a-pandas-ex-to-tuple 0.10

Converts pandas DataFrames/Series into Iterator[tuple]

Converts pandas DataFrames/Series into Iterator[tuple]

pip install a-pandas-ex-to-tuple

from a_pandas_ex_to_tuple import pd_add_tuples

pd_add_tuples()

import pandas as pd

from pprint import pprint

df = pd.read_csv("https://github.com/pandas-dev/pandas/raw/main/doc/data/titanic.csv")

df = df[:5]

# DataFrame

t1 = tuple(df.ds_to_tuples(index=False, columns=True))

t2 = tuple(df.ds_to_tuples(index=True, columns=True))

t3 = tuple(df.ds_to_tuples(index=True, columns=False))

t4 = tuple(df.ds_to_tuples(index=False, columns=False))

pprint(t1)

pprint(t2)

pprint(t3)

pprint(t4)

# Series

t11 = tuple(df.Name.ds_to_tuples( index=False, columns=True))

t21 = tuple(df.Name.ds_to_tuples( index=True, columns=True))

t31 = tuple(df.Name.ds_to_tuples( index=True, columns=False))

t41 = tuple(df.Name.ds_to_tuples( index=False, columns=False))

pprint(t11)

pprint(t21)

pprint(t31)

pprint(t41)

(('PassengerId',

  'Survived',

  'Pclass',

  'Name',

  'Sex',

  'Age',

  'SibSp',

  'Parch',

  'Ticket',

  'Fare',

  'Cabin',

  'Embarked'),

 (1,

  0,

  3,

  'Braund, Mr. Owen Harris',

  'male',

  22.0,

  1,

  0,

  'A/5 21171',

  7.25,

  nan,

  'S'),

 (2,

  1,

  1,

  'Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  'female',

  38.0,

  1,

  0,

  'PC 17599',

  71.2833,

  'C85',

  'C'),

 (3,

  1,

  3,

  'Heikkinen, Miss. Laina',

  'female',

  26.0,

  0,

  0,

  'STON/O2. 3101282',

  7.925,

  nan,

  'S'),

 (4,

  1,

  1,

  'Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  'female',

  35.0,

  1,

  0,

  '113803',

  53.1,

  'C123',

  'S'),

 (5,

  0,

  3,

  'Allen, Mr. William Henry',

  'male',

  35.0,

  0,

  0,

  '373450',

  8.05,

  nan,

  'S'))

(('index',

  'PassengerId',

  'Survived',

  'Pclass',

  'Name',

  'Sex',

  'Age',

  'SibSp',

  'Parch',

  'Ticket',

  'Fare',

  'Cabin',

  'Embarked'),

 (0,

  1,

  0,

  3,

  'Braund, Mr. Owen Harris',

  'male',

  22.0,

  1,

  0,

  'A/5 21171',

  7.25,

  nan,

  'S'),

 (1,

  2,

  1,

  1,

  'Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  'female',

  38.0,

  1,

  0,

  'PC 17599',

  71.2833,

  'C85',

  'C'),

 (2,

  3,

  1,

  3,

  'Heikkinen, Miss. Laina',

  'female',

  26.0,

  0,

  0,

  'STON/O2. 3101282',

  7.925,

  nan,

  'S'),

 (3,

  4,

  1,

  1,

  'Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  'female',

  35.0,

  1,

  0,

  '113803',

  53.1,

  'C123',

  'S'),

 (4,

  5,

  0,

  3,

  'Allen, Mr. William Henry',

  'male',

  35.0,

  0,

  0,

  '373450',

  8.05,

  nan,

  'S'))

((0,

  1,

  0,

  3,

  'Braund, Mr. Owen Harris',

  'male',

  22.0,

  1,

  0,

  'A/5 21171',

  7.25,

  nan,

  'S'),

 (1,

  2,

  1,

  1,

  'Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  'female',

  38.0,

  1,

  0,

  'PC 17599',

  71.2833,

  'C85',

  'C'),

 (2,

  3,

  1,

  3,

  'Heikkinen, Miss. Laina',

  'female',

  26.0,

  0,

  0,

  'STON/O2. 3101282',

  7.925,

  nan,

  'S'),

 (3,

  4,

  1,

  1,

  'Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  'female',

  35.0,

  1,

  0,

  '113803',

  53.1,

  'C123',

  'S'),

 (4,

  5,

  0,

  3,

  'Allen, Mr. William Henry',

  'male',

  35.0,

  0,

  0,

  '373450',

  8.05,

  nan,

  'S'))

((1,

  0,

  3,

  'Braund, Mr. Owen Harris',

  'male',

  22.0,

  1,

  0,

  'A/5 21171',

  7.25,

  nan,

  'S'),

 (2,

  1,

  1,

  'Cumings, Mrs. John Bradley (Florence Briggs Thayer)',

  'female',

  38.0,

  1,

  0,

  'PC 17599',

  71.2833,

  'C85',

  'C'),

 (3,

  1,

  3,

  'Heikkinen, Miss. Laina',

  'female',

  26.0,

  0,

  0,

  'STON/O2. 3101282',

  7.925,

  nan,

  'S'),

 (4,

  1,

  1,

  'Futrelle, Mrs. Jacques Heath (Lily May Peel)',

  'female',

  35.0,

  1,

  0,

  '113803',

  53.1,

  'C123',

  'S'),

 (5,

  0,

  3,

  'Allen, Mr. William Henry',

  'male',

  35.0,

  0,

  0,

  '373450',

  8.05,

  nan,

  'S'))

(('Name',),

 ('Braund, Mr. Owen Harris',),

 ('Cumings, Mrs. John Bradley (Florence Briggs Thayer)',),

 ('Heikkinen, Miss. Laina',),

 ('Futrelle, Mrs. Jacques Heath (Lily May Peel)',),

 ('Allen, Mr. William Henry',))

(('index', 'Name'),

 (0, 'Braund, Mr. Owen Harris'),

 (1, 'Cumings, Mrs. John Bradley (Florence Briggs Thayer)'),

 (2, 'Heikkinen, Miss. Laina'),

 (3, 'Futrelle, Mrs. Jacques Heath (Lily May Peel)'),

 (4, 'Allen, Mr. William Henry'))

((0, 'Braund, Mr. Owen Harris'),

 (1, 'Cumings, Mrs. John Bradley (Florence Briggs Thayer)'),

 (2, 'Heikkinen, Miss. Laina'),

 (3, 'Futrelle, Mrs. Jacques Heath (Lily May Peel)'),

 (4, 'Allen, Mr. William Henry'))

(('Braund, Mr. Owen Harris',),

 ('Cumings, Mrs. John Bradley (Florence Briggs Thayer)',),

 ('Heikkinen, Miss. Laina',),

 ('Futrelle, Mrs. Jacques Heath (Lily May Peel)',),

 ('Allen, Mr. William Henry',))