iWork 0.0.3

description

:rocket: Yuan :facepunch:

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数据不是创造规律,而是展示那些原本的规律

https://www.kaggle.com/c/elo-merchant-category-recommendation/discussion/82055#479196 Competitions

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Install

pip install Yuan

Usage

from yuan.pipe import *

@X
def xfunc1(x):
    _ = x.split()
    print(_)
    return _
@X
def xfunc2(x):
    _ = '>>'.join(x)
    print(_)
    return _

'I am very like a linux pipe' | xfunc1 | xfunc2

• xtqdm

  

• xfilter / xmap / xsort / xreduce

iterable | xfilter(lambda x: len(x) > 1) | xmap(str.upper) | xsort | xreduce(lambda x, y: x + '-' + y)

'AM-LIKE-LINUX-PIPE-VERY'

• xsummary

iterable | xsummary

counts               7
uniques              7
missing              0
missing_perc        0%
types           unique
Name: iterable, dtype: object

• ...

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