source/src/strata/modeling/compose/__init__.py

"""Type-directed compiler and exact relational execution for STRATA-COMPOSE."""

from strata.modeling.compose.ast import (
    AnchorRef,
    Apply,
    ProgramNode,
    ProgramTypeError,
    anchor_ref,
    apply_chain,
    canonicalize,
    operator_chain,
)
from strata.modeling.compose.anchors import (
    AnchorLinkOutput,
    ParticipantFacetAnchorLinker,
    StructuredAnchorLinker,
    TypedCandidateAnchorLinker,
    copied_anchor,
)
from strata.modeling.compose.chart_parser import ChartItem, ParseResult, TypedChartParser
from strata.modeling.compose.executor import (
    TypedAlgebraGraph,
    TypedGraphValue,
    TypedProgramExecutor,
    permute_graph,
    permute_value,
)
from strata.modeling.compose.evidence_lattice import (
    EvidenceDecision,
    decide_evidence,
    decide_evidence_tensor,
)
from strata.modeling.compose.fragments import (
    FunctionFragment,
    LexicalCandidate,
    LexicalFragmentClassifier,
)
from strata.modeling.compose.lm_adapter import (
    AlgebraGraphReadAdapter,
    ComposeLMOutput,
    FrozenLMWithAlgebraRead,
    SparseAlgebraGraphRead,
)
from strata.modeling.compose.head_quotient import (
    ExportedHeadQuotientAttention,
    GraphProgram,
    GroupedGraphReadAdapter,
    HeadKVCache,
    HeadMode,
    HeadQuotientAttention,
    HeadQuotientBlock,
    HeadQuotientLM,
    HeadQuotientIncrementalOutput,
    HeadQuotientOutput,
    ScopedGraphRead,
    StaticProgramGraphReadAdapter,
    StaticScopedGraphReadAdapter,
    sparsemax,
)
from strata.modeling.compose.natural_compiler import (
    NaturalAtomicCompiler,
    NaturalCompilerOutput,
    decode_valid_spans,
    gated_compiler_reliability,
)
from strata.modeling.compose.natural_grounder import (
    NaturalGrounderOutput,
    NaturalMentionGrounder,
    decode_joint_assignment,
    set_valued_assignment_loss,
)
from strata.modeling.compose.natural_denotation_ranker import (
    DenotationRankerOutput,
    FrameConditionedDenotationRanker,
    decode_role_specific,
)
from strata.modeling.compose.prunable_attention import (
    AlgebraOverlapBlock,
    ExportedAlgebraBlock,
    PrunableAlgebraLM,
    PrunableLMOutput,
)
from strata.modeling.compose.position_extension import SegmentFactorizedPositionExtension
from strata.modeling.compose.residual_memory import (
    BoundedFusionOutput,
    ResidualMemory,
    ResidualNodeType,
    SparseResidualRead,
    bounded_graph_residual_fusion,
    graph_residual_orthogonality_loss,
    reconstruction_residual,
    residual_utility,
    select_residual_memory,
    sparse_residual_read,
)
from strata.modeling.compose.types import (
    GraphOperator,
    OPERATOR_SIGNATURES,
    OperatorSignature,
    SemanticType,
    signature,
)

__all__ = [
    "AnchorLinkOutput",
    "AnchorRef",
    "AlgebraGraphReadAdapter",
    "GroupedGraphReadAdapter",
    "ExportedHeadQuotientAttention",
    "GraphProgram",
    "HeadKVCache",
    "HeadMode",
    "HeadQuotientAttention",
    "HeadQuotientBlock",
    "HeadQuotientLM",
    "HeadQuotientIncrementalOutput",
    "HeadQuotientOutput",
    "ScopedGraphRead",
    "StaticProgramGraphReadAdapter",
    "StaticScopedGraphReadAdapter",
    "sparsemax",
    "AlgebraOverlapBlock",
    "Apply",
    "BoundedFusionOutput",
    "ChartItem",
    "ComposeLMOutput",
    "FunctionFragment",
    "FrozenLMWithAlgebraRead",
    "GraphOperator",
    "LexicalCandidate",
    "LexicalFragmentClassifier",
    "NaturalAtomicCompiler",
    "NaturalCompilerOutput",
    "NaturalGrounderOutput",
    "NaturalMentionGrounder",
    "DenotationRankerOutput",
    "FrameConditionedDenotationRanker",
    "OPERATOR_SIGNATURES",
    "OperatorSignature",
    "ParseResult",
    "ParticipantFacetAnchorLinker",
    "ProgramNode",
    "ProgramTypeError",
    "PrunableAlgebraLM",
    "PrunableLMOutput",
    "ResidualMemory",
    "ResidualNodeType",
    "SemanticType",
    "SparseAlgebraGraphRead",
    "SparseResidualRead",
    "SegmentFactorizedPositionExtension",
    "StructuredAnchorLinker",
    "TypedAlgebraGraph",
    "TypedCandidateAnchorLinker",
    "TypedChartParser",
    "TypedGraphValue",
    "TypedProgramExecutor",
    "ExportedAlgebraBlock",
    "EvidenceDecision",
    "anchor_ref",
    "apply_chain",
    "bounded_graph_residual_fusion",
    "canonicalize",
    "copied_anchor",
    "decide_evidence",
    "decide_evidence_tensor",
    "decode_valid_spans",
    "decode_joint_assignment",
    "decode_role_specific",
    "gated_compiler_reliability",
    "graph_residual_orthogonality_loss",
    "operator_chain",
    "permute_graph",
    "permute_value",
    "reconstruction_residual",
    "residual_utility",
    "select_residual_memory",
    "signature",
    "set_valued_assignment_loss",
    "sparse_residual_read",
]