Golang file reading operations: tips for reading large files quickly

Golang file reading operation: Tips for quickly reading large files, specific code examples are required

In Golang programming, file reading is a very common operate. But when large files need to be read, it is usually a time- and resource-consuming operation. Therefore, how to read large files quickly is a topic worth discussing. This article will introduce how to use Golang's features and some techniques to quickly read large files, and provide specific code examples.

1. Use bufio to read files

In Golang, the most commonly used file reading is to use the buffered reading operation provided by the bufio package. bufio provides three structures: Reader, Writer and Scanner. Among them, Reader is a structure used for buffered reading. When using Reader to read files, you can set the buffer size and put the read data into the buffer, thereby greatly reducing the number of reads. The code is implemented as follows:

func ReadFileWithBufio(filePath string) ([]byte, error) {
    file, err := os.Open(filePath)
    if err != nil {
        return nil, err
    }
    defer file.Close()

    reader := bufio.NewReader(file)
    buffer := bytes.NewBuffer(make([]byte, 0))
    for {
        line, isPrefix, err := reader.ReadLine()
        buffer.Write(line)
        if err != nil {
            if err == io.EOF {
                break
            }
            return nil, err
        }
        if !isPrefix {
            buffer.WriteString("
")
        }
    }

    return buffer.Bytes(), nil
}

In the above code, the ReadLine() method of bufio.Reader is used to read the file. Read one row of data at a time and determine whether there is subsequent data. If there is subsequent data, continue to read the subsequent data and put it into the buffer. If there is no subsequent data, the read data is put into the buffer and a newline character is added. When the file reading is completed, the data saved in the buffer is returned.

Using the bufio package to read files has the following advantages:

• You can greatly reduce the number of times you read files by setting the buffer size, thereby improving reading efficiency.
• Can read files line by line and process them to improve the readability and maintainability of the code.

2. Use ioutil to read files

The Golang standard library also provides an ioutil package, which contains operations related to file reading. Using the ReadFile() method of the ioutil package, the entire file can be read at once. This method is usually suitable when the size of the file does not exceed a few G, because reading the entire file at one time requires a relatively large memory space. The code is implemented as follows:

func ReadFileWithIOUtil(filePath string) ([]byte, error) {
    data, err := ioutil.ReadFile(filePath)
    if err != nil {
        return nil, err
    }

    return data, nil
}

In the above code, the ReadFile() method of the ioutil package is used to read the entire file. When the file reading is completed, the file content is returned in the []byte type.

The advantages of using the ioutil package to read files are: the code is simple, easy to understand and use. The disadvantage is: when the file size is large, it needs to occupy a large amount of memory space, which can easily cause memory overflow. Therefore, this method is only recommended when reading small files.

3. Use bufio and goroutine to read in chunks

When the file to be read is very large, or even larger than the memory capacity, use goroutine technology to read in chunks File is probably the best option. The entire file can be divided into multiple blocks and a goroutine is enabled for reading from each block. For example, the following code divides a 1GB file into 100 chunks, each chunk is 10MB in size.

const fileChunk = 10 * (1 << 20) // 10 MB
func ReadFileWithMultiReader(filePath string) ([]byte, error) {
    file, err := os.Open(filePath)
    if err != nil {
        return nil, err
    }
    defer file.Close()

    fileInfo, _ := file.Stat()
    fileSize := fileInfo.Size()

    if fileSize < fileChunk {
        return ioutil.ReadFile(filePath)
    }

    buffer := bytes.NewBuffer(make([]byte, 0))
    chunkSize := int(math.Ceil(float64(fileSize) / float64(100)))

    for i := 0; i < 100; i++ {
        offset := int64(i * chunkSize)
        readSize := int(math.Min(float64(chunkSize), float64(fileSize-int64(i*chunkSize))))
        buf := make([]byte, readSize)
        file.ReadAt(buf, offset)

        go func(b []byte) {
            buffer.Write(b)
        }(buf)
    }
    time.Sleep(time.Millisecond * 100)

    return buffer.Bytes(), nil
}

In the above code, first calculate the size of the file to be read. If the file size is less than 10MB, use ioutil to read the entire file at once, otherwise the file will be divided into 100 blocks. The size of each block is fileSize/100. Then create a loop of 100 goroutines, read the file in chunks one by one, and write the read data into the buffer. Finally, use the time.Sleep() method to complete all goroutine executions and return the data saved in the buffer.

The advantages of using this method to read files are:

• The memory usage is low and very large files can be read.
• The code is very friendly to concurrency support and can process multiple blocks of data at the same time.

Summary

Through the introduction of this article, we can see that different techniques can be used to improve file reading efficiency for different file sizes and reading methods. For smaller files, we can use the ioutil package for one-time reading. For larger files, you can use the bufio package for buffered reading, or goroutine for chunked reading. In actual projects, you must choose the most suitable reading method according to the actual situation to improve the performance and reliability of the program.

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