In python is there a way to check if a function is a "generator function" before calling it?
Lets say I have two functions:
def foo():
return 'foo'
def bar():
yield 'bar'
The first one is a normal function, and the second is a generator function. Now I want to write something like this:
def run(func):
if is_generator_function(func):
gen = func()
gen.next()
#... run the generator ...
else:
func()
What will a straightforward implementation of is_generator_function()
look like? Using the types
package I can test if gen
is a generator, but I wish to do so before invoking func()
.
Now consider the following case:
def goo():
if False:
yield
else:
return
An invocation of goo()
will return a generator. I presume that the python parser knows that the goo()
function has a yield statement, and I wonder if it possible to get that information easily.
Thanks!
Solution 1:
>>> import inspect
>>>
>>> def foo():
... return 'foo'
...
>>> def bar():
... yield 'bar'
...
>>> print inspect.isgeneratorfunction(foo)
False
>>> print inspect.isgeneratorfunction(bar)
True
- New in Python version 2.6
Solution 2:
>>> def foo():
... return 'foo'
...
>>> def bar():
... yield 'bar'
...
>>> import dis
>>> dis.dis(foo)
2 0 LOAD_CONST 1 ('foo')
3 RETURN_VALUE
>>> dis.dis(bar)
2 0 LOAD_CONST 1 ('bar')
3 YIELD_VALUE
4 POP_TOP
5 LOAD_CONST 0 (None)
8 RETURN_VALUE
>>>
As you see, the key difference is that the bytecode for bar
will contain at least one YIELD_VALUE
opcode. I recommend using the dis
module (redirecting its output to a StringIO instance and checking its getvalue
, of course) because this provides you a measure of robustness over bytecode changes -- the exact numeric values of the opcodes will change, but the disassembled symbolic value will stay pretty stable;-).