from __future__ import (
    unicode_literals,
    absolute_import,
    print_function,
    division,
    )
str = type('')


import pytest
from math import sin, cos, radians
from time import time

from gpiozero.tools import *
try:
    from math import isclose
except ImportError:
    from gpiozero.compat import isclose
try:
    from statistics import mean
except ImportError:
    from gpiozero.compat import mean
try:
    from statistics import median
except ImportError:
    from gpiozero.compat import median


def test_negated():
    assert list(negated(())) == []
    assert list(negated((True, True, False, False))) == [False, False, True, True]

def test_inverted():
    with pytest.raises(ValueError):
        list(inverted((), 0, 0))
    with pytest.raises(ValueError):
        list(inverted((), 1, 1))
    with pytest.raises(ValueError):
        list(inverted((), 1, 0))
    assert list(inverted(())) == []
    assert list(inverted((1, 0, 0.1, 0.5))) == [0, 1, 0.9, 0.5]
    assert list(inverted((1, 0, 0.1, 0.5), 0, 1)) == [0, 1, 0.9, 0.5]
    assert list(inverted((-1, 0, -0.1, -0.5), -1, 0)) == [0, -1, -0.9, -0.5]
    assert list(inverted((1, 0, 0.1, 0.5, -1, -0.1, -0.5), -1, 1)) == [-1, 0, -0.1, -0.5, 1, 0.1, 0.5]
    assert list(inverted((2, 1, 1.1, 1.5), 1, 2)) == [1, 2, 1.9, 1.5]

def test_scaled():
    with pytest.raises(ValueError):
        list(scaled((), 0, 1, 0, 0))
    with pytest.raises(ValueError):
        list(scaled((), 0, 1, 1, 1))
    with pytest.raises(ValueError):
        list(scaled((), 0, 1, 1, 0))
    assert list(scaled((), 0, 1)) == []
    # no scale
    assert list(scaled((0, 1, 0.5, 0.1), 0, 1)) == [0, 1, 0.5, 0.1]
    assert list(scaled((0, 1, 0.5, 0.1), 0, 1, 0, 1)) == [0, 1, 0.5, 0.1]
    # multiply by 2
    assert list(scaled((0, 1, 0.5, 0.1), 0, 2, 0, 1)) == [0, 2, 1, 0.2]
    # add 1
    assert list(scaled((0, 1, 0.5, 0.1), 1, 2, 0, 1)) == [1, 2, 1.5, 1.1]
    # multiply by 2 then add 1
    assert list(scaled((0, 1, 0.5, 0.1), 1, 3, 0, 1)) == [1, 3, 2, 1.2]
    # add 1 then multiply by 2
    assert list(scaled((0, 1, 0.5, 0.1), 2, 4, 0, 1)) == [2, 4, 3, 2.2]
    # invert
    assert list(scaled((0, 1, 0.5, 0.1), 1, 0, 0, 1)) == [1, 0, 0.5, 0.9]
    # multiply by -1 then subtract 1
    assert list(scaled((0, 1, 0.5, 0.1), -1, -2, 0, 1)) == [-1, -2, -1.5, -1.1]
    # scale 0->1 to -1->+1
    assert list(scaled((0, 1, 0.5, 0.1), -1, 1)) == [-1, 1, 0.0, -0.8]
    assert list(scaled((0, 1, 0.5, 0.1), -1, 1, 0, 1)) == [-1, 1, 0.0, -0.8]
    # scale -1->+1 to 0->1
    assert list(scaled((-1, 1, 0.0, -0.5), 0, 1, -1, 1)) == [0, 1, 0.5, 0.25]

def test_clamped():
    with pytest.raises(ValueError):
        list(clamped((), 0, 0))
    with pytest.raises(ValueError):
        list(clamped((), 1, 1))
    with pytest.raises(ValueError):
        list(clamped((), 1, 0))
    assert list(clamped(())) == []
    assert list(clamped((-2, -1, -0.5, 0, 0.5, 1, 2))) == [0, 0, 0, 0, 0.5, 1, 1]
    assert list(clamped((-2, -1, -0.5, 0, 0.5, 1, 2), 0, 1)) == [0, 0, 0, 0, 0.5, 1, 1]
    assert list(clamped((-2, -1, -0.5, 0, 0.5, 1, 2), -1, 1)) == [-1, -1, -0.5, 0, 0.5, 1, 1]
    assert list(clamped((-2, -1, -0.5, 0, 0.5, 1, 2), -2, 2)) == [-2, -1, -0.5, 0, 0.5, 1, 2]

def test_absoluted():
    assert list(absoluted(())) == []
    assert list(absoluted((-2, -1, 0, 1, 2))) == [2, 1, 0, 1, 2]

def test_quantized():
    with pytest.raises(ValueError):
        list(quantized((), 0))
    with pytest.raises(ValueError):
        list(quantized((), 4, 0, 0))
    with pytest.raises(ValueError):
        list(quantized((), 4, 1, 1))
    with pytest.raises(ValueError):
        list(quantized((), 4, 1, 0))
    assert list(quantized((), 4)) == []
    assert list(quantized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1), 4)) == [
            0.0, 0.0, 0.0, 0.25, 0.25, 0.5, 0.5, 0.5, 0.75, 0.75, 1.0]
    assert list(quantized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1), 4, 0, 1)) == [
            0.0, 0.0, 0.0, 0.25, 0.25, 0.5, 0.5, 0.5, 0.75, 0.75, 1.0]
    assert list(quantized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1), 5)) == [
            0.0, 0.0, 0.2, 0.2, 0.4, 0.4, 0.6, 0.6, 0.8, 0.8, 1.0]
    assert list(quantized((0, 0.25, 0.5, 0.75, 1.0, 1.5, 1.75, 2.0), 2, 0, 2)) == [
            0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0]
    assert list(quantized((1, 1.25, 1.5, 1.75, 2.0, 2.5, 2.75, 3.0), 2, 1, 3)) == [
            1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 2.0, 3.0]

def test_booleanized():
    with pytest.raises(ValueError):
        list(booleanized((), 0, 0))
    with pytest.raises(ValueError):
        list(booleanized((), 1, 1))
    with pytest.raises(ValueError):
        list(booleanized((), 1, 0))
    with pytest.raises(ValueError):
        list(booleanized((), 0, 0.5, -0.2))
    with pytest.raises(ValueError):
        list(booleanized((), 0, 0.5, 0.5))
    assert list(booleanized((), 0, 0.5)) == []
    assert list(booleanized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1), 0, 0.5)) == [
            True, True, True, True, True, True, False, False, False, False, False]
    assert list(booleanized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1, 0), 0.25, 0.75)) == [
            False, False, False, True, True, True, True, True, False, False, False, False]
    assert list(booleanized((0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1, 0), 0.25, 0.75, 0.2)) == [
            False, False, False, False, False, True, True, True, True, True, False, False]
    assert list(booleanized((1, 0.9, 0.8, 0.7, 0.6, 0.5, 0.4, 0.3, 0.2, 0.1, 0, 1), 0.25, 0.75)) == [
            False, False, False, True, True, True, True, True, False, False, False, False]
    assert list(booleanized((1, 0.9, 0.8, 0.7, 0.6, 0.5, 0.4, 0.3, 0.2, 0.1, 0, 1), 0.25, 0.75, 0.2)) == [
            False, False, False, False, False, True, True, True, True, True, False, False]

def test_all_values():
    assert list(all_values(())) == []
    assert list(all_values((False, True))) == [False, True]
    assert list(all_values((0, 1, 0, 1), (0, 0, 0, 1))) == [0, 0, 0, 1]

def test_any_values():
    assert list(any_values(())) == []
    assert list(any_values((False, True))) == [False, True]
    assert list(any_values((0, 1, 0, 1), (0, 0, 0, 1))) == [0, 1, 0, 1]

def test_averaged():
    assert list(averaged(())) == []
    assert list(averaged((0, 0.5, 1))) == [0, 0.5, 1]
    assert list(averaged((0, 0.5, 1), (1, 1, 1))) == [0.5, 0.75, 1]

def test_summed():
    assert list(summed(())) == []
    assert list(summed((0, 0.5, 0.5, 1))) == [0, 0.5, 0.5, 1]
    assert list(summed((0, 0.5, 0.5, 1), (1, 0.5, 1, 1))) == [1, 1, 1.5, 2]

def test_multiplied():
    assert list(multiplied(())) == []
    assert list(multiplied((0, 0.5, 0.5, 1))) == [0, 0.5, 0.5, 1]
    assert list(multiplied((0, 0.5, 0.5, 1), (1, 0.5, 1, 1))) == [0, 0.25, 0.5, 1]

def test_queued():
    with pytest.raises(ValueError):
        list(queued((), 0))
    assert list(queued((), 5)) == []
    assert list(queued((1, 2, 3, 4, 5), 5)) == [1]
    assert list(queued((1, 2, 3, 4, 5, 6), 5)) == [1, 2]

def test_smoothed():
    with pytest.raises(ValueError):
        list(smoothed((), 0))
    assert list(smoothed((), 5)) == []
    assert list(smoothed((1, 2, 3, 4, 5), 5)) == [3.0]
    assert list(smoothed((1, 2, 3, 4, 5, 6), 5)) == [3.0, 4.0]
    assert list(smoothed((1, 2, 3, 4, 5, 6), 5, average=mean)) == [3.0, 4.0]
    assert list(smoothed((1, 1, 1, 4, 5, 5), 5, average=mean)) == [2.4, 3.2]
    assert list(smoothed((1, 1, 1, 4, 5, 5), 5, average=median)) == [1, 4]

def test_pre_delayed():
    with pytest.raises(ValueError):
        list(pre_delayed((), -1))
    assert list(pre_delayed((), 0.01)) == []
    count = 0
    start = time()
    for v in pre_delayed((0, 0, 0), 0.01):
        count += 1
        assert v == 0
        assert time() - start >= 0.01
        start = time()
    assert count == 3

def test_post_delayed():
    with pytest.raises(ValueError):
        list(post_delayed((), -1))
    assert list(post_delayed((), 0.01)) == []
    count = 0
    start = time()
    for v in post_delayed((1, 2, 2), 0.01):
        count += 1
        if v == 1:
            assert time() - start < 0.01
        else:
            assert v == 2
            assert time() - start >= 0.01
        start = time()
    assert time() - start >= 0.01
    assert count == 3

def test_pre_periodic_filtered():
    with pytest.raises(ValueError):
        list(pre_periodic_filtered((), 2, -1))
    with pytest.raises(ValueError):
        list(pre_periodic_filtered((), 0, 0))
    assert list(pre_periodic_filtered((), 2, 0)) == []
    assert list(pre_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 2, 0)) == [3, 4, 5, 6, 7, 8, 9, 10]
    assert list(pre_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 1, 1)) == [2, 4, 6, 8, 10]
    assert list(pre_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 1, 2)) == [2, 3, 5, 6, 8, 9]
    assert list(pre_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 2, 1)) == [3, 6, 9]

def test_post_periodic_filtered():
    with pytest.raises(ValueError):
        list(post_periodic_filtered((), 1, 0))
    with pytest.raises(ValueError):
        list(post_periodic_filtered((), 0, 1))
    assert list(pre_periodic_filtered((), 1, 1)) == []
    assert list(post_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 1, 1)) == [1, 3, 5, 7, 9]
    assert list(post_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 1, 2)) == [1, 4, 7, 10]
    assert list(post_periodic_filtered((1, 2, 3, 4, 5, 6, 7, 8, 9, 10), 2, 1)) == [1, 2, 4, 5, 7, 8, 10]

def test_random_values():
    for _, v in zip(range(1000), random_values()):
        assert 0 <= v <= 1

def test_sin_values():
    firstval = None
    for i, v in zip(range(1000), sin_values()):
        assert -1 <= v <= 1
        assert isclose(v, sin(radians(i)), abs_tol=1e-9)
        if i == 0:
            firstval = v
        else:
            if i % 360 == 0:
                assert v == firstval
    for period in (360, 100):
        firstval = None
        for i, v in zip(range(1000), sin_values(period)):
            assert -1 <= v <= 1
            if i == 0:
                firstval = v
            else:
                if i % period == 0:
                    assert v == firstval

def test_cos_values():
    firstval = None
    for i, v in zip(range(1000), cos_values()):
        assert -1 <= v <= 1
        assert isclose(v, cos(radians(i)), abs_tol=1e-9)
        if i == 0:
            firstval = v
        else:
            if i % 360 == 0:
                assert v == firstval
    for period in (360, 100):
        firstval = None
        for i, v in zip(range(1000), cos_values(period)):
            assert -1 <= v <= 1
            if i == 0:
                firstval = v
            else:
                if i % period == 0:
                    assert v == firstval