{ "cells": [ { "cell_type": "markdown", "id": "7b3e8069", "metadata": {}, "source": [ "# 6. Actuator-grid DM with baked-in misalignment\n", "\n", "The `actuator_grid` corrector is an N×N influence-function deformable mirror driven by **raw per-actuator commands** — the command surface a hardware DM actually exposes, as opposed to the modal (Zernike) interface of the `zernike` corrector. Two influence models are available (`gaussian` and `xinetics`, via the matching HCIPy factories), and DM **misalignment relative to the pupil is baked in at construction**: `rotation_deg` rotates the influence-function geometry, `flip_x`/`flip_y` mirror the command-array indexing (a mirrored cable/mapping). That makes this corrector the natural simulation stand-in for a real bench DM whose mounting and wiring a calibration routine must recover.\n", "\n", "Command conventions (pinned by the unit tests):\n", "\n", "- `set_actuators` accepts a flat `(N²,)` or shaped `(N, N)` array;\n", " a shaped command indexes `cmd[iy, ix]` — axis 0 walks y ascending,\n", " axis 1 walks x ascending.\n", "- Positive `rotation_deg` rotates the DM **counterclockwise**\n", " relative to the pupil (x right, y up) as seen in a plotted\n", " surface.\n", "- Flips mirror the command indexing *before* the rotated geometry\n", " renders it (**flip-then-rotate**), and the `actuators` readback\n", " un-applies them, so callers always round-trip their own values.\n", "\n", "This demo uses a realistic scale: a 50×50 actuator grid at 0.17 m projected pitch over an 8 m circular pupil (2500 actuators on a 256² grid — the influence-function basis is sparse, and building it takes a few seconds at bind time)." ] }, { "cell_type": "code", "execution_count": 1, "id": "22738f38", "metadata": { "execution": { "iopub.execute_input": "2026-07-24T07:11:21.681982Z", "iopub.status.busy": "2026-07-24T07:11:21.681694Z", "iopub.status.idle": "2026-07-24T07:11:25.796526Z", "shell.execute_reply": "2026-07-24T07:11:25.796104Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n_actuators: 2500\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "import hcipy\n", "\n", "from telescope_sim.config.schema import SimConfig\n", "from telescope_sim.config.loader import build\n", "from telescope_sim.helpers.diagnostics import plot_opd_and_psfs\n", "\n", "config = {\n", " 'pupil': {'resolution': 256, 'extent': 8.65},\n", " 'aperture': {\n", " 'type': 'external_pupil', 'mode': 'callable',\n", " 'module': 'hcipy', 'function': 'make_circular_aperture',\n", " 'kwargs': {'diameter': 8.0},\n", " 'area': float(np.pi * 4.0 ** 2),\n", " },\n", " 'correctors': {\n", " 'dm': {\n", " 'type': 'actuator_grid',\n", " 'num_actuators': 50,\n", " 'actuator_pitch': 0.17,\n", " 'influence': 'gaussian',\n", " 'rotation_deg': 3.5,\n", " 'actuate_scale': 1.0e-6, # caller units -> meters of surface\n", " 'wavefront_role': 'actuate',\n", " 'target_strategy': 'actuators', 'target': True,\n", " },\n", " },\n", " 'corrector_chain': ['dm'],\n", " 'focal_planes': {\n", " 'filter1': {\n", " 'type': 'angular', 'central_lam': 1.55e-6,\n", " 'focal_extent': 1.6, 'focal_res': 128,\n", " 'fractional_bandwidth': 0.0, 'num_samples': 1,\n", " },\n", " },\n", " 'outputs': {\n", " 'psf': {\n", " 'tap': {'type': 'intensity', 'focal_planes': ['filter1']},\n", " 'post_processing': [],\n", " },\n", " },\n", "}\n", "sim = build(SimConfig.model_validate(config))\n", "dm = sim.correctors['dm']\n", "print('n_actuators:', dm.n_actuators)\n" ] }, { "cell_type": "markdown", "id": "e71ac13d", "metadata": {}, "source": [ "Poke two actuators (0.12 command units × `actuate_scale` = 120 nm of surface each) and sample. The OPD panel shows the two localized influence-function bumps; the PSF picks up the corresponding speckle structure." ] }, { "cell_type": "code", "execution_count": 2, "id": "cff15ad1", "metadata": { "execution": { "iopub.execute_input": "2026-07-24T07:11:25.797842Z", "iopub.status.busy": "2026-07-24T07:11:25.797747Z", "iopub.status.idle": "2026-07-24T07:11:26.052657Z", "shell.execute_reply": "2026-07-24T07:11:26.052021Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Strehl at rest: 1.000\n", "Strehl poked: 0.998\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmd = np.zeros((50, 50))\n", "cmd[25, 30] = 0.12 # cmd[iy, ix]: y index 25, x index 30\n", "cmd[18, 20] = -0.12\n", "\n", "out_rest = sim.sample(meas_strehl=True, meas_pupil_opd=True)\n", "out_poke = sim.sample(\n", " actuations={'dm': cmd}, meas_strehl=True, meas_pupil_opd=True,\n", ")\n", "print(f\"Strehl at rest: {out_rest['strehls']['filter1']:.3f}\")\n", "print(f\"Strehl poked: {out_poke['strehls']['filter1']:.3f}\")\n", "plot_opd_and_psfs(sim, out_poke, suptitle='two poked actuators')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "50d7e592", "metadata": {}, "source": [ "## Misalignment: rotation and command flips\n", "\n", "To make the conventions visible, render one asymmetric command pattern (a blocky letter **F** — unambiguous under both rotations and mirror flips) through three DM variants: aligned, rotated, and rotated + `flip_x`. The correctors are constructed directly and bound to the sim's existing pupil grid — the same call the YAML loader makes at build time.\n", "\n", "In the aligned panel the F reads normally (axis 0 of the command is y, so the top bar of the F is at high y). With `rotation_deg=10` the whole surface turns counterclockwise. Adding `flip_x` mirrors the command indexing first, then the rotated geometry renders it — flip-then-rotate." ] }, { "cell_type": "code", "execution_count": 3, "id": "9b86d68f", "metadata": { "execution": { "iopub.execute_input": "2026-07-24T07:11:26.054293Z", "iopub.status.busy": "2026-07-24T07:11:26.054197Z", "iopub.status.idle": "2026-07-24T07:11:35.040871Z", "shell.execute_reply": "2026-07-24T07:11:35.040279Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from telescope_sim.correctors.actuator_grid import ActuatorGridCorrector\n", "\n", "cmd_f = np.zeros((50, 50))\n", "cmd_f[10:40, 12:17] = 1.0 # vertical stroke\n", "cmd_f[35:40, 12:32] = 1.0 # top bar (high y)\n", "cmd_f[22:27, 12:27] = 1.0 # middle bar\n", "\n", "pupil_grid = sim.aperture.field.grid\n", "variants = [\n", " ('aligned', {}),\n", " ('rotation_deg=10', {'rotation_deg': 10.0}),\n", " ('rotation_deg=10 + flip_x', {'rotation_deg': 10.0, 'flip_x': True}),\n", "]\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(17, 4))\n", "im0 = axes[0].imshow(\n", " cmd_f, origin='lower', cmap='RdBu_r', vmin=-1, vmax=1,\n", ")\n", "axes[0].set_title('command array cmd[iy, ix]')\n", "axes[0].set_xlabel('ix')\n", "axes[0].set_ylabel('iy')\n", "fig.colorbar(im0, ax=axes[0], shrink=0.7, label='command')\n", "\n", "for ax, (label, kwargs) in zip(axes[1:], variants):\n", " dm_i = ActuatorGridCorrector(50, 0.17, actuate_scale=1.0e-6, **kwargs)\n", " dm_i._bind_pupil_grid(pupil_grid, sim.aperture.field)\n", " dm_i.set_actuators(cmd_f)\n", " plt.sca(ax)\n", " # (Tutorial code reaches into ._dm for the surface; library\n", " # code shouldn't.)\n", " im = hcipy.imshow_field(\n", " dm_i._dm.surface * 1e6, cmap='RdBu_r', vmin=-1.1, vmax=1.1,\n", " )\n", " ax.set_title(label)\n", " ax.set_axis_off()\n", " fig.colorbar(im, ax=ax, shrink=0.7, label='surface [µm]')\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "fad86ce7", "metadata": {}, "source": [ "The readback stays in the caller's frame — with flips active the DM-facing command is mirrored, but `dm.actuators` returns exactly what was set:" ] }, { "cell_type": "code", "execution_count": 4, "id": "ce805509", "metadata": { "execution": { "iopub.execute_input": "2026-07-24T07:11:35.042411Z", "iopub.status.busy": "2026-07-24T07:11:35.042291Z", "iopub.status.idle": "2026-07-24T07:11:37.742870Z", "shell.execute_reply": "2026-07-24T07:11:37.742302Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "round-trip exact: True\n" ] } ], "source": [ "dm_flipped = ActuatorGridCorrector(\n", " 50, 0.17, actuate_scale=1.0e-6, flip_x=True, flip_y=True,\n", ")\n", "dm_flipped._bind_pupil_grid(pupil_grid, sim.aperture.field)\n", "dm_flipped.set_actuators(cmd_f)\n", "print('round-trip exact:',\n", " np.allclose(dm_flipped.actuators, cmd_f.reshape(-1)))\n" ] }, { "cell_type": "markdown", "id": "d07602d2", "metadata": {}, "source": [ "## Influence models: `gaussian` vs `xinetics`\n", "\n", "`gaussian` builds Gaussian pokes with a configurable nearest-neighbour `crosstalk` (default 0.15); `xinetics` uses HCIPy's measured Xinetics actuator shape. Both accept the same misalignment parameters. A single poked actuator on a small demo grid shows the difference in footprint." ] }, { "cell_type": "code", "execution_count": 5, "id": "8373da9f", "metadata": { "execution": { "iopub.execute_input": "2026-07-24T07:11:37.744163Z", "iopub.status.busy": "2026-07-24T07:11:37.744060Z", "iopub.status.idle": "2026-07-24T07:11:37.970452Z", "shell.execute_reply": "2026-07-24T07:11:37.969898Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mini_grid = hcipy.make_pupil_grid(128, 1.05)\n", "mini_aper = hcipy.evaluate_supersampled(\n", " hcipy.make_circular_aperture(1.0), mini_grid, 4,\n", ")\n", "poke = np.zeros((8, 8))\n", "poke[4, 5] = 1.0\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(9, 4))\n", "for ax, influence in zip(axes, ['gaussian', 'xinetics']):\n", " dm_i = ActuatorGridCorrector(\n", " 8, 1.0 / 8, influence=influence, actuate_scale=1.0e-6,\n", " )\n", " dm_i._bind_pupil_grid(mini_grid, mini_aper)\n", " dm_i.set_actuators(poke)\n", " plt.sca(ax)\n", " im = hcipy.imshow_field(dm_i._dm.surface * 1e6, cmap='RdBu_r')\n", " ax.set_title(f'influence={influence!r}')\n", " ax.set_axis_off()\n", " fig.colorbar(im, ax=ax, shrink=0.7, label='surface [µm]')\n", "plt.tight_layout()\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "2206c5f7", "metadata": {}, "source": [ "## Notes for real-DM workflows\n", "\n", "- `actuate_scale` carries the caller-units → meters-of-surface\n", " calibration; commands stay in the units your control software\n", " already uses.\n", "- Building the influence basis dominates sim construction (a few\n", " seconds for 50×50 on a 256² grid); per-sample cost is\n", " sub-millisecond. Build once, sample many times.\n", "- `fit_surface` (since v2.2.0) enables fit-role / residual-fit\n", " participation: the DM least-squares-fits any upstream OPD (an\n", " imposed corrector, or an atmosphere passed via\n", " `sample(atmos=...)`) onto its influence basis and the pipeline\n", " cancels it — ideal AO, fitting-error-limited. The fit is\n", " aperture-masked and mean-subtracted (piston is never\n", " commanded), with a tiny Tikhonov term pinning unilluminated\n", " actuators near zero.\n" ] } ], "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": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }