4.2 KiB
Type conversions
Python to Javascript conversions occur:
- when returning the final expression from a
pyodide.runPython
call (evaluating a Python cell in Iodide) - using
pyodide.pyimport
- passing arguments to a Javascript function from Python
Javascript to Python conversions occur:
- when using the
from js import ...
syntax - returning the result of a Javascript function to Python
Basic types
The following basic types are implicitly converted between Javascript and Python. The values are copied and any connection to the original object is lost.
Python | Javascript |
---|---|
int , float |
Number |
str |
String |
True |
true |
False |
false |
None |
undefined , null |
list , tuple |
Array |
dict |
Object |
Additionally, Python bytes
and buffer
objects are converted to/from Javascript
Uint8ClampedArray
typed arrays. In this case, however, the underlying data is
not copied, and is shared between the Python and Javascript sides. This makes
passing raw memory between the languages (which in practice can be quite large)
very efficient.
Aside: This is the technology on which matplotlib images are passed to Javascript to render in a canvas, and will be the basis of sharing Numpy arrays with n-dimensional array data structures in Javascript.
Class instances
Any of the types not listed above are shared between languages using proxies that allow methods and some operators to be called on the object from the other language.
When passing a Javascript object to Python, an extension type is used to delegate Python operations to the Javascript side. The following operations are currently supported. (More should be possible in the future -- work in ongoing to make this more complete):
Python | Javascript |
---|---|
repr(x) |
x.toString() |
x.foo |
x.foo |
x.foo = bar |
x.foo = bar |
x(...) |
x(...) |
x.foo(...) |
x.foo(...) |
X.new(...) |
new X(...) |
len(x) |
x.length |
x[foo] |
x[foo] |
x[foo] = bar |
x[foo] = bar |
When passing a Python object to Javascript, the Javascript Proxy
API
is used to delegate Javascript operations to the Python side. In general, the
Proxy API is more limited than what can be done with a Python extension, so
there are certain operations that are impossible or more cumbersome when using
Python from Javascript than vice versa. The most notable limitation is that
while Python has distinct ways of accessing attributes and items (x.foo
and
x[foo]
), Javascript conflates these two concepts. The following operations are
currently supported:
Javascript | Python |
---|---|
foo in x |
hasattr(x, 'foo') |
x.foo |
getattr(x, 'foo') |
x.foo = bar |
setattr(x, 'foo', bar) |
delete x.foo |
delattr(x, 'foo') |
x.ownKeys() |
dir(x) |
x(...) |
x(...) |
x.foo(...) |
x.foo(...) |
An additional limitation is that when passing a Python object to Javascript, there is no way for Javascript to automatically garbage collect that object. Therefore, Python objects must be manually free'd when passed to Javascript, or they will leak. (TODO: There isn't currently a way to do this, but it will be implemented soon).
Using Python objects from Javascript
A Python object (in global scope) can be brought over to Javascript using the
pyodide.pyimport
function. It takes a string giving the name of the variable,
and returns the object, converted to Javascript (See type
conversions).
var sys = pyodide.pyimport('sys');
Using Javascript objects from Python
Javascript objects can be accessed from Python using the from js import ...
syntax. The object must be in the global (window
) namespace.
from js import document
document.title = 'New window title'