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You can also get information beside man gcc (you have to change the order of your cmd)
by using
info gcc
To get a short command description type
gcc --help
For a full manual install the gcc documentation by
gccv=$(gcc --version | awk '/gcc /{print $NF}' | cut -c 1)
sudo apt install gcc-$gccv-doc
and then type
xdg-open /usr/share/doc/gcc-$gccv-doc/gcc.html
to read the gcc manual in your browser.
To view manual use this commands order:
man gcc
According to man man, you can optionally give the section of the manual before the page. Section 1 is user commands, 2 system calls and 3 library functions, so:
man 1 printf
man 3 printf
give the shell command and the C library function printf, respectively.
mknod() the C function lives in section 2 of the man pages. You can view it using:
man -s2 mknod
In general things like this are likely to live in either section 2 (system calls) or section 3 (library calls)
Your question
What gcc -o sample sample.c actually does
The command you have pasted triggers gcc to compile sample.c.
As a result you'll get an output/executable with the same sample.
The parameters (as -o in your example which defined the name of the output file ) are explained in the man page of gcc.
You can open it by running man gcc
I am quoting the -o section of the man page here
-o file
Place output in file file. This applies to whatever sort of output is being produced, whether it be an executable file, an object file, an assembler file or preprocessed C code. If -o is not specified, the default is to put an executable file in a.out, the object file for source.suffix in source.o, its assembler file in source.s, a precompiled header file in source.suffix.gch, and all preprocessed C source on standard output.
In General
Wikipedia explains a good amount of gcc here.
I am quoting only the start - but the complete article is worth a read and offers a lot of additional links and references
The GNU Compiler Collection (GCC) is a compiler system produced by the GNU Project supporting various programming languages. GCC is a key component of the GNU toolchain. The Free Software Foundation (FSF) distributes GCC under the GNU General Public License (GNU GPL). GCC has played an important role in the growth of free software, as both a tool and an example.
Originally named the GNU C Compiler, when it only handled the C programming language, GCC 1.0 was released in 1987. It was extended to compile C++ in December of that year. Front ends were later developed for Objective-C, Objective-C++, Fortran, Java, Ada, and Go among others.
GCC has been ported to a wide variety of processor architectures, and is widely deployed as a tool in the development of both free and proprietary software. GCC is also available for most embedded platforms,[citation needed] including Symbian (called gcce), AMCC, and Freescale Power Architecture-based chips. The compiler can target a wide variety of platforms, including video game consoles such as the PlayStation 2 and Dreamcast.
As well as being the official compiler of the GNU operating system, GCC has been adopted as the standard compiler by many other modern Unix-like computer operating systems, including Linux and the BSD family, although FreeBSD and OS X have moved to the LLVM system. Versions are also available for Microsoft Windows and other operating systems; GCC can compile code for Android and iOS.
GCC is GNU C (language) compiler. It's used to "convert" programs written in C programming language into binary executable on computer.
The syntax gcc -o sample sample.c means:
Compile the file sample.c and name the output sample.
Then you can launch your compiled program with <path_to_file>/sample, or from within the directory ./sample
The default name for compiled program is a.out, so with -o parameter you can specify your desired output name.