Python - 创建 Pandas 索引的新视图
要创建 Pandas 索引的新视图,请使用 index.view() 方法。首先,导入所需的库 −
import pandas as pd
创建 Pandas 索引 −
index = pd.Index([50, 10, 70, 110, 90, 50, 110, 90, 30])
显示 Pandas 索引 −
print("Pandas Index...\n",index)
创建一个新视图 −
res = index.view('uint8')
显示新视图 −
print("\nThe new view...\n",res)
它共享相同的基本值 −
print("\nView for 0th index...\n",res[0]) print("\nView for 1st index...\n",res[1])
示例
以下为代码 −
import pandas as pd # Creating Pandas index index = pd.Index([50, 10, 70, 110, 90, 50, 110, 90, 30]) # Display the Pandas index print("Pandas Index...\n",index) # Return the number of elements in the Index print("\nNumber of elements in the index...\n",index.size) # Return the dtype of the data print("\nThe dtype object...\n",index.dtype) # Create a new view res = index.view('uint8') # displaying the new view print("\nThe new view...\n",res) # shares the same underlying values print("\nView for 0th index...\n",res[0]) print("\nView for 1st index...\n",res[1])
输出
将产生以下输出 −
Pandas Index... Int64Index([50, 10, 70, 110, 90, 50, 110, 90, 30], dtype='int64') Number of elements in the index... 9 The dtype object... int64 The new view... [ 50 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 70 0 0 0 0 0 0 0 110 0 0 0 0 0 0 0 90 0 0 0 0 0 0 0 50 0 0 0 0 0 0 0 110 0 0 0 0 0 0 0 90 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0] View for 0th index... 50 View for 1st index... 0
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