Marwa permutations

Any seven-note scale can be built by stacking 'variable-sized fourths' found by stepping through the scale taking every third note (in a seven-note scale a fourth spans three scale steps). For example, taking the scale

1/1, 9/8, 7/6, 4/3, 3/2, 14/9, 7/4, 2/1

stepping through by three steps, wrapping at the octave

4/3  /  1/1   ->  4/3
7/4  /  4/3   ->  21/16
7/6  /  7/4   ->  4/3
14/9 /  7/6   ->  4/3
9/8  /  14/9  ->  81/56
3/2  /  9/8   ->  4/3
2/1  /  3/2   ->  4/3

we get the fourths

4/3, 21/16, 4/3, 4/3, 81/56, 4/3, 4/3

Stacking these fourths gives

                  1/1
1/1  *  4/3   ->  4/3
4/3  *  21/16 ->  7/4
7/4  *  4/3   ->  7/6
7/6  *  4/3   ->  14/9
14/9 *  81/56 ->  9/8
9/8  *  4/3   ->  3/2
3/2  *  4/3   ->  2/1

reproducing our original scale.

By stacking the same fourths in a different order, we get scales related to our original scale; these are called Marwa permutations. For example, permuting the fourths to give

4/3, 21/16, 4/3, 81/56, 4/3, 4/3, 4/3

and stacking gives the scale

1/1, 9/8, 7/6, 4/3, 3/2, 27/16, 7/4, 2/1

different from the original scale or any of its modes.

As starting scales, Wilson takes tetrachordal scales built from two of the same tetrachord. For example, stacking the steps of Archytas' diatonic tetrachord (28/27, 8/7, 9/8), a whole tone 9/8, and those steps again gives the scale

1/1, 28/27, 32/27, 4/3, 3/2, 14/9, 16/9, 2/1

which is built from fourths

4/3, 4/3, 4/3, 21/16, 4/3, 81/56, 4/3

Our example scale fourths are a permutation of these.

Wilson has a specific scheme for which permutations to consider, perhaps best appreciated by looking at the diagrams in the Marwa Permutations paper and implemented in the code below.

Further reading

Python code
"""
>>> from collections import Counter
>>> ts = tetrachordal_scale(Fraction(28, 27), Fraction(8, 7), Fraction(9, 8))
>>> tetrachordal_fourths = step_through(ts, 3)
>>> fourths = [Fraction(21, 16), Fraction(81, 56)] + 5 * [Fraction(4, 3)]
>>> assert Counter(fourths) == Counter(tetrachordal_fourths)
>>> marwa(fourths)[13]
[Fraction(1, 1), Fraction(28, 27), Fraction(32, 27), Fraction(4, 3), Fraction(3, 2), Fraction(14, 9), Fraction(16, 9), Fraction(2, 1)]
>>> assert marwa(fourths)[13] == ts
>>> marwa(fourths)[7]
[Fraction(1, 1), Fraction(9, 8), Fraction(7, 6), Fraction(4, 3), Fraction(3, 2), Fraction(14, 9), Fraction(7, 4), Fraction(2, 1)]
>>> marwa(fourths)[6]
[Fraction(1, 1), Fraction(9, 8), Fraction(7, 6), Fraction(4, 3), Fraction(3, 2), Fraction(27, 16), Fraction(7, 4), Fraction(2, 1)]
"""

from fractions import Fraction
from math import floor, log2

F = Fraction


def tetrachordal_scale(a, b, c):
    """
    >>> tetrachordal_scale(Fraction(28, 27), Fraction(8, 7), Fraction(9, 8))
    [Fraction(1, 1), Fraction(28, 27), Fraction(32, 27), Fraction(4, 3), Fraction(3, 2), Fraction(14, 9), Fraction(16, 9), Fraction(2, 1)]
    """
    steps = [a, b, c]
    return stack(steps + [Fraction(9, 8)] + steps)


def octave_reduce(x):
    if x == 2:
        return x
    return x * Fraction(2) ** (-floor(log2(x)))


def step_through(scale, step):
    """
    >>> step_through([Fraction(1, 1), Fraction(9, 8), Fraction(7, 6), Fraction(4, 3), Fraction(3, 2), Fraction(14, 9), Fraction(7, 4), Fraction(2, 1)], 3)
    [Fraction(4, 3), Fraction(21, 16), Fraction(4, 3), Fraction(4, 3), Fraction(81, 56), Fraction(4, 3), Fraction(4, 3)]
    """
    N = len(scale) - 1
    i = 0
    result = []
    while len(result) < N:
        j = (i + step) % N
        result.append(octave_reduce(scale[j] / scale[i]))
        i = j
    return result


def stack(fs):
    """
    >>> stack([Fraction(4, 3), Fraction(21, 16), Fraction(4, 3), Fraction(4, 3), Fraction(81, 56), Fraction(4, 3), Fraction(4, 3)])
    [Fraction(1, 1), Fraction(9, 8), Fraction(7, 6), Fraction(4, 3), Fraction(3, 2), Fraction(14, 9), Fraction(7, 4), Fraction(2, 1)]
    """
    x = Fraction(1)
    notes = [Fraction(1)]
    for f in fs:
        x = octave_reduce(x * f)
        notes.append(x)
    return sorted(notes)


def marwa_permute(fourths):
    """
    Permute a list of fourths in the way Wilson does in the Marwa permutations paper.

    The 7th interval (fourths[-1]) is always fixed; only the first six are
    permuted. Special intervals are those not equal to 4/3. Their positions in the
    starting configuration (special_positions) determine the minimum gap enforced
    between them in each permutation — matching Wilson's exact enumeration order in
    the figures. When specials are adjacent in the starting config
    (special_positions=[0,1] or [0,1,2]), this reduces to all C(6, num_specials)
    combinations maintaining relative order. When they start with a gap of 2
    (special_positions=[0,2], figures 11–18), 5 adjacent placements are excluded,
    giving 10 rather than 15 permutations. This gap constraint was
    reverse-engineered to match Wilson's enumeration in the figures.

    >>> for x in marwa_permute([Fraction(729, 512)] + 6 * [Fraction(4, 3)]): print(', '.join(map(str, x)))
    729/512, 4/3, 4/3, 4/3, 4/3, 4/3, 4/3
    4/3, 729/512, 4/3, 4/3, 4/3, 4/3, 4/3
    4/3, 4/3, 729/512, 4/3, 4/3, 4/3, 4/3
    4/3, 4/3, 4/3, 729/512, 4/3, 4/3, 4/3
    4/3, 4/3, 4/3, 4/3, 729/512, 4/3, 4/3
    4/3, 4/3, 4/3, 4/3, 4/3, 729/512, 4/3
    >>>
    >>> for x in marwa_permute([Fraction(45, 32), Fraction(27, 20)] + 5 * [Fraction(4, 3)]): print(', '.join(map(str, x)))
    45/32, 27/20, 4/3, 4/3, 4/3, 4/3, 4/3
    45/32, 4/3, 27/20, 4/3, 4/3, 4/3, 4/3
    45/32, 4/3, 4/3, 27/20, 4/3, 4/3, 4/3
    45/32, 4/3, 4/3, 4/3, 27/20, 4/3, 4/3
    45/32, 4/3, 4/3, 4/3, 4/3, 27/20, 4/3
    4/3, 45/32, 27/20, 4/3, 4/3, 4/3, 4/3
    4/3, 45/32, 4/3, 27/20, 4/3, 4/3, 4/3
    4/3, 45/32, 4/3, 4/3, 27/20, 4/3, 4/3
    4/3, 45/32, 4/3, 4/3, 4/3, 27/20, 4/3
    4/3, 4/3, 45/32, 27/20, 4/3, 4/3, 4/3
    4/3, 4/3, 45/32, 4/3, 27/20, 4/3, 4/3
    4/3, 4/3, 45/32, 4/3, 4/3, 27/20, 4/3
    4/3, 4/3, 4/3, 45/32, 27/20, 4/3, 4/3
    4/3, 4/3, 4/3, 45/32, 4/3, 27/20, 4/3
    4/3, 4/3, 4/3, 4/3, 45/32, 27/20, 4/3
    >>>
    >>> for x in marwa_permute([Fraction(45, 32), Fraction(81, 64), Fraction(64, 45)] + 4 * [Fraction(4, 3)]): print(', '.join(map(str, x)))
    45/32, 81/64, 64/45, 4/3, 4/3, 4/3, 4/3
    45/32, 81/64, 4/3, 64/45, 4/3, 4/3, 4/3
    45/32, 81/64, 4/3, 4/3, 64/45, 4/3, 4/3
    45/32, 81/64, 4/3, 4/3, 4/3, 64/45, 4/3
    45/32, 4/3, 81/64, 64/45, 4/3, 4/3, 4/3
    45/32, 4/3, 81/64, 4/3, 64/45, 4/3, 4/3
    45/32, 4/3, 81/64, 4/3, 4/3, 64/45, 4/3
    45/32, 4/3, 4/3, 81/64, 64/45, 4/3, 4/3
    45/32, 4/3, 4/3, 81/64, 4/3, 64/45, 4/3
    45/32, 4/3, 4/3, 4/3, 81/64, 64/45, 4/3
    4/3, 45/32, 81/64, 64/45, 4/3, 4/3, 4/3
    4/3, 45/32, 81/64, 4/3, 64/45, 4/3, 4/3
    4/3, 45/32, 81/64, 4/3, 4/3, 64/45, 4/3
    4/3, 45/32, 4/3, 81/64, 64/45, 4/3, 4/3
    4/3, 45/32, 4/3, 81/64, 4/3, 64/45, 4/3
    4/3, 45/32, 4/3, 4/3, 81/64, 64/45, 4/3
    4/3, 4/3, 45/32, 81/64, 64/45, 4/3, 4/3
    4/3, 4/3, 45/32, 81/64, 4/3, 64/45, 4/3
    4/3, 4/3, 45/32, 4/3, 81/64, 64/45, 4/3
    4/3, 4/3, 4/3, 45/32, 81/64, 64/45, 4/3
    >>>
    >>> for x in marwa_permute([Fraction(64, 45), Fraction(4, 3), Fraction(45, 32)] + 3 * [Fraction(4, 3)] + [Fraction(81, 64)]): print(', '.join(map(str, x)))
    64/45, 4/3, 45/32, 4/3, 4/3, 4/3, 81/64
    64/45, 4/3, 4/3, 45/32, 4/3, 4/3, 81/64
    64/45, 4/3, 4/3, 4/3, 45/32, 4/3, 81/64
    64/45, 4/3, 4/3, 4/3, 4/3, 45/32, 81/64
    4/3, 64/45, 4/3, 45/32, 4/3, 4/3, 81/64
    4/3, 64/45, 4/3, 4/3, 45/32, 4/3, 81/64
    4/3, 64/45, 4/3, 4/3, 4/3, 45/32, 81/64
    4/3, 4/3, 64/45, 4/3, 45/32, 4/3, 81/64
    4/3, 4/3, 64/45, 4/3, 4/3, 45/32, 81/64
    4/3, 4/3, 4/3, 64/45, 4/3, 45/32, 81/64
    """
    assert len(fourths) == 7
    special_positions = [i for i, f in enumerate(fourths[:-1]) if f != Fraction(4, 3)]

    num_free = len(fourths) - 1
    num_specials = len(special_positions)

    if num_specials == 0:
        return [list(fourths)]
    elif num_specials == 1:
        result = []
        for i in range(num_free):
            perm = num_free * [Fraction(4, 3)] + [fourths[-1]]
            perm[i] = fourths[special_positions[0]]
            result.append(perm)
        return result
    elif num_specials == 2:
        result = []
        for i in range(num_free - 1):
            for j in range(i + special_positions[1], num_free):
                perm = num_free * [Fraction(4, 3)] + [fourths[-1]]
                perm[i] = fourths[special_positions[0]]
                perm[j] = fourths[special_positions[1]]
                result.append(perm)
        return result
    elif num_specials == 3:
        result = []
        for i in range(num_free - 2):
            for j in range(i + special_positions[1], num_free - 1):
                for k in range(
                    j + special_positions[2] - special_positions[1], num_free
                ):
                    perm = num_free * [Fraction(4, 3)] + [fourths[-1]]
                    perm[i] = fourths[special_positions[0]]
                    perm[j] = fourths[special_positions[1]]
                    perm[k] = fourths[special_positions[2]]
                    result.append(perm)
        return result
    else:
        raise ValueError(num_specials)


def marwa(fourths):
    """
    Permutation N in the scl description corresponds to index N-1 in the returned list.

    >>> scales = marwa([Fraction(45, 32), Fraction(27, 20)] + 5 * [Fraction(4, 3)])
    >>> len(scales)
    15
    >>> scales[0]
    [Fraction(1, 1), Fraction(9, 8), Fraction(81, 64), Fraction(45, 32), Fraction(3, 2), Fraction(27, 16), Fraction(243, 128), Fraction(2, 1)]
    """
    return [stack(fs) for fs in marwa_permute(fourths)]

Scales

FileCall
xen09-wilson-marwa-02-01 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-02-02 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-02-03 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-02-04 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-02-05 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-02-06 marwa([F(729, 512), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-03-01 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-03-02 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-03-03 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-03-04 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-03-05 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-03-06 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-03-07 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[6]
xen09-wilson-marwa-03-08 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[7]
xen09-wilson-marwa-03-09 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[8]
xen09-wilson-marwa-03-10 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[9]
xen09-wilson-marwa-03-11 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[10]
xen09-wilson-marwa-03-12 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[11]
xen09-wilson-marwa-03-13 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[12]
xen09-wilson-marwa-03-14 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[13]
xen09-wilson-marwa-03-15 marwa([F(45, 32), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[14]
xen09-wilson-marwa-04-01 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-04-02 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-04-03 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-04-04 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-04-05 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-04-06 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-04-07 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[6]
xen09-wilson-marwa-04-08 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[7]
xen09-wilson-marwa-04-09 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[8]
xen09-wilson-marwa-04-10 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[9]
xen09-wilson-marwa-04-11 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[10]
xen09-wilson-marwa-04-12 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[11]
xen09-wilson-marwa-04-13 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[12]
xen09-wilson-marwa-04-14 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[13]
xen09-wilson-marwa-04-15 marwa([F(27, 20), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[14]
xen09-wilson-marwa-05-01 marwa([F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(729, 512)])[0]
xen09-wilson-marwa-06-01 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[0]
xen09-wilson-marwa-06-02 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[1]
xen09-wilson-marwa-06-03 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[2]
xen09-wilson-marwa-06-04 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[3]
xen09-wilson-marwa-06-05 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[4]
xen09-wilson-marwa-06-06 marwa([F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(45, 32)])[5]
xen09-wilson-marwa-07-01 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-07-02 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-07-03 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-07-04 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-07-05 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-07-06 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-07-07 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[6]
xen09-wilson-marwa-07-08 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[7]
xen09-wilson-marwa-07-09 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[8]
xen09-wilson-marwa-07-10 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[9]
xen09-wilson-marwa-07-11 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[10]
xen09-wilson-marwa-07-12 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[11]
xen09-wilson-marwa-07-13 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[12]
xen09-wilson-marwa-07-14 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[13]
xen09-wilson-marwa-07-15 marwa([F(21, 16), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[14]
xen09-wilson-marwa-08-01 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[0]
xen09-wilson-marwa-08-02 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[1]
xen09-wilson-marwa-08-03 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[2]
xen09-wilson-marwa-08-04 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[3]
xen09-wilson-marwa-08-05 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[4]
xen09-wilson-marwa-08-06 marwa([F(21, 16), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(4, 3), F(81, 56)])[5]
xen09-wilson-marwa-09-01 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-09-02 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-09-03 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-09-04 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-09-05 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-09-06 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-09-07 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[6]
xen09-wilson-marwa-09-08 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[7]
xen09-wilson-marwa-09-09 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[8]
xen09-wilson-marwa-09-10 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[9]
xen09-wilson-marwa-09-11 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[10]
xen09-wilson-marwa-09-12 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[11]
xen09-wilson-marwa-09-13 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[12]
xen09-wilson-marwa-09-14 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[13]
xen09-wilson-marwa-09-15 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[14]
xen09-wilson-marwa-09-16 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[15]
xen09-wilson-marwa-09-17 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[16]
xen09-wilson-marwa-09-18 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[17]
xen09-wilson-marwa-09-19 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[18]
xen09-wilson-marwa-09-20 marwa([F(45, 32), F(81, 64), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[19]
xen09-wilson-marwa-10-01 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[0]
xen09-wilson-marwa-10-02 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[1]
xen09-wilson-marwa-10-03 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[2]
xen09-wilson-marwa-10-04 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[3]
xen09-wilson-marwa-10-05 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[4]
xen09-wilson-marwa-10-06 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[5]
xen09-wilson-marwa-10-07 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[6]
xen09-wilson-marwa-10-08 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[7]
xen09-wilson-marwa-10-09 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[8]
xen09-wilson-marwa-10-10 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[9]
xen09-wilson-marwa-10-11 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[10]
xen09-wilson-marwa-10-12 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[11]
xen09-wilson-marwa-10-13 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[12]
xen09-wilson-marwa-10-14 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[13]
xen09-wilson-marwa-10-15 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[14]
xen09-wilson-marwa-10-16 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[15]
xen09-wilson-marwa-10-17 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[16]
xen09-wilson-marwa-10-18 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[17]
xen09-wilson-marwa-10-19 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[18]
xen09-wilson-marwa-10-20 marwa([F(11, 8), F(9, 7), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(4, 3)])[19]
xen09-wilson-marwa-11a-01 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[0]
xen09-wilson-marwa-11a-02 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[1]
xen09-wilson-marwa-11a-03 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[2]
xen09-wilson-marwa-11a-04 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[3]
xen09-wilson-marwa-11a-05 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[4]
xen09-wilson-marwa-11a-06 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[5]
xen09-wilson-marwa-11a-07 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[6]
xen09-wilson-marwa-11a-08 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[7]
xen09-wilson-marwa-11a-09 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[8]
xen09-wilson-marwa-11a-10 marwa([F(64, 45), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[9]
xen09-wilson-marwa-11b-01 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[0]
xen09-wilson-marwa-11b-02 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[1]
xen09-wilson-marwa-11b-03 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[2]
xen09-wilson-marwa-11b-04 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[3]
xen09-wilson-marwa-11b-05 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[4]
xen09-wilson-marwa-11b-06 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[5]
xen09-wilson-marwa-11b-07 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[6]
xen09-wilson-marwa-11b-08 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[7]
xen09-wilson-marwa-11b-09 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[8]
xen09-wilson-marwa-11b-10 marwa([F(45, 32), F(4, 3), F(64, 45), F(4, 3), F(4, 3), F(4, 3), F(81, 64)])[9]
xen09-wilson-marwa-12-01 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[0]
xen09-wilson-marwa-12-02 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[1]
xen09-wilson-marwa-12-03 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[2]
xen09-wilson-marwa-12-04 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[3]
xen09-wilson-marwa-12-05 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[4]
xen09-wilson-marwa-12-06 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[5]
xen09-wilson-marwa-12-07 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[6]
xen09-wilson-marwa-12-08 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[7]
xen09-wilson-marwa-12-09 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[8]
xen09-wilson-marwa-12-10 marwa([F(45, 32), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(32, 25)])[9]
xen09-wilson-marwa-13-01 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[0]
xen09-wilson-marwa-13-02 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[1]
xen09-wilson-marwa-13-03 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[2]
xen09-wilson-marwa-13-04 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[3]
xen09-wilson-marwa-13-05 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[4]
xen09-wilson-marwa-13-06 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[5]
xen09-wilson-marwa-13-07 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[6]
xen09-wilson-marwa-13-08 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[7]
xen09-wilson-marwa-13-09 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[8]
xen09-wilson-marwa-13-10 marwa([F(27, 20), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(25, 18)])[9]
xen09-wilson-marwa-14a-01 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[0]
xen09-wilson-marwa-14a-02 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[1]
xen09-wilson-marwa-14a-03 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[2]
xen09-wilson-marwa-14a-04 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[3]
xen09-wilson-marwa-14a-05 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[4]
xen09-wilson-marwa-14a-06 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[5]
xen09-wilson-marwa-14a-07 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[6]
xen09-wilson-marwa-14a-08 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[7]
xen09-wilson-marwa-14a-09 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[8]
xen09-wilson-marwa-14a-10 marwa([F(36, 25), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[9]
xen09-wilson-marwa-14b-01 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[0]
xen09-wilson-marwa-14b-02 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[1]
xen09-wilson-marwa-14b-03 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[2]
xen09-wilson-marwa-14b-04 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[3]
xen09-wilson-marwa-14b-05 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[4]
xen09-wilson-marwa-14b-06 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[5]
xen09-wilson-marwa-14b-07 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[6]
xen09-wilson-marwa-14b-08 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[7]
xen09-wilson-marwa-14b-09 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[8]
xen09-wilson-marwa-14b-10 marwa([F(45, 32), F(4, 3), F(36, 25), F(4, 3), F(4, 3), F(4, 3), F(5, 4)])[9]
xen09-wilson-marwa-15a-01 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[0]
xen09-wilson-marwa-15a-02 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[1]
xen09-wilson-marwa-15a-03 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[2]
xen09-wilson-marwa-15a-04 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[3]
xen09-wilson-marwa-15a-05 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[4]
xen09-wilson-marwa-15a-06 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[5]
xen09-wilson-marwa-15a-07 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[6]
xen09-wilson-marwa-15a-08 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[7]
xen09-wilson-marwa-15a-09 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[8]
xen09-wilson-marwa-15a-10 marwa([F(63, 44), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[9]
xen09-wilson-marwa-15b-01 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[0]
xen09-wilson-marwa-15b-02 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[1]
xen09-wilson-marwa-15b-03 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[2]
xen09-wilson-marwa-15b-04 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[3]
xen09-wilson-marwa-15b-05 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[4]
xen09-wilson-marwa-15b-06 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[5]
xen09-wilson-marwa-15b-07 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[6]
xen09-wilson-marwa-15b-08 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[7]
xen09-wilson-marwa-15b-09 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[8]
xen09-wilson-marwa-15b-10 marwa([F(11, 8), F(4, 3), F(63, 44), F(4, 3), F(4, 3), F(4, 3), F(9, 7)])[9]
xen09-wilson-marwa-16a-01 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[0]
xen09-wilson-marwa-16a-02 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[1]
xen09-wilson-marwa-16a-03 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[2]
xen09-wilson-marwa-16a-04 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[3]
xen09-wilson-marwa-16a-05 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[4]
xen09-wilson-marwa-16a-06 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[5]
xen09-wilson-marwa-16a-07 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[6]
xen09-wilson-marwa-16a-08 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[7]
xen09-wilson-marwa-16a-09 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[8]
xen09-wilson-marwa-16a-10 marwa([F(45, 32), F(4, 3), F(18, 13), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[9]
xen09-wilson-marwa-16b-01 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[0]
xen09-wilson-marwa-16b-02 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[1]
xen09-wilson-marwa-16b-03 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[2]
xen09-wilson-marwa-16b-04 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[3]
xen09-wilson-marwa-16b-05 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[4]
xen09-wilson-marwa-16b-06 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[5]
xen09-wilson-marwa-16b-07 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[6]
xen09-wilson-marwa-16b-08 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[7]
xen09-wilson-marwa-16b-09 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[8]
xen09-wilson-marwa-16b-10 marwa([F(18, 13), F(4, 3), F(45, 32), F(4, 3), F(4, 3), F(4, 3), F(13, 10)])[9]
xen09-wilson-marwa-17a-01 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[0]
xen09-wilson-marwa-17a-02 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[1]
xen09-wilson-marwa-17a-03 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[2]
xen09-wilson-marwa-17a-04 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[3]
xen09-wilson-marwa-17a-05 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[4]
xen09-wilson-marwa-17a-06 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[5]
xen09-wilson-marwa-17a-07 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[6]
xen09-wilson-marwa-17a-08 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[7]
xen09-wilson-marwa-17a-09 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[8]
xen09-wilson-marwa-17a-10 marwa([F(35, 24), F(4, 3), F(81, 56), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[9]
xen09-wilson-marwa-17b-01 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[0]
xen09-wilson-marwa-17b-02 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[1]
xen09-wilson-marwa-17b-03 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[2]
xen09-wilson-marwa-17b-04 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[3]
xen09-wilson-marwa-17b-05 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[4]
xen09-wilson-marwa-17b-06 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[5]
xen09-wilson-marwa-17b-07 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[6]
xen09-wilson-marwa-17b-08 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[7]
xen09-wilson-marwa-17b-09 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[8]
xen09-wilson-marwa-17b-10 marwa([F(81, 56), F(4, 3), F(35, 24), F(4, 3), F(4, 3), F(4, 3), F(6, 5)])[9]
xen09-wilson-marwa-18a-01 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[0]
xen09-wilson-marwa-18a-02 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[1]
xen09-wilson-marwa-18a-03 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[2]
xen09-wilson-marwa-18a-04 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[3]
xen09-wilson-marwa-18a-05 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[4]
xen09-wilson-marwa-18a-06 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[5]
xen09-wilson-marwa-18a-07 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[6]
xen09-wilson-marwa-18a-08 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[7]
xen09-wilson-marwa-18a-09 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[8]
xen09-wilson-marwa-18a-10 marwa([F(11, 8), F(4, 3), F(27, 20), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[9]
xen09-wilson-marwa-18b-01 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[0]
xen09-wilson-marwa-18b-02 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[1]
xen09-wilson-marwa-18b-03 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[2]
xen09-wilson-marwa-18b-04 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[3]
xen09-wilson-marwa-18b-05 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[4]
xen09-wilson-marwa-18b-06 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[5]
xen09-wilson-marwa-18b-07 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[6]
xen09-wilson-marwa-18b-08 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[7]
xen09-wilson-marwa-18b-09 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[8]
xen09-wilson-marwa-18b-10 marwa([F(27, 20), F(4, 3), F(11, 8), F(4, 3), F(4, 3), F(4, 3), F(15, 11)])[9]