{ "cells": [ { "cell_type": "markdown", "id": "7fb27b941602401d91542211134fc71a", "metadata": { "papermill": { "duration": 0.004023, "end_time": "2026-06-30T01:07:15.264707+00:00", "exception": false, "start_time": "2026-06-30T01:07:15.260684+00:00", "status": "completed" }, "tags": [] }, "source": [ "# Introduction to Action-Angle Coordinates\n", "\n", "Action-angle coordinates $(\\mathbf{J}, \\boldsymbol{\\theta})$ are canonical\n", "coordinates for integrable Hamiltonian systems in which the actions $\\mathbf{J}$\n", "are constants of motion and the angles $\\boldsymbol{\\theta}$ increase linearly\n", "with time at rates given by the frequencies $\\boldsymbol{\\Omega}$.\n", "\n", "For an axisymmetric potential, the three actions are:\n", "- $J_R$: radial action (related to the radial oscillation amplitude)\n", "- $L_z$: z-component of angular momentum (azimuthal action)\n", "- $J_z$: vertical action (related to the vertical oscillation amplitude)\n", "\n", "The corresponding frequencies are $\\Omega_R$, $\\Omega_\\phi$, and $\\Omega_z$.\n", "\n", "galpy supports both **forward** transformations $(\\mathbf{x}, \\mathbf{v}) \\to (\\mathbf{J}, \\boldsymbol{\\theta}, \\boldsymbol{\\Omega})$\n", "and **inverse** transformations $(\\mathbf{J}, \\boldsymbol{\\theta}) \\to (\\mathbf{x}, \\mathbf{v})$." ] }, { "cell_type": "code", "execution_count": 1, "id": "acae54e37e7d407bbb7b55eff062a284", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:15.272502Z", "iopub.status.busy": "2026-06-30T01:07:15.272291Z", "iopub.status.idle": "2026-06-30T01:07:15.637121Z", "shell.execute_reply": "2026-06-30T01:07:15.636288Z" }, "papermill": { "duration": 0.36985, "end_time": "2026-06-30T01:07:15.638041+00:00", "exception": false, "start_time": "2026-06-30T01:07:15.268191+00:00", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy\n", "import matplotlib.pyplot as plt\n", "import warnings\n", "\n", "warnings.filterwarnings(\"ignore\", category=RuntimeWarning)\n", "warnings.filterwarnings(\"ignore\", category=UserWarning)" ] }, { "cell_type": "markdown", "id": "9a63283cbaf04dbcab1f6479b197f3a8", "metadata": { "papermill": { "duration": 0.002533, "end_time": "2026-06-30T01:07:15.643467+00:00", "exception": false, "start_time": "2026-06-30T01:07:15.640934+00:00", "status": "completed" }, "tags": [] }, "source": [ "## Using the Orbit interface\n", "\n", "The simplest way to compute actions, frequencies, and angles is through\n", "the `Orbit` class. After integrating an orbit, you can call methods like\n", "`o.jr()`, `o.jp()`, `o.jz()` for actions, `o.Or()`, `o.Op()`, `o.Oz()`\n", "for frequencies, and `o.wr()`, `o.wp()`, `o.wz()` for angles. Or you\n", "can call these without first integrating the orbit, but specifying the potential\n", "``pot=`` (the orbit integration itself is not used to compute the actions, frequencies, \n", "or angles).\n", "\n", "These methods automatically select an appropriate action-angle calculator\n", "based on the potential." ] }, { "cell_type": "code", "execution_count": 2, "id": "8dd0d8092fe74a7c96281538738b07e2", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:15.650293Z", "iopub.status.busy": "2026-06-30T01:07:15.649920Z", "iopub.status.idle": "2026-06-30T01:07:17.597876Z", "shell.execute_reply": "2026-06-30T01:07:17.596343Z" }, "papermill": { "duration": 1.952492, "end_time": "2026-06-30T01:07:17.598774+00:00", "exception": false, "start_time": "2026-06-30T01:07:15.646282+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "J_R = 0.01360159056118068\n", "L_z = 1.1\n", "J_z = 0.0004641949775060394\n" ] } ], "source": [ "from galpy.orbit import Orbit\n", "from galpy.potential import MWPotential2014\n", "\n", "o = Orbit([1.0, 0.1, 1.1, 0.0, 0.05, 0.0])\n", "\n", "# Actions\n", "print(\"J_R =\", o.jr(pot=MWPotential2014))\n", "print(\"L_z =\", o.jp(pot=MWPotential2014))\n", "print(\"J_z =\", o.jz(pot=MWPotential2014))" ] }, { "cell_type": "markdown", "id": "580dff17", "metadata": { "papermill": { "duration": 0.005397, "end_time": "2026-06-30T01:07:17.610259+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.604862+00:00", "status": "completed" }, "tags": [] }, "source": [ "Frequencies tell us the rate at which angles increase:" ] }, { "cell_type": "code", "execution_count": 3, "id": "72eea5119410473aa328ad9291626812", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.619481Z", "iopub.status.busy": "2026-06-30T01:07:17.618559Z", "iopub.status.idle": "2026-06-30T01:07:17.625204Z", "shell.execute_reply": "2026-06-30T01:07:17.624030Z" }, "papermill": { "duration": 0.012619, "end_time": "2026-06-30T01:07:17.626148+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.613529+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Omega_R = 1.1594952066860231\n", "Omega_phi = 0.868478513260914\n", "Omega_z = 2.221827947331903\n" ] } ], "source": [ "# Frequencies\n", "print(\"Omega_R =\", o.Or(pot=MWPotential2014))\n", "print(\"Omega_phi =\", o.Op(pot=MWPotential2014))\n", "print(\"Omega_z =\", o.Oz(pot=MWPotential2014))" ] }, { "cell_type": "markdown", "id": "98453e3d", "metadata": { "papermill": { "duration": 0.003399, "end_time": "2026-06-30T01:07:17.643389+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.639990+00:00", "status": "completed" }, "tags": [] }, "source": [ "And the angles at the initial time:" ] }, { "cell_type": "code", "execution_count": 4, "id": "8edb47106e1a46a883d545849b8ab81b", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.651440Z", "iopub.status.busy": "2026-06-30T01:07:17.651203Z", "iopub.status.idle": "2026-06-30T01:07:17.654961Z", "shell.execute_reply": "2026-06-30T01:07:17.654215Z" }, "papermill": { "duration": 0.008839, "end_time": "2026-06-30T01:07:17.655691+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.646852+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "theta_R = 0.46956828124044925\n", "theta_phi = 6.176670459453628\n", "theta_z = 6.094187152519384\n" ] } ], "source": [ "# Angles (at the initial time)\n", "print(\"theta_R =\", o.wr(pot=MWPotential2014))\n", "print(\"theta_phi =\", o.wp(pot=MWPotential2014))\n", "print(\"theta_z =\", o.wz(pot=MWPotential2014))" ] }, { "cell_type": "markdown", "id": "10185d26023b46108eb7d9f57d49d2b3", "metadata": { "papermill": { "duration": 0.002693, "end_time": "2026-06-30T01:07:17.661401+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.658708+00:00", "status": "completed" }, "tags": [] }, "source": [ "## Isochrone potential: exact action-angle coordinates\n", "\n", "The isochrone potential is special because it has exact analytical\n", "action-angle coordinates. This makes it ideal for testing." ] }, { "cell_type": "code", "execution_count": 5, "id": "8763a12b2bbd4a93a75aff182afb95dc", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.668026Z", "iopub.status.busy": "2026-06-30T01:07:17.667825Z", "iopub.status.idle": "2026-06-30T01:07:17.671758Z", "shell.execute_reply": "2026-06-30T01:07:17.670675Z" }, "papermill": { "duration": 0.008232, "end_time": "2026-06-30T01:07:17.672436+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.664204+00:00", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "from galpy.potential import IsochronePotential\n", "from galpy.actionAngle import actionAngleIsochrone, actionAngleIsochroneInverse\n", "\n", "ip = IsochronePotential(b=0.9, normalize=1.0)\n", "aAI = actionAngleIsochrone(ip=ip)\n", "aAII = actionAngleIsochroneInverse(ip=ip)" ] }, { "cell_type": "markdown", "id": "7623eae2785240b9bd12b16a66d81610", "metadata": { "papermill": { "duration": 0.002584, "end_time": "2026-06-30T01:07:17.677898+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.675314+00:00", "status": "completed" }, "tags": [] }, "source": [ "### Direct usage of actionAngleIsochrone\n", "\n", "We can compute actions, frequencies, and angles by passing\n", "phase-space coordinates directly to the `actionsFreqsAngles` method:" ] }, { "cell_type": "code", "execution_count": 6, "id": "7cdc8c89c7104fffa095e18ddfef8986", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.684466Z", "iopub.status.busy": "2026-06-30T01:07:17.684214Z", "iopub.status.idle": "2026-06-30T01:07:17.689594Z", "shell.execute_reply": "2026-06-30T01:07:17.688705Z" }, "papermill": { "duration": 0.009495, "end_time": "2026-06-30T01:07:17.690157+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.680662+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "J_R = 0.007866\n", "L_z = 1.100000\n", "J_z = 0.001136\n", "Omega_R = 1.559710, Omega_phi = 0.949474, Omega_z = 0.949474\n", "theta_R = 0.600400, theta_phi = 6.213239, theta_z = 6.213239\n" ] } ], "source": [ "# Phase-space point: R, vR, vT, z, vz, phi\n", "R, vR, vT, z, vz, phi = 1.0, 0.1, 1.1, 0.0, 0.05, 0.0\n", "\n", "jr, jphi, jz, Or, Op, Oz, wr, wp, wz = aAI.actionsFreqsAngles(R, vR, vT, z, vz, phi)\n", "print(f\"J_R = {jr[0]:.6f}\")\n", "print(f\"L_z = {jphi[0]:.6f}\")\n", "print(f\"J_z = {jz[0]:.6f}\")\n", "print(f\"Omega_R = {Or[0]:.6f}, Omega_phi = {Op[0]:.6f}, Omega_z = {Oz[0]:.6f}\")\n", "print(f\"theta_R = {wr[0]:.6f}, theta_phi = {wp[0]:.6f}, theta_z = {wz[0]:.6f}\")" ] }, { "cell_type": "markdown", "id": "b118ea5561624da68c537baed56e602f", "metadata": { "papermill": { "duration": 0.002733, "end_time": "2026-06-30T01:07:17.695895+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.693162+00:00", "status": "completed" }, "tags": [] }, "source": [ "If you only need the actions (not the frequencies or angles), use the\n", "`__call__` method which is faster:" ] }, { "cell_type": "code", "execution_count": 7, "id": "938c804e27f84196a10c8828c723f798", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.702696Z", "iopub.status.busy": "2026-06-30T01:07:17.702488Z", "iopub.status.idle": "2026-06-30T01:07:17.706254Z", "shell.execute_reply": "2026-06-30T01:07:17.705551Z" }, "papermill": { "duration": 0.00822, "end_time": "2026-06-30T01:07:17.707091+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.698871+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "J_R = 0.007866, L_z = 1.100000, J_z = 0.001136\n" ] } ], "source": [ "jr, jphi, jz = aAI(R, vR, vT, z, vz, phi)\n", "print(f\"J_R = {jr[0]:.6f}, L_z = {jphi[0]:.6f}, J_z = {jz[0]:.6f}\")" ] }, { "cell_type": "markdown", "id": "52b56eda", "metadata": { "papermill": { "duration": 0.00289, "end_time": "2026-06-30T01:07:17.712942+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.710052+00:00", "status": "completed" }, "tags": [] }, "source": [ "Generally, for the forward transformations $(\\mathbf{x}, \\mathbf{v}) \\to (\\mathbf{J}, \\boldsymbol{\\theta}, \\boldsymbol{\\Omega})$, \n", "actions, frequencies, and angles can typically be calculated using these three methods:\n", "\n", "* ``__call__``: returns the actions\n", "* ``actionsFreqs``: returns the actions and the frequencies\n", "* ``actionsFreqsAngles``: returns the actions, frequencies, and angles" ] }, { "cell_type": "markdown", "id": "504fb2a444614c0babb325280ed9130a", "metadata": { "papermill": { "duration": 0.002849, "end_time": "2026-06-30T01:07:17.718729+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.715880+00:00", "status": "completed" }, "tags": [] }, "source": [ "### Verifying action conservation along an orbit\n", "\n", "Actions should be conserved along an orbit. Let's integrate an orbit\n", "in the isochrone potential and verify this:" ] }, { "cell_type": "code", "execution_count": 8, "id": "59bbdb311c014d738909a11f9e486628", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:17.725600Z", "iopub.status.busy": "2026-06-30T01:07:17.725381Z", "iopub.status.idle": "2026-06-30T01:07:18.073892Z", "shell.execute_reply": "2026-06-30T01:07:18.073059Z" }, "papermill": { "duration": 0.353323, "end_time": "2026-06-30T01:07:18.074922+00:00", "exception": false, "start_time": "2026-06-30T01:07:17.721599+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "o = Orbit([1.0, 0.1, 1.1, 0.0, 0.05, 0.0])\n", "ts = numpy.linspace(0.0, 50.0, 1001)\n", "o.integrate(ts, ip)\n", "\n", "# Compute actions at each timestep\n", "Rs = o.R(ts)\n", "vRs = o.vR(ts)\n", "vTs = o.vT(ts)\n", "zs = o.z(ts)\n", "vzs = o.vz(ts)\n", "phis = o.phi(ts)\n", "\n", "jrs, jphis, jzs = aAI(Rs, vRs, vTs, zs, vzs, phis)\n", "\n", "plt.plot(ts, jrs / jrs[0], label=r\"$J_R / J_R(0)$\")\n", "plt.plot(ts, jzs / jzs[0], label=r\"$J_z / J_z(0)$\")\n", "plt.xlabel(r\"$t$\")\n", "plt.ylabel(r\"$J / J(0)$\")\n", "plt.legend()\n", "plt.title(\"Action conservation in the isochrone potential\");" ] }, { "cell_type": "markdown", "id": "b43b363d81ae4b689946ece5c682cd59", "metadata": { "papermill": { "duration": 0.003016, "end_time": "2026-06-30T01:07:18.081321+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.078305+00:00", "status": "completed" }, "tags": [] }, "source": [ "The actions are very well conserved, confirming the exactness\n", "of the isochrone action-angle calculation.\n", "\n", "### Exact inverse transform with `actionAngleIsochroneInverse`\n", "\n", "The isochrone potential is also special because its inverse transformation is\n", "analytical. In general, inverse action-angle objects provide these methods:\n", "\n", "* `__call__`: returns the phase-space coordinates\n", "* `xvFreqs`: returns the phase-space coordinates and the frequencies\n", "* `Freqs`: returns the frequencies for the specified actions\n", "\n", "For the isochrone case, we can use `actionAngleIsochroneInverse` to map a set\n", "of actions and angles back to `(R, vR, vT, z, vz, phi)` and check that the\n", "forward and inverse transformations are consistent." ] }, { "cell_type": "code", "execution_count": 9, "id": "isochrone-inverse-code", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:18.088873Z", "iopub.status.busy": "2026-06-30T01:07:18.088651Z", "iopub.status.idle": "2026-06-30T01:07:18.096280Z", "shell.execute_reply": "2026-06-30T01:07:18.095255Z" }, "papermill": { "duration": 0.012538, "end_time": "2026-06-30T01:07:18.097106+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.084568+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Recovered phase-space point: R=1.000000, vR=0.100000, vT=1.100000, z=-0.000000, vz=0.050000, phi=6.283185\n", "Absolute differences: [2.22044605e-16 9.71445147e-16 2.22044605e-16 5.14517738e-17\n", " 1.11022302e-16 0.00000000e+00]\n", "xvFreqs matches __call__: True\n", "Frequencies from xvFreqs: (np.float64(1.5597097975694187), np.float64(0.9494736851422911), np.float64(0.9494736851422911))\n", "Frequencies from Freqs: (np.float64(1.5597097975694187), np.float64(0.9494736851422911), np.float64(0.9494736851422911))\n" ] } ], "source": [ "angles = numpy.array([wr[0], wp[0], wz[0]])\n", "R_inv, vR_inv, vT_inv, z_inv, vz_inv, phi_inv = aAII(\n", " jr[0], jphi[0], jz[0], angles[:1], angles[1:2], angles[2:]\n", ")\n", "R_xv, vR_xv, vT_xv, z_xv, vz_xv, phi_xv, Or_inv, Op_inv, Oz_inv = aAII.xvFreqs(\n", " jr[0], jphi[0], jz[0], angles[:1], angles[1:2], angles[2:]\n", ")\n", "dphi = ((phi_inv[0] - phi + numpy.pi) % (2.0 * numpy.pi)) - numpy.pi\n", "print(\n", " \"Recovered phase-space point:\",\n", " f\"R={R_inv[0]:.6f}, vR={vR_inv[0]:.6f}, vT={vT_inv[0]:.6f}, \",\n", " f\"z={z_inv[0]:.6f}, vz={vz_inv[0]:.6f}, phi={phi_inv[0]:.6f}\",\n", ")\n", "print(\n", " \"Absolute differences:\",\n", " numpy.abs(\n", " [\n", " R_inv[0] - R,\n", " vR_inv[0] - vR,\n", " vT_inv[0] - vT,\n", " z_inv[0] - z,\n", " vz_inv[0] - vz,\n", " dphi,\n", " ]\n", " ),\n", ")\n", "print(\n", " \"xvFreqs matches __call__:\",\n", " numpy.allclose(\n", " [R_inv[0], vR_inv[0], vT_inv[0], z_inv[0], vz_inv[0], phi_inv[0]],\n", " [R_xv[0], vR_xv[0], vT_xv[0], z_xv[0], vz_xv[0], phi_xv[0]],\n", " ),\n", ")\n", "print(\"Frequencies from xvFreqs:\", (Or_inv, Op_inv, Oz_inv))\n", "print(\"Frequencies from Freqs:\", aAII.Freqs(jr[0], jphi[0], jz[0]))" ] }, { "cell_type": "markdown", "id": "0cc90b37", "metadata": { "papermill": { "duration": 0.00314, "end_time": "2026-06-30T01:07:18.104547+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.101407+00:00", "status": "completed" }, "tags": [] }, "source": [ "We can also compute an entire orbit with the inverse transform by specifying a time array and using the fact that angles increase linearly with time:" ] }, { "cell_type": "code", "execution_count": 10, "id": "539a5b0a", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:18.112085Z", "iopub.status.busy": "2026-06-30T01:07:18.111883Z", "iopub.status.idle": "2026-06-30T01:07:18.343120Z", "shell.execute_reply": "2026-06-30T01:07:18.342106Z" }, "papermill": { "duration": 0.236418, "end_time": "2026-06-30T01:07:18.344197+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.107779+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ts = numpy.linspace(0.0, 50.0, 1001)\n", "rates = numpy.array([Or[0], Op[0], Oz[0]])\n", "angles_t = angles[None, :] + ts[:, None] * rates[None, :]\n", "R_inv, vR_inv, vT_inv, z_inv, vz_inv, phi_inv = aAII(\n", " jr[0], jphi[0], jz[0], angles_t[:, 0], angles_t[:, 1], angles_t[:, 2]\n", ")\n", "# Also integrate an orbit to compare\n", "o = Orbit([R_inv[0], vR_inv[0], vT_inv[0], z_inv[0], vz_inv[0], phi_inv[0]])\n", "o.integrate(ts, ip)\n", "R_xv, vR_xv, vT_xv, z_xv, vz_xv, phi_xv = (\n", " o.R(ts),\n", " o.vR(ts),\n", " o.vT(ts),\n", " o.z(ts),\n", " o.vz(ts),\n", " o.phi(ts),\n", ")\n", "plt.plot(R_inv, z_inv, label=\"From inverse Action-Angle transform\")\n", "plt.plot(R_xv, z_xv, label=\"From orbit integration\", ls=\"--\")\n", "plt.xlabel(r\"$R$\")\n", "plt.ylabel(r\"$z$\")\n", "plt.legend(loc=\"upper left\");" ] }, { "cell_type": "markdown", "id": "spherical-potentials-intro", "metadata": { "papermill": { "duration": 0.003742, "end_time": "2026-06-30T01:07:18.352464+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.348722+00:00", "status": "completed" }, "tags": [] }, "source": [ "## Spherical potentials: actionAngleSpherical\n", "\n", "For any spherical potential, actions can be computed exactly using\n", "`actionAngleSpherical`, which uses numerical integration of the radial\n", "and vertical oscillations.\n", "\n", "For non-spherical potentials, see the [Adiabatic Approximation](adiabatic.ipynb),\n", "[Staeckel Approximation](staeckel.ipynb), and [Isochrone Approximation](isochroneapprox.ipynb)\n", "methods. For the inverse transformation (actions to coordinates), see\n", "[actionAngleTorus](torus.ipynb)." ] }, { "cell_type": "code", "execution_count": 11, "id": "8a65eabff63a45729fe45fb5ade58bdc", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:18.361613Z", "iopub.status.busy": "2026-06-30T01:07:18.361376Z", "iopub.status.idle": "2026-06-30T01:07:18.369196Z", "shell.execute_reply": "2026-06-30T01:07:18.368162Z" }, "papermill": { "duration": 0.013497, "end_time": "2026-06-30T01:07:18.369817+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.356320+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "J_R = 0.011687, L_z = 1.100000, J_z = 0.001136\n" ] } ], "source": [ "from galpy.potential import LogarithmicHaloPotential\n", "from galpy.actionAngle import actionAngleSpherical\n", "\n", "# Spherical logarithmic halo (q=1)\n", "lp = LogarithmicHaloPotential(normalize=1.0, q=1.0)\n", "aAS = actionAngleSpherical(pot=lp)\n", "\n", "jr, jphi, jz = aAS(1.0, 0.1, 1.1, 0.0, 0.05, 0.0)\n", "print(f\"J_R = {jr[0]:.6f}, L_z = {jphi[0]:.6f}, J_z = {jz[0]:.6f}\")" ] }, { "cell_type": "markdown", "id": "42df1480", "metadata": { "papermill": { "duration": 0.004013, "end_time": "2026-06-30T01:07:18.378058+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.374045+00:00", "status": "completed" }, "tags": [] }, "source": [ "The full set of actions, frequencies, and angles:" ] }, { "cell_type": "code", "execution_count": 12, "id": "c3933fab20d04ec698c2621248eb3be0", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:18.386605Z", "iopub.status.busy": "2026-06-30T01:07:18.386398Z", "iopub.status.idle": "2026-06-30T01:07:18.397006Z", "shell.execute_reply": "2026-06-30T01:07:18.396014Z" }, "papermill": { "duration": 0.015841, "end_time": "2026-06-30T01:07:18.397709+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.381868+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Omega_R = 1.2669, Omega_phi = 0.8947, Omega_z = 0.8947\n" ] } ], "source": [ "# Full actions, frequencies, and angles\n", "jr, jphi, jz, Or, Op, Oz, wr, wp, wz = aAS.actionsFreqsAngles(\n", " 1.0, 0.1, 1.1, 0.0, 0.05, 0.0\n", ")\n", "print(f\"Omega_R = {Or[0]:.4f}, Omega_phi = {Op[0]:.4f}, Omega_z = {Oz[0]:.4f}\")" ] }, { "cell_type": "markdown", "id": "71798757", "metadata": { "papermill": { "duration": 0.003636, "end_time": "2026-06-30T01:07:18.405359+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.401723+00:00", "status": "completed" }, "tags": [] }, "source": [ "### Verifying action conservation with actionAngleSpherical\n", "\n", "Let's verify that actions are conserved along an orbit in the spherical logarithmic potential:" ] }, { "cell_type": "code", "execution_count": 13, "id": "5e2d5278", "metadata": { "execution": { "iopub.execute_input": "2026-06-30T01:07:18.414511Z", "iopub.status.busy": "2026-06-30T01:07:18.414303Z", "iopub.status.idle": "2026-06-30T01:07:21.171817Z", "shell.execute_reply": "2026-06-30T01:07:21.170622Z" }, "papermill": { "duration": 2.763319, "end_time": "2026-06-30T01:07:21.172555+00:00", "exception": false, "start_time": "2026-06-30T01:07:18.409236+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "o_sph = Orbit([1.0, 0.1, 1.1, 0.0, 0.05, 0.0])\n", "ts_sph = numpy.linspace(0.0, 50.0, 1001)\n", "o_sph.integrate(ts_sph, lp)\n", "\n", "jrs_sph, jphis_sph, jzs_sph = aAS(\n", " o_sph.R(ts_sph),\n", " o_sph.vR(ts_sph),\n", " o_sph.vT(ts_sph),\n", " o_sph.z(ts_sph),\n", " o_sph.vz(ts_sph),\n", " o_sph.phi(ts_sph),\n", ")\n", "\n", "plt.plot(ts_sph, jrs_sph / jrs_sph[0], label=r\"$J_R / J_R(0)$\")\n", "plt.plot(ts_sph, jzs_sph / jzs_sph[0], label=r\"$J_z / J_z(0)$\")\n", "plt.xlabel(r\"$t$\")\n", "plt.ylabel(r\"$J / J(0)$\")\n", "plt.legend()\n", "plt.title(\"Action conservation: actionAngleSpherical in log potential\");" ] } ], "metadata": { "kernelspec": { "display_name": "py312", "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": "3.13.14" }, "papermill": { "default_parameters": {}, "duration": 7.488609, "end_time": "2026-06-30T01:07:21.894766+00:00", "environment_variables": {}, "exception": null, "input_path": "doc/source/tutorials/action_angle/introduction.ipynb", "output_path": "doc/source/tutorials/action_angle/introduction.ipynb", "parameters": {}, "start_time": "2026-06-30T01:07:14.406157+00:00", "version": "2.7.0" } }, "nbformat": 4, "nbformat_minor": 5 }