{ "cells": [ { "cell_type": "markdown", "id": "7fb27b941602401d91542211134fc71a", "metadata": { "papermill": { "duration": 0.003587, "end_time": "2026-05-16T13:40:23.141756+00:00", "exception": false, "start_time": "2026-05-16T13:40:23.138169+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": "2026-05-16T13:40:23.148632Z", "iopub.status.busy": "2026-05-16T13:40:23.148435Z", "iopub.status.idle": "2026-05-16T13:40:23.519533Z", "shell.execute_reply": "2026-05-16T13:40:23.518601Z" }, "papermill": { "duration": 0.375676, "end_time": "2026-05-16T13:40:23.520452+00:00", "exception": false, "start_time": "2026-05-16T13:40:23.144776+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": 0.002776, "end_time": "2026-05-16T13:40:23.526423+00:00", "exception": false, "start_time": "2026-05-16T13:40:23.523647+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": "2026-05-16T13:40:23.533635Z", "iopub.status.busy": "2026-05-16T13:40:23.533335Z", "iopub.status.idle": "2026-05-16T13:40:25.557297Z", "shell.execute_reply": "2026-05-16T13:40:25.555619Z" }, "papermill": { "duration": 2.028964, "end_time": "2026-05-16T13:40:25.558413+00:00", "exception": false, "start_time": "2026-05-16T13:40:23.529449+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": 0.002819, "end_time": "2026-05-16T13:40:25.565679+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.562860+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": "2026-05-16T13:40:25.572605Z", "iopub.status.busy": "2026-05-16T13:40:25.572263Z", "iopub.status.idle": "2026-05-16T13:40:25.576525Z", "shell.execute_reply": "2026-05-16T13:40:25.575471Z" }, "papermill": { "duration": 0.00858, "end_time": "2026-05-16T13:40:25.577164+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.568584+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": 0.002838, "end_time": "2026-05-16T13:40:25.583168+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.580330+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": "2026-05-16T13:40:25.589806Z", "iopub.status.busy": "2026-05-16T13:40:25.589637Z", "iopub.status.idle": "2026-05-16T13:40:25.592863Z", "shell.execute_reply": "2026-05-16T13:40:25.592148Z" }, "papermill": { "duration": 0.007685, "end_time": "2026-05-16T13:40:25.593836+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.586151+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": 0.002883, "end_time": "2026-05-16T13:40:25.599755+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.596872+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": "2026-05-16T13:40:25.606692Z", "iopub.status.busy": "2026-05-16T13:40:25.606524Z", "iopub.status.idle": "2026-05-16T13:40:25.610246Z", "shell.execute_reply": "2026-05-16T13:40:25.609365Z" }, "papermill": { "duration": 0.007988, "end_time": "2026-05-16T13:40:25.610818+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.602830+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": 0.002977, "end_time": "2026-05-16T13:40:25.616874+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.613897+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": "2026-05-16T13:40:25.623798Z", "iopub.status.busy": "2026-05-16T13:40:25.623633Z", "iopub.status.idle": "2026-05-16T13:40:25.628667Z", "shell.execute_reply": "2026-05-16T13:40:25.627896Z" }, "papermill": { "duration": 0.009514, "end_time": "2026-05-16T13:40:25.629427+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.619913+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": 0.005407, "end_time": "2026-05-16T13:40:25.637970+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.632563+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": "2026-05-16T13:40:25.644998Z", "iopub.status.busy": "2026-05-16T13:40:25.644772Z", "iopub.status.idle": "2026-05-16T13:40:25.648730Z", "shell.execute_reply": "2026-05-16T13:40:25.647894Z" }, "papermill": { "duration": 0.008332, "end_time": "2026-05-16T13:40:25.649391+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.641059+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": 0.002997, "end_time": "2026-05-16T13:40:25.655549+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.652552+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": 0.00295, "end_time": "2026-05-16T13:40:25.661598+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.658648+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": "2026-05-16T13:40:25.668741Z", "iopub.status.busy": "2026-05-16T13:40:25.668547Z", "iopub.status.idle": "2026-05-16T13:40:25.898466Z", "shell.execute_reply": "2026-05-16T13:40:25.897264Z" }, "papermill": { "duration": 0.23448, "end_time": "2026-05-16T13:40:25.899195+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.664715+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": 0.003411, "end_time": "2026-05-16T13:40:25.906428+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.903017+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": "2026-05-16T13:40:25.914662Z", "iopub.status.busy": "2026-05-16T13:40:25.914404Z", "iopub.status.idle": "2026-05-16T13:40:25.922293Z", "shell.execute_reply": "2026-05-16T13:40:25.921361Z" }, "papermill": { "duration": 0.013042, "end_time": "2026-05-16T13:40:25.923041+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.909999+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": 0.003428, "end_time": "2026-05-16T13:40:25.930123+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.926695+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": "2026-05-16T13:40:25.938299Z", "iopub.status.busy": "2026-05-16T13:40:25.938039Z", "iopub.status.idle": "2026-05-16T13:40:26.177335Z", "shell.execute_reply": "2026-05-16T13:40:26.176198Z" }, "papermill": { "duration": 0.24436, "end_time": "2026-05-16T13:40:26.178021+00:00", "exception": false, "start_time": "2026-05-16T13:40:25.933661+00:00", "status": "completed" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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": 0.004053, "end_time": "2026-05-16T13:40:26.186500+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.182447+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": "2026-05-16T13:40:26.195750Z", "iopub.status.busy": "2026-05-16T13:40:26.195562Z", "iopub.status.idle": "2026-05-16T13:40:26.203433Z", "shell.execute_reply": "2026-05-16T13:40:26.202427Z" }, "papermill": { "duration": 0.013495, "end_time": "2026-05-16T13:40:26.204161+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.190666+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": 0.004135, "end_time": "2026-05-16T13:40:26.212857+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.208722+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": "2026-05-16T13:40:26.222550Z", "iopub.status.busy": "2026-05-16T13:40:26.222336Z", "iopub.status.idle": "2026-05-16T13:40:26.232947Z", "shell.execute_reply": "2026-05-16T13:40:26.231903Z" }, "papermill": { "duration": 0.016469, "end_time": "2026-05-16T13:40:26.233635+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.217166+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": 0.004134, "end_time": "2026-05-16T13:40:26.242208+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.238074+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": "2026-05-16T13:40:26.251766Z", "iopub.status.busy": "2026-05-16T13:40:26.251569Z", "iopub.status.idle": "2026-05-16T13:40:29.218040Z", "shell.execute_reply": "2026-05-16T13:40:29.217036Z" }, "papermill": { "duration": 2.972412, "end_time": "2026-05-16T13:40:29.218892+00:00", "exception": false, "start_time": "2026-05-16T13:40:26.246480+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": "3.13.13" }, "papermill": { "default_parameters": {}, "duration": 7.566834, "end_time": "2026-05-16T13:40:29.839660+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": "2026-05-16T13:40:22.272826+00:00", "version": "2.7.0" } }, "nbformat": 4, "nbformat_minor": 5 }