Can anyone explain me what byte stream actually contains? Does it contain bytes (hex data) or binary data or english letters only? I am also confused about the term "raw data". If someone asked me to "reverse the 4 byte data", then what should I assume the data is hex code or binary code?

  • My two cents is not answer worthy (and there are already good ones below) but I just want to provide links to these 2 articles that will probably provide good insight about how "raw data" is interpreted to actually mean something (it doesn't mean anything unless you know what it is supposed to represent and how it is encoded/stored) betterexplained.com/articles/… joelonsoftware.com/articles/Unicode.html
    – Michael
    Nov 5, 2013 at 17:28
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    I think java created byte to avoid using c/c++'s char for things that can't be understood as a character. char was used a lot in c/c++ because the size of char is 1 byte. Also devices in unix are block and character devices. If you read from char devices, you get stream of unsigned chars/bytes.
    – imel96
    Nov 5, 2013 at 22:26
  • Byte stream is ambiguous. Octet stream is not. Nov 6, 2013 at 7:50
  • Data can be interpreted on many levels. At the bottom it's just a series of on-off electric levels. A bit higher up it's a chunk of bytes, or as you say, a byte stream. Even higher up you begin to interpret the raw data. Bytes can be interpreted as text in many ways (encodings). Integer numbers, too, (big or little endian). You can even go higher up. You have a zip file. That zip file is your backup from yesterday. And so on. The problem is that the exact level is often implicit and not made clear, and this can be confusing.
    – nalply
    Nov 7, 2013 at 19:47

4 Answers 4


Byte streams contain, well, bytes. Broken down into what it is actually, it is 8 bits composed of 1s and 0s. If it were representing a number, it would be any number from 0 to 255 (which, I may add, is no coincidence why the 4 numbers in an IP address always range from 0 to 255). Byte streams are usually sophisticated interfaces meant to hide the underlying basic byte array used to hold a circular buffer (you fill up the buffer and wait for someone to empty it, at which time it simply fills up the buffer again).

What the heck does that represent? Well, it could represent a text file, or an image, or a live video stream. What it is is entirely dependent upon the context of who is reading it. Hex representation is another way of saying the same thing, though it is sometimes more convenient to manage bytes in terms of their hex representation rather than numbers however it is the same thing.

When you're referring to raw data, you are usually referring to byte data. The data comes without a tag saying "I am an image file!" Usually you only deal with raw data when you don't really care what the data represents overall. For example, if I wanted to convert an image to its black and white version, I might say to read an image's raw data and for every 3 bytes read (which would actually be representation of red color, representation of green color, and representation of blue color), add its number value and divide by 3, then write that value 3 times. Essentially what I'd be doing is averaging a pixel's red, green, and blue values and making its gray equivalent pixel from that. However, when you talk about performing operations to data at the level of "byte by byte", you don't really care about the big picture, so to speak.

Or, perhaps you wish to save a file in a database, but it asks you to insert its "raw data" in a blob data type. This simply means to convert the data of a file into a large byte array that the database can understand and manage. You'll find that when you retrieve that value from the database, it will be simply one large byte array as you initially provided to the database to begin with. If that data was a file, then you, the programmer, must reinterpret that byte data as if you were reading a file one byte at a time.

If someone asked you to "reverse the 4 byte data", I would assume it refers to big-endian vs little-endian interpretation of numbers, which writes numbers starting with the most or least significant byte. It does not matter if a number is represented as big-endian or little-endian, just that all systems reading the number interpret it consistently.

This isn't to say that the actual number representation (or hex representation for that matter) is changed, simply that the order in which these 4 bytes make a number should be reversed. So say you have 0x01, 0x02, 0x03, and 0x04. To reverse these, you'd have 0x04, 0x03, 0x02, 0x01 instead. The system would presumably read these 4 bytes in the reverse order and since you've already reversed it, the value is interpreted to be the very same as what was intended in the raw data.

I hope that explains it!

  • Everything is fine ..! Can you please elaborate the answer reagarding "raw data" ? Nov 5, 2013 at 17:22
  • @user2720323 Okay, modified to explain better "raw data." :)
    – Neil
    Nov 5, 2013 at 17:35
  • One thing to keep in mind...all data are simply a collection of bytes. The meaning of those bytes is defined by some sort of metadata (file extension, database field, etc). An image file can be interpreted as an ASCII file and vice-versa. The text or image might be meaningless, but it is still possible. (Derp...I should have read the next answers)
    – Dave Nay
    Nov 5, 2013 at 23:38
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    @kevincline Please try to appreciate the fact that I'm trying to convey an idea. My priority isn't to write an accurate algorithm. If you wanted to be more accurate, you'd weigh the red green and blue values according to what the human eye can perceive.
    – Neil
    Nov 6, 2013 at 9:20

A byte is simply a unit of information - it can be anything. A byte by itself doesn't mean anything, you have to attach some sort of meaning to it.

So, to expand on that -

Does it contain bytes (hex data) or binary data or english letters only?

Hex data is the same as binary data. It's just a different way of displaying the data. For example, 0x41 = 0b01000001 = 'A' = 65 (decimal). English letters would be just a subset of that.

If someone asked me to "reverse the 4 byte data", then what should I assume the data is hex code or binary code?

Since hex is just a representation of the data, it doesn't matter how you think about it. If you have data of 0x65 0x66 0x67 0x68, to reverse it you would get 0x68 0x67 0x66 0x65. If you were looking at this data in terms of characters, you would originally have A B C D, but now you have D C B A.

Back to a byte stream - it's just a sequence of data. You need to know what the data represents in order to use it. If we're reading a text file, the byte stream that you would get when you're reading the file would just be characters of some kind. An executable file would have a bunch of unprintable characters in it, which is why it would be called a binary file. Clearly, it's possible to open up an executable in a text editor, but it doesn't do anything useful.

  • 1
    +1 but the emphasis on binary in the lat bit seems misplaced. "binary data" often does contain unprintable characters, but it's called "binary" because it's made up of binary digits, not because it contains unprintable characters. I understand that you're using "binary" in opposition to printable "text" data, but I think this may confuse the OP even further.
    – Caleb
    Nov 5, 2013 at 18:07
  • I am having one question regarding reversal .. If i have an integer (32 bit) 325487 in a file how can i reverse this 4 byte integer ? similarly i have a word ("hai how are you") , how to reverse this string by assuming every character as a byte . Nov 6, 2013 at 3:47
  • @user2720323 int reverseX = ((x & 0xFF000000) >> 24) + ((x & 0x00FF0000) >> 8) + ((x & 0x0000FF00) << 8) + ((x & 0x000000FF) << 24); This literally takes each byte, shifts it in the right position, and combines with the others.
    – Neil
    Nov 6, 2013 at 9:35

A byte stream is an ordered sequence of bytes. There is a first byte, which has no predecessor. Its successor is the second byte, and so on. Nowadays, a byte is widely understood to consist of eight bits. If we want to be more precise, we use the term octet stream and octet. There still exist computers with bytes that aren't eight bits wide.

Hexadecimal is a way of writing numbers, and serves as a printed representation for binary data. Hexadecimal is actually text. For instance, the hexadecimal value FE might represent a byte: the bits 11111110 which have the decimal value 255. However FE is actually a character string consisting of the characters F and E, which requires two bytes in the US-ASCII or ISO-646 character set! These two bytes is what FE is, and the single byte with value 254 is what the FE represents, as a printed notation.

If a communication channel, or file handle or some such device is described as carrying a byte stream, and no other information is given, it almost certainly does not mean that bytes are represented as hexadecimal text, so that each abstract byte in the stream requires two physical bytes.

And raw data simply means bits which are not interpreted to have any structure beyond just "array of bits". Raw data usually has a structure and represents something, but when we are looking at it as raw data, we are either ignoring the interpretation for the moment (for instance, we are looking at the raw representation of a data type to verify its correctness down to the bit level detail), or the interpretation is not available (we have some data, but we do not understand the structure of the data and what it represents).

  • The PDP-10 had instructions to deal with bytes of variable size. The most common was seven bit ASCII, followed by six-bit characters. Nov 5, 2013 at 22:58

A byte is 8 bits. A bit is 0 or 1. The "raw data" is just a flow of one byte after another. A byte stream can come from a file, a network connection, a serialized object, a random number generator, etc.

  • There are several ways to display a byte: binary (01110110), hex = hexidecimal (7C), octal (0271), or decimal (215). In all cases, the maximum value is 255 (base 10).

  • Sometimes bytes are assigned to characters, like ascii. Type "ascii" on a unix command line, and you'll get a big table that maps the byte vales 0-255 or (0-FF hex) to the associated character. For example, space is x20 and "A" is x40. Note that some byte values map to control characters and aren't printable. But the bytes themselves aren't characters -- they'e just a bundle of bits. A number.

  • "reverse 4 bytes" would be to take some bytes 123 42 231 0 and flip the order -- 0 231 42 123. Applied to a byte steam, I'd probably read 4 bytes, reverse them, read the next 4 bytes, etc.

(BTW that problem is relevant, because if you want to represent a number bigger than 255 as byes, you need to use more than one byte. But then the question is, does the "biggest" byte come first, or last? That's called big endian or little endian -- look those up for more background on why it's useful to shuffle around the bytes in a raw byte stream.)

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