1 files changed, 65 insertions, 22 deletions
diff --git a/python/src/hypergraph.pxd b/python/src/hypergraph.pxd
index 4aef6955..886660bf 100644
--- a/python/src/hypergraph.pxd
+++ b/python/src/hypergraph.pxd
@@ -1,41 +1,84 @@
 from libcpp.string cimport string
 from libcpp.vector cimport vector
 from utils cimport *
-cimport lattice
+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 "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_
+        prob_t edge_prob_ # weights.dot(feature_values_)
+        # typically source span:
+        short int i_
+        short int j_
+
+    ctypedef HypergraphEdge const_HypergraphEdge "const Hypergraph::Edge"
+
+    cdef cppclass HypergraphNode "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_
+
+    ctypedef HypergraphNode const_HypergraphNode "const Hypergraph::Node"
+
     cdef cppclass Hypergraph:
-        cppclass Node:
-            int id_
-            WordID cat_
-            WordID NT()
-            #EdgesVector in_edges_
-            #EdgesVector out_edges_
         Hypergraph(Hypergraph)
-        vector[Node] nodes_
+        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":
-    cdef prob_t ViterbiESentence(Hypergraph hg, vector[WordID]* trans)
-    cdef string ViterbiETree(Hypergraph hg)
+    prob_t ViterbiESentence(Hypergraph& hg, vector[WordID]* trans)
+    string ViterbiETree(Hypergraph& hg)
+    prob_t 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 WriteAsCFG(Hypergraph hg)
-    #void WriteTarget(string base, unsigned sent_id, Hypergraph hg)
-
-    void ReadFromPLF(string inp, Hypergraph* out, int line=*)
-    string AsPLF(Hypergraph hg, bint include_global_parentheses=*)
-    string AsPLF(lattice.Lattice lat, bint include_global_parentheses=*)
-    void PLFtoLattice(string plf, lattice.Lattice* pl)
+    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.Lattice target, Hypergraph* hg)
+    bint Intersect(Lattice& target, Hypergraph* hg)
 
 cdef extern from "decoder/hg_sampler.h" namespace "HypergraphSampler":
     cdef cppclass Hypothesis:
         vector[WordID] words
-        SparseVector[double] fmap
+        FastSparseVector[weight_t] fmap
         prob_t model_score
-    void sample_hypotheses(Hypergraph hg, unsigned n, MT19937* rng, vector[Hypothesis]* hypos)
+    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":
+    prob_t InsideOutside "InsideOutside<prob_t, EdgeProb, SparseVector<prob_t>, EdgeFeaturesAndProbWeightFunction>" (Hypergraph& hg, FastSparseVector[prob_t]* result)