File: t_PiecewiseLinearEvaluation_std.py

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#! /usr/bin/env python

import openturns as ot
import openturns.testing as ott

ref = ot.SymbolicFunction("x", "sin(x)")
size = 12
locations = ot.Point(size)
values = ot.Point(size)
# Build locations/values with non-increasing locations
for i in range(size):
    locations[i] = 10.0 * i * i / (size - 1.0) / (size - 1.0)
    values[i] = ref([locations[i]])[0]

evaluation = ot.PiecewiseLinearEvaluation(locations, values)
print("evaluation=", evaluation)
# Check the values
for i in range(2 * size):
    x = [-1.0 + 12.0 * i / (2.0 * size - 1.0)]
    print("f( %.12g )=" % x[0], evaluation(x), ", ref=", ref(x))

# Test exception enableExtrapolation
locations = [1.0, 2.0, 3.0, 4.0, 5.0]
values = [-2.0, 2.0, 1.0, 3.0, 5.0]
evaluation = ot.PiecewiseLinearEvaluation(locations, values)
evaluation.setEnableExtrapolation(False)
f = ot.Function(evaluation)
with ott.assert_raises(TypeError):
    f([-12.5])