How commonly do people use Python’s walrus operator?

I use it for cache lookups and guard clauses: `if (result := cache.get(key)) is not None: return result`. It’s also handy when a value needs to be included in an error message or log entry after a condition fails. The important part is checking explicitly for `None` when valid results could be falsey, such as `0`, an empty list, or an empty string.

I use it when it genuinely keeps an expression from being evaluated twice. Regex matching is probably my most common use: `if (match := pattern.match(line)):` lets me test the result and then use the match immediately. It also works nicely for reading until EOF: `while data := reader.read(1024):`.

Usage is pretty split. Some developers use it frequently in loops, regex handling, comprehensions, and conditional function calls, while others avoid it because `:=` can make code look more complicated than a normal assignment followed by an if statement. I’d treat it as a situational tool rather than a style rule: use it when the combined condition is clearer, and avoid it when it creates a huge or misleading expression.

It’s especially useful in comprehensions when you need to calculate something once and filter on it, for example: `errors = [(int(m.group(1)), m.group(2)) for line in log_lines if (m := pattern.match(line))]`. That said, comprehensions can become difficult to read, so I wouldn’t force this pattern everywhere.