What is exactly a file-like object in Python?

Question

In http://docs.python.org/library/json.html :

simplejson.load(fp[, encoding[, cls[, object_hook[, parse_float[, parse_int[, parse_constant[, object_pairs_hook[, use_decimal[, **kw]]]]]]]]])

Deserialize fp (a .read()-supporting file-like object containing a JSON document) to a Python object.

I do know what read() and write() do.

But after reading this description "read()-supporting file-like object", I find I don't know what object type supports the read() and write() .

And I can't find that in the rest of documentation. Anyone could elaborate more on the statement?

Why I ask this question is for getting "simplejson.load(urllib.open(...))" done.
The return value of "urllib.open(...)" is not a valid object, so I have to tailor it for simplejson. However, it seems like that string is not read()-supporting.

Answer 1

From the glossary :

file-like object

A synonym for file object

and a file object is

file object

An object exposing a file-oriented API (with methods such as read() or write()) to an underlying resource. Depending on the way it was created, a file object can mediate access to a real on-disk file or to another type of storage or communication device (for example standard input/output, in-memory buffers, sockets, pipes, etc.). File objects are also called file-like objects or streams.

There are actually three categories of file objects: raw binary files, buffered binary files and text files. Their interfaces are defined in the io module. The canonical way to create a file object is by using the open() function.

Answer 2

In Python, a file object is an object exposing an API having methods for performing operations typically done on files, such as read() or write() .

In the question's example: simplejson.load(fp, ...) , the object passed as fp is only required to have a read() method, callable in the same way as a read() on a file (ie accepting an optional parameter size and returning either a str or a bytes object).

This does not need to be a real file, though, as long as it has a read() method.

A file-like object is just a synonym for file-object . See Python Glossary .

Answer 3

File-like objects are mainly StringIO objects, connected sockets and, well, actual file objects.

If everything goes well, urllib.urlopen() returns a file-like object supporting the necessary methods.

Answer 4

The IO Class Hierarchy section in the IO documentation contains a table listing the built-in and stub methods for the different types of file-like objects.

Basically, there is a hierarchy of abstract base classes:

• IOBase , which promises little
  • RawIOBase , which provides unbuffered binary IO
  • BufferedIOBase , which provides buffered binary IO
  • TextIOBase , which provides buffered string IO

To implement a file-like object, you would subclass one of the three descendants of IOBase , but not IOBase itself. See this answer for attempting to determine which of these a given file-like object is.

Each of these classes provides various stub methods and mixins:

Class	Stub Methods	Mixins
IOBase	fileno , seek , truncate	close , closed , __enter__ , __exit__ , flush , isatty , __iter__ , __next__ , readable , readline , readlines , seekable , tell , writable , writelines
RawIOBase	readinto , write	read , readall
BufferedIOBase	detach , read , read1 , write	readinto , readinto1
TextIOBase	detach , read , readline , write	encoding , errors , newlines

The documentation for these methods can be found in the documentation for the classes, linked above.

Answer 5

This is the API for all file-like objects in Python (as of 3.10.5).

# All file-like objects inherit the IOBase interface:
# Documented at https://docs.python.org/3/library/io.html#io.IOBase .
    close() -> None
    closed() -> bool # Implemented as @property `closed`
    fileno() -> int
    flush() -> None
    isatty() -> bool
    readable() -> bool
    readline(size: int = -1) -> Union[str, bytes]
    readlines(hint: Union[int, None] = None) -> list
    seek(pos: int, whence: int = io.SEEK_SET) -> int # SEEK_SET is 0
    seekable() -> bool
    tell() -> int
    truncate(pos: int = None) -> int # The parameter is named "size" in class FileIO
    writable() -> bool
    writelines(lines: list) -> None
    __del__() -> None
# Documented at https://docs.python.org/3/library/io.html#class-hierarchy .
    __enter__()
    __exit__(*args) -> None:
    __iter__()
    __next__() -> Union[str, bytes]
# Documented in paragraph at https://docs.python.org/3/library/io.html#io.IOBase .
# Note that while the documentation claims that the method signatures 
# of `read` and `write` vary, all file-like objects included in the Python 
# Standard Library have the following exact method signatures for `read` and `write`:
    read(size: int = -1) -> Union[str, bytes]
    write(b: Union[str, bytes]) -> int # The parameter is named "s" in TextIOBase

Specific file-like objects may implement more than this, but this is the subset of methods that are common to ALL file-like objects.

Answer 6

simplejson has the calls loads and dumps that consumes and produce strings instead of file like objects.

This link has an example in the context of StringIO and simplejson for both file-like and string objects.

http://svn.red-bean.com/bob/simplejson/tags/simplejson-1.3/docs/index.html