2019-04-24 400 clusters MWC=1¶Issue 209 GL exception 'list index out of range'
"Child Directed Speech" corpus, "LG-E-clean" dataset,
trash filter off: min_word_count = 1, max_sentence_length off, Link Grammar 5.5.1.
Server 94, fresh clone of singnet repository 2019-04-03, fresh ull environment ~ 2018-03-18
import os, sys, time
module_path = os.path.abspath(os.path.join('..'))
if module_path not in sys.path: sys.path.append(module_path)
from src.grammar_learner.utl import UTC, test_stats
from src.grammar_learner.read_files import check_dir, check_corpus
from src.grammar_learner.write_files import list2file
from src.grammar_learner.widgets import html_table
from src.grammar_learner.pqa_table import table_rows, params, wide_rows
tmpath = module_path + '/tmp/'
check_dir(tmpath, True, 'none')
start = time.time()
runs = (1,1)
print(UTC(), ':: module_path:', module_path)
corpus = 'CDS' # 'Child Directed Speech'
dataset = 'LG-E-clean'
kwargs = {
'max_sentence_length': 99 ,
'max_unparsed_words' : 10 ,
'left_wall' : '' ,
'period' : False ,
'context' : 1 , # 1: connector-based word space
'min_word_count': 1 , # 31,21,11,6,1
'word_space' : 'sparse' ,
'clustering' : ['agglomerative', 'ward'],
'clustering_metric' : ['silhouette', 'cosine'],
'cluster_range' : [400] ,
'top_level' : 0.01 ,
'grammar_rules' : 2 , # disjunct-based grammar rules
'max_disjuncts' : 1000000 , # off
'stop_words' : [] ,
'tmpath' : tmpath ,
'verbose' : '+' ,
'template_path' : 'poc-turtle',
'linkage_limit' : 1000 }
rp = module_path + '/data/CDS/LG-E-clean'
cp = rp # corpus path = reference_path
out_dir = module_path + '/output/' + '_issue_209_CDS-ALE-ILE-' + str(UTC())[:10] +'_'
print(UTC(), '\n', out_dir)
%%capture
table = []
line = [['', corpus, dataset, 0, 0, 'none']]
kwargs['min_word_count'] = 1 # 31
a, _, header, log, rules = wide_rows(line, out_dir, cp, rp, runs, **kwargs)
header[0] = ''
table.extend(a)
display(html_table([header] + a)); print(test_stats(log))