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filters.negative(dicts.values(self.datasources.token_prop_delta)),
name=self._name + ".token_prop_delta_decrease"
)
"""
`int` : The sum of proportional delta decreases in the token
frequency table
"""
# number
self.number_delta_sum = aggregators.sum(
dicts.values(self.datasources.number_delta),
name=self._name + ".number_delta_sum"
)
"`int` : The sum of delta changes in the number frequency table"
self.number_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.number_delta)),
name=self._name + ".number_delta_increase"
)
"`int` : The sum of delta increases in the number frequency table"
self.number_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.number_delta)),
name=self._name + ".number_delta_decrease"
)
"`int` : The sum of delta decreases in the number frequency table"
self.number_prop_delta_sum = aggregators.sum(
dicts.values(self.datasources.number_prop_delta),
name=self._name + ".number_prop_delta_sum"
)
"""
)
"""
`int` : The sum of word frequency delta increases for dictionary words
"""
self.dict_word_delta_decrease = aggregators.sum(
filters.negative(dict_word_delta_values),
name=name + ".dict_word_delta_decrease",
returns=int
)
"""
`int` : The sum of word frequency delta decreases for dictionary
words
"""
non_dict_word_delta_values = \
dicts.values(self.datasources.non_dict_word_delta)
self.non_dict_word_delta_sum = aggregators.sum(
non_dict_word_delta_values,
name=name + ".non_dict_word_delta_sum",
returns=int
)
"`int` : The sum of word frequency deltas for non-dictionary words"
self.non_dict_word_delta_increase = aggregators.sum(
filters.positive(non_dict_word_delta_values),
name=name + ".non_dict_word_delta_increase",
returns=int
)
"""
`int` : The sum of word frequency delta increases for non-dictionary
words
"""
self.non_dict_word_delta_decrease = aggregators.sum(
filters.negative(non_dict_word_delta_values),
)
"""
`int` : The sum of proportional delta changes in the markup
frequency table
"""
self.markup_prop_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.markup_prop_delta)),
name=self._name + ".markup_prop_delta_increase"
)
"""
`int` : The sum of proportional delta increases in the markup
frequency table
"""
self.markup_prop_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.markup_prop_delta)),
name=self._name + ".markup_prop_delta_decrease"
)
"""
`int` : The sum of proportional delta decreases in the markup
frequency table
"""
# cjk
self.cjk_delta_sum = aggregators.sum(
dicts.values(self.datasources.cjk_delta),
name=self._name + ".cjk_delta_sum"
)
"`int` : The sum of delta changes in the cjk frequency table"
self.cjk_delta_increase = aggregators.sum(
non_dict_word_prop_delta_values,
name=name + ".non_dict_word_prop_delta_sum"
)
"""
`float` : The sum of word frequency proportional delta for
non-dictionary words
"""
self.non_dict_word_prop_delta_increase = aggregators.sum(
filters.positive(non_dict_word_prop_delta_values),
name=name + ".non_dict_word_prop_delta_increase"
)
"""
`float` : The sum of word frequency proportional delta increase for
non-dictionary words
"""
self.non_dict_word_prop_delta_decrease = aggregators.sum(
filters.negative(non_dict_word_prop_delta_values),
name=name + ".non_dict_word_prop_delta_decrease"
)
"""
`float` : The sum of word frequency proportional delta decrease for
)
"`int` : The sum of delta changes in the cjk frequency table"
self.cjk_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.cjk_delta)),
name=self._name + ".cjk_delta_increase"
)
"`int` : The sum of delta increases in the cjk frequency table"
self.cjk_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.cjk_delta)),
name=self._name + ".cjk_delta_decrease"
)
"`int` : The sum of delta decreases in the cjk frequency table"
self.cjk_prop_delta_sum = aggregators.sum(
dicts.values(self.datasources.cjk_prop_delta),
name=self._name + ".cjk_prop_delta_sum"
)
"""
`int` : The sum of proportional delta changes in the cjk
frequency table
"""
self.cjk_prop_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.cjk_prop_delta)),
name=self._name + ".cjk_prop_delta_increase"
)
"""
`int` : The sum of proportional delta increases in the cjk
frequency table
"""
"`int` : The sum of word frequency delta increases for stopwords"
self.stopword_delta_decrease = aggregators.sum(
filters.negative(stopword_delta_values),
name=name + ".stopword_delta_decrease",
returns=int
)
"`int` : The sum of word frequency delta decreases for stopwords"
non_stopword_delta_values = \
dicts.values(self.datasources.non_stopword_delta)
self.non_stopword_delta_sum = aggregators.sum(
non_stopword_delta_values,
name=name + ".non_stopword_delta_sum",
returns=int
)
"`int` : The sum of word frequency deltas for non-stopwords"
self.non_stopword_delta_increase = aggregators.sum(
filters.positive(non_stopword_delta_values),
name=name + ".non_stopword_delta_increase",
returns=int
)
"`int` : The sum of word frequency delta increases for non-stopwords"
self.non_stopword_delta_decrease = aggregators.sum(
filters.negative(non_stopword_delta_values),
name=name + ".non_stopword_delta_decrease",
returns=int
)
"`int` : The sum of word frequency delta decreases for non-stopwords"
# Proportional word frequency deltas
stopword_prop_delta_values = \
dicts.values(self.datasources.stopword_prop_delta)
self.stopword_prop_delta_sum = aggregators.sum(
mappers.map(len, datasources.punctuations_added),
name=prefix + ".punctuation_chars_added", returns=int
)
"""
A count of the number of punctuation characters added in this edit.
"""
punctuation_chars_removed = aggregators.sum(
mappers.map(len, datasources.punctuations_removed),
name=prefix + ".punctuation_chars_removed", returns=int
)
"""
A count of the number of punctuation characters removed in this edit.
"""
break_chars_added = aggregators.sum(
mappers.map(len, datasources.breaks_added),
name=prefix + ".break_chars_added", returns=int
)
"""
A count of the number of break characters added in this edit.
"""
break_chars_removed = aggregators.sum(
mappers.map(len, datasources.breaks_removed),
name=prefix + ".break_chars_removed", returns=int
)
"""
A count of the number of break characters removed in this edit.
"""
self.entity_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.entity_delta)),
name=self._name + ".entity_delta_decrease"
)
"`int` : The sum of delta decreases in the entity frequency table"
self.entity_prop_delta_sum = aggregators.sum(
dicts.values(self.datasources.entity_prop_delta),
name=self._name + ".entity_prop_delta_sum"
)
"""
`int` : The sum of proportional delta changes in the entity
frequency table
"""
self.entity_prop_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.entity_prop_delta)),
name=self._name + ".entity_prop_delta_increase"
)
"""
`int` : The sum of proportional delta increases in the entity
frequency table
"""
self.entity_prop_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.entity_prop_delta)),
name=self._name + ".entity_prop_delta_decrease"
)
"""
`int` : The sum of proportional delta decreases in the entity
frequency table
"""
)
"`int` : The sum of delta changes in the punctuation frequency table"
self.punctuation_delta_increase = aggregators.sum(
filters.positive(dicts.values(self.datasources.punctuation_delta)),
name=self._name + ".punctuation_delta_increase"
)
"`int` : The sum of delta increases in the punctuation frequency table"
self.punctuation_delta_decrease = aggregators.sum(
filters.negative(dicts.values(self.datasources.punctuation_delta)),
name=self._name + ".punctuation_delta_decrease"
)
"`int` : The sum of delta decreases in the punctuation frequency table"
self.punctuation_prop_delta_sum = aggregators.sum(
dicts.values(self.datasources.punctuation_prop_delta),
name=self._name + ".punctuation_prop_delta_sum"
)
"""
`int` : The sum of proportional delta changes in the punctuation
frequency table
"""
self.punctuation_prop_delta_increase = aggregators.sum(
filters.positive(dicts.values(
self.datasources.punctuation_prop_delta)),
name=self._name + ".punctuation_prop_delta_increase"
)
"""
`int` : The sum of proportional delta increases in the punctuation
frequency table