I have gone through various REST API documentation. However, I don't have a clear understanding of it. Can someone help me to understand it in layman's terms? How is it different from API being stateful? Why today all the APIs we develop are restful APIs?
What is statelessness in REST API in layman term?
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VoiceOfUnreason
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Each request from client to server must contain all of the information necessary to understand the request, and cannot take advantage of any stored context on the server. -- Fielding, 2000
Note that this is a constraint on semantics: all of the information that you need to understand the meaning of the request is in the request itself.
Counter example: the LIST command in FTP, where a null argument for pathname "implies the user's current working or default directory" is not stateless -- current working directory is data of session state that the server needs to remember from previous requests.
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Term stateless/stateful is a common term and has the same meaning for Rest API as for anything else.