Hi there,

You can do it by calling down to FPyLLL which (together with NTL) powers 
lattice reduction in Sage. Here’s an example:

#+begin_src jupyter-python :kernel sagemath
A = random_matrix(ZZ, 10, 10, x=-1, y=2)
A.echelonize() # make it interesting by turning into HNF
print("# Input")
print(A)
print()

from fpylll import IntegerMatrix, GSO, LLL
B = IntegerMatrix.from_matrix(A)
M = GSO.Mat(B)
M.update_gso()
L = LLL.Reduction(M)
L.size_reduction()
C = B.to_matrix(matrix(ZZ, 10, 10)) # back to Sage's format

print("# Output")
print(C)
print()
#+end_src

#+RESULTS:
#+begin_example
# Input
[  1   0   0   0   0   0   0   0   0  41]
[  0   1   0   0   0   0   0   0   0  34]
[  0   0   1   0   0   0   0   0   1  27]
[  0   0   0   1   0   0   0   0   1  96]
[  0   0   0   0   1   0   0   0   0  38]
[  0   0   0   0   0   1   0   0   1  78]
[  0   0   0   0   0   0   1   0   1   1]
[  0   0   0   0   0   0   0   1   1  91]
[  0   0   0   0   0   0   0   0   2  69]
[  0   0   0   0   0   0   0   0   0 100]

# Output
[  1   0   0   0   0   0   0   0   0  41]
[ -1   1   0   0   0   0   0   0   0  -7]
[ -1   0   1   0   0   0   0   0   1 -14]
[ -1  -1  -1   1   0   0   0   0   0  -6]
[ -1   0   0   0   1   0   0   0   0  -3]
[  0   0   0  -1   0   1   0   0   0 -18]
[  0   0   0   0   0   0   1   0   1   1]
[  0   0   0  -1   0   0   0   1   0  -5]
[  1   0   0  -1   0   0   0   0   1  14]
[  0   0   0  -1   0   0   0   0  -1   4]
#+end_example


Cheers,
Martin

Santanu Sarkar <[email protected]> writes:
> Dear all,
>    In Sagemath, is it possible to change a basis
> of a lattice which is size reduced? That is my interest is only on
> 1st condition of LLL basis.
>
>
> Kind regards,
> Santanu


-- 

_pgp: https://keybase.io/martinralbrecht
_www: https://malb.io

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