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StatsModelsTimeframe

Bases: StrEnum

A timeframe for stats data.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class StatsModelsTimeframe(StrEnum):
    """A timeframe for stats data."""

    day = auto()
    month = auto()
    total = auto()

day class-attribute instance-attribute 

day = auto()

month class-attribute instance-attribute 

month = auto()

total class-attribute instance-attribute 

total = auto()

ImageStatsModelsResponse

Bases: HordeResponseBaseModel

Statistics for image model usage.

Represents the data returned from the /v2/stats/img/models endpoint with http status code 200.

v2 API Model: ImgModelStats

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@Unequatable
@Unhashable
class ImageStatsModelsResponse(HordeResponseBaseModel):
    """Statistics for image model usage.

    Represents the data returned from the /v2/stats/img/models endpoint with http status code 200.

    v2 API Model: `ImgModelStats`
    """

    day: dict[str, int]
    """The stats for the past day."""
    month: dict[str, int]
    """The stats for the past month."""
    total: dict[str, int]
    """The total stats for all time."""

    @field_validator("day", "month", "total", mode="before")
    @classmethod
    def validate_timeframe_data(cls, v: dict[str, int | None]) -> dict[str, int]:
        """Validate the data for a timeframe.

        Args:
            v (dict[str, int | None]): The data for a timeframe.

        Raises:
            ValueError: If the data is invalid.

        Returns:
            dict[str, int]: The data for a timeframe.
        """
        if v is None:
            return {}

        if "additionalProp1" in v:
            logger.warning("Found `additionalProp` in stats data, this is a dummy result. Ignoring.")
            return {}

        return_v = {}
        # Replace all `None` values with 0
        for key, value in v.items():
            if value is None:
                return_v[key] = 0
            else:
                return_v[key] = value

        return return_v

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "ImgModelStats"

    def get_timeframe(self, timeframe: StatsModelsTimeframe) -> dict[str, int]:
        """Return the data for the given timeframe.

        Args:
            timeframe (StatsModelsTimeframe): The timeframe to get the data for.

        Returns:
            dict[str, int]: The data for the given timeframe.
        """
        if timeframe == StatsModelsTimeframe.day:
            return self.day
        if timeframe == StatsModelsTimeframe.month:
            return self.month
        if timeframe == StatsModelsTimeframe.total:
            return self.total

        raise ValueError(f"Invalid timeframe: {timeframe}")

day instance-attribute 

day: dict[str, int]

The stats for the past day.

month instance-attribute 

month: dict[str, int]

The stats for the past month.

total instance-attribute 

total: dict[str, int]

The total stats for all time.

time_constructed property 

time_constructed: float

The time the model was constructed (in epoch time).

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

validate_timeframe_data classmethod 

validate_timeframe_data(
    v: dict[str, int | None],
) -> dict[str, int]

Validate the data for a timeframe.

Parameters:

  • v (dict[str, int | None]) –

    The data for a timeframe.

Raises:

  • ValueError –

    If the data is invalid.

Returns:

  • dict[str, int] –

    dict[str, int]: The data for a timeframe.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@field_validator("day", "month", "total", mode="before")
@classmethod
def validate_timeframe_data(cls, v: dict[str, int | None]) -> dict[str, int]:
    """Validate the data for a timeframe.

    Args:
        v (dict[str, int | None]): The data for a timeframe.

    Raises:
        ValueError: If the data is invalid.

    Returns:
        dict[str, int]: The data for a timeframe.
    """
    if v is None:
        return {}

    if "additionalProp1" in v:
        logger.warning("Found `additionalProp` in stats data, this is a dummy result. Ignoring.")
        return {}

    return_v = {}
    # Replace all `None` values with 0
    for key, value in v.items():
        if value is None:
            return_v[key] = 0
        else:
            return_v[key] = value

    return return_v

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "ImgModelStats"

get_timeframe 

get_timeframe(
    timeframe: StatsModelsTimeframe,
) -> dict[str, int]

Return the data for the given timeframe.

Parameters:

Returns:

  • dict[str, int] –

    dict[str, int]: The data for the given timeframe.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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def get_timeframe(self, timeframe: StatsModelsTimeframe) -> dict[str, int]:
    """Return the data for the given timeframe.

    Args:
        timeframe (StatsModelsTimeframe): The timeframe to get the data for.

    Returns:
        dict[str, int]: The data for the given timeframe.
    """
    if timeframe == StatsModelsTimeframe.day:
        return self.day
    if timeframe == StatsModelsTimeframe.month:
        return self.month
    if timeframe == StatsModelsTimeframe.total:
        return self.total

    raise ValueError(f"Invalid timeframe: {timeframe}")

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

ImageStatsModelsRequest

Bases: BaseAIHordeRequest

Request the usage statistics for image models.

Represents a GET request to the /v2/stats/img/models endpoint.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class ImageStatsModelsRequest(BaseAIHordeRequest):
    """Request the usage statistics for image models.

    Represents a GET request to the /v2/stats/img/models endpoint.
    """

    api_model_state: MODEL_STATE = Field(
        default=MODEL_STATE.all,
        alias="model_state",
    )
    """The state of the models to get stats for. Known models are models that are known to the system."""

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return None

    @override
    @classmethod
    def get_http_method(cls) -> HTTPMethod:
        return HTTPMethod.GET

    @override
    @classmethod
    def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
        return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_img_models

    @override
    @classmethod
    def get_default_success_response_type(cls) -> type[ImageStatsModelsResponse]:
        return ImageStatsModelsResponse

api_model_state class-attribute instance-attribute 

api_model_state: MODEL_STATE = Field(
    default=all, alias="model_state"
)

The state of the models to get stats for. Known models are models that are known to the system.

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

accept class-attribute instance-attribute 

accept: GenericAcceptTypes = json

The 'accept' header field.

client_agent class-attribute instance-attribute 

client_agent: str = Field(
    default=default_bridge_agent_string,
    alias="Client-Agent",
)

The requesting client's agent. You should set this to reflect the name, version and contact information for your client.

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return None

get_http_method classmethod 

get_http_method() -> HTTPMethod
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_http_method(cls) -> HTTPMethod:
    return HTTPMethod.GET

get_api_endpoint_subpath classmethod 

get_api_endpoint_subpath() -> AI_HORDE_API_ENDPOINT_SUBPATH
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
    return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_img_models

get_default_success_response_type classmethod 

get_default_success_response_type() -> (
    type[ImageStatsModelsResponse]
)
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_default_success_response_type(cls) -> type[ImageStatsModelsResponse]:
    return ImageStatsModelsResponse

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]
Source code in horde_sdk/generic_api/apimodels.py 
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@override
@classmethod
def get_sensitive_fields(cls) -> set[str]:
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

get_api_endpoint_url classmethod 

get_api_endpoint_url() -> str

Return the endpoint URL, including the path to the specific API action defined by this object.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_api_endpoint_url(cls) -> str:
    """Return the endpoint URL, including the path to the specific API action defined by this object."""
    return url_with_path(base_url=cls.get_api_url(), path=cls.get_api_endpoint_subpath())

get_api_url classmethod 

get_api_url() -> str
Source code in horde_sdk/ai_horde_api/apimodels/base.py 
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@override
@classmethod
def get_api_url(cls) -> str:
    return AI_HORDE_BASE_URL

get_success_status_response_pairs classmethod 

get_success_status_response_pairs() -> (
    dict[HTTPStatusCode, type[HordeResponseTypes]]
)

Return a dict of HTTP status codes and the expected HordeResponse.

Defaults to {HTTPStatusCode.OK: cls.get_expected_response_type()}, but may be overridden to support other status codes.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_success_status_response_pairs(
    cls,
) -> dict[HTTPStatusCode, type[HordeResponseTypes]]:
    """Return a dict of HTTP status codes and the expected `HordeResponse`.

    Defaults to `{HTTPStatusCode.OK: cls.get_expected_response_type()}`, but may be overridden to support other
    status codes.
    """
    return {HTTPStatusCode.OK: cls.get_default_success_response_type()}

get_header_fields classmethod 

get_header_fields() -> list[str]

Return a list of field names from this request object that should be sent as header fields.

This is in addition to GenericHeaderFields's values, and possibly the API specific class which inherits from GenericHeaderFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_header_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as header fields.

    This is in addition to `GenericHeaderFields`'s values, and possibly the API specific class
    which inherits from `GenericHeaderFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_query_fields classmethod 

get_query_fields() -> list[str]

Return a list of field names from this request object that should be sent as query parameters.

This is in addition to GenericQueryFields's values, and possibly the API specific class which inherits from GenericQueryFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_query_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as query parameters.

    This is in addition to `GenericQueryFields`'s values, and possibly the API specific class
    which inherits from `GenericQueryFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_number_of_results_expected 

get_number_of_results_expected() -> int

Return the number of (job) results expected from this request.

Defaults to 1, but may be overridden to dynamically change the number of results expected.

This is factored into context management; if the number of results expected is not met, the job is considered unhandled on an exception and followed up on to attempt to close it.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_number_of_results_expected(self) -> int:
    """Return the number of (job) results expected from this request.

    Defaults to `1`, but may be overridden to dynamically change the number of results expected.

    This is factored into context management; if the number of results expected is not met, the job is considered
    unhandled on an exception and followed up on to attempt to close it.
    """
    return 1

get_requires_follow_up 

get_requires_follow_up() -> bool

Return whether this request requires a follow up request(s).

Returns:

  • bool ( bool ) –

    Whether this request requires a follow up request to close the job on the server.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_requires_follow_up(self) -> bool:
    """Return whether this request requires a follow up request(s).

    Returns:
        bool: Whether this request requires a follow up request to close the job on the server.
    """
    for response_type in self.get_success_status_response_pairs().values():
        if issubclass(response_type, ResponseRequiringFollowUpMixin):
            return True
    return False

SinglePeriodImgStat

Bases: HordeAPIObjectBaseModel

Represents the stats for a single period of image generation.

v2 API Model: SinglePeriodImgStat

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class SinglePeriodImgStat(HordeAPIObjectBaseModel):
    """Represents the stats for a single period of image generation.

    v2 API Model: `SinglePeriodImgStat`
    """

    images: int | None = Field(
        default=None,
    )
    """The amount of images generated during this period."""
    ps: int | None = Field(
        default=None,
    )
    """The amount of pixelsteps generated during this period."""

    @property
    def mps(self) -> int | None:
        """The amount of megapixelsteps generated during this period."""
        if self.ps is None:
            return None

        return self.ps // 1_000_000

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "SinglePeriodImgStat"

images class-attribute instance-attribute 

images: int | None = Field(default=None)

The amount of images generated during this period.

ps class-attribute instance-attribute 

ps: int | None = Field(default=None)

The amount of pixelsteps generated during this period.

mps property 

mps: int | None

The amount of megapixelsteps generated during this period.

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "SinglePeriodImgStat"

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

ImageStatsModelsTotalResponse

Bases: HordeResponseBaseModel

Summary statistics for all image models.

Represents the data returned from the /v2/stats/img/totals endpoint with http status code 200.

v2 API Model: StatsImgTotals

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class ImageStatsModelsTotalResponse(HordeResponseBaseModel):
    """Summary statistics for all image models.

    Represents the data returned from the /v2/stats/img/totals endpoint with http status code 200.

    v2 API Model: `StatsImgTotals`
    """

    day: SinglePeriodImgStat | None = None
    """The total stats for the past day."""
    hour: SinglePeriodImgStat | None = None
    """The total stats for the past hour."""
    minute: SinglePeriodImgStat | None = None
    """The total stats for the past minute."""
    month: SinglePeriodImgStat | None = None
    """The total stats for the past month."""
    total: SinglePeriodImgStat | None = None
    """The total stats for all time."""

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "StatsImgTotals"

day class-attribute instance-attribute 

day: SinglePeriodImgStat | None = None

The total stats for the past day.

hour class-attribute instance-attribute 

hour: SinglePeriodImgStat | None = None

The total stats for the past hour.

minute class-attribute instance-attribute 

minute: SinglePeriodImgStat | None = None

The total stats for the past minute.

month class-attribute instance-attribute 

month: SinglePeriodImgStat | None = None

The total stats for the past month.

total class-attribute instance-attribute 

total: SinglePeriodImgStat | None = None

The total stats for all time.

time_constructed property 

time_constructed: float

The time the model was constructed (in epoch time).

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "StatsImgTotals"

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

ImageStatsModelsTotalRequest

Bases: BaseAIHordeRequest

Request summary usage statistics across all image models.

Represents a GET request to the /v2/stats/img/totals endpoint.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class ImageStatsModelsTotalRequest(BaseAIHordeRequest):
    """Request summary usage statistics across all image models.

    Represents a GET request to the /v2/stats/img/totals endpoint.
    """

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return None

    @override
    @classmethod
    def get_http_method(cls) -> HTTPMethod:
        return HTTPMethod.GET

    @override
    @classmethod
    def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
        return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_img_totals

    @override
    @classmethod
    def get_default_success_response_type(cls) -> type[ImageStatsModelsTotalResponse]:
        return ImageStatsModelsTotalResponse

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

accept class-attribute instance-attribute 

accept: GenericAcceptTypes = json

The 'accept' header field.

client_agent class-attribute instance-attribute 

client_agent: str = Field(
    default=default_bridge_agent_string,
    alias="Client-Agent",
)

The requesting client's agent. You should set this to reflect the name, version and contact information for your client.

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return None

get_http_method classmethod 

get_http_method() -> HTTPMethod
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_http_method(cls) -> HTTPMethod:
    return HTTPMethod.GET

get_api_endpoint_subpath classmethod 

get_api_endpoint_subpath() -> AI_HORDE_API_ENDPOINT_SUBPATH
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
    return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_img_totals

get_default_success_response_type classmethod 

get_default_success_response_type() -> (
    type[ImageStatsModelsTotalResponse]
)
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_default_success_response_type(cls) -> type[ImageStatsModelsTotalResponse]:
    return ImageStatsModelsTotalResponse

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]
Source code in horde_sdk/generic_api/apimodels.py 
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@override
@classmethod
def get_sensitive_fields(cls) -> set[str]:
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

get_api_endpoint_url classmethod 

get_api_endpoint_url() -> str

Return the endpoint URL, including the path to the specific API action defined by this object.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_api_endpoint_url(cls) -> str:
    """Return the endpoint URL, including the path to the specific API action defined by this object."""
    return url_with_path(base_url=cls.get_api_url(), path=cls.get_api_endpoint_subpath())

get_api_url classmethod 

get_api_url() -> str
Source code in horde_sdk/ai_horde_api/apimodels/base.py 
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@override
@classmethod
def get_api_url(cls) -> str:
    return AI_HORDE_BASE_URL

get_success_status_response_pairs classmethod 

get_success_status_response_pairs() -> (
    dict[HTTPStatusCode, type[HordeResponseTypes]]
)

Return a dict of HTTP status codes and the expected HordeResponse.

Defaults to {HTTPStatusCode.OK: cls.get_expected_response_type()}, but may be overridden to support other status codes.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_success_status_response_pairs(
    cls,
) -> dict[HTTPStatusCode, type[HordeResponseTypes]]:
    """Return a dict of HTTP status codes and the expected `HordeResponse`.

    Defaults to `{HTTPStatusCode.OK: cls.get_expected_response_type()}`, but may be overridden to support other
    status codes.
    """
    return {HTTPStatusCode.OK: cls.get_default_success_response_type()}

get_header_fields classmethod 

get_header_fields() -> list[str]

Return a list of field names from this request object that should be sent as header fields.

This is in addition to GenericHeaderFields's values, and possibly the API specific class which inherits from GenericHeaderFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_header_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as header fields.

    This is in addition to `GenericHeaderFields`'s values, and possibly the API specific class
    which inherits from `GenericHeaderFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_query_fields classmethod 

get_query_fields() -> list[str]

Return a list of field names from this request object that should be sent as query parameters.

This is in addition to GenericQueryFields's values, and possibly the API specific class which inherits from GenericQueryFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_query_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as query parameters.

    This is in addition to `GenericQueryFields`'s values, and possibly the API specific class
    which inherits from `GenericQueryFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_number_of_results_expected 

get_number_of_results_expected() -> int

Return the number of (job) results expected from this request.

Defaults to 1, but may be overridden to dynamically change the number of results expected.

This is factored into context management; if the number of results expected is not met, the job is considered unhandled on an exception and followed up on to attempt to close it.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_number_of_results_expected(self) -> int:
    """Return the number of (job) results expected from this request.

    Defaults to `1`, but may be overridden to dynamically change the number of results expected.

    This is factored into context management; if the number of results expected is not met, the job is considered
    unhandled on an exception and followed up on to attempt to close it.
    """
    return 1

get_requires_follow_up 

get_requires_follow_up() -> bool

Return whether this request requires a follow up request(s).

Returns:

  • bool ( bool ) –

    Whether this request requires a follow up request to close the job on the server.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_requires_follow_up(self) -> bool:
    """Return whether this request requires a follow up request(s).

    Returns:
        bool: Whether this request requires a follow up request to close the job on the server.
    """
    for response_type in self.get_success_status_response_pairs().values():
        if issubclass(response_type, ResponseRequiringFollowUpMixin):
            return True
    return False

TextStatsModelResponse

Bases: HordeResponseBaseModel

Statistics for text model usage.

Represents the data returned from the /v2/stats/text/models endpoint with http status code 200.

v2 API Model: TxtModelStats

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@Unhashable
class TextStatsModelResponse(HordeResponseBaseModel):
    """Statistics for text model usage.

    Represents the data returned from the /v2/stats/text/models endpoint with http status code 200.

    v2 API Model: `TxtModelStats`
    """

    day: dict[str, int]
    """The stats for the past day."""
    month: dict[str, int]
    """The stats for the past month."""
    total: dict[str, int]
    """The total stats for all time."""

    @field_validator("day", "month", "total", mode="before")
    @classmethod
    def validate_timeframe_data(cls, v: dict[str, int | None]) -> dict[str, int]:
        """Validate the data for a timeframe.

        Args:
            v (dict[str, int | None]): The data for a timeframe.

        Raises:
            ValueError: If the data is invalid.

        Returns:
            dict[str, int]: The data for a timeframe.
        """
        if v is None:
            return {}

        return_v = {}
        # Replace all `None` values with 0
        for key, value in v.items():
            if value is None:
                return_v[key] = 0
            else:
                return_v[key] = value

        return return_v

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "TxtModelStats"

day instance-attribute 

day: dict[str, int]

The stats for the past day.

month instance-attribute 

month: dict[str, int]

The stats for the past month.

total instance-attribute 

total: dict[str, int]

The total stats for all time.

time_constructed property 

time_constructed: float

The time the model was constructed (in epoch time).

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

validate_timeframe_data classmethod 

validate_timeframe_data(
    v: dict[str, int | None],
) -> dict[str, int]

Validate the data for a timeframe.

Parameters:

  • v (dict[str, int | None]) –

    The data for a timeframe.

Raises:

  • ValueError –

    If the data is invalid.

Returns:

  • dict[str, int] –

    dict[str, int]: The data for a timeframe.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@field_validator("day", "month", "total", mode="before")
@classmethod
def validate_timeframe_data(cls, v: dict[str, int | None]) -> dict[str, int]:
    """Validate the data for a timeframe.

    Args:
        v (dict[str, int | None]): The data for a timeframe.

    Raises:
        ValueError: If the data is invalid.

    Returns:
        dict[str, int]: The data for a timeframe.
    """
    if v is None:
        return {}

    return_v = {}
    # Replace all `None` values with 0
    for key, value in v.items():
        if value is None:
            return_v[key] = 0
        else:
            return_v[key] = value

    return return_v

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "TxtModelStats"

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

TextStatsModelsRequest

Bases: BaseAIHordeRequest

Request the usage statistics for text models.

Represents a GET request to the /v2/stats/text/models endpoint.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class TextStatsModelsRequest(BaseAIHordeRequest):
    """Request the usage statistics for text models.

    Represents a GET request to the /v2/stats/text/models endpoint.
    """

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return None

    @override
    @classmethod
    def get_http_method(cls) -> HTTPMethod:
        return HTTPMethod.GET

    @override
    @classmethod
    def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
        return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_text_models

    @override
    @classmethod
    def get_default_success_response_type(cls) -> type[TextStatsModelResponse]:
        return TextStatsModelResponse

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

accept class-attribute instance-attribute 

accept: GenericAcceptTypes = json

The 'accept' header field.

client_agent class-attribute instance-attribute 

client_agent: str = Field(
    default=default_bridge_agent_string,
    alias="Client-Agent",
)

The requesting client's agent. You should set this to reflect the name, version and contact information for your client.

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return None

get_http_method classmethod 

get_http_method() -> HTTPMethod
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_http_method(cls) -> HTTPMethod:
    return HTTPMethod.GET

get_api_endpoint_subpath classmethod 

get_api_endpoint_subpath() -> AI_HORDE_API_ENDPOINT_SUBPATH
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
    return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_text_models

get_default_success_response_type classmethod 

get_default_success_response_type() -> (
    type[TextStatsModelResponse]
)
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_default_success_response_type(cls) -> type[TextStatsModelResponse]:
    return TextStatsModelResponse

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]
Source code in horde_sdk/generic_api/apimodels.py 
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@override
@classmethod
def get_sensitive_fields(cls) -> set[str]:
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

get_api_endpoint_url classmethod 

get_api_endpoint_url() -> str

Return the endpoint URL, including the path to the specific API action defined by this object.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_api_endpoint_url(cls) -> str:
    """Return the endpoint URL, including the path to the specific API action defined by this object."""
    return url_with_path(base_url=cls.get_api_url(), path=cls.get_api_endpoint_subpath())

get_api_url classmethod 

get_api_url() -> str
Source code in horde_sdk/ai_horde_api/apimodels/base.py 
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@override
@classmethod
def get_api_url(cls) -> str:
    return AI_HORDE_BASE_URL

get_success_status_response_pairs classmethod 

get_success_status_response_pairs() -> (
    dict[HTTPStatusCode, type[HordeResponseTypes]]
)

Return a dict of HTTP status codes and the expected HordeResponse.

Defaults to {HTTPStatusCode.OK: cls.get_expected_response_type()}, but may be overridden to support other status codes.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_success_status_response_pairs(
    cls,
) -> dict[HTTPStatusCode, type[HordeResponseTypes]]:
    """Return a dict of HTTP status codes and the expected `HordeResponse`.

    Defaults to `{HTTPStatusCode.OK: cls.get_expected_response_type()}`, but may be overridden to support other
    status codes.
    """
    return {HTTPStatusCode.OK: cls.get_default_success_response_type()}

get_header_fields classmethod 

get_header_fields() -> list[str]

Return a list of field names from this request object that should be sent as header fields.

This is in addition to GenericHeaderFields's values, and possibly the API specific class which inherits from GenericHeaderFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_header_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as header fields.

    This is in addition to `GenericHeaderFields`'s values, and possibly the API specific class
    which inherits from `GenericHeaderFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_query_fields classmethod 

get_query_fields() -> list[str]

Return a list of field names from this request object that should be sent as query parameters.

This is in addition to GenericQueryFields's values, and possibly the API specific class which inherits from GenericQueryFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_query_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as query parameters.

    This is in addition to `GenericQueryFields`'s values, and possibly the API specific class
    which inherits from `GenericQueryFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_number_of_results_expected 

get_number_of_results_expected() -> int

Return the number of (job) results expected from this request.

Defaults to 1, but may be overridden to dynamically change the number of results expected.

This is factored into context management; if the number of results expected is not met, the job is considered unhandled on an exception and followed up on to attempt to close it.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_number_of_results_expected(self) -> int:
    """Return the number of (job) results expected from this request.

    Defaults to `1`, but may be overridden to dynamically change the number of results expected.

    This is factored into context management; if the number of results expected is not met, the job is considered
    unhandled on an exception and followed up on to attempt to close it.
    """
    return 1

get_requires_follow_up 

get_requires_follow_up() -> bool

Return whether this request requires a follow up request(s).

Returns:

  • bool ( bool ) –

    Whether this request requires a follow up request to close the job on the server.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_requires_follow_up(self) -> bool:
    """Return whether this request requires a follow up request(s).

    Returns:
        bool: Whether this request requires a follow up request to close the job on the server.
    """
    for response_type in self.get_success_status_response_pairs().values():
        if issubclass(response_type, ResponseRequiringFollowUpMixin):
            return True
    return False

SinglePeriodTxtStat

Bases: HordeAPIObjectBaseModel

Represents the stats for a single period.

v2 API Model: SinglePeriodTxtStat

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class SinglePeriodTxtStat(HordeAPIObjectBaseModel):
    """Represents the stats for a single period.

    v2 API Model: `SinglePeriodTxtStat`
    """

    requests: int | None = Field(
        default=None,
    )
    """The number of requests made during this period."""
    tokens: int | None = Field(
        default=None,
    )
    """The number of tokens generated during this period."""

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "SinglePeriodTxtStat"

requests class-attribute instance-attribute 

requests: int | None = Field(default=None)

The number of requests made during this period.

tokens class-attribute instance-attribute 

tokens: int | None = Field(default=None)

The number of tokens generated during this period.

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "SinglePeriodTxtStat"

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

TextStatsModelsTotalResponse

Bases: HordeResponseBaseModel

Summary statistics for all text models.

Represents the data returned from the /v2/stats/text/totals endpoint with http status code 200.

v2 API Model: StatsTxtTotals

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@Unhashable
class TextStatsModelsTotalResponse(HordeResponseBaseModel):
    """Summary statistics for all text models.

    Represents the data returned from the /v2/stats/text/totals endpoint with http status code 200.

    v2 API Model: `StatsTxtTotals`
    """

    minute: dict[str, int]
    """The total stats for the past minute."""
    hour: dict[str, int]
    """The total stats for the past hour."""
    day: dict[str, int]
    """The total stats for the past day."""
    month: dict[str, int]
    """The total stats for the past month."""
    total: dict[str, int]
    """The total stats for all time."""

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return "StatsTxtTotals"

minute instance-attribute 

minute: dict[str, int]

The total stats for the past minute.

hour instance-attribute 

hour: dict[str, int]

The total stats for the past hour.

day instance-attribute 

day: dict[str, int]

The total stats for the past day.

month instance-attribute 

month: dict[str, int]

The total stats for the past month.

total instance-attribute 

total: dict[str, int]

The total stats for all time.

time_constructed property 

time_constructed: float

The time the model was constructed (in epoch time).

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return "StatsTxtTotals"

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]

Return a set of fields which should be redacted from logs.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_sensitive_fields(cls) -> set[str]:
    """Return a set of fields which should be redacted from logs."""
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

TextStatsModelsTotalRequest

Bases: BaseAIHordeRequest

Summary usage statistics across all text models.

Represents a GET request to the /v2/stats/text/totals endpoint.

Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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class TextStatsModelsTotalRequest(BaseAIHordeRequest):
    """Summary usage statistics across all text models.

    Represents a GET request to the /v2/stats/text/totals endpoint.
    """

    @override
    @classmethod
    def get_api_model_name(cls) -> str | None:
        return None

    @override
    @classmethod
    def get_http_method(cls) -> HTTPMethod:
        return HTTPMethod.GET

    @override
    @classmethod
    def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
        return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_text_totals

    @override
    @classmethod
    def get_default_success_response_type(cls) -> type[TextStatsModelsTotalResponse]:
        return TextStatsModelsTotalResponse

model_config class-attribute instance-attribute 

model_config = get_default_frozen_model_config_dict()

accept class-attribute instance-attribute 

accept: GenericAcceptTypes = json

The 'accept' header field.

client_agent class-attribute instance-attribute 

client_agent: str = Field(
    default=default_bridge_agent_string,
    alias="Client-Agent",
)

The requesting client's agent. You should set this to reflect the name, version and contact information for your client.

get_api_model_name classmethod 

get_api_model_name() -> str | None
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_model_name(cls) -> str | None:
    return None

get_http_method classmethod 

get_http_method() -> HTTPMethod
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_http_method(cls) -> HTTPMethod:
    return HTTPMethod.GET

get_api_endpoint_subpath classmethod 

get_api_endpoint_subpath() -> AI_HORDE_API_ENDPOINT_SUBPATH
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_api_endpoint_subpath(cls) -> AI_HORDE_API_ENDPOINT_SUBPATH:
    return AI_HORDE_API_ENDPOINT_SUBPATH.v2_stats_text_totals

get_default_success_response_type classmethod 

get_default_success_response_type() -> (
    type[TextStatsModelsTotalResponse]
)
Source code in horde_sdk/ai_horde_api/apimodels/stats.py 
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@override
@classmethod
def get_default_success_response_type(cls) -> type[TextStatsModelsTotalResponse]:
    return TextStatsModelsTotalResponse

get_sensitive_fields classmethod 

get_sensitive_fields() -> set[str]
Source code in horde_sdk/generic_api/apimodels.py 
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@override
@classmethod
def get_sensitive_fields(cls) -> set[str]:
    return {"apikey"}

get_extra_fields_to_exclude_from_log 

get_extra_fields_to_exclude_from_log() -> set[str]

Return an additional set of fields to exclude from the log_safe_model_dump method.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_extra_fields_to_exclude_from_log(self) -> set[str]:
    """Return an additional set of fields to exclude from the log_safe_model_dump method."""
    return set()

log_safe_model_dump 

log_safe_model_dump(
    extra_exclude: set[str] | None = None,
) -> dict[Any, Any]

Return a dict of the model's fields, with any sensitive fields redacted.

Source code in horde_sdk/generic_api/apimodels.py 
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def log_safe_model_dump(self, extra_exclude: set[str] | None = None) -> dict[Any, Any]:
    """Return a dict of the model's fields, with any sensitive fields redacted."""
    if extra_exclude is None:
        extra_exclude = set()

    if hasattr(self, "model_dump"):
        return self.model_dump(  # type: ignore
            exclude=self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude,
        )

    logger.warning("Model does not have a model_dump method. Using python native class compatible method.")
    logger.debug(
        "Generally this should not be relied upon. If you're seeing this and you're a developer for the SDK, "
        "consider using pydantic models instead.",
    )
    # Its not a pydantic model, use python native class compatible method
    return {
        key: getattr(self, key)
        for key in self.__dict__
        if key not in self.get_sensitive_fields() | self.get_extra_fields_to_exclude_from_log() | extra_exclude
    }

get_api_endpoint_url classmethod 

get_api_endpoint_url() -> str

Return the endpoint URL, including the path to the specific API action defined by this object.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_api_endpoint_url(cls) -> str:
    """Return the endpoint URL, including the path to the specific API action defined by this object."""
    return url_with_path(base_url=cls.get_api_url(), path=cls.get_api_endpoint_subpath())

get_api_url classmethod 

get_api_url() -> str
Source code in horde_sdk/ai_horde_api/apimodels/base.py 
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@override
@classmethod
def get_api_url(cls) -> str:
    return AI_HORDE_BASE_URL

get_success_status_response_pairs classmethod 

get_success_status_response_pairs() -> (
    dict[HTTPStatusCode, type[HordeResponseTypes]]
)

Return a dict of HTTP status codes and the expected HordeResponse.

Defaults to {HTTPStatusCode.OK: cls.get_expected_response_type()}, but may be overridden to support other status codes.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_success_status_response_pairs(
    cls,
) -> dict[HTTPStatusCode, type[HordeResponseTypes]]:
    """Return a dict of HTTP status codes and the expected `HordeResponse`.

    Defaults to `{HTTPStatusCode.OK: cls.get_expected_response_type()}`, but may be overridden to support other
    status codes.
    """
    return {HTTPStatusCode.OK: cls.get_default_success_response_type()}

get_header_fields classmethod 

get_header_fields() -> list[str]

Return a list of field names from this request object that should be sent as header fields.

This is in addition to GenericHeaderFields's values, and possibly the API specific class which inherits from GenericHeaderFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_header_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as header fields.

    This is in addition to `GenericHeaderFields`'s values, and possibly the API specific class
    which inherits from `GenericHeaderFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_query_fields classmethod 

get_query_fields() -> list[str]

Return a list of field names from this request object that should be sent as query parameters.

This is in addition to GenericQueryFields's values, and possibly the API specific class which inherits from GenericQueryFields, typically found in the horde_sdk.<api_name>_api.metadata module.

Source code in horde_sdk/generic_api/apimodels.py 
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@classmethod
def get_query_fields(cls) -> list[str]:
    """Return a list of field names from this request object that should be sent as query parameters.

    This is in addition to `GenericQueryFields`'s values, and possibly the API specific class
    which inherits from `GenericQueryFields`, typically found in the `horde_sdk.<api_name>_api.metadata` module.
    """
    return []

get_number_of_results_expected 

get_number_of_results_expected() -> int

Return the number of (job) results expected from this request.

Defaults to 1, but may be overridden to dynamically change the number of results expected.

This is factored into context management; if the number of results expected is not met, the job is considered unhandled on an exception and followed up on to attempt to close it.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_number_of_results_expected(self) -> int:
    """Return the number of (job) results expected from this request.

    Defaults to `1`, but may be overridden to dynamically change the number of results expected.

    This is factored into context management; if the number of results expected is not met, the job is considered
    unhandled on an exception and followed up on to attempt to close it.
    """
    return 1

get_requires_follow_up 

get_requires_follow_up() -> bool

Return whether this request requires a follow up request(s).

Returns:

  • bool ( bool ) –

    Whether this request requires a follow up request to close the job on the server.

Source code in horde_sdk/generic_api/apimodels.py 
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def get_requires_follow_up(self) -> bool:
    """Return whether this request requires a follow up request(s).

    Returns:
        bool: Whether this request requires a follow up request to close the job on the server.
    """
    for response_type in self.get_success_status_response_pairs().values():
        if issubclass(response_type, ResponseRequiringFollowUpMixin):
            return True
    return False