def main(senna_path="",
sent="",
dep_model="",
batch=False,
stp_dir="",
init=False):
annotator = Annotator(senna_path, stp_dir, dep_model)
if not sent and batch:
sent = [
"He killed the man with a knife and murdered"
"him with a dagger.",
"He is a good boy.",
"He created the robot and broke it after making it.",
]
elif not sent:
sent = "He created the robot and broke it after making it."
if not batch:
click.echo("\n", sent, "\n")
sent = sent.split()
args = "-srl -pos".strip().split()
click.echo("conll:\n", annotator.get_conll_format(sent, args))
temp = annotator.get_annoations(sent, dep_parse=True)
click.echo("dep_parse:\n", temp["dep_parse"])
click.echo("chunk:\n", temp["chunk"])
click.echo("pos:\n", temp["pos"])
click.echo("ner:\n", temp["ner"])
click.echo("srl:\n", temp["srl"])
click.echo("syntaxTree:\n", temp["syntax_tree"])
click.echo("words:\n", temp["words"])
click.echo("skip gram\n", list(skipgrams(sent, n=3, k=2)))
else:
click.echo("\n\nrunning batch process", "\n", "=" * 20, "\n", sent,
"\n")
args = "-srl -pos".strip().split()
click.echo("conll:\n", annotator.get_conll_format(sent, args))
click.echo(Fore.BLUE + "CoNLL format is recommented for batch process")
def main(senna_path='',
sent='',
dep_model='',
batch=False,
stp_dir='',
init=False):
annotator = Annotator(senna_path, stp_dir, dep_model)
if not sent and batch:
sent = [
"He killed the man with a knife and murdered"
"him with a dagger.", "He is a good boy.",
"He created the robot and broke it after making it."
]
elif not sent:
sent = "He created the robot and broke it after making it."
if not batch:
print("\n", sent, "\n")
sent = sent.split()
args = '-srl -pos'.strip().split()
print("conll:\n", annotator.get_conll_format(sent, args))
temp = annotator.get_annoations(sent, dep_parse=True)['dep_parse']
print('dep_parse:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['chunk']
print('chunk:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['pos']
print('pos:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['ner']
print('ner:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['srl']
print('srl:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['syntax_tree']
print('syntaxTree:\n', temp)
temp = annotator.get_annoations(sent, dep_parse=True)['words']
print('words:\n', temp)
print('skip gram\n', list(skipgrams(sent, n=3, k=2)))
else:
print("\n\nrunning batch process", "\n", "=" * 20, "\n", sent, "\n")
args = '-srl -pos'.strip().split()
print("conll:\n", annotator.get_conll_format(sent, args))
print(Fore.BLUE + "CoNLL format is recommented for batch process")