def single_ann_measures(a, kirchhoff=False):
c = Counter()
c['lexnodes'] = len(a.lexnodes)
c['1W'] = sum(1 for n in a.lexnodes if len(n.tokens)==1)
c['MW'] = sum(1 for n in a.lexnodes if len(n.tokens)>1)
c['omittedtoks'] = len(a.alltokens)-sum(len(n.tokens) for n in a.lexnodes)
c['coordnodes'] = len(a.coordnodes)
c['anaphlinks'] = len(a.anaphlinks)
c['FNs'] = len(a.fenodes)
c['explicitly rooted utterances'] = len(a.root.children)
#print({n: n.depth for n in a.nodes})
simplify_coord(a)
c['projective'] = int(a.isProjective)
# literal number of connected components in the graph (not counting the root when nothing was explicitly attached to it)
c['fragments'] = len({n.frag for n in a.nodes if n.frag.nodes!={a.root}})
assert c['fragments']>0,(a.nodes,a.lexnodes)
c['max utterances'] = max(1,c['explicitly rooted utterances'])+(c['fragments']-1)
c['min utterances'] = max(1,c['explicitly rooted utterances'])
assert c['max utterances']>=c['min utterances'],c
upward(a)
downward(a)
c['possible utterance heads'] = sum(int(a.root in n.parentcandidates) for n in a.lexnodes)
promcom(a,c, kirchhoff=kirchhoff)
return c
def main(annsFF, verbose=False, simplifycoords=False, updatelex=False, escapebrackets=False):
assert len(annsFF)>=2
i = 0
allC = Counter()
while True: # iterate over items
annsJ = [] # JSON input objects, one per annotator
anns = [] # FUDG graphs, one per annotator
locs = []
try:
for j,annsF in enumerate(annsFF): # iterate over annotators
#print('.',j,file=sys.stderr)
ln = next(annsF)
loc, sent, annJS = ln[:-1].split('\t')
locs.append(loc)
if j==0:
sent0 = sent
try:
assert sent==sent0,(sent0,sent) # TODO: hmm, why is this failing?
except AssertionError as ex:
print(ex, file=sys.stderr)
annJ = json.loads(annJS)
annsJ.append(annJ)
if verbose:
print(i, loc, '<<', sent, file=sys.stderr)
print(annJ, file=sys.stderr)
#a = FUDGGraph(annJ)
#anns.append(a)
if simplifycoords:
aX = FUDGGraph(annJ)
simplify_coord(aX)
annsJ[-1] = annJ = aX.to_json_simplecoord()
#if verbose: print(annJ, file=sys.stderr)
mergedJ = merge(annsJ, updatelex=updatelex)
output = '|'.join(locs) + '\t' + sent + '\t' + json.dumps(mergedJ)
if verbose:
print(output, file=sys.stderr)
try:
a = FUDGGraph(mergedJ)
print(output)
try:
c = single_ann_measures(a)
if verbose: print(c, file=sys.stderr)
allC += c
except Exception as ex:
print('CANNOT EVALUATE MERGE',loc,'::',ex, file=sys.stderr)
allC['invalid'] += 1
except Exception as ex:
if 'cycle' in ex.message:
print('CANNOT MERGE',loc,'::',ex, file=sys.stderr)
else:
raise
print() # blank line--invalid merge!
i += 1
except StopIteration:
break
print(allC, file=sys.stderr)
def main(annsFF, verbose=False, simplifycoords=False, updatelex=False, escapebrackets=False):
assert len(annsFF)>=2
i = 0
allC = Counter()
while True: # iterate over items
annsJ = [] # JSON input objects, one per annotator
anns = [] # FUDG graphs, one per annotator
locs = []
try:
for j,annsF in enumerate(annsFF): # iterate over annotators
#print('.',j,file=sys.stderr)
ln = next(annsF)
loc, sent, annJS = ln[:-1].split('\t')
locs.append(loc)
if j==0:
sent0 = sent
try:
assert sent==sent0,(sent0,sent) # TODO: hmm, why is this failing?
except AssertionError as ex:
print(ex, file=sys.stderr)
annJ = json.loads(annJS)
annsJ.append(annJ)
if verbose:
print(i, loc, '<<', sent, file=sys.stderr)
print(annJ, file=sys.stderr)
#a = FUDGGraph(annJ)
#anns.append(a)
if simplifycoords:
aX = FUDGGraph(annJ)
simplify_coord(aX)
annsJ[-1] = annJ = aX.to_json_simplecoord()
#if verbose: print(annJ, file=sys.stderr)
mergedJ = merge(annsJ, updatelex=updatelex)
output = '|'.join(locs) + '\t' + sent + '\t' + json.dumps(mergedJ)
if verbose:
print(output, file=sys.stderr)
try:
a = FUDGGraph(mergedJ)
print(output)
try:
c = single_ann_measures(a)
if verbose: print(c, file=sys.stderr)
allC += c
except Exception as ex:
print('CANNOT EVALUATE MERGE',loc,'::',ex, file=sys.stderr)
allC['invalid'] += 1
except Exception as ex:
if 'cycle' in ex.message:
print('CANNOT MERGE',loc,'::',ex, file=sys.stderr)
else:
raise
print() # blank line--invalid merge!
i += 1
except StopIteration:
break
print(allC, file=sys.stderr)