What is the output of the following?a = array([1,2,3,'string'])print(a)Select one:ErrorNone of them1 2 3 string1 2 3 “string”
Question
What is the output of the following?
a = array([1, 2, 3, 'string'])
print(a)
Select one:
- Error
- None of them
- 1 2 3 string
- 1 2 3 “string”
Solution
Break Down the Problem
- Identify the components of the code provided.
- Understand how the output is generated when printing a NumPy array that includes strings.
Relevant Concepts
- In Python, specifically using NumPy, arrays can hold elements of different data types.
- When a NumPy array contains mixed data types, it converts them to a common data type, which is typically the type that can accommodate the most extensive set of values.
Analysis and Detail
- The array defined as
a = array([1,2,3,'string'])
contains integers and a string. - In this case, NumPy will convert the integers to strings to maintain a uniform data type for the array, resulting in
array(['1', '2', '3', 'string'], dtype='<U21')
. - Thus, when
print(a)
is executed, it will print as['1' '2' '3' 'string']
in a NumPy array format.
Verify and Summarize
- The output will not produce an error because NumPy can handle arrays with mixed data types.
- The actual printed output will list each item separated by spaces.
Final Answer
The output of the code will be: 1 2 3 string.
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