{ "cells": [ { "cell_type": "markdown", "id": "7a9b74ce", "metadata": {}, "source": [ "# 01 Getting started with esc_etc\n", "\n", "`esc_etc` is the exposure-time calculator for the ESC, the coronagraphic camera on Lazuli, a 3 m telescope. It answers two questions: what signal-to-noise ratio (SNR) a planet reaches in a given integration time, and how long it takes to reach a target SNR. This notebook goes from an empty session to both answers, then shows where the noise comes from.\n", "\n", "> Requirements: `pip install -e .` from the repo root. The instrument configuration (UM 3 m ESC) ships inside the package, so nothing else needs to be installed." ] }, { "cell_type": "code", "execution_count": 1, "id": "0475e0fd", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:02:59.579949Z", "iopub.status.busy": "2026-10-13T04:02:59.579788Z", "iopub.status.idle": "2026-10-13T04:03:03.999540Z", "shell.execute_reply": "2026-10-13T04:03:03.999204Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "esc_etc 0.1.0.post31+ge8d3be707.d20261010\n" ] } ], "source": [ "import astropy.units as u\n", "import esc_etc\n", "from esc_etc import Simulation, use_lazuli_style\n", "\n", "use_lazuli_style() # house plotting style for the whole session\n", "print('esc_etc', esc_etc.__version__)" ] }, { "cell_type": "markdown", "id": "b76a9f9e", "metadata": {}, "source": [ "## 1. A default simulation\n", "\n", "`Simulation.from_default()` builds the four pieces of the calculator (telescope, sensor, scene, coronagraph) from the packaged configuration. The arguments below are the defaults, written out so you can see what a scene is: a host star of Vega magnitude -0.353, a planet 20 magnitudes fainter at 0.2 arcsec, a raw dark-hole contrast of 1e-8, and a post-processing gain of 10. The bandpass is the end-of-life curve of the `F630N` filter (notebook 02 shows the alternatives). Magnitudes are quoted in the ESC band unless you say otherwise (notebook 02)." ] }, { "cell_type": "code", "execution_count": 2, "id": "be25eb57", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:03:04.001403Z", "iopub.status.busy": "2026-10-13T04:03:04.001173Z", "iopub.status.idle": "2026-10-13T04:03:04.326121Z", "shell.execute_reply": "2026-10-13T04:03:04.325720Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim = Simulation.from_default(\n", " hoststarmag=-0.353, planetdeltamag=20,\n", " contrast=1e-8, ppgain=10, separation=0.2,\n", ")\n", "sim" ] }, { "cell_type": "markdown", "id": "ec1156db", "metadata": {}, "source": [ "## 2. SNR for a given integration time\n", "\n", "`get_snr` takes the total on-target time and the length of one detector frame. Both accept astropy quantities or plain numbers, which are read as seconds. The result is a dictionary: `snr`, the integrated planet signal and total noise in electrons, and `M`, the post-processing noise floor (more on that in notebook 03)." ] }, { "cell_type": "code", "execution_count": 3, "id": "4ec81d38", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:03:04.327919Z", "iopub.status.busy": "2026-10-13T04:03:04.327679Z", "iopub.status.idle": "2026-10-13T04:03:04.606549Z", "shell.execute_reply": "2026-10-13T04:03:04.606231Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SNR : 9.747\n", "signal [e-] : 4811.8\n", "noise [e-] : 493.7\n" ] } ], "source": [ "out = sim.get_snr(total_time=3600 * u.s, frame_time=100 * u.s)\n", "print('SNR :', round(out['snr'], 3))\n", "print('signal [e-] :', round(out['signal_e'], 1))\n", "print('noise [e-] :', round(out['noise_e'], 1))\n", "\n", "# plain floats are seconds; hours work too\n", "assert sim.get_snr(3600, 100)['snr'] == out['snr']\n", "assert sim.get_snr(1 * u.h, 100)['snr'] == out['snr']\n", "assert abs(out['snr'] - 9.75) < 0.05, out['snr']" ] }, { "cell_type": "markdown", "id": "2dcee307", "metadata": {}, "source": [ "## 3. Integration time for a target SNR\n", "\n", "`get_int_time_for_snr` is the inverse. `int_time` is rounded up to whole frames; `int_time_continuous` is the exact solution. The 3600 s above round-trips. SNR 5 is reached in about 30 s because it is only half of this scene's plateau of 10; the last factor of two toward the plateau takes most of the hour (notebook 03 explains the plateau)." ] }, { "cell_type": "code", "execution_count": 4, "id": "c2a256f6", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:03:04.608248Z", "iopub.status.busy": "2026-10-13T04:03:04.608120Z", "iopub.status.idle": "2026-10-13T04:03:04.758175Z", "shell.execute_reply": "2026-10-13T04:03:04.757893Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "time to recover the SNR above : 3600.0 s\n", "time to SNR 5 : 63.160285873583575 s\n" ] } ], "source": [ "back = sim.get_int_time_for_snr(out['snr'], frame_time=100)\n", "five = sim.get_int_time_for_snr(5, frame_time=100)\n", "print('time to recover the SNR above :', back['int_time'][0])\n", "print('time to SNR 5 :', five['int_time_continuous'][0])\n", "assert abs(back['int_time'][0].value - 3600) < 1" ] }, { "cell_type": "markdown", "id": "de1e6932", "metadata": {}, "source": [ "## 4. Where the noise comes from\n", "\n", "`count_rate_components` returns the per-second electron rates inside the photometric aperture: the planet (`source`), zodiacal and exozodiacal light, residual speckles, and the host rate after the focal-plane mask. The speckle rate is `host x contrast x EE`, where EE is the fraction of a point source that falls inside the aperture (0.456 for the default aperture, see notebook 02): 5.4e8 x 1e-8 x 0.456 = 2.48 e/s. The planet gets the same EE factor, so with a contrast of 1e-8 and a planet 20 mag fainter the two rates come out equal, which is no accident: 10^(-0.4 x 20) = 1e-8." ] }, { "cell_type": "code", "execution_count": 5, "id": "e7b8dd60", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:03:04.759831Z", "iopub.status.busy": "2026-10-13T04:03:04.759627Z", "iopub.status.idle": "2026-10-13T04:03:05.259514Z", "shell.execute_reply": "2026-10-13T04:03:05.259231Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "source : 1.337e+00 electron / s\n", "zodi : 4.659e-04 electron / s\n", "exozodi : 1.720e-03 electron / s\n", "speckle : 1.337e+00 electron / s\n", "host : 2.932e+08 electron / s\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rates = sim.count_rate_components()\n", "for name in ['source', 'zodi', 'exozodi', 'speckle', 'host']:\n", " print(f'{name:8s}: {getattr(rates, name):.3e}')\n", "\n", "fig, ax = sim.plot_count_rates()\n", "ax.set_title('Count rates in the photometric aperture');" ] }, { "cell_type": "markdown", "id": "25a22437", "metadata": {}, "source": [ "## 5. Everything at once\n", "\n", "`sim.plot()` draws the six standard panels. Every panel is also its own method (`sim.plot_snr_vs_time()`, `sim.plot_bandpass()`, and so on), and each accepts `ax=` so you can place it in your own figure." ] }, { "cell_type": "code", "execution_count": 6, "id": "bf692a6c", "metadata": { "execution": { "iopub.execute_input": "2026-10-13T04:03:05.261183Z", "iopub.status.busy": "2026-10-13T04:03:05.261064Z", "iopub.status.idle": "2026-10-13T04:03:06.277220Z", "shell.execute_reply": "2026-10-13T04:03:06.276901Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = sim.plot()" ] }, { "cell_type": "markdown", "id": "b138f36e", "metadata": {}, "source": [ "Notebook 02 takes the simulation apart into its components and shows how to change parameters." ] } ], "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": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }