diff ext/SbplibSparseArraysExt.jl @ 1725:8317252e4535

Merge feature/lazy_tensors/sparse_conversions
author Jonatan Werpers <jonatan@werpers.com>
date Thu, 05 Sep 2024 23:16:39 +0200
parents 8787b2f9f5f8
children
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/ext/SbplibSparseArraysExt.jl	Thu Sep 05 23:16:39 2024 +0200
@@ -0,0 +1,25 @@
+module SbplibSparseArraysExt
+
+using Sbplib
+using Sbplib.LazyTensors
+
+using SparseArrays
+using Tokens
+
+"""
+    sparse(t::LazyTensor)
+
+The sparse matrix representation of `t`.
+
+If `L` is a `LazyTensor` and `v` a tensor, then `A = sparse(L)` is constructed
+so that `A*reshape(v,:) == reshape(L*v,:)`.
+"""
+function SparseArrays.sparse(t::LazyTensor)
+    v = ArrayToken(:v, prod(domain_size(t)))
+
+    v̄ = reshape(v,domain_size(t)...)
+    tv = reshape(t*v̄, :)
+    return Tokens._to_matrix(tv, prod(range_size(t)), prod(domain_size(t)))
+end
+
+end