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from libcpp.string cimport string
from libcpp.vector cimport vector
from utils cimport *
from grammar cimport TRule
from lattice cimport Lattice
cdef extern from "decoder/hg.h":
cdef cppclass EdgeMask "std::vector<bool>":
EdgeMask(int size)
bint& operator[](int)
cdef cppclass HypergraphEdge "const Hypergraph::Edge":
int id_
int head_node_ # position in hg.nodes_
SmallVector[unsigned] tail_nodes_ # positions in hg.nodes_
shared_ptr[TRule] rule_
FastSparseVector[weight_t] feature_values_
LogVal[double] edge_prob_ # weights.dot(feature_values_)
# typically source span:
short int i_
short int j_
cdef cppclass HypergraphNode "const Hypergraph::Node":
int id_
WordID cat_ # non-terminal category if <0, 0 if not set
vector[int] in_edges_ # positions in hg.edge_prob_
vector[int] out_edges_ # positions in hg.edge_prob_
cdef cppclass Hypergraph:
Hypergraph(Hypergraph)
vector[HypergraphNode] nodes_
vector[HypergraphEdge] edges_
int GoalNode()
double NumberOfPaths()
void Reweight(vector[weight_t]& weights)
void Reweight(FastSparseVector& weights)
bint PruneInsideOutside(double beam_alpha,
double density,
EdgeMask* preserve_mask,
bint use_sum_prod_semiring,
double scale,
bint safe_inside)
cdef extern from "decoder/viterbi.h":
LogVal[double] ViterbiESentence(Hypergraph& hg, vector[WordID]* trans)
string ViterbiETree(Hypergraph& hg)
LogVal[double] ViterbiFSentence(Hypergraph& hg, vector[WordID]* trans)
string ViterbiFTree(Hypergraph& hg)
FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg)
FastSparseVector[weight_t] ViterbiFeatures(Hypergraph& hg,
FastSparseVector[weight_t]* weights,
bint fatal_dotprod_disagreement)
string JoshuaVisualizationString(Hypergraph& hg)
cdef extern from "decoder/hg_io.h" namespace "HypergraphIO":
bint ReadFromJSON(istream* inp, Hypergraph* out)
bint WriteToJSON(Hypergraph& hg, bint remove_rules, ostream* out)
void ReadFromPLF(string& inp, Hypergraph* out, int line)
string AsPLF(Hypergraph& hg, bint include_global_parentheses)
void PLFtoLattice(string& plf, Lattice* pl)
string AsPLF(Lattice& lat, bint include_global_parentheses)
cdef extern from "decoder/hg_intersect.h" namespace "HG":
bint Intersect(Lattice& target, Hypergraph* hg)
cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler":
cdef cppclass Hypothesis:
vector[WordID] words
FastSparseVector[weight_t] fmap
LogVal[double] model_score
void sample_hypotheses(Hypergraph& hg,
unsigned n,
MT19937* rng,
vector[Hypothesis]* hypos)
cdef extern from "decoder/csplit.h" namespace "CompoundSplit":
int GetFullWordEdgeIndex(Hypergraph& forest)
cdef extern from "decoder/inside_outside.h":
LogVal[double] InsideOutside "InsideOutside<prob_t, EdgeProb, SparseVector<prob_t>, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[LogVal[double]]* result)
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