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list manipulation - Populate an upper triangular matrix from a vector of elements


What is the best way to populate an upper triangular (or alternatively: lower triangular or symmetric) matrix from a vector of elements?


This example input:


{1, 2, 3, 4, 5, 6}

should give


{{0, 1, 2, 3},

{0, 0, 4, 5},
{0, 0, 0, 6},
{0, 0, 0, 0}}

or alternatively


{{0, 1, 2, 3}, 
{1, 0, 4, 5},
{2, 4, 0, 6},
{3, 5, 6, 0}}


or even


{{0, 0, 0, 0},
{1, 0, 0, 0},
{2, 3, 0, 0},
{4, 5, 6, 0}}

This problem has many solutions of course. I'm looking for the best (criteria: most elegant/readable, shortest, fastest) ones.


The input has length $\binom{n}{2} = \frac{n(n-1)}{2}$. Consider $n$ known. Feel free to use any version 10 functionality.



Answer



Here is a semi-imperative function to create an upper-triangular array:



upperTriangular[v_] := upperTriangular[v, (1 + Sqrt[1 + 8*Length@v])/2]

upperTriangular[v_, n_] := Module[{i = 0}, Array[If[# >= #2, 0, v[[++i]]]&, {n, n}]]

The function is expressed using two definitions for a reason that will become clear in a moment. Here it is in action:


upperTriangular @ Range @ 6

(* {{0,1,2,3},{0,0,4,5},{0,0,0,6},{0,0,0,0}} *)

If we know the square matrix size n ahead of time, and we intend to perform many such triangularizations, then it might be useful to precompile the transformation function. The following function does that, using the two-argument form of upperTriangular to write the matrix construction code:



upperTriangulizer[n_Integer, type_:_Integer] :=
Module[{v, r}
, Quiet[With[{r = upperTriangular[v, n]}, Compile[{{v, type, 1}}, r]], Part::partd]
]

Edit see the note below if this expression produces a warning


Here it is in action:


upperTriangulizer[5] @ Range[10]

(* {{0,1,2,3,4},{0,0,5,6,7},{0,0,0,8,9},{0,0,0,0,10},{0,0,0,0,0}} *)



The result is a packed array:


Developer`PackedArrayQ @ %

(* True *)

We can control the data type of the matrix elements:


upperTriangulizer[4, _Real] @ Range[6]

(* {{0.,1.,2.,3.},{0.,0.,4.,5.},{0.,0.,0.,6.},{0.,0.,0.,0.}} *)


An interesting feature of the generated function is that it involves no loops -- the resultant matrix is created by direct construction. The loops have been completely unrolled, a desirable situation for some applications:


CompiledFunctionTools`CompilePrint@upperTriangulizer[3, _Real]

(*
1 argument
4 Integer registers
9 Real registers
2 Tensor registers
Underflow checking off
Overflow checking off

Integer overflow checking on
RuntimeAttributes -> {}

T(R1)0 = A1
I0 = 0
I2 = 2
I1 = 1
I3 = 3
Result = T(R2)1


1 R0 = Part[ T(R1)0, I1]
2 R1 = Part[ T(R1)0, I2]
3 R2 = Part[ T(R1)0, I3]
4 R3 = I0
5 R4 = I0
6 R5 = I0
7 R6 = I0
8 R7 = I0
9 R8 = I0
10 T(R2)1 = {{R3, R0, R1}, {R4, R5, R2}, {R6, R7, R8}}

11 Return
*)



Note about the warning Optional::opdef


Mathematica versions 9 and earlier issue a warning when the compiled version of upperTriangulizer is defined:



Optional::opdef: "The default value for the optional argument type_:_Integer contains a pattern."



This message is defensive in nature, warning that the construction type_:_Integer is unusual. So unusual, in fact, it is frequently more likely to be a typing error rather than intentional. But in this case, the construction is intentional. We are defining a function that expects a type pattern as an argument, and we are assigning _Integer as the default pattern.



For whatever reason, version 10 no longer issues this warning message. Perhaps WRI is finding such constructions to be more common now? In any event, the message is safe to suppress on earlier versions:


Quiet[
upperTriangulizer[n_Integer, type_:_Integer] :=
Module[{v, r}
, Quiet[With[{r = upperTriangular[v, n]}, Compile[{{v, type, 1}}, r]], Part::partd]
]
, Optional::opdef
]

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