21678f424e8a7b0734e2dcc31d0a2ee2e10af097,snorkel/annotations.py,AnnotationManager,load,#AnnotationManager#,152

Before Change

        for cid, kid, val in q.all():
            if cid not in row_index:
                row_index[cid] = len(row_index)
            if kid not in col_index:
                col_index[kid] = len(col_index)
            X[row_index[cid], col_index[kid]] = val

        // Return as an AnnotationMatrix
        return self.matrix_cls(X, candidate_set=candidate_set, key_set=key_set)

After Change

        
        // Iteratively construct row index and output sparse matrix
        cid_to_row = {}
        row_to_cid = {}
        for cid, kid, val in q.all():
            if cid not in cid_to_row:
                i = len(cid_to_row)

Instances