Struct EpistemicEvalResult 

pub struct EpistemicEvalResult {
    pub atoms: Vec<String>,
    pub prob: Py<PyAny>,
    pub log_prob: Py<PyAny>,
    pub log_z_e: f64,
    pub trace: Py<PyAny>,
}

Exact probabilities conditioned on an accepted epistemic world view.

prob/log_prob are DLPack capsules over device memory, like EvalResult. trace carries the production-path counters of the epistemic->probability adapter: they are the evidence that conditioning actually happened on the GPU.

log_z_e is log P(evidence): the exact log-probability of the conditioned evidence under the probabilistic program’s distribution, computed by weighted model counting over the compiled circuit. Query probabilities are exp(log_z_eq - log_z_e). When the conditioned atoms are independent root facts it coincides with the log of the product of their priors, but that is a special case, not the definition: evidence on a derived atom, on atoms sharing an ancestor, or negated evidence all diverge from the product form.

Fields

atoms: Vec<String>

prob: Py<PyAny>

log_prob: Py<PyAny>

log_z_e: f64

trace: Py<PyAny>

Trait Implementations

impl DerefToPyAny for EpistemicEvalResult

impl ExtractPyClassWithClone for EpistemicEvalResult

impl<'py> IntoPyObject<'py> for EpistemicEvalResult

type Target = EpistemicEvalResult

The Python output type

type Output = Bound<'py, <EpistemicEvalResult as IntoPyObject<'py>>::Target>

The smart pointer type to use.

type Error = PyErr

The type returned in the event of a conversion error.

fn into_pyobject( self, py: Python<'py>, ) -> Result<<Self as IntoPyObject<'_>>::Output, <Self as IntoPyObject<'_>>::Error>

Performs the conversion.

impl PyClass for EpistemicEvalResult

const NAME: &str = "EpistemicEvalResult"

Name of the class.

type Frozen = False

Whether the pyclass is frozen.

impl PyClassImpl for EpistemicEvalResult

const MODULE: Option<&str> = ::core::option::Option::None

Module which the class will be associated with.

const IS_BASETYPE: bool = false

#[pyclass(subclass)]

const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]

const IS_MAPPING: bool = false

#[pyclass(mapping)]

const IS_SEQUENCE: bool = false

#[pyclass(sequence)]

const IS_IMMUTABLE_TYPE: bool = false

#[pyclass(immutable_type)]

const RAW_DOC: &'static CStr = /// an ancestor, or negated evidence all diverge from the product form.

Docstring for the class provided on the struct or enum.

const DOC: &'static CStr

Fully rendered class doc, including the text_signature if a constructor is defined.

type Layout = <<EpistemicEvalResult as PyClassImpl>::BaseNativeType as PyClassBaseType>::Layout<EpistemicEvalResult>

Description of how this class is laid out in memory

type BaseType = PyAny

Base class

type ThreadChecker = NoopThreadChecker

This handles following two situations:

type Inventory = Pyo3MethodsInventoryForEpistemicEvalResult

type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable

type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.

type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.

type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.

fn items_iter() -> PyClassItemsIter

fn lazy_type_object() -> &'static LazyTypeObject<Self>

fn dict_offset() -> Option<PyObjectOffset>

Used to provide the dictoffset slot (equivalent to tp_dictoffset)

fn weaklist_offset() -> Option<PyObjectOffset>

Used to provide the weaklistoffset slot (equivalent to tp_weaklistoffset

impl PyTypeInfo for EpistemicEvalResult

const NAME: &str = <Self as ::pyo3::PyClass>::NAME

👎Deprecated since 0.28.0:

prefer using ::type_object(py).name() to get the correct runtime value

Class name.

const MODULE: Option<&str> = <Self as ::pyo3::impl_::pyclass::PyClassImpl>::MODULE

👎Deprecated since 0.28.0:

prefer using ::type_object(py).module() to get the correct runtime value

Module name, if any.

fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.

fn type_object(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.

fn is_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.

fn is_exact_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.