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feat(channel_utils): move open channel flow utils from modflow6
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wpbonelli committed Jan 6, 2023
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347 changes: 347 additions & 0 deletions autotest/test_channel_utils.py
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import math

import numpy as np
import pytest

from flopy.utils.channel_utils import (
get_depth,
get_discharge,
get_discharge_rect,
get_segment_wetted_area,
get_segment_wetted_perimeter,
get_segment_wetted_station,
get_wetted_area,
get_wetted_perimeter,
)


def test_get_segment_wetted_station_all_dry():
depth = 10
p0 = (0, 12)
p1 = (10, 11)
x0, x1 = get_segment_wetted_station(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)
# zero-length segment at x0
assert x0 == x1 == p0[0]


def test_get_segment_wetted_station_partial():
depth = 10

# left bank (sloping downwards to the right)
p0 = (0, 12)
p1 = (10, 8)
x0, x1 = get_segment_wetted_station(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)
# left endpoint should be moved to the right
assert x0 != x1
assert x0 != p0[0]
assert x1 == p1[0]
assert x0 == (p1[0] - p0[0]) / 2

# right bank (sloping upwards to the right)
p0 = (0, 8)
p1 = (10, 12)
x0, x1 = get_segment_wetted_station(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)
# right endpoint should be moved to the left
assert x0 != x1
assert x0 == p0[0]
assert x1 != p1[0]
assert x1 == (p1[0] - p0[0]) / 2


def test_get_segment_wetted_station_submerged():
depth = 13
p0 = (0, 12)
p1 = (10, 11)
x0, x1 = get_segment_wetted_station(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)
# entire segment should be returned
assert x0 == p0[0]
assert x1 == p1[0]


def test_get_segment_wetted_perimeter_dry():
depth = 10
p0 = (0, 12)
p1 = (10, 11)
perim = get_segment_wetted_perimeter(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)
assert perim == 0


point_lists = [
# single segments
[(0, -1), (1, -1)],
[(0, 0), (1, 1)],
[(0, 1), (2, -1)],
[(0, -1), (2, 1)],
[(0, 1), (1, 0)],
# channels with multiple segments
[(0, -1), (1, -1), (2, -1)], # flat
[(0, 0), (1, -1), (2, 0)], # triangular
[(0, -1), (1, -2), (2, -2), (3, -1)], # trapezoidal
[(0, -1), (1, -2), (2, -4), (3, -4), (4, -1)], # complex
]


@pytest.mark.parametrize(
"depth, p0, p1",
[
(0, point_lists[0][0], point_lists[0][1]),
(0, point_lists[1][0], point_lists[1][1]),
(0, point_lists[2][0], point_lists[2][1]),
(3, point_lists[3][0], point_lists[3][1]),
],
)
def test_get_segment_wetted_perimeter(depth, p0, p1):
wp = get_segment_wetted_perimeter(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)

xlen = abs(p1[0] - p0[0])
hlen = abs(p1[1] - p0[1])
hmax = max([p0[1], p1[1]])
hmin = min([p0[1], p1[1]])
seg_len = math.sqrt(hlen**2 + xlen**2)

# if segment is fully wetted, wetted perimeter is just its length
if depth >= hmax:
# expect perimeter 0 if the water surface is level with a flat segment
if depth == hmin == hmax:
assert wp == 0
else:
assert wp == seg_len

# if segment is partially submerged, wetted perimeter should be
# less than the length of the segment but greater than zero
elif depth > hmin:
assert wp > 0
assert wp < seg_len

# if segment is completely dry, wetted perimeter should be zero
else:
assert wp == 0


@pytest.mark.parametrize(
"depth, p0, p1",
[
(0, point_lists[0][0], point_lists[0][1]),
(0, point_lists[1][0], point_lists[1][1]),
(0, point_lists[2][0], point_lists[2][1]),
(3, point_lists[3][0], point_lists[3][1]),
],
)
def test_get_segment_wetted_area(depth, p0, p1):
wa = get_segment_wetted_area(
x0=p0[0], x1=p1[0], h0=p0[1], h1=p1[1], depth=depth
)

xlen = abs(p1[0] - p0[0])
hlen = abs(p1[1] - p0[1])
hmax = max([p0[1], p1[1]])
hmin = min([p0[1], p1[1]])
seg_len = math.sqrt(hlen**2 + xlen**2)
tri_area = 0 if hlen == 0 else (0.5 * hlen * xlen)

# if segment is submerged wetted area is that of quadrilateral
# formed by the segment, the water surface, and vertical sides
if depth > hmax:
rect_area = xlen * (depth - hmax)
expected = rect_area + tri_area * (0.5 if p0[1] != p1[1] else 1)
assert wa == expected

# if segment is partially submerged, wetted area should be
# less than the area of the triangle formed by the segment
# and the water surface, with one vertical side
elif depth > hmin:
assert wa > 0
assert wa < tri_area

# if segment is completely dry, wetted area should be zero
else:
assert wa == 0


def test_get_wetted_perimeter_rectangular():
depth = 0
points = np.array([[0, -0.2], [0, -1.4], [1.5, -1.4], [1.5, -0.2]])
perim = get_wetted_perimeter(points[:, 0], points[:, 1], depth)
assert perim == 1.5


@pytest.mark.parametrize("points", [np.array(pts) for pts in point_lists])
@pytest.mark.parametrize("depth", [0, 1, -1, -2])
def test_get_wetted_perimeter(depth, points):
def total_perim(pts):
return sum(
[
math.sqrt(
(pts[i][0] - pts[i - 1][0]) ** 2
+ (pts[i][1] - pts[i - 1][1]) ** 2
)
for i in range(1, len(pts))
]
)

wp = get_wetted_perimeter(
x=points[:, 0], h=points[:, 1], depth=depth, verbose=True
)

hmax = max(points[:, 1])
hmin = min(points[:, 1])
total_perim = total_perim(points)

# if all segments are submerged, wetted perimeter is total perimeter
if depth >= hmax:
# expect perimeter 0 if the water surface is level with a flat channel
if all(p == depth for p in points[:, 1]):
assert wp == 0
else:
assert wp == total_perim

# if at least some segments are at least partially submerged...
elif depth > hmin:
assert wp > 0
assert wp < total_perim

def patch(x0, x1, h0, h1, depth):
# TODO: refactor get_segment_wetted_perimeter() to handle partial wetting
# internally so separate get_segment_wetted_station() is no longer needed?

x0, x1 = get_segment_wetted_station(
x0=x0, x1=x1, h0=h0, h1=h1, depth=depth
)
return get_segment_wetted_perimeter(
x0=x0, x1=x1, h0=h0, h1=h1, depth=depth
)

assert np.isclose(
wp,
sum(
[
patch(
x0=points[i][0],
x1=points[i + 1][0],
h0=points[i][1],
h1=points[i + 1][1],
depth=depth,
)
for i in range(0, len(points) - 1)
]
),
)

# if all segments are dry, wetted perimeter is zero
else:
assert wp == 0


def test_get_wetted_area_rectangular():
depth = 0
points = np.array([[0, -0.2], [0, -1.4], [1.5, -1.4], [1.5, -0.2]])
expected = 1.5 * 1.4
area = get_wetted_area(points[:, 0], points[:, 1], depth)
assert area == expected


def test_get_discharge_rect():
# adapted from https://www.youtube.com/watch?v=R-Vhs_AH8mA

width = 0.5
depth = 0.25
n = 0.022
s = 0.005
k = 1.0
expected = 0.1
q = get_discharge_rect(width, depth, n, s, k)
assert np.isclose(expected, q, rtol=1e-2)


def test_get_discharge_rectangular():
# adapted from https://www.youtube.com/watch?v=R-Vhs_AH8mA

# x and h as ints (width and height)
width = 0.5
depth = 0.25
n = 0.022
s = 0.005
k = 1.0
expected = 0.1
q = get_discharge(width, depth, depth, n, s, k)
assert np.isclose(expected, q, rtol=1e-2)

# x and h as arrays
x = np.array([0, 0, width, width])
h = np.array([depth, 0, 0, depth])
q = get_discharge(x, h, depth, n, s, k)
assert np.isclose(expected, q, rtol=1e-2)


def test_get_discharge_trapezoidal():
# adapted from https://www.youtube.com/watch?v=ucLa9_DDWPA

x = np.array([0, 2, 4, 8, 10, 12])
h = np.array([2, 1, 0, 0, 1, 2])
n = 0.015
s = 0.002
k = 1.0
depth = 1.3
expected = 23.4
q = get_discharge(x, h, depth, n, s, k)
assert np.isclose(expected, q, rtol=0.1)


@pytest.mark.xfail(reason="debug complex array input case")
def test_get_discharge_compound_rectangular():
# adapted from https://www.youtube.com/watch?v=BJZ73WWEc3M

# manually sum over discharge for each rectangle
n = 0.016
s = 0.001
k = 1.0
expected = 3.3
q0 = get_discharge(3, 0.2, roughness=n, slope=s, conv=k)
q1 = get_discharge(1.5, 1.4, roughness=n, slope=s, conv=k)
q2 = get_discharge(3, 0.2, roughness=n, slope=s, conv=k)
sm = q0 + q1 + q2
assert np.isclose(expected, sm, rtol=1e-2)

# check single rectangular segment with array input for x and h
x = np.array([0, 0, 3, 3])
h = np.array([0, -0.2, -0.2, 0])
q = get_discharge(x, h, 0, n, s, k)
assert np.isclose(q, q0, rtol=1e-3)

# check multiple rectangles with array input
x = np.array([0, 0, 3, 3, 4.5, 4.5, 7.5, 7.5])
h = np.array([0, -0.2, -0.2, -1.4, -1.4, -0.2, -0.2, 0])
q = get_discharge(x, h, 0, n, s, k)
assert np.isclose(expected, q, rtol=1e-2)


def test_get_depth():
# adapted from https://www.youtube.com/watch?v=t9ywTXEcScE

width = 5
x = np.array([0, 0, width, width])
h = np.array([2, 0, 0, 2])
q = 6.5
n = 0.02
s = 0.0005
k = 1.0
expected = 1.3
depth = get_depth(x, h, q, n, s, k)
assert np.isclose(expected, depth, rtol=1e-1)


@pytest.mark.skip(reason="todo")
def test_get_depths():
pass

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