Coverage for mlprodict/onnxrt/ops_cpu/op_binarizer.py: 100%
14 statements
« prev ^ index » next coverage.py v7.1.0, created at 2023-02-04 02:28 +0100
« prev ^ index » next coverage.py v7.1.0, created at 2023-02-04 02:28 +0100
1# -*- encoding: utf-8 -*-
2# pylint: disable=E0203,E1101,C0111
3"""
4@file
5@brief Runtime operator.
6"""
7import numpy
8from ._op import OpRunUnaryNum
11class Binarizer(OpRunUnaryNum):
13 atts = {'threshold': 0.}
15 def __init__(self, onnx_node, desc=None, **options):
16 OpRunUnaryNum.__init__(self, onnx_node, desc=desc,
17 expected_attributes=Binarizer.atts,
18 **options)
20 def _run(self, x, attributes=None, verbose=0, fLOG=None): # pylint: disable=W0221
21 X = x.copy()
22 cond = X > self.threshold
23 not_cond = numpy.logical_not(cond)
24 X[cond] = 1
25 X[not_cond] = 0
26 return (X, )