def __init__(self, summary_problem, units='n2'):
self.unit_name = units
self.problem = summary_problem
if units == 'n1':
self.unit_selector = lambda x: util.get_ngrams(x, n=1)
elif units == 'n2':
self.unit_selector = lambda x: util.get_ngrams(x, n=2)
elif units == 'n3':
self.unit_selector = lambda x: util.get_ngrams(x, n=3)
elif units == 'n4':
self.unit_selector = lambda x: util.get_ngrams(x, n=4)
elif units == 'su4':
self.unit_selector = lambda x: util.get_skip_bigrams(
x, k=4) + util.get_ngrams(x, n=1)
else:
units = util.get_ngrams # default options
## variables to set later
self.concepts = None
self.concept_weights = None
self.concept_index = None
self.relevant_sents = None
self.relevant_sent_concepts = None
## defaults
self.min_sent_length = 5
self.max_sents = 10000
def __init__(self, summary_problem, units='n2'):
self.unit_name = units
self.problem = summary_problem
if units == 'n1': self.unit_selector = lambda x: util.get_ngrams(x, n=1)
elif units == 'n2': self.unit_selector = lambda x: util.get_ngrams(x, n=2)
elif units == 'n3': self.unit_selector = lambda x: util.get_ngrams(x, n=3)
elif units == 'n4': self.unit_selector = lambda x: util.get_ngrams(x, n=4)
elif units == 'su4' : self.unit_selector = lambda x: util.get_skip_bigrams(x, k=4) + util.get_ngrams(x, n=1)
else: units = util.get_ngrams # default options
## variables to set later
self.concepts = None
self.concept_weights = None
self.concept_index = None
self.relevant_sents = None
self.relevant_sent_concepts = None
## defaults
self.min_sent_length = 5
self.max_sents = 10000
def __init__(self, summary_problem, units='n2', df=None):
self.unit_name = units
self.problem = summary_problem
self.df = df
use_bounds = False
if units == 'n1': self.unit_selector = lambda x: util.get_ngrams(x, n=1, bounds=use_bounds)
elif units == 'n2': self.unit_selector = lambda x: util.get_ngrams(x, n=2, bounds=use_bounds)
elif units == 'n3': self.unit_selector = lambda x: util.get_ngrams(x, n=3, bounds=use_bounds)
elif units == 'n12': self.unit_selector = lambda x: util.get_ngrams(x, n=1) + util.get_ngrams(x, n=2)
elif units == 'n23': self.unit_selector = lambda x: util.get_ngrams(x, n=2) + util.get_ngrams(x, n=3)
elif units == 's2' : self.unit_selector = lambda x: util.get_skip_bigrams(x, k=4) + util.get_ngrams(x, n=1)
else: units = util.get_ngrams # default options
## variables to set later
self.concept_sets = None
self.concept_weight_sets = None
self.concept_index_sets = None
self.relevant_sent_sets = None
self.relevant_sent_concepts = None
## defaults
self.min_sent_length = 5
