Config#
- class rizemind.authentication.notary.model.config.ModelNotaryConfig(*, domain: EIP712DomainMinimal, round_id: int, model_hash: bytes, signature: Signature)[source]
Bases:
BaseModelConfiguration for cryptographically attesting a model’s parameters verification.
This configuration bundles a model’s cryptographic hash with its digital signature and the EIP712 Domain, enabling verifiable notarization for a specific round.
- domain
EIP712 Domain
- Type:
rizemind.contracts.erc.erc5267.typings.EIP712DomainMinimal
- round_id
The specific federated learning round number this notarization applies to.
- Type:
int
- model_hash
The cryptographic hash of the model’s parameters.
- Type:
bytes
- signature
The digital signature attesting to the model’s hash.
- Type:
rizemind.authentication.signatures.signature.Signature
- domain: EIP712DomainMinimal
- model_config: ClassVar[ConfigDict] = {}
Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].
- model_hash: bytes
- round_id: int
- signature: Signature
- rizemind.authentication.notary.model.config.parse_model_notary_config(config: dict[str, Any]) ModelNotaryConfig[source]
Parses a configuration dictionary into a ModelNotaryConfig object.
This function acts as the inverse of prepare_model_notary_config. It takes a standardized configuration dictionary, extracts the relevant MODEL_NOTARY_PREFIX section, and deserializes it into a structured ModelNotaryConfig.
- Parameters:
config – The input configuration dictionary, expected to contain the
key. (notarization data under the 'MODEL_NOTARY_PREFIX')
- Returns:
A`ModelNotaryConfig` populated with the data from the input dictionary.
- Return type:
ModelNotaryConfig
- Raises:
ParseException – If the notary configuration cannot be parsed.
- rizemind.authentication.notary.model.config.prepare_model_notary_config(*, round_id: int, domain: EIP712DomainMinimal, signature: Signature, model_hash: bytes)[source]
Constructs and serializes a ModelNotaryConfig into a nested dictionary.
This function takes the core components of a model notarization, creates a ModelNotaryConfig object, and then transforms it into a standardized dictionary format prefixed with MODEL_NOTARY_PREFIX, to comply with flower’s Config.
- Parameters:
round_id – The current federated learning round number.
domain – The EIP-712 domain.
signature – The digital signature of the model hash.
model_hash – The hash of the model’s parameters.
- Returns:
The serialized ModelNotaryConfig data.
- Return type:
Config