#98 Stream API in Java

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In this lecture we will learn:
– What is a stream?
– Methods present inside the stream interface
– Filter, Map and Reduce methods of stream
– Use of methods in Big Data

#1
– Stream is an interface, it contains a stream() method.
– Stream method return an object of type stream.
– Any operation can be performed inside the stream method.
– Any changes done inside the stream can be reflected on the actual list.
– Once we work with a stream, we can’t reuse it. We can work with a stream only once.

#2
– Stream provides a lot of methods to work upon.
– filter() method returns a new Stream that contains the value which satisfies the given condition. The filter method is used to select elements as per the Predicate passed as an argument.
– map() takes each value and performs operations on it. It returns a stream consisting of the results of applying the given function to the elements of this stream.
– reduce() method does not return the stream but it gives the value of a type that you defined in the stream. It is used to reduce the elements of a stream to a single value.
The reduce method takes a BinaryOperator as a parameter.

#3
– If you want to use Big Data, then first you have to apply a filter on it to separate useful data.
– After applying a filter, you need to transform it into the required data with the help of a map.
– And the graph of it, can be made with the help of the reduce method.
– We can reduce the code by applying methods one after the other.

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