components.data.:1)) == FT(0)
@test maximum(abs.(CA.g³ʰ.(lg_gⁱʲ).components.data.:1)) == FT(0)
@test maximum(abs.(CA.g³ʰ.(lg_gⁱʲ).components.data.:2)) == FT(0)
end

@testset "interval domain" begin
# Interval Spaces
(; zlim, velem) = get_cartesian_spaces()
line_mesh = CA.periodic_line_mesh(; x_max = zlim[2], x_elem = velem)
@test line_mesh isa Meshes.IntervalMesh
@test Geometry.XPoint(zlim[1]) == Meshes.domain(line_mesh).coord_min
@test Geometry.XPoint(zlim[2]) == Meshes.domain(line_mesh).coord_max
@test velem == Meshes.nelements(line_mesh)
end

@testset "periodic rectangle meshes (spectral elements)" begin
# Interval Spaces
(; xlim, zlim, velem, helem, npoly) = get_cartesian_spaces()
rectangle_mesh = CA.periodic_rectangle_mesh(;
x_max = xlim[2],
y_max = xlim[2],
x_elem = helem,
y_elem = helem,
)
@test rectangle_mesh isa Meshes.RectilinearMesh
@test Meshes.domain(rectangle_mesh) isa Meshes.RectangleDomain
@test Meshes.nelements(rectangle_mesh) == helem^2
@test Meshes.element_horizontal_length_scale(rectangle_mesh) ==
eltype(xlim)(π / npoly)
@test Meshes.elements(rectangle_mesh) == CartesianIndices((helem, helem))
end

@testset "make horizontal spaces" begin

(; xlim, zlim, velem, helem, npoly, quad) = get_cartesian_spaces()
device = ClimaComms.CPUSingleThreaded()
comms_ctx = ClimaComms.context(device)
FT = eltype(xlim)
# 1D Space
line_mesh = CA.periodic_line_mesh(; x_max = zlim[2], x_elem = velem)
@test line_mesh isa Meshes.AbstractMesh1D
horz_plane_space =
CA.make_horizontal_space(line_mesh, quad, comms_ctx, true)
@test Spaces.column(horz_plane_space, 1, 1) isa Spaces.PointSpace

# 2D Space
rectangle_mesh = CA.periodic_rectangle_mesh(;
x_max = xlim[2],
y_max = xlim[2],
x_elem = helem,
y_elem = helem,
)
@test rectangle_mesh isa Meshes.AbstractMesh2D
horz_plane_space =
CA.make_horizontal_space(rectangle_mesh, quad, comms_ctx, true)
@test Spaces.nlevels(horz_plane_space) == 1
@test Spaces.node_horizontal_length_scale(horz_plane_space) ==
FT/ npoly / 5)
@test Spaces.column(horz_plane_space, 1, 1, 1) isa Spaces.PointSpace
end

@testset "make hybrid spaces" begin
(; cent_space, face_space, xlim, zlim, velem, helem, npoly, quad) =
get_cartesian_spaces()
device = ClimaComms.CPUSingleThreaded()
comms_ctx = ClimaComms.context(device)
z_stretch = Meshes.Uniform()
rectangle_mesh = CA.periodic_rectangle_mesh(;
x_max = xlim[2],
y_max = xlim[2],
x_elem = helem,
y_elem = helem,
)
horz_plane_space =
CA.make_horizontal_space(rectangle_mesh, quad, comms_ctx, true)
test_cent_space, test_face_space = CA.make_hybrid_spaces(
horz_plane_space,
zlim[2],
velem,
z_stretch;
surface_warp = nothing,
topo_smoothing = false,
deep = false,
)
@test test_cent_space == cent_space
@test test_face_space == face_space
end

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