Type inference over variable assignment: `temp = isinstance(var, type)`
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Descrizione
I'm filing this as a bug, but feel free to call it a feature request. :)
Lets say you have a basic container class:
class Container:
value: int = 0
def __init__(self, value: int = 0):
self.value = value
def __and__(self, other: 'Container') -> 'Container':
return add_gate_to_cnf('and', self.value, other.value)
def __str__(self) -> str:
return str(self.value)
In my case, I'm adding typing to cmsh. I have a Variable class which is essentially a bool except it is backed by a variable in the CNF passed to the SAT solver. Its value isn't available until the model is solved. I'm wanting to use Variable and bool interchangeably, so building a CNF model looks like building a complex boolean expression (except you have to use bitwise operators, e.g., & instead of and). This means that if you specify some previously unspecified portion of your inputs, it gets evaluated in Python (and you get native types back), rather than having to wait until the Solve() call. Ultimately, this gives you a smaller model.
Anyhow, so the basic and implementation that supports both Container and bool works with isinstance:
def i_and(left: Union[bool, Container], right: Union[bool, Container]) -> Union[bool, Container]:
if isinstance(left, bool) and isinstance(right, bool):
return left and right
if isinstance(left, bool):
if left:
return right
return False
if isinstance(right, bool):
if right:
return left
return False
return left & right
This passes mypy fine in strict mode.
The problem with this is that there are double the isinstance calls than you need: you only need two if you assign them to variables. According to cProfile on some of my code which uses cmsh, isinstance is the most called method because I'm constructing fairly large CNF models.
When you assign the isinstance calls to variables, mypy quits inferring the types of left and right, resulting in errors:
def v_and(left: Union[bool, Container], right: Union[bool, Container]) -> Union[bool, Container]:
lbool = isinstance(left, bool)
rbool = isinstance(right, bool)
if lbool and rbool:
return left and right
if lbool:
if left:
return right
return False
if rbool:
if right:
return left
return False
return left & right
Which when type checked gives:
$ mypy --strict ./main.py
main.py:51: error: No overload variant of "__and__" of "bool" matches argument type "Container"
main.py:51: note: Possible overload variants:
main.py:51: note: def __and__(self, bool) -> bool
main.py:51: note: def __and__(self, int) -> int
main.py:51: error: Unsupported operand types for & ("Container" and "bool")
main.py:51: note: Both left and right operands are unions
(Line 51 is the return left & right line from the v_and call. It thinks one and/or both of the arguments can be bool; however, they can only be Container.)
I'm running:
$ mypy --version
mypy 0.700
$ python3 --version
Python 3.7.2
Is there a different or better way of doing this? Thanks!
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Direzione di ricerca
Inizia con il riproduttore minimo in main.py ed esegui mypy --strict per confermare la differenza tra i controlli isinstance diretti e i risultati assegnati. Traccia il restringimento dei tipi per le variabili lbool e rbool; è completato quando la versione con il controllo del risultato assegnato supera il controllo dei tipi senza errori, preservando al contempo il restringimento previsto a bool e Container.
Scritto dal modello di indicizzazione a partire dal testo della issue.
Valutazione
- Stack tecnologico
- python
- Ambito
- compilers
- Tipo di issue
- Bug
- Difficoltà
- 4/5
- Tempo stimato
- 3-5 giorni
- Stato di attività
- Ferma
- Chiarezza
- Abbastanza chiara
- Idoneità per principianti
- 35/100