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Version: 1.3

Read-only config

Β Example (Click Here)

Problem​

Sometimes you want to prevent a config node from being changed accidentally.

Solution​

Structured Configs can enable it by passing frozen=True in the dataclass definition. Using Structured Configs, you can annotate a dataclass as frozen. This is recursive and applies to all child nodes.

This will prevent modifications via code, command line overrides and config composition.

frozen.py
@dataclass(frozen=True)
class SerialPort:
baud_rate: int = 19200
data_bits: int = 8
stop_bits: int = 1


cs = ConfigStore.instance()
cs.store(name="config", node=SerialPort)


@hydra.main(version_base=None, config_name="config")
def my_app(cfg: SerialPort) -> None:
print(cfg)


if __name__ == "__main__":
my_app()
Output
$ python frozen.py data_bits=10
Error merging override data_bits=10
Cannot change read-only config container
full_key: data_bits
object_type=SerialPort