# This file was auto-generated by Fern from our API Definition.

import typing

import pydantic
from ..core.pydantic_utilities import IS_PYDANTIC_V2
from ..core.unchecked_base_model import UncheckedBaseModel
from .fine_tuning_response_state_value import FineTuningResponseStateValue
from .manual_verification_response import ManualVerificationResponse
from .verification_attempt_response import VerificationAttemptResponse


class FineTuningResponse(UncheckedBaseModel):
    is_allowed_to_fine_tune: typing.Optional[bool] = pydantic.Field(default=None)
    """
    Whether the user is allowed to fine-tune the voice.
    """

    state: typing.Optional[typing.Dict[str, FineTuningResponseStateValue]] = pydantic.Field(default=None)
    """
    The state of the fine-tuning process for each model.
    """

    verification_failures: typing.Optional[typing.List[str]] = pydantic.Field(default=None)
    """
    List of verification failures in the fine-tuning process.
    """

    verification_attempts_count: typing.Optional[int] = pydantic.Field(default=None)
    """
    The number of verification attempts in the fine-tuning process.
    """

    manual_verification_requested: typing.Optional[bool] = pydantic.Field(default=None)
    """
    Whether a manual verification was requested for the fine-tuning process.
    """

    language: typing.Optional[str] = pydantic.Field(default=None)
    """
    The language of the fine-tuning process.
    """

    progress: typing.Optional[typing.Dict[str, typing.Optional[float]]] = pydantic.Field(default=None)
    """
    The progress of the fine-tuning process.
    """

    message: typing.Optional[typing.Dict[str, typing.Optional[str]]] = pydantic.Field(default=None)
    """
    The message of the fine-tuning process.
    """

    dataset_duration_seconds: typing.Optional[float] = pydantic.Field(default=None)
    """
    The duration of the dataset in seconds.
    """

    verification_attempts: typing.Optional[typing.List[VerificationAttemptResponse]] = pydantic.Field(default=None)
    """
    The number of verification attempts.
    """

    slice_ids: typing.Optional[typing.List[str]] = pydantic.Field(default=None)
    """
    List of slice IDs.
    """

    manual_verification: typing.Optional[ManualVerificationResponse] = pydantic.Field(default=None)
    """
    The manual verification of the fine-tuning process.
    """

    max_verification_attempts: typing.Optional[int] = pydantic.Field(default=None)
    """
    The maximum number of verification attempts.
    """

    next_max_verification_attempts_reset_unix_ms: typing.Optional[int] = pydantic.Field(default=None)
    """
    The next maximum verification attempts reset time in Unix milliseconds.
    """

    finetuning_state: typing.Optional[typing.Any] = None

    if IS_PYDANTIC_V2:
        model_config: typing.ClassVar[pydantic.ConfigDict] = pydantic.ConfigDict(extra="allow", frozen=True)  # type: ignore # Pydantic v2
    else:

        class Config:
            frozen = True
            smart_union = True
            extra = pydantic.Extra.allow
