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* span start, end -> properties. autoupdate after merge
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@ -4,8 +4,10 @@ from .doc cimport Doc
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cdef class Span:
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cdef readonly Doc doc
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cdef public int i
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cdef public int start
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cdef public int end
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cdef public int start_token
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cdef public int end_token
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cdef public int start_idx
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cdef public int end_idx
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cdef readonly int label
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cdef public _vector
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@ -21,8 +21,10 @@ cdef class Span:
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raise IndexError
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self.doc = tokens
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self.start = start
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self.end = end
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self.start_token = start
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self.start_idx = self.doc[start].idx
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self.end_token = end
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self.end_idx = self.doc[end - 1].idx + len(self.doc[end - 1])
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self.label = label
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self._vector = vector
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self._vector_norm = vector_norm
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@ -76,6 +78,46 @@ cdef class Span:
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return 0.0
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return numpy.dot(self.vector, other.vector) / (self.vector_norm * other.vector_norm)
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property start:
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""" Get start token index of this span from the Doc."""
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def __get__(self):
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# first is the first token of the span - get it from the doc
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first = None
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if self.start_token < len(self.doc):
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first = self.doc[self.start_token]
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# if we have merged spans in Doc start might have changed.
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# check if token start index is in doc index range and the token
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# index is start_idx (it hasn't changed).
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if first is None or first.idx != self.start_idx:
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# go through tokens in Doc - find index of token equal to start_idx
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new_start = self.doc.token_index_start(self.start_idx)
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if new_start is not None:
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self.start_token = new_start
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else:
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raise IndexError('Something went terribly wrong during a merge.'
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'No token found with idx %s' % self.start_idx)
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return self.start_token
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property end:
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""" Get end token index of this span from the Doc."""
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def __get__(self):
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# last is the last token of the span - get it from the doc
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last = None
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if self.end_token <= len(self.doc):
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last = self.doc[self.end_token -1]
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# if we have merged spans in Doc end will have changed.
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# check if token end index is in doc index range and the token
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# index is end_idx + len(last_token) (it hasn't changed).
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if last is None or last.idx + len(last) != self.end_idx:
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# go through tokens in Doc - find index of token equal to end_idx
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new_end = self.doc.token_index_end(self.end_idx)
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if new_end is not None:
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self.end_token = new_end
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else:
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raise IndexError('Something went terribly wrong during a merge.'
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'No token found with idx %s' % self.end_idx)
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return self.end_token
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property vector:
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def __get__(self):
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if self._vector is None:
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