diff --git a/binder/README.md b/binder/README.md deleted file mode 100644 index 2e9211f..0000000 --- a/binder/README.md +++ /dev/null @@ -1 +0,0 @@ -The full set of examples is at: https://github.com/rajeshrinet/pystokes/tree/master/examples diff --git a/binder/environment.yml b/binder/environment.yml deleted file mode 100644 index a7fecd9..0000000 --- a/binder/environment.yml +++ /dev/null @@ -1,8 +0,0 @@ -name: pystokes -channels: - - conda-forge -dependencies: - - python - - pip - - pip: - - pystokes diff --git a/binder/ex1-unboundedFlow.ipynb b/binder/ex1-unboundedFlow.ipynb deleted file mode 100644 index fcb9613..0000000 --- a/binder/ex1-unboundedFlow.ipynb +++ /dev/null @@ -1,124 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Irreducible active flows in unbounded domain\n", - "\n", - "The expression of fluid flow can be written in terms of modes of the force per unit area and surface slip. These include\n", - "\n", - "$$\\boldsymbol{v}^{1s}(\\boldsymbol{r})=-(1+\\tfrac{b^{2}}{6}\\nabla^{2})\\,\\mathbf{G}\\cdot\\mathbf{F}^{(1s)},$$\n", - "$$\\boldsymbol{v}^{2s}(\\boldsymbol{r})=\\tfrac{28\\pi\\eta b^{2}}{3}(1+\\tfrac{b^{2}}{10}\\nabla^{2})\\,\\boldsymbol{\\nabla}\\mathbf{G}\\cdot\\mathbf{V}^{(2s)},$$\n", - "$$\\boldsymbol{v}^{3t}(\\boldsymbol{r})=\\tfrac{2\\pi\\eta b^{3}}{5}\\nabla^{2}\\mathbf{G}\\cdot\\mathbf{V}^{(3t)}$$\n", - "\n", - "We emphasise that these expressions are valid for any Green's function of the Stokes equation, provided they satisfy the additional boundary conditions that may be imposed. For this example, we choose an unbounded domain with the flow vanishing at infinity, for which the Green's function is the Oseen tensor,\n", - "\n", - "$$G_{\\alpha\\beta}^{\\text{o}}(\\boldsymbol{r}-\\boldsymbol{r}^{\\prime})=\\frac{1}{8\\pi\\eta}\\left(\\nabla^{2}\\delta_{\\alpha\\beta}-\\nabla_{\\alpha}\\nabla_{\\beta}\\right)|\\boldsymbol{r}-\\boldsymbol{r}^{\\prime}|. $$" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# ex1 : flow around an active colloid in an unbounded domain\n", - "\n", - "%matplotlib inline\n", - "import pystokes\n", - "import numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, fluid viscosity, and number of particles\n", - "b, eta, Np = 1.0, 1.0/6.0, 1\n", - "\n", - "#initialise position, orientation and body force on the colloid\n", - "r, p, F = np.array([0.0, 0.0, 0.0]), np.array([0.0, -1.0, 0]), np.array([0.0, 1.0, 0])\n", - "\n", - "# irreducible coeffcients\n", - "V2s = pystokes.utils.irreducibleTensors(2, p)\n", - "V3t = pystokes.utils.irreducibleTensors(1, p)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# space dimension , extent , discretization\n", - "dim, L, Ng = 3, 10, 100;\n", - "\n", - "# instantiate the Flow class\n", - "flow = pystokes.unbounded.Flow(radius=b, particles=Np, viscosity=eta, gridpoints=Ng*Ng)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(25, 20), edgecolor='gray', linewidth=4)\n", - "\n", - "# create the grid\n", - "rr, vv = pystokes.utils.gridXY(dim, L, Ng)\n", - "\n", - "plt.subplot(231); vv=vv*0; \n", - "flow.flowField1s(vv, rr, r, F) \n", - "pystokes.utils.plotStreamlinesXY(vv, rr, r, offset=6e-1, title='lσ = 1s', density=2)\n", - "\n", - "plt.subplot(232); vv=vv*0; \n", - "flow.flowField2s(vv, rr, r, V2s) \n", - "pystokes.utils.plotStreamlinesXY(vv, rr, r, offset=4e-2, title='lσ = 2s', density=2)\n", - "\n", - "plt.subplot(233); vv=vv*0; \n", - "flow.flowField3t(vv, rr, r, V3t) \n", - "pystokes.utils.plotStreamlinesXY(vv, rr, r, offset=4e-4, title='lσ = 3t', density=2)" - ] - } - ], - "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": "3.7.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex2-flowPlaneSurface.ipynb b/binder/ex2-flowPlaneSurface.ipynb deleted file mode 100644 index 4436c81..0000000 --- a/binder/ex2-flowPlaneSurface.ipynb +++ /dev/null @@ -1,148 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Irreducible active flows: effect of plane boundaries \n", - "\n", - "The expression of fluid flow can be written in terms of modes of the force per unit area and surface slip. These include\n", - "\n", - "$$\\boldsymbol{v}^{1s}(\\boldsymbol{r})=-(1+\\tfrac{b^{2}}{6}\\nabla^{2})\\,\\mathbf{G}\\cdot\\mathbf{F}^{(1s)},$$\n", - "$$\\boldsymbol{v}^{2s}(\\boldsymbol{r})=\\tfrac{28\\pi\\eta b^{2}}{3}(1+\\tfrac{b^{2}}{10}\\nabla^{2})\\,\\boldsymbol{\\nabla}\\mathbf{G}\\cdot\\mathbf{V}^{(2s)},$$\n", - "$$\\boldsymbol{v}^{3t}(\\boldsymbol{r})=\\tfrac{2\\pi\\eta b^{3}}{5}\\nabla^{2}\\mathbf{G}\\cdot\\mathbf{V}^{(3t)}$$\n", - "\n", - "We emphasise that these expressions are valid for any Green's function of the Stokes equation, provided they satisfy the additional boundary conditions that may be imposed. \n", - "\n", - "Our second example illustrates how irreducible flows are modified by the proximity to plane boundaries. This is of relevance to experiments, where confinement by boundaries is commonplace [#goldstein2015green, #thutupalli2018FIPS]. This also illustrates the flexibility of our method, as the only quantity that needs to be changed is the Green's function. The Green's function for a no-slip wall is the Lorentz-Blake tensor\n", - "\n", - "$$\n", - "G_{\\alpha\\beta}^{\\text{w}}(\\boldsymbol{R}_{i},\\,\\boldsymbol{R}_{j})\t=\tG_{\\alpha\\beta}^{\\text{o}}(\\boldsymbol{r}_{ij})-G_{\\alpha\\beta}^{\\text{o}}(\\boldsymbol{r}_{ij}^{*})-2h\\nabla_{{\\scriptscriptstyle \\boldsymbol{r}_{\\gamma}^{*}}}G_{\\alpha3}^{\\text{o}}(\\boldsymbol{r}_{ij}^{*})\\mathcal{M}_{\\beta\\gamma}+h^{2}\\nabla_{{\\scriptscriptstyle \\boldsymbol{r}^{*}}}^{2}G_{\\alpha\\gamma}^{\\text{o}}(\\boldsymbol{r}_{ij}^{*})\\mathcal{M}_{\\beta\\gamma}.Here \\boldsymbol{r}_{ij}^{*}=\\mathbf{\\boldsymbol{R}}_{i}-\\mathbf{\\boldsymbol{R}}_{j}^{*},\n", - "$$\n", - "\n", - "where $\\boldsymbol{R}_{j}^{*}=\\boldsymbol{\\mathcal{M}}\\cdot\\boldsymbol{R}$ is the image of the j-th colloid at a distance h from plane boundary and $\\boldsymbol{\\mathcal{M}}=\\boldsymbol{I}-2\\mathbf{\\hat{z}}\\mathbf{\\hat{z}}$ is the reflection operator. The Green's function for a no-shear plane air-water interface is\n", - "\n", - "$$\n", - "G_{\\alpha\\beta}^{\\text{i}}(\\boldsymbol{R}_{i},\\,\\boldsymbol{R}_{j})\t=\tG_{\\alpha\\beta}^{\\text{o}}(\\boldsymbol{r}_{ij})+(\\delta_{\\beta\\rho}\\delta_{\\rho\\gamma}-\\delta_{\\beta3}\\delta_{3\\gamma})G_{\\alpha\\gamma}^{\\text{o}}(\\boldsymbol{r}_{ij}^{*}).\n", - "$$\n", - "The plane boundary is placed at z=0 and the flows are plotted in the half-space z>0. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "## ex2 : comparison of flow around an active colloid near a plane surface ( wall and interface )\n", - "\n", - "%matplotlib inline\n", - "import pystokes\n", - "import numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, fluid viscosity, and number of particles\n", - "b, eta, Np = 1.0, 1.0/6.0, 1\n", - "\n", - "#initialise position, orientation and body force on the colloid\n", - "r, p, F = np.array([0.0, 0.0, 3.4]), np.array([0.0, 0.0, -1]), np.array([0.0, 0.0, 1])\n", - "\n", - "# irreducible coeffcients\n", - "V2s = pystokes.utils.irreducibleTensors(2, p)\n", - "V3t = pystokes.utils.irreducibleTensors(1, p)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# space dimension , extent , discretization\n", - "dim, L, Ng = 3, 10, 128\n", - "\n", - "#Instantiate the Flow class near a planw wall and interface\n", - "wFlow = pystokes.wallBounded.Flow(radius=b, particles=Np, viscosity=eta, gridpoints=Ng*Ng)\n", - "iFlow = pystokes.interface.Flow(radius=b, particles=Np, viscosity=eta, gridpoints=Ng*Ng)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(24, 8), edgecolor='gray', linewidth=4)\n", - "\n", - "# create the grid\n", - "rr, vv = pystokes.utils.gridYZ(dim, L, Ng)\n", - "\n", - "plt.subplot(231); vv=vv*0; \n", - "wFlow.flowField1s(vv, rr, r, F) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44,offset=1e-1, title='lσ = 1s', density=2)\n", - "\n", - "plt.subplot(232); vv=vv*0; \n", - "wFlow.flowField2s(vv, rr, r, V2s) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44, offset=1e-1, title='lσ = 2s', density=2)\n", - "\n", - "plt.subplot(233); vv=vv*0; \n", - "wFlow.flowField3t(vv, rr, r, V3t) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44,offset=4e-2, title='lσ = 3t', density=2)\n", - "\n", - "plt.subplot(234); vv=vv*0; \n", - "iFlow.flowField1s(vv, rr, r, F) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44,offset=4e-1, title='None', density=2)\n", - "\n", - "plt.subplot(235); vv=vv*0; \n", - "iFlow.flowField2s(vv, rr, r, V2s) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44,offset=1e-1, title='None', density=2)\n", - "\n", - "plt.subplot(236); vv=vv*0; \n", - "iFlow.flowField3t(vv, rr, r, V3t) \n", - "pystokes.utils.plotStreamlinesYZsurf(vv, rr, r, ms=44,offset=6e-2, title='None', density=2)" - ] - } - ], - "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": "3.7.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex3-crystalNucleation.ipynb b/binder/ex3-crystalNucleation.ipynb deleted file mode 100644 index bc926b6..0000000 --- a/binder/ex3-crystalNucleation.ipynb +++ /dev/null @@ -1,105 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# ex3: competition between flow-induced forces and thermal fluctuations\n", - "\n", - "%matplotlib inline\n", - "import pystokes, numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, self-propulsion speed, number and fluid viscosity\n", - "b, vs, Np, eta = 1.0, 0.4, 2, 0.1\n", - "\n", - "rbm = pystokes.wallBounded.Rbm(radius=b, particles=Np, viscosity=eta)\n", - "forces = pystokes.forceFields.Forces(particles=Np)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def twoBodyDynamics(T=1):\n", - " \"\"\"simulation of two active colloid near a wall in a fluid at temperature T\"\"\"\n", - " \n", - " #initial position and orientation\n", - " r, p = np.array([-2.5,2.5, 0,0 , 2.5, 2.5]), np.array([0,0, 0,0, -1.0,-1.0])\n", - " \n", - " # integration parameters and arrays\n", - " Nt=2**16; x1=np.zeros(Nt); x2=np.zeros(Nt)\n", - " x1[0], x2[0] = r[0], r[1]; dt=0.01; sqdt=np.sqrt(T*dt)\n", - " F = np.zeros(3*Np); v = np.zeros(3*Np); vv = np.zeros(3*Np)\n", - " F0 = 6*np.pi*eta*b*vs*(1+9*b/(8*r[4])); #active stall force\n", - "\n", - " # integration loop\n", - " for i in range(Nt-1):\n", - " forces.lennardJones(F,r,lje=.6,ljr=2.1); F[4],F[5]= F0, F0\n", - " rbm.mobilityTT(v, r, F) \n", - " \n", - " # Euler-Maryuama integration\n", - " rbm.noiseTT(vv, r)\n", - " x1[i+1] = x1[i] + dt*v[0] + sqdt*vv[0]\n", - " x2[i+1] = x2[i] + dt*v[1] + sqdt*vv[1]\n", - "\n", - " #reset the variables for next time step\n", - " r[0],r[1],v,vv,F[0:3] = x1[i+1], x2[i+1],v*0,vv*0,F[0:3]*0 \n", - " return x1, x2" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "T=([0, .1]); pystokes.utils.plotTrajectory(twoBodyDynamics, T, bins=32)" - ] - } - ], - "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": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex4-crystallization.ipynb b/binder/ex4-crystallization.ipynb deleted file mode 100644 index e742efc..0000000 --- a/binder/ex4-crystallization.ipynb +++ /dev/null @@ -1,152 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "## ex4 : flow - induced phase separation of active colloids at a wall\n", - " \n", - "%matplotlib inline\n", - "import pystokes \n", - "import numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, self-propulsion speed, number and fluid viscosity\n", - "b, vs, Np, eta = 1.0, 1.0, 128, 0.1\n", - "\n", - "#initialise\n", - "r = pystokes.utils.initialCondition(Np) # initial random distribution of positions\n", - "p = np.zeros(3*Np); p[2*Np:3*Np] = -1 # initial orientation of the colloids" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "def rhs(rp):\n", - " \"\"\"\n", - " right hand side of the rigid body motion equation\n", - " rp: is the array of position and orientations of the colloids\n", - " returns the \\dot{rp} so that rp can be updated using an integrator\n", - " orientations are not evolved in this example\n", - " \"\"\"\n", - " # assign fresh values at each time step\n", - " r = rp[0:3*Np]; p = rp[3*Np:6*Np]\n", - " F, v, o = np.zeros(3*Np), np.zeros(3*Np), np.zeros(3*Np)\n", - " \n", - " force.lennardJonesWall(F, r, lje=0.01, ljr=5, wlje=1.2, wljr=3.4)\n", - " rbm.mobilityTT(v, r, F) \n", - " \n", - " V1s = vs*p; V3t=0.6*V1s;\n", - " rbm.propulsionT3t(v, r, V3t); v = v + V1s\n", - " return np.concatenate( (v,o) )" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Crystallization at a plane no-slip wall" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rbm = pystokes.wallBounded.Rbm(radius=b, particles=Np, viscosity=eta)\n", - "force = pystokes.forceFields.Forces(particles=Np)\n", - "\n", - "# simulate the resulting system\n", - "Tf, Npts = 150, 200\n", - "pystokes.utils.simulate(np.concatenate((r,p)), Tf,Npts,rhs,integrator='odeint', filename='crystallization')\n", - "\n", - "# plot the data at specific time instants\n", - "pystokes.utils.plotConfigs(t=[1, 40, 100, 200], ms=60, tau=(Tf/Npts)/(b/vs), filename='crystallization')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Crystallization at a plane no-shear interface" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rbm = pystokes.interface.Rbm(radius=b, particles=Np, viscosity=eta)\n", - "\n", - "force = pystokes.forceFields.Forces(particles=Np)\n", - "\n", - "# simulate the resulting system\n", - "Tf, Npts = 150, 200\n", - "pystokes.utils.simulate(np.concatenate((r,p)), Tf,Npts,rhs,integrator='odeint', filename='crystallization')\n", - "\n", - "# plot the data at specific time instants\n", - "pystokes.utils.plotConfigs(t=[1, 40, 100, 200], ms=60, tau=(Tf/Npts)/(b/vs), filename='crystallization')" - ] - } - ], - "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": "3.7.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex5-phoreticField.ipynb b/binder/ex5-phoreticField.ipynb deleted file mode 100644 index f6eed1f..0000000 --- a/binder/ex5-phoreticField.ipynb +++ /dev/null @@ -1,103 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# ex5: chemical field of an autphoretic colloid - unbounded domain (first row) and near a wall (second row)\n", - "\n", - "%matplotlib inline\n", - "import pystokes, numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, fluid viscosity, and number of particles \n", - "b, D, Np = 1.0, 1.0/6.0, 1\n", - "\n", - "#initialise \n", - "r, p = np.array([0.0, 0.0, 5]), np.array([0.0, 0.0, 1]) \n", - "# irreducible coeffcients \n", - "J0 = 10*np.ones(Np); \n", - "J1 = pystokes.utils.irreducibleTensors(1, p) \n", - "J2 = pystokes.utils.irreducibleTensors(2, p)\n", - "\n", - "# space dimension , extent , discretization \n", - "dim, L, Ng = 3, 10, 64; \n", - "\n", - "# instantiate the phoretic field class class \n", - "ufield = pystokes.phoretic.unbounded.Field(radius=b, particles=Np, phoreticConstant=D, gridpoints=Ng*Ng) \n", - "wfield = pystokes.phoretic.wallBounded.Field(radius=b, particles=Np, phoreticConstant=D, gridpoints=Ng*Ng)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot using subplots on a given grid\n", - "rr, vv = pystokes.utils.gridYZ(dim, L, Ng)\n", - "plt.figure(figsize=(24, 8), edgecolor='gray', linewidth=4)\n", - "\n", - "plt.subplot(231); vv=vv*0; ufield.phoreticField0(vv, rr, r, J0) \n", - "pystokes.utils.plotContoursYZ(vv, rr, r, offset=1e-1, title='m=0') \n", - "\n", - "plt.subplot(232); vv=vv*0; ufield.phoreticField1(vv, rr, r, J1) \n", - "pystokes.utils.plotContoursYZ(vv, rr, r, offset=1e-3, title='m=1') \n", - "\n", - "plt.subplot(233); vv=vv*0; ufield.phoreticField2(vv, rr, r, J2)\n", - "pystokes.utils.plotContoursYZ(vv, rr, r, offset=4e2, title='m=2') \n", - "\n", - "plt.subplot(234); vv=vv*0; wfield.phoreticField0(vv, rr, r, J0) \n", - "pystokes.utils.plotContoursYZsurf(vv, rr, r, offset=1e-2,) \n", - "\n", - "plt.subplot(235); vv=vv*0; wfield.phoreticField1(vv, rr, r, J1) \n", - "pystokes.utils.plotContoursYZsurf(vv, rr, r, offset=1e-3) \n", - "\n", - "plt.subplot(236); vv=vv*0; wfield.phoreticField2(vv, rr, r, J2)\n", - "pystokes.utils.plotContoursYZsurf(vv, rr, r, offset=3e3) " - ] - } - ], - "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": "3.7.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex6-arrestedCluster.ipynb b/binder/ex6-arrestedCluster.ipynb deleted file mode 100644 index ca40fce..0000000 --- a/binder/ex6-arrestedCluster.ipynb +++ /dev/null @@ -1,121 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# ex6: arrested clustering of autphoretic colloids near a wall\n", - "\n", - "%matplotlib inline\n", - "import pystokes \n", - "import numpy as np, matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# particle radius, self-propulsion speed, number and fluid viscosity\n", - "b, vs, Np, eta = 1.0, 1.0, 256, 0.1\n", - "\n", - "#initialise\n", - "r = pystokes.utils.initialCondition(Np) # initial random distribution of positions\n", - "p = np.zeros(3*Np); p[2*Np:3*Np] = -1 # initial orientation of the colloids" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "rbm = pystokes.wallBounded.Rbm(radius=b, particles=Np, viscosity=eta)\n", - "phoresis = pystokes.phoretic.wallBounded.Phoresis(radius=b, particles=Np, phoreticConstant=eta)\n", - "forces = pystokes.forceFields.Forces(particles=Np)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "N1, N2 = 3*Np, 6*Np # define two constants for convenience\n", - "\n", - "def rhs(rp):\n", - " \"\"\"\n", - " * right hand side of the rigid body motion equations\n", - " * rp: is the array of position (r) and orientations (p) of the colloids\n", - " * returns \\dot{rp} so that rp can be updated using an integrator\n", - " \"\"\"\n", - " r = rp[0:N1]; p = rp[N1:N2]; \n", - " F,v,o,C1 = np.zeros(N1),np.zeros(N1),np.zeros(N1),np.zeros(N1)\n", - " \n", - " forces.lennardJonesWall(F, r, lje=0.012, ljr=5, wlje=1.2, wljr=3.4)\n", - " rbm.mobilityTT(v, r, F) # rbm contributions from body forces\n", - " \n", - " #phoretic field on the surface of colloids\n", - " J0, J1 = .4*np.ones(Np), pystokes.utils.irreducibleTensors(1, p)\n", - " phoresis.elastance10(C1, r, J0); phoresis.elastance11(C1, r, J1)\n", - " \n", - " # active contributions to the rbm\n", - " M0=1; V1s=-pystokes.utils.couplingTensors(0, p, M0)*C1; V3t=0.6*V1s\n", - " rbm.propulsionT3t(v, r, V3t); v += V1s\n", - " return np.concatenate( (v,o) )\n", - "\n", - "\n", - "# simulate the resulting system\n", - "Tf, Npts = 256, 256\n", - "pystokes.utils.simulate(np.concatenate((r,p)), Tf,Npts,rhs,integrator='odeint', filename='arrestedClusters')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# plot the data at specific time instants\n", - "pystokes.utils.plotConfigs(t=[1, 64, 128, 256], ms=60, tau=(Tf/Npts)/(b/vs), filename='arrestedClusters')" - ] - } - ], - "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": "3.7.7" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/binder/ex8-holographicTrap.ipynb b/binder/ex8-holographicTrap.ipynb deleted file mode 100644 index ac9121d..0000000 --- a/binder/ex8-holographicTrap.ipynb +++ /dev/null @@ -1,261 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Synchronization of active colloids in a 2D lattice of harmonic traps\n", - "\n", - "Here, we study the dynamics of spherical active colloids of radius $b$ in a two-dimensional lattice of traps. We consider self-propelling, polar, achiral active colloids, with non-zero values of $\\mathbf{V}_{i}^{\\mathcal{A}}, \\mathbf{V}_{i}^{(2s)}$ and $\\mathbf{V}_{i}^{(3t)}$. With this choice, an isolated colloid translates with velocity $\\mathbf{V}_{i}^{\\mathcal{A}}=v_{s}\\boldsymbol{p}_{i}$ while producing dipolar and quadrupolar flows of strengths proportional to $\\mathbf{V}_{i}^{(2s)}$ and $\\mathbf{V}_{i}^{(3t)}$ respectively. \n", - "\n", - "The system we study can be realized experimentally in holographic tweezers. The centers of the $N$ traps are at $\\boldsymbol{R}_{i}^{0}$, arranged linearly or in a $\\sqrt{N}\\times\\sqrt{N}$ square lattice. Each trap contains a single active colloid which feels a body force from that trap alone. The moment of force about the trap center is zero. Therefore, in a trap of stiffness $k$ centered at $\\boldsymbol{R}_{i}^{0}$, the force and torque on the ith colloid is\n", - "\n", - "$$\n", - "\\mathbf{F}_{i}^{P}=-k(\\boldsymbol{R}_{i}-\\boldsymbol{R}_{i}^{0}),\\qquad\\mathbf{T}_{i}^{P}=0.\n", - "$$\n", - "\n", - "We start by ignoring hydrodynamic interactions to obtain the balance of forces and torques \n", - "\n", - "$$\n", - "-6\\pi\\eta b(\\mathbf{V}_{i}-v_{s}\\boldsymbol{p}_{i})-k(\\boldsymbol{R}_{i}-\\boldsymbol{R}^{0})\t=0,\t\\qquad-8\\pi\\eta b^{3}\\,\\mathbf{\\Omega}_{i}=0.\n", - "$$\n", - "\n", - "This gives the confinement radius $R^{*}=6\\pi\\eta bv_{s}/k=\\mathcal{A}_{T}b$, when the propulsive and trap forces are balanced. This is the stable state of the system in absence of hydrodynamic interactions. We now study the effects of hydrodynamic interaction using PyStokes. More details of the model etc can be found in section VII of the [paper](https://arxiv.org/pdf/1603.05735.pdf). " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib inline\n", - "import numpy as np\n", - "import scipy.io as sio\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.patches as patches\n", - "import pystokes" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "DTYPE = np.float\n", - "class trap:\n", - " def __init__(self, a, Np, vs, eta, dim, S0, D0, k, ljeps, ljrmin):\n", - " self.a = a\n", - " self.Np = Np\n", - " self.vs = vs\n", - " self.eta = eta\n", - " self.dim = dim\n", - " self.S0 = S0\n", - " self.D0 = D0\n", - " self.mu = 1.0/(6*np.pi*self.eta*self.a)\n", - " self.k = k\n", - " self.ljrmin = ljrmin\n", - " self.ljeps = ljeps\n", - " self.dX = np.zeros( 6*self.Np, dtype=DTYPE)\n", - " \n", - " self.uRbm = pystokes.unbounded.Rbm(self.a, self.Np, self.eta)\n", - "\n", - "\n", - " def initialise(self, initialConfig, trapCentre):\n", - " self.rp0 = initialConfig\n", - " self.trapCentre = trapCentre\n", - " return\n", - "\n", - " def rhs(self, rp):\n", - " Np = self.Np \n", - " xx=2*Np; vs = self.vs\n", - " \n", - " r = rp[0:3*Np]\n", - " p = rp[3*Np:6*Np] \n", - " F = - self.k*(r-trapCentre)\n", - " \n", - " v = r*0; o=r*0;\n", - " self.uRbm.mobilityTT(v, r, F)\n", - " self.uRbm.mobilityRT(o, r, F)\n", - " \n", - " self.dX[0:3*Np] = vs*p + v \n", - " self.dX[3*Np:4*Np] = o[Np:2*Np ]*p[2*Np:3*Np] - o[2*Np:3*Np]*p[Np:2*Np]\n", - " self.dX[4*Np:5*Np] = o[2*Np:3*Np]*p[0:Np ] - o[0:Np ]*p[2*Np:3*Np]\n", - " self.dX[5*Np:6*Np] = o[0:Np ]*p[Np:2*Np ] - o[Np:2*Np ]*p[0:Np ]\n", - " return self.dX\n", - " \n", - " def simulate(self, dt, N):\n", - " '''run simulation and save data'''\n", - " X = np.zeros( (N+1, 6*self.Np), dtype=DTYPE)\n", - " X[0, :] = self.rp0\n", - "\n", - " for i in range(N):\n", - " X[i+1, :] = X[i, :] + self.rhs(X[i, :])*dt\n", - " \n", - " sio.savemat('Np=%s_vs=%4.4f_K=%4.4f.mat'%(self.Np, self.vs, self.k), {'trapCentre':self.trapCentre, 'X':X, 't':dt, 'Np':self.Np,'k':self.k, 'vs':self.vs, 'S0':self.S0,})\n", - " return" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "## parameters and initial conditions\n", - "Np = 9 # number of particles\n", - "vs = 1 # self-propulsion speed\n", - "A = 2 # number vs/k\n", - "k = vs/A # stiffness of the trap\n", - "a0 = 40 # separation of trap centers\n", - "\n", - "dim = 3 # dimensionality of the problem \n", - "eta = 1.0/6 # viscosity of the fluid simulated\n", - "b = 1 # radius of the particle \n", - "\n", - "S0, D0 = 0.01, 0.01 # strength of the stresslet and potDiple\n", - "ljrmin, ljeps = 3, .01 # lennard-jones parameters\n", - "dt, Npts = 10, 200 # final time and number of points \n", - "\n", - "# instantiate the class trap from trap.pyx for simulation \n", - "rm = trap(b, Np, vs, eta, dim, S0, D0, k, ljeps, ljrmin) \n", - "\n", - "# set initial condition\n", - "def initialConfig(rp0, trapCentre, theta, b, a0, vs, k, Np): \n", - " '''method for preparing an initial system''' \n", - " rr = (6*np.pi*eta*vs*b)/k # confinement radius\n", - " t1 = np.pi/180 \n", - " \n", - " if Np==1: \n", - " rp0[0], rp0[1], rp0[2] = 0, 0, 8 # Position \n", - " rp0[3], rp0[4], rp0[5] = 0, 0, -1 # Orientation \n", - " \n", - " elif Np==3: \n", - " trapCentre[0], trapCentre[3] = 0, 0 \n", - " trapCentre[1], trapCentre[4] = a0, a0\n", - " trapCentre[2], trapCentre[5] = -a0, a0 \n", - " theta[0:3] = 90*np.pi/180 \n", - " for i in range(Np):\n", - " rp0[i ] = trapCentre[i ] + rr*np.cos(theta[i])\n", - " rp0[i+Np ] = trapCentre[i+Np] + rr*np.sin(theta[i])\n", - " rp0[i+3*Np] = np.cos(theta[i])\n", - " rp0[i+4*Np] = np.sin(theta[i])\n", - " else:\n", - " Np1d = np.int(np.round( (Np)**(1.0/2)))\n", - " nnd = Np1d/2 - 0.5; h0=0\n", - " Np= np.int(Np1d*Np1d)\n", - " for i in range(Np1d):\n", - " for j in range(Np1d):\n", - " ii = i*Np1d + j\n", - " trapCentre[ii] = a0*(-nnd + i)\n", - " trapCentre[ii+Np] = a0*(-nnd + j)\n", - " trapCentre[ii+2*Np] = h0\n", - " theta = np.ones(Np)*np.pi/2\n", - " #theta = np.random.random(Np)*np.pi/2\n", - " for i in range(Np):\n", - " rp0[i ] = trapCentre[i ] + rr*np.cos(theta[i])\n", - " rp0[i+Np ] = trapCentre[i+Np] + rr*np.sin(theta[i])\n", - " rp0[i+3*Np] = np.cos(theta[i])\n", - " rp0[i+4*Np] = np.sin(theta[i])\n", - " \n", - "rp0 = np.zeros(6*Np) # memory allocation for positions and orientation of colloids\n", - "trapCentre = np.zeros(3*Np) # memory allocation for trap centers\n", - "theta = np.zeros(Np) # angle of the colloids about the trap centers\n", - "\n", - "initialConfig(rp0, trapCentre, theta, b, a0, vs, k, Np)\n", - "rm.initialise(rp0, trapCentre)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# simulate the system and save data\n", - "rm.simulate(dt, Npts)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load the data and plot snapshots" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "data = sio.loadmat('Np=9_vs=1.0000_K=0.5000.mat')\n", - "X = data['X']\n", - "tm = data['t']\n", - "k = data['k']\n", - "vs = data['vs']\n", - "Np = data['Np']\n", - "tC = data['trapCentre']" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rr = (6*np.pi*eta*vs*b)/k # confinement radius\n", - "fig = plt.figure(figsize=(24, 8)); \n", - "\n", - "def plotConfig(n, n_):\n", - " ax = fig.add_subplot(1, 5, n_, aspect='equal', )\n", - " for i in range(int(Np)):\n", - " ax.add_patch(patches.Circle((tC[0, i], tC[0, i+Np]), rr, color='#348abd', alpha=0.32))\n", - " x, y = X[n,i], X[n,Np+i]\n", - " px, py = X[n,3*Np+i], X[n,4*Np+i]\n", - " plt.quiver(x,y,px,py)\n", - " plt.title('Time=%d'%n, fontsize=20); plt.axis('off')\n", - "\n", - "plotConfig(0, 1)\n", - "plotConfig(10, 2)\n", - "plotConfig(100, 3)\n", - "plotConfig(200, 4)" - ] - } - ], - "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": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/examples/test-gt/3particles.ipynb b/examples/others/test-gt/3particles.ipynb similarity index 100% rename from examples/test-gt/3particles.ipynb rename to examples/others/test-gt/3particles.ipynb diff --git a/examples/test-gt/FTS-integrator.ipynb b/examples/others/test-gt/FTS-integrator.ipynb similarity index 100% rename from examples/test-gt/FTS-integrator.ipynb rename to examples/others/test-gt/FTS-integrator.ipynb diff --git a/examples/test-gt/FTSMEsym.py b/examples/others/test-gt/FTSMEsym.py similarity index 100% rename from examples/test-gt/FTSMEsym.py rename to examples/others/test-gt/FTSMEsym.py diff --git a/examples/test-gt/FreeSpaceTest.ipynb b/examples/others/test-gt/FreeSpaceTest.ipynb similarity index 100% rename from examples/test-gt/FreeSpaceTest.ipynb rename to examples/others/test-gt/FreeSpaceTest.ipynb diff --git a/examples/test-gt/Interface/interfaceME.py b/examples/others/test-gt/Interface/interfaceME.py similarity index 100% rename from examples/test-gt/Interface/interfaceME.py rename to examples/others/test-gt/Interface/interfaceME.py diff --git a/examples/test-gt/Interface/sympyInterface.ipynb b/examples/others/test-gt/Interface/sympyInterface.ipynb similarity index 100% rename from examples/test-gt/Interface/sympyInterface.ipynb rename to examples/others/test-gt/Interface/sympyInterface.ipynb diff --git a/examples/test-gt/Untitled.ipynb b/examples/others/test-gt/Untitled.ipynb similarity index 100% rename from examples/test-gt/Untitled.ipynb rename to examples/others/test-gt/Untitled.ipynb diff --git a/examples/test-gt/Wall/integratorWall.ipynb b/examples/others/test-gt/Wall/integratorWall.ipynb similarity index 100% rename from examples/test-gt/Wall/integratorWall.ipynb rename to examples/others/test-gt/Wall/integratorWall.ipynb diff --git a/examples/test-gt/Wall/solveWall.py b/examples/others/test-gt/Wall/solveWall.py similarity index 100% rename from examples/test-gt/Wall/solveWall.py rename to examples/others/test-gt/Wall/solveWall.py diff --git a/examples/test-gt/Wall/sympyWall.ipynb b/examples/others/test-gt/Wall/sympyWall.ipynb similarity index 100% rename from examples/test-gt/Wall/sympyWall.ipynb rename to examples/others/test-gt/Wall/sympyWall.ipynb diff --git a/examples/test-gt/Wall/wallME.py b/examples/others/test-gt/Wall/wallME.py similarity index 100% rename from examples/test-gt/Wall/wallME.py rename to examples/others/test-gt/Wall/wallME.py diff --git a/examples/test-gt/compare-exact.ipynb b/examples/others/test-gt/compare-exact.ipynb similarity index 100% rename from examples/test-gt/compare-exact.ipynb rename to examples/others/test-gt/compare-exact.ipynb diff --git a/examples/test-gt/freeSpaceME.py b/examples/others/test-gt/freeSpaceME.py similarity index 100% rename from examples/test-gt/freeSpaceME.py rename to examples/others/test-gt/freeSpaceME.py diff --git a/examples/test-gt/freeSpaceMEsymFactors.py b/examples/others/test-gt/freeSpaceMEsymFactors.py similarity index 100% rename from examples/test-gt/freeSpaceMEsymFactors.py rename to examples/others/test-gt/freeSpaceMEsymFactors.py diff --git a/examples/test-gt/freeSpaceMatrixME.py b/examples/others/test-gt/freeSpaceMatrixME.py similarity index 100% rename from examples/test-gt/freeSpaceMatrixME.py rename to examples/others/test-gt/freeSpaceMatrixME.py diff --git a/examples/test-gt/fullSolver/2particlesLadd-Full.ipynb b/examples/others/test-gt/fullSolver/2particlesLadd-Full.ipynb similarity index 100% rename from examples/test-gt/fullSolver/2particlesLadd-Full.ipynb rename to examples/others/test-gt/fullSolver/2particlesLadd-Full.ipynb diff --git a/examples/test-gt/fullSolver/3particlesHW-Full.ipynb b/examples/others/test-gt/fullSolver/3particlesHW-Full.ipynb similarity index 100% rename from examples/test-gt/fullSolver/3particlesHW-Full.ipynb rename to examples/others/test-gt/fullSolver/3particlesHW-Full.ipynb diff --git a/examples/test-gt/fullSolver/fullME.py b/examples/others/test-gt/fullSolver/fullME.py similarity index 100% rename from examples/test-gt/fullSolver/fullME.py rename to examples/others/test-gt/fullSolver/fullME.py diff --git a/examples/test-gt/fullSolver/fullMEOLD.py b/examples/others/test-gt/fullSolver/fullMEOLD.py similarity index 100% rename from examples/test-gt/fullSolver/fullMEOLD.py rename to examples/others/test-gt/fullSolver/fullMEOLD.py diff --git a/examples/test-gt/fullSolver/integratorFull.ipynb b/examples/others/test-gt/fullSolver/integratorFull.ipynb similarity index 100% rename from examples/test-gt/fullSolver/integratorFull.ipynb rename to examples/others/test-gt/fullSolver/integratorFull.ipynb diff --git a/examples/test-gt/fullSolver/solveFull.py b/examples/others/test-gt/fullSolver/solveFull.py similarity index 100% rename from examples/test-gt/fullSolver/solveFull.py rename to examples/others/test-gt/fullSolver/solveFull.py diff --git a/examples/test-gt/fullSolver/sympyFull.ipynb b/examples/others/test-gt/fullSolver/sympyFull.ipynb similarity index 100% rename from examples/test-gt/fullSolver/sympyFull.ipynb rename to examples/others/test-gt/fullSolver/sympyFull.ipynb diff --git a/examples/test-gt/fullSolver/three-colloids.pdf b/examples/others/test-gt/fullSolver/three-colloids.pdf similarity index 100% rename from examples/test-gt/fullSolver/three-colloids.pdf rename to examples/others/test-gt/fullSolver/three-colloids.pdf diff --git a/examples/test-gt/fullSolver/two-colloids-parallel.pdf b/examples/others/test-gt/fullSolver/two-colloids-parallel.pdf similarity index 100% rename from examples/test-gt/fullSolver/two-colloids-parallel.pdf rename to examples/others/test-gt/fullSolver/two-colloids-parallel.pdf diff --git a/examples/test-gt/fullSolver/two-colloids-perp.pdf 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examples/others/test-gt/periodic/solvePeriodic.py diff --git a/examples/test-gt/periodic/sympyPeriodic.ipynb b/examples/others/test-gt/periodic/sympyPeriodic.ipynb similarity index 100% rename from examples/test-gt/periodic/sympyPeriodic.ipynb rename to examples/others/test-gt/periodic/sympyPeriodic.ipynb diff --git a/examples/test-gt/periodic/sympyPeriodic_old.ipynb b/examples/others/test-gt/periodic/sympyPeriodic_old.ipynb similarity index 100% rename from examples/test-gt/periodic/sympyPeriodic_old.ipynb rename to examples/others/test-gt/periodic/sympyPeriodic_old.ipynb diff --git a/examples/test-gt/periodic/testG3s3s.py b/examples/others/test-gt/periodic/testG3s3s.py similarity index 100% rename from examples/test-gt/periodic/testG3s3s.py rename to examples/others/test-gt/periodic/testG3s3s.py diff --git a/examples/test-gt/periodic/testLoadME.ipynb b/examples/others/test-gt/periodic/testLoadME.ipynb similarity index 100% rename from examples/test-gt/periodic/testLoadME.ipynb rename to examples/others/test-gt/periodic/testLoadME.ipynb diff --git a/examples/test-gt/periodic/untitled.py b/examples/others/test-gt/periodic/untitled.py similarity index 100% rename from examples/test-gt/periodic/untitled.py rename to examples/others/test-gt/periodic/untitled.py diff --git a/examples/test-gt/periodicZickHomsy/M2r0.ipynb b/examples/others/test-gt/periodicZickHomsy/M2r0.ipynb similarity index 100% rename from examples/test-gt/periodicZickHomsy/M2r0.ipynb rename to examples/others/test-gt/periodicZickHomsy/M2r0.ipynb diff --git a/examples/test-gt/periodicZickHomsy/periodic_11.py b/examples/others/test-gt/periodicZickHomsy/periodic_11.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_11.py rename to examples/others/test-gt/periodicZickHomsy/periodic_11.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_12.py b/examples/others/test-gt/periodicZickHomsy/periodic_12.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_12.py rename to examples/others/test-gt/periodicZickHomsy/periodic_12.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_13.py b/examples/others/test-gt/periodicZickHomsy/periodic_13.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_13.py rename to examples/others/test-gt/periodicZickHomsy/periodic_13.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_2.py b/examples/others/test-gt/periodicZickHomsy/periodic_2.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_2.py rename to examples/others/test-gt/periodicZickHomsy/periodic_2.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_21.py b/examples/others/test-gt/periodicZickHomsy/periodic_21.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_21.py rename to examples/others/test-gt/periodicZickHomsy/periodic_21.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_33.py b/examples/others/test-gt/periodicZickHomsy/periodic_33.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_33.py rename to examples/others/test-gt/periodicZickHomsy/periodic_33.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_4.py b/examples/others/test-gt/periodicZickHomsy/periodic_4.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_4.py rename to examples/others/test-gt/periodicZickHomsy/periodic_4.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_5.py b/examples/others/test-gt/periodicZickHomsy/periodic_5.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_5.py rename to examples/others/test-gt/periodicZickHomsy/periodic_5.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_6.py b/examples/others/test-gt/periodicZickHomsy/periodic_6.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_6.py rename to examples/others/test-gt/periodicZickHomsy/periodic_6.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_8.py b/examples/others/test-gt/periodicZickHomsy/periodic_8.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_8.py rename to examples/others/test-gt/periodicZickHomsy/periodic_8.py diff --git a/examples/test-gt/periodicZickHomsy/periodic_9.py b/examples/others/test-gt/periodicZickHomsy/periodic_9.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/periodic_9.py rename to examples/others/test-gt/periodicZickHomsy/periodic_9.py diff --git a/examples/test-gt/periodicZickHomsy/sedimentingLattice.ipynb b/examples/others/test-gt/periodicZickHomsy/sedimentingLattice.ipynb similarity index 100% rename from examples/test-gt/periodicZickHomsy/sedimentingLattice.ipynb rename to examples/others/test-gt/periodicZickHomsy/sedimentingLattice.ipynb diff --git a/examples/test-gt/periodicZickHomsy/solvePeriodic.py b/examples/others/test-gt/periodicZickHomsy/solvePeriodic.py similarity index 100% rename from examples/test-gt/periodicZickHomsy/solvePeriodic.py rename to examples/others/test-gt/periodicZickHomsy/solvePeriodic.py diff --git a/examples/test-gt/periodicZickHomsy/sympyPeriodic.ipynb b/examples/others/test-gt/periodicZickHomsy/sympyPeriodic.ipynb similarity index 100% rename from examples/test-gt/periodicZickHomsy/sympyPeriodic.ipynb rename to examples/others/test-gt/periodicZickHomsy/sympyPeriodic.ipynb diff --git a/examples/test-gt/periodicZickHomsy/sympyPeriodic_old.ipynb b/examples/others/test-gt/periodicZickHomsy/sympyPeriodic_old.ipynb similarity index 100% rename from examples/test-gt/periodicZickHomsy/sympyPeriodic_old.ipynb rename to examples/others/test-gt/periodicZickHomsy/sympyPeriodic_old.ipynb diff --git a/examples/test-gt/simTools.py b/examples/others/test-gt/simTools.py similarity index 100% rename from examples/test-gt/simTools.py rename to examples/others/test-gt/simTools.py diff --git a/examples/test-gt/symmetrySolver/2particlesLadd-Sym.ipynb b/examples/others/test-gt/symmetrySolver/2particlesLadd-Sym.ipynb similarity index 100% rename from examples/test-gt/symmetrySolver/2particlesLadd-Sym.ipynb rename to examples/others/test-gt/symmetrySolver/2particlesLadd-Sym.ipynb diff --git a/examples/test-gt/symmetrySolver/3particlesHW-Sym.ipynb b/examples/others/test-gt/symmetrySolver/3particlesHW-Sym.ipynb similarity index 100% rename from examples/test-gt/symmetrySolver/3particlesHW-Sym.ipynb rename to examples/others/test-gt/symmetrySolver/3particlesHW-Sym.ipynb diff --git a/examples/test-gt/symmetrySolver/integratorSym.ipynb b/examples/others/test-gt/symmetrySolver/integratorSym.ipynb similarity index 100% rename from examples/test-gt/symmetrySolver/integratorSym.ipynb rename to examples/others/test-gt/symmetrySolver/integratorSym.ipynb diff --git a/examples/test-gt/symmetrySolver/solveSym.py b/examples/others/test-gt/symmetrySolver/solveSym.py similarity index 100% rename from examples/test-gt/symmetrySolver/solveSym.py rename to examples/others/test-gt/symmetrySolver/solveSym.py diff --git a/examples/test-gt/symmetrySolver/symME.py b/examples/others/test-gt/symmetrySolver/symME.py similarity index 100% rename from examples/test-gt/symmetrySolver/symME.py rename to examples/others/test-gt/symmetrySolver/symME.py diff --git a/examples/test-gt/symmetrySolver/sympySym.ipynb b/examples/others/test-gt/symmetrySolver/sympySym.ipynb similarity index 100% rename from examples/test-gt/symmetrySolver/sympySym.ipynb rename to examples/others/test-gt/symmetrySolver/sympySym.ipynb diff --git a/examples/test-gt/sympyFTS-symmetryFactors.ipynb b/examples/others/test-gt/sympyFTS-symmetryFactors.ipynb similarity index 100% rename from examples/test-gt/sympyFTS-symmetryFactors.ipynb rename to examples/others/test-gt/sympyFTS-symmetryFactors.ipynb diff --git a/examples/test-gt/sympyFreeSpace.ipynb b/examples/others/test-gt/sympyFreeSpace.ipynb similarity index 100% rename from examples/test-gt/sympyFreeSpace.ipynb rename to examples/others/test-gt/sympyFreeSpace.ipynb diff --git a/examples/test-gt/sympyFreeSpaceOld.ipynb b/examples/others/test-gt/sympyFreeSpaceOld.ipynb similarity index 100% rename from examples/test-gt/sympyFreeSpaceOld.ipynb rename to examples/others/test-gt/sympyFreeSpaceOld.ipynb diff --git a/examples/test-gt/sympyInterface.ipynb b/examples/others/test-gt/sympyInterface.ipynb similarity index 100% rename from examples/test-gt/sympyInterface.ipynb rename to examples/others/test-gt/sympyInterface.ipynb diff --git a/examples/test-gt/test2.py b/examples/others/test-gt/test2.py similarity index 100% rename from examples/test-gt/test2.py rename to examples/others/test-gt/test2.py diff --git a/examples/test-gt/testing-sympy-krylov.ipynb b/examples/others/test-gt/testing-sympy-krylov.ipynb similarity index 100% rename from examples/test-gt/testing-sympy-krylov.ipynb rename to examples/others/test-gt/testing-sympy-krylov.ipynb diff --git a/tests/test_notebooks.py b/tests/test_notebooks.py index a42d96d..91557b2 100644 --- a/tests/test_notebooks.py +++ b/tests/test_notebooks.py @@ -4,75 +4,6 @@ ignoreFlag=True # change to False if not to ignore -def run_notebook_tests(path, recursive=False): - """ - Runs Jupyter notebook tests. Exits if they fail. - """ - basepath = os.path.dirname(__file__) - nbpath = os.path.abspath(os.path.join(basepath, "..", path)) - ''' - Ignore notebooks which take longer or have deliberate errors, - but check they still exists - ''' - os.chdir('../examples/') - cwd =os.getcwd() - ignore_list = [os.path.join(cwd, 'ex3-crystalNucleation.ipynb'), - os.path.join(cwd, 'ex4-crystallization.ipynb'), - os.path.join(cwd, 'ex6-arrestedCluster.ipynb'), - os.path.join(cwd, 'ex7-benchmark.ipynb'), - os.path.join(cwd, 'others/abp/active_brownian_2D.ipynb'), - ] - - for ignored_book in ignore_list: - if not os.path.isfile(ignored_book): - raise Exception('Ignored notebook not found: ' + ignored_book) - - # Scan and run - print('Testing notebooks') - ok = True - for notebook, cwd in list_notebooks(nbpath, recursive, ignore_list): - os.chdir(cwd) # necessary for relative imports in notebooks - ok &= test_notebook(notebook) - # print(notebook) - if not ok: - print('\nErrors encountered in notebooks') - sys.exit(1) - print('\nOK') - - -def list_notebooks(root, recursive=False, ignore_list=None, notebooks=None): - """ - Returns a list of all notebooks in a directory. - """ - if notebooks is None: - notebooks = [] - if ignore_list is None or ignoreFlag==False: - ignore_list = [] - try: - for filename in os.listdir(root): - path = os.path.join(root, filename) - cwd = os.path.dirname(path) - if path in ignore_list: - print('Skipping ignored notebook: ' + path) - continue - - # Add notebooks - if os.path.splitext(path)[1] == '.ipynb': - notebooks.append((path,cwd)) - - # Recurse into subdirectories - elif recursive and os.path.isdir(path): - # Ignore hidden directories - if filename[:1] == '.': - continue - list_notebooks(path, recursive, ignore_list, notebooks) - except NotADirectoryError: - path = root - cwd = os.path.dirname(path) - return [(path,cwd)] - - return notebooks - def test_notebook(path): """ @@ -158,29 +89,17 @@ def export_notebook(ipath, opath): os.chmod(opath, 0o775) -if __name__ == '__main__': - # Set up argument parsing - def str2bool(v): - if isinstance(v, bool): - return v - if v.lower() in ('yes', 'true', 't', 'y', '1'): - return True - elif v.lower() in ('no', 'false', 'f', 'n', '0'): - return False - else: - raise argparse.ArgumentTypeError('Boolean value expected.') - parser = argparse.ArgumentParser( - description='Run notebook unit tests for PyStokes.', - ) - # Unit tests - parser.add_argument( - '--path', default = '.', - help='Run specific notebook or folder containing notebooks',) - parser.add_argument( - '--recursive', default = True, type=str2bool, - help='Wheither or not subfolders are searched',) - - # Parse! - args = parser.parse_args() - print(args) - run_notebook_tests(args.path, recursive=args.recursive) +cwd0 =os.getcwd() +os.chdir('../examples/') +cwd =os.getcwd() + +path1 = cwd+'/ex1-unboundedFlow.ipynb' +path2 = cwd+'/ex2-flowPlaneSurface.ipynb' +path3 = cwd+'/ex5-phoreticField.ipynb' +path4 = cwd+'/ex8-holographicTrap.ipynb' +path5 = cwd+'/ex3-crystalNucleation.ipynb' +test_notebook(path1) +test_notebook(path2) +test_notebook(path3) +test_notebook(path4) +test_notebook(path5)