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\ No newline at end of file diff --git a/.gitignore b/.gitignore index e8f8ec4..3c4ae05 100644 --- a/.gitignore +++ b/.gitignore @@ -142,4 +142,6 @@ limit_line_128.4_angle_5.csv limitation_line_angle_0.csv limitation_line_angle_5.csv test.py -local_imports/ \ No newline at end of file +local_imports/ +test_run.py +local-testing/ \ No newline at end of file diff --git a/.travis.yml b/.travis.yml index f64f10a..906bb94 100644 --- a/.travis.yml +++ b/.travis.yml @@ -3,33 +3,19 @@ sudo: false language: python matrix: include: - - name: "Python 3.6.3 on Xenial Linux" - python: 3.6 # this works for Linux but is ignored on macOS or Windows + - name: "Python 3.7.10 on Xenial Linux" + python: 3.7 # this works for Linux but is ignored on macOS or Windows env: TEST=tox - - name: "Python 3.5.6 on Xenial Linux" - python: 3.5 - env: TEST=tox - - name: "Python 3.6.8 on Windows" - os: windows # Windows 10.0.17134 N/A Build 17134 - language: shell # 'language: python' is an error on Travis CI Windows - before_install: - - choco install python3 --version 3.6.8 # this install takes at least 1 min 30 sec - - python -m pip install --upgrade pip - before_script: - - poetry install - env: - - PATH=/c/Python36:/c/Python36/Scripts:$PATH; - - TEST="poetry run pytest --cov=src/antenna_intensity_modeler tests/" - - name: "Python 3.5.4 on Windows" + - name: "Python 3.7.10 on Windows" os: windows # Windows 10.0.17134 N/A Build 17134 language: shell # 'language: python' is an error on Travis CI Windows before_install: - - choco install python3 -version 3.5.4 # this install takes at least 1 min 30 sec + - choco install python3 --version 3.7.10 # this install takes at least 1 min 30 sec - python -m pip install --upgrade pip before_script: - poetry install env: - - PATH=/c/Python35:/c/Python35/Scripts:$PATH; + - PATH=/c/Python37:/c/Python37/Scripts:$PATH; - TEST="poetry run pytest --cov=src/antenna_intensity_modeler tests/" env: diff --git a/appveyor.yml b/appveyor.yml index 645373d..7c35115 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -6,33 +6,18 @@ environment: secure: SEvlitnAdM1GA2tm3AIENvQorlxl3vU41/2Jol2hTdc= matrix: - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017 - PYTHON: "C:\\Python35" - TOX_ENV: "py35" + PYTHON: "C:\\Python37" + TOX_ENV: "py37" DEPLOY: "false" - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017 - PYTHON: "C:\\Python35-x64" - TOX_ENV: "py35" - DEPLOY: "false" - - - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017 - PYTHON: "C:\\Python36" - TOX_ENV: "py36" - DEPLOY: "false" - - - APPVEYOR_BUILD_WORKER_IMAGE: Visual Studio 2017 - PYTHON: "C:\\Python36-x64" - TOX_ENV: "py36" - DEPLOY: "false" - - - APPVEYOR_BUILD_WORKER_IMAGE: Ubuntu - PYTHON: "3.5" - TOX_ENV: "py35" + PYTHON: "C:\\Python37-x64" + TOX_ENV: "py37" DEPLOY: "false" - APPVEYOR_BUILD_WORKER_IMAGE: Ubuntu - PYTHON: "3.6" - TOX_ENV: "py36" + PYTHON: "3.7" + TOX_ENV: "py37" DEPLOY: "true" init: diff --git a/poetry.lock b/poetry.lock index c9e531b..1f38fb5 100644 --- a/poetry.lock +++ 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!=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "1.2.1" [[package]] -category = "dev" -description = "Classes Without Boilerplate" name = "attrs" +version = "21.2.0" +description = "Classes Without Boilerplate" +category = "dev" optional = false -python-versions = "*" -version = "18.2.0" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" + +[package.extras] +dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"] +docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"] +tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"] +tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"] [[package]] -category = "dev" -description = "Internationalization utilities" name = "babel" +version = "2.9.1" +description = "Internationalization utilities" +category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "2.6.0" [package.dependencies] -pytz = ">=0a" +pytz = ">=2015.7" [[package]] -category = "dev" -description = "An easy safelist-based HTML-sanitizing tool." name = "bleach" +version = "3.3.0" +description = "An easy safelist-based HTML-sanitizing tool." +category = "dev" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -version = "3.0.2" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [package.dependencies] -six = "*" +packaging = "*" +six = ">=1.9.0" webencodings = "*" [[package]] -category = "dev" -description = "Version-bump your software with a single command!" -name = "bump2version" +name = "boxx-pymonad" +version = "0.2.0" +description = "My Implementation of pymonad package." +category = "main" optional = false python-versions = "*" -version = 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"sha256:51cb66cc54621609dd593d1787f286ee42a5c0adbb4b29abea5a63edc3e03098"}, + {file = "zipp-3.4.1.tar.gz", hash = "sha256:3607921face881ba3e026887d8150cca609d517579abe052ac81fc5aeffdbd76"}, +] diff --git a/pyproject.toml b/pyproject.toml index 33ab721..6ad2bf5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,19 +20,17 @@ classifiers = [ "Intended Audience :: Developers", "Natural Language :: English", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.4", - "Programming Language :: Python :: 3.5", - "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", ] [tool.poetry.dependencies] # List project dependencies here -python = "^3.5" +python = "^3.7" numpy = "^1.15" pandas = "^0.23" scipy = "^1.1" matplotlib = "^3.0" click = "^7.0" +boxx-pymonad = "^0.2.0" [tool.poetry.dev-dependencies] bump2version = "^0.5.0" diff --git a/src/DARC.py b/src/DARC.py index e6d0b20..a64a321 100644 --- a/src/DARC.py +++ b/src/DARC.py @@ -13,29 +13,31 @@ def my_interpolate(x, y, n): params = parabolic.parameters(7.5, 3000, 312500, 0.71, 17.57) -ffmin = params[6] +ffmin = params["ffmin"] C = 1e8 -freq_hz = 3000*1e6 +freq_hz = 3000 * 1e6 LAMDA = C / freq_hz -fig, ax = plt.subplots() +fig, ax = plt.subplots(1, 1) _density = 100 el_axis = 9 degree = 5 rotate = [ [np.cos(degree * np.pi / 180), np.sin(degree * np.pi / 180)], - [-np.sin(degree * np.pi / 180), np.cos(degree * np.pi / 180)] + [-np.sin(degree * np.pi / 180), np.cos(degree * np.pi / 180)], ] # plot off axis limitation -x = np.linspace(0.01, 1.0, _density)*ffmin +x = np.linspace(0.01, 1.0, _density) * ffmin y = [] thetas = [] for x_bar in x: - limit = 0. - theta = 0. + limit = 0.0 + theta = 0.0 while limit < 0.08: - limit = (np.pi * 7.5**2) / (LAMDA * x_bar) * np.sin(theta * np.pi / 180.)**2 + limit = ( + (np.pi * 7.5 ** 2) / (LAMDA * x_bar) * np.sin(theta * np.pi / 180.0) ** 2 + ) theta += 0.5 y.append(x_bar * np.tan(theta * np.pi / 180)) thetas.append(theta) @@ -61,12 +63,14 @@ def my_interpolate(x, y, n): # limitation_lines.to_csv('limitation_line_angle_{}.csv'.format(degree)) # penis plot -limits = [0.9]#, 38.2, 14.9, 128.4] -# limits = [10., 100.] +# limits = [0.9] # , 38.2, 14.9, 128.4] +limits = [100] # 10.0, 100.0] for limit in limits: - table = parabolic.hazard_plot(params, limit, xbar_max=15, density=_density, gain_boost=6) - _x = table['range'] - _y = table['positives'] + table = parabolic.hazard_plot( + params, limit, xbar_max=15, density=_density, gain_boost_db=6 + ) + _x = table["range"] + _y = table["positives"] # _y_neg = table['negatives'] # smooth _x, _y = my_interpolate(_x, _y, _density * 10) @@ -82,18 +86,19 @@ def my_interpolate(x, y, n): limit_lines = pd.DataFrame( np.column_stack((top[:, 0], top[:, 1], bottom[:, 0], bottom[:, 1])), columns=[ - '{}_top_x'.format(limit), - '{}_top_y'.format(limit), - '{}_bottom_x'.format(limit), - '{}_bottom_y'.format(limit)] + "{}_top_x".format(limit), + "{}_top_y".format(limit), + "{}_bottom_x".format(limit), + "{}_bottom_y".format(limit), + ], ) - limit_lines.to_csv('limit_line_{}_angle_{}.csv'.format(limit, degree)) + limit_lines.to_csv("limit_line_{}_angle_{}.csv".format(limit, degree)) -ax.grid(True, which='both') +ax.grid(True, which="both") ax.minorticks_on() # ax.set_title('Hazard Plot with limit: %s w/m^2' % limit) -ax.set_xlabel('Distance From Antenna(m)') -ax.set_ylabel('Off Axis Distance (m)') +ax.set_xlabel("Distance From Antenna(m)") +ax.set_ylabel("Off Axis Distance (m)") ax.set_xlim([0, 2250]) ax.set_ylim([-40, 40]) # plot elevation axis @@ -150,4 +155,4 @@ def my_interpolate(x, y, n): # fig.colorbar(surf, shrink=0.5, aspect=5) # # cs = ax.contour(X, Y, grid) # # ax.clabel(cs, inline=1, fontsize=-10) -# plt.show() \ No newline at end of file +# plt.show() diff --git a/src/DARC2.py b/src/DARC2.py deleted file mode 100644 index 57421d7..0000000 --- a/src/DARC2.py +++ /dev/null @@ -1,38 +0,0 @@ -from antenna_intensity_modeler import parabolic -import matplotlib.pyplot as plt -import numpy as np -import pandas as pd -from scipy.interpolate import make_interp_spline, BSpline - - -def my_interpolate(x, y, n): - x_new = np.linspace(min(x), max(x), n) - spl = make_interp_spline(x, y) - y_new = spl(x_new) - return x_new, y_new - - -params = parabolic.parameters(7.5, 3000, 50000, 0.71, 17.57) -# params = parabolic.parameters(7.5, 3000, 50000, 0.71, 25) -ffmin = params[6] -C = 1e8 -freq_hz = 3000*1e6 -LAMDA = C / freq_hz - -fig, ax = plt.subplots() -# ax.set_xlim([0.01, 1.0]) -ax.grid(True, which='both') -ax.minorticks_on() -ax.set_title('Relative Field Intensity') -ax.set_xlabel('Normalized Z-axis distance') -ax.set_ylabel('Relative Field Strength in dB') -standard = 0 -table = parabolic.test_method(params, 0) -ax.plot(table.delta, table.Pcorr) -# xbars = np.arange(0,1.1,0.1) -# for xbar in xbars: -# table = parabolic.near_field_corrections(params, xbar) -# if xbar == 0: -# standard = table.Pcorr[0] -# ax.semilogx(table.delta, table.Pcorr / params[7] ) -plt.show() \ No newline at end of file diff --git a/src/DARC3.py b/src/DARC3.py deleted file mode 100644 index ded2ff7..0000000 --- a/src/DARC3.py +++ /dev/null @@ -1,131 +0,0 @@ -from antenna_intensity_modeler import parabolic -import matplotlib.pyplot as plt -import numpy as np -import pandas as pd -from scipy.interpolate import make_interp_spline, BSpline - - -# def my_interpolate(x, y, n): -# x_new = np.linspace(min(x), max(x), n) -# spl = make_interp_spline(x, y) -# y_new = spl(x_new) -# return x_new, y_new - - -# params = parabolic.parameters(7.5, 3000, 50000, 0.71, 17.57) -# ffmin = params[6] -# C = 1e8 -# freq_hz = 3000*1e6 -# LAMDA = C / freq_hz - -# from matplotlib import cm -# from matplotlib.ticker import LinearLocator, FormatStrFormatter -# from mpl_toolkits.mplot3d import Axes3D -# # fig, ax = plt.subplots() -# fig = plt.figure() -# ax = fig.gca(projection='3d') -# X, Y, grid = parabolic.combined_hazard_plot(params, 0.1) -# surf = ax.plot_surface(X, Y, grid, cmap=cm.coolwarm, linewidth=0) -# fig.colorbar(surf, shrink=0.5, aspect=5) -# # cs = ax.contour(X, Y, grid) -# # ax.clabel(cs, inline=1, fontsize=-10) -# plt.show() -from LightPipes import * -import matplotlib.pyplot as plt - -txr_coord = [ - [-3 * 15, -7], - [-1 * 15, -7], - [-1 * 15, -7], - [1 * 15, -7], - [3 * 15, -7], - [3 * 15, -7] -] -GridSize = 150 * m -GridDimension = 150 -lambda_ = 0.1 * m # lambda_ is used because lambda is a Python build-in function. - -R = 7.5 * m # Radius of the aperture -yt = 5 * np.pi / 180 # tilt of the aperture - -field = Begin(GridSize, lambda_, GridDimension) -# field = CircScreen(R, txr_coord[0][0], txr_coord[0][1], field) -# field = CircScreen(R, txr_coord[1][0], txr_coord[1][1], field) -# field = CircScreen(R, txr_coord[2][0], txr_coord[2][1], field) -# field = CircScreen(R, txr_coord[3][0], txr_coord[3][1], field) -# field = CircScreen(R, txr_coord[4][0], txr_coord[4][1], field) -# field = CircScreen(R, txr_coord[5][0], txr_coord[5][1], field) - -f2 = CircAperture(R, txr_coord[1][0], txr_coord[1][1], field) -f5 = CircAperture(R, txr_coord[4][0], txr_coord[4][1], field) -field1 = BeamMix(f2, f5) -field1 = Tilt(0, -yt, field1) -# field = Fresnel(15, field) - -f1 = CircAperture(R, txr_coord[0][0], txr_coord[0][1], field) -f4 = CircAperture(R, txr_coord[3][0], txr_coord[3][1], field) -field2 = BeamMix(f1, f4) -field2 = Tilt(0, -yt, field2) -# field = Fresnel(15, field) - -f3 = CircAperture(R, txr_coord[2][0], txr_coord[2][1], field) -f6 = CircAperture(R, txr_coord[5][0], txr_coord[5][1], field) -field3 = BeamMix(f3, f6) -field3 = Tilt(0, -yt, field3) - -# field = BeamMix(BeamMix(BeamMix(BeamMix(BeamMix(f1, f2), f3), f4), f5), f6) -# field = Tilt(0, -yt, field) - -delta = range(40, 2260, 10) -pd_field = np.zeros((222, GridDimension)) -X = range(GridDimension) -Y = range(222) -X, Y = np.meshgrid(X,Y) -count = 0 -for d in delta: - new_field1 = Fresnel(d + 30, field1) - new_field2 = Fresnel(d + 15, field2) - new_field3 = Fresnel(d, field3) - new_field = BeamMix(BeamMix(new_field1, new_field2), new_field3) - - new_intensity = Intensity(1, new_field) - pd_field[count][:GridDimension] = new_intensity[68][:GridDimension] - count += 1 - -# field = Fresnel(2250, field) -# intensity = Intensity(0, field) -# X = range(GridDimension) -# Y = range(GridDimension) -# X, Y = np.meshgrid(X, Y) -# intensity = np.array(intensity) - -from matplotlib import cm -from matplotlib.ticker import LinearLocator, FormatStrFormatter -from mpl_toolkits.mplot3d import Axes3D -# fig, ax = plt.subplots() -fig = plt.figure() -ax = fig.gca(projection='3d') -# surf = ax.plot_surface(X, Y, intensity, cmap=cm.coolwarm, linewidth=0) -surf = ax.plot_surface(X, Y, pd_field, cmap=cm.coolwarm, linewidth=0) -fig.colorbar(surf, shrink=0.5, aspect=5) -# cs = ax.contour(X, Y, grid) -# ax.clabel(cs, inline=1, fontsize=-10) -plt.show() - -# x = [] -# for i in range(GridDimension): -# x.append((-GridSize * m / 2 + i * GridSize * m / GridDimension) / m) - -# fig = plt.figure(figsize=(15, 6)) -# ax1 = fig.add_subplot(121) -# ax2 = fig.add_subplot(122) -# ax1.imshow(intensity, cmap='rainbow') -# # ax1.axis('off') -# ax2.plot(x, intensity[128]) -# ax2.set_xlabel('x [mm]') -# ax2.set_ylabel('Intensity [a.u.]') -# ax2.grid('on') -# plt.show() - -# # plt.imshow(intensity) -# # plt.show() diff --git a/src/DARC4.py b/src/DARC4.py deleted file mode 100644 index 4195703..0000000 --- a/src/DARC4.py +++ /dev/null @@ -1,114 +0,0 @@ -from antenna_intensity_modeler import parabolic -import matplotlib.pyplot as plt -import numpy as np -import pandas as pd -from scipy.interpolate import make_interp_spline, BSpline -from LightPipes import * -from matplotlib import cm -from matplotlib.ticker import LinearLocator, FormatStrFormatter -from mpl_toolkits.mplot3d import Axes3D - - -def au_to_v_per_m(x): - # return [20*np.log10(x) for x in x] - return [20*np.log10((x * 5.1422e11)**2 / 377) for x in x] - - -def my_window(n, N): - window = np.zeros((N, 1)) - middle = int(N / 2) - window[middle] = 1 - count = 1 - if N % 2 == 0: - for a in np.linspace(0, 1, middle): - amp = (1 - a**2)**n - window[middle + count - 1] = amp - window[middle - count] = amp - count += 1 - else: - for a in np.linspace(0, 1, middle): - amp = (1 - a**2)**n - window[middle + count] = amp - window[middle - count] = amp - count += 1 - return window - - -GridSize = 360 * m -GridDimension = 3601 -middle = 1800 -lambda_ = 0.1 * m # lambda_ is used because lambda is a Python build-in function. - -R = 7.5 * m # Radius of the aperture - -wind = my_window(1, int(2 * R)) -w2D = np.dot(wind[:], wind[:].T) # % Outer product -pad = 1793 -w2D = np.pad(w2D, ((pad, pad), (pad, pad)), mode='constant') - -field = Begin(GridSize, lambda_, GridDimension) -# print(sum(sum(field))) -# field *= w2D -# field = MultIntensity(w2D, field) -# print(sum(sum(field))) - -# field = CircAperture(R, 0, 0, field) - -f = 4500 * m -# f1 = 45000 * m -# f2 = f1 * f / (f1 - f) -# field = Lens(f, 0, 0, field) -# field = LensFresnel(f, f, field) -# field = Convert(field) - -d = 4500 -field = CircAperture(R, 0, 0, field) -# field = Gain(1.0, 1e3, 1e3, field) -field = Lens(f, 0, 0, field) -field = Fresnel(d, field) -# field = Forvard(2250, field) -# field = Forward(2250, field) - -# A = lambda_ / 2 / np.pi -# field = Zernike(2, 0, R, A, field) -# field = CircAperture(R, 0, 0, field) - -# field = Fresnel(d, field) - -intensity = Intensity(0, field) -# intensity = [[x*31.5 for x in row] for row in intensity] -# intensity = [au_to_v_per_m(x) for x in intensity] -# X = range(GridDimension) -# Y = range(GridDimension) -# X, Y = np.meshgrid(X, Y) -# intensity = np.array(intensity) - -# fig, ax = plt.subplots() -# fig = plt.figure() -# ax = fig.gca(projection='3d') -# # surf = ax.plot_surface(X, Y, intensity, cmap=cm.coolwarm, linewidth=0) -# surf = ax.plot_surface(X, Y, pd_field, cmap=cm.coolwarm, linewidth=0) -# fig.colorbar(surf, shrink=0.5, aspect=5) -# # cs = ax.contour(X, Y, grid) -# # ax.clabel(cs, inline=1, fontsize=-10) -# plt.show() - -x = [] -for i in range(GridDimension): - x.append((-GridSize * m / 2 + i * GridSize * m / GridDimension) / m) - -x = [np.arctan(x / d) * 180 / np.pi for x in x] -fig = plt.figure(figsize=(15, 6)) -ax1 = fig.add_subplot(121) -ax2 = fig.add_subplot(122) -ax1.imshow(intensity, cmap='rainbow') -# ax1.axis('off') -# ax2.plot(x, 20*np.log10(intensity[middle])) -ax2.semilogy(x, intensity[middle]) -ax2.set_xlabel('x [m]') -ax2.set_ylabel('Intensity [a.u.]') -ax2.grid('on') -plt.show() - -# # plt.imshow(intensity) -# # plt.show() diff --git a/src/DARC5.py b/src/DARC5.py deleted file mode 100644 index 1b99fbe..0000000 --- a/src/DARC5.py +++ /dev/null @@ -1,51 +0,0 @@ -from scipy import signal -from scipy.fftpack import fft2, fftshift -import numpy as np -import matplotlib.pyplot as plt - - -def my_window(n, N): - window = np.zeros((N, 1)) - middle = int(N / 2) - window[middle] = 1 - count = 1 - if N % 2 == 0: - for a in np.linspace(0, 1, middle): - amp = (1 - a**2)**n - window[middle + count - 1] = amp - window[middle - count] = amp - count += 1 - else: - for a in np.linspace(0, 1, middle): - amp = (1 - a**2)**n - window[middle + count] = amp - window[middle - count] = amp - count += 1 - return window - - -wind = my_window(1, 51) -plt.plot(wind) -plt.show() - -w1D = signal.hamming(51) # % Some 1D window -plt.plot(w1D) -plt.show() -w1D = w1D.reshape(51,1) -w2D = np.dot(wind[:], wind[:].T) # % Outer product -print(w2D.shape) -X, Y = np.meshgrid(range(51), range(51)) - - -from matplotlib import cm -from matplotlib.ticker import LinearLocator, FormatStrFormatter -from mpl_toolkits.mplot3d import Axes3D -# fig, ax = plt.subplots() -fig = plt.figure() -ax = fig.gca(projection='3d') -# surf = ax.plot_surface(X, Y, intensity, cmap=cm.coolwarm, linewidth=0) -surf = ax.plot_surface(X, Y, w2D, cmap=cm.coolwarm, linewidth=0) -fig.colorbar(surf, shrink=0.5, aspect=5) -# cs = ax.contour(X, Y, grid) -# ax.clabel(cs, inline=1, fontsize=-10) -plt.show() diff --git a/src/antenna_intensity_modeler/helpers.py b/src/antenna_intensity_modeler/helpers.py deleted file mode 100644 index 483b9b0..0000000 --- a/src/antenna_intensity_modeler/helpers.py +++ /dev/null @@ -1,179 +0,0 @@ -from typing import TypeVar, Generic, Callable, NewType - -A = TypeVar("A") -B = TypeVar("B") -C = TypeVar("C") -T = TypeVar("T") - - -class Monad: - # pure :: a -> M a - @staticmethod - def pure(x): - raise Exception("pure method needs to be implemented") - - # flat_map :: # M a -> (a -> M b) -> M b - def flat_map(self, f): - raise Exception("flat_map method needs to be implemented") - - # map :: # M a -> (a -> b) -> M b - def map(self, f): - return self.flat_map(lambda x: self.pure(f(x))) - - # amap :: # M (a -> b) -> M a -> M b - def amap(self: 'Monad[Callable[[S], T]]', monad_value: 'Monad[S]') -> 'Monad[T]': - """ Applies the function stored in the functor to the value inside 'functor_value' - returning a new functor value. - """ - return monad_value.flat_map(self.value) - -class Option(Monad): - # pure :: a -> Option a - @staticmethod - def pure(x): - return Some(x) - - # flat_map :: # Option a -> (a -> Option b) -> Option b - def flat_map(self, f): - if self.defined: - return f(self.value) - else: - return nil - - def if_none(self, x): - if self.defined: - return self.value - else: - return x - - -class Some(Option): - def __init__(self, value): - self.value = value - self.defined = True - - -class Nil(Option): - def __init__(self): - self.value = None - self.defined = False - - -nil = Nil() - - -class Either(Monad): - # pure :: a -> Either a - @staticmethod - def pure(value): - return Right(value) - - # flat_map :: # Either a -> (a -> Either b) -> Either b - def flat_map(self, f): - if self.is_left: - return self - else: - return f(self.value) - - def left(self, f): - if self.is_left: - return self.flat_map(f) - else: - return self - - def right(self, f): - if self.is_left: - return self - else: - return self.flat_map(f) - - -class Left(Either): - def __init__(self, value): - self.value = value - self.is_left = True - - def __str__(self): - return f"Left({self.value})" - - -class Right(Either): - def __init__(self, value): - self.value = value - self.is_left = False - - def __str__(self): - return f"Right({self.value})" - - -from functools import reduce -import threading - - -class Future(Monad): - # __init__ :: ((Either err a -> void) -> void) -> Future (Either err a) - def __init__(self, f): - self.subscribers = [] - self.cache = nil - self.semaphore = threading.BoundedSemaphore(1) - f(self.callback) - - # pure :: a -> Future a - @staticmethod - def pure(value): - return Future(lambda cb: cb(Either.pure(value))) - - def exec(f, cb): - try: - data = f() - cb(Right(data)) - except Exception as err: - cb(Left(err)) - - def exec_on_thread(f, cb): - t = threading.Thread(target=Future.exec, args=[f, cb]) - t.start() - - def _async(f): - return Future(lambda cb: Future.exec_on_thread(f, cb)) - - # flat_map :: (a -> Future b) -> Future b - def flat_map(self, f): - return Future( - lambda cb: self.subscribe( - lambda value: cb(value) - if (value.is_left) - else f(value.value).subscribe(cb) - ) - ) - - # traverse :: [a] -> (a -> Future b) -> Future [b] - def traverse(arr): - return lambda f: reduce( - lambda acc, elem: acc.flat_map( - lambda values: f(elem).map(lambda value: values + [value]) - ), - arr, - Future.pure([]), - ) - - # callback :: Either err a -> void - def callback(self, value): - self.semaphore.acquire() - self.cache = Some(value) - while len(self.subscribers) > 0: - sub = self.subscribers.pop(0) - t = threading.Thread(target=sub, args=[value]) - t.start() - self.semaphore.release() - - # subscribe :: (Either err a -> void) -> void - def subscribe(self, subscriber): - self.semaphore.acquire() - if self.cache.defined: - self.semaphore.release() - subscriber(self.cache.value) - else: - self.subscribers.append(subscriber) - self.semaphore.release() - diff --git a/src/antenna_intensity_modeler/parabolic.py b/src/antenna_intensity_modeler/parabolic.py index 0d1158b..ef4a5c7 100644 --- a/src/antenna_intensity_modeler/parabolic.py +++ b/src/antenna_intensity_modeler/parabolic.py @@ -14,15 +14,10 @@ from concurrent.futures import ProcessPoolExecutor # from .helpers import Either, Left, Right -import pymonad -# from pymonad import * -from pymonad.operators import * -from pymonad.operators import Either -# import pymonad.tools -curry = pymonad.tools.curry -# from .local_imports.pymonad import * -# from .local_imports.pymonad.tools import curry -# from .local_imports.pymonad.operators import * +from pymonad.tools import curry +from pymonad.operators.either import Either, Left, Right +from pymonad.operators.maybe import Maybe, Nothing, Just +from pymonad.operators.list import ListMonad # Units m = 1.0 @@ -124,20 +119,6 @@ def bessel_func( ) -@curry -def bessel_func_test( - H: float, u: float, d: float, f: Union[np.cos, np.sin], x: float -) -> Callable: - return ( - 1 - * scipy.special.iv(0, pi * H * (1 - x ** 2)) # **(1 / 2)) - # * (1 - x**2) - * scipy.special.jv(0, u * x) - * f(pi * x ** 2 / 8 / d) - * x - ) - - def romberg_integration( fun: Callable, lower: int = 0, upper: int = 1, divmax: int = 20 ) -> Either: @@ -167,22 +148,40 @@ def run_near_field_corrections(d: float, parameters: dict, xbar: float) -> float bessel_func_cos = partial(bessel_func, f=np.cos, H=H, u=u, d=d) bessel_func_sin = partial(bessel_func, f=np.sin, H=H, u=u, d=d) - # _bessel_func = bessel_func_test(H, u, d) - # bessel_func_cos = _bessel_func(np.cos) - # bessel_func_sin = _bessel_func(np.sin) - # Calculate Powers Ep1 = romberg_integration(bessel_func_cos, 0, 1, divmax=20) Ep2 = romberg_integration(bessel_func_sin, 0, 1, divmax=20) - # Ep1 = scipy.integrate.romberg(bessel_func_cos, 0, 1, divmax=20) - # Ep2 = scipy.integrate.romberg(bessel_func_sin, 0, 1, divmax=20) + # Ep1_1 = scipy.integrate.romberg(bessel_func_cos, 0, 1, divmax=20) + # Ep2_1 = scipy.integrate.romberg(bessel_func_sin, 0, 1, divmax=20) - @curry + @curry(2) def final_reduction(x, y): return (1 + np.cos(theta)) / d * abs(x - 1j * y) - return final_reduction * Ep1 & Ep2 - # return (1 + np.cos(theta)) / d * abs(Ep1 - 1j * Ep2) + # return (1 + np.cos(theta)) / d * abs(Ep1_1 - 1j * Ep2_1) + return final_reduction << Ep1 & Ep2 + + +def square(x): + return x ** 2 + + +def squared(x): + return square << x + + +@curry(2) +def divide(x, y): + return x / y + + +@curry(2) +def normalized(y, x): + return Nothing if y == Just(0) else divide << x & y + + +def unpacked(x): + return x.value def near_field_corrections( @@ -232,269 +231,19 @@ def near_field_corrections( # with ProcessPoolExecutor() as p: # Ep = np.array(list(p.map(run_with_params, delta))) # power_norm = Ep ** 2 / Ep[-1] ** 2 # * parameters["ffpwrden"] + with ProcessPoolExecutor() as p: + Ep = list(p.map(run_with_params, delta)) # Ep = list(map(run_with_params, delta)) - Eplist = list(map(run_with_params, delta)) - Ep = ListMonad(Eplist) - power_norm = Ep ** 2 / Ep[-1] ** 2 # * parameters["ffpwrden"] - @curry - def unwrap(init_val, x): - return x.getValue() ** 2 / init_val.getValue() ** 2 - unwrap_with_init = unwrap(Ep[-1]) - # power_norm = list(map(unwrap_with_init, Ep)) + ff_val = Ep[-1] + Ep_monad = ListMonad(*Ep) + + power_norm = Ep_monad * squared * normalized(square << ff_val) * unpacked # return pd.DataFrame(dict(delta=delta, Pcorr=Pcorr)) + # power_norm = Ep ** 2 / Ep[-1] ** 2 # * parameters["ffpwrden"] return power_norm -def test_method(parameters, xbar): - radius = parameters.get("radius_meters") - freq_mhz = parameters.get("freq_mhz") - power_watts = parameters.get("power_watts") - efficiency = parameters.get("efficiency") - side_lobe_ratio = parameters.get("side_lobe_ratio") - H = parameters.get("H") - ffmin = parameters.get("ffmin") - ffpwrden = parameters.get("ffpwrden") - k = parameters.get("k") - - # delta = np.linspace(0.01, 1.0, 1000) # Normalized farfield distances - # delta = np.logspace(-2, 0, 100) - delta = range(70) - Ep = np.zeros(len(delta)) - count = 0 - xbarR = xbar * radius - C = 3e8 - lamda = C / (freq_mhz * 1e6) - # theta = np.arctan(xbarR / (delta * ffmin)) - # sintheta = np.sin(theta) - # x = np.linspace(-7.5, 7.5, 1000) - # u = k * radius * np.sin(theta) - # Ep = np.fft.fft( - # 1 - # # * scipy.special.iv(0, pi * H * (1 - x**2)) - # # * scipy.special.jv(0, u * x) - # * np.exp(1j * k * (x**2 / 2 / xbarR)) - # ) - # Ep = np.fft.fftshift(Ep) - # Ep = Ep * np.exp(-1j * k * 7.5**2 * u**2 / 2 / xbarR) - - # Pcorr = abs(Ep) - # for d in delta: - - ###########################3 - # FSA method without dropping phi - - # delta = np.logspace(-2, 0, 1000) - # Ep = np.zeros(len(delta)) - # for d in delta: - # theta = np.arctan(xbarR / (d * ffmin)) - # u = k * radius * np.sin(theta) - - # def fun1(x,y): return( - # 1 - # # * scipy.special.iv(0, pi * H * (1 - x**2)) - # * np.exp(-1j * k * x**2 / 2 / d) - # * np.exp(1j * k * x * sin(theta) * cos((pi / 8) - y) * x) - # ) - # Ep1 = integrate.dblquad(fun1, 0, radius, lambda x: 0, lambda x: 2 * pi) - - # # def fun2(x,y): return( - # # 1 - # # # * scipy.special.iv(0, pi * H * (1 - x**2)) - # # * sin(k * x**2 / 2 / d) - # # * sin(k * x * sin(theta) * cos((pi / 8) - y) * x) - # # ) - # # Ep2 = integrate.dblquad(fun1, 0, radius, lambda x: 0, lambda x: 2 * pi) - - # # Ep[count] = (1 + cos(theta)) / 4 / pi / d * abs(Ep1[0] - 1j * Ep2[0]) - # Ep[count] = (1 + cos(theta)) / 4 / pi / d * abs(Ep1[0]) - # count += 1 - ########################## - - ########################## - # Hansen implementation - d = 0.075 * ffmin - for deg in delta: - # theta = np.arctan(xbarR / (d * ffmin)) - # u = np.sin(theta) - theta = deg * pi / 180 - phi = 0 - # R = (xbar**2 + d**2)**(1/2) - R = d / cos(theta) # / ffmin - nabla = 120 * pi - - # u = k * radius * np.sin(theta) - - ####################### - # o = k * xbar**2 / d - - # def fun1(x): return( - # 1 - # * np.exp(1j * k * x**2 / 2 / d) - # * np.exp(-1j * k * x * u) - # ) - # def fun1(x): return ( - # 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)) - # # * scipy.special.jv(0, u * x) - # * np.cos(k * (o / 2) * x**2 * (1 - u**2)) - # * np.cos(k * u * x) - # )j - # Ep[count] = 13.14 * (1 - np.cos(np.pi / 8 / d)) - ####################### - - ############################## - # def R(x,y): return( - # ((xbarR - (x * cos(y)))**2 + (-x * sin(y))**2 + d**2)**1/2 - # ) - - # def fun1(x,y): return( - # 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)) - # * (1 / R(x,y)) - # * cos(k * R(x,y)) - # ) - # Ep1 = integrate.dblquad(fun1, 0, radius, lambda x: 0, lambda x: 2 * pi) - - # def fun2(x,y): return( - # 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)) - # * (1 / R(x,y)) - # * sin(k * R(x,y)) - # ) - # Ep2 = integrate.dblquad(fun2, 0, radius, lambda x: 0, lambda x: 2 * pi) - - # Ep[count] = (1 / lamda) * abs(Ep1[0] - 1j * Ep2[0])**2 - ############################ - - ####################### - summation = 0 - even = 0 - odd = 0 - # print(k) - # print(radius) - # print(H) - - # print("{} of {}".format(count, len(delta)), end="\r") - for N in range(50): - - def fun_b1(x): - return ( - 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)**(1 / 2)) - * scipy.special.spherical_jn(N, x) - * x - ) - - B1 = scipy.integrate.romberg(fun_b1, 0, k * radius, divmax=20) - - def fun_b2(x): - return ( - 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)**(1 / 2)) - * scipy.special.spherical_jn(N, x) - ) - - # B2 = scipy.integrate.romberg(fun_b2, 0, 1, divmax=20) - B2 = scipy.integrate.romberg(fun_b2, 0, k * radius, divmax=20) - - if N % 2 == 0: - - def fun_a1(x): - return scipy.special.gegenbauer(N, 0)(sin(theta) * cos(x)) - - def fun_a2(x): - return scipy.special.gegenbauer(N - 1, 1)(sin(theta) * cos(x)) - - def fun_a5(x): - return ( - scipy.special.gegenbauer(N - 2, 2)(sin(theta) * cos(x)) - * cos(x) ** 2 - ) - - if N == 0: - A1 = 0 - A2 = 0 - A5 = 0 - pass - elif N == 2: - A1 = scipy.integrate.romberg(fun_a1, 0, pi / 2, divmax=20) - A2 = scipy.integrate.romberg(fun_a2, 0, pi / 2, divmax=20) - A5 = 0 - else: - A1 = scipy.integrate.romberg(fun_a1, 0, pi / 2, divmax=20) - A2 = scipy.integrate.romberg(fun_a2, 0, pi / 2, divmax=20) - A5 = scipy.integrate.romberg(fun_a5, 0, pi / 2, divmax=20) - - even += ( - (2 * N + 1) - # * scipy.special.spherical_yn(N, k * R) - * scipy.special.hankel2(N, k * R) - * ( - -A1 * B1 - + ((1 / k / R) * A2 * B2) - - ((1 / k ** 2 / R ** 2) * A5 * B1) - ) - ) - else: - - def fun_a4(x): - return scipy.special.gegenbauer(N - 2, 2)( - sin(theta) * cos(x) - ) * cos(x) - - if N == 1: - A4 = 0 - else: - A4 = scipy.integrate.romberg(fun_a4, 0, pi / 2, divmax=20) - - odd += ( - (2 * N + 1) - # * scipy.special.spherical_yn(N, k * R) - * scipy.special.hankel2(N, k * R) - * A4 - * B2 - ) - even = nabla * cos(theta) * cos(phi) / pi * even - odd = nabla * sin(theta) * cos(theta) * cos(phi) / pi / k / R * odd - # print(even) - # print(odd) - Ep[count] = abs( - np.real(even) + np.real(odd) + 1j * (np.imag(even) + np.imag(odd)) - ) - # print(Ep[count]) - - # def fun2(x): return ( - # 1 - # * scipy.special.iv(0, pi * H * (1 - x**2)) - # # * scipy.special.jv(0, u * x) - # * np.sin(k * (o / 2) * x**2 * (1 - u**2)) - # * np.sin(k * u * x) - # ) - # Ep2 = 2 * scipy.integrate.romberg(fun2, 0, 1) - # Ep2 = sum(fun2(np.linspace(0, 1, 1000))) - # Ep[count] = abs(Ep1 - 1j * Ep2) - # Ep2 = np.exp(-1j * k * radius**2 * u**2 / 2 / d) - - count += 1 - - Pcorr = Ep ** 2 / max(Ep) ** 2 # * ffpwrden - - # Pcorr = (Ep**2 / Ep[-1]**2) * ffpwrden - # Pcorr = Ep - - # fig, ax = plt.subplots() - # ax.semilogx(delta, Pcorr) - # ax.set_xlim([0.01, 1.0]) - # ax.grid(True, which="both") - # ax.minorticks_on() - # ax.set_title("Near Field Corrections xbar: %s , slr: %s" % (xbar, side_lobe_ratio)) - # ax.set_xlabel("Normalized On Axis Distance") - # ax.set_ylabel("Normalized On Axis Power Density") - # return fig, ax - return pd.DataFrame(dict(delta=delta, Pcorr=Pcorr)) - - def delta_xbar_split(delta_xbar: tuple, parameters: dict): (d, xbar) = delta_xbar[0], delta_xbar[1] return run_near_field_corrections(d, parameters, xbar) diff --git a/src/limit_line_0.9_angle_0.csv b/src/limit_line_0.9_angle_0.csv deleted file mode 100644 index 2cbad6b..0000000 --- a/src/limit_line_0.9_angle_0.csv +++ /dev/null @@ -1,1001 +0,0 @@ -,0.9_top_x,0.9_top_y,0.9_bottom_x,0.9_bottom_y -0,4.5,112.5,4.5,-112.5 -1,9.0,98.99244601288092,9.0,-98.99244601288092 -2,13.5,87.09616468111328,13.5,-87.09616468111328 -3,18.0,76.7177719293359,18.0,-76.7177719293359 -4,22.5,67.76388368218772,22.5,-67.76388368218772 -5,27.0,60.14111586430765,27.0,-60.14111586430765 -6,31.5,53.75608440033448,31.5,-53.75608440033448 -7,36.0,48.51540521490717,36.0,-48.51540521490717 -8,40.5,44.32569423266457,40.5,-44.32569423266457 -9,45.0,41.09356737824555,45.0,-41.09356737824555 -10,49.5,38.72564057628902,49.5,-38.72564057628902 -11,54.0,37.12852975143386,54.0,-37.12852975143386 -12,58.5,36.20885082831894,58.5,-36.20885082831894 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-996,4356.421598141895,1693.083208667752,4582.675745464603,-893.013528947482 -997,4360.964357627542,1692.3257892164795,4587.017965718695,-891.4787744933249 -998,4365.6252111655995,1690.2185485694877,4591.242091920374,-888.5941988434488 -999,4370.414359574128,1686.6448908428472,4595.337923251582,-884.2432061139236 diff --git a/src/test_run.py b/src/test_run.py deleted file mode 100644 index 08dc2f8..0000000 --- a/src/test_run.py +++ /dev/null @@ -1,75 +0,0 @@ -from antenna_intensity_modeler import parabolic -import matplotlib.pyplot as plt -import time -import warnings -from functools import partial -from typing import Optional, Union -import numpy as np - - -def nfc_intermediary(xbar, params, res=1000): - return parabolic.near_field_corrections( - parameters=params, xbar=xbar, resolution=res - ) - - -def match(monad: Union["Either", "Option"], some_fun, no_fun): - if isinstance(monad, Some): - return monad.flat_map(some_fun) - elif isinstance(monad, Right): - return monad.flat_map(some_fun) - else: - return no_fun(monad.value) - - -def plotting_intermediary(nfc, delta, ax): - # _nfc = match(nfc, lambda x: x.pure, lambda x: []) - _nfc = nfc - return ax.semilogx(delta, _nfc) - - -# warnings.filterwarnings("ignore") -params = parabolic.parameters(2.4, 8400, 400.0, 0.62, 17.57) -xbar = np.arange(0, 1.1, 0.1) -# xbar = [1.1, 1.2, 1.5, 2.0] -resolution = 1000 -corrections_with_params = partial(nfc_intermediary, params=params, res=resolution) -nfc = list(map(corrections_with_params, xbar)) -delta = np.logspace(-2, 0, resolution) - -fig, ax = plt.subplots() -ax.set_xlim([0.01, 1.0]) -ax.grid(True, which="both") -ax.minorticks_on() -slr = params.get("side_lobe_ratio") -ax.set_title("Near Field Corrections xbar: {}, slr: {}".format(xbar, slr)) -ax.set_xlabel("Normalized On Axis Distance") -ax.set_ylabel("Normalized On Axis Power Density") - -partial_log_plot = partial(plotting_intermediary, delta=delta, ax=ax) -_ = list(map(partial_log_plot, nfc)) -plt.show() - -# limit = 10.0 -# print("Run 1...", end=" ", flush=True) -# t1 = time.clock() -# df = parabolic.test_hazard_plot(params, limit, xbar_max=2.0) -# t2 = time.clock() -# print("done in {:.2f} seconds".format(t2 - t1), flush=True) -# # print("Run 2...", end=" ", flush=True) -# # t3 = time.clock() -# # df2 = parabolic.hazard_plot(params, limit) -# # t4 = time.clock() -# # print("done in {:.2f} seconds".format(t4 - t3), flush=True) - -# rng = df.range.values -# positives = df.positives.values -# negatives = df.negatives.values -# fig, ax = plt.subplots() -# ax.plot(rng, positives, rng, negatives) -# ax.grid(True, which="both") -# ax.minorticks_on() -# ax.set_title("Hazard Plot with limit: %s w/m^2" % limit) -# ax.set_xlabel("Distance From Antenna(m)") -# ax.set_ylabel("Off Axis Distance (m)") -# plt.show() diff --git a/tests/test_antenna_intensity_modeler.py b/tests/test_antenna_intensity_modeler.py index ed712d4..a70d505 100644 --- a/tests/test_antenna_intensity_modeler.py +++ b/tests/test_antenna_intensity_modeler.py @@ -13,59 +13,57 @@ import numpy as np -@pytest.fixture -def response(): - """Sample pytest fixture. - - See more at: http://doc.pytest.org/en/latest/fixture.html - """ - # import requests - # return requests.get('https://github.com/audreyr/cookiecutter-pypackage') - - -def test_content(response): - """Sample pytest test function with the pytest fixture as an argument.""" - # from bs4 import BeautifulSoup - # assert 'GitHub' in BeautifulSoup(response.content).title.string - - def test_command_line_interface(): """Test the CLI.""" runner = CliRunner() result = runner.invoke(cli.main) assert result.exit_code == 0 - assert 'antenna_intensity_modeler.cli.main' in result.output - help_result = runner.invoke(cli.main, ['--help']) + assert "antenna_intensity_modeler.cli.main" in result.output + help_result = runner.invoke(cli.main, ["--help"]) assert help_result.exit_code == 0 - assert '--help Show this message and exit.' in help_result.output - + assert "--help Show this message and exit." in help_result.output -def test_parameters(): - params = parabolic.parameters(2.4, 8400., 400.0, 0.62, 20.0) - np.testing.assert_allclose( - params, - (2.4, 8400., 400.0, 0.62, 20.0, 0.4872, 1290.24, 2.1134, 175.929), - rtol=1e-3 - ) - -def test_near_field_corrections_function(): - params = parabolic.parameters(2.4, 8400., 400.0, 0.62, 20.0) - table = parabolic.near_field_corrections(params, 1.0) - np.testing.assert_allclose( - [table.delta.sum(), table.Pcorr.sum()], - [505, 3715], - rtol=1 - ) +@pytest.fixture +def get_params(): + return parabolic.parameters(2.4, 8400.0, 400.0, 0.62, 20.0) + + +def compare_approximate(first, second): + """Return whether two dicts of arrays are roughly equal""" + if first.keys() != second.keys(): + return False + return all(np.allclose(first[key], second[key], rtol=1e-3) for key in first) + + +def test_parameters(get_params): + params = get_params + fact = { + "radius_meters": 2.4, + "freq_mhz": 8400.0, + "power_watts": 400.0, + "efficiency": 0.62, + "side_lobe_ratio": 20.0, + "H": 0.4872, + "ffmin": 1290.24, + "ffpwrden": 2.1134, + "k": 175.929, + } + # np.testing.assert_allclose(params, fact, rtol=1e-3) + assert compare_approximate(params, fact) + + +def test_near_field_corrections_function(get_params): + params = get_params + xbar = 1.0 + resolution = 1000 + power_norm = parabolic.near_field_corrections(params, xbar, resolution) + np.testing.assert_allclose(sum(power_norm), 3715, rtol=1) def test_hazard_plot_function(): - params = parabolic.parameters(2.4, 8400., 400.0, 0.62, 20.0) - fig, ax = parabolic.hazard_plot(params, 10.0) - lines = ax.lines - x_plot, y_plot = lines[0].get_data() - np.testing.assert_allclose( - y_plot[0:3], - [2.16, 2.16, 2.16], - rtol=1e-5 - ) + params = parabolic.parameters(2.4, 8400.0, 400.0, 0.62, 20.0) + df = parabolic.hazard_plot(params, 10.0) + rng = df.range.values + positives = df.positives.values + np.testing.assert_allclose(rng[0:3], [1.29024, 2.58048, 3.87072], rtol=1e-5) diff --git a/tox.ini b/tox.ini index c5d40a1..7c10ed4 100644 --- a/tox.ini +++ b/tox.ini @@ -1,12 +1,10 @@ [tox] skipsdist = True -envlist = python3.4, python3.5, python3.6, flake8 +envlist = python3.7, flake8 [travis] python = - 3.6: py36 - 3.5: py35 - 3.4: py34 + 3.7: py37 [testenv:flake8] basepython = python