What is an idempotent operation?

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情话喂你 2020-11-22 03:27

What is an idempotent operation?

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  • 2020-11-22 03:32

    In computing, an idempotent operation is one that has no additional effect if it is called more than once with the same input parameters. For example, removing an item from a set can be considered an idempotent operation on the set.

    In mathematics, an idempotent operation is one where f(f(x)) = f(x). For example, the abs() function is idempotent because abs(abs(x)) = abs(x) for all x.

    These slightly different definitions can be reconciled by considering that x in the mathematical definition represents the state of an object, and f is an operation that may mutate that object. For example, consider the Python set and its discard method. The discard method removes an element from a set, and does nothing if the element does not exist. So:

    my_set.discard(x)
    

    has exactly the same effect as doing the same operation twice:

    my_set.discard(x)
    my_set.discard(x)
    

    Idempotent operations are often used in the design of network protocols, where a request to perform an operation is guaranteed to happen at least once, but might also happen more than once. If the operation is idempotent, then there is no harm in performing the operation two or more times.

    See the Wikipedia article on idempotence for more information.


    The above answer previously had some incorrect and misleading examples. Comments below written before April 2014 refer to an older revision.

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  • 2020-11-22 03:34

    An idempotent operation is an operation, action, or request that can be applied multiple times without changing the result, i.e. the state of the system, beyond the initial application.

    EXAMPLES (WEB APP CONTEXT):

    IDEMPOTENT: Making multiple identical requests has the same effect as making a single request. A message in an email messaging system is opened and marked as "opened" in the database. One can open the message many times but this repeated action will only ever result in that message being in the "opened" state. This is an idempotent operation. The first time one PUTs an update to a resource using information that does not match the resource (the state of the system), the state of the system will change as the resource is updated. If one PUTs the same update to a resource repeatedly then the information in the update will match the information already in the system upon every PUT, and no change to the state of the system will occur. Repeated PUTs with the same information are idempotent: the first PUT may change the state of the system, subsequent PUTs should not.

    NON-IDEMPOTENT: If an operation always causes a change in state, like POSTing the same message to a user over and over, resulting in a new message sent and stored in the database every time, we say that the operation is NON-IDEMPOTENT.

    NULLIPOTENT: If an operation has no side effects, like purely displaying information on a web page without any change in a database (in other words you are only reading the database), we say the operation is NULLIPOTENT. All GETs should be nullipotent.

    When talking about the state of the system we are obviously ignoring hopefully harmless and inevitable effects like logging and diagnostics.

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  • 2020-11-22 03:34

    An idempotent operation over a set leaves its members unchanged when applied one or more times.

    It can be a unary operation like absolute(x) where x belongs to a set of positive integers. Here absolute(absolute(x)) = x.

    It can be a binary operation like union of a set with itself would always return the same set.

    cheers

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  • 2020-11-22 03:36

    It is any operation that every nth result will result in an output matching the value of the 1st result. For instance the absolute value of -1 is 1. The absolute value of the absolute value of -1 is 1. The absolute value of the absolute value of absolute value of -1 is 1. And so on.

    See also: When would be a really silly time to use recursion?

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  • 2020-11-22 03:39

    Idempotence means that applying an operation once or applying it multiple times has the same effect.

    Examples:

    • Multiplication by zero. No matter how many times you do it, the result is still zero.
    • Setting a boolean flag. No matter how many times you do it, the flag stays set.
    • Deleting a row from a database with a given ID. If you try it again, the row is still gone.

    For pure functions (functions with no side effects) then idempotency implies that f(x) = f(f(x)) = f(f(f(x))) = f(f(f(f(x)))) = ...... for all values of x

    For functions with side effects, idempotency furthermore implies that no additional side effects will be caused after the first application. You can consider the state of the world to be an additional "hidden" parameter to the function if you like.

    Note that in a world where you have concurrent actions going on, you may find that operations you thought were idempotent cease to be so (for example, another thread could unset the value of the boolean flag in the example above). Basically whenever you have concurrency and mutable state, you need to think much more carefully about idempotency.

    Idempotency is often a useful property in building robust systems. For example, if there is a risk that you may receive a duplicate message from a third party, it is helpful to have the message handler act as an idempotent operation so that the message effect only happens once.

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  • 2020-11-22 03:40

    Idempotent Operations: Operations that have no side-effects if executed multiple times.
    Example: An operation that retrieves values from a data resource and say, prints it

    Non-Idempotent Operations: Operations that would cause some harm if executed multiple times. (As they change some values or states)
    Example: An operation that withdraws from a bank account

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