def __init__(self,
name,
is_lazy,
lazy_directory,
debug,
strategy,
scoring_function,
ordering_criteria=ORDERING_CRITERIA.POSITION):
"""
Constructor of the component.
@param name: The name of the component.
@type name: C{string}
@param is_lazy: True if the component must load previous data,
False if data must be computed tought they have
already been computed.
@type is_lazy: C{bool}
@param lazy_directory: The directory used to store previously computed
data.
@type lazy_directory: C{string}
@param debug: True if the component is in debug mode, else
False. When the component is in debug mode, it
will output each step of its processing.
@type debug: C{bool}
@param strategy: The strategy used to specialized the graph
construction and usage.
@type strategy: C{TextRankStrategy}
@param scoring_function: Function used to compute the scores of the
textual units, when the give candidates to
weight are not single words.
@type scoring_function: C{function(expression, word_weights): float}
@param ordering_criteria: The criteria to use to order the cluster.
- Position: the first appearing candidate, in
the document, is ranked first.
- Frequency: the most frequent candidate, in the
document, is ranked first.
- Centroid: The centroid of the cluster is
ranked first.
@type ordering_criteria: C{ORDERING_CRITERIA}
TODO TODO
TODO TODO
TODO TODO
TODO TODO
"""
super(TextRankRanker, self).__init__(name, is_lazy, lazy_directory,
debug)
self._strategy = strategy
self._textrank = TextRank(strategy, scoring_function, 0.0001, 0.85,
1000000)
self._ordering_criteria = ordering_criteria