def get_synset_by_sk(gwn, sk, report_file=None, compact=True):
''' Search synset in WordNet Gloss Corpus by sensekey'''
if report_file is None:
report_file = TextReport() # Default to stdout
report_file.print("Looking for synsets by sensekey (Provided: %s)\n" % sk)
synset = gwn.get_synset_by_sk(sk)
dump_synset(synset, report_file=report_file, compact=compact)
return synset
def get_synsets_by_term(gwn, t, pos=None, report_file=None, compact=True):
''' Search synset in WordNet Gloss Corpus by term'''
if report_file is None:
report_file = TextReport() # Default to stdout
report_file.print(
"Looking for synsets by term (Provided: %s | pos = %s)\n" % (t, pos))
synsets = gwn.get_synsets_by_term(t, pos)
dump_synsets(synsets, report_file, compact=compact)
return synsets
def get_synsets_by_term(wng_db_loc, t, pos, report_file=None):
''' Search synset in WordNet Gloss Corpus by term
'''
if report_file == None:
report_file = TextReport() # Default to stdout
report_file.print("Looking for synsets by term (Provided: %s | pos = %s)\n" % (t, pos))
db = SQLiteGWordNet(wng_db_loc)
synsets = db.get_synsets_by_term(t, pos)
dump_synsets(synsets, report_file)
def get_synset_by_sk(wng_db_loc, sk, report_file=None):
''' Search synset in WordNet Gloss Corpus by sensekey
'''
if report_file == None:
report_file = TextReport() # Default to stdout
report_file.print("Looking for synsets by sensekey (Provided: %s)\n" % sk)
db = SQLiteGWordNet(wng_db_loc)
synsets = db.get_synset_by_sk(sk)
dump_synsets(synsets, report_file)
def get_synset_by_id(wng_db_loc, synsetid, report_file=None):
''' Search synset in WordNet Gloss Corpus by synset ID
'''
if report_file == None:
report_file = TextReport() # Default to stdout
report_file.print("Looking for synsets by synsetid (Provided: %s)\n" % synsetid)
db = SQLiteGWordNet(wng_db_loc)
if len(synsetid) == 10 and synsetid[8] == '-':
synsetid = synsetid[9] + synsetid[:8]
synsets = db.get_synset_by_id(synsetid)
dump_synsets(synsets, report_file)
def omw_vs_gwn():
rp = TextReport("data/omw_new.txt")
omw_ssids = set(get_omw_synsets())
gwn_ssids = set(get_gwn_synsets())
omw_new = omw_ssids - gwn_ssids
for ss in omw_new:
s = omw.get_synset(ss)
lemma = s.lemma if s.lemma else "** no lex **"
if len(s.definitions) == 0:
rp.print(join("\t", s.ID, lemma, "** no def **"))
elif len(s.definitions) == 1:
rp.print(join("\t", s.ID, lemma, s.definition))
else:
rp.print(join("\t", s.ID, lemma, s.definitions[0]))
for d in s.definitions[1:]:
rp.print("\t\t" + d)
def dump_synsets(synsets, report_file=None):
''' Dump a SynsetCollection to stdout
Arguments:
synsets -- List of synsets to dump
report_file -- An instance of TextReport
'''
if report_file == None:
report_file = TextReport() # Default to stdout
if synsets:
for synset in synsets:
dump_synset(synset, report_file=report_file)
report_file.print("Found %s synset(s)" % synsets.count())
else:
report_file.print("None was found!")
class TestHelperMethods(unittest.TestCase):
nullrep = TextReport('/dev/null')
def test_dump_synset(self):
print("Test get synset by ID")
gwn = get_gwn()
ss = get_synset_by_id(gwn, '01775535-v')
self.assertIsNotNone(ss)
self.assertGreater(len(ss.lemmas), 0)
self.assertGreater(len(ss.keys), 0)
self.assertGreater(len(ss.glosses), 0)
dump_synset(ss)
pass
def test_dump_synsets(self):
dump_synsets(None)
def test_get_by_term(self):
sses = get_synsets_by_term(GWNSQL(YLConfig.GWN30_DB),
'test',
report_file=self.nullrep)
self.assertEqual(len(sses), 13)
def test_get_by_sk(self):
ss = get_synset_by_sk(get_gwn(),
'test%2:41:00::',
report_file=self.nullrep)
self.assertIsNotNone(ss)
def test_timer(self):
rp = TextReport.string()
t = Timer(report=rp)
msg = "Do something expensive"
t.start(msg)
do_expensive()
t.stop(msg)
getLogger().debug(rp.content())
self.assertIn("Started", rp.content())
self.assertIn("Stopped", rp.content())
# test do()
rp = TextReport.string()
t = Timer(report=rp)
t.do(lambda: do_expensive(), desc=msg)
self.assertIn("Started", rp.content())
self.assertIn("Stopped", rp.content())
getLogger().debug(rp.content())
def get_synset_by_id(gwn, synsetid_str, report_file=None, compact=True):
''' Search synset in WordNet Gloss Corpus by synset ID'''
if report_file is None:
report_file = TextReport() # Default to stdout
report_file.print("Looking for synsets by synsetid (Provided: %s)\n" %
synsetid_str)
# Get synset infro from GlossWordnet
try:
synsetid = SynsetID.from_string(synsetid_str)
synset = gwn.get_synset_by_id(synsetid.to_gwnsql())
dump_synset(synset, report_file=report_file, compact=compact)
return synset
except Exception as e:
logger.exception(e)
logger.error(
" >>>> Error: (Synset ID should be in this format 12345678-n)")
def test_textreport(self):
with TextReport.null() as rp:
rp.writeline("null")
rp.writeline(123)
self.assertEqual(rp.content(), '')
with TextReport() as rp:
rp.writeline("stdout")
rp.writeline(123)
self.assertEqual(rp.content(), '')
with TextReport(os.path.join(TEST_DATA, "del.me")) as rp:
rp.writeline("ABC")
rp.writeline(123)
self.assertEqual(rp.content(), '')
self.assertTrue(rp.closed)
# test string report
with TextReport.string() as rp:
rp.writeline("ABC")
rp.writeline(123, 456, 789)
self.assertEqual(rp.content(), 'ABC\n123 456 789\n')
def test_locate_config_file(self):
cfg = AppConfig(name='foo', mode=AppConfig.JSON)
actual = cfg.potentials()
expected = ['./.foo', './.foo.json', './foo', './foo.json', './data/foo', './data/foo.json', './data/.foo', './data/.foo.json', '~/.foo', '~/.foo.json', '~/.foo/config', '~/.foo.json/config', '~/.foo/config.json', '~/.foo.json/config.json', '~/.config/foo', '~/.config/foo.json', '~/.config/.foo', '~/.config/.foo.json', '~/.config/foo/config', '~/.config/foo.json/config', '~/.config/foo/config.json', '~/.config/foo.json/config.json', '~/.config/foo/foo', '~/.config/foo.json/foo.json']
self.assertEqual(actual, expected)
# default mode is INI
cfg_ini = AppConfig('chirptest', working_dir=os.path.dirname(__file__))
self.assertEqual(cfg_ini.config.sections(), ['AUTHOR'])
self.assertEqual(cfg_ini.config['DEFAULT']['package'], 'chirptext.test')
self.assertEqual(cfg_ini.config['DEFAULT']['tester'], 'unittest')
self.assertEqual(cfg_ini.config['AUTHOR']['name'], 'Le Tuan Anh')
self.assertEqual(cfg_ini.config['AUTHOR']['tester'], 'unittest')
self.assertEqual(cfg_ini.config.get('AUTHOR', 'desc', fallback='nothing'), 'nothing')
# test writing config
with TextReport.string() as strfile:
cfg_ini.config['AUTHOR']['desc'] = 'An author'
cfg_ini.config.write(strfile.file)
self.assertIn('desc = An author', strfile.content())
def dump_synsets(synsets, report_file=None, compact=True):
''' Dump a SynsetCollection to stdout
Arguments:
synsets -- List of synsets to dump
report_file -- An instance of TextReport
'''
if report_file is None:
report_file = TextReport() # Default to stdout
if synsets is not None:
for synset in synsets:
dump_synset(synset, report_file=report_file, compact=compact)
report_file.print("Found %s synset(s)" % synsets.count())
else:
report_file.print("None was found!")
def gen_stats(corpus_file, report_path=None):
''' Generate statistics for a text corpus (word count, most frequent words, etc.)
'''
report = TextReport(report_path)
report.header("Stat for %s" % corpus_file)
line_count = -1
word_count = 0
c = Counter()
with open(corpus_file, 'r', encoding='utf8') as infile:
lines = infile.readlines()
line_count = len(lines)
for line in lines:
tokens = line.split()
for token in tokens:
parts = token.split("/")
if len(parts) == 2:
word = parts[0]
POS = parts[1]
else:
word = parts[0]
POS = None
for spechar in SPECIAL_CHARS:
word = word.replace(spechar, '')
word = word.lower().replace("_", " ") # original word form
if word == '':
print(token)
c.count(word)
word_count += 1
report.writeline("Line count: %s" % line_count)
report.writeline("Word count: %s" % word_count)
report.writeline("Word class: %s" % len(c.sorted_by_count()))
report.writeline("Top %d :" % TOP_K)
for item in c.sorted_by_count()[:TOP_K]:
report.writeline("%s: %s" % (item[0], item[1]), level=1)
report.writeline("Bottom %d :" % TOP_K)
for item in c.sorted_by_count()[-TOP_K:]:
report.writeline("%s: %s" % (item[0], item[1]), level=1)
report.writeline("-" * 80)
for item in c.group_by_count():
report.writeline("%s: %s" % (item[0], ', '.join(DaoPhay.vn_sorted(item[1]))))
def dump_synset(ss,
compact_gloss=False,
compact_tags=False,
more_compact=True,
report_file=None,
compact=True):
''' Print synset details for debugging purpose
Arguments:
ss -- Synset object to dump
compact_gloss -- Don't dump gloss tokens' details
compact_tags -- Don't dump tagged senses' details
more_compact -- Don't dump full details of synset
report_file -- Report file to write to
'''
if report_file is None:
report_file = TextReport() # Default to stdout
if more_compact:
report_file.header(
"Synset: %s (lemmas=%s | keys=%s)" %
(ss.sid.to_canonical(), ss.lemmas, ss.keys), 'h0')
else:
report_file.header("Synset: %s" % ss, 'h0')
for rgloss in ss.raw_glosses:
if more_compact:
if rgloss.cat != 'orig':
continue
report_file.print(rgloss)
gloss_count = itertools.count(1)
for gloss in ss.glosses:
if compact:
report_file.print("({cat}) {txt}".format(cat=gloss.cat,
txt=gloss.text()))
else:
report_file.print('')
report_file.header("Gloss #%s: %s" % (next(gloss_count), gloss),
'h2')
# Dump gloss items
if compact_gloss:
report_file.print("Tokens => %s" % gloss.get_gramwords(),
level=2)
else:
for item in gloss.items:
# print("\t%s - { %s }" % (uniquify(item.get_gramwords()), item))
report_file.print("%s - { %s }" %
(set(item.get_gramwords()), item),
level=2)
report_file.print(("-" * 10), level=1)
# Dump tags
if compact_tags:
report_file.print("Tags => %s" % gloss.get_tagged_sensekey(),
level=2)
else:
for tag in gloss.tags:
report_file.print("%s" % tag, level=1)
report_file.print('')
def gen_stats(corpus_file, report_path=None):
''' Generate statistics for a text corpus (word count, most frequent words, etc.)
'''
report = TextReport(report_path)
report.header("Stat for %s" % corpus_file)
line_count = -1
word_count = 0
c = Counter()
with open(corpus_file, 'r', encoding='utf8') as infile:
lines = infile.readlines()
line_count = len(lines)
for line in lines:
tokens = line.split()
for token in tokens:
parts = token.split("/")
if len(parts) == 2:
word = parts[0]
POS = parts[1]
else:
word = parts[0]
POS = None
for spechar in SPECIAL_CHARS:
word = word.replace(spechar, '')
word = word.lower().replace("_", " ") # original word form
if word == '':
print(token)
c.count(word)
word_count += 1
report.writeline("Line count: %s" % line_count)
report.writeline("Word count: %s" % word_count)
report.writeline("Word class: %s" % len(c.sorted_by_count()))
report.writeline("Top %d :" % TOP_K)
for item in c.sorted_by_count()[:TOP_K]:
report.writeline("%s: %s" % (item[0], item[1]), level=1)
report.writeline("Bottom %d :" % TOP_K)
for item in c.sorted_by_count()[-TOP_K:]:
report.writeline("%s: %s" % (item[0], item[1]), level=1)
report.writeline("-" * 80)
for item in c.group_by_count():
report.writeline("%s: %s" %
(item[0], ', '.join(DaoPhay.vn_sorted(item[1]))))
def omw_vs_gwn_def():
rp = TextReport("data/omw_gwn_report.txt")
rpdiff = TextReport("data/omw_gwn_diff.txt")
rptypo = TextReport("data/omw_gwn_typo.txt")
rpsn = TextReport("data/omw_gwn_sciname.txt")
c = Counter(TAGS.ORDER)
# ssids to compare
diff_ssids = []
ssids = read_diff_ssids()
if not ssids:
print("Generating synset ID list")
omw_ssids = set(get_omw_synsets())
gwn_ssids = set(get_gwn_synsets())
# only care about old GWN synsets
ssids = omw_ssids.intersection(gwn_ssids)
else:
print("Comparing {} synsets loaded from {}".format(len(ssids), ssid_filepath))
lang = 'eng'
with omw.ctx() as omw_ctx, gwn.ctx() as gwn_ctx:
print("Comparing {} synsets".format(len(ssids)))
for ss in list(ssids):
ss = str(ss)
c.count("total")
tags, odef, gdef = compare_synset(omw, gwn, ss, omw_ctx, gwn_ctx)
omwss = omw.get_synset(ss, ctx=omw_ctx)
tags_str = ' '.join('[{}]'.format(t.upper()) for t in tags)
if TAGS.DIFF in tags:
diff_ssids.append(ss)
# [FCB] why did we change?
gwnss = gwn.get_synset(ss, ctx=gwn_ctx)
glosses = gwn_ctx.gloss.select('surface = ?', (gwnss.definition,))
if glosses and len(glosses) > 1:
tags.add(TAGS.DUP)
ssids = [str(SynsetID.from_string(g.sid)) for g in glosses]
reason = "Not unique (Shared among {}) so OMW team changed it".format(' '.join(ssids))
else:
tags.add(TAGS.OMW)
defs = omw.sdef.select('synset=? and lang=?', (ss, lang))
usrs = {d.usr for d in defs if d.usr}
usrs_str = ', '.join(usrs) if usrs else "someone in NTU"
reason = "{} made this change.".format(usrs_str)
tags_str = ' '.join('[{}]'.format(t.upper()) for t in tags)
rpdiff.header("{} {}".format(tags_str, ss))
rpdiff.print("OMW: {}".format(omwss.definition))
rpdiff.print("GWN: {}".format(gdef))
rpdiff.print("Reason: {}".format(reason))
if TAGS.SCINAME in tags:
rpsn.header("{} {}".format(tags_str, ss))
rpsn.print("OMW: {}".format(omwss.definition))
rpsn.print("GWN: {}".format(gdef))
if TAGS.REP in tags or TAGS.TYPO in tags:
rptypo.header("{} {}".format(tags_str, ss))
rptypo.print("OMW: {}".format(omwss.definition))
rptypo.print("GWN: {}".format(gdef))
# master report
for tag in tags:
c.count(tag)
if not tags:
c.count(TAGS.IDENT)
rp.header("{} {}".format(tags_str, ss))
rp.print("OMW: {}".format(omwss.definition))
rp.print("GWN: {}".format(gdef))
# done
c.summarise(report=rp)
with open('data/omw_gwn_diff_ssids.txt', 'wt') as diff_ssid_file:
for ss in diff_ssids:
diff_ssid_file.write('{}\n'.format(ss))
def dump_synset(ss, compact_gloss=False, compact_tags=False, more_compact=True, report_file=None):
''' Print synset details for debugging purpose
Arguments:
ss -- Synset object to dump
compact_gloss -- Don't dump gloss tokens' details
compact_tags -- Don't dump tagged senses' details
more_compact -- Don't dump full details of synset
report_file -- Report file to write to
'''
if report_file == None:
report_file = TextReport() # Default to stdout
if more_compact:
report_file.header("Synset: %s (terms=%s | keys=%s)" % (ss.get_synsetid(), ss.terms, ss.keys), 'h0')
else:
report_file.header("Synset: %s" % ss, 'h0')
for rgloss in ss.raw_glosses:
if more_compact:
if rgloss.cat != 'orig':
continue
report_file.print(rgloss)
gloss_count = itertools.count(1)
for gloss in ss.glosses:
print()
report_file.header("Gloss #%s: %s" % (next(gloss_count), gloss), 'h2')
# Dump gloss items
if compact_gloss:
report_file.print("Tokens => %s" % gloss.get_gramwords(), level=2)
else:
for item in gloss.items:
# print("\t%s - { %s }" % (uniquify(item.get_gramwords()), item))
report_file.print("%s - { %s }" % (set(item.get_gramwords()), item), level=2)
report_file.print(("-" * 10), level=1)
# Dump tags
if compact_tags:
report_file.print("Tags => %s" % gloss.get_tagged_sensekey(), level=2)
else:
for tag in gloss.tags:
report_file.print("%s" % tag, level=1)
report_file.print('')
def do_expensive(n=10000):
s = TextReport.string()
for i in range(n):
s.print("This is string number #{}".format(i))
return str(s.content())
