You can also use the redirection operator <>
to open the file to read and write:
sed 's/foo/bar/g' file 1<> file
See it live:
$ cat file
hello
i am here # see "here"
$ sed 's/here/away/' file 1<> file # Run the `sed` command
$ cat file
hello
i am away # this line is changed now
From Bash Reference Manual ? 3.6.10 Opening File Descriptors for Reading and Writing:
The redirection operator
[n]<>word
causes the file whose name is the expansion of word to be opened for both reading and writing on file descriptor n, or on file descriptor 0 if n is not specified. If the file does not exist, it is created.