What are programming languages in general?
programming languages are a just a way to talk to computers. roughly speaking at first because computers could only understand zeros and ones (due to the fact that computers are made of transistors as switches which could only take two states, we call these two states 0 and 1) and working with 0,1 was hard for us as humans so computer scientists decided to do a one-to-one mapping from every instruction in binary(0,1) to a more human readable form which they called it assembly language.
for example if we had an instruction like:
11001101
in assembly it would be called:
LOAD_A 15
which means that load the content of register a into memory location 15. as i said it was just a convention like choosing 0 and 1 for two states of the transistors or anything else in the computer.in this way having a program with 50 instructions , remembering the assembly language would be easier . so the user would write the assembly code and some program (assembler in this case) would translate the codes to binary instructions or machine language as they call it.
but then with the computers getting improved every day there was room for more complicated programs with more instructions, say 10000.
in this case a one-to-one mapping like assembly wouldn't work, so other high level programming languages were created. they said for example if for a relation with I/O devices for printing something on the screen created by the user takes about 80 instructions , let us do something in here and we could package all this code into one library and call it for example printf and also create another program which could translate this printf in here to the related assembly code and from there the assembly would do the rest. so they call it compiler.
so now every user who wants to just print something on the screen he wouldn't have to write all the instructions in binary or assembly he just types printf("something") and all the programs like the compiler and assembler would do the rest. now later other longer codes would be packaged in the same way to just facilitate the work of other people as you see that you could just simplify a thousands line of code into one code in python and pack it for the use of other people.
so let's say that you have packed a lot of different codes in python and created a module(libray, package or anything that you want to call it) and you call that module mgh(just my name). now let's say we have created this mgh somehow that any one who says:
import mgh
mgh.connect(ip,port.data)...
could easily connect to a remote server with the ip and port number specified and send the data afterwards(or something like that). now people could do all of it using one single line, but what that happens is that a lot of codes are getting executed which have been retrieved from the mgh file. and packaging it has not been for speeding up the process of execution but rather facilitating other programmers works. so in here if someone wants to use your code first he should import the file and then the python interpreter would recognize all the code in it and so it could interpret the code.
now if you want to create a programming language and you want to execute it , first it needs a translation, for example let's say that you create a program which could understand the syntax and convert it to c , in this case after it has been translated to c , the rest would be taken care of , by the c compiler , then assembler , linker, ... .
even though you would have to pay the price of being slower since it has to be converted to c first.
now one other thing that you could do is to create a program which could translate all the code to the equivalent assembly language just like what happens with c but in this case the program could do it directly and from there the rest would be done by the linker. we know that this program is called compiler.
so what i am talking about is that, the only code that the system understands is 0,1 , so somehow you should convert you syntax to that, now in our operating systems a lot of different programs like assembler, linker and ... have been created to tell you that if you could convert your code to assembly they could take care of the rest or as i said you could even use other programming languages compilers by converting your code to that language.