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-rwxr-xr-xexample/cdec/cdec2json.py93
-rw-r--r--example/cdec/default.ini2
-rw-r--r--example/cdec/passthrough.ini2
3 files changed, 95 insertions, 2 deletions
diff --git a/example/cdec/cdec2json.py b/example/cdec/cdec2json.py
new file mode 100755
index 0000000..66bc8b4
--- /dev/null
+++ b/example/cdec/cdec2json.py
@@ -0,0 +1,93 @@
+#!/usr/bin/env python2
+
+import cdec
+import sys, argparse
+import json, gzip
+
+def hg2json(hg, weights):
+ """
+ hackishly output a JSON representation of a cdec hypegraph
+
+ TODO: cdec now uses boost's serialization instead of JSON
+ (github repo @b88176dc4fd53480e77d601ff63bf5300cf8fc7f
+ still uses the old format)
+ """
+ res = ''
+ res += "{\n"
+ # rules
+ res += '"rules":[\n'
+ rules = []
+ for i in hg.edges:
+ s = json.dumps(str(i.trule))
+ try:
+ rules.index(s)
+ except:
+ rules.append(s)
+ res += ",\n".join(rules)
+ res += "\n],\n"
+ # nodes
+ res += '"nodes":'+"\n"
+ res += "[\n"
+ a = []
+ a.append('{ "id":0, "symbol":"root", "span":[-1,-1] }')
+ for i in hg.nodes:
+ a.append('{ "id":%d, "symbol":"%s", "span":[%d,%d] }'%(i.id+1, i.cat, i.span[0], i.span[1]))
+ res += ",\n".join(a)+"\n"
+ res += "],\n"
+ # edges
+ res += '"edges":'+"\n"
+ res += "[\n"
+ a = []
+ for i in hg.edges:
+ s = "{"
+ s += '"head":%d'%(i.head_node.id+1)
+ s += ', "rule":%s'%(rules.index(json.dumps(str(i.trule))))
+ # tails
+ if len(list(i.tail_nodes)) > 0:
+ s += ', "tails":[ %s ],'%(",".join([str(n.id+1) for n in i.tail_nodes]))
+ else:
+ s += ', "tails":[ 0 ],'
+ s += ' "score":%s }'%(i.prob)
+ a.append(s)
+ res += ",\n".join(a)+"\n"
+ res += "]\n"
+ res += "}\n"
+ return res
+
+def main():
+ parser = argparse.ArgumentParser(description='get a nice json representation of cdec hypergraphs')
+ parser.add_argument('-c', '--config', required=True, help='decoder configuration')
+ parser.add_argument('-w', '--weights', required=True, help='feature weights')
+ parser.add_argument('-g', '--grammar', required=False, help='grammar')
+ args = parser.parse_args()
+ with open(args.config) as config:
+ config = config.read()
+ decoder = cdec.Decoder(config)
+ decoder.read_weights(args.weights)
+ ins = sys.stdin.readline().strip()
+ if args.grammar:
+ if args.grammar.split('.')[-1] == 'gz':
+ with gzip.open(args.grammar) as grammar:
+ grammar = grammar.read()
+ else:
+ with open(args.grammar) as grammar:
+ grammar = grammar.read()
+ hg = decoder.translate(ins, grammar=grammar)
+ else:
+ hg = decoder.translate(ins)
+
+ sys.stderr.write("input:\n '%s'\n"%(ins))
+ sys.stderr.write("viterbi translation:\n '%s'\n"%(hg.viterbi()))
+ num_nodes = 0
+ for i in hg.nodes: num_nodes+=1
+ sys.stderr.write("# nodes = %s\n"%(num_nodes))
+ num_edges = 0
+ for i in hg.edges: num_edges+=1
+ sys.stderr.write("# edges = %s\n"%(num_edges))
+ sys.stderr.write("viterbi score = %s\n"%(round(hg.viterbi_features().dot(decoder.weights), 2)))
+
+ print hg2json(hg, decoder.weights).encode('utf-8')
+
+if __name__=="__main__":
+ main()
+
diff --git a/example/cdec/default.ini b/example/cdec/default.ini
index 10ea512..8174118 100644
--- a/example/cdec/default.ini
+++ b/example/cdec/default.ini
@@ -1,3 +1,3 @@
formalism=scfg
intersection_strategy=full
-scfg_max_span_limit=999999999
+scfg_max_span_limit=2147483647 # std::numeric_limits<int>::max() on my machine
diff --git a/example/cdec/passthrough.ini b/example/cdec/passthrough.ini
index d9280ad..15ed4b6 100644
--- a/example/cdec/passthrough.ini
+++ b/example/cdec/passthrough.ini
@@ -1,4 +1,4 @@
formalism=scfg
intersection_strategy=full
-scfg_max_span_limit=999999999
+scfg_max_span_limit=2147483647 # std::numeric_limits<int>::max() on my machine
add_pass_through_rules=true