# This file is a part of JuliaFEM. # License is MIT: see https://github.com/JuliaFEM/JuliaFEM.jl/blob/master/LICENSE.md """ Mass-matrix microkernel tests through the DOF-based assembler. What the test file proves: 1. **Default kernel produces zero `M`.** A `ContinuumKernel` / `HeatKernel` constructed without `density` / `heat_capacity` returns `evaluate_mass_entry == 0` so both `apply_M!` and `assemble_M!` produce a structural-zero `M`. Existing static-only tests stay valid. 2. **Consistent mass matrix is correct.** With unit density on a unit cube, the row-sum of `M` (which equals `sum(M*1) = ∫ ρ dV = ρ·V`) matches `density * volume` to round-off — for elasticity it sums each component independently, for heat it sums the scalar field. 3. **`M` is symmetric, SPD on the active DOFs, and `apply_M!` matches `M * x`** to round-off for several random `x`. 4. **Density scaling is linear.** Doubling `density` doubles every entry of `M` exactly. 5. **Block-diagonal in components.** The elasticity mass matrix has no `(α, β)` cross terms — `M[i_x, j_y] == 0` for any node pair. 6. **Zero allocations.** Both `apply_M!` and `assemble_M!` allocate 0 bytes per call after warmup, same hard contract as `apply_K!` / `assemble!`. 7. **Cache reuse.** Calling `assemble!` then `assemble_M!` on the same cache produces an independent `K` and `M`, both correct. The combination of (2) and (4) verifies the `evaluate_mass_entry` microkernel is *the* place to extend mass behaviour — variable density materials drop in by overriding `evaluate_mass_entry` for a new kernel type without touching the assembler. """ using Test using JuliaFEM using JuliaFEM: ContinuumFormulation, FullThreeD, Temperature, Vertex using JuliaFEM: @DOFSet, DOF using JuliaFEM: LinearElastic, Displacement, ContinuumKernel using JuliaFEM: HeatConductivity, HeatKernel using JuliaFEM: DOFBasedCOOAssembler, DOFBasedCOOCache using JuliaFEM: apply_K!, apply_M!, assemble_M!, extract_system using JuliaFEM: create_elements! using LinearAlgebra using SparseArrays using Tensors using Random # ---------------------------------------------------------------------------- # Mesh helpers (mirror the other DOF-based test files; kept local so this # file stays independent and the WARNINGS about helper redefinitions are # expected when the suites run together). # ---------------------------------------------------------------------------- function _build_hex8_box(nx::Int, ny::Int, nz::Int) nodes = Vec{3,Float64}[] nidx(i, j, k) = (i - 1) + (j - 1) * (nx + 1) + (k - 1) * (nx + 1) * (ny + 1) + 1 for k in 1:(nz + 1), j in 1:(ny + 1), i in 1:(nx + 1) push!(nodes, Vec{3}((Float64(i - 1) / nx, Float64(j - 1) / ny, Float64(k - 1) / nz))) end conns = NTuple{8,UInt32}[] for k in 1:nz, j in 1:ny, i in 1:nx n1 = nidx(i, j, k) n2 = nidx(i + 1, j, k) n3 = nidx(i + 1, j + 1, k) n4 = nidx(i, j + 1, k) n5 = nidx(i, j, k + 1) n6 = nidx(i + 1, j, k + 1) n7 = nidx(i + 1, j + 1, k + 1) n8 = nidx(i, j + 1, k + 1) push!(conns, (UInt32(n1), UInt32(n2), UInt32(n3), UInt32(n4), UInt32(n5), UInt32(n6), UInt32(n7), UInt32(n8))) end return Mesh{8,Hexahedron{8}}(nodes, conns) end "Set up DOF-based elasticity assembly with optional density." function _setup_elasticity(mesh; density::Float64 = 0.0) material = LinearElastic(E = 210e9, ν = 0.3) kernel = ContinuumKernel(ContinuumFormulation{FullThreeD}(), material, Displacement{3}(); density = density) S = @DOFSet{u::DOF{Displacement{3}, Vertex}} elements, dof_mgr = create_elements!(mesh, Element{Hexahedron{8}, Lagrange{1}, S}) asm = DOFBasedCOOAssembler() cache = DOFBasedCOOCache(elements, dof_mgr, mesh, kernel) return cache, asm, kernel, mesh end "Set up DOF-based heat assembly with optional heat capacity." function _setup_heat(mesh; heat_capacity::Float64 = 0.0) material = HeatConductivity(k = 50.2) kernel = HeatKernel(ContinuumFormulation{FullThreeD}(), material, Temperature(); heat_capacity = heat_capacity) S = @DOFSet{T::DOF{Temperature, Vertex}} elements, dof_mgr = create_elements!(mesh, Element{Hexahedron{8}, Lagrange{1}, S}) asm = DOFBasedCOOAssembler() cache = DOFBasedCOOCache(elements, dof_mgr, mesh, kernel) return cache, asm, kernel, mesh end # ---------------------------------------------------------------------------- # 1. Default kernels (no density) → structurally-zero M # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: default kernels return structural-zero M" begin println("\n" * "=" ^ 70) println("MASS MATRIX — defaults (no density / heat_capacity)") println("=" ^ 70) @testset "ContinuumKernel default density" begin mesh = _build_hex8_box(2, 1, 1) cache, asm, kernel, m = _setup_elasticity(mesh) @test kernel.density == 0.0 assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) @test maximum(abs, M) == 0.0 x = randn(cache.ndofs); y = zeros(cache.ndofs) apply_M!(y, cache, asm, kernel, m, x) @test all(iszero, y) println(" ContinuumKernel density=0 M structural zero ✓") end @testset "HeatKernel default heat_capacity" begin mesh = _build_hex8_box(2, 1, 1) cache, asm, kernel, m = _setup_heat(mesh) @test kernel.heat_capacity == 0.0 assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) @test maximum(abs, M) == 0.0 x = randn(cache.ndofs); y = zeros(cache.ndofs) apply_M!(y, cache, asm, kernel, m, x) @test all(iszero, y) println(" HeatKernel heat_capacity=0 M structural zero ✓") end end # ---------------------------------------------------------------------------- # 2. Correctness: row-sum = ρ·V, symmetry, SPD, apply_M! matches M*x. # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: correctness (row-sum, symmetry, SPD, apply_M!)" begin println("\n" * "=" ^ 70) println("MASS MATRIX — CORRECTNESS (consistent M)") println("=" ^ 70) Random.seed!(20260508) @testset "Heat: ρcp = 1, unit cube" begin ρcp = 1.0 mesh = _build_hex8_box(2, 2, 2) cache, asm, kernel, m = _setup_heat(mesh; heat_capacity = ρcp) n = cache.ndofs assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) # Symmetric to round-off @test maximum(abs, M - M') < 1e-12 * maximum(abs, M) # Row-sum: sum(M*1) = ρcp · ∫ dV = ρcp · 1.0 (unit cube) rowsum_total = sum(M * ones(n)) @test isapprox(rowsum_total, ρcp * 1.0; rtol = 1e-12) # SPD: every diagonal positive, x' M x > 0 for several random x @test all(>(0.0), diag(M)) for _ in 1:5 x = randn(n) @test x' * M * x > 0.0 end # apply_M! ≡ M * x to round-off max_rel = 0.0 for _ in 1:5 x = randn(n) y_ref = M * x y_mf = zeros(n); apply_M!(y_mf, cache, asm, kernel, m, x) rel = norm(y_mf - y_ref) / max(norm(y_ref), 1.0) @test rel < 1e-12 max_rel = max(max_rel, rel) end println(" Heat ndof=$n rowsum=$(round(rowsum_total; sigdigits = 5)) " * "(expected $(ρcp)) max(apply_M! vs M*x)=$(round(max_rel; sigdigits = 3))") end @testset "Elasticity: ρ = 1, unit cube" begin ρ = 1.0 mesh = _build_hex8_box(2, 2, 2) cache, asm, kernel, m = _setup_elasticity(mesh; density = ρ) n = cache.ndofs assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) # Symmetric to round-off @test maximum(abs, M - M') < 1e-12 * maximum(abs, M) # Row-sum per component: each of the 3 displacement components # independently has sum = ρ · V. Total row-sum is 3 · ρ · V. rowsum_total = sum(M * ones(n)) @test isapprox(rowsum_total, 3 * ρ * 1.0; rtol = 1e-12) @test all(>(0.0), diag(M)) max_rel = 0.0 for _ in 1:5 x = randn(n) y_ref = M * x y_mf = zeros(n); apply_M!(y_mf, cache, asm, kernel, m, x) rel = norm(y_mf - y_ref) / max(norm(y_ref), 1.0) @test rel < 1e-12 max_rel = max(max_rel, rel) end println(" Elast ndof=$n rowsum=$(round(rowsum_total; sigdigits = 5)) " * "(expected $(3 * ρ)) max(apply_M! vs M*x)=$(round(max_rel; sigdigits = 3))") end end # ---------------------------------------------------------------------------- # 3. Density scaling is linear. # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: density scaling is linear" begin mesh = _build_hex8_box(2, 1, 1) cache_a, asm_a, kernel_a, m_a = _setup_elasticity(mesh; density = 1.0) cache_b, asm_b, kernel_b, m_b = _setup_elasticity(mesh; density = 2.5) assemble_M!(cache_a, asm_a, kernel_a, m_a); M_a, _ = extract_system(cache_a) assemble_M!(cache_b, asm_b, kernel_b, m_b); M_b, _ = extract_system(cache_b) @test maximum(abs, M_b - 2.5 * M_a) < 1e-12 * maximum(abs, M_a) end # ---------------------------------------------------------------------------- # 4. Block-diagonal structure of the elasticity mass matrix. # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: elasticity mass is block-diagonal in components" begin mesh = _build_hex8_box(1, 1, 1) cache, asm, kernel, m = _setup_elasticity(mesh; density = 1.0) n = cache.ndofs assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) Md = Matrix(M) # DOF layout for displacement is (node, x), (node, y), (node, z) per node. # `local_dof_layout(Element{Hex8, ...})` orders them this way, and # `create_elements!` produces a global numbering matching that order. # So DOF index `3*(node-1) + α` for component α ∈ {1,2,3}. nnodes = length(m.nodes) @test n == 3 * nnodes # Cross-component blocks must be zero — pick a random pair of nodes # and verify M[i_x, j_y], M[i_x, j_z], M[i_y, j_z] are all zero. Random.seed!(20260508) for _ in 1:5 i = rand(1:nnodes); j = rand(1:nnodes) for (αi, αj) in ((1, 2), (1, 3), (2, 3), (2, 1), (3, 1), (3, 2)) row = 3 * (i - 1) + αi col = 3 * (j - 1) + αj @test Md[row, col] == 0.0 end end end # ---------------------------------------------------------------------------- # 5. Zero-alloc + KA-untouched contract. # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: zero allocations (apply_M! + assemble_M!)" begin println("\n" * "=" ^ 70) println("MASS MATRIX — ZERO-ALLOC") println("=" ^ 70) @testset "Elast cube $(nx)×$(ny)×$(nz)" for (nx, ny, nz) in [(1, 1, 1), (2, 1, 1), (3, 2, 2)] mesh = _build_hex8_box(nx, ny, nz) cache, asm, kernel, m = _setup_elasticity(mesh; density = 7850.0) n = cache.ndofs x = ones(n); y = zeros(n) # warmup assemble_M!(cache, asm, kernel, m) apply_M!(y, cache, asm, kernel, m, x) GC.gc() a_asm = @allocated assemble_M!(cache, asm, kernel, m) @test a_asm == 0 GC.gc() a_mf = @allocated apply_M!(y, cache, asm, kernel, m, x) @test a_mf == 0 nelems = length(m.connectivity) println(" Elast $(nx)×$(ny)×$(nz) $(lpad(nelems,3)) elem " * "$(lpad(n,4)) dof assemble_M!=$a_asm apply_M!=$a_mf") end @testset "Heat cube $(nx)×$(ny)×$(nz)" for (nx, ny, nz) in [(1, 1, 1), (2, 1, 1), (3, 2, 2)] mesh = _build_hex8_box(nx, ny, nz) cache, asm, kernel, m = _setup_heat(mesh; heat_capacity = 3500.0) n = cache.ndofs x = ones(n); y = zeros(n) assemble_M!(cache, asm, kernel, m) apply_M!(y, cache, asm, kernel, m, x) GC.gc() a_asm = @allocated assemble_M!(cache, asm, kernel, m) @test a_asm == 0 GC.gc() a_mf = @allocated apply_M!(y, cache, asm, kernel, m, x) @test a_mf == 0 nelems = length(m.connectivity) println(" Heat $(nx)×$(ny)×$(nz) $(lpad(nelems,3)) elem " * "$(lpad(n,4)) dof assemble_M!=$a_asm apply_M!=$a_mf") end end # ---------------------------------------------------------------------------- # 6. Cache reuse: assemble! then assemble_M! produces correct K and M. # ---------------------------------------------------------------------------- @testset "evaluate_mass_entry: cache reuse (K then M)" begin println("\n" * "=" ^ 70) println("MASS MATRIX — CACHE REUSE (assemble! then assemble_M!)") println("=" ^ 70) mesh = _build_hex8_box(2, 2, 2) cache, asm, kernel, m = _setup_elasticity(mesh; density = 7850.0) n = cache.ndofs # 1. Assemble K, extract. assemble!(cache, asm, kernel, m) K, _ = extract_system(cache) # 2. Then assemble M into the *same* cache, extract. assemble_M!(cache, asm, kernel, m) M, _ = extract_system(cache) # K and M are independent SparseMatrixCSC instances now. # K must be SPD on free DOFs; M must be SPD outright (positive # diagonal, x' M x > 0). @test maximum(abs, K - K') < 1e-9 * maximum(abs, K) @test maximum(abs, M - M') < 1e-12 * maximum(abs, M) # M's row-sum must still equal 3 ρ V (unaffected by the prior K assembly). rowsum_total = sum(M * ones(n)) @test isapprox(rowsum_total, 3 * 7850.0 * 1.0; rtol = 1e-12) # Quick sanity: K is *not* M (would imply the cache wasn't reset # between the two assemblies). @test maximum(abs, K - M) > 0.5 * maximum(abs, K) println(" Hex8 2×2×2 ndof=$n K SPD ✓ M SPD ✓ rowsum(M)=" * "$(round(rowsum_total; sigdigits = 5)) (expected $(3 * 7850.0))") end