ftj0ddlmZddlmcmZddlZddlm Z m Z m Z m Z m Z mZmZmZddZedddZeddd Zeddd Zdd Zee dd ZdS)wrapsN) _spherical_jn _spherical_yn _spherical_in _spherical_kn_spherical_jn_d_spherical_yn_d_spherical_in_d_spherical_kn_dcfd}|S)NcRfdtdfd }|S)Ncptj|dzdk }|r| n|}|| ||zS)Nr)npwhere)nz derivativesignfun sign_n_evens ]/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/scipy/special/_spherical_bessel.pystandard_reflectionz>use_reflection..decorator..standard_reflectionsK8AEQJ k\BBD&0D55DD3q1"j))D0 0Fctj|}tj|jtjr ||Snt j|jdk||ffdfddS)Nrc||SN)rrrrs rzDuse_reflection..decorator..wrapper.. sAq*0E0Erc||Srr )rrrf2s rr!zDuse_reflection..decorator..wrapper..!s1a0D0Drr )rasarray issubdtypedtypecomplexfloatingxpx apply_wherereal)rrrr#rreflection_funrs `@rwrapperz2use_reflection..decorator..wrappers 1 A}QWb&899 -s1a,,,(6(>$$NB?16Q;A#E#E#E#E#E#D#D#D#D#DFFFHJ JrFr)rr,rr+rs` @r decoratorz!use_reflection..decoratorsl 1 1 1 1 1 1 s J J J J J J J  Jrr )rr+r.s`` ruse_reflectionr/ s* * rFctj|tjd}|rt||St ||S)a{ Spherical Bessel function of the first kind or its derivative. Defined as [1]_, .. math:: j_n(z) = \sqrt{\frac{\pi}{2z}} J_{n + 1/2}(z), where :math:`J_n` is the Bessel function of the first kind. Parameters ---------- n : int, array_like Order of the Bessel function (n >= 0). z : complex or float, array_like Argument of the Bessel function. derivative : bool, optional If True, the value of the derivative (rather than the function itself) is returned. Returns ------- jn : ndarray Notes ----- For real arguments greater than the order, the function is computed using the ascending recurrence [2]_. For small real or complex arguments, the definitional relation to the cylindrical Bessel function of the first kind is used. The derivative is computed using the relations [3]_, .. math:: j_n'(z) = j_{n-1}(z) - \frac{n + 1}{z} j_n(z). j_0'(z) = -j_1(z) .. versionadded:: 0.18.0 References ---------- .. [1] https://dlmf.nist.gov/10.47.E3 .. [2] https://dlmf.nist.gov/10.51.E1 .. [3] https://dlmf.nist.gov/10.51.E2 .. [AS] Milton Abramowitz and Irene A. Stegun, eds. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover, 1972. Examples -------- The spherical Bessel functions of the first kind :math:`j_n` accept both real and complex second argument. They can return a complex type: >>> from scipy.special import spherical_jn >>> spherical_jn(0, 3+5j) (-9.878987731663194-8.021894345786002j) >>> type(spherical_jn(0, 3+5j)) We can verify the relation for the derivative from the Notes for :math:`n=3` in the interval :math:`[1, 2]`: >>> import numpy as np >>> x = np.arange(1.0, 2.0, 0.01) >>> np.allclose(spherical_jn(3, x, True), ... spherical_jn(2, x) - 4/x * spherical_jn(3, x)) True The first few :math:`j_n` with real argument: >>> import matplotlib.pyplot as plt >>> x = np.arange(0.0, 10.0, 0.01) >>> fig, ax = plt.subplots() >>> ax.set_ylim(-0.5, 1.5) >>> ax.set_title(r'Spherical Bessel functions $j_n$') >>> for n in np.arange(0, 4): ... ax.plot(x, spherical_jn(n, x), label=rf'$j_{n}$') >>> plt.legend(loc='best') >>> plt.show() longr&)rr$r&r rrrrs r spherical_jnr4&sKf 1BHV,,---A#q!$$$Q"""rctj|tjd}|rt||St ||S)aG Spherical Bessel function of the second kind or its derivative. Defined as [1]_, .. math:: y_n(z) = \sqrt{\frac{\pi}{2z}} Y_{n + 1/2}(z), where :math:`Y_n` is the Bessel function of the second kind. Parameters ---------- n : int, array_like Order of the Bessel function (n >= 0). z : complex or float, array_like Argument of the Bessel function. derivative : bool, optional If True, the value of the derivative (rather than the function itself) is returned. Returns ------- yn : ndarray Notes ----- For real arguments, the function is computed using the ascending recurrence [2]_. For complex arguments, the definitional relation to the cylindrical Bessel function of the second kind is used. The derivative is computed using the relations [3]_, .. math:: y_n' = y_{n-1} - \frac{n + 1}{z} y_n. y_0' = -y_1 .. versionadded:: 0.18.0 References ---------- .. [1] https://dlmf.nist.gov/10.47.E4 .. [2] https://dlmf.nist.gov/10.51.E1 .. [3] https://dlmf.nist.gov/10.51.E2 .. [AS] Milton Abramowitz and Irene A. Stegun, eds. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover, 1972. Examples -------- The spherical Bessel functions of the second kind :math:`y_n` accept both real and complex second argument. They can return a complex type: >>> from scipy.special import spherical_yn >>> spherical_yn(0, 3+5j) (8.022343088587197-9.880052589376795j) >>> type(spherical_yn(0, 3+5j)) We can verify the relation for the derivative from the Notes for :math:`n=3` in the interval :math:`[1, 2]`: >>> import numpy as np >>> x = np.arange(1.0, 2.0, 0.01) >>> np.allclose(spherical_yn(3, x, True), ... spherical_yn(2, x) - 4/x * spherical_yn(3, x)) True The first few :math:`y_n` with real argument: >>> import matplotlib.pyplot as plt >>> x = np.arange(0.0, 10.0, 0.01) >>> fig, ax = plt.subplots() >>> ax.set_ylim(-2.0, 1.0) >>> ax.set_title(r'Spherical Bessel functions $y_n$') >>> for n in np.arange(0, 4): ... ax.plot(x, spherical_yn(n, x), label=rf'$y_{n}$') >>> plt.legend(loc='best') >>> plt.show() r1r2)rr$r&r rr3s r spherical_ynr7sKd 1BHV,,---A#q!$$$Q"""rctj|tjd}|rt||St ||S)aModified spherical Bessel function of the first kind or its derivative. Defined as [1]_, .. math:: i_n(z) = \sqrt{\frac{\pi}{2z}} I_{n + 1/2}(z), where :math:`I_n` is the modified Bessel function of the first kind. Parameters ---------- n : int, array_like Order of the Bessel function (n >= 0). z : complex or float, array_like Argument of the Bessel function. derivative : bool, optional If True, the value of the derivative (rather than the function itself) is returned. Returns ------- in : ndarray Notes ----- The function is computed using its definitional relation to the modified cylindrical Bessel function of the first kind. The derivative is computed using the relations [2]_, .. math:: i_n' = i_{n-1} - \frac{n + 1}{z} i_n. i_1' = i_0 .. versionadded:: 0.18.0 References ---------- .. [1] https://dlmf.nist.gov/10.47.E7 .. [2] https://dlmf.nist.gov/10.51.E5 .. [AS] Milton Abramowitz and Irene A. Stegun, eds. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover, 1972. Examples -------- The modified spherical Bessel functions of the first kind :math:`i_n` accept both real and complex second argument. They can return a complex type: >>> from scipy.special import spherical_in >>> spherical_in(0, 3+5j) (-1.1689867793369182-1.2697305267234222j) >>> type(spherical_in(0, 3+5j)) We can verify the relation for the derivative from the Notes for :math:`n=3` in the interval :math:`[1, 2]`: >>> import numpy as np >>> x = np.arange(1.0, 2.0, 0.01) >>> np.allclose(spherical_in(3, x, True), ... spherical_in(2, x) - 4/x * spherical_in(3, x)) True The first few :math:`i_n` with real argument: >>> import matplotlib.pyplot as plt >>> x = np.arange(0.0, 6.0, 0.01) >>> fig, ax = plt.subplots() >>> ax.set_ylim(-0.5, 5.0) >>> ax.set_title(r'Modified spherical Bessel functions $i_n$') >>> for n in np.arange(0, 4): ... ax.plot(x, spherical_in(n, x), label=rf'$i_{n}$') >>> plt.legend(loc='best') >>> plt.show() r1r2)rr$r&r rr3s r spherical_inr9Kb 1BHV,,---A#q!$$$Q"""rc6t||dz|jS)Ny)r) spherical_knr*r3s rspherical_kn_reflectionr=1s  1r6j 9 9 9 >>r)r+ctj|tjd}|rt||St ||S)aModified spherical Bessel function of the second kind or its derivative. Defined as [1]_, .. math:: k_n(z) = \sqrt{\frac{\pi}{2z}} K_{n + 1/2}(z), where :math:`K_n` is the modified Bessel function of the second kind. Parameters ---------- n : int, array_like Order of the Bessel function (n >= 0). z : complex or float, array_like Argument of the Bessel function. derivative : bool, optional If True, the value of the derivative (rather than the function itself) is returned. Returns ------- kn : ndarray Notes ----- The function is computed using its definitional relation to the modified cylindrical Bessel function of the second kind. The derivative is computed using the relations [2]_, .. math:: k_n' = -k_{n-1} - \frac{n + 1}{z} k_n. k_0' = -k_1 .. versionadded:: 0.18.0 References ---------- .. [1] https://dlmf.nist.gov/10.47.E9 .. [2] https://dlmf.nist.gov/10.51.E5 .. [AS] Milton Abramowitz and Irene A. Stegun, eds. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. New York: Dover, 1972. Examples -------- The modified spherical Bessel functions of the second kind :math:`k_n` accept both real and complex second argument. They can return a complex type: >>> from scipy.special import spherical_kn >>> spherical_kn(0, 3+5j) (0.012985785614001561+0.003354691603137546j) >>> type(spherical_kn(0, 3+5j)) We can verify the relation for the derivative from the Notes for :math:`n=3` in the interval :math:`[1, 2]`: >>> import numpy as np >>> x = np.arange(1.0, 2.0, 0.01) >>> np.allclose(spherical_kn(3, x, True), ... - 4/x * spherical_kn(3, x) - spherical_kn(2, x)) True The first few :math:`k_n` with real argument: >>> import matplotlib.pyplot as plt >>> x = np.arange(0.0, 4.0, 0.01) >>> fig, ax = plt.subplots() >>> ax.set_ylim(0.0, 5.0) >>> ax.set_title(r'Modified spherical Bessel functions $k_n$') >>> for n in np.arange(0, 4): ... ax.plot(x, spherical_kn(n, x), label=rf'$k_{n}$') >>> plt.legend(loc='best') >>> plt.show() r1r2)rr$r&r r r3s rr<r<8r:r)NNr-) functoolsrscipy._lib.array_api_extra_libarray_api_extrar(numpyr_ufuncsrrrr r r r r r/r4r7r9r=r<r rrrEs(((((((((88888888888888888888 :V#V#V#V#rU#U#U#U#pT#T#T#T#n????6777T#T#T#87T#T#T#r