Print Triangle Wave of Numbers

Dyalog APL, 43 40 bytes

{⍉⊃⍪/⍺⍴⊂(⌽⍪⊢)(n,1-n←2×⍵)↑↑b⍴¨⍕¨b←a,1↓⌽a←⍳⍵}

{⍉⊃⍪/⍺⍴⊂(⌽⍪⊢)n(1-n←2×⍵)↑↑⍴∘⍕¨⍨a,1↓⌽a←⍳⍵} (Thanks, Moris Zucca)

This is a dyadic function with the amplitude as the right argument () and the period as the left argument (). A program that reads user input would take the same number of characters.

Drawing some inspiration from Martin Büttner's CJam answer:

{⍉⊃⍪/⍺⍴⊂(⌽⍪⊢)n(1-n←2×⍵)↑↑⍴∘⍕¨⍨a,1↓⌽a←⍳⍵}
                                   a←⍳⍵ ⍝ numbers 1 2 3, call them "a"
                                  ⌽     ⍝ reverse them: 3 2 1
                                1↓      ⍝ drop one: 2 1
                              a,        ⍝ prepend "a": 1 2 3 2 1
                         ⍴∘⍕¨⍨          ⍝ format a[i] and repeat it a[i] times:
                                        ⍝     (,'1') '22' '333' '22' (,'1')
                        ↑               ⍝ mix, i.e. obtain a character matrix:
                                        ⍝    ┌───┐
                                        ⍝    │1  │
                                        ⍝    │22 │
                                        ⍝    │333│
                                        ⍝    │22 │
                                        ⍝    │1  │
                                        ⍝    └───┘
             n(1-n←2×⍵)↑                ⍝ take a 2×⍵ by 1-2×⍵ matrix
                                        ⍝ (negative length extends backwards):
                                        ⍝    ┌─────┐
                                        ⍝    │  1  │
                                        ⍝    │  22 │
                                        ⍝    │  333│
                                        ⍝    │  22 │
                                        ⍝    │  1  │
                                        ⍝    │     │
                                        ⍝    └─────┘
        (⌽⍪⊢)                           ⍝ the reverse of it, vertically joined with it
                                        ⍝    ┌─────┐
                                        ⍝    │  1  │
                                        ⍝    │ 22  │
                                        ⍝    │333  │
                                        ⍝    │ 22  │
                                        ⍝    │  1  │
                                        ⍝    │     │
                                        ⍝    │  1  │
                                        ⍝    │  22 │
                                        ⍝    │  333│
                                        ⍝    │  22 │
                                        ⍝    │  1  │
                                        ⍝    │     │
                                        ⍝    └─────┘
     ⍺⍴⊂                                ⍝ take ⍺ copies
  ⊃⍪/                                   ⍝ join them vertically
 ⍉                                      ⍝ transpose

Python - 135 chars

A,F=map(int,raw_input().split());R=range
for y in R(-A+1,A):print"".join((" %s"%x)[-x<s*y<1]for s in(1,-1)for x in R(1,A)+R(A,-1,-1))*F

This version with a leading space is 132 chars

A,F=map(int,raw_input().split());R=range
for y in R(-A+1,A):print"".join((" %s"%x)[-x<s*y<1]for s in(1,-1)for x in R(A)+R(A,0,-1))*F

It also can be considerably shorter if not required to read from stdin or even if the input is comma separated

For comma separated input, the first line becomes

A,F=input();R=range

APL (77)

,/{×⍎⍵:⍵⋄' '}¨¨⊃∘↑∘⍕¨¨K⍴⊂(⊖M),⍨M←(2⍴N+N-1)↑(0 1↓M),⍨⌽M←(⌽⊖/¨M)×≥/¨M←⍳2⍴⊃N K←⎕