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Improvements and limitations of golang pipeline on function communication

May 04, 2024 am 10:36 AM
golang pipeline

The Go language's pipeline is a concurrency primitive used for communication between goroutines: Create a pipeline: Use make(chan type) to create a pipeline type with send and receive channels. Send data: Use the send operator (

Improvements and limitations of golang pipeline on function communication

Go language pipeline: boost function communication

Pipeline in Go language is a powerful concurrency primitive that allows goroutine communicate securely and effectively. It has many advantages over other methods such as using channels or shared memory.

How pipes work

A pipe is a type with two channels: one for sending data and one for receiving data. Pipes are created by the make() function as follows:

pipe := make(chan int)
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chan keyword defines a channel type, while int represents a channel Will send and receive integers.

Sending and receiving data

To send data to a pipe, use the send operator on the chan type (<- ):

pipe <- 10
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To receive data from a pipe, use the receive operator (<-) on the chan type:

value := <-pipe
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Practical Case

The following is a simple example of using a pipeline to calculate the Fibonacci sequence:

package main

import "fmt"

// 管道用于在 goroutine 之间传递数据。
func fibonacci(c chan int) {
    x, y := 0, 1
    for {
        c <- x
        x, y = y, x+y
    }
}

func main() {
    c := make(chan int)
    go fibonacci(c)

    // 从管道中读取 10 个斐波那契数。
    for i := 0; i < 10; i++ {
        fmt.Println(<-c)
    }
}
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In this case, fibonacci The function uses the pipeline c to send the Fibonacci numbers to the main goroutine. The main goroutine reads numbers from the pipe and prints them.

Advantages

Pipelines provide the following advantages for communication between goroutines:

  • Concurrency: Pipelines Allows goroutines to send and receive data simultaneously, thereby improving code scalability.
  • Safety: Pipes are safe because they are managed by the Go runtime, preventing simultaneous access races.
  • Bufferable: Pipelines can be buffered, meaning they can store a fixed number of unprocessed elements, thus handling peak loads.

Limitations

Although pipelines are powerful, they also have some limitations:

  • Limited Capacity: Pipes can be buffered, but they still have a limited capacity, and after reaching capacity, send operations will be blocked.
  • Unavailable after closing: After a pipe is closed, it will not be available for communication.
  • Waiting for blocking: Receiving data from an empty pipe or sending data to a full pipe will cause goroutine to block.

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