In general, you cannot transform a function of absolute values of linear combinations of variable into pure linear problems.
Second, in particular for this problem, it is extremely simple, you do not even need any "programming" to solve it.
Condition 2 - condition 1 tells you:
2x + z - (x+y) >= 3-1=2. Or x+z-y>=2
Therefore:
|x| + |y|+|z| >= |x -y+z| >=2.
When x=1.5, y=-.5, z=0, it reaches 2.