Data Types and Type Conversion
Overview
Teaching: 10 min
Exercises: 10 minQuestions
What kinds of data do programs store?
How can I convert one type to another?
Objectives
Explain key differences between integers and floating point numbers.
Explain key differences between numbers and character strings.
Use built-in functions to convert between integers, floating point numbers, and strings.
Every value has a type.
- Every value in a program has a specific type.
- Integer (
int): represents positive or negative whole numbers like 3 or -512. - Floating point number (
float): represents real numbers like 3.14159 or -2.5. - Character string (usually called “string”,
str): text.- Written in either single quotes or double quotes (as long as they match).
- The quote marks aren’t printed when the string is displayed.
Use the built-in function type to find the type of a value.
- Use the built-in function
typeto find out what type a value has. - Works on variables as well.
- But remember: the value has the type — the variable is just a label.
print(type(52))
<class 'int'>
fitness = 'average'
print(type(fitness))
<class 'str'>
Types control what operations (or methods) can be performed on a given value.
- A value’s type determines what the program can do to it.
print(5 - 3)
2
print('hello' - 'h')
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-2-67f5626a1e07> in <module>()
----> 1 print('hello' - 'h')
TypeError: unsupported operand type(s) for -: 'str' and 'str'
You can use the “+” and “*” operators on strings.
- “Adding” character strings concatenates them.
full_name = 'Ahmed' + ' ' + 'Walsh'
print(full_name)
Ahmed Walsh
- Multiplying a character string by an integer N creates a new string that consists of that character string repeated N times.
- Since multiplication is repeated addition.
separator = '=' * 10
print(separator)
==========
Strings have a length (but numbers don’t).
- The built-in function
lencounts the number of characters in a string.
print(len(full_name))
11
- But numbers don’t have a length (not even zero).
print(len(52))
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-3-f769e8e8097d> in <module>()
----> 1 print(len(52))
TypeError: object of type 'int' has no len()
Must convert numbers to strings or vice versa when operating on them.
- Cannot add numbers and strings.
print(1 + '2')
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-4-fe4f54a023c6> in <module>()
----> 1 print(1 + '2')
TypeError: unsupported operand type(s) for +: 'int' and 'str'
- Not allowed because it’s ambiguous: should
1 + '2'be3or'12'? - Some types can be converted to other types by using the type name as a function.
print(1 + int('2'))
print(str(1) + '2')
3
12
Can mix integers and floats freely in operations.
- Integers and floating-point numbers can be mixed in arithmetic.
- Python 3 automatically converts integers to floats as needed. (Integer division in Python 2 will return an integer, the floor of the division.)
print('half is', 1 / 2.0)
print('three squared is', 3.0 ** 2)
half is 0.5
three squared is 9.0
Variables only change value when something is assigned to them.
- If we make one cell in a spreadsheet depend on another, and update the latter, the former updates automatically.
- This does not happen in programming languages.
first = 1
second = 5 * first
first = 2
print('first is', first, 'and second is', second)
first is 2 and second is 5
- The computer reads the value of
firstwhen doing the multiplication, creates a new value, and assigns it tosecond. - After that,
seconddoes not remember where it came from.
Exercises on slides
- Arithmetic with Different Types
- variables and types
Key Points
Every value has a type.
Use the built-in function
typeto find the type of a value.Types control what operations can be done on values.
Strings can be added and multiplied.
Strings have a length (but numbers don’t).
Must convert numbers to strings or vice versa when operating on them.
Can mix integers and floats freely in operations.
Variables only change value when something is assigned to them.