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|
import abc
import enum
import math
from pydantic import BaseModel, SecretBytes, SecretField, SecretStr
from autogpt.core.configuration import (
SystemConfiguration,
SystemSettings,
UserConfigurable,
)
class ResourceType(str, enum.Enum):
"""An enumeration of resource types."""
MODEL = "model"
MEMORY = "memory"
class ProviderUsage(SystemConfiguration, abc.ABC):
@abc.abstractmethod
def update_usage(self, *args, **kwargs) -> None:
"""Update the usage of the resource."""
...
class ProviderBudget(SystemConfiguration):
total_budget: float = UserConfigurable(math.inf)
total_cost: float = 0
remaining_budget: float = math.inf
usage: ProviderUsage
@abc.abstractmethod
def update_usage_and_cost(self, *args, **kwargs) -> float:
"""Update the usage and cost of the provider.
Returns:
float: The (calculated) cost of the given model response.
"""
...
class ProviderCredentials(SystemConfiguration):
"""Struct for credentials."""
def unmasked(self) -> dict:
return unmask(self)
class Config:
json_encoders = {
SecretStr: lambda v: v.get_secret_value() if v else None,
SecretBytes: lambda v: v.get_secret_value() if v else None,
SecretField: lambda v: v.get_secret_value() if v else None,
}
def unmask(model: BaseModel):
unmasked_fields = {}
for field_name, _ in model.__fields__.items():
value = getattr(model, field_name)
if isinstance(value, SecretStr):
unmasked_fields[field_name] = value.get_secret_value()
else:
unmasked_fields[field_name] = value
return unmasked_fields
class ProviderSettings(SystemSettings):
resource_type: ResourceType
credentials: ProviderCredentials | None = None
budget: ProviderBudget | None = None
# Used both by model providers and memory providers
Embedding = list[float]
|
