Trees
Rustom Mody
rustompmody at gmail.com
Tue Jan 20 20:23:39 EST 2015
On Wednesday, January 21, 2015 at 3:18:03 AM UTC+5:30, Mario wrote:
> rustompmody says...
> >
> > Yeah python has trees alright.
> >
> > Heres' some simple tree-code
>
> Didn't you just demonstrate that Python has no trees and instead you
> have to implement them yourself (or use a third-party implementation)?
>
> I don't know what's the point of all this vain and misleading play with
> words.
Point.
You snipped off Terry's lines which I was replying (rather adding) to:
> Sequences nested withing sequences can be regarded as trees, and Python
> has these. I regard Lisp as a tree processing languages, as it must be
> to manipulate, for example, code with nested structures.
To those who are familiar with Lisp this is not new.
To others it is likely too dense to be easily comprehensible.
> Not only most languages don't implement trees in their standard
> libraries (its no shame, it's no sin), but also it's quite evident that
> there's a big difference between implementing a data structure yourself
> through the application of language facilities and seeing that data
> structure already implemented for you in the standard library.
Its not a binary but a spectrum.
Do the equivalent of "implement yourself with language facilities"
in C or Java for the above code and you will see one end of the spectrum.
Here's Haskell at the other end of the spectrum:
[Renamed the (I)nternal tag to the (B)ranch tag because of I-1 visual clash]
===================
## The type
data Tree t = L t | B t (Tree t) (Tree t)
## The depth first algorithm
dfs (L x) = [x]
dfs (B x lst rst) = [x] ++ dfs lst ++ dfs rst
## Example tree:
t = (B 6 (B 2 (L 1) (B 4 (L 3) (L 5))) (B 8 (L 7) (L 9)))
## Example run
*Main> dfs t
[6,2,1,4,3,5,8,7,9]
==================
The Haskell is bullseye¹ in capturing the essense of a tree because
conceptually a tree of type t is recursive in the sense that it can contain
2 subtrees -- (B x lst rst) -- or its a base case -- L x.
The same thing in C needs a mutually recursive data structure:
One needs two types – a node *containing* pointers; a pointer *pointing* to node
And then go from binary to n-ary trees and the shit hits the ceiling:
4-way mutual recursion: Tree-node, tree-node-pointer; list-node; list-pointer.
Completely transparent in Haskell:
data Nary t = Tr t [Nary t]
Python's not as trivial to get right as Haskell
[get one of the subtrees wrong and the error-messages are quite unhelpful]
However its way better than C.
So there's a spectrum C → Java → Python → Haskell → Tree-DSL²
============
¹ Well not quite bullseye because a mathematician would prefer a
*set* of subtrees where we get at best a *list*
² eg UUAG http://www.andres-loeh.de/AGee.pdf
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