Explain the use of the ‘yield’ keyword in Python.
The '
yield'
keyword is used in Python to define a generator function. A generator function is a special type of function that generates a sequence of values, one at a time, instead of returning a single value.The main difference between a generator function and a regular function is that a generator function uses the '
yield'
keyword to return a value, instead of the 'return'
keyword. When a generator function is called, it returns a generator object, which can be iterated over using a 'for'
loop or other iteration tools.Here is an example of a simple generator function:
When you run this code, it will output the numbers 1 through 5, one at a time. The generator function '
count_up_to'
is called once, and each time it hits a yield
statement, it returns the current value of 'count'
and pauses its execution until the next iteration. This allows the generator to produce values one at a time, which can be useful for processing large data sets or for producing an infinite sequence.The '
yield'
keyword is a powerful tool for creating efficient, memory-friendly iterators in Python. It is often used in combination with other tools, such as the 'itertools'
module, to produce complex, iterative algorithms with a small amount of code.
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