python在DataFrame中实现hive的array(lateral view explode())行转列,python多列合并成一行

创建数据集

dataDict = {'a':['one','two'], 'b':[[2,3],[1,3,6]], 'c':[1,2]}
dataDf = pd.DataFrame(dataDict)

实现行转列,drop(‘level_2’, axis = 1):删掉新产生的索引,level_i中的i为groupby中列数

df = t.groupby(['a', 'c']).b.apply(lambda x: pd.DataFrame(x.values[0])).reset_index().drop('level_2', axis = 1)
df.columns = ['a','c','b']

python多列合并成为一行,针对b列

df['d'] = df['b'].astype(str) + ','
df.groupby(['a','c']).d.sum().reset_index()

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转载自blog.csdn.net/longwei92/article/details/82862342
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