CODEWITHSUNDEEP
pythonpython-3.xtuples
VINURA PERERA
VINURA PERERA

Reputation: 85

How to get distinct elements within a python tuple?

I want to get distinct values from tuple list. Let's say we have following tuple list generated from,

df_clustering_dupliacteRemove.groupby('cluster').agg(tuple).sum(1).map(natsorted).map(tuple)

Output

 604                             (GM0051, GM0178, GM0191)
 605                     (GM0134, GM0267, GM0351, GM0615)
 606                             (GM0180, GM0474, GM0512)
 607                             (GM0216, GM0471, GM0586)
 608                             (GM0373, GM0373, GM0373)

If you look at the 608 th tupple the elements are the same. I want to make those elements one (get unique/distinct values).

Sample Output I need

 604                             (GM0051, GM0178, GM0191)
 605                     (GM0134, GM0267, GM0351, GM0615)
 606                             (GM0180, GM0474, GM0512)
 607                             (GM0216, GM0471, GM0586)
 608                             (GM0373)

Upvotes: 2

Views: 872

Answers (3)

Pooja
Pooja

Reputation: 1280

You can simply do set of tuple to get unique values from each tuple.

In [1]: data = [('GM0051', 'GM0178', 'GM0191'),('GM0134', 'GM0267', 'GM0351', 'GM0615'),('GM0180', 'GM0474', 'GM0512'),('GM0216', 'GM0471', 'GM0586'),('GM0373', 'GM0373', 'GM0373')]
In [2]: [tuple(set(d)) for d in data]
Out[2]: 
    [('GM0051', 'GM0191', 'GM0178'),
    ('GM0267', 'GM0134', 'GM0351', 'GM0615'),
    ('GM0474', 'GM0512', 'GM0180'),
    ('GM0216', 'GM0471', 'GM0586'),
    ('GM0373',)]

Upvotes: 0

Omar Cusma Fait
Omar Cusma Fait

Reputation: 331

This will help you, I used sets in order to simplify a tuple :)

def simplify_tuple(t):
    return tuple({i for i in t})

tuple_ = (1, 1, 1, 2, 3)
print(simplify_tuple(tuple_))
# (1, 2, 3)

Upvotes: 0

ilVacca
ilVacca

Reputation: 113

This worked for me.

> myDf

    COL
0   (a, b, c)
1   (d, e, f)
2   (a, a)
3   a
4   (c, c, c)

> result = pd.DataFrame(myDf.apply( lambda x : tuple(set(x[0])), axis=1))
> result

0
0   (a, b, c)
1   (f, e, d)
2   (a,)
3   (a,)
4   (c,)

Upvotes: 1

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