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+ + + + + + + + \ No newline at end of file diff --git a/version/0.1/_downloads/2d219a14505e2e81d84cf58d7b9ffc8c/ansys-math_vs_scipy.ipynb b/version/0.1/_downloads/2d219a14505e2e81d84cf58d7b9ffc8c/ansys-math_vs_scipy.ipynb new file mode 100644 index 00000000..7a98f508 --- /dev/null +++ b/version/0.1/_downloads/2d219a14505e2e81d84cf58d7b9ffc8c/ansys-math_vs_scipy.ipynb @@ -0,0 +1,320 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute Eigenvalues using PyAnsys Math and SciPy {#ref_ansys_math_vs_scipy}\n================================================\n\nThis example shows how to perform these tasks:\n\n- Extract the stiffness and mass matrices from an MAPDL model.\n- Use PyAnsys Math to compute the first eigenvalues.\n- Get these matrices using SciPy to obtain the same solutions using\n Python resources.\n- See if PyAnsys Math is more accurate and faster than SciPy.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform required imports and start PyAnsys Math\n===============================================\n\nPerform required imports.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import math\nimport time\n\nfrom ansys.mapdl.core import examples\nimport matplotlib.pylab as plt\nimport numpy as np\nimport scipy\nfrom scipy.sparse.linalg import eigsh\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a service.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load the input file\n===================\n\nLoad the input file using MAPDL.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(mm._mapdl.input(examples.examples.wing_model))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot and mesh\n=============\n\nPlot and mesh using the `eplot` method.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.eplot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Set up modal analysis\n=====================\n\nSet up a modal analysis and form the $K$ and $M$ matrices. MAPDL stores\nthese matrices in a `.FULL` file.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(mm._mapdl.slashsolu())\nprint(mm._mapdl.antype(antype=\"MODAL\"))\nprint(mm._mapdl.modopt(method=\"LANB\", nmode=\"10\", freqb=\"1.\"))\nprint(mm._mapdl.wrfull(ldstep=\"1\"))\n\n# store the output of the solve command\noutput = mm._mapdl.solve()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Read sparse matrices\n====================\n\nRead the sparse matrices using PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.finish()\nmm.free()\nk = mm.stiff(fname=\"file.full\")\nM = mm.mass(fname=\"file.full\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Solve eigenproblem\n==================\n\nSolve the eigenproblme using PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "nev = 10\nA = mm.mat(k.nrow, nev)\n\nt1 = time.time()\nev = mm.eigs(nev, k, M, phi=A, fmin=1.0)\nt2 = time.time()\npymath_elapsed_time = t2 - t1\nprint(\"\\nElapsed time to solve this problem : \", pymath_elapsed_time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print eigenfrequencies and accuracy\n===================================\n\nPrint the eigenfrequencies and the accuracy.\n\nAccuracy : $\\frac{||(K-\\lambda.M).\\phi||_2}{||K.\\phi||_2}$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pymath_acc = np.empty(nev)\n\nfor i in range(nev):\n f = ev[i] # Eigenfrequency (Hz)\n omega = 2 * np.pi * f # omega = 2.pi.Frequency\n lam = omega**2 # lambda = omega^2\n\n phi = A[i] # i-th eigenshape\n kphi = k.dot(phi) # K.Phi\n mphi = M.dot(phi) # M.Phi\n\n kphi_nrm = kphi.norm() # Normalization scalar value\n\n mphi *= lam # (K-\\lambda.M).Phi\n kphi -= mphi\n\n pymath_acc[i] = kphi.norm() / kphi_nrm # compute the residual\n print(f\"[{i}] : Freq = {f:8.2f} Hz\\t Residual = {pymath_acc[i]:.5}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use SciPy to solve the same eigenproblem\n========================================\n\nGet the MAPDL sparse matrices into Python memory as SciPy matrices.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pk = k.asarray()\npm = M.asarray()\n\n# get_ipython().run_line_magic('matplotlib', 'inline')\n\nfig, (ax1, ax2) = plt.subplots(1, 2)\nfig.suptitle(\"K and M Matrix profiles\")\nax1.spy(pk, markersize=0.01)\nax1.set_title(\"K Matrix\")\nax2.spy(pm, markersize=0.01)\nax2.set_title(\"M Matrix\")\nplt.show(block=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the sparse matrices for SciPy unsymmetric because symmetric\nmatrices in SciPy are memory inefficient.\n\n$K = K + K^T - diag(K)$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pkd = scipy.sparse.diags(pk.diagonal())\npK = pk + pk.transpose() - pkd\npmd = scipy.sparse.diags(pm.diagonal())\npm = pm + pm.transpose() - pmd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the matrices.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fig, (ax1, ax2) = plt.subplots(1, 2)\nfig.suptitle(\"K and M Matrix profiles\")\nax1.spy(pk, markersize=0.01)\nax1.set_title(\"K Matrix\")\nax2.spy(pm, markersize=0.01)\nax2.set_title(\"M Matrix\")\nplt.show(block=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Solve the eigenproblem.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "t3 = time.time()\nvals, vecs = eigsh(A=pK, M=pm, k=10, sigma=1, which=\"LA\")\nt4 = time.time()\nscipy_elapsed_time = t4 - t3\nprint(\"\\nElapsed time to solve this problem : \", scipy_elapsed_time)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Convert lambda values to frequency values:\n$freq = \\frac{\\sqrt(\\lambda)}{2.\\pi}$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "freqs = np.sqrt(vals) / (2 * math.pi)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute the residual error for SciPy.\n\n$Err=\\frac{||(K-\\lambda.M).\\phi||_2}{||K.\\phi||_2}$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "scipy_acc = np.zeros(nev)\n\nfor i in range(nev):\n lam = vals[i] # i-th eigenvalue\n phi = vecs.T[i] # i-th eigenshape\n\n kphi = pk * phi.T # K.Phi\n mphi = pm * phi.T # M.Phi\n\n kphi_nrm = np.linalg.norm(kphi, 2) # Normalization scalar value\n\n mphi *= lam # (K-\\lambda.M).Phi\n kphi -= mphi\n\n scipy_acc[i] = 1 - np.linalg.norm(kphi, 2) / kphi_nrm # compute the residual\n print(f\"[{i}] : Freq = {freqs[i]:8.2f} Hz\\t Residual = {scipy_acc[i]:.5}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "See if PyAnsys Math is more accurate than SciPy\n===============================================\n\nPlot residual error to see if PyAnsys Math is more accurate than SciPy.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fig = plt.figure(figsize=(12, 10))\nax = plt.axes()\nx = np.linspace(1, 10, 10)\nplt.title(\"Residual Error\")\nplt.yscale(\"log\")\nplt.xlabel(\"Mode\")\nplt.ylabel(\"% Error\")\nax.bar(x, scipy_acc, label=\"SciPy Results\")\nax.bar(x, pymath_acc, label=\"PyAnsys Math Results\")\nplt.legend(loc=\"lower right\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "See if PyAnsys Math is faster than SciPy\n========================================\n\nPlot elapsed time to see if PyAnsys Math is more accurate than SciPy.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ratio = scipy_elapsed_time / pymath_elapsed_time\nprint(f\"PyAnsys Math is {ratio:.3} times faster.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/36fa993f057c54d03cfad3a2a5fe31c2/scipy_sparse_matrix.py b/version/0.1/_downloads/36fa993f057c54d03cfad3a2a5fe31c2/scipy_sparse_matrix.py new file mode 100644 index 00000000..df7f0d7e --- /dev/null +++ b/version/0.1/_downloads/36fa993f057c54d03cfad3a2a5fe31c2/scipy_sparse_matrix.py @@ -0,0 +1,116 @@ +""" +AnsMath sparse matrices and SciPy sparse matrices +------------------------------------------------- + +This example shows how to get AnsMath sparse matrices into SciPy +sparse matrices. + +""" +############################################################################### +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +from ansys.mapdl.core.examples import vmfiles +import matplotlib.pylab as plt + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a service. +mm = pymath.AnsMath() + +################################################################################ +# Get matrices +# ~~~~~~~~~~~~ +# Run the input file from Verification Manual 153 and then +# get the stiff (``k``) matrix from the FULL file. + +out = mm._mapdl.input(vmfiles["vm153"]) +fullfile = mm._mapdl.jobname + ".full" +k = mm.stiff(fname=fullfile) + +################################################################################ +# Copy AnsMath sparse matrix to SciPy CSR matrix and plot +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Copy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the +# graph of the sparse matrix. + +pk = k.asarray() +plt.spy(pk, color="orange", markersize=3) +plt.title("AnsMath sparse matrix") +plt.show() + + +################################################################################ +# Access vectors +# ~~~~~~~~~~~~~~ +# You can access the three vectors that describe this sparse matrix with: +# +# - ``pk.data`` +# - ``pk.indices`` +# - ``pk.indptr`` +# +# For more information, see SciPy's class description for the +# `CSR (compressed sparse row) matrix +# `_. + +print(pk.data[:10]) +print(pk.indices[:10]) +print(pk.indptr[:10]) + + +################################################################################ +# Create AnsMath sparse matrix from SciPy sparse CSR matrix +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Create an AnsMath sparse matrix from a SciPy sparse CSR matrix. +# Then, transfer the SciPy CSR matrix back to PyAnsys Math. +# +# While this code uses a matrix that was originally within MAPDL, you can +# load any CSR matrix into PyAnsys Math. + +my_mat = mm.matrix(pk, "my_mat", triu=True) +my_mat + +################################################################################ +# Check that the matrices ``k`` and ``my_mat`` are exactly the sames. The +# norm of the difference should be zero. + +msub = k - my_mat +mm.norm(msub) + + +################################################################################ +# Print CSR representation in PyAnsys Math +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# Printing the list of objects for the CSR representation in the PyAnsys Math +# space finds these objects: +# +# - Two SMAT objects, corresponding to the ``k``, ``MSub`` matrices, +# with encrypted names. +# - The ``my_mat`` SMAT object. Its size is zero because the three +# vectors are stored separately. +# - The three vectors of the CSR ``my_mat`` structure: ``MY_MAT_PTR``, +# ``MY_MAT_IND``, and ``MY_MAT_DATA``. + +mm.status() + + +################################################################################ +# Access ID of Python object +# ~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# To determine which PyAnsys Math object corresponds to which Python object, +# access the ``id`` property of the Python object. + +print("name(k)=" + k.id) +print("name(my_mat)=" + my_mat.id) +print("name(msub)=" + msub.id) + + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/4a4819221c74fad10605de11a3cb4f2a/use_numpy_arrays.py b/version/0.1/_downloads/4a4819221c74fad10605de11a3cb4f2a/use_numpy_arrays.py new file mode 100644 index 00000000..74b1ee07 --- /dev/null +++ b/version/0.1/_downloads/4a4819221c74fad10605de11a3cb4f2a/use_numpy_arrays.py @@ -0,0 +1,124 @@ +""" +Manipulate AnsMath vectors or dense matrices as NumPy arrays +------------------------------------------------------------ +This example demonstrates how to use NumPy arrays to exchange data between PyAnsys Math +and Python. + +.. note:: + This example requires Ansys 2021 R2 or later. + +""" +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +import matplotlib.pyplot as plt +import numpy as np + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a server. +mm = pymath.AnsMath() + + +############################################################################### +# Convert AnsMath vector into NumPy array +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Allocate an AnsMath vector with 10 doubles. + +apdl_vec = mm.ones(10) +print(apdl_vec) + +############################################################################### +# Create a NumPy array from this AnsMath vector. +# +# Note that these are two separate objects. Memory is +# duplicated. Modifying one object does not modify its clone. + +pv = apdl_vec.asarray() +print(pv) + + +############################################################################### +# You can manipulate this NumPy array with all existing NumPy +# features. + +pv = (pv + 1) ** 2 +print(pv) + + +############################################################################### +# Alternatively, the AnsMath object can be operated on directly with +# using NumPy methods. + +print(np.max(apdl_vec)) +print(np.linalg.norm(apdl_vec)) + +############################################################################### +# Note that some methods have APDL corollaries, and these methods are +# more efficient if performed within PyAnsys Math. +# +# For example, the norm method can be performed within PyAnsys Math. +print(apdl_vec.norm(), np.linalg.norm(apdl_vec)) + +############################################################################### +# Copy NumPy array to an AnsMath vector +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# You can push back any NumPy vector or 2D array to PyAnsys Math. This +# creates a new AnsMath vector, which in this case is named ``"NewVec:``. + +mm.set_vec(pv, "NewVec") +print(mm.status()) + +############################################################################### +# Create a Python handle to this vector +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Create a Python handle to this vector by specifying its name. + +v2 = mm.vec(name="NewVec") +print(v2) + +############################################################################### +# Apply same features to dense arrays +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# You can apply the same features to dense APDL matrices and NumPy arrays. +# +# Allocate an AnsMath dense matrix. +apdl_mat = mm.rand(3, 3) +plt.imshow(apdl_mat, cmap="YlOrBr") +plt.colorbar() +plt.title("AnsMath dense matrix") +plt.show() + +############################################################################### +# Convert the AnsMatch dense matrix to a NumPy array. + +np_arr = apdl_mat.asarray() + +assert np.allclose(apdl_mat, np_arr) +print(apdl_mat) +print(np_arr) + +############################################################################### +# Use the ``matrix`` method to load the NumPy array to APDL. + +np_rand = np.random.random((4, 4)) +ans_mat = mm.matrix(np_rand) + +# Print the autogenerated name of this matrix. + +print(ans_mat.id) + + +############################################################################### +# Load this matrix from APDL and verify it is identical. +from_ans = ans_mat.asarray() +print(np.allclose(from_ans, np_rand)) + + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/569de3e8608c800f29ed64e48c222fef/solve_dense_matrix.py b/version/0.1/_downloads/569de3e8608c800f29ed64e48c222fef/solve_dense_matrix.py new file mode 100644 index 00000000..30cac1d1 --- /dev/null +++ b/version/0.1/_downloads/569de3e8608c800f29ed64e48c222fef/solve_dense_matrix.py @@ -0,0 +1,104 @@ +""" +Use PyAnsys Math to solve a dense matrix linear system +------------------------------------------------------ +This example shows how to use PyAnsys Math to solve a dense matrix linear system. + +""" +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +import time + +import matplotlib.pyplot as plt +import numpy.linalg as npl + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a server. +mm = pymath.AnsMath() + +############################################################################### +# Allocate dense matrix +# ~~~~~~~~~~~~~~~~~~~~~ +# Allocate a dense matrix in the MAPDL workspace. + +mm._mapdl.clear() +dim = 1000 +a = mm.rand(dim, dim) +b = mm.rand(dim) +x = mm.zeros(dim) + +############################################################################### +# Copy matrices as NumPy arrays +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Copy the matrices as NumPy arrays before they are modified by +# a factorization call. +# +a_py = a.asarray() +b_py = b.asarray() + +############################################################################### +# Solve using PyAnsys Math +# ~~~~~~~~~~~~~~~~~~~~~~~~ +# Solve the dense matrix linear system using PyAnsys Math. +# +print(f"Solving a ({dim} x {dim}) dense linear system using PyAnsys Math...") + +t1 = time.time() +s = mm.factorize(a) +x = s.solve(b, x) +t2 = time.time() +pymath_time = t2 - t1 +print(f"Elapsed time to solve the linear system using PyAnsys Math: {pymath_time} seconds") + +############################################################################### +# Get norm of solution +# ~~~~~~~~~~~~~~~~~~~~ +# Get the norm of the PyAnsys Math solution. +mm.norm(x) + + +############################################################################### +# Solve using NumPy +# ~~~~~~~~~~~~~~~~~ +# Solve the dense matrix linear system using NumPy. +# +print(f"Solving a ({dim} x {dim}) dense linear system using NumPy...") + +t1 = time.time() +x_py = npl.solve(a_py, b_py) +t2 = time.time() +numpy_time = t2 - t1 +print(f"Elapsed time to solve the linear system using NumPy: {numpy_time} seconds") + +############################################################################### +# Plot elapsed times +# ~~~~~~~~~~~~~~~~~~~ +# Plot the elapsed times for PyAnsys Math and Numpy to solve the dense +# matrix linear system. +# +max_time = max(pymath_time, numpy_time) +fig = plt.figure(figsize=(12, 10)) +ax = plt.axes() +x = ["PyAnsys Math", "NumPy"] +y = [pymath_time, numpy_time] +plt.title("Elapsed time to solve the linear system") +plt.ylim([0, max_time + 0.2 * max_time]) +plt.ylabel("Elapsed time (s)") +ax.bar(x, y, color="orange") +plt.show() + +############################################################################### +# Get norm of solution +# ~~~~~~~~~~~~~~~~~~~~ +# Get the norm of the NumPy solution. + +npl.norm(x_py) + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/6f5825351081912aeedcf7fb67833fc7/eigen_solve.py b/version/0.1/_downloads/6f5825351081912aeedcf7fb67833fc7/eigen_solve.py new file mode 100644 index 00000000..5ff38bda --- /dev/null +++ b/version/0.1/_downloads/6f5825351081912aeedcf7fb67833fc7/eigen_solve.py @@ -0,0 +1,196 @@ +""" +.. _ref_pymath_eigen_solve: + +Use PyAnsys Math to solve eigenproblems +--------------------------------------- + +This example uses a verification manual input file, but you can use +your own sparse or dense matrices. + +""" +############################################################################### +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +import time + +from ansys.mapdl.core.examples import vmfiles +import matplotlib.pylab as plt +import numpy as np + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a service. +mm = pymath.AnsMath() + +############################################################################### +# Get matrices +# ~~~~~~~~~~~~ +# Run the input file from Verification Manual 153 and then +# get the stiff (``k``) and mass (``m``) matrices from the FULL file. + +out = mm._mapdl.input(vmfiles["vm153"]) +fullfile = mm._mapdl.jobname + ".full" +k = mm.stiff(fname=fullfile) +m = mm.mass(fname=fullfile) + + +############################################################################### +# Display size of the matrices +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Display size of the ``k`` and ``m`` matrices. + +print(m.shape) +print(k.shape) + +############################################################################### +# Allocate an array to store eigenshapes +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Allocate an array to store the eigenshapes, where ``nev``` is the number +# of eigenvalues requested, +# +nev = 10 +a = mm.mat(k.nrow, nev) +a + +############################################################################### +# Perform modal analysis +# ~~~~~~~~~~~~~~~~~~~~~~ +# Perform the modal analysis. +# +# The algorithm is automatically chosen with respect to the properties +# of the matrices (such as scalar, storage, or symmetry). +# +print("Calling PyAnsys Math to solve the eigenproblem...") + +t1 = time.time() +ev = mm.eigs(nev, k, m, phi=a) +print(f"Elapsed time to solve this problem: {time.time() - t1}") + + +############################################################################### +# Print eigenfrequencies +# ~~~~~~~~~~~~~~~~~~~~~~ +# Print the vector of eigenfrequencies. + +print(ev) + +############################################################################### +# Verify the accuracy of eigenresults +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Check the residual error for the first eigenresult: +# :math:`R_1=||(K-\lambda_1.M).\phi_1||_2` +# +# First, compute :math:`\lambda_1 = \omega_1^2 = (2.\pi.f_1)^2` + +# Eigenfrequency (Hz) +i = 0 +f = ev[0] +omega = 2 * np.pi * f +lam = omega * omega + + +############################################################################### +# Then get the first eigenshape :math:`\phi_1` and compute both +# :math:`K.\phi_1` and :math:`M.\phi_1`. + +# shape +phi = a[0] + +# APDL command: *MULT,K,,Phi,,KPhi +kphi = k.dot(phi) + +# APDL command: *MULT,M,,Phi,,MPhi +mphi = m.dot(phi) + + +###################################################################### +# Next, compute the :math:`||K.\phi_1||_2` quantity and normalize the +# residual value. + +# APDL command: *MULT,K,,Phi,,KPhi +kphi = k.dot(phi) + + +# APDL command: *NRM,KPhi,NRM2,KPhiNrm +kphinrm = kphi.norm() + + +############################################################################### +# Add these two vectors, using the :math:`\lambda_1` scalar +# factor, and compute the normalized residual value: +# :math:`\frac{R_1}{||K.\phi_1||_2}` + +# APDL command: *AXPY,-lambda,,MPhi,1,,KPhi +mphi *= lam +kphi -= mphi + +# Compute residual +res = kphi.norm() / kphinrm +print(res) + +############################################################################### +# Compute this residual for all eigenmodes + + +def get_res(i): + """Compute the residual for a given eigenmode.""" + # Eigenfrequency (Hz) + f = ev[i] + + # omega = 2.pi.Frequency + omega = 2 * np.pi * f + + # lambda = omega^2 + lam = omega * omega + + # i-th eigenshape + phi = a[i] + + # K.Phi + kphi = k.dot(phi) + + # M.Phi + mphi = m.dot(phi) + + # Normalize scalar value + kphinrm = kphi.norm() + + # (K-\lambda.M).Phi + mphi *= lam + kphi -= mphi + + # Return the residual + return kphi.norm() / kphinrm + + +pymath_acc = np.zeros(nev) + +for i in range(nev): + f = ev[i] + pymath_acc[i] = get_res(i) + print(f"[{i}] : Freq = {f}\t - Residual = {pymath_acc[i]}") + +############################################################################### +# Plot accuracy of eigenresults +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Plot tahe accuracy of the eigenresults. + +fig = plt.figure(figsize=(12, 10)) +ax = plt.axes() +x = np.linspace(1, nev, nev) +plt.title("PyAnsys Math Residual Error (%)") +plt.yscale("log") +plt.ylim([10e-13, 10e-7]) +plt.xlabel("Frequency #") +plt.ylabel("Errors (%)") +ax.bar(x, pymath_acc, label="PyAnsys Math Results", color="orange") +plt.show() + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/75a51d96a38f3f263bb28e946f05748f/solve_sparse_matrix.ipynb b/version/0.1/_downloads/75a51d96a38f3f263bb28e946f05748f/solve_sparse_matrix.ipynb new file mode 100644 index 00000000..116472ec --- /dev/null +++ b/version/0.1/_downloads/75a51d96a38f3f263bb28e946f05748f/solve_sparse_matrix.ipynb @@ -0,0 +1,295 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform sparse factorization and solve operations\n=================================================\n\nUsing PyAnsys Math, you can solve linear systems of equations based on\nsparse or dense matrices.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Perform required imports and start PyAnsys\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n# Perform required imports.\n\nfrom ansys.mapdl.core.examples import vmfiles\nimport matplotlib.pyplot as plt\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a server.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Factorize and solve sparse linear systems\n=========================================\n\nRun a MAPDL solve to create a Full file. This code uses a model from the\nofficial verification manual.\n\nAfter a solve command, the `FULL` file contains the assembled stiffness\nmatrix, mass matrix, and load vector.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "out = mm._mapdl.input(vmfiles[\"vm152\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "List files in current directory\n===============================\n\nList the files in current directory.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.list_files()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Extract stiffness matrix\n========================\n\nExtract the stiffness matrix from the FULL file in a sparse matrix\nformat. For help on the `stiff` function, use the `help(mm.stiff)`\ncommand.\n\nPrint dimensions of sparse matrix\n=================================\n\nPrint the dimensions of the sparse matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fullfile = mm._mapdl.jobname + \".full\"\nk = mm.stiff(fname=fullfile, name=\"K\")\nk" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copy AnsMath sparse matrix to SciPy CSR matrix and plot\n=======================================================\n\nCopy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the\ngraph of the sparse matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pk = k.asarray()\nplt.spy(pk, color=\"orange\", markersize=3)\nplt.title(\"AnsMath sparse matrix\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get a copy of sparse matrix as a NumPy array\n============================================\n\nGet a copy of the `k` sparse matrix as a NumPy array\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "ky = k.asarray()\nky" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Extract load vector from FULL file and print norm\n=================================================\n\nExtract the load vector from the FULL file and print the norm of this\nvector.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "b = mm.rhs(fname=fullfile, name=\"B\")\nb.norm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get a copy of load vector as a NumPy array\n==========================================\n\nGet a copy of the load vector as a NumPy array.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "by = b.asarray()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Factorize stiffness matrix\n==========================\n\nFactorize the stiffness matrix using PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "s = mm.factorize(k)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Solve linear system\n===================\n\nSolve the linear system.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "x = s.solve(b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print norm\\*\\* of solution vector\n=================================\n\nPrint the norm of the solution vector.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "x.norm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check accuracy of solution\n==========================\n\nCheck the accuracy of the solution by verifying that $KX - B = 0$.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "kx = k.dot(x)\nkx -= b\nprint(\"Residual error:\", kx.norm() / b.norm())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get a summary of allocated objects\n==================================\n\nGet a summary of all allocated AnsMath objects.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm.status()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Delete all AnsMath objects\n==========================\n\nDelete all AnsMath objects.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm.free()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/7e1271ae3b518d63cb08970200c0a066/basic_operations.py b/version/0.1/_downloads/7e1271ae3b518d63cb08970200c0a066/basic_operations.py new file mode 100644 index 00000000..cd0879d7 --- /dev/null +++ b/version/0.1/_downloads/7e1271ae3b518d63cb08970200c0a066/basic_operations.py @@ -0,0 +1,216 @@ +""" +.. _ref_pyansys-math_basic: + +PyAnsys Math basic operations +----------------------------- + +This tutorial shows how you can use PyAnsys Math for basic +operations on AnsMath vectors and matrices in the APDL memory +workspace. + +""" +############################################################################### +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +import matplotlib.pyplot as plt +import numpy as np + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a service. +mm = pymath.AnsMath() + +############################################################################### +# Create and manipulate vectors +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Create two AnsMath vectors of size 5. The :math:`\vec{v}` method is initialized with +# ones, and the :math:`\vec{w}` is filled with random values. +# + +v = mm.ones(2) +w = mm.rand(2) +print(v) +print(w) + +############################################################################### +# Plot vectors +# ~~~~~~~~~~~~ +# Plot the created vectors. + +origin = np.array([[0, 0], [0, 0]]) +plt.title("Vectors V and W") +plt.quiver(*origin, v, w, angles="xy", scale_units="xy", scale=1, color=["orange", "gray"]) +plt.xlim(-1.5, 1.5) +plt.ylim(-1.5, 1.5) +plt.show() + + +############################################################################### +# Use operators on vectors +# ~~~~~~~~~~~~~~~~~~~~~~~~ +# Like NumPy vectors, AnsMath vectors can use most of the +# standard operators, such as ``+``, ``-``, ``+=``, ``-=``, +# and ``*=``. +# +# Here this form is used: :math:`\vec{z}=\vec{v}+\vec{w}` +# +# Compute :math:`\|z\|_2`. (The default norm is nrm2. Note that you +# can use ``.norm('nrm1')`` or ``.norm('nrminf')`` for different normals. +# For more information, see `help(z.norm)`. +# + +z = v + w +z.norm() + + +############################################################################### +# Methods +# ~~~~~~~ +# Alternatively you can use methods, following the NumPy +# standards. Available methods are: +# +# - ``mm.add()`` +# - ``mm.subtract()`` +# - ``mm.dot()`` +# +# Equivalent operator for addition: +# ``z = v + w`` + +z = mm.add(v, w) +z.norm() + +############################################################################### +# Equivalent operator for subtraction: +# ``z = v - w`` + +z = mm.subtract(v, w) +print(z) + +############################################################################### +# Equivalent dot operation for the product of two vectors: +# + +vw = mm.dot(v, w) +print("Dot product :", str(vw)) + + +############################################################################### +# Perform in-place operations (without copying vectors) +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# +# Perform in-place addition. + +v += v +print(v) + + +############################################################################### +# Perform in-place multiplication. + +v *= 2 +print(v) + +############################################################################### +# Perform another in-place multiplication. + +v /= 2.0 +print(v) + + +############################################################################### +# Working with dense matrices +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Allocate two dense matrices with random values. + +m1 = mm.rand(4, 5) +m2 = mm.ones(4, 5) +m1, m2 + +############################################################################### +# Add these 2 dense matrices and then scale the result matrix. + +m3 = m1 + m2 +print(m3) + +m3 *= 2 +print(m3) + +############################################################################### +# Transpose a matrix. + +m4 = m3.T +print(m4) + + +############################################################################### +# As for vectors, methods are available as an alternative to operators. + +m3 = mm.add(m1, m2) +print(m3) + + +############################################################################### +# Compute a matrix vector multiplication. + +mw = m3.dot(m4) +print(mw) + +############################################################################### +# AnsMath matrices can be identified by printing, viewing their types, or +# using the ``__repr__`` method by simply typing out the variable. +# +# Here is an example with an AnsMath matrix. +# + +type(m1) +print(m1) +m1 + +############################################################################### +# Here is an example with an AnsMath vector. +# + +type(w) +print(w) +w + +############################################################################### +# Use NumPy methods on AnsMath objects +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Regardless of the underlying AnsMath object type, you are generally +# able to perform most NumPy or SciPy operations on these arrays. You +# can do this in one of two ways. +# +# You can convert a matrix to a NumPy array. + +apdl_mat = mm.rand(5, 5) +np_mat = apdl_mat.asarray() +print(np_mat) + + +############################################################################### +# Alternatively, you can use NumPy to compute the maximum of the array. +# +# This works because PyAnsys Math copies over the matrix to the local +# Python memory and then computes the maximum using NumPy. + +print(np.max(apdl_mat)) + + +############################################################################### +# While this works for most NumPy operations, keep in mind that +# operations supported within PyAnsys Math (such as adding or +# multiplying arrays) compute much faster because the data is not copied. + +apdl_arr = mm.rand(5, 5) +np_array = apdl_mat.asarray() +print(np.allclose(apdl_mat, np_array)) + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/968761c8701c770d92d5f844be0bb91d/basic_operations.ipynb b/version/0.1/_downloads/968761c8701c770d92d5f844be0bb91d/basic_operations.ipynb new file mode 100644 index 00000000..4499f3f1 --- /dev/null +++ b/version/0.1/_downloads/968761c8701c770d92d5f844be0bb91d/basic_operations.ipynb @@ -0,0 +1,410 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "PyAnsys Math basic operations {#ref_pyansys-math_basic}\n=============================\n\nThis tutorial shows how you can use PyAnsys Math for basic operations on\nAnsMath vectors and matrices in the APDL memory workspace.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform required imports and start PyAnsys\n==========================================\n\nPerform required imports.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\nimport numpy as np\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a service.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create and manipulate vectors\n=============================\n\nCreate two AnsMath vectors of size 5. The $\\vec{v}$ method is\ninitialized with ones, and the $\\vec{w}$ is filled with random values.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "v = mm.ones(2)\nw = mm.rand(2)\nprint(v)\nprint(w)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot vectors\n============\n\nPlot the created vectors.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "origin = np.array([[0, 0], [0, 0]])\nplt.title(\"Vectors V and W\")\nplt.quiver(*origin, v, w, angles=\"xy\", scale_units=\"xy\", scale=1, color=[\"orange\", \"gray\"])\nplt.xlim(-1.5, 1.5)\nplt.ylim(-1.5, 1.5)\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use operators on vectors\n========================\n\nLike NumPy vectors, AnsMath vectors can use most of the standard\noperators, such as `+`, `-`, `+=`, `-=`, and `*=`.\n\nHere this form is used: $\\vec{z}=\\vec{v}+\\vec{w}$\n\nCompute $\\|z\\|_2$. (The default norm is nrm2. Note that you can use\n`.norm('nrm1')` or `.norm('nrminf')` for different normals. For more\ninformation, see [help(z.norm)]{.title-ref}.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "z = v + w\nz.norm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Methods\n=======\n\nAlternatively you can use methods, following the NumPy standards.\nAvailable methods are:\n\n- `mm.add()`\n- `mm.subtract()`\n- `mm.dot()`\n\nEquivalent operator for addition: `z = v + w`\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "z = mm.add(v, w)\nz.norm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Equivalent operator for subtraction: `z = v - w`\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "z = mm.subtract(v, w)\nprint(z)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Equivalent dot operation for the product of two vectors:\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "vw = mm.dot(v, w)\nprint(\"Dot product :\", str(vw))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform in-place operations (without copying vectors)\n=====================================================\n\nPerform in-place addition.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "v += v\nprint(v)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform in-place multiplication.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "v *= 2\nprint(v)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform another in-place multiplication.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "v /= 2.0\nprint(v)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Working with dense matrices\n===========================\n\nAllocate two dense matrices with random values.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "m1 = mm.rand(4, 5)\nm2 = mm.ones(4, 5)\nm1, m2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add these 2 dense matrices and then scale the result matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "m3 = m1 + m2\nprint(m3)\n\nm3 *= 2\nprint(m3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Transpose a matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "m4 = m3.T\nprint(m4)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As for vectors, methods are available as an alternative to operators.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "m3 = mm.add(m1, m2)\nprint(m3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute a matrix vector multiplication.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mw = m3.dot(m4)\nprint(mw)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "AnsMath matrices can be identified by printing, viewing their types, or\nusing the `__repr__` method by simply typing out the variable.\n\nHere is an example with an AnsMath matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "type(m1)\nprint(m1)\nm1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here is an example with an AnsMath vector.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "type(w)\nprint(w)\nw" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use NumPy methods on AnsMath objects\n====================================\n\nRegardless of the underlying AnsMath object type, you are generally able\nto perform most NumPy or SciPy operations on these arrays. You can do\nthis in one of two ways.\n\nYou can convert a matrix to a NumPy array.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "apdl_mat = mm.rand(5, 5)\nnp_mat = apdl_mat.asarray()\nprint(np_mat)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Alternatively, you can use NumPy to compute the maximum of the array.\n\nThis works because PyAnsys Math copies over the matrix to the local\nPython memory and then computes the maximum using NumPy.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(np.max(apdl_mat))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "While this works for most NumPy operations, keep in mind that operations\nsupported within PyAnsys Math (such as adding or multiplying arrays)\ncompute much faster because the data is not copied.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "apdl_arr = mm.rand(5, 5)\nnp_array = apdl_mat.asarray()\nprint(np.allclose(apdl_mat, np_array))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/9bc0ccbceab3a6290928ca4786328a19/solve_dense_matrix.ipynb b/version/0.1/_downloads/9bc0ccbceab3a6290928ca4786328a19/solve_dense_matrix.ipynb new file mode 100644 index 00000000..ee426039 --- /dev/null +++ b/version/0.1/_downloads/9bc0ccbceab3a6290928ca4786328a19/solve_dense_matrix.ipynb @@ -0,0 +1,187 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use PyAnsys Math to solve a dense matrix linear system\n======================================================\n\nThis example shows how to use PyAnsys Math to solve a dense matrix\nlinear system.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Perform required imports and start PyAnsys\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n# Perform required imports.\n\nimport time\n\nimport matplotlib.pyplot as plt\nimport numpy.linalg as npl\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a server.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Allocate dense matrix\n=====================\n\nAllocate a dense matrix in the MAPDL workspace.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.clear()\ndim = 1000\na = mm.rand(dim, dim)\nb = mm.rand(dim)\nx = mm.zeros(dim)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copy matrices as NumPy arrays\n=============================\n\nCopy the matrices as NumPy arrays before they are modified by a\nfactorization call.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "a_py = a.asarray()\nb_py = b.asarray()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Solve using PyAnsys Math\n========================\n\nSolve the dense matrix linear system using PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(f\"Solving a ({dim} x {dim}) dense linear system using PyAnsys Math...\")\n\nt1 = time.time()\ns = mm.factorize(a)\nx = s.solve(b, x)\nt2 = time.time()\npymath_time = t2 - t1\nprint(f\"Elapsed time to solve the linear system using PyAnsys Math: {pymath_time} seconds\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get norm of solution\n====================\n\nGet the norm of the PyAnsys Math solution.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm.norm(x)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Solve using NumPy\n=================\n\nSolve the dense matrix linear system using NumPy.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(f\"Solving a ({dim} x {dim}) dense linear system using NumPy...\")\n\nt1 = time.time()\nx_py = npl.solve(a_py, b_py)\nt2 = time.time()\nnumpy_time = t2 - t1\nprint(f\"Elapsed time to solve the linear system using NumPy: {numpy_time} seconds\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot elapsed times\n==================\n\nPlot the elapsed times for PyAnsys Math and Numpy to solve the dense\nmatrix linear system.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "max_time = max(pymath_time, numpy_time)\nfig = plt.figure(figsize=(12, 10))\nax = plt.axes()\nx = [\"PyAnsys Math\", \"NumPy\"]\ny = [pymath_time, numpy_time]\nplt.title(\"Elapsed time to solve the linear system\")\nplt.ylim([0, max_time + 0.2 * max_time])\nplt.ylabel(\"Elapsed time (s)\")\nax.bar(x, y, color=\"orange\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get norm of solution\n====================\n\nGet the norm of the NumPy solution.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "npl.norm(x_py)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/a029fe795d87bce18d92bc608056c1cd/use_numpy_arrays.ipynb b/version/0.1/_downloads/a029fe795d87bce18d92bc608056c1cd/use_numpy_arrays.ipynb new file mode 100644 index 00000000..3bafe5fb --- /dev/null +++ b/version/0.1/_downloads/a029fe795d87bce18d92bc608056c1cd/use_numpy_arrays.ipynb @@ -0,0 +1,259 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Manipulate AnsMath vectors or dense matrices as NumPy arrays\n============================================================\n\nThis example demonstrates how to use NumPy arrays to exchange data\nbetween PyAnsys Math and Python.\n\n::: {.note}\n::: {.title}\nNote\n:::\n\nThis example requires Ansys 2021 R2 or later.\n:::\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Perform required imports and start PyAnsys\n# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n# Perform required imports.\n\nimport matplotlib.pyplot as plt\nimport numpy as np\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a server.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Convert AnsMath vector into NumPy array\n=======================================\n\nAllocate an AnsMath vector with 10 doubles.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "apdl_vec = mm.ones(10)\nprint(apdl_vec)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a NumPy array from this AnsMath vector.\n\nNote that these are two separate objects. Memory is duplicated.\nModifying one object does not modify its clone.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pv = apdl_vec.asarray()\nprint(pv)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can manipulate this NumPy array with all existing NumPy features.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pv = (pv + 1) ** 2\nprint(pv)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Alternatively, the AnsMath object can be operated on directly with using\nNumPy methods.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(np.max(apdl_vec))\nprint(np.linalg.norm(apdl_vec))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that some methods have APDL corollaries, and these methods are more\nefficient if performed within PyAnsys Math.\n\nFor example, the norm method can be performed within PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(apdl_vec.norm(), np.linalg.norm(apdl_vec))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copy NumPy array to an AnsMath vector\n=====================================\n\nYou can push back any NumPy vector or 2D array to PyAnsys Math. This\ncreates a new AnsMath vector, which in this case is named `\"NewVec:`.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm.set_vec(pv, \"NewVec\")\nprint(mm.status())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create a Python handle to this vector\n=====================================\n\nCreate a Python handle to this vector by specifying its name.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "v2 = mm.vec(name=\"NewVec\")\nprint(v2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Apply same features to dense arrays\n===================================\n\nYou can apply the same features to dense APDL matrices and NumPy arrays.\n\nAllocate an AnsMath dense matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "apdl_mat = mm.rand(3, 3)\nplt.imshow(apdl_mat, cmap=\"YlOrBr\")\nplt.colorbar()\nplt.title(\"AnsMath dense matrix\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Convert the AnsMatch dense matrix to a NumPy array.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "np_arr = apdl_mat.asarray()\n\nassert np.allclose(apdl_mat, np_arr)\nprint(apdl_mat)\nprint(np_arr)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use the `matrix` method to load the NumPy array to APDL.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "np_rand = np.random.random((4, 4))\nans_mat = mm.matrix(np_rand)\n\n# Print the autogenerated name of this matrix.\n\nprint(ans_mat.id)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Load this matrix from APDL and verify it is identical.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from_ans = ans_mat.asarray()\nprint(np.allclose(from_ans, np_rand))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/e178a4c59a00a54cf2f12c0bd58a697c/eigen_solve.ipynb b/version/0.1/_downloads/e178a4c59a00a54cf2f12c0bd58a697c/eigen_solve.ipynb new file mode 100644 index 00000000..fce5e9fe --- /dev/null +++ b/version/0.1/_downloads/e178a4c59a00a54cf2f12c0bd58a697c/eigen_solve.ipynb @@ -0,0 +1,266 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Use PyAnsys Math to solve eigenproblems {#ref_pymath_eigen_solve}\n=======================================\n\nThis example uses a verification manual input file, but you can use your\nown sparse or dense matrices.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform required imports and start PyAnsys\n==========================================\n\nPerform required imports.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import time\n\nfrom ansys.mapdl.core.examples import vmfiles\nimport matplotlib.pylab as plt\nimport numpy as np\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a service.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get matrices\n============\n\nRun the input file from Verification Manual 153 and then get the stiff\n(`k`) and mass (`m`) matrices from the FULL file.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "out = mm._mapdl.input(vmfiles[\"vm153\"])\nfullfile = mm._mapdl.jobname + \".full\"\nk = mm.stiff(fname=fullfile)\nm = mm.mass(fname=fullfile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display size of the matrices\n============================\n\nDisplay size of the `k` and `m` matrices.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(m.shape)\nprint(k.shape)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Allocate an array to store eigenshapes\n======================================\n\nAllocate an array to store the eigenshapes, where `nev`\\` is the number\nof eigenvalues requested,\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "nev = 10\na = mm.mat(k.nrow, nev)\na" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform modal analysis\n======================\n\nPerform the modal analysis.\n\nThe algorithm is automatically chosen with respect to the properties of\nthe matrices (such as scalar, storage, or symmetry).\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(\"Calling PyAnsys Math to solve the eigenproblem...\")\n\nt1 = time.time()\nev = mm.eigs(nev, k, m, phi=a)\nprint(f\"Elapsed time to solve this problem: {time.time() - t1}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print eigenfrequencies\n======================\n\nPrint the vector of eigenfrequencies.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(ev)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Verify the accuracy of eigenresults\n===================================\n\nCheck the residual error for the first eigenresult:\n$R_1=||(K-\\lambda_1.M).\\phi_1||_2$\n\nFirst, compute $\\lambda_1 = \\omega_1^2 = (2.\\pi.f_1)^2$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Eigenfrequency (Hz)\ni = 0\nf = ev[0]\nomega = 2 * np.pi * f\nlam = omega * omega" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then get the first eigenshape $\\phi_1$ and compute both $K.\\phi_1$ and\n$M.\\phi_1$.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# shape\nphi = a[0]\n\n# APDL command: *MULT,K,,Phi,,KPhi\nkphi = k.dot(phi)\n\n# APDL command: *MULT,M,,Phi,,MPhi\nmphi = m.dot(phi)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, compute the $||K.\\phi_1||_2$ quantity and normalize the residual\nvalue.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# APDL command: *MULT,K,,Phi,,KPhi\nkphi = k.dot(phi)\n\n\n# APDL command: *NRM,KPhi,NRM2,KPhiNrm\nkphinrm = kphi.norm()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Add these two vectors, using the $\\lambda_1$ scalar factor, and compute\nthe normalized residual value: $\\frac{R_1}{||K.\\phi_1||_2}$\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# APDL command: *AXPY,-lambda,,MPhi,1,,KPhi\nmphi *= lam\nkphi -= mphi\n\n# Compute residual\nres = kphi.norm() / kphinrm\nprint(res)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compute this residual for all eigenmodes\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "def get_res(i):\n \"\"\"Compute the residual for a given eigenmode.\"\"\"\n # Eigenfrequency (Hz)\n f = ev[i]\n\n # omega = 2.pi.Frequency\n omega = 2 * np.pi * f\n\n # lambda = omega^2\n lam = omega * omega\n\n # i-th eigenshape\n phi = a[i]\n\n # K.Phi\n kphi = k.dot(phi)\n\n # M.Phi\n mphi = m.dot(phi)\n\n # Normalize scalar value\n kphinrm = kphi.norm()\n\n # (K-\\lambda.M).Phi\n mphi *= lam\n kphi -= mphi\n\n # Return the residual\n return kphi.norm() / kphinrm\n\n\npymath_acc = np.zeros(nev)\n\nfor i in range(nev):\n f = ev[i]\n pymath_acc[i] = get_res(i)\n print(f\"[{i}] : Freq = {f}\\t - Residual = {pymath_acc[i]}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot accuracy of eigenresults\n=============================\n\nPlot tahe accuracy of the eigenresults.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "fig = plt.figure(figsize=(12, 10))\nax = plt.axes()\nx = np.linspace(1, nev, nev)\nplt.title(\"PyAnsys Math Residual Error (%)\")\nplt.yscale(\"log\")\nplt.ylim([10e-13, 10e-7])\nplt.xlabel(\"Frequency #\")\nplt.ylabel(\"Errors (%)\")\nax.bar(x, pymath_acc, label=\"PyAnsys Math Results\", color=\"orange\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm._mapdl.exit()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.17" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/version/0.1/_downloads/eb27eab2519d66e79d6336034f50390f/ansys-math_vs_scipy.py b/version/0.1/_downloads/eb27eab2519d66e79d6336034f50390f/ansys-math_vs_scipy.py new file mode 100644 index 00000000..750274f3 --- /dev/null +++ b/version/0.1/_downloads/eb27eab2519d66e79d6336034f50390f/ansys-math_vs_scipy.py @@ -0,0 +1,232 @@ +""" +.. _ref_ansys_math_vs_scipy: + +Compute Eigenvalues using PyAnsys Math and SciPy +------------------------------------------------ + +This example shows how to perform these tasks: + +- Extract the stiffness and mass matrices from an MAPDL model. +- Use PyAnsys Math to compute the first eigenvalues. +- Get these matrices using SciPy to obtain the same + solutions using Python resources. +- See if PyAnsys Math is more accurate and faster than SciPy. +""" + +############################################################################### +# Perform required imports and start PyAnsys Math +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +import math +import time + +from ansys.mapdl.core import examples +import matplotlib.pylab as plt +import numpy as np +import scipy +from scipy.sparse.linalg import eigsh + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a service. +mm = pymath.AnsMath() + +############################################################################### +# Load the input file +# ~~~~~~~~~~~~~~~~~~~ +# Load the input file using MAPDL. + +print(mm._mapdl.input(examples.examples.wing_model)) + + +############################################################################### +# Plot and mesh +# ~~~~~~~~~~~~~ +# Plot and mesh using the ``eplot`` method. + +mm._mapdl.eplot() + + +############################################################################### +# Set up modal analysis +# ~~~~~~~~~~~~~~~~~~~~~ +# Set up a modal analysis and form the :math:`K` and :math:`M` matrices. +# MAPDL stores these matrices in a ``.FULL`` file. + +print(mm._mapdl.slashsolu()) +print(mm._mapdl.antype(antype="MODAL")) +print(mm._mapdl.modopt(method="LANB", nmode="10", freqb="1.")) +print(mm._mapdl.wrfull(ldstep="1")) + +# store the output of the solve command +output = mm._mapdl.solve() + + +############################################################################### +# Read sparse matrices +# ~~~~~~~~~~~~~~~~~~~~ +# Read the sparse matrices using PyAnsys Math. + +mm._mapdl.finish() +mm.free() +k = mm.stiff(fname="file.full") +M = mm.mass(fname="file.full") + + +############################################################################### +# Solve eigenproblem +# ~~~~~~~~~~~~~~~~~~ +# Solve the eigenproblme using PyAnsys Math. +# +nev = 10 +A = mm.mat(k.nrow, nev) + +t1 = time.time() +ev = mm.eigs(nev, k, M, phi=A, fmin=1.0) +t2 = time.time() +pymath_elapsed_time = t2 - t1 +print("\nElapsed time to solve this problem : ", pymath_elapsed_time) + +############################################################################### +# Print eigenfrequencies and accuracy +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Print the eigenfrequencies and the accuracy. +# +# Accuracy : :math:`\frac{||(K-\lambda.M).\phi||_2}{||K.\phi||_2}` +# +pymath_acc = np.empty(nev) + +for i in range(nev): + f = ev[i] # Eigenfrequency (Hz) + omega = 2 * np.pi * f # omega = 2.pi.Frequency + lam = omega**2 # lambda = omega^2 + + phi = A[i] # i-th eigenshape + kphi = k.dot(phi) # K.Phi + mphi = M.dot(phi) # M.Phi + + kphi_nrm = kphi.norm() # Normalization scalar value + + mphi *= lam # (K-\lambda.M).Phi + kphi -= mphi + + pymath_acc[i] = kphi.norm() / kphi_nrm # compute the residual + print(f"[{i}] : Freq = {f:8.2f} Hz\t Residual = {pymath_acc[i]:.5}") + + +############################################################################### +# Use SciPy to solve the same eigenproblem +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Get the MAPDL sparse matrices into Python memory as SciPy +# matrices. + +pk = k.asarray() +pm = M.asarray() + +# get_ipython().run_line_magic('matplotlib', 'inline') + +fig, (ax1, ax2) = plt.subplots(1, 2) +fig.suptitle("K and M Matrix profiles") +ax1.spy(pk, markersize=0.01) +ax1.set_title("K Matrix") +ax2.spy(pm, markersize=0.01) +ax2.set_title("M Matrix") +plt.show(block=True) + + +############################################################################### +# Make the sparse matrices for SciPy unsymmetric because symmetric matrices +# in SciPy are memory inefficient. +# +# :math:`K = K + K^T - diag(K)` +# +pkd = scipy.sparse.diags(pk.diagonal()) +pK = pk + pk.transpose() - pkd +pmd = scipy.sparse.diags(pm.diagonal()) +pm = pm + pm.transpose() - pmd + + +############################################################################### +# Plot the matrices. +# +fig, (ax1, ax2) = plt.subplots(1, 2) +fig.suptitle("K and M Matrix profiles") +ax1.spy(pk, markersize=0.01) +ax1.set_title("K Matrix") +ax2.spy(pm, markersize=0.01) +ax2.set_title("M Matrix") +plt.show(block=True) + + +############################################################################### +# Solve the eigenproblem. +# +t3 = time.time() +vals, vecs = eigsh(A=pK, M=pm, k=10, sigma=1, which="LA") +t4 = time.time() +scipy_elapsed_time = t4 - t3 +print("\nElapsed time to solve this problem : ", scipy_elapsed_time) + + +############################################################################### +# Convert lambda values to frequency values: +# :math:`freq = \frac{\sqrt(\lambda)}{2.\pi}` +# +freqs = np.sqrt(vals) / (2 * math.pi) + + +############################################################################### +# Compute the residual error for SciPy. +# +# :math:`Err=\frac{||(K-\lambda.M).\phi||_2}{||K.\phi||_2}` +# +scipy_acc = np.zeros(nev) + +for i in range(nev): + lam = vals[i] # i-th eigenvalue + phi = vecs.T[i] # i-th eigenshape + + kphi = pk * phi.T # K.Phi + mphi = pm * phi.T # M.Phi + + kphi_nrm = np.linalg.norm(kphi, 2) # Normalization scalar value + + mphi *= lam # (K-\lambda.M).Phi + kphi -= mphi + + scipy_acc[i] = 1 - np.linalg.norm(kphi, 2) / kphi_nrm # compute the residual + print(f"[{i}] : Freq = {freqs[i]:8.2f} Hz\t Residual = {scipy_acc[i]:.5}") + + +############################################################################### +# See if PyAnsys Math is more accurate than SciPy +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Plot residual error to see if PyAnsys Math is more accurate than SciPy. + +fig = plt.figure(figsize=(12, 10)) +ax = plt.axes() +x = np.linspace(1, 10, 10) +plt.title("Residual Error") +plt.yscale("log") +plt.xlabel("Mode") +plt.ylabel("% Error") +ax.bar(x, scipy_acc, label="SciPy Results") +ax.bar(x, pymath_acc, label="PyAnsys Math Results") +plt.legend(loc="lower right") +plt.show() + +############################################################################### +# See if PyAnsys Math is faster than SciPy +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Plot elapsed time to see if PyAnsys Math is more accurate than SciPy. + +ratio = scipy_elapsed_time / pymath_elapsed_time +print(f"PyAnsys Math is {ratio:.3} times faster.") + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/fcb0908ed05c02b9fce3ac4c52b338f0/solve_sparse_matrix.py b/version/0.1/_downloads/fcb0908ed05c02b9fce3ac4c52b338f0/solve_sparse_matrix.py new file mode 100644 index 00000000..97100aed --- /dev/null +++ b/version/0.1/_downloads/fcb0908ed05c02b9fce3ac4c52b338f0/solve_sparse_matrix.py @@ -0,0 +1,138 @@ +""" +Perform sparse factorization and solve operations +------------------------------------------------- + +Using PyAnsys Math, you can solve linear systems of equations +based on sparse or dense matrices. + +""" +# Perform required imports and start PyAnsys +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Perform required imports. + +from ansys.mapdl.core.examples import vmfiles +import matplotlib.pyplot as plt + +import ansys.math.core.math as pymath + +# Start PyAnsys Math as a server. +mm = pymath.AnsMath() + +############################################################################### +# Factorize and solve sparse linear systems +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Run a MAPDL solve to create a Full file. This code +# uses a model from the official verification manual. +# +# After a solve command, the ``FULL`` file contains the assembled stiffness +# matrix, mass matrix, and load vector. +# +out = mm._mapdl.input(vmfiles["vm152"]) + +############################################################################### +# List files in current directory +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# List the files in current directory. +# +mm._mapdl.list_files() + +############################################################################### +# Extract stiffness matrix +# ~~~~~~~~~~~~~~~~~~~~~~~~ +# Extract the stiffness matrix from the FULL file in a sparse +# matrix format. For help on the ``stiff`` function, use the +# ``help(mm.stiff)`` command. +# +# Print dimensions of sparse matrix +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Print the dimensions of the sparse matrix. + +fullfile = mm._mapdl.jobname + ".full" +k = mm.stiff(fname=fullfile, name="K") +k + +################################################################################ +# Copy AnsMath sparse matrix to SciPy CSR matrix and plot +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Copy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the +# graph of the sparse matrix. + +pk = k.asarray() +plt.spy(pk, color="orange", markersize=3) +plt.title("AnsMath sparse matrix") +plt.show() + +############################################################################### +# Get a copy of sparse matrix as a NumPy array +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Get a copy of the ``k`` sparse matrix as a NumPy array + +ky = k.asarray() +ky + +############################################################################### +# Extract load vector from FULL file and print norm +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Extract the load vector from the FULL file and print the norm of this +# vector. +b = mm.rhs(fname=fullfile, name="B") +b.norm() + +############################################################################### +# Get a copy of load vector as a NumPy array +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Get a copy of the load vector as a NumPy array. + +by = b.asarray() + +############################################################################### +# Factorize stiffness matrix +# ~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Factorize the stiffness matrix using PyAnsys Math. +# +s = mm.factorize(k) + +############################################################################### +# Solve linear system +# ~~~~~~~~~~~~~~~~~~~ +# Solve the linear system. + +x = s.solve(b) + +############################################################################### +# Print norm** of solution vector +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Print the norm of the solution vector. + +x.norm() + +############################################################################### +# Check accuracy of solution +# ~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Check the accuracy of the solution by verifying that +# :math:`KX - B = 0`. + +kx = k.dot(x) +kx -= b +print("Residual error:", kx.norm() / b.norm()) + +############################################################################### +# Get a summary of allocated objects +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Get a summary of all allocated AnsMath objects. + +mm.status() + +###################################################################### +# Delete all AnsMath objects +# ~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Delete all AnsMath objects. + +mm.free() + +############################################################################### +# Stop PyAnsys Math +# ~~~~~~~~~~~~~~~~~ +# Stop PyAnsys Math. + +mm._mapdl.exit() diff --git a/version/0.1/_downloads/fcfa5b747b8ef82ff52e598a7b0052d2/scipy_sparse_matrix.ipynb b/version/0.1/_downloads/fcfa5b747b8ef82ff52e598a7b0052d2/scipy_sparse_matrix.ipynb new file mode 100644 index 00000000..6a3d030c --- /dev/null +++ b/version/0.1/_downloads/fcfa5b747b8ef82ff52e598a7b0052d2/scipy_sparse_matrix.ipynb @@ -0,0 +1,194 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "AnsMath sparse matrices and SciPy sparse matrices\n=================================================\n\nThis example shows how to get AnsMath sparse matrices into SciPy sparse\nmatrices.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Perform required imports and start PyAnsys\n==========================================\n\nPerform required imports.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from ansys.mapdl.core.examples import vmfiles\nimport matplotlib.pylab as plt\n\nimport ansys.math.core.math as pymath\n\n# Start PyAnsys Math as a service.\nmm = pymath.AnsMath()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Get matrices\n============\n\nRun the input file from Verification Manual 153 and then get the stiff\n(`k`) matrix from the FULL file.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "out = mm._mapdl.input(vmfiles[\"vm153\"])\nfullfile = mm._mapdl.jobname + \".full\"\nk = mm.stiff(fname=fullfile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Copy AnsMath sparse matrix to SciPy CSR matrix and plot\n=======================================================\n\nCopy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the\ngraph of the sparse matrix.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pk = k.asarray()\nplt.spy(pk, color=\"orange\", markersize=3)\nplt.title(\"AnsMath sparse matrix\")\nplt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Access vectors\n==============\n\nYou can access the three vectors that describe this sparse matrix with:\n\n- `pk.data`\n- `pk.indices`\n- `pk.indptr`\n\nFor more information, see SciPy\\'s class description for the [CSR\n(compressed sparse row)\nmatrix](https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.csr_matrix.html).\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(pk.data[:10])\nprint(pk.indices[:10])\nprint(pk.indptr[:10])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Create AnsMath sparse matrix from SciPy sparse CSR matrix\n=========================================================\n\nCreate an AnsMath sparse matrix from a SciPy sparse CSR matrix. Then,\ntransfer the SciPy CSR matrix back to PyAnsys Math.\n\nWhile this code uses a matrix that was originally within MAPDL, you can\nload any CSR matrix into PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "my_mat = mm.matrix(pk, \"my_mat\", triu=True)\nmy_mat" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check that the matrices `k` and `my_mat` are exactly the sames. The norm\nof the difference should be zero.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "msub = k - my_mat\nmm.norm(msub)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Print CSR representation in PyAnsys Math\n========================================\n\nPrinting the list of objects for the CSR representation in the PyAnsys\nMath space finds these objects:\n\n- Two SMAT objects, corresponding to the `k`, `MSub` matrices, with\n encrypted names.\n- The `my_mat` SMAT object. Its size is zero because the three vectors\n are stored separately.\n- The three vectors of the CSR `my_mat` structure: `MY_MAT_PTR`,\n `MY_MAT_IND`, and `MY_MAT_DATA`.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "mm.status()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Access ID of Python object\n==========================\n\nTo determine which PyAnsys Math object corresponds to which Python\nobject, access the `id` property of the Python object.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "print(\"name(k)=\" + k.id)\nprint(\"name(my_mat)=\" + my_mat.id)\nprint(\"name(msub)=\" + msub.id)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Stop PyAnsys Math\n=================\n\nStop PyAnsys Math.\n" + ] + }, + { + "cell_type": "code", + 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newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.T.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.T.rst.txt new file mode 100644 index 00000000..c2dd8cab --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.T.rst.txt @@ -0,0 +1,6 @@ +T += + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsMat.T \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.asarray.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.asarray.rst.txt new file mode 100644 index 00000000..238e4568 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.asarray.rst.txt @@ -0,0 +1,6 @@ +asarray +======= + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.asarray \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.axpy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.axpy.rst.txt new file mode 100644 index 00000000..d112b7c2 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.axpy.rst.txt @@ -0,0 +1,6 @@ +axpy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.axpy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.const.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.const.rst.txt new file mode 100644 index 00000000..9e37df61 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.const.rst.txt @@ -0,0 +1,6 @@ +const +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.const \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.copy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.copy.rst.txt new file mode 100644 index 00000000..36d919d0 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.copy.rst.txt @@ -0,0 +1,6 @@ +copy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.copy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.dot.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.dot.rst.txt new file mode 100644 index 00000000..b18aa91b --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.dot.rst.txt @@ -0,0 +1,6 @@ +dot +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.dot \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.kron.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.kron.rst.txt new file mode 100644 index 00000000..e1ea89c5 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.kron.rst.txt @@ -0,0 +1,6 @@ +kron +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.kron \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ncol.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ncol.rst.txt new file mode 100644 index 00000000..0396c7f3 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ncol.rst.txt @@ -0,0 +1,6 @@ +ncol +==== + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsMat.ncol \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.norm.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.norm.rst.txt new file mode 100644 index 00000000..9d73f96f --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.norm.rst.txt @@ -0,0 +1,6 @@ +norm +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.norm \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.nrow.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.nrow.rst.txt new file mode 100644 index 00000000..430bf0b3 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.nrow.rst.txt @@ -0,0 +1,6 @@ +nrow +==== + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsMat.nrow \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ones.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ones.rst.txt new file mode 100644 index 00000000..93228753 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.ones.rst.txt @@ -0,0 +1,6 @@ +ones +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.ones \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rand.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rand.rst.txt new file mode 100644 index 00000000..4cb4d450 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rand.rst.txt @@ -0,0 +1,6 @@ +rand +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.rand \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rst.txt new file mode 100644 index 00000000..364f929f --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.rst.txt @@ -0,0 +1,66 @@ +AnsMat +====== + +.. currentmodule:: ansys.math.core.math + +.. autoclass:: AnsMat + + + + + .. rubric:: Methods + + .. autosummary:: + :toctree: + + + + AnsMat.asarray + + + AnsMat.axpy + + + AnsMat.const + + + AnsMat.copy + + + AnsMat.dot + + + AnsMat.kron + + + AnsMat.norm + + + AnsMat.ones + + + AnsMat.rand + + + AnsMat.sym + + + AnsMat.zeros + + + + + + + .. rubric:: Attributes + + .. autosummary:: + :toctree: + + AnsMat.T + AnsMat.ncol + AnsMat.nrow + AnsMat.shape + AnsMat.size + + \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.shape.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.shape.rst.txt new file mode 100644 index 00000000..624a70ad --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.shape.rst.txt @@ -0,0 +1,6 @@ +shape +===== + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsMat.shape \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.size.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.size.rst.txt new file mode 100644 index 00000000..c95f0624 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.size.rst.txt @@ -0,0 +1,6 @@ +size +==== + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsMat.size \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.sym.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.sym.rst.txt new file mode 100644 index 00000000..8a21d111 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.sym.rst.txt @@ -0,0 +1,6 @@ +sym +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.sym \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.zeros.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.zeros.rst.txt new file mode 100644 index 00000000..695bf086 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMat.zeros.rst.txt @@ -0,0 +1,6 @@ +zeros +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMat.zeros \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.add.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.add.rst.txt new file mode 100644 index 00000000..72d2f31c --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.add.rst.txt @@ -0,0 +1,6 @@ +add +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.add \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.damp.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.damp.rst.txt new file mode 100644 index 00000000..5e8c8d5d --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.damp.rst.txt @@ -0,0 +1,6 @@ +damp +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.damp \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.dot.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.dot.rst.txt new file mode 100644 index 00000000..a9263e72 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.dot.rst.txt @@ -0,0 +1,6 @@ +dot +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.dot \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.eigs.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.eigs.rst.txt new file mode 100644 index 00000000..099f45bf --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.eigs.rst.txt @@ -0,0 +1,6 @@ +eigs +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.eigs \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.factorize.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.factorize.rst.txt new file mode 100644 index 00000000..f31524e6 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.factorize.rst.txt @@ -0,0 +1,6 @@ +factorize +========= + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.factorize \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.free.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.free.rst.txt new file mode 100644 index 00000000..a079d3f2 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.free.rst.txt @@ -0,0 +1,6 @@ +free +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.free \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.get_vec.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.get_vec.rst.txt new file mode 100644 index 00000000..b0c9808d --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.get_vec.rst.txt @@ -0,0 +1,6 @@ +get\_vec +======== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.get_vec \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.load_matrix_from_file.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.load_matrix_from_file.rst.txt new file mode 100644 index 00000000..d1883468 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.load_matrix_from_file.rst.txt @@ -0,0 +1,6 @@ +load\_matrix\_from\_file +======================== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.load_matrix_from_file \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mass.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mass.rst.txt new file mode 100644 index 00000000..c218c6bf --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mass.rst.txt @@ -0,0 +1,6 @@ +mass +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.mass \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mat.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mat.rst.txt new file mode 100644 index 00000000..3eb9d5a6 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mat.rst.txt @@ -0,0 +1,6 @@ +mat +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.mat \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.matrix.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.matrix.rst.txt new file mode 100644 index 00000000..8a17f1a5 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.matrix.rst.txt @@ -0,0 +1,6 @@ +matrix +====== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.matrix \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mgs.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mgs.rst.txt new file mode 100644 index 00000000..9af983a1 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.mgs.rst.txt @@ -0,0 +1,6 @@ +mgs +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.mgs \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.norm.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.norm.rst.txt new file mode 100644 index 00000000..4d97281b --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.norm.rst.txt @@ -0,0 +1,6 @@ +norm +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.norm \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.ones.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.ones.rst.txt new file mode 100644 index 00000000..1e8e1010 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.ones.rst.txt @@ -0,0 +1,6 @@ +ones +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.ones \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rand.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rand.rst.txt new file mode 100644 index 00000000..a7399f42 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rand.rst.txt @@ -0,0 +1,6 @@ +rand +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.rand \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rhs.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rhs.rst.txt new file mode 100644 index 00000000..134674ca --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rhs.rst.txt @@ -0,0 +1,6 @@ +rhs +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.rhs \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rst.txt new file mode 100644 index 00000000..8cfc2f1f --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.rst.txt @@ -0,0 +1,94 @@ +AnsMath +======= + +.. currentmodule:: ansys.math.core.math + +.. autoclass:: AnsMath + + + + + .. rubric:: Methods + + .. autosummary:: + :toctree: + + + + AnsMath.add + + + AnsMath.damp + + + AnsMath.dot + + + AnsMath.eigs + + + AnsMath.factorize + + + AnsMath.free + + + AnsMath.get_vec + + + AnsMath.load_matrix_from_file + + + AnsMath.mass + + + AnsMath.mat + + + AnsMath.matrix + + + AnsMath.mgs + + + AnsMath.norm + + + AnsMath.ones + + + AnsMath.rand + + + AnsMath.rhs + + + AnsMath.set_vec + + + AnsMath.sparse + + + AnsMath.status + + + AnsMath.stiff + + + AnsMath.subtract + + + AnsMath.svd + + + AnsMath.vec + + + AnsMath.zeros + + + + + + + \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.set_vec.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.set_vec.rst.txt new file mode 100644 index 00000000..2c9017a3 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.set_vec.rst.txt @@ -0,0 +1,6 @@ +set\_vec +======== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.set_vec \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.sparse.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.sparse.rst.txt new file mode 100644 index 00000000..d49d1d46 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.sparse.rst.txt @@ -0,0 +1,6 @@ +sparse +====== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.sparse \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.status.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.status.rst.txt new file mode 100644 index 00000000..1cc2df62 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.status.rst.txt @@ -0,0 +1,6 @@ +status +====== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.status \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.stiff.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.stiff.rst.txt new file mode 100644 index 00000000..a1a7bc24 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.stiff.rst.txt @@ -0,0 +1,6 @@ +stiff +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.stiff \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.subtract.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.subtract.rst.txt new file mode 100644 index 00000000..96d4eadd --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.subtract.rst.txt @@ -0,0 +1,6 @@ +subtract +======== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.subtract \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.svd.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.svd.rst.txt new file mode 100644 index 00000000..d9a6a265 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.svd.rst.txt @@ -0,0 +1,6 @@ +svd +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.svd \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.vec.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.vec.rst.txt new file mode 100644 index 00000000..2ec5d889 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.vec.rst.txt @@ -0,0 +1,6 @@ +vec +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.vec \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.zeros.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.zeros.rst.txt new file mode 100644 index 00000000..f667dcbc --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMath.zeros.rst.txt @@ -0,0 +1,6 @@ +zeros +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMath.zeros \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.axpy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.axpy.rst.txt new file mode 100644 index 00000000..75fc693d --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.axpy.rst.txt @@ -0,0 +1,6 @@ +axpy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.axpy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.const.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.const.rst.txt new file mode 100644 index 00000000..a74df503 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.const.rst.txt @@ -0,0 +1,6 @@ +const +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.const \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.copy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.copy.rst.txt new file mode 100644 index 00000000..23f5cd54 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.copy.rst.txt @@ -0,0 +1,6 @@ +copy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.copy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.kron.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.kron.rst.txt new file mode 100644 index 00000000..edcfe566 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.kron.rst.txt @@ -0,0 +1,6 @@ +kron +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.kron \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.norm.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.norm.rst.txt new file mode 100644 index 00000000..d61a7e62 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.norm.rst.txt @@ -0,0 +1,6 @@ +norm +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.norm \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.ones.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.ones.rst.txt new file mode 100644 index 00000000..5e6b2a4e --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.ones.rst.txt @@ -0,0 +1,6 @@ +ones +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.ones \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rand.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rand.rst.txt new file mode 100644 index 00000000..112ba369 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rand.rst.txt @@ -0,0 +1,6 @@ +rand +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.rand \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rst.txt new file mode 100644 index 00000000..26b3cac8 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.rst.txt @@ -0,0 +1,46 @@ +AnsMathObj +========== + +.. currentmodule:: ansys.math.core.math + +.. autoclass:: AnsMathObj + + + + + .. rubric:: Methods + + .. autosummary:: + :toctree: + + + + AnsMathObj.axpy + + + AnsMathObj.const + + + AnsMathObj.copy + + + AnsMathObj.kron + + + AnsMathObj.norm + + + AnsMathObj.ones + + + AnsMathObj.rand + + + AnsMathObj.zeros + + + + + + + \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.zeros.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.zeros.rst.txt new file mode 100644 index 00000000..e26817cf --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsMathObj.zeros.rst.txt @@ -0,0 +1,6 @@ +zeros +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsMathObj.zeros \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.axpy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.axpy.rst.txt new file mode 100644 index 00000000..ec855ca0 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.axpy.rst.txt @@ -0,0 +1,6 @@ +axpy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.axpy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.const.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.const.rst.txt new file mode 100644 index 00000000..f2622ed1 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.const.rst.txt @@ -0,0 +1,6 @@ +const +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.const \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.copy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.copy.rst.txt new file mode 100644 index 00000000..71b1dc81 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.copy.rst.txt @@ -0,0 +1,6 @@ +copy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.copy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.factorize.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.factorize.rst.txt new file mode 100644 index 00000000..52c659d9 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.factorize.rst.txt @@ -0,0 +1,6 @@ +factorize +========= + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.factorize \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.kron.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.kron.rst.txt new file mode 100644 index 00000000..5b8bf254 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.kron.rst.txt @@ -0,0 +1,6 @@ +kron +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.kron \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.norm.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.norm.rst.txt new file mode 100644 index 00000000..3b7288f2 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.norm.rst.txt @@ -0,0 +1,6 @@ +norm +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.norm \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.ones.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.ones.rst.txt new file mode 100644 index 00000000..56890ce3 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.ones.rst.txt @@ -0,0 +1,6 @@ +ones +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.ones \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rand.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rand.rst.txt new file mode 100644 index 00000000..b1ecb880 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rand.rst.txt @@ -0,0 +1,6 @@ +rand +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.rand \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rst.txt new file mode 100644 index 00000000..65f6c2f6 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.rst.txt @@ -0,0 +1,52 @@ +AnsSolver +========= + +.. currentmodule:: ansys.math.core.math + +.. autoclass:: AnsSolver + + + + + .. rubric:: Methods + + .. autosummary:: + :toctree: + + + + AnsSolver.axpy + + + AnsSolver.const + + + AnsSolver.copy + + + AnsSolver.factorize + + + AnsSolver.kron + + + AnsSolver.norm + + + AnsSolver.ones + + + AnsSolver.rand + + + AnsSolver.solve + + + AnsSolver.zeros + + + + + + + \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.solve.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.solve.rst.txt new file mode 100644 index 00000000..f917d502 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.solve.rst.txt @@ -0,0 +1,6 @@ +solve +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.solve \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.zeros.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.zeros.rst.txt new file mode 100644 index 00000000..3da33ff2 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsSolver.zeros.rst.txt @@ -0,0 +1,6 @@ +zeros +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsSolver.zeros \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.asarray.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.asarray.rst.txt new file mode 100644 index 00000000..dc7c810f --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.asarray.rst.txt @@ -0,0 +1,6 @@ +asarray +======= + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.asarray \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.axpy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.axpy.rst.txt new file mode 100644 index 00000000..56329ba6 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.axpy.rst.txt @@ -0,0 +1,6 @@ +axpy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.axpy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.const.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.const.rst.txt new file mode 100644 index 00000000..3f7dfadb --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.const.rst.txt @@ -0,0 +1,6 @@ +const +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.const \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.copy.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.copy.rst.txt new file mode 100644 index 00000000..93feccba --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.copy.rst.txt @@ -0,0 +1,6 @@ +copy +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.copy \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.dot.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.dot.rst.txt new file mode 100644 index 00000000..7c4259b9 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.dot.rst.txt @@ -0,0 +1,6 @@ +dot +=== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.dot \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.kron.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.kron.rst.txt new file mode 100644 index 00000000..16847285 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.kron.rst.txt @@ -0,0 +1,6 @@ +kron +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.kron \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.norm.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.norm.rst.txt new file mode 100644 index 00000000..bed77cbb --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.norm.rst.txt @@ -0,0 +1,6 @@ +norm +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.norm \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.ones.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.ones.rst.txt new file mode 100644 index 00000000..bf12f8d1 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.ones.rst.txt @@ -0,0 +1,6 @@ +ones +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.ones \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rand.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rand.rst.txt new file mode 100644 index 00000000..88bda78b --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rand.rst.txt @@ -0,0 +1,6 @@ +rand +==== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.rand \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rst.txt new file mode 100644 index 00000000..24b01415 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.rst.txt @@ -0,0 +1,59 @@ +AnsVec +====== + +.. currentmodule:: ansys.math.core.math + +.. autoclass:: AnsVec + + + + + .. rubric:: Methods + + .. autosummary:: + :toctree: + + + + AnsVec.asarray + + + AnsVec.axpy + + + AnsVec.const + + + AnsVec.copy + + + AnsVec.dot + + + AnsVec.kron + + + AnsVec.norm + + + AnsVec.ones + + + AnsVec.rand + + + AnsVec.zeros + + + + + + + .. rubric:: Attributes + + .. autosummary:: + :toctree: + + AnsVec.size + + \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.size.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.size.rst.txt new file mode 100644 index 00000000..a2064b97 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.size.rst.txt @@ -0,0 +1,6 @@ +size +==== + +.. currentmodule:: ansys.math.core.math + +.. autoproperty:: AnsVec.size \ No newline at end of file diff --git a/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.zeros.rst.txt b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.zeros.rst.txt new file mode 100644 index 00000000..7f007947 --- /dev/null +++ b/version/0.1/_sources/api/_autosummary/ansys.math.core.math.AnsVec.zeros.rst.txt @@ -0,0 +1,6 @@ +zeros +===== + +.. currentmodule:: ansys.math.core.math + +.. automethod:: AnsVec.zeros \ No newline at end of file diff --git a/version/0.1/_sources/api/index.rst.txt b/version/0.1/_sources/api/index.rst.txt new file mode 100644 index 00000000..83b451cf --- /dev/null +++ b/version/0.1/_sources/api/index.rst.txt @@ -0,0 +1,14 @@ + +.. _ref_index_api: + +API reference +============= + +This section provides an overview of the public PyAnsys Math classes, +functions, and attributes. + + +.. toctree:: + :maxdepth: 2 + + math.rst \ No newline at end of file diff --git a/version/0.1/_sources/api/math.rst.txt b/version/0.1/_sources/api/math.rst.txt new file mode 100644 index 00000000..81d0fc35 --- /dev/null +++ b/version/0.1/_sources/api/math.rst.txt @@ -0,0 +1,16 @@ +.. _ref_math: + +PyAnsys Math +============ + +.. currentmodule:: ansys.math.core.math + +.. autosummary:: + :toctree: _autosummary + + AnsMath + AnsMathObj + AnsVec + AnsMat + AnsSolver + \ No newline at end of file diff --git a/version/0.1/_sources/contributing/index.rst.txt b/version/0.1/_sources/contributing/index.rst.txt new file mode 100644 index 00000000..8df8f71c --- /dev/null +++ b/version/0.1/_sources/contributing/index.rst.txt @@ -0,0 +1,81 @@ +.. _ref_contributing: + +Contribute +========== + +Overall guidance on contributing to a PyAnsys library appears in the +`Contributing `_ topic +in the *PyAnsys Developer's Guide*. Ensure that you are thoroughly familiar +with this guide before attempting to contribute to PyAnsys Math. + +The following contribution information is specific to PyAnsys Math. + +Clone the repository +-------------------- + +Run this code to clone and install the latest version of PyAnsys Math in development mode:: + + git clone https://github.com/ansys/pyansys-math + cd pyansys-math + python -m pip install --upgrade pip + pip install -e . + +Post issues +----------- + +Use the `PyAnsys Math Issues `_ page to submit questions, +report bugs, and request new features. When possible, use these issue +templates: + +* Bug report template +* Feature request template + +If your issue does not fit into one of these categories, create your own issue. + +To reach the project support team, email `pyansys.core@ansys.com `_. + + +Build documentation +------------------- + +To build the PyAnsys Math documentation locally, in the root directory of the repository, run:: + + pip install .[doc] + .\doc\make.bat html + +Documentation for the latest stable release of PyAnsys Math is hosted at +`PyAnsys Math Documentation `_. + +In the upper right corner of the documentation’s title bar, there is an option for +switching from viewing the documentation for the latest stable release to viewing +the documentation for the development version or previously released versions. + +Adhere to code style +-------------------- + +PyAnsys Math follows the PEP8 standard as outlined in the `PyAnsys Development Guide +`_ and implements style checking using +`pre-commit `_. + +To ensure your code meets minimum code styling standards, run this code:: + + pip install pre-commit + pre-commit run --all-files + +You can also install this as a pre-commit hook by running this code:: + + pre-commit install + +This way, it's not possible for you to push code that fails the style checks:: + + $ pre-commit install + $ git commit -am "added my cool feature" + black....................................................................Passed + blacken-docs.............................................................Passed + isort....................................................................Passed + flake8...................................................................Passed + codespell................................................................Passed + check for merge conflicts................................................Passed + debug statements (python)................................................Passed + Validate GitHub Workflows................................................Passed + diff --git a/version/0.1/_sources/examples/ansys-math_vs_scipy.rst.txt b/version/0.1/_sources/examples/ansys-math_vs_scipy.rst.txt new file mode 100644 index 00000000..07c957ef --- /dev/null +++ b/version/0.1/_sources/examples/ansys-math_vs_scipy.rst.txt @@ -0,0 +1,605 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/ansys-math_vs_scipy.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_ansys-math_vs_scipy.py: + + +.. _ref_ansys_math_vs_scipy: + +Compute Eigenvalues using PyAnsys Math and SciPy +------------------------------------------------ + +This example shows how to perform these tasks: + +- Extract the stiffness and mass matrices from an MAPDL model. +- Use PyAnsys Math to compute the first eigenvalues. +- Get these matrices using SciPy to obtain the same + solutions using Python resources. +- See if PyAnsys Math is more accurate and faster than SciPy. + +.. GENERATED FROM PYTHON SOURCE LINES 17-20 + +Perform required imports and start PyAnsys Math +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Perform required imports. + +.. GENERATED FROM PYTHON SOURCE LINES 20-35 + +.. code-block:: default + + + import math + import time + + from ansys.mapdl.core import examples + import matplotlib.pylab as plt + import numpy as np + import scipy + from scipy.sparse.linalg import eigsh + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a service. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 36-39 + +Load the input file +~~~~~~~~~~~~~~~~~~~ +Load the input file using MAPDL. + +.. GENERATED FROM PYTHON SOURCE LINES 39-43 + +.. code-block:: default + + + print(mm._mapdl.input(examples.examples.wing_model)) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + /INPUT FILE= wing.dat LINE= 0 + + *** MAPDL - ENGINEERING ANALYSIS SYSTEM RELEASE 22.2 *** + Ansys Mechanical Enterprise + 00000000 VERSION=LINUX x64 15:27:06 AUG 10, 2023 CP= 0.469 + + + + + + ***** MAPDL ANALYSIS DEFINITION (PREP7) ***** + + *** WARNING *** CP = 0.470 TIME= 15:27:06 + Deactivation of element shape checking is not recommended. + + *** WARNING *** CP = 0.505 TIME= 15:27:06 + The mesh of area 1 contains PLANE42 triangles, which are much too stiff + in bending. Use quadratic (6- or 8-node) elements if possible. + + *** WARNING *** CP = 0.514 TIME= 15:27:06 + CLEAR, SELECT, and MESH boundary condition commands are not possible + after MODMSH. + + + ***** ROUTINE COMPLETED ***** CP = 0.521 + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 44-47 + +Plot and mesh +~~~~~~~~~~~~~ +Plot and mesh using the ``eplot`` method. + +.. GENERATED FROM PYTHON SOURCE LINES 47-51 + +.. code-block:: default + + + mm._mapdl.eplot() + + + + + +.. image-sg:: /examples/images/sphx_glr_ansys-math_vs_scipy_001.png + :alt: ansys math vs scipy + :srcset: /examples/images/sphx_glr_ansys-math_vs_scipy_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 52-56 + +Set up modal analysis +~~~~~~~~~~~~~~~~~~~~~ +Set up a modal analysis and form the :math:`K` and :math:`M` matrices. +MAPDL stores these matrices in a ``.FULL`` file. + +.. GENERATED FROM PYTHON SOURCE LINES 56-66 + +.. code-block:: default + + + print(mm._mapdl.slashsolu()) + print(mm._mapdl.antype(antype="MODAL")) + print(mm._mapdl.modopt(method="LANB", nmode="10", freqb="1.")) + print(mm._mapdl.wrfull(ldstep="1")) + + # store the output of the solve command + output = mm._mapdl.solve() + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + ***** MAPDL SOLUTION ROUTINE ***** + PERFORM A MODAL ANALYSIS + THIS WILL BE A NEW ANALYSIS + USE SYM. BLOCK LANCZOS MODE EXTRACTION METHOD + EXTRACT 10 MODES + SHIFT POINT FOR EIGENVALUE CALCULATION= 1.0000 + NORMALIZE THE MODE SHAPES TO THE MASS MATRIX + STOP SOLUTION AFTER FULL FILE HAS BEEN WRITTEN + LOADSTEP = 1 SUBSTEP = 1 EQ. ITER = 1 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 67-70 + +Read sparse matrices +~~~~~~~~~~~~~~~~~~~~ +Read the sparse matrices using PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 70-77 + +.. code-block:: default + + + mm._mapdl.finish() + mm.free() + k = mm.stiff(fname="file.full") + M = mm.mass(fname="file.full") + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 78-82 + +Solve eigenproblem +~~~~~~~~~~~~~~~~~~ +Solve the eigenproblme using PyAnsys Math. + + +.. GENERATED FROM PYTHON SOURCE LINES 82-91 + +.. code-block:: default + + nev = 10 + A = mm.mat(k.nrow, nev) + + t1 = time.time() + ev = mm.eigs(nev, k, M, phi=A, fmin=1.0) + t2 = time.time() + pymath_elapsed_time = t2 - t1 + print("\nElapsed time to solve this problem : ", pymath_elapsed_time) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + Elapsed time to solve this problem : 0.6572909355163574 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 92-98 + +Print eigenfrequencies and accuracy +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Print the eigenfrequencies and the accuracy. + +Accuracy : :math:`\frac{||(K-\lambda.M).\phi||_2}{||K.\phi||_2}` + + +.. GENERATED FROM PYTHON SOURCE LINES 98-118 + +.. code-block:: default + + pymath_acc = np.empty(nev) + + for i in range(nev): + f = ev[i] # Eigenfrequency (Hz) + omega = 2 * np.pi * f # omega = 2.pi.Frequency + lam = omega**2 # lambda = omega^2 + + phi = A[i] # i-th eigenshape + kphi = k.dot(phi) # K.Phi + mphi = M.dot(phi) # M.Phi + + kphi_nrm = kphi.norm() # Normalization scalar value + + mphi *= lam # (K-\lambda.M).Phi + kphi -= mphi + + pymath_acc[i] = kphi.norm() / kphi_nrm # compute the residual + print(f"[{i}] : Freq = {f:8.2f} Hz\t Residual = {pymath_acc[i]:.5}") + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [0] : Freq = 352.39 Hz Residual = 1.7923e-08 + [1] : Freq = 385.16 Hz Residual = 5.5633e-09 + [2] : Freq = 656.78 Hz Residual = 1.0513e-08 + [3] : Freq = 764.72 Hz Residual = 6.3881e-09 + [4] : Freq = 825.33 Hz Residual = 7.6773e-09 + [5] : Freq = 1039.21 Hz Residual = 7.1577e-09 + [6] : Freq = 1143.66 Hz Residual = 1.4146e-08 + [7] : Freq = 1258.00 Hz Residual = 5.0859e-08 + [8] : Freq = 1334.23 Hz Residual = 5.3598e-08 + [9] : Freq = 1352.06 Hz Residual = 3.8644e-08 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 119-123 + +Use SciPy to solve the same eigenproblem +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Get the MAPDL sparse matrices into Python memory as SciPy +matrices. + +.. GENERATED FROM PYTHON SOURCE LINES 123-138 + +.. code-block:: default + + + pk = k.asarray() + pm = M.asarray() + + # get_ipython().run_line_magic('matplotlib', 'inline') + + fig, (ax1, ax2) = plt.subplots(1, 2) + fig.suptitle("K and M Matrix profiles") + ax1.spy(pk, markersize=0.01) + ax1.set_title("K Matrix") + ax2.spy(pm, markersize=0.01) + ax2.set_title("M Matrix") + plt.show(block=True) + + + + + +.. image-sg:: /examples/images/sphx_glr_ansys-math_vs_scipy_002.png + :alt: K and M Matrix profiles, K Matrix, M Matrix + :srcset: /examples/images/sphx_glr_ansys-math_vs_scipy_002.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 139-144 + +Make the sparse matrices for SciPy unsymmetric because symmetric matrices +in SciPy are memory inefficient. + +:math:`K = K + K^T - diag(K)` + + +.. GENERATED FROM PYTHON SOURCE LINES 144-150 + +.. code-block:: default + + pkd = scipy.sparse.diags(pk.diagonal()) + pK = pk + pk.transpose() - pkd + pmd = scipy.sparse.diags(pm.diagonal()) + pm = pm + pm.transpose() - pmd + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 151-153 + +Plot the matrices. + + +.. GENERATED FROM PYTHON SOURCE LINES 153-162 + +.. code-block:: default + + fig, (ax1, ax2) = plt.subplots(1, 2) + fig.suptitle("K and M Matrix profiles") + ax1.spy(pk, markersize=0.01) + ax1.set_title("K Matrix") + ax2.spy(pm, markersize=0.01) + ax2.set_title("M Matrix") + plt.show(block=True) + + + + + +.. image-sg:: /examples/images/sphx_glr_ansys-math_vs_scipy_003.png + :alt: K and M Matrix profiles, K Matrix, M Matrix + :srcset: /examples/images/sphx_glr_ansys-math_vs_scipy_003.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 163-165 + +Solve the eigenproblem. + + +.. GENERATED FROM PYTHON SOURCE LINES 165-172 + +.. code-block:: default + + t3 = time.time() + vals, vecs = eigsh(A=pK, M=pm, k=10, sigma=1, which="LA") + t4 = time.time() + scipy_elapsed_time = t4 - t3 + print("\nElapsed time to solve this problem : ", scipy_elapsed_time) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + Elapsed time to solve this problem : 3.026555299758911 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 173-176 + +Convert lambda values to frequency values: +:math:`freq = \frac{\sqrt(\lambda)}{2.\pi}` + + +.. GENERATED FROM PYTHON SOURCE LINES 176-179 + +.. code-block:: default + + freqs = np.sqrt(vals) / (2 * math.pi) + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 180-184 + +Compute the residual error for SciPy. + +:math:`Err=\frac{||(K-\lambda.M).\phi||_2}{||K.\phi||_2}` + + +.. GENERATED FROM PYTHON SOURCE LINES 184-202 + +.. code-block:: default + + scipy_acc = np.zeros(nev) + + for i in range(nev): + lam = vals[i] # i-th eigenvalue + phi = vecs.T[i] # i-th eigenshape + + kphi = pk * phi.T # K.Phi + mphi = pm * phi.T # M.Phi + + kphi_nrm = np.linalg.norm(kphi, 2) # Normalization scalar value + + mphi *= lam # (K-\lambda.M).Phi + kphi -= mphi + + scipy_acc[i] = 1 - np.linalg.norm(kphi, 2) / kphi_nrm # compute the residual + print(f"[{i}] : Freq = {freqs[i]:8.2f} Hz\t Residual = {scipy_acc[i]:.5}") + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [0] : Freq = 352.39 Hz Residual = 8.0098e-05 + [1] : Freq = 385.16 Hz Residual = 0.00010369 + [2] : Freq = 656.78 Hz Residual = 0.00024262 + [3] : Freq = 764.72 Hz Residual = 0.00016258 + [4] : Freq = 825.33 Hz Residual = 0.00039002 + [5] : Freq = 1039.21 Hz Residual = 0.00057628 + [6] : Freq = 1143.66 Hz Residual = 0.0025916 + [7] : Freq = 1258.00 Hz Residual = 0.00033872 + [8] : Freq = 1334.22 Hz Residual = 0.00046633 + [9] : Freq = 1352.06 Hz Residual = 0.0011262 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 203-206 + +See if PyAnsys Math is more accurate than SciPy +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Plot residual error to see if PyAnsys Math is more accurate than SciPy. + +.. GENERATED FROM PYTHON SOURCE LINES 206-219 + +.. code-block:: default + + + fig = plt.figure(figsize=(12, 10)) + ax = plt.axes() + x = np.linspace(1, 10, 10) + plt.title("Residual Error") + plt.yscale("log") + plt.xlabel("Mode") + plt.ylabel("% Error") + ax.bar(x, scipy_acc, label="SciPy Results") + ax.bar(x, pymath_acc, label="PyAnsys Math Results") + plt.legend(loc="lower right") + plt.show() + + + + +.. image-sg:: /examples/images/sphx_glr_ansys-math_vs_scipy_004.png + :alt: Residual Error + :srcset: /examples/images/sphx_glr_ansys-math_vs_scipy_004.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 220-223 + +See if PyAnsys Math is faster than SciPy +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Plot elapsed time to see if PyAnsys Math is more accurate than SciPy. + +.. GENERATED FROM PYTHON SOURCE LINES 223-227 + +.. code-block:: default + + + ratio = scipy_elapsed_time / pymath_elapsed_time + print(f"PyAnsys Math is {ratio:.3} times faster.") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + PyAnsys Math is 4.6 times faster. + + + + +.. GENERATED FROM PYTHON SOURCE LINES 228-231 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 231-233 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 8.773 seconds) + + +.. _sphx_glr_download_examples_ansys-math_vs_scipy.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: ansys-math_vs_scipy.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: ansys-math_vs_scipy.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/basic_operations.rst.txt b/version/0.1/_sources/examples/basic_operations.rst.txt new file mode 100644 index 00000000..718d08e6 --- /dev/null +++ b/version/0.1/_sources/examples/basic_operations.rst.txt @@ -0,0 +1,701 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/basic_operations.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_basic_operations.py: + + +.. _ref_pyansys-math_basic: + +PyAnsys Math basic operations +----------------------------- + +This tutorial shows how you can use PyAnsys Math for basic +operations on AnsMath vectors and matrices in the APDL memory +workspace. + +.. GENERATED FROM PYTHON SOURCE LINES 13-16 + +Perform required imports and start PyAnsys +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Perform required imports. + +.. GENERATED FROM PYTHON SOURCE LINES 16-25 + +.. code-block:: default + + + import matplotlib.pyplot as plt + import numpy as np + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a service. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 26-31 + +Create and manipulate vectors +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Create two AnsMath vectors of size 5. The :math:`\vec{v}` method is initialized with +ones, and the :math:`\vec{w}` is filled with random values. + + +.. GENERATED FROM PYTHON SOURCE LINES 31-37 + +.. code-block:: default + + + v = mm.ones(2) + w = mm.rand(2) + print(v) + print(w) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + WORKIQ : + Size : 2 + 1.000e+00 1.000e+00 + FSEPUR : + Size : 2 + 4.170e-01 9.972e-01 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 38-41 + +Plot vectors +~~~~~~~~~~~~ +Plot the created vectors. + +.. GENERATED FROM PYTHON SOURCE LINES 41-50 + +.. code-block:: default + + + origin = np.array([[0, 0], [0, 0]]) + plt.title("Vectors V and W") + plt.quiver(*origin, v, w, angles="xy", scale_units="xy", scale=1, color=["orange", "gray"]) + plt.xlim(-1.5, 1.5) + plt.ylim(-1.5, 1.5) + plt.show() + + + + + +.. image-sg:: /examples/images/sphx_glr_basic_operations_001.png + :alt: Vectors V and W + :srcset: /examples/images/sphx_glr_basic_operations_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 51-63 + +Use operators on vectors +~~~~~~~~~~~~~~~~~~~~~~~~ +Like NumPy vectors, AnsMath vectors can use most of the +standard operators, such as ``+``, ``-``, ``+=``, ``-=``, +and ``*=``. + +Here this form is used: :math:`\vec{z}=\vec{v}+\vec{w}` + +Compute :math:`\|z\|_2`. (The default norm is nrm2. Note that you +can use ``.norm('nrm1')`` or ``.norm('nrminf')`` for different normals. +For more information, see `help(z.norm)`. + + +.. GENERATED FROM PYTHON SOURCE LINES 63-68 + +.. code-block:: default + + + z = v + w + z.norm() + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 2.448815734735383 + + + +.. GENERATED FROM PYTHON SOURCE LINES 69-80 + +Methods +~~~~~~~ +Alternatively you can use methods, following the NumPy +standards. Available methods are: + +- ``mm.add()`` +- ``mm.subtract()`` +- ``mm.dot()`` + +Equivalent operator for addition: +``z = v + w`` + +.. GENERATED FROM PYTHON SOURCE LINES 80-84 + +.. code-block:: default + + + z = mm.add(v, w) + z.norm() + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 2.448815734735383 + + + +.. GENERATED FROM PYTHON SOURCE LINES 85-87 + +Equivalent operator for subtraction: +``z = v - w`` + +.. GENERATED FROM PYTHON SOURCE LINES 87-91 + +.. code-block:: default + + + z = mm.subtract(v, w) + print(z) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + VJBFHR : + Size : 2 + 5.830e-01 2.815e-03 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 92-94 + +Equivalent dot operation for the product of two vectors: + + +.. GENERATED FROM PYTHON SOURCE LINES 94-99 + +.. code-block:: default + + + vw = mm.dot(v, w) + print("Dot product :", str(vw)) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Dot product : 1.4142068068031222 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 100-104 + +Perform in-place operations (without copying vectors) +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Perform in-place addition. + +.. GENERATED FROM PYTHON SOURCE LINES 104-109 + +.. code-block:: default + + + v += v + print(v) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + WORKIQ : + Size : 2 + 2.000e+00 2.000e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 110-111 + +Perform in-place multiplication. + +.. GENERATED FROM PYTHON SOURCE LINES 111-115 + +.. code-block:: default + + + v *= 2 + print(v) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + WORKIQ : + Size : 2 + 4.000e+00 4.000e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 116-117 + +Perform another in-place multiplication. + +.. GENERATED FROM PYTHON SOURCE LINES 117-122 + +.. code-block:: default + + + v /= 2.0 + print(v) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + WORKIQ : + Size : 2 + 2.000e+00 2.000e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 123-126 + +Working with dense matrices +~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Allocate two dense matrices with random values. + +.. GENERATED FROM PYTHON SOURCE LINES 126-131 + +.. code-block:: default + + + m1 = mm.rand(4, 5) + m2 = mm.ones(4, 5) + m1, m2 + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + (AnsMath dense matrix (4, 5, AnsMath dense matrix (4, 5) + + + +.. GENERATED FROM PYTHON SOURCE LINES 132-133 + +Add these 2 dense matrices and then scale the result matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 133-140 + +.. code-block:: default + + + m3 = m1 + m2 + print(m3) + + m3 *= 2 + print(m3) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + BRNMWE: + [1,1]: 1.417e+00 [1,2]: 1.000e+00 [1,3]: 1.147e+00 [1,4]: 1.186e+00 [1,5]: 1.397e+00 + [2,1]: 1.997e+00 [2,2]: 1.128e+00 [2,3]: 1.236e+00 [2,4]: 1.388e+00 [2,5]: 1.936e+00 + [3,1]: 1.720e+00 [3,2]: 1.302e+00 [3,3]: 1.092e+00 [3,4]: 1.346e+00 [3,5]: 1.539e+00 + [4,1]: 1.933e+00 [4,2]: 1.999e+00 [4,3]: 1.397e+00 [4,4]: 1.670e+00 [4,5]: 1.846e+00 + BRNMWE: + [1,1]: 2.834e+00 [1,2]: 2.000e+00 [1,3]: 2.294e+00 [1,4]: 2.373e+00 [1,5]: 2.794e+00 + [2,1]: 3.994e+00 [2,2]: 2.256e+00 [2,3]: 2.472e+00 [2,4]: 2.776e+00 [2,5]: 3.871e+00 + [3,1]: 3.441e+00 [3,2]: 2.605e+00 [3,3]: 2.185e+00 [3,4]: 2.691e+00 [3,5]: 3.078e+00 + [4,1]: 3.865e+00 [4,2]: 3.998e+00 [4,3]: 2.793e+00 [4,4]: 3.339e+00 [4,5]: 3.693e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 141-142 + +Transpose a matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 142-147 + +.. code-block:: default + + + m4 = m3.T + print(m4) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + OVNVEY: + [1,1]: 2.834e+00 [1,2]: 3.994e+00 [1,3]: 3.441e+00 [1,4]: 3.865e+00 + [2,1]: 2.000e+00 [2,2]: 2.256e+00 [2,3]: 2.605e+00 [2,4]: 3.998e+00 + [3,1]: 2.294e+00 [3,2]: 2.472e+00 [3,3]: 2.185e+00 [3,4]: 2.793e+00 + [4,1]: 2.373e+00 [4,2]: 2.776e+00 [4,3]: 2.691e+00 [4,4]: 3.339e+00 + [5,1]: 2.794e+00 [5,2]: 3.871e+00 [5,3]: 3.078e+00 [5,4]: 3.693e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 148-149 + +As for vectors, methods are available as an alternative to operators. + +.. GENERATED FROM PYTHON SOURCE LINES 149-154 + +.. code-block:: default + + + m3 = mm.add(m1, m2) + print(m3) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + LFQLRI: + [1,1]: 1.417e+00 [1,2]: 1.000e+00 [1,3]: 1.147e+00 [1,4]: 1.186e+00 [1,5]: 1.397e+00 + [2,1]: 1.997e+00 [2,2]: 1.128e+00 [2,3]: 1.236e+00 [2,4]: 1.388e+00 [2,5]: 1.936e+00 + [3,1]: 1.720e+00 [3,2]: 1.302e+00 [3,3]: 1.092e+00 [3,4]: 1.346e+00 [3,5]: 1.539e+00 + [4,1]: 1.933e+00 [4,2]: 1.999e+00 [4,3]: 1.397e+00 [4,4]: 1.670e+00 [4,5]: 1.846e+00 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 155-156 + +Compute a matrix vector multiplication. + +.. GENERATED FROM PYTHON SOURCE LINES 156-160 + +.. code-block:: default + + + mw = m3.dot(m4) + print(mw) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + AHQVBY: + [1,1]: 1.536e+01 [1,2]: 1.945e+01 [1,3]: 1.748e+01 [1,4]: 2.180e+01 + [2,1]: 1.945e+01 [2,2]: 2.492e+01 [2,3]: 2.220e+01 [2,4]: 2.746e+01 + [3,1]: 1.748e+01 [3,2]: 2.220e+01 [3,3]: 2.005e+01 [3,4]: 2.508e+01 + [4,1]: 2.180e+01 [4,2]: 2.746e+01 [4,3]: 2.508e+01 [4,4]: 3.176e+01 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 161-166 + +AnsMath matrices can be identified by printing, viewing their types, or +using the ``__repr__`` method by simply typing out the variable. + +Here is an example with an AnsMath matrix. + + +.. GENERATED FROM PYTHON SOURCE LINES 166-171 + +.. code-block:: default + + + type(m1) + print(m1) + m1 + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + QVVGYY: + [1,1]: 4.170e-01 [1,2]: 1.144e-04 [1,3]: 1.468e-01 [1,4]: 1.863e-01 [1,5]: 3.968e-01 + [2,1]: 9.972e-01 [2,2]: 1.281e-01 [2,3]: 2.361e-01 [2,4]: 3.879e-01 [2,5]: 9.355e-01 + [3,1]: 7.203e-01 [3,2]: 3.023e-01 [3,3]: 9.234e-02 [3,4]: 3.456e-01 [3,5]: 5.388e-01 + [4,1]: 9.326e-01 [4,2]: 9.990e-01 [4,3]: 3.966e-01 [4,4]: 6.697e-01 [4,5]: 8.463e-01 + + AnsMath dense matrix (4, 5 + + + +.. GENERATED FROM PYTHON SOURCE LINES 172-174 + +Here is an example with an AnsMath vector. + + +.. GENERATED FROM PYTHON SOURCE LINES 174-179 + +.. code-block:: default + + + type(w) + print(w) + w + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + FSEPUR : + Size : 2 + 4.170e-01 9.972e-01 + + AnsMath vector size 2 + + + +.. GENERATED FROM PYTHON SOURCE LINES 180-187 + +Use NumPy methods on AnsMath objects +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Regardless of the underlying AnsMath object type, you are generally +able to perform most NumPy or SciPy operations on these arrays. You +can do this in one of two ways. + +You can convert a matrix to a NumPy array. + +.. GENERATED FROM PYTHON SOURCE LINES 187-193 + +.. code-block:: default + + + apdl_mat = mm.rand(5, 5) + np_mat = apdl_mat.asarray() + print(np_mat) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [[4.17021999e-01 1.28124448e-01 9.23385957e-02 6.69746040e-01 + 4.19194519e-01] + [9.97184808e-01 3.02332568e-01 3.96580726e-01 3.96767469e-01 + 3.13273513e-01] + [7.20324489e-01 9.99040516e-01 1.86260211e-01 9.35539073e-01 + 6.85219501e-01] + [9.32557361e-01 1.46755893e-01 3.87910740e-01 5.38816732e-01 + 5.24548163e-01] + [1.14381197e-04 2.36088976e-01 3.45560725e-01 8.46310918e-01 + 2.04452249e-01]] + + + + +.. GENERATED FROM PYTHON SOURCE LINES 194-198 + +Alternatively, you can use NumPy to compute the maximum of the array. + +This works because PyAnsys Math copies over the matrix to the local +Python memory and then computes the maximum using NumPy. + +.. GENERATED FROM PYTHON SOURCE LINES 198-202 + +.. code-block:: default + + + print(np.max(apdl_mat)) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + 0.9990405155112967 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 203-206 + +While this works for most NumPy operations, keep in mind that +operations supported within PyAnsys Math (such as adding or +multiplying arrays) compute much faster because the data is not copied. + +.. GENERATED FROM PYTHON SOURCE LINES 206-211 + +.. code-block:: default + + + apdl_arr = mm.rand(5, 5) + np_array = apdl_mat.asarray() + print(np.allclose(apdl_mat, np_array)) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + True + + + + +.. GENERATED FROM PYTHON SOURCE LINES 212-215 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 215-217 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 0.260 seconds) + + +.. _sphx_glr_download_examples_basic_operations.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: basic_operations.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: basic_operations.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/eigen_solve.rst.txt b/version/0.1/_sources/examples/eigen_solve.rst.txt new file mode 100644 index 00000000..5c384dfd --- /dev/null +++ b/version/0.1/_sources/examples/eigen_solve.rst.txt @@ -0,0 +1,467 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/eigen_solve.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_eigen_solve.py: + + +.. _ref_pymath_eigen_solve: + +Use PyAnsys Math to solve eigenproblems +--------------------------------------- + +This example uses a verification manual input file, but you can use +your own sparse or dense matrices. + +.. GENERATED FROM PYTHON SOURCE LINES 12-15 + +Perform required imports and start PyAnsys +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Perform required imports. + +.. GENERATED FROM PYTHON SOURCE LINES 15-27 + +.. code-block:: default + + + import time + + from ansys.mapdl.core.examples import vmfiles + import matplotlib.pylab as plt + import numpy as np + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a service. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 28-32 + +Get matrices +~~~~~~~~~~~~ +Run the input file from Verification Manual 153 and then +get the stiff (``k``) and mass (``m``) matrices from the FULL file. + +.. GENERATED FROM PYTHON SOURCE LINES 32-39 + +.. code-block:: default + + + out = mm._mapdl.input(vmfiles["vm153"]) + fullfile = mm._mapdl.jobname + ".full" + k = mm.stiff(fname=fullfile) + m = mm.mass(fname=fullfile) + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 40-43 + +Display size of the matrices +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Display size of the ``k`` and ``m`` matrices. + +.. GENERATED FROM PYTHON SOURCE LINES 43-47 + +.. code-block:: default + + + print(m.shape) + print(k.shape) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + (126, 126) + (126, 126) + + + + +.. GENERATED FROM PYTHON SOURCE LINES 48-53 + +Allocate an array to store eigenshapes +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Allocate an array to store the eigenshapes, where ``nev``` is the number +of eigenvalues requested, + + +.. GENERATED FROM PYTHON SOURCE LINES 53-57 + +.. code-block:: default + + nev = 10 + a = mm.mat(k.nrow, nev) + a + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + AnsMath dense matrix (126, 10 + + + +.. GENERATED FROM PYTHON SOURCE LINES 58-65 + +Perform modal analysis +~~~~~~~~~~~~~~~~~~~~~~ +Perform the modal analysis. + +The algorithm is automatically chosen with respect to the properties +of the matrices (such as scalar, storage, or symmetry). + + +.. GENERATED FROM PYTHON SOURCE LINES 65-72 + +.. code-block:: default + + print("Calling PyAnsys Math to solve the eigenproblem...") + + t1 = time.time() + ev = mm.eigs(nev, k, m, phi=a) + print(f"Elapsed time to solve this problem: {time.time() - t1}") + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Calling PyAnsys Math to solve the eigenproblem... + Elapsed time to solve this problem: 0.03425407409667969 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 73-76 + +Print eigenfrequencies +~~~~~~~~~~~~~~~~~~~~~~ +Print the vector of eigenfrequencies. + +.. GENERATED FROM PYTHON SOURCE LINES 76-79 + +.. code-block:: default + + + print(ev) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + INMZEM : + Size : 10 + 3.381e+02 3.381e+02 6.266e+02 6.266e+02 9.283e+02 < 5 + 9.283e+02 1.250e+03 1.250e+03 1.424e+03 1.424e+03 < 10 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 80-86 + +Verify the accuracy of eigenresults +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Check the residual error for the first eigenresult: +:math:`R_1=||(K-\lambda_1.M).\phi_1||_2` + +First, compute :math:`\lambda_1 = \omega_1^2 = (2.\pi.f_1)^2` + +.. GENERATED FROM PYTHON SOURCE LINES 86-94 + +.. code-block:: default + + + # Eigenfrequency (Hz) + i = 0 + f = ev[0] + omega = 2 * np.pi * f + lam = omega * omega + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 95-97 + +Then get the first eigenshape :math:`\phi_1` and compute both +:math:`K.\phi_1` and :math:`M.\phi_1`. + +.. GENERATED FROM PYTHON SOURCE LINES 97-108 + +.. code-block:: default + + + # shape + phi = a[0] + + # APDL command: *MULT,K,,Phi,,KPhi + kphi = k.dot(phi) + + # APDL command: *MULT,M,,Phi,,MPhi + mphi = m.dot(phi) + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 109-111 + +Next, compute the :math:`||K.\phi_1||_2` quantity and normalize the +residual value. + +.. GENERATED FROM PYTHON SOURCE LINES 111-120 + +.. code-block:: default + + + # APDL command: *MULT,K,,Phi,,KPhi + kphi = k.dot(phi) + + + # APDL command: *NRM,KPhi,NRM2,KPhiNrm + kphinrm = kphi.norm() + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 121-124 + +Add these two vectors, using the :math:`\lambda_1` scalar +factor, and compute the normalized residual value: +:math:`\frac{R_1}{||K.\phi_1||_2}` + +.. GENERATED FROM PYTHON SOURCE LINES 124-133 + +.. code-block:: default + + + # APDL command: *AXPY,-lambda,,MPhi,1,,KPhi + mphi *= lam + kphi -= mphi + + # Compute residual + res = kphi.norm() / kphinrm + print(res) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + 3.503338761293556e-11 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 134-135 + +Compute this residual for all eigenmodes + +.. GENERATED FROM PYTHON SOURCE LINES 135-175 + +.. code-block:: default + + + + def get_res(i): + """Compute the residual for a given eigenmode.""" + # Eigenfrequency (Hz) + f = ev[i] + + # omega = 2.pi.Frequency + omega = 2 * np.pi * f + + # lambda = omega^2 + lam = omega * omega + + # i-th eigenshape + phi = a[i] + + # K.Phi + kphi = k.dot(phi) + + # M.Phi + mphi = m.dot(phi) + + # Normalize scalar value + kphinrm = kphi.norm() + + # (K-\lambda.M).Phi + mphi *= lam + kphi -= mphi + + # Return the residual + return kphi.norm() / kphinrm + + + pymath_acc = np.zeros(nev) + + for i in range(nev): + f = ev[i] + pymath_acc[i] = get_res(i) + print(f"[{i}] : Freq = {f}\t - Residual = {pymath_acc[i]}") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [0] : Freq = 338.0666635506364 - Residual = 3.503338761293556e-11 + [1] : Freq = 338.06666355063646 - Residual = 5.095765571157227e-11 + [2] : Freq = 626.6450980927036 - Residual = 1.7852148894677666e-11 + [3] : Freq = 626.645098092704 - Residual = 2.17372918531887e-11 + [4] : Freq = 928.2598500574518 - Residual = 1.72025442075496e-11 + [5] : Freq = 928.2598500574528 - Residual = 6.747910207805831e-12 + [6] : Freq = 1249.8421074363514 - Residual = 2.815524037478371e-11 + [7] : Freq = 1249.8421074363525 - Residual = 7.546271373844357e-12 + [8] : Freq = 1423.993890941669 - Residual = 4.5372004789272195e-10 + [9] : Freq = 1423.9938909416699 - Residual = 1.2160010951553228e-09 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 176-179 + +Plot accuracy of eigenresults +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Plot tahe accuracy of the eigenresults. + +.. GENERATED FROM PYTHON SOURCE LINES 179-191 + +.. code-block:: default + + + fig = plt.figure(figsize=(12, 10)) + ax = plt.axes() + x = np.linspace(1, nev, nev) + plt.title("PyAnsys Math Residual Error (%)") + plt.yscale("log") + plt.ylim([10e-13, 10e-7]) + plt.xlabel("Frequency #") + plt.ylabel("Errors (%)") + ax.bar(x, pymath_acc, label="PyAnsys Math Results", color="orange") + plt.show() + + + + +.. image-sg:: /examples/images/sphx_glr_eigen_solve_001.png + :alt: PyAnsys Math Residual Error (%) + :srcset: /examples/images/sphx_glr_eigen_solve_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 192-195 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 195-197 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 1.100 seconds) + + +.. _sphx_glr_download_examples_eigen_solve.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: eigen_solve.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: eigen_solve.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/index.rst.txt b/version/0.1/_sources/examples/index.rst.txt new file mode 100644 index 00000000..9306ffcc --- /dev/null +++ b/version/0.1/_sources/examples/index.rst.txt @@ -0,0 +1,156 @@ +:orphan: + +.. _ref_pymath_examples: + +Examples +======== +These examples show how you use the PyAnsys Math library. + + +.. raw:: html + +
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_ansys-math_vs_scipy_thumb.png + :alt: + + :ref:`sphx_glr_examples_ansys-math_vs_scipy.py` + +.. raw:: html + +
Compute Eigenvalues using PyAnsys Math and SciPy
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_basic_operations_thumb.png + :alt: + + :ref:`sphx_glr_examples_basic_operations.py` + +.. raw:: html + +
PyAnsys Math basic operations
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_eigen_solve_thumb.png + :alt: + + :ref:`sphx_glr_examples_eigen_solve.py` + +.. raw:: html + +
Use PyAnsys Math to solve eigenproblems
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_scipy_sparse_matrix_thumb.png + :alt: + + :ref:`sphx_glr_examples_scipy_sparse_matrix.py` + +.. raw:: html + +
AnsMath sparse matrices and SciPy sparse matrices
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_solve_dense_matrix_thumb.png + :alt: + + :ref:`sphx_glr_examples_solve_dense_matrix.py` + +.. raw:: html + +
Use PyAnsys Math to solve a dense matrix linear system
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_solve_sparse_matrix_thumb.png + :alt: + + :ref:`sphx_glr_examples_solve_sparse_matrix.py` + +.. raw:: html + +
Perform sparse factorization and solve operations
+
+ + +.. raw:: html + +
+ +.. only:: html + + .. image:: /examples/images/thumb/sphx_glr_use_numpy_arrays_thumb.png + :alt: + + :ref:`sphx_glr_examples_use_numpy_arrays.py` + +.. raw:: html + +
Manipulate AnsMath vectors or dense matrices as NumPy arrays
+
+ + +.. raw:: html + +
+ + +.. toctree:: + :hidden: + + /examples/ansys-math_vs_scipy + /examples/basic_operations + /examples/eigen_solve + /examples/scipy_sparse_matrix + /examples/solve_dense_matrix + /examples/solve_sparse_matrix + /examples/use_numpy_arrays + + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/scipy_sparse_matrix.rst.txt b/version/0.1/_sources/examples/scipy_sparse_matrix.rst.txt new file mode 100644 index 00000000..cd825ea5 --- /dev/null +++ b/version/0.1/_sources/examples/scipy_sparse_matrix.rst.txt @@ -0,0 +1,329 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/scipy_sparse_matrix.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_scipy_sparse_matrix.py: + + +AnsMath sparse matrices and SciPy sparse matrices +------------------------------------------------- + +This example shows how to get AnsMath sparse matrices into SciPy +sparse matrices. + +.. GENERATED FROM PYTHON SOURCE LINES 10-13 + +Perform required imports and start PyAnsys +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Perform required imports. + +.. GENERATED FROM PYTHON SOURCE LINES 13-22 + +.. code-block:: default + + + from ansys.mapdl.core.examples import vmfiles + import matplotlib.pylab as plt + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a service. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 23-27 + +Get matrices +~~~~~~~~~~~~ +Run the input file from Verification Manual 153 and then +get the stiff (``k``) matrix from the FULL file. + +.. GENERATED FROM PYTHON SOURCE LINES 27-32 + +.. code-block:: default + + + out = mm._mapdl.input(vmfiles["vm153"]) + fullfile = mm._mapdl.jobname + ".full" + k = mm.stiff(fname=fullfile) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 33-37 + +Copy AnsMath sparse matrix to SciPy CSR matrix and plot +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Copy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the +graph of the sparse matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 37-44 + +.. code-block:: default + + + pk = k.asarray() + plt.spy(pk, color="orange", markersize=3) + plt.title("AnsMath sparse matrix") + plt.show() + + + + + +.. image-sg:: /examples/images/sphx_glr_scipy_sparse_matrix_001.png + :alt: AnsMath sparse matrix + :srcset: /examples/images/sphx_glr_scipy_sparse_matrix_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 45-56 + +Access vectors +~~~~~~~~~~~~~~ +You can access the three vectors that describe this sparse matrix with: + +- ``pk.data`` +- ``pk.indices`` +- ``pk.indptr`` + +For more information, see SciPy's class description for the +`CSR (compressed sparse row) matrix +`_. + +.. GENERATED FROM PYTHON SOURCE LINES 56-62 + +.. code-block:: default + + + print(pk.data[:10]) + print(pk.indices[:10]) + print(pk.indptr[:10]) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [ 0.57249304 0.56369167 -0.28624652 -0.28184583 -0.24789676 -0.24408565 + -0.14312326 -0.14092292 0.77576289 -0.37033122] + [ 0 1 4 7 10 13 73 76 1 4] + [ 0 8 19 31 42 49 55 60 63 71] + + + + +.. GENERATED FROM PYTHON SOURCE LINES 63-70 + +Create AnsMath sparse matrix from SciPy sparse CSR matrix +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Create an AnsMath sparse matrix from a SciPy sparse CSR matrix. +Then, transfer the SciPy CSR matrix back to PyAnsys Math. + +While this code uses a matrix that was originally within MAPDL, you can +load any CSR matrix into PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 70-74 + +.. code-block:: default + + + my_mat = mm.matrix(pk, "my_mat", triu=True) + my_mat + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + AnsMath sparse matrix (126, 126) + + + +.. GENERATED FROM PYTHON SOURCE LINES 75-77 + +Check that the matrices ``k`` and ``my_mat`` are exactly the sames. The +norm of the difference should be zero. + +.. GENERATED FROM PYTHON SOURCE LINES 77-82 + +.. code-block:: default + + + msub = k - my_mat + mm.norm(msub) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 0.0 + + + +.. GENERATED FROM PYTHON SOURCE LINES 83-95 + +Print CSR representation in PyAnsys Math +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Printing the list of objects for the CSR representation in the PyAnsys Math +space finds these objects: + +- Two SMAT objects, corresponding to the ``k``, ``MSub`` matrices, + with encrypted names. +- The ``my_mat`` SMAT object. Its size is zero because the three + vectors are stored separately. +- The three vectors of the CSR ``my_mat`` structure: ``MY_MAT_PTR``, + ``MY_MAT_IND``, and ``MY_MAT_DATA``. + +.. GENERATED FROM PYTHON SOURCE LINES 95-99 + +.. code-block:: default + + + mm.status() + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + APDLMATH PARAMETER STATUS- ( 6 PARAMETERS DEFINED) + + Name Type Mem. (MB) Dims Workspace + + KHIOLJ SMAT 0.011 [126:126] 1 + MY_MAT SMAT 0.000 [126:126] 1 + RAYSCY SMAT 0.011 [126:126] 1 + MY_MAT_DATA VEC 0.006 738 1 + MY_MAT_IND VEC 0.001 127 1 + MY_MAT_PTR VEC 0.003 738 1 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 100-105 + +Access ID of Python object +~~~~~~~~~~~~~~~~~~~~~~~~~~ + +To determine which PyAnsys Math object corresponds to which Python object, +access the ``id`` property of the Python object. + +.. GENERATED FROM PYTHON SOURCE LINES 105-111 + +.. code-block:: default + + + print("name(k)=" + k.id) + print("name(my_mat)=" + my_mat.id) + print("name(msub)=" + msub.id) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + name(k)=RAYSCY + name(my_mat)=my_mat + name(msub)=KHIOLJ + + + + +.. GENERATED FROM PYTHON SOURCE LINES 112-115 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 115-117 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 0.530 seconds) + + +.. _sphx_glr_download_examples_scipy_sparse_matrix.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: scipy_sparse_matrix.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: scipy_sparse_matrix.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/sg_execution_times.rst.txt b/version/0.1/_sources/examples/sg_execution_times.rst.txt new file mode 100644 index 00000000..102906fb --- /dev/null +++ b/version/0.1/_sources/examples/sg_execution_times.rst.txt @@ -0,0 +1,25 @@ + +:orphan: + +.. _sphx_glr_examples_sg_execution_times: + + +Computation times +================= +**00:11.925** total execution time for **examples** files: + ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_ansys-math_vs_scipy.py` (``ansys-math_vs_scipy.py``) | 00:08.773 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_eigen_solve.py` (``eigen_solve.py``) | 00:01.100 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_scipy_sparse_matrix.py` (``scipy_sparse_matrix.py``) | 00:00.530 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_solve_sparse_matrix.py` (``solve_sparse_matrix.py``) | 00:00.517 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_solve_dense_matrix.py` (``solve_dense_matrix.py``) | 00:00.488 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_basic_operations.py` (``basic_operations.py``) | 00:00.260 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ +| :ref:`sphx_glr_examples_use_numpy_arrays.py` (``use_numpy_arrays.py``) | 00:00.259 | 0.0 MB | ++------------------------------------------------------------------------------+-----------+--------+ diff --git a/version/0.1/_sources/examples/solve_dense_matrix.rst.txt b/version/0.1/_sources/examples/solve_dense_matrix.rst.txt new file mode 100644 index 00000000..8d3dc04a --- /dev/null +++ b/version/0.1/_sources/examples/solve_dense_matrix.rst.txt @@ -0,0 +1,297 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/solve_dense_matrix.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_solve_dense_matrix.py: + + +Use PyAnsys Math to solve a dense matrix linear system +------------------------------------------------------ +This example shows how to use PyAnsys Math to solve a dense matrix linear system. + +.. GENERATED FROM PYTHON SOURCE LINES 7-21 + +.. code-block:: default + + # Perform required imports and start PyAnsys + # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + # Perform required imports. + + import time + + import matplotlib.pyplot as plt + import numpy.linalg as npl + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a server. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 22-25 + +Allocate dense matrix +~~~~~~~~~~~~~~~~~~~~~ +Allocate a dense matrix in the MAPDL workspace. + +.. GENERATED FROM PYTHON SOURCE LINES 25-32 + +.. code-block:: default + + + mm._mapdl.clear() + dim = 1000 + a = mm.rand(dim, dim) + b = mm.rand(dim) + x = mm.zeros(dim) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 33-38 + +Copy matrices as NumPy arrays +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Copy the matrices as NumPy arrays before they are modified by +a factorization call. + + +.. GENERATED FROM PYTHON SOURCE LINES 38-41 + +.. code-block:: default + + a_py = a.asarray() + b_py = b.asarray() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 42-46 + +Solve using PyAnsys Math +~~~~~~~~~~~~~~~~~~~~~~~~ +Solve the dense matrix linear system using PyAnsys Math. + + +.. GENERATED FROM PYTHON SOURCE LINES 46-55 + +.. code-block:: default + + print(f"Solving a ({dim} x {dim}) dense linear system using PyAnsys Math...") + + t1 = time.time() + s = mm.factorize(a) + x = s.solve(b, x) + t2 = time.time() + pymath_time = t2 - t1 + print(f"Elapsed time to solve the linear system using PyAnsys Math: {pymath_time} seconds") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Solving a (1000 x 1000) dense linear system using PyAnsys Math... + Elapsed time to solve the linear system using PyAnsys Math: 0.017893075942993164 seconds + + + + +.. GENERATED FROM PYTHON SOURCE LINES 56-59 + +Get norm of solution +~~~~~~~~~~~~~~~~~~~~ +Get the norm of the PyAnsys Math solution. + +.. GENERATED FROM PYTHON SOURCE LINES 59-62 + +.. code-block:: default + + mm.norm(x) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 1.0000000000000016 + + + +.. GENERATED FROM PYTHON SOURCE LINES 63-67 + +Solve using NumPy +~~~~~~~~~~~~~~~~~ +Solve the dense matrix linear system using NumPy. + + +.. GENERATED FROM PYTHON SOURCE LINES 67-75 + +.. code-block:: default + + print(f"Solving a ({dim} x {dim}) dense linear system using NumPy...") + + t1 = time.time() + x_py = npl.solve(a_py, b_py) + t2 = time.time() + numpy_time = t2 - t1 + print(f"Elapsed time to solve the linear system using NumPy: {numpy_time} seconds") + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Solving a (1000 x 1000) dense linear system using NumPy... + Elapsed time to solve the linear system using NumPy: 0.0689537525177002 seconds + + + + +.. GENERATED FROM PYTHON SOURCE LINES 76-81 + +Plot elapsed times +~~~~~~~~~~~~~~~~~~~ +Plot the elapsed times for PyAnsys Math and Numpy to solve the dense +matrix linear system. + + +.. GENERATED FROM PYTHON SOURCE LINES 81-92 + +.. code-block:: default + + max_time = max(pymath_time, numpy_time) + fig = plt.figure(figsize=(12, 10)) + ax = plt.axes() + x = ["PyAnsys Math", "NumPy"] + y = [pymath_time, numpy_time] + plt.title("Elapsed time to solve the linear system") + plt.ylim([0, max_time + 0.2 * max_time]) + plt.ylabel("Elapsed time (s)") + ax.bar(x, y, color="orange") + plt.show() + + + + +.. image-sg:: /examples/images/sphx_glr_solve_dense_matrix_001.png + :alt: Elapsed time to solve the linear system + :srcset: /examples/images/sphx_glr_solve_dense_matrix_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 93-96 + +Get norm of solution +~~~~~~~~~~~~~~~~~~~~ +Get the norm of the NumPy solution. + +.. GENERATED FROM PYTHON SOURCE LINES 96-99 + +.. code-block:: default + + + npl.norm(x_py) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 0.9999999999999987 + + + +.. GENERATED FROM PYTHON SOURCE LINES 100-103 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 103-105 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 0.488 seconds) + + +.. _sphx_glr_download_examples_solve_dense_matrix.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: solve_dense_matrix.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: solve_dense_matrix.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/solve_sparse_matrix.rst.txt b/version/0.1/_sources/examples/solve_sparse_matrix.rst.txt new file mode 100644 index 00000000..51b0f6c4 --- /dev/null +++ b/version/0.1/_sources/examples/solve_sparse_matrix.rst.txt @@ -0,0 +1,434 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/solve_sparse_matrix.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_solve_sparse_matrix.py: + + +Perform sparse factorization and solve operations +------------------------------------------------- + +Using PyAnsys Math, you can solve linear systems of equations +based on sparse or dense matrices. + +.. GENERATED FROM PYTHON SOURCE LINES 9-21 + +.. code-block:: default + + # Perform required imports and start PyAnsys + # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + # Perform required imports. + + from ansys.mapdl.core.examples import vmfiles + import matplotlib.pyplot as plt + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a server. + mm = pymath.AnsMath() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 22-30 + +Factorize and solve sparse linear systems +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Run a MAPDL solve to create a Full file. This code +uses a model from the official verification manual. + +After a solve command, the ``FULL`` file contains the assembled stiffness +matrix, mass matrix, and load vector. + + +.. GENERATED FROM PYTHON SOURCE LINES 30-32 + +.. code-block:: default + + out = mm._mapdl.input(vmfiles["vm152"]) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 33-37 + +List files in current directory +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +List the files in current directory. + + +.. GENERATED FROM PYTHON SOURCE LINES 37-39 + +.. code-block:: default + + mm._mapdl.list_files() + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + ['SCRATCH', 'TABLE_1', '__tmp_sys_out_abgpiltqiu__', 'anaconda-post.log', 'anstmp', 'ansys_inc', 'bin', 'dev', 'etc', 'file.DSP', 'file.emat', 'file.err', 'file.esav', 'file.full', 'file.ldhi', 'file.log', 'file.mlv', 'file.mntr', 'file.mode', 'file.page', 'file.r001', 'file.rdb', 'file.rst', 'file.rstp', 'file.stat', 'file000.jpg', 'file001.jpg', 'file002.jpg', 'file003.jpg', 'file004.jpg', 'home', 'lib', 'lib64', 'media', 'mnt', 'opt', 'proc', 'root', 'run', 'sbin', 'srv', 'sys', 'tmp', 'usr', 'var', 'vm152.vrt', 'vm153.vrt'] + + + +.. GENERATED FROM PYTHON SOURCE LINES 40-49 + +Extract stiffness matrix +~~~~~~~~~~~~~~~~~~~~~~~~ +Extract the stiffness matrix from the FULL file in a sparse +matrix format. For help on the ``stiff`` function, use the +``help(mm.stiff)`` command. + +Print dimensions of sparse matrix +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Print the dimensions of the sparse matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 49-54 + +.. code-block:: default + + + fullfile = mm._mapdl.jobname + ".full" + k = mm.stiff(fname=fullfile, name="K") + k + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + AnsMath sparse matrix (27, 27) + + + +.. GENERATED FROM PYTHON SOURCE LINES 55-59 + +Copy AnsMath sparse matrix to SciPy CSR matrix and plot +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Copy the AnsMath sparse matrix to a SciPy CSR matrix. Then, plot the +graph of the sparse matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 59-65 + +.. code-block:: default + + + pk = k.asarray() + plt.spy(pk, color="orange", markersize=3) + plt.title("AnsMath sparse matrix") + plt.show() + + + + +.. image-sg:: /examples/images/sphx_glr_solve_sparse_matrix_001.png + :alt: AnsMath sparse matrix + :srcset: /examples/images/sphx_glr_solve_sparse_matrix_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 66-69 + +Get a copy of sparse matrix as a NumPy array +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Get a copy of the ``k`` sparse matrix as a NumPy array + +.. GENERATED FROM PYTHON SOURCE LINES 69-73 + +.. code-block:: default + + + ky = k.asarray() + ky + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + <27x27 sparse matrix of type '' + with 77 stored elements in Compressed Sparse Row format> + + + +.. GENERATED FROM PYTHON SOURCE LINES 74-78 + +Extract load vector from FULL file and print norm +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Extract the load vector from the FULL file and print the norm of this +vector. + +.. GENERATED FROM PYTHON SOURCE LINES 78-81 + +.. code-block:: default + + b = mm.rhs(fname=fullfile, name="B") + b.norm() + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 0.12181823800246586 + + + +.. GENERATED FROM PYTHON SOURCE LINES 82-85 + +Get a copy of load vector as a NumPy array +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Get a copy of the load vector as a NumPy array. + +.. GENERATED FROM PYTHON SOURCE LINES 85-88 + +.. code-block:: default + + + by = b.asarray() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 89-93 + +Factorize stiffness matrix +~~~~~~~~~~~~~~~~~~~~~~~~~~ +Factorize the stiffness matrix using PyAnsys Math. + + +.. GENERATED FROM PYTHON SOURCE LINES 93-95 + +.. code-block:: default + + s = mm.factorize(k) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 96-99 + +Solve linear system +~~~~~~~~~~~~~~~~~~~ +Solve the linear system. + +.. GENERATED FROM PYTHON SOURCE LINES 99-102 + +.. code-block:: default + + + x = s.solve(b) + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 103-106 + +Print norm** of solution vector +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Print the norm of the solution vector. + +.. GENERATED FROM PYTHON SOURCE LINES 106-109 + +.. code-block:: default + + + x.norm() + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + + 7.774533362578086e-06 + + + +.. GENERATED FROM PYTHON SOURCE LINES 110-114 + +Check accuracy of solution +~~~~~~~~~~~~~~~~~~~~~~~~~~ +Check the accuracy of the solution by verifying that +:math:`KX - B = 0`. + +.. GENERATED FROM PYTHON SOURCE LINES 114-119 + +.. code-block:: default + + + kx = k.dot(x) + kx -= b + print("Residual error:", kx.norm() / b.norm()) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + Residual error: 5.251548690945302e-16 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 120-123 + +Get a summary of allocated objects +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Get a summary of all allocated AnsMath objects. + +.. GENERATED FROM PYTHON SOURCE LINES 123-126 + +.. code-block:: default + + + mm.status() + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + APDLMATH PARAMETER STATUS- ( 5 PARAMETERS DEFINED) + + Name Type Mem. (MB) Dims Workspace + + K SMAT 0.001 [27:27] 1 + B VEC 0.000 27 1 + GRZBWU VEC 0.000 27 1 + HQDHLV VEC 0.000 27 1 + GPVMBQ LSENGINE -- -- 1 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 127-130 + +Delete all AnsMath objects +~~~~~~~~~~~~~~~~~~~~~~~~~~ +Delete all AnsMath objects. + +.. GENERATED FROM PYTHON SOURCE LINES 130-133 + +.. code-block:: default + + + mm.free() + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 134-137 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 137-139 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 0.517 seconds) + + +.. _sphx_glr_download_examples_solve_sparse_matrix.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: solve_sparse_matrix.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: solve_sparse_matrix.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/examples/use_numpy_arrays.rst.txt b/version/0.1/_sources/examples/use_numpy_arrays.rst.txt new file mode 100644 index 00000000..ae68f68d --- /dev/null +++ b/version/0.1/_sources/examples/use_numpy_arrays.rst.txt @@ -0,0 +1,422 @@ + +.. DO NOT EDIT. +.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. +.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: +.. "examples/use_numpy_arrays.py" +.. LINE NUMBERS ARE GIVEN BELOW. + +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + + :ref:`Go to the end ` + to download the full example code + +.. rst-class:: sphx-glr-example-title + +.. _sphx_glr_examples_use_numpy_arrays.py: + + +Manipulate AnsMath vectors or dense matrices as NumPy arrays +------------------------------------------------------------ +This example demonstrates how to use NumPy arrays to exchange data between PyAnsys Math +and Python. + +.. note:: + This example requires Ansys 2021 R2 or later. + +.. GENERATED FROM PYTHON SOURCE LINES 11-24 + +.. code-block:: default + + # Perform required imports and start PyAnsys + # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + # Perform required imports. + + import matplotlib.pyplot as plt + import numpy as np + + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a server. + mm = pymath.AnsMath() + + + + + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 25-28 + +Convert AnsMath vector into NumPy array +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Allocate an AnsMath vector with 10 doubles. + +.. GENERATED FROM PYTHON SOURCE LINES 28-32 + +.. code-block:: default + + + apdl_vec = mm.ones(10) + print(apdl_vec) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + HIZRNK : + Size : 10 + 1.000e+00 1.000e+00 1.000e+00 1.000e+00 1.000e+00 < 5 + 1.000e+00 1.000e+00 1.000e+00 1.000e+00 1.000e+00 < 10 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 33-37 + +Create a NumPy array from this AnsMath vector. + +Note that these are two separate objects. Memory is +duplicated. Modifying one object does not modify its clone. + +.. GENERATED FROM PYTHON SOURCE LINES 37-42 + +.. code-block:: default + + + pv = apdl_vec.asarray() + print(pv) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [1. 1. 1. 1. 1. 1. 1. 1. 1. 1.] + + + + +.. GENERATED FROM PYTHON SOURCE LINES 43-45 + +You can manipulate this NumPy array with all existing NumPy +features. + +.. GENERATED FROM PYTHON SOURCE LINES 45-50 + +.. code-block:: default + + + pv = (pv + 1) ** 2 + print(pv) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + [4. 4. 4. 4. 4. 4. 4. 4. 4. 4.] + + + + +.. GENERATED FROM PYTHON SOURCE LINES 51-53 + +Alternatively, the AnsMath object can be operated on directly with +using NumPy methods. + +.. GENERATED FROM PYTHON SOURCE LINES 53-57 + +.. code-block:: default + + + print(np.max(apdl_vec)) + print(np.linalg.norm(apdl_vec)) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + 1.0 + 3.1622776601683795 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 58-62 + +Note that some methods have APDL corollaries, and these methods are +more efficient if performed within PyAnsys Math. + +For example, the norm method can be performed within PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 62-64 + +.. code-block:: default + + print(apdl_vec.norm(), np.linalg.norm(apdl_vec)) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + 3.1622776601683795 3.1622776601683795 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 65-69 + +Copy NumPy array to an AnsMath vector +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +You can push back any NumPy vector or 2D array to PyAnsys Math. This +creates a new AnsMath vector, which in this case is named ``"NewVec:``. + +.. GENERATED FROM PYTHON SOURCE LINES 69-73 + +.. code-block:: default + + + mm.set_vec(pv, "NewVec") + print(mm.status()) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + APDLMATH PARAMETER STATUS- ( 2 PARAMETERS DEFINED) + + Name Type Mem. (MB) Dims Workspace + + HIZRNK VEC 0.000 10 1 + NEWVEC VEC 0.000 10 1 + None + + + + +.. GENERATED FROM PYTHON SOURCE LINES 74-77 + +Create a Python handle to this vector +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Create a Python handle to this vector by specifying its name. + +.. GENERATED FROM PYTHON SOURCE LINES 77-81 + +.. code-block:: default + + + v2 = mm.vec(name="NewVec") + print(v2) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + NEWVEC : + Size : 10 + 4.000e+00 4.000e+00 4.000e+00 4.000e+00 4.000e+00 < 5 + 4.000e+00 4.000e+00 4.000e+00 4.000e+00 4.000e+00 < 10 + + + + +.. GENERATED FROM PYTHON SOURCE LINES 82-87 + +Apply same features to dense arrays +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +You can apply the same features to dense APDL matrices and NumPy arrays. + +Allocate an AnsMath dense matrix. + +.. GENERATED FROM PYTHON SOURCE LINES 87-93 + +.. code-block:: default + + apdl_mat = mm.rand(3, 3) + plt.imshow(apdl_mat, cmap="YlOrBr") + plt.colorbar() + plt.title("AnsMath dense matrix") + plt.show() + + + + +.. image-sg:: /examples/images/sphx_glr_use_numpy_arrays_001.png + :alt: AnsMath dense matrix + :srcset: /examples/images/sphx_glr_use_numpy_arrays_001.png + :class: sphx-glr-single-img + + + + + +.. GENERATED FROM PYTHON SOURCE LINES 94-95 + +Convert the AnsMatch dense matrix to a NumPy array. + +.. GENERATED FROM PYTHON SOURCE LINES 95-102 + +.. code-block:: default + + + np_arr = apdl_mat.asarray() + + assert np.allclose(apdl_mat, np_arr) + print(apdl_mat) + print(np_arr) + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + DCSHBP: + [1,1]: 4.170e-01 [1,2]: 9.326e-01 [1,3]: 3.023e-01 + [2,1]: 9.972e-01 [2,2]: 1.144e-04 [2,3]: 9.990e-01 + [3,1]: 7.203e-01 [3,2]: 1.281e-01 [3,3]: 1.468e-01 + [[4.17021999e-01 9.32557361e-01 3.02332568e-01] + [9.97184808e-01 1.14381197e-04 9.99040516e-01] + [7.20324489e-01 1.28124448e-01 1.46755893e-01]] + + + + +.. GENERATED FROM PYTHON SOURCE LINES 103-104 + +Use the ``matrix`` method to load the NumPy array to APDL. + +.. GENERATED FROM PYTHON SOURCE LINES 104-113 + +.. code-block:: default + + + np_rand = np.random.random((4, 4)) + ans_mat = mm.matrix(np_rand) + + # Print the autogenerated name of this matrix. + + print(ans_mat.id) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + RQQUQD + + + + +.. GENERATED FROM PYTHON SOURCE LINES 114-115 + +Load this matrix from APDL and verify it is identical. + +.. GENERATED FROM PYTHON SOURCE LINES 115-119 + +.. code-block:: default + + from_ans = ans_mat.asarray() + print(np.allclose(from_ans, np_rand)) + + + + + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + True + + + + +.. GENERATED FROM PYTHON SOURCE LINES 120-123 + +Stop PyAnsys Math +~~~~~~~~~~~~~~~~~ +Stop PyAnsys Math. + +.. GENERATED FROM PYTHON SOURCE LINES 123-125 + +.. code-block:: default + + + mm._mapdl.exit() + + + + + + + + +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 0.259 seconds) + + +.. _sphx_glr_download_examples_use_numpy_arrays.py: + +.. only:: html + + .. container:: sphx-glr-footer sphx-glr-footer-example + + + + + .. container:: sphx-glr-download sphx-glr-download-python + + :download:`Download Python source code: use_numpy_arrays.py ` + + .. container:: sphx-glr-download sphx-glr-download-jupyter + + :download:`Download Jupyter notebook: use_numpy_arrays.ipynb ` + + +.. only:: html + + .. rst-class:: sphx-glr-signature + + `Gallery generated by Sphinx-Gallery `_ diff --git a/version/0.1/_sources/getting_started/index.rst.txt b/version/0.1/_sources/getting_started/index.rst.txt new file mode 100644 index 00000000..f1a42c26 --- /dev/null +++ b/version/0.1/_sources/getting_started/index.rst.txt @@ -0,0 +1,7 @@ +.. _ref_getting_started: + +Getting started +=============== + +.. include:: ../../../README.rst + :start-line: 32 \ No newline at end of file diff --git a/version/0.1/_sources/index.rst.txt b/version/0.1/_sources/index.rst.txt new file mode 100644 index 00000000..5ed73a67 --- /dev/null +++ b/version/0.1/_sources/index.rst.txt @@ -0,0 +1,98 @@ + +PyAnsys Math documentation +========================== + +Introduction +------------ + +PyAnsys Math aims to gather all mathematical calculation tools present +in Ansys software. + +This Python library allows you to access and manipulate large sparse matrices +and solve a variety of eigenproblems. It is presented in a similar manner to +the popular `NumPy `_ and `SciPy `_ libraries. + +The command set for PyAnsys Math is based on tools for manipulating large mathematical +matrices and vectors that provide access to standard linear algebra operations and the +powerful sparse linear solvers of Ansys Mechanical APDL (MAPDL), providing the ability +to solve eigenproblems. + +Python and MATLAB eigensolvers are based on the publicly available +LAPACK libraries and provide reasonable solve times for eigenproblems +with relatively small degrees of freedom (DOF), perhaps 100,000. +However, Ansys solvers are designed for the scale of hundreds of +millions of DOF, providing a variety of situations where you can +directly leverage Ansys high-performance solvers on a variety of +eigenproblems. Fortunately, you can leverage this without relearning +an entirely new language because PyAnsys Math is written in a similar manner +as the NumPy and SciPy libraries. For example, here is a comparison between +the NumPy and SciPy linear algebra solvers and the PyAnsys Math solver: + +.. table:: NumPy and SciPy versus PyAnsys Math implementations + + +--------------------------------------------+-----------------------------------+ + | NumPy and SciPy | PyAnsys Math | + +============================================+===================================+ + | .. code:: python3 | .. code:: python3 | + | | | + | k_py = k + sparse.triu(k, 1).T | k = mm.matrix(k_py, triu=True) | + | m_py = m + sparse.triu(m, 1).T | m = mm.matrix(m_py, triu=True) | + | n = 10 | n = 10 | + | ev = linalg.eigsh(k_py, k=neqv, M=m_py) | ev = mm.eigs(n, k, m) | + | | | + +--------------------------------------------+-----------------------------------+ + + +Background +---------- + +PyAnsys Math uses the MAPDL solver in the background. It is based on the +``launch_mapdl()`` method from PyMAPDL's `ansys-mapdl-core `_ +package. + +Because PyMAPDL is `gRPC `_-based, the MAPDL solver can function as +a server, ready to respond to connecting clients. With gRPC establishing +secure connections, a client app can directly call methods on a potentially +remote MAPDL instance as if it were a local object. The use of HTTP/2 makes +gRPC friendly to modern internet infrastructures. This, along with the use +of binary transmission formats, favors higher performance. + + +Quick code +---------- + +Here is a brief example of how you use PyAnsys Math: + +.. code:: python3 + + import ansys.math.core.math as pymath + + mm = pymath.AnsMath() + + u = mm.ones(5) + v = mm.rand(5) + w = u + v + + print(w) + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + UDWZKD : + Size : 5 + 1.417e+00 1.997e+00 1.720e+00 1.933e+00 1.000e+00 < 5 + + +For comprehensive PyAnsys Math examples, see :ref:`ref_pymath_examples`. + + +.. toctree:: + :hidden: + :maxdepth: 1 + + getting_started/index + user_guide/index + api/index + examples/index + contributing/index diff --git a/version/0.1/_sources/user_guide/arrays.rst.txt b/version/0.1/_sources/user_guide/arrays.rst.txt new file mode 100644 index 00000000..a57b120b --- /dev/null +++ b/version/0.1/_sources/user_guide/arrays.rst.txt @@ -0,0 +1,50 @@ + +Handling arrays between PyAnsys Math and Python +=============================================== + + +Sending arrays to PyAnsys Math +------------------------------ + +.. code:: python3 + + import numpy as np + import ansys.math.core.math as pymath + + # Start PyAnsys Math as a service. + mm = pymath.AnsMath() + + a = np.random.random((2, 3)) + a_pymath = mm.matrix(a, name="A") + + print(a_pymath) + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + A: + [1,1]: 4.018e-01 [1,2]: 4.635e-01 [1,3]: 3.682e-01 + [2,1]: 9.711e-01 [2,2]: 7.601e-02 [2,3]: 8.833e-01 + + + +Transfer a PyAnsys Math matrix to NumPy +--------------------------------------- + +.. code:: python3 + + a_python = a_pymath.asarray() + print((a == a_python).all()) + + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + True + + + + + diff --git a/version/0.1/_sources/user_guide/index.rst.txt b/version/0.1/_sources/user_guide/index.rst.txt new file mode 100644 index 00000000..12341342 --- /dev/null +++ b/version/0.1/_sources/user_guide/index.rst.txt @@ -0,0 +1,31 @@ +.. _ref_user_guide: + +User guide +========== + +Overview +-------- + +You can use the ``AnsMath()`` method to launch an instance of PyAnsys Math. + +.. code:: python3 + + import ansys.math.core.math as pymath + + # Start PyAnsys Math. + mm = pymath.AnsMath() + print(mm) + +.. rst-class:: sphx-glr-script-out + + .. code-block:: none + + APDLMATH PARAMETER STATUS- ( 0 PARAMETERS DEFINED) + + Name Type Mem. (MB) Dims Workspace + +.. toctree:: + :hidden: + :maxdepth: 1 + + arrays.rst \ No newline at end of file diff --git a/version/0.1/_static/404.rst b/version/0.1/_static/404.rst new file mode 100644 index 00000000..c5599198 --- /dev/null +++ b/version/0.1/_static/404.rst @@ -0,0 +1,6 @@ +Oops! +===== + +This is unexpected. 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margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} 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f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 + + + + diff --git a/version/0.1/_static/copybutton.css b/version/0.1/_static/copybutton.css new file mode 100644 index 00000000..f1916ec7 --- /dev/null +++ b/version/0.1/_static/copybutton.css @@ -0,0 +1,94 @@ +/* Copy buttons */ +button.copybtn { + position: absolute; + display: flex; + top: .3em; + right: .3em; + width: 1.7em; + height: 1.7em; + opacity: 0; + transition: opacity 0.3s, border .3s, background-color .3s; + user-select: none; + padding: 0; + border: none; + outline: none; + border-radius: 0.4em; + /* The colors that GitHub uses */ + border: #1b1f2426 1px solid; + background-color: #f6f8fa; + color: #57606a; +} + +button.copybtn.success { + border-color: #22863a; + color: #22863a; +} + +button.copybtn svg { + stroke: currentColor; + width: 1.5em; + height: 1.5em; + padding: 0.1em; +} + +div.highlight { + position: relative; +} + +/* Show the copybutton */ +.highlight:hover button.copybtn, button.copybtn.success { + opacity: 1; +} + +.highlight button.copybtn:hover { + background-color: rgb(235, 235, 235); +} + +.highlight button.copybtn:active { + background-color: rgb(187, 187, 187); +} + +/** + * A minimal CSS-only tooltip copied from: + * https://codepen.io/mildrenben/pen/rVBrpK + * + * To use, write HTML like the following: + * + *

Short

+ */ + .o-tooltip--left { + position: relative; + } + + .o-tooltip--left:after { + opacity: 0; + visibility: hidden; + position: absolute; + content: attr(data-tooltip); + padding: .2em; + font-size: .8em; + left: -.2em; + background: grey; + color: white; + white-space: nowrap; + z-index: 2; + border-radius: 2px; + transform: translateX(-102%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); +} + +.o-tooltip--left:hover:after { + display: block; + opacity: 1; + visibility: visible; + transform: translateX(-100%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); + transition-delay: .5s; +} + +/* By default the copy button shouldn't show up when printing a page */ +@media print { + button.copybtn { + display: none; + } +} diff --git a/version/0.1/_static/copybutton.js b/version/0.1/_static/copybutton.js new file mode 100644 index 00000000..8842ce3c --- /dev/null +++ b/version/0.1/_static/copybutton.js @@ -0,0 +1,248 @@ +// Localization support +const messages = { + 'en': { + 'copy': 'Copy', + 'copy_to_clipboard': 'Copy to clipboard', + 'copy_success': 'Copied!', + 'copy_failure': 'Failed to copy', + }, + 'es' : { + 'copy': 'Copiar', + 'copy_to_clipboard': 'Copiar al portapapeles', + 'copy_success': '¡Copiado!', + 'copy_failure': 'Error al copiar', + }, + 'de' : { + 'copy': 'Kopieren', + 'copy_to_clipboard': 'In die Zwischenablage kopieren', + 'copy_success': 'Kopiert!', + 'copy_failure': 'Fehler beim Kopieren', + }, + 'fr' : { + 'copy': 'Copier', + 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_success': 'Copié !', + 'copy_failure': 'Échec de la copie', + }, + 'ru': { + 'copy': 'Скопировать', + 'copy_to_clipboard': 'Скопировать в буфер', + 'copy_success': 'Скопировано!', + 'copy_failure': 'Не удалось скопировать', + }, + 'zh-CN': { + 'copy': '复制', + 'copy_to_clipboard': '复制到剪贴板', + 'copy_success': '复制成功!', + 'copy_failure': '复制失败', + }, + 'it' : { + 'copy': 'Copiare', + 'copy_to_clipboard': 'Copiato negli appunti', + 'copy_success': 'Copiato!', + 'copy_failure': 'Errore durante la copia', + } +} + +let locale = 'en' +if( document.documentElement.lang !== undefined + && messages[document.documentElement.lang] !== undefined ) { + locale = document.documentElement.lang +} + +let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; +if (doc_url_root == '#') { + doc_url_root = ''; +} + +/** + * SVG files for our copy buttons + */ +let iconCheck = ` + ${messages[locale]['copy_success']} + + +` + +// If the user specified their own SVG use that, otherwise use the default +let iconCopy = ``; +if (!iconCopy) { + iconCopy = ` + ${messages[locale]['copy_to_clipboard']} + + + +` +} + +/** + * Set up copy/paste for code blocks + */ + +const runWhenDOMLoaded = cb => { + if (document.readyState != 'loading') { + cb() + } else if (document.addEventListener) { + document.addEventListener('DOMContentLoaded', cb) + } else { + document.attachEvent('onreadystatechange', function() { + if (document.readyState == 'complete') cb() + }) + } +} + +const codeCellId = index => `codecell${index}` + +// Clears selected text since ClipboardJS will select the text when copying +const clearSelection = () => { + if (window.getSelection) { + window.getSelection().removeAllRanges() + } else if (document.selection) { + document.selection.empty() + } +} + +// Changes tooltip text for a moment, then changes it back +// We want the timeout of our `success` class to be a bit shorter than the +// tooltip and icon change, so that we can hide the icon before changing back. +var timeoutIcon = 2000; +var timeoutSuccessClass = 1500; + +const temporarilyChangeTooltip = (el, oldText, newText) => { + el.setAttribute('data-tooltip', newText) + el.classList.add('success') + // Remove success a little bit sooner than we change the tooltip + // So that we can use CSS to hide the copybutton first + setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) + setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) +} + +// Changes the copy button icon for two seconds, then changes it back +const temporarilyChangeIcon = (el) => { + el.innerHTML = iconCheck; + setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) +} + +const addCopyButtonToCodeCells = () => { + // If ClipboardJS hasn't loaded, wait a bit and try again. This + // happens because we load ClipboardJS asynchronously. + if (window.ClipboardJS === undefined) { + setTimeout(addCopyButtonToCodeCells, 250) + return + } + + // Add copybuttons to all of our code cells + const COPYBUTTON_SELECTOR = 'div.highlight pre'; + const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) + codeCells.forEach((codeCell, index) => { + const id = codeCellId(index) + codeCell.setAttribute('id', id) + + const clipboardButton = id => + `` + codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) + }) + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} + + +var copyTargetText = (trigger) => { + var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); + + // get filtered text + let exclude = '.linenos'; + + let text = filterText(target, exclude); + return formatCopyText(text, '>>> ?|\\.\\.\\. ', true, true, true, true, '', '') +} + + // Initialize with a callback so we can modify the text before copy + const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) + + // Update UI with error/success messages + clipboard.on('success', event => { + clearSelection() + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) + temporarilyChangeIcon(event.trigger) + }) + + clipboard.on('error', event => { + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) + }) +} + +runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/version/0.1/_static/copybutton_funcs.js b/version/0.1/_static/copybutton_funcs.js new file mode 100644 index 00000000..dbe1aaad --- /dev/null +++ b/version/0.1/_static/copybutton_funcs.js @@ -0,0 +1,73 @@ +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +export function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} diff --git a/version/0.1/_static/css/ansys_sphinx_theme.css b/version/0.1/_static/css/ansys_sphinx_theme.css new file mode 100644 index 00000000..ec40368d --- /dev/null +++ b/version/0.1/_static/css/ansys_sphinx_theme.css @@ -0,0 +1,1039 @@ +/* Provided by the Sphinx base theme template at build time */ + +@import "../basic.css"; +@import url("https://fonts.googleapis.com/css2?family=Lato:ital,wght@0,400;0,700;0,900;1,400;1,700;1,900&family=Open+Sans:ital,wght@0,400;0,600;1,400;1,600&display=swap"); +@import "../sg_gallery.css"; +@import "../design-style.4045f2051d55cab465a707391d5b2007.min.css"; +@import "../styles/pydata-sphinx-theme.css"; + +@font-face { + font-family: "Source Sans Pro Light"; + src: url(../fonts/SourceSansPro-Light.ttf); +} + +@font-face { + font-family: "Source Sans Pro"; + src: url(../fonts/SourceSansPro-Regular.ttf); +} + +:root { + /* Ansys specific changes to the theme */ + + /***************************************************************************** + * Ansys Font family + **/ + /* These are adapted from https://systemfontstack.com/ */ + --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI, + "Helvetica Neue", Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji, + Segoe UI Symbol; + --pst-font-family-monospace-system: "SFMono-Regular", Menlo, Consolas, Monaco, + Liberation Mono, Lucida Console, monospace; + + --pst-font-family-base: "Source Sans Pro", sans-serif, + var(--pst-font-family-base-system); + --pst-font-family-heading: "Source Sans Pro", sans-serif, + var(--pst-font-family-base-system); + --pst-font-family-monospace: monospace, Courier, + var(--pst-font-family-monospace-system); + + /***************************************************************************** + * Ansys compatible colors + * + * Colors are defined in rgb string way, "red, green, blue" + **/ + --ansysGold: rgb(255, 183, 27); /* #FFB71B */ + --ansysBronze: rgb(200, 146, 17); /* #C89211 */ + --pythonBlue: rgb(57, 114, 161); /* #3972a1 */ + + --pst-color-active-navigation: var(--ansysBronze); /* --ansysBronze */ + --pst-color-navbar-link: rgb(255, 255, 255); + --pst-color-navbar-link-hover: var(--ansysBronze); /* --ansysBronze */ + --pst-color-navbar-link-active: var(--ansysGold); /* --ansysBronze */ + --pst-font-size-h1: 48px; + --pst-font-size-h2: 36px; + --pst-font-size-h3: 28px; + --pst-font-size-h4: 20px; + --pst-font-size-h5: 14px; + --pst-font-size-h6: 11px; +} + +html[data-theme="light"] { + /***************************************************************************** + * main colors + */ + --pst-color-primary: #fff; + --pst-color-secondary: rgb(200, 146, 17); + --pst-color-success: rgb(40, 167, 69); + --pst-color-text-base: rgb(0, 0, 0); + --pst-color-text-muted: rgb(26, 24, 24); + --pst-color-border: #c9c9c9; + --pst-color-shadow: rgb(216, 216, 216); + --pst-color-info: var(--pst-color-link); + + /***************************************************************************** + * depth colors + */ + --pst-color-on-background: rgb(0, 0, 0); + --pst-color-on-surface: #f2f2f2; + + /***************************************************************************** + * extensions + */ + + --pst-color-panel-background: var(--pst-color-on-background); + + /***************************************************************************** + * layout + */ + + --pst-color-link: #1e6ddc; + --pst-color-link-hover: #32cfea; + --pst-color-inline-code: #000; + --pst-color-target: rgb(255, 255, 255); + + /***************************************************************************** + * color for sphinx-gallery-code output + */ + --pst-color-codecell: #fafae2; + --pst-color-codeout: var(--pst-color-inline-code); + --pst-color-sig: #0965c8; + --pst-color-code-s1: #b35000; + --pst-color-code-c1: #095d0a; + /***************************************************************************** + * sphinx design primary color + */ + --sd-color-primary: var(--pst-color-text-base); + + /***************************************************************************** + * table hovering + */ + --pst-color-table-hover: var(--pst-color-border); + + /***************************************************************************** + * search hide match + */ + --pst-color-search-match: #91969b; +} + +html[data-theme="dark"] { + /***************************************************************************** + * main colors + */ + --pst-color-primary: #d09735; + --pst-color-secondary: #c58e30; + --pst-color-success: rgb(72, 135, 87); + --pst-color-text-base: rgb(201, 209, 217); + --pst-color-text-muted: rgb(192, 192, 192); + --pst-color-border: rgb(192, 192, 192); + --pst-color-shadow: rgb(104, 102, 102); + --pst-color-background: rgb(18, 18, 18); + --pst-color-on-background: rgb(0, 0, 0); + --pst-color-surface: rgb(41, 41, 41); + --pst-color-on-surface: rgb(55, 55, 55); + --pst-color-info: var(--pst-color-secondary); + + /***************************************************************************** + * extensions + */ + + --pst-color-panel-background: var(--pst-color-on-background); + + /***************************************************************************** + * layout + */ + + --pst-color-link: #579ce5; + --pst-color-link-hover: #12b2e2; + --pst-color-inline-code: #fff; + --pst-color-target: rgb(71, 39, 0); + + /***************************************************************************** + * color for sphinx-gallery-code output + */ + --pst-color-codecell: #495057; + --pst-color-codeout: #f2f4f6; + --pst-color-sig: #d6ab1e; + --pst-color-code-s1: #d79a60; + --pst-color-code-c1: #8fb842; + + /***************************************************************************** + * table hovering + */ + --pst-color-table-hover: var(--pst-color-target); + + /***************************************************************************** + * search hide match + */ + --pst-color-search-match: var(--pst-color-primary); +} + +/* +################# +body and content +################# +*/ + +body { + font-family: "Open Sans", sans-serif; +} + +h1, +h2 { + color: var(--pst-color-text-base); +} + +/* +########## +Codecell +########## +*/ + +dt:target, +span.highlighted { + background-color: var(--pst-color-codecell) !important; +} + +.docutils { + color: var(--pst-color-inline-code); + font-family: var(--pst-font-family-monospace); + font-weight: 500; + font-size: 87.5%; +} + +code.literal { + padding: 0.1rem 0.25rem; + padding-top: 0.1rem; + padding-right: 0.25rem; + padding-bottom: 0.1rem; + padding-left: 0.25rem; + background-color: var(--pst-color-on-surface); + border: 1px solid var(--pst-color-border); + border-radius: 0.25rem; +} + +.xref.std.std-ref { + color: var(--pst-color-inline-code); + font-family: "Inconsolata"; + font-weight: normal; + font-style: italic; + padding: 0.1rem 0.25rem; + padding-top: 0.1rem; + padding-right: 0.25rem; + padding-bottom: 0.1rem; + padding-left: 0.25rem; + font-size: 90%; + background-color: var(--pst-color-on-surface); + border: 1px solid var(--pst-color-border); + border-radius: 0.25rem; +} + +.sig { + font-family: "Consolas", "Menlo", "DejaVu Sans Mono", + "Bitstream Vera Sans Mono", monospace; +} + +.sig-name.descname { + color: var(--pst-color-inline-code); +} + +.sig-name { + color: var(--pst-color-sig); +} + +/* Increase empty-space around classes, methods, properties, etc. that are descendants + of other items */ +dl.class dl.py { + margin-top: 2.5em; + margin-bottom: 2.5em; +} + +/* Reduce empty-space around Notes and Examples headings */ +p.rubric { + margin-top: 0.75em; + margin-bottom: 0.75em; +} + +/* +######## +Table +######## +*/ + +table { + width: 100%; + max-width: 100%; + border-spacing: 0; + border-collapse: collapse; + overflow: hidden; + vertical-align: middle; + + /* Disabling scroll bars */ + overflow-y: scroll; + scrollbar-width: none; /* Firefox */ + -ms-overflow-style: none; /* Internet Explorer 10+ */ +} + +tr { + background-color: var(--pst-color-background); +} + +th { + background-color: rgb(255, 183, 27, 0.55); +} + +tr:nth-child(odd), +tr:nth-child(even) { + background-color: var(--pst-color-background); +} + +.table tr:hover td { + background-color: var(--pst-color-table-hover); +} + +/* +############### +Table-centered +################ +Same as table but with horizontally centered text. + +see examples. +*/ +table.table-centered { + width: 100%; + max-width: 100%; + border-spacing: 0; + border-collapse: collapse; + overflow: hidden; + vertical-align: middle; + text-align: center; + + /* Disabling scroll bars */ + overflow-y: scroll; + scrollbar-width: none; /* Firefox */ + -ms-overflow-style: none; /* Internet Explorer 10+ */ +} + +.table-centered tr { + background-color: var(--pst-color-background); + text-align: center; +} + +.table-centered th { + background-color: rgb(255, 183, 27, 0.55); + text-align: center; +} + +.table-centered tr:nth-child(odd), +.table-centered tr:nth-child(even) { + text-align: center; + background-color: var(--pst-color-background); +} + +.table-centered tr:hover td { + background-color: var(--pst-color-table-hover); + text-align: center; +} + +table.dataframe { + table-layout: auto !important; +} + +/* +################### +longtable-centered +#################### +*/ + +table.longtable-centered { + text-align: center; +} + +.longtable-centered tr { + text-align: center; +} + +.longtable-centered th { + text-align: center; +} + +.longtable-centered tr:nth-child(odd) { + text-align: center; +} + +.longtable-centered tr:nth-child(even) { + text-align: center; +} + +table.longtable-centered tr:hover td { + background-color: var(--pst-color-table-hover); + text-align: center; +} + +/* +######### +DataFrame +######### +*/ + +.dataframe tr { + background-color: var(--pst-color-background); +} + +.dataframe tr:nth-child(odd), +.dataframe tr:nth-child(even) { + background-color: var(--pst-color-background) !important; +} + +.dataframe tr:hover td { + background-color: var(--pst-color-table-hover); +} + +/* +################### +DataFrame-centered +################### +*/ + +.dataframe-centered tr { + background-color: var(--pst-color-background); + text-align: center; +} + +.dataframe-centered tr:nth-child(odd) { + background-color: var(--pst-color-background) !important; + text-align: center; +} + +.dataframe-centered tr:nth-child(even) { + background-color: var(--pst-color-border); + text-align: center; +} + +.dataframe-centered tr:hover td { + background-color: var(--pst-color-border); + text-align: center; +} + +.dataframe thead th { + text-align: center; +} + +/* +############ +data table +############ +*/ + +.dataTables_wrapper .dataTables_paginate .paginate_button.disabled, +.dataTables_wrapper .dataTables_paginate .paginate_button.disabled:hover, +.dataTables_wrapper .dataTables_paginate .paginate_button.disabled:active { + color: var(--pst-color-text-base) !important; +} + +.dataTables_wrapper, +.dataTables_wrapper .dataTables_filter, +.dataTables_wrapper .dataTables_info, +.dataTables_wrapper .dataTables_processing, +.dataTables_wrapper .dataTables_paginate { + color: var(--pst-color-text-base) !important; +} + +table.dataTable tbody th, +table.dataTable tbody td { + background: var(--pst-color-background); +} + +label { + color: var(--pst-color-text-base); +} + +/* +########## +Scroll-bar +########## +*/ + +body::-webkit-scrollbar { + width: 1rem; + height: 1rem; +} + +body::-webkit-scrollbar-thumb { + background: var(--pst-color-border); + border-radius: inherit; +} + +body::-webkit-scrollbar-track { + background: var(--pst-color-background); +} + +.bd-sidebar::-webkit-scrollbar { + width: 0.5rem; + height: 0.5rem; +} + +.bd-sidebar::-webkit-scrollbar-thumb { + background: var(--pst-color-border); + border-radius: inherit; + visibility: hidden !important; +} + +.bd-sidebar::-webkit-scrollbar-track { + background: var(--pst-color-border); + visibility: hidden !important; +} + +.bd-toc::-webkit-scrollbar { + width: 0.5rem; + height: 0.5rem; +} + +.bd-toc::-webkit-scrollbar-thumb { + background: var(--pst-color-border); + border-radius: inherit; +} + +.bd-toc::-webkit-scrollbar-track { + background: var(--pst-color-border); +} + +/* +############ +Autosummary +############ +*/ + +.autosummary tr:nth-child(odd), +.autosummary tr:nth-child(even) { + background-color: var(--pst-color-background); +} + +/* +##################### +ReST :download: links +##################### +*/ +a > code.download { + font-family: var(--pst-font-family-base); + color: var(--pst-color-link); + text-decoration: none; + font-weight: normal; +} + +/* +##################### +Sphinx gallery output +##################### +*/ +.sphx-glr-script-out .highlight pre { + background-color: var(--pst-color-codecell) !important; + color: var(--pst-color-codeout); +} + +.prev-next-area a p.prev-next-title { + color: var(--pst-color-link); + font-weight: 600; + font-size: 1.1em; +} + +.highlight .s1, +.s2, +.kc { + color: var(--pst-color-code-s1) !important; +} + +html[data-theme="dark"] .highlight .kn { + color: #e18fff; + font-weight: normal; +} + +.highlight .c1 { + color: var(--pst-color-code-c1); +} + +html[data-theme="dark"] .highlight .n { + color: #b3d7ff; +} + +html[data-theme="dark"] .highlight .nn { + color: #43d69d; + text-decoration: none; +} +/* +############### +Dropdown button +############### +*/ + +.navbar button.navbar-toggler { + margin-right: 1em; + border-color: rgb(255, 255, 255); + color: rgb(255, 255, 255); +} + +/* +#################################################### +Side column size (first and second column from left) +#################################################### +*/ + +.col-md-3 { + flex: 0 0 20%; + max-width: 20%; +} + +a.headerlink { + color: #222; +} + +@media (min-width: 1200px) { + .container, + .container-lg, + .container-md, + .container-sm, + .container-xl { + max-width: 1200px; + } +} + +@media (min-width: 1600px) { + .container, + .container-lg, + .container-md, + .container-sm, + .container-xl { + max-width: 1600px; + } +} + +/* +############################################ +Navigation column (according to side column) +############################################ +*/ +.col-lg-9 { + flex: 0 0 80%; + max-width: 80%; + padding-right: 5px; + padding-left: 20px; +} +.bd-main .bd-content { + display: flex; + height: 100%; + justify-content: end; +} + +.bd-main .bd-content .bd-article-container .bd-article { + padding-left: 1rem; + padding-top: 1rem; +} +.bd-header .navbar-nav li a.nav-link { + color: #ddd; +} +.bd-header .navbar-nav .dropdown button { + color: #ddd; + display: unset; +} + +/* +################################# +Syntax highlighting in code block +################################# +*/ + +html[data-theme="light"] .highlight .o { + color: #b35000; + font-weight: bold; +} + +/* +############################# +Bold font weight for **code** +############################# +*/ + +b, +strong { + font-weight: 900; +} + +.bd-header .navbar-nav > .active > .nav-link { + border-bottom: 2px solid #fff; +} + +.navbar-nav li a:focus, +.navbar-nav li a:hover, +.navbar-nav li.current > a { + color: white !important; +} + +.navbar-nav .dropdown .dropdown-menu { + min-width: 250px; +} + +/* +########################### +Left side toc-tree hovering +########################### +*/ + +nav.bd-links .active:hover > a { + font-weight: bold; + color: var(--pst-color-text-base); + border-left: 2px solid var(--pst-color-text-base); +} + +nav.bd-links .active > a { + font-weight: bold; + color: var(--pst-color-text-muted) !important; + border-left: 2px solid var(--pst-color-text-base); + border-bottom: none !important; + padding-left: 0.5rem; +} + +nav.bd-links li > a:hover { + font-weight: 900; + color: var(--pst-color-link) !important; +} + +/* +################## +icon, button, logo +################## +*/ + +button, +input, +optgroup, +select, +textarea, +button:hover { + color: #ddd; +} + +.theme-switch-button { + border-color: #f8f9fa; +} + +button.btn.version-switcher__button { + border-color: var(--pst-color-border); + color: #ddd; +} + +button.version-switcher__button:hover { + color: #f8f8f2; +} + +button.version-switcher__button { + color: #f8f9fa; +} + +.search-button { + color: #ddd; +} + +kbd { + background-color: #f8f9fa; +} + +.theme-switch-button span { + color: #f8f9fa; +} + +html[data-theme="light"] .theme-switch-button span:hover { + color: #0d0d0d; +} + +/* make the github logo white */ + +i.fa-github-square:before, +i.fa-square-github:before { + color: white; + font-size: 2rem; +} + +.version-switcher__menu a.list-group-item:hover { + background-color: #d09735 !important; + border-color: var(--pst-color-text-base) !important; + color: #000 !important; +} + +.version-switcher__menu a.list-group-item { + background-color: #f8f9fa; + border-color: var(--pst-color-border); + color: #000; +} + +.fa-wrench:before { + content: "\f0ad"; + color: white; +} + +.navbar-icon-links { + font-size: 1.5rem; + color: white; +} + +/* +############################## +image padding before and after +############################## +*/ + +img { + padding-top: 1em; + padding-bottom: 1em; +} + +html[data-theme="dark"] .bd-content img:not(.only-dark):not(.dark-light) { + background: transparent; +} + +img.logo__image { + padding-top: 0rem; + padding-bottom: 0rem; +} + +/* +########################## +Nav-bar entity right side. +########################## +*/ + +nav.bd-links li > a { + color: var(--pst-color-link); + font-size: 0.98rem; +} + +html[data-theme="light"] .highlight pre { + line-height: 125%; + font-size: 0.9em; +} + +html[data-theme="dark"] .highlight pre { + line-height: 125%; + font-size: 0.9em; +} + +.bd-toc { + padding-top: 5em; +} + +#version_switcher_button { + background-color: var(--pst-color-background); +} + +.editthispage a { + color: var(--pst-color-text-base); +} + +.list-group-item.active { + z-index: 2; + color: var(--pst-color-text-base) !important; +} + +/* +############## +Sphinx design +############## +*/ +.sd-sphinx-override, +.sd-sphinx-override * { + background-color: transparent !important; + font-size: medium; + flex: auto; +} +/* Sphinx-design tab */ + +/* Common styles for all screen sizes */ +.sd-tab-set > input:not(.focus-visible) + label { + outline: none; + font-size: large; + -webkit-tap-highlight-color: transparent; + color: var(--pst-color-text-base); +} + +.sd-tab-set > input:checked + label + .sd-tab-content { + display: block; + font-size: medium; +} + +.sd-tab-set > input:checked + label + .sd-tab-content { + display: block; + font-size: 0.9rem; +} + +.sd-tab-content { + font-family: var(--pst-font-family-base); +} + +.bd-content .sd-tab-set > input:checked + label, +.bd-content .sd-tab-set > input:not(:checked) + label:hover { + color: var(--pst-color-text-base); + border-color: var(--pst-color-text-base); +} + +/* Media query for medium-sized screens */ +@media screen and (max-width: 768px) { + .sd-tab-set > input:not(.focus-visible) + label { + font-size: medium; + } +} + +/* Media query for small-sized screens */ +@media screen and (max-width: 576px) { + .sd-tab-set > input:not(.focus-visible) + label { + font-size: small; + } +} + +/* Sphinx-design card */ + +/* Common styles for all screen sizes */ +.sd-card .sd-card-text { + font-family: var(--pst-font-family-base) !important; +} + +.sd-card .sd-card-header { + border: none; + background-color: white; + color: #150458 !important; + font-size: var(--pst-font-size-h5); + font-weight: bold; + font-family: var(--pst-font-family-base); + padding: 0.5rem 0rem 0.5rem 0rem; +} + +.sd-card .sd-card-footer .sd-card-text { + max-width: 220px; + margin-left: auto; + margin-right: auto; + font-family: var(--pst-font-family-base); +} + +html[data-theme="dark"] .sd-shadow-sm { + box-shadow: 0 0.1rem 1rem rgba(250, 250, 250, 0.6) !important; +} + +html[data-theme="dark"] .sd-card-img-top[src*=".png"] { + filter: invert(0.82) brightness(0.8) contrast(1.2); +} + +/* Common styles for all screen sizes */ +.sd-card { + border-radius: 0; + padding: 10px 10px 10px 10px; + font-family: var(--pst-font-family-base) !important; +} + +/* Media query for medium-sized screens */ +@media screen and (max-width: 768px) { + .sd-card .sd-card-header { + font-size: var(--pst-font-size-h6); + } +} + +/* Media query for small-sized screens */ +@media screen and (max-width: 576px) { + .sd-card .sd-card-header { + font-size: var(--pst-font-size-h5); + } + .sd-card { + padding: 5px 5px 5px 5px; + } + .sd-sphinx-override, + .sd-sphinx-override * { + box-sizing: content-box !important; + } +} + +/* +Sphinx-design dropdown +*/ + +details.sd-dropdown .sd-summary-title { + border: 1px solid var(--pst-color-text-base) !important; + color: var(--sd-color-card-text) !important; + font-family: var(monospace) !important; + font-size: medium; + text-align: left; + padding-left: 1rem; +} + +/* +################################# +Right side toctree color and font +################################# +*/ +.toc-entry a.nav-link { + padding: 0.125rem 1.5rem; + color: var(--pst-color-link); +} + +.toc-entry a.nav-link.active { + font-weight: bold; + color: var(--pst-color-text-base); + background-color: transparent; + border-left: 2px solid var(--pst-color-text-muted); +} + +.toc-h2 { + font-size: 0.98rem; + padding: 0.05em; +} + +.toc-h3 { + font-size: 0.96rem; +} + +.toc-h4 { + font-size: 0.9rem; +} + +.toc-entry a.nav-link:hover { + color: var(--pst-color-link); + text-decoration: none; + font-weight: 600; +} + +/* +########### +Directives +########### +*/ + +div.deprecated { + border-color: var(--pst-color-danger); + background-color: #dc354514; +} + +div.deprecated, +div.versionadded, +div.versionchanged { + background-color: transparent; +} + +.admonition, +div.admonition { + background-color: var(--pst-color-on-surface); +} + +/* +############ +Border lines +############ +*/ +.bd-sidebar-primary, +.bd-sidebar-secondary { + max-height: calc(100vh - var(--pst-header-height) - 1vh); +} + +/* +################# +search hide match +################# +*/ + +div#searchbox p.highlight-link a { + background-color: var(--pst-color-search-match); +} diff --git a/version/0.1/_static/css/breadcrumbs.css b/version/0.1/_static/css/breadcrumbs.css new file mode 100644 index 00000000..60fe0155 --- /dev/null +++ b/version/0.1/_static/css/breadcrumbs.css @@ -0,0 +1,70 @@ +/* Provided by the Sphinx base theme template at build time, +styles exclusively for the ansys-sphinx-theme classes. */ + +@import "ansys-sphinx-theme.css"; + +/* +############ +breadcrumbs +############ +*/ + +#breadcrumbs-spacer { + border-right: 10rem solid var(--pst-color-background); +} + +div.related > ul { + padding: 10px 0 20px 0; +} + +*, +:after, +:before { + box-sizing: border-box; +} + +/* +########################### +vesrion warning announcement +############################ +*/ + +#announcement_msg { + display: flex; + justify-content: center; + position: relative; + width: 100%; + padding: 0.5rem 12.5%; + text-align: center; +} + +#announcement_msg :after { + position: absolute; + width: 100%; + height: 100%; + left: 0; + top: 0; + background-color: rgb(223, 95, 114); + opacity: 0.2; + content: ""; + z-index: -1; +} + +#announcement_msg :empty { + display: none; +} + +#announcement_msg p { + font-weight: bold; + margin: auto; + color: black; +} + +html[data-theme="dark"] #announcement_msg :after { + background-color: lightpink; + opacity: 0.5; +} + +#announcement_msg a { + color: #1e6ddc; +} diff --git a/version/0.1/_static/css/meilisearch.css b/version/0.1/_static/css/meilisearch.css new file mode 100644 index 00000000..4782f112 --- /dev/null +++ b/version/0.1/_static/css/meilisearch.css @@ -0,0 +1,217 @@ +@import "https://cdn.jsdelivr.net/npm/docs-searchbar.js@latest/dist/cdn/docs-searchbar.min.css"; +@import "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css"; + +div[data-ds-theme] .searchbox { + overflow-y: scroll; + margin: auto; +} + +.docs-searchbar-suggestion--category-header { + background-color: var(--pst-color-border); + border-radius: 7px; + text-align: left; +} + +/* Styles for screens with a width of 576px or less */ +@media screen and (max-width: 576px) { + div[data-ds-theme] .searchbox { + width: 100%; + max-width: 100%; + } + + .dsb-suggestions { + width: 100%; + max-width: 480px; + } + + .meilisearch-autocomplete .dsb-dropdown-menu [class^="dsb-dataset-"] { + max-width: 580px; + min-width: 430px; + width: 450px; + } + + .bd-search input { + width: 270px !important; + } + + .index-select { + width: 180px; + } + + .meilisearch-autocomplete .docs-searchbar-suggestion { + width: 450px; + } +} + +/* Styles for screens with a width of 1200px or less */ +@media screen and (min-width: 1200px) { + div[data-ds-theme] .searchbox { + max-width: 800px; + } + + .dsb-suggestions { + width: 100%; + max-width: 580px; + } + + div[data-ds-theme] .meilisearch-autocomplete .dsb-dropdown-menu { + max-width: 870px; + min-width: 580px; + width: 850px; + } + + .bd-search input { + width: 600px !important; + } + .index-select { + width: 250px; + } + + div[data-ds-theme] .meilisearch-autocomplete .docs-searchbar-suggestion { + width: 735px; + } +} + +div[data-ds-theme] .searchbox input { + height: 32px; + border-radius: 8px; + font-size: 18px; + font-family: "Open Sans", sans-serif; + box-shadow: 0px 0px 8px darkgrey; +} + +.docs-searchbar-footer { + display: none; +} + +.docs-searchbar-footer { + display: none; +} + +[class*="docs-searchbar-suggestion"] { + text-decoration: none; +} + +.docs-searchbar-suggestion--highlight { + box-shadow: none !important; +} + +.container { + display: flex; + justify-content: center; + align-items: center; +} + +div[data-ds-theme] .meilisearch-autocomplete { + text-align: center; + color: var(--pst-color-text-base); +} + +#search-bar-input { + background-color: var(--pst-color-background); + border: 1px solid var(--pst-color-border); + border-radius: 0.25rem; + color: var(--pst-color-text-base); + font-size: var(--pst-font-size-icon); + position: relative; + padding-left: 3rem; +} + +.meilisearch-autocomplete::before { + content: "\f002"; + font-family: "Font Awesome 6 Free"; + position: absolute; + left: 8px; + top: 50%; + transform: translateY(-50%); + font-size: 1rem; + color: var(--pst-color-border); +} + +.index-select { + color: var(--pst-color-text-base); + background: var(--pst-color-background); + height: 47px; + border: 1px solid var(--pst-color-border); + border-radius: 0.25rem; + font-size: 20px; + font-family: "Open Sans", sans-serif; + box-shadow: 0px 0px 20px var(--pst-color-border); + padding: 0 10px 0px 10px; + margin-left: 5px; +} + +div[data-ds-theme] + .meilisearch-autocomplete + .dsb-dropdown-menu + [class^="dsb-dataset-"] { + position: relative; + border: 1px solid #d9d9d9; + background: var(--pst-color-background); + border-radius: 4px; + padding: 0 8px 8px; +} +div[data-ds-theme] .meilisearch-autocomplete .dsb-dropdown-menu { + max-height: 600px !important; + overflow-y: auto !important; + border: 1px solid #ccc; +} + +div[data-ds-theme] .meilisearch-autocomplete .docs-searchbar-suggestion { + background: var(--pst-color-background); +} + +div[data-ds-theme] + .meilisearch-autocomplete + .docs-searchbar-suggestion--highlight { + color: var(--pst-color-info) !important; + font-weight: 900; + background: transparent; + padding: 0 0.05em; +} + +div[data-ds-theme] + .meilisearch-autocomplete + .docs-searchbar-suggestion--subcategory-column { + width: None; + text-align: left; +} + +div[data-ds-theme] + .meilisearch-autocomplete + .docs-searchbar-suggestion--content { + display: block; +} + +div[data-ds-theme] .meilisearch-autocomplete .docs-searchbar-suggestion--title { + margin-bottom: 4px; + color: var(--pst-color-text-base); + font-size: 0.9em; + font-weight: 700; + width: 100%; +} + +/* Styling the scrollbar */ +div[data-ds-theme] + .meilisearch-autocomplete + .dsb-dropdown-menu::-webkit-scrollbar { + width: 0.5rem; + height: 0.5rem; +} + +div[data-ds-theme] + .meilisearch-autocomplete + .dsb-dropdown-menu::-webkit-scrollbar-thumb { + background: var(--pst-color-text-base); + border-radius: inherit; +} + +div[data-ds-theme] + .meilisearch-autocomplete + .dsb-dropdown-menu::-webkit-scrollbar-track { + background: var(--pst-color-background); +} + +.bd-search { + margin-bottom: 200px; +} diff --git a/version/0.1/_static/doctools.js b/version/0.1/_static/doctools.js new file mode 100644 index 00000000..d06a71d7 --- /dev/null +++ b/version/0.1/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && 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separate JS file, is available */ + +/** + * Porter Stemmer + */ +var Stemmer = function() { + + var step2list = { + ational: 'ate', + tional: 'tion', + enci: 'ence', + anci: 'ance', + izer: 'ize', + bli: 'ble', + alli: 'al', + entli: 'ent', + eli: 'e', + ousli: 'ous', + ization: 'ize', + ation: 'ate', + ator: 'ate', + alism: 'al', + iveness: 'ive', + fulness: 'ful', + ousness: 'ous', + aliti: 'al', + iviti: 'ive', + biliti: 'ble', + logi: 'log' + }; + + var step3list = { + icate: 'ic', + ative: '', + alize: 'al', + iciti: 'ic', + ical: 'ic', + ful: '', + ness: '' + }; + + var c = "[^aeiou]"; // consonant + var v = "[aeiouy]"; // vowel + var C = c + "[^aeiouy]*"; // consonant sequence + var V = v + "[aeiou]*"; // vowel sequence + + var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 + var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 + var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 + var s_v = "^(" + C + ")?" + v; // vowel in stem + + this.stemWord = function (w) { + var stem; + var suffix; + var firstch; + var origword = w; + + if (w.length < 3) + return w; + + var re; + var re2; + var re3; + var re4; + + firstch = w.substr(0,1); + if (firstch == "y") + w = firstch.toUpperCase() + w.substr(1); + + // Step 1a + re = /^(.+?)(ss|i)es$/; + re2 = /^(.+?)([^s])s$/; + + if (re.test(w)) + w = w.replace(re,"$1$2"); + else if (re2.test(w)) + w = w.replace(re2,"$1$2"); + + // Step 1b + re = /^(.+?)eed$/; + re2 = /^(.+?)(ed|ing)$/; + if (re.test(w)) { + var fp = re.exec(w); + re = new RegExp(mgr0); + if (re.test(fp[1])) { + re = /.$/; + w = w.replace(re,""); + } + } + else if (re2.test(w)) { + var fp = re2.exec(w); + stem = fp[1]; + re2 = new RegExp(s_v); + if (re2.test(stem)) { + w = stem; + re2 = /(at|bl|iz)$/; + re3 = new RegExp("([^aeiouylsz])\\1$"); + re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); + if (re2.test(w)) + w = w + "e"; + else if (re3.test(w)) { + re = /.$/; + w = w.replace(re,""); + } + else if (re4.test(w)) + w = w + "e"; + } + } + + // Step 1c + re = /^(.+?)y$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(s_v); + if (re.test(stem)) + w = stem + "i"; + } + + // Step 2 + re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step2list[suffix]; + } + + // Step 3 + re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + suffix = fp[2]; + re = new RegExp(mgr0); + if (re.test(stem)) + w = stem + step3list[suffix]; + } + + // Step 4 + re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; + re2 = /^(.+?)(s|t)(ion)$/; + if (re.test(w)) { + var fp = re.exec(w); + stem = fp[1]; + re = new RegExp(mgr1); + if (re.test(stem)) + w = stem; + } + else if 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l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(Ze),i.classList.remove(Ze,c,l),this._isSliding=!1,r(Ve)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return ke.findOne(ii,this._element)}_getItems(){return ke.find(ei,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Kt()?t===ze?Be:Fe:t===ze?Fe:Be}_orderToDirection(t){return Kt()?t===Be?ze:qe:t===Be?qe:ze}static jQueryInterface(t){return this.each((function(){const e=ri.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}de.on(document,Ge,"[data-bs-slide], 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e=Nt(t),i=ke.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>yi.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(de.trigger(this._element,li).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(pi),this._element.classList.add(gi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(gi),this._element.classList.add(pi,fi),this._element.style[e]="",de.trigger(this._element,ci)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(de.trigger(this._element,hi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(gi),this._element.classList.remove(pi,fi);for(const t of this._triggerArray){const e=Pt(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(gi),this._element.classList.add(pi),de.trigger(this._element,ui)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(fi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(_i);for(const e of t){const t=Pt(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=ke.find(mi,this._config.parent);return ke.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=yi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}de.on(document,di,_i,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();const e=Nt(this),i=ke.find(e);for(const t of i)yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(yi);const wi="dropdown",Ai=".bs.dropdown",Ei=".data-api",Ci="ArrowUp",Ti="ArrowDown",Oi=`hide${Ai}`,xi=`hidden${Ai}`,ki=`show${Ai}`,Li=`shown${Ai}`,Di=`click${Ai}${Ei}`,$i=`keydown${Ai}${Ei}`,Si=`keyup${Ai}${Ei}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,ji=".dropdown-menu",Mi=Kt()?"top-end":"top-start",Hi=Kt()?"top-start":"top-end",Wi=Kt()?"bottom-end":"bottom-start",Fi=Kt()?"bottom-start":"bottom-end",Bi=Kt()?"left-start":"right-start",zi=Kt()?"right-start":"left-start",qi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ye{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=ke.next(this._element,ji)[0]||ke.prev(this._element,ji)[0]||ke.findOne(ji,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return qi}static get DefaultType(){return Ri}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Ft(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!de.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))de.on(t,"mouseover",zt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),de.trigger(this._element,Li,t)}}hide(){if(Ft(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!de.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))de.off(t,"mouseover",zt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),be.removeDataAttribute(this._menu,"popper"),de.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Mt(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Mt(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Ii)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Bi;if(t.classList.contains("dropstart"))return zi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Hi:Mi:e?Fi:Wi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(be.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=ke.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Wt(t)));i.length&&Ut(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=ke.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ci,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:ke.prev(this,Ni)[0]||ke.next(this,Ni)[0]||ke.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}de.on(document,$i,Ni,Vi.dataApiKeydownHandler),de.on(document,$i,ji,Vi.dataApiKeydownHandler),de.on(document,Di,Vi.clearMenus),de.on(document,Si,Vi.clearMenus),de.on(document,Di,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Qt(Vi);const Ki=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",Qi=".sticky-top",Xi="padding-right",Yi="margin-right";class Ui{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,Xi,(e=>e+t)),this._setElementAttributes(Ki,Xi,(e=>e+t)),this._setElementAttributes(Qi,Yi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,Xi),this._resetElementAttributes(Ki,Xi),this._resetElementAttributes(Qi,Yi)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&be.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=be.getDataAttribute(t,e);null!==i?(be.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Mt(t))e(t);else for(const i of ke.find(t,this._element))e(i)}}const Gi="backdrop",Ji="show",Zi=`mousedown.bs.${Gi}`,tn={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},en={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class nn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return tn}static get DefaultType(){return en}static get NAME(){return Gi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ji),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ji),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(de.off(this._element,Zi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),de.on(t,Zi,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Yt(t,this._getElement(),this._config.isAnimated)}}const sn=".bs.focustrap",on=`focusin${sn}`,rn=`keydown.tab${sn}`,an="backward",ln={autofocus:!0,trapElement:null},cn={autofocus:"boolean",trapElement:"element"};class hn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return ln}static get DefaultType(){return cn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),de.off(document,sn),de.on(document,on,(t=>this._handleFocusin(t))),de.on(document,rn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,de.off(document,sn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=ke.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===an?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?an:"forward")}}const un=".bs.modal",dn=`hide${un}`,fn=`hidePrevented${un}`,pn=`hidden${un}`,gn=`show${un}`,mn=`shown${un}`,_n=`resize${un}`,bn=`click.dismiss${un}`,vn=`mousedown.dismiss${un}`,yn=`keydown.dismiss${un}`,wn=`click${un}.data-api`,An="modal-open",En="show",Cn="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ye{constructor(t,e){super(t,e),this._dialog=ke.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new Ui,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||de.trigger(this._element,gn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(An),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(de.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(En),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])de.off(t,un);this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new nn({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=ke.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(En),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,de.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){de.on(this._element,yn,(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),de.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),de.on(this._element,vn,(t=>{de.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(An),this._resetAdjustments(),this._scrollBar.reset(),de.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(de.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Cn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Cn),this._queueCallback((()=>{this._element.classList.remove(Cn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}de.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=Pt(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),de.one(e,gn,(t=>{t.defaultPrevented||de.one(e,pn,(()=>{Wt(this)&&this.focus()}))}));const i=ke.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),we(xn),Qt(xn);const kn=".bs.offcanvas",Ln=".data-api",Dn=`load${kn}${Ln}`,$n="show",Sn="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,jn=`shown${kn}`,Mn=`hide${kn}`,Hn=`hidePrevented${kn}`,Wn=`hidden${kn}`,Fn=`resize${kn}`,Bn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,qn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ye{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return qn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||de.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new Ui).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Sn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add($n),this._element.classList.remove(Sn),de.trigger(this._element,jn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(de.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove($n,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new Ui).reset(),de.trigger(this._element,Wn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new nn({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():de.trigger(this._element,Hn)}:null})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_addEventListeners(){de.on(this._element,zn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():de.trigger(this._element,Hn))}))}static jQueryInterface(t){return this.each((function(){const e=Vn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}de.on(document,Bn,'[data-bs-toggle="offcanvas"]',(function(t){const e=Pt(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Ft(this))return;de.one(e,Wn,(()=>{Wt(this)&&this.focus()}));const i=ke.findOne(Nn);i&&i!==e&&Vn.getInstance(i).hide(),Vn.getOrCreateInstance(e).toggle(this)})),de.on(window,Dn,(()=>{for(const t of ke.find(Nn))Vn.getOrCreateInstance(t).show()})),de.on(window,Fn,(()=>{for(const t of ke.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Vn.getOrCreateInstance(t).hide()})),we(Vn),Qt(Vn);const Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Xn=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Yn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)||Xn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Un={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Gn={allowList:Un,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"

"},Jn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Zn={entry:"(string|element|function|null)",selector:"(string|element)"};class ts extends ve{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Gn}static get DefaultType(){return Jn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Zn)}_setContent(t,e,i){const n=ke.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Mt(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Yn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const es=new Set(["sanitize","allowList","sanitizeFn"]),is="fade",ns="show",ss=".modal",os="hide.bs.modal",rs="hover",as="focus",ls={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},cs={allowList:Un,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},hs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class us extends ye{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return cs}static get DefaultType(){return hs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),de.off(this._element.closest(ss),os,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=de.trigger(this._element,this.constructor.eventName("show")),e=(Bt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),de.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ns),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))de.on(t,"mouseover",zt);this._queueCallback((()=>{de.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!de.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ns),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))de.off(t,"mouseover",zt);this._activeTrigger.click=!1,this._activeTrigger[as]=!1,this._activeTrigger[rs]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),de.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(is,ns),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(is),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new ts({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(is)}_isShown(){return this.tip&&this.tip.classList.contains(ns)}_createPopper(t){const e="function"==typeof this._config.placement?this._config.placement.call(this,t,this._element):this._config.placement,i=ls[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)de.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===rs?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===rs?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");de.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?as:rs]=!0,e._enter()})),de.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?as:rs]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},de.on(this._element.closest(ss),os,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=be.getDataAttributes(this._element);for(const t of Object.keys(e))es.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(us);const ds={...us.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},fs={...us.DefaultType,content:"(null|string|element|function)"};class ps extends us{static get Default(){return ds}static get DefaultType(){return fs}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=ps.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(ps);const gs=".bs.scrollspy",ms=`activate${gs}`,_s=`click${gs}`,bs=`load${gs}.data-api`,vs="active",ys="[href]",ws=".nav-link",As=`${ws}, .nav-item > ${ws}, .list-group-item`,Es={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},Cs={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ts extends ye{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return Es}static get DefaultType(){return Cs}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ht(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(de.off(this._config.target,_s),de.on(this._config.target,_s,ys,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=ke.find(ys,this._config.target);for(const e of t){if(!e.hash||Ft(e))continue;const t=ke.findOne(e.hash,this._element);Wt(t)&&(this._targetLinks.set(e.hash,e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(vs),this._activateParents(t),de.trigger(this._element,ms,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))ke.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(vs);else for(const e of ke.parents(t,".nav, .list-group"))for(const t of ke.prev(e,As))t.classList.add(vs)}_clearActiveClass(t){t.classList.remove(vs);const e=ke.find(`${ys}.${vs}`,t);for(const t of e)t.classList.remove(vs)}static jQueryInterface(t){return this.each((function(){const e=Ts.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}de.on(window,bs,(()=>{for(const t of ke.find('[data-bs-spy="scroll"]'))Ts.getOrCreateInstance(t)})),Qt(Ts);const Os=".bs.tab",xs=`hide${Os}`,ks=`hidden${Os}`,Ls=`show${Os}`,Ds=`shown${Os}`,$s=`click${Os}`,Ss=`keydown${Os}`,Is=`load${Os}`,Ns="ArrowLeft",Ps="ArrowRight",js="ArrowUp",Ms="ArrowDown",Hs="active",Ws="fade",Fs="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',qs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,Rs=`.${Hs}[data-bs-toggle="tab"], .${Hs}[data-bs-toggle="pill"], .${Hs}[data-bs-toggle="list"]`;class Vs extends ye{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),de.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?de.trigger(e,xs,{relatedTarget:t}):null;de.trigger(t,Ls,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),de.trigger(t,Ds,{relatedTarget:e})):t.classList.add(Fs)}),t,t.classList.contains(Ws)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),de.trigger(t,ks,{relatedTarget:e})):t.classList.remove(Fs)}),t,t.classList.contains(Ws)))}_keydown(t){if(![Ns,Ps,js,Ms].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=[Ps,Ms].includes(t.key),i=Ut(this._getChildren().filter((t=>!Ft(t))),t.target,e,!0);i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return ke.find(qs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=Pt(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`#${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=ke.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",Hs),n(".dropdown-menu",Fs),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Hs)}_getInnerElement(t){return t.matches(qs)?t:ke.findOne(qs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Vs.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}de.on(document,$s,zs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Ft(this)||Vs.getOrCreateInstance(this).show()})),de.on(window,Is,(()=>{for(const t of ke.find(Rs))Vs.getOrCreateInstance(t)})),Qt(Vs);const Ks=".bs.toast",Qs=`mouseover${Ks}`,Xs=`mouseout${Ks}`,Ys=`focusin${Ks}`,Us=`focusout${Ks}`,Gs=`hide${Ks}`,Js=`hidden${Ks}`,Zs=`show${Ks}`,to=`shown${Ks}`,eo="hide",io="show",no="showing",so={animation:"boolean",autohide:"boolean",delay:"number"},oo={animation:!0,autohide:!0,delay:5e3};class ro extends ye{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return oo}static get DefaultType(){return so}static get 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= 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (process.env.NODE_ENV !== \"production\") {\n if (!isHTMLElement(arrowElement)) {\n console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n }\n\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n if (process.env.NODE_ENV !== \"production\") {\n var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n return transitionProperty.indexOf(property) >= 0;\n })) {\n console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n }\n }\n\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n }\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n }); // Validate the provided modifiers so that the consumer will get warned\n // if one of the modifiers is invalid for any reason\n\n if (process.env.NODE_ENV !== \"production\") {\n var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n var name = _ref.name;\n return name;\n });\n validateModifiers(modifiers);\n\n if (getBasePlacement(state.options.placement) === auto) {\n var flipModifier = state.orderedModifiers.find(function (_ref2) {\n var name = _ref2.name;\n return name === 'flip';\n });\n\n if (!flipModifier) {\n console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n }\n }\n\n var _getComputedStyle = getComputedStyle(popper),\n marginTop = _getComputedStyle.marginTop,\n marginRight = _getComputedStyle.marginRight,\n marginBottom = _getComputedStyle.marginBottom,\n marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n // cause bugs with positioning, so we'll warn the consumer\n\n\n if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n return parseFloat(margin);\n })) {\n console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n }\n }\n\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n var __debug_loops__ = 0;\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (process.env.NODE_ENV !== \"production\") {\n __debug_loops__ += 1;\n\n if (__debug_loops__ > 100) {\n console.error(INFINITE_LOOP_ERROR);\n break;\n }\n }\n\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref3) {\n var name = _ref3.name,\n _ref3$options = _ref3.options,\n options = _ref3$options === void 0 ? {} : _ref3$options,\n effect = _ref3.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.2.3 (https://getbootstrap.com/)\n * Copyright 2011-2022 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend'; // Shout-out Angus Croll (https://goo.gl/pxwQGp)\n\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n/**\n * Public Util API\n */\n\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n\n return prefix;\n};\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href'); // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n } // Just in case some CMS puts out a full URL with the anchor appended\n\n\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n\n selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n }\n\n return selector;\n};\n\nconst getSelectorFromElement = element => {\n const selector = getSelector(element);\n\n if (selector) {\n return document.querySelector(selector) ? selector : null;\n }\n\n return null;\n};\n\nconst getElementFromSelector = element => {\n const selector = getSelector(element);\n return selector ? document.querySelector(selector) : null;\n};\n\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n } // Get transition-duration of the element\n\n\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay); // Return 0 if element or transition duration is not found\n\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n } // If multiple durations are defined, take the first\n\n\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\n\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\n\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n\n return typeof object.nodeType !== 'undefined';\n};\n\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(object);\n }\n\n return null;\n};\n\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'; // Handle `details` element as its content may falsie appear visible when it is closed\n\n const closedDetails = element.closest('details:not([open])');\n\n if (!closedDetails) {\n return elementIsVisible;\n }\n\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n\n if (summary === null) {\n return false;\n }\n }\n\n return elementIsVisible;\n};\n\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n\n if (element.classList.contains('disabled')) {\n return true;\n }\n\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\n\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n } // Can find the shadow root otherwise it'll return the document\n\n\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n\n if (element instanceof ShadowRoot) {\n return element;\n } // when we don't find a shadow root\n\n\n if (!element.parentNode) {\n return null;\n }\n\n return findShadowRoot(element.parentNode);\n};\n\nconst noop = () => {};\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\n\n\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n\n return null;\n};\n\nconst DOMContentLoadedCallbacks = [];\n\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\n\nconst isRTL = () => document.documentElement.dir === 'rtl';\n\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\n\nconst execute = callback => {\n if (typeof callback === 'function') {\n callback();\n }\n};\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\n\n\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement); // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n\n index += shouldGetNext ? 1 : -1;\n\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\n\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\n\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\n\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n\n return fn.apply(element, [event]);\n };\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n\n hydrateObj(event, {\n delegateTarget: target\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n\n return fn.apply(target, [event]);\n }\n }\n };\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string'; // todo: tooltip passes `false` instead of selector, so we need to check\n\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n\n return [isDelegated, callable, typeEvent];\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction); // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n\n callable = wrapFunction(callable);\n }\n\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n\n if (!fn) {\n return;\n }\n\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n\n for (const handlerKey of Object.keys(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n const event = storeElementEvent[handlerKey];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\n\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\n\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n\n for (const keyHandlers of Object.keys(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n const event = storeElementEvent[keyHandlers];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n\n let evt = new Event(event, {\n bubbles,\n cancelable: true\n });\n evt = hydrateObj(evt, args);\n\n if (defaultPrevented) {\n evt.preventDefault();\n }\n\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n\n return evt;\n }\n\n};\n\nfunction hydrateObj(obj, meta) {\n for (const [key, value] of Object.entries(meta || {})) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n\n get() {\n return value;\n }\n\n });\n }\n }\n\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n\n const instanceMap = elementMap.get(element); // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n\n instanceMap.set(key, instance);\n },\n\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n\n return null;\n },\n\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key); // free up element references if there are no instances left for an element\n\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n\n if (value === 'false') {\n return false;\n }\n\n if (value === Number(value).toString()) {\n return Number(value);\n }\n\n if (value === '' || value === 'null') {\n return null;\n }\n\n if (typeof value !== 'string') {\n return value;\n }\n\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\n\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\n\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n\n return attributes;\n },\n\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n\n static get DefaultType() {\n return {};\n }\n\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n return config;\n }\n\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return { ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const property of Object.keys(configTypes)) {\n const expectedTypes = configTypes[property];\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst VERSION = '5.2.3';\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n\n if (!element) {\n return;\n }\n\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n } // Public\n\n\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n } // Static\n\n\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n\n static get VERSION() {\n return VERSION;\n }\n\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n const target = getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target); // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n } // Public\n\n\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n\n if (closeEvent.defaultPrevented) {\n return;\n }\n\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n } // Private\n\n\n _destroyElement() {\n this._element.remove();\n\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nenableDismissTrigger(Alert, 'close');\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n } // Public\n\n\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n\n return parents;\n },\n\n prev(element, selector) {\n let previous = element.previousElementSibling;\n\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n\n previous = previous.previousElementSibling;\n }\n\n return [];\n },\n\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n\n next = next.nextElementSibling;\n }\n\n return [];\n },\n\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n\n if (!element || !Swipe.isSupported()) {\n return;\n }\n\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n\n this._initEvents();\n } // Getters\n\n\n static get Default() {\n return Default$c;\n }\n\n static get DefaultType() {\n return DefaultType$c;\n }\n\n static get NAME() {\n return NAME$d;\n } // Public\n\n\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n } // Private\n\n\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n\n this._handleSwipe();\n\n execute(this._config.endCallback);\n }\n\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n\n if (!direction) {\n return;\n }\n\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n } // Static\n\n\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n\n this._addEventListeners();\n\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$b;\n }\n\n static get DefaultType() {\n return DefaultType$b;\n }\n\n static get NAME() {\n return NAME$c;\n } // Public\n\n\n next() {\n this._slide(ORDER_NEXT);\n }\n\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n\n prev() {\n this._slide(ORDER_PREV);\n }\n\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n\n this._clearInterval();\n }\n\n cycle() {\n this._clearInterval();\n\n this._updateInterval();\n\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n\n this.cycle();\n }\n\n to(index) {\n const items = this._getItems();\n\n if (index > items.length - 1 || index < 0) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n\n const activeIndex = this._getItemIndex(this._getActive());\n\n if (activeIndex === index) {\n return;\n }\n\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n\n this._slide(order, items[index]);\n }\n\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n } // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n\n this.pause();\n\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n\n const direction = KEY_TO_DIRECTION[event.key];\n\n if (direction) {\n event.preventDefault();\n\n this._slide(this._directionToOrder(direction));\n }\n }\n\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n\n if (!element) {\n return;\n }\n\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n\n const activeElement = this._getActive();\n\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n\n if (nextElement === activeElement) {\n return;\n }\n\n const nextElementIndex = this._getItemIndex(nextElement);\n\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n\n const slideEvent = triggerEvent(EVENT_SLIDE);\n\n if (slideEvent.defaultPrevented) {\n return;\n }\n\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // todo: change tests that use empty divs to avoid this check\n return;\n }\n\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n\n this._setActiveIndicatorElement(nextElementIndex);\n\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n\n if (isCycling) {\n this.cycle();\n }\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = getElementFromSelector(this);\n\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n\n if (slideIndex) {\n carousel.to(slideIndex);\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n carousel.prev();\n\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n\n for (const elem of toggleList) {\n const selector = getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n\n this._initializeChildren();\n\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n\n if (this._config.toggle) {\n this.toggle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$a;\n }\n\n static get DefaultType() {\n return DefaultType$a;\n }\n\n static get NAME() {\n return NAME$b;\n } // Public\n\n\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n\n let activeChildren = []; // find active children\n\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n\n const dimension = this._getDimension();\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.style[dimension] = 0;\n\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n\n this._queueCallback(complete, this._element, true);\n\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n const dimension = this._getDimension();\n\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n for (const trigger of this._triggerArray) {\n const element = getElementFromSelector(trigger);\n\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n\n this._element.style[dimension] = '';\n\n this._queueCallback(complete, this._element, true);\n }\n\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n } // Private\n\n\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n\n config.parent = getElement(config.parent);\n return config;\n }\n\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n\n for (const element of children) {\n const selected = getElementFromSelector(element);\n\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent); // remove children if greater depth\n\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n } // Static\n\n\n static jQueryInterface(config) {\n const _config = {};\n\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n\n const selector = getSelectorFromElement(this);\n const selectorElements = SelectorEngine.find(selector);\n\n for (const element of selectorElements) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n } // Getters\n\n\n static get Default() {\n return Default$9;\n }\n\n static get DefaultType() {\n return DefaultType$9;\n }\n\n static get NAME() {\n return NAME$a;\n } // Public\n\n\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._createPopper(); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n this._element.focus();\n\n this._element.setAttribute('aria-expanded', true);\n\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n\n this._element.classList.add(CLASS_NAME_SHOW$6);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n\n this._completeHide(relatedTarget);\n }\n\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n\n super.dispose();\n }\n\n update() {\n this._inNavbar = this._detectNavbar();\n\n if (this._popper) {\n this._popper.update();\n }\n } // Private\n\n\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n\n if (hideEvent.defaultPrevented) {\n return;\n } // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n if (this._popper) {\n this._popper.destroy();\n }\n\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.setAttribute('aria-expanded', 'false');\n\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n\n _getConfig(config) {\n config = super._getConfig(config);\n\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n\n return config;\n }\n\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n\n let referenceElement = this._element;\n\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n\n const popperConfig = this._getPopperConfig();\n\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n\n _getPlacement() {\n const parentDropdown = this._parent;\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n } // We need to trim the value because custom properties can also include spaces\n\n\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n }; // Disable Popper if we have a static display or Dropdown is in Navbar\n\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // todo:v6 remove\n\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n\n if (!items.length) {\n return;\n } // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n\n\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n\n if (!context || context._config.autoClose === false) {\n continue;\n }\n\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n } // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n\n\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n\n const relatedTarget = {\n relatedTarget: context._element\n };\n\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n\n context._completeHide(relatedTarget);\n }\n }\n\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n\n if (isInput && !isEscapeEvent) {\n return;\n }\n\n event.preventDefault(); // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n\n instance._selectMenuItem(event);\n\n return;\n }\n\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n } // Public\n\n\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n\n hide() {\n const width = this.getWidth();\n\n this._disableOverFlow(); // give padding to element to balance the hidden scrollbar width\n\n\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width); // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n\n\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n\n isOverflowing() {\n return this.getWidth() > 0;\n } // Private\n\n\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n\n this._element.style.overflow = 'hidden';\n }\n\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n\n this._saveInitialAttribute(element, styleProperty);\n\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty); // We only want to remove the property if the value is `null`; the value can also be zero\n\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n\n};\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n } // Getters\n\n\n static get Default() {\n return Default$8;\n }\n\n static get DefaultType() {\n return DefaultType$8;\n }\n\n static get NAME() {\n return NAME$9;\n } // Public\n\n\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._append();\n\n const element = this._getElement();\n\n if (this._config.isAnimated) {\n reflow(element);\n }\n\n element.classList.add(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n\n dispose() {\n if (!this._isAppended) {\n return;\n }\n\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n\n this._element.remove();\n\n this._isAppended = false;\n } // Private\n\n\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n\n this._element = backdrop;\n }\n\n return this._element;\n }\n\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n\n _append() {\n if (this._isAppended) {\n return;\n }\n\n const element = this._getElement();\n\n this._config.rootElement.append(element);\n\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n\n};\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n } // Getters\n\n\n static get Default() {\n return Default$7;\n }\n\n static get DefaultType() {\n return DefaultType$7;\n }\n\n static get NAME() {\n return NAME$8;\n } // Public\n\n\n activate() {\n if (this._isActive) {\n return;\n }\n\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n\n deactivate() {\n if (!this._isActive) {\n return;\n }\n\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n } // Private\n\n\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n\n const elements = SelectorEngine.focusableChildren(trapElement);\n\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$6;\n }\n\n static get DefaultType() {\n return DefaultType$6;\n }\n\n static get NAME() {\n return NAME$7;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n this._isTransitioning = true;\n\n this._scrollBar.hide();\n\n document.body.classList.add(CLASS_NAME_OPEN);\n\n this._adjustDialog();\n\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = false;\n this._isTransitioning = true;\n\n this._focustrap.deactivate();\n\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n\n dispose() {\n for (const htmlElement of [window, this._dialog]) {\n EventHandler.off(htmlElement, EVENT_KEY$4);\n }\n\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n }\n\n handleUpdate() {\n this._adjustDialog();\n } // Private\n\n\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n\n this._element.style.display = 'block';\n\n this._element.removeAttribute('aria-hidden');\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_SHOW$4);\n\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n\n if (this._config.keyboard) {\n event.preventDefault();\n this.hide();\n return;\n }\n\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n\n return;\n }\n\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n\n _hideModal() {\n this._element.style.display = 'none';\n\n this._element.setAttribute('aria-hidden', true);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n this._isTransitioning = false;\n\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n\n this._resetAdjustments();\n\n this._scrollBar.reset();\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY; // return if the following background transition hasn't yet completed\n\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n\n this._element.classList.add(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n\n this._element.focus();\n }\n /**\n * The following methods are used to handle overflowing modals\n */\n\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n\n const scrollbarWidth = this._scrollBar.getWidth();\n\n const isBodyOverflowing = scrollbarWidth > 0;\n\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n } // Static\n\n\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](relatedTarget);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n }); // avoid conflict when clicking modal toggler while another one is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$5;\n }\n\n static get DefaultType() {\n return DefaultType$5;\n }\n\n static get NAME() {\n return NAME$6;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n\n this._backdrop.show();\n\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n\n this._element.classList.add(CLASS_NAME_SHOW$3);\n\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n\n this._queueCallback(completeCallBack, this._element, true);\n }\n\n hide() {\n if (!this._isShown) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._focustrap.deactivate();\n\n this._element.blur();\n\n this._isShown = false;\n\n this._element.classList.add(CLASS_NAME_HIDING);\n\n this._backdrop.hide();\n\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n\n this._queueCallback(completeCallback, this._element, true);\n }\n\n dispose() {\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n } // Private\n\n\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n }; // 'static' option will be translated to true, and booleans will keep their value\n\n\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n\n if (!this._config.keyboard) {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n });\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n }); // avoid conflict when clicking a toggler of an offcanvas, while another is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i;\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i;\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue) || DATA_URL_PATTERN.test(attribute.nodeValue));\n }\n\n return true;\n } // Check if a regular expression validates the attribute.\n\n\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\n\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n } // Getters\n\n\n static get Default() {\n return Default$4;\n }\n\n static get DefaultType() {\n return DefaultType$4;\n }\n\n static get NAME() {\n return NAME$5;\n } // Public\n\n\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n\n hasContent() {\n return this.getContent().length > 0;\n }\n\n changeContent(content) {\n this._checkContent(content);\n\n this._config.content = { ...this._config.content,\n ...content\n };\n return this;\n }\n\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n\n const template = templateWrapper.children[0];\n\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n\n return template;\n } // Private\n\n\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n\n this._checkContent(config.content);\n }\n\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n\n if (!templateElement) {\n return;\n }\n\n content = this._resolvePossibleFunction(content);\n\n if (!content) {\n templateElement.remove();\n return;\n }\n\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n\n return;\n }\n\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n\n templateElement.textContent = content;\n }\n\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg(this) : arg;\n }\n\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n\n templateElement.textContent = element.textContent;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 0],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n\n super(element, config); // Private\n\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null; // Protected\n\n this.tip = null;\n\n this._setListeners();\n\n if (!this._config.selector) {\n this._fixTitle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$3;\n }\n\n static get DefaultType() {\n return DefaultType$3;\n }\n\n static get NAME() {\n return NAME$4;\n } // Public\n\n\n enable() {\n this._isEnabled = true;\n }\n\n disable() {\n this._isEnabled = false;\n }\n\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n\n this._activeTrigger.click = !this._activeTrigger.click;\n\n if (this._isShown()) {\n this._leave();\n\n return;\n }\n\n this._enter();\n }\n\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n\n this._disposePopper();\n\n super.dispose();\n }\n\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n } // todo v6 remove this OR make it optional\n\n\n this._disposePopper();\n\n const tip = this._getTipElement();\n\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n\n const {\n container\n } = this._config;\n\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n\n if (this._isHovered === false) {\n this._leave();\n }\n\n this._isHovered = false;\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n hide() {\n if (!this._isShown()) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const tip = this._getTipElement();\n\n tip.classList.remove(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n if (!this._isHovered) {\n this._disposePopper();\n }\n\n this._element.removeAttribute('aria-describedby');\n\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n update() {\n if (this._popper) {\n this._popper.update();\n }\n } // Protected\n\n\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n\n return this.tip;\n }\n\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml(); // todo: remove this check on v6\n\n\n if (!tip) {\n return null;\n }\n\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2); // todo: on v6 the following can be achieved with CSS only\n\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n\n return tip;\n }\n\n setContent(content) {\n this._newContent = content;\n\n if (this._isShown()) {\n this._disposePopper();\n\n this.show();\n }\n }\n\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({ ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n\n return this._templateFactory;\n }\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n } // Private\n\n\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n\n _createPopper(tip) {\n const placement = typeof this._config.placement === 'function' ? this._config.placement.call(this, tip, this._element) : this._config.placement;\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg.call(this._element) : arg;\n }\n\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n\n context._leave();\n });\n }\n }\n\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n\n _fixTitle() {\n const title = this._element.getAttribute('title');\n\n if (!title) {\n return;\n }\n\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n\n\n this._element.removeAttribute('title');\n }\n\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n\n this._isHovered = true;\n\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n this._isHovered = false;\n\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n\n config = { ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n\n return config;\n }\n\n _getDelegateConfig() {\n const config = {};\n\n for (const key in this._config) {\n if (this.constructor.Default[key] !== this._config[key]) {\n config[key] = this._config[key];\n }\n }\n\n config.selector = false;\n config.trigger = 'manual'; // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n\n return config;\n }\n\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n\n this._popper = null;\n }\n\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = { ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = { ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n\n static get DefaultType() {\n return DefaultType$2;\n }\n\n static get NAME() {\n return NAME$3;\n } // Overrides\n\n\n _isWithContent() {\n return this._getTitle() || this._getContent();\n } // Private\n\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config); // this._element is the observablesContainer and config.target the menu links wrapper\n\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n } // Getters\n\n\n static get Default() {\n return Default$1;\n }\n\n static get DefaultType() {\n return DefaultType$1;\n }\n\n static get NAME() {\n return NAME$2;\n } // Public\n\n\n refresh() {\n this._initializeTargetsAndObservables();\n\n this._maybeEnableSmoothScroll();\n\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n\n dispose() {\n this._observer.disconnect();\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body; // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n\n return config;\n }\n\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n } // unregister any previous listeners\n\n\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n } // Chrome 60 doesn't support `scrollTo`\n\n\n root.scrollTop = height;\n }\n });\n }\n\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n } // The logic of selection\n\n\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n\n this._process(targetElement(entry));\n };\n\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n\n this._clearActiveClass(targetElement(entry));\n\n continue;\n }\n\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop; // if we are scrolling down, pick the bigger offsetTop\n\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry); // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n\n if (!parentScrollTop) {\n return;\n }\n\n continue;\n } // if we are scrolling up, pick the smallest offsetTop\n\n\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n\n const observableSection = SelectorEngine.findOne(anchor.hash, this._element); // ensure that the observableSection exists & is visible\n\n if (isVisible(observableSection)) {\n this._targetLinks.set(anchor.hash, anchor);\n\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n\n this._clearActiveClass(this._config.target);\n\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n\n this._activateParents(target);\n\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both