﻿ Python: Calculate the maximum profit from selling and buying values of stock - w3resource

# Python: Calculate the maximum profit from selling and buying values of stock

## Python Basic - 1: Exercise-74 with Solution

Write a Python program to calculate the maximum profit from selling and buying values of stock. An array of numbers represent the stock prices in chronological order.
For example, given [8, 10, 7, 5, 7, 15], the function will return 10, since the buying value of the stock is 5 dollars and sell value is 15 dollars.

Sample Solution:

Python Code:

``````# Define a function to calculate the maximum profit from buying and selling stocks
# Initialize variables to store the maximum profit and current maximum value
max_profit_val, current_max_val = 0, 0

# Iterate through the reversed stock prices
for price in reversed(stock_price):
# Update the current maximum value with the maximum of the current value and the previous maximum
current_max_val = max(current_max_val, price)

# Calculate the potential profit by subtracting the current price from the current maximum value
potential_profit = current_max_val - price

# Update the maximum profit with the maximum of the potential profit and the previous maximum profit
max_profit_val = max(potential_profit, max_profit_val)

# Return the maximum profit
return max_profit_val

# Test the function with different stock price lists and print the results
print(buy_and_sell([8, 10, 7, 5, 7, 15]))  # Maximum Profit: 10
print(buy_and_sell([1, 2, 8, 1]))           # Maximum Profit: 7
``````

Sample Output:

```10
7
0
```

Explanation:

Here is a breakdown of the above Python code:

• The function "buy_and_sell()" calculates the maximum profit from buying and selling stocks.
• It iterates through the reversed 'stock_price' list, starting from the end.
• For each price, it updates the 'current_max_val' with the maximum of the current value and the previous maximum.
• It calculates the potential profit by subtracting the current price from the 'current_max_val'.
• It updates the 'max_profit_val' with the maximum of the potential profit and the previous maximum profit.
• The function returns the final maximum profit value.
• Test the function with different stock price lists and print the results.

Flowchart:

Python Code Editor:

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