Python Pandas - 返回索引值的空間使用量


要返回索引值的空間使用量,請在 Pandas 中使用 index.memory_usage() 方法。

首先,匯入所需的庫 −

import pandas as pd

建立索引 −

index = pd.Index([15, 25, 35, 45, 55])

顯示索引 −

print("Pandas Index...\n",index)

獲取值的空間使用量 −

print("\nThe memory usage...\n",index.memory_usage())

示例

以下為程式碼 −

import pandas as pd

# Creating the index
index = pd.Index([15, 25, 35, 45, 55])

# Display the 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 a tuple of the shape of the underlying data
print("\nA tuple of the shape of underlying data...\n",index.shape)

# get the bytes in the data
print("\nReturn the bytes...\n",index.nbytes)

# get the dimensions of the data
print("\nReturn the dimensions...\n",index.ndim)

# get the memory usage of the values
print("\nThe memory usage...\n",index.memory_usage())

輸出

該程式碼將產生以下輸出 −

Pandas Index...
Int64Index([15, 25, 35, 45, 55], dtype='int64')

Number of elements in the index...
5

A tuple of the shape of underlying data...
(5,)

Return the bytes...
40

Return the dimensions...
1

The memory usage...
40

更新日期:2021-10-13

143 次瀏覽

開啟您的事業

透過完成課程獲得認證

入門
廣告
© . All rights reserved.