Stream (computing)

In computer science, a stream is a sequence of data elements made available over time. A stream can be thought of as items on a conveyor belt being processed one at a time rather than in large batches

Streams are processed differently from batch data – normal functions cannot operate on streams as a whole, as they have potentially unlimited data, and formally, streams are codata (potentially unlimited), not data (which is finite). Functions that operate on a stream, producing another stream, are known as filters, and can be connected in pipelines, analogously to function composition. Filters may operate on one item of a stream at a time, or may base an item of output on multiple items of input, such as a moving average.

Examples

The term "stream" is used in a number of similar ways:

  • "Stream editing", as with sed, awk, and perl. Stream editing processes a file or files, in-place, without having to load the file(s) into a user interface. One example of such use is to do a search and replace on all the files in a directory, from the command line.
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    Latest News for: input stream

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    Alibaba Cloud unveils groundbreaking multimodal AI

    The Manila Times 05 Apr 2025
    Designed as a unified, end-to-end multimodal system, the model is capable of processing diverse inputs, including text, images, audio, and video, while generating real-time text and natural speech responses.
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    Mel B sports her signature Scary Spice space buns as she sunbathes with her shirtless ...

    The Daily Mail 01 Apr 2025
    According to The Sun, the streaming service had told the band to make up or it would make the show without any input from the people featured in it, much like controversial drama The Crown.
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    Backlog fears don’t dissuade Kotek water transfer proposal

    Capital Press 31 Mar 2025
    Apart from prohibiting transfers that impair water quality or aquatic species in waterways without other in-stream protections, SB 1153 would allow Native American tribes to offer input on certain transfer applications.
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    Geri Horner drops biggest hint yet that the Spice Girls are set to reunite as ...

    The Daily Mail 30 Mar 2025
    According to The Sun, the streaming service had told the band to make up or it would make the show without any input from the people featured in it, much like controversial drama The Crown.
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    Why is Nym a Leap Forward for Cypherpunk Technology?

    Bitfinex 28 Mar 2025
    This brings us to the second pillar ... These features make it more difficult for any observer, including those with advanced surveillance tools or machine learning-based traffic classifiers, to correlate input and output streams or infer user activity ... .
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    Canon launches EOS R50 V camera and RF-S 14-30mm lens in India: All the details

    The Times of India 27 Mar 2025
    The RF-S 14-30mm lens will available for purchase separately at Rs 33 995.00The camera comes with professional workflow tools like Canon Log 3 for enhanced color grading, 3-mic noise reduction technology, and 24-bit 4-channel audio input.
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    Luna: Swedish firm’s robot dog learns like humans with ‘natural instincts’, no data needed

    Interesting Engineering 20 Mar 2025
    “We aim to give the world what AI’s always promised, but hasn’t come anywhere close to delivering ... Neuron-inspired robotics ... Living creatures learn by processing endless streams of sensory inputs, making every experience a lesson in intelligence.
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    Arcata transfers transit system to Humboldt County

    Times Standard 20 Mar 2025
    HTA currently provides all operational and maintenance services for the transit system ... “We started our transit in 1975 ... All funding streams will be transferred to HTA. Any major changes to bus coverage within Arcata will need input from the city ... .
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    Emma Bunton, 49, proves she hasn't aged a day in stunning snap as she honours ...

    The Daily Mail 17 Mar 2025
    According to The Sun, the streaming service had told the band to make up or it would make the show without any input from the people featured in it, much like controversial drama The Crown.
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