{ "cells": [ { "cell_type": "markdown", "id": "1995283f", "metadata": {}, "source": [ "# 7. A custom planet, end to end\n", "\n", "The showcase tables cover 14 planets. `lazuli_exo.simulate` covers any\n", "transiting planet from a dozen numbers. This notebook builds the parameter\n", "dict by hand for **GJ 9827 d**, a warm sub-Neptune that is *not* in the\n", "registry, runs it, and then shows the same thing through the form/report\n", "layer a web page uses.\n", "\n", "Values below are approximate literature numbers, rounded, for illustration\n", "(radius 2.0 R⊕, mass 3.4 M⊕, T_eq ≈ 680 K, P = 6.2 d; K6V host, J = 7.98).\n", "`simulate` needs `slicersim` and `sncosmo` installed (the noise is computed\n", "live); `import lazuli_exo` itself stays numpy-only." ] }, { "cell_type": "code", "execution_count": 1, "id": "635b8bac", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:52:02.460564Z", "iopub.status.busy": "2026-10-12T04:52:02.460452Z", "iopub.status.idle": "2026-10-12T04:52:09.187838Z", "shell.execute_reply": "2026-10-12T04:52:09.187523Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "g = 8.2 m/s2 H = 295 km mu = 2.32 (chemistry)\n", "feature amplitude 924 ppm, median error 26 ppm over 10 transits\n", "J = 7.984 Vega -> 8.88 AB; readout [2, 1, 0], saturated px 0\n", "{'template_snr_diagonal': 32.888673743561014, 'band_snr': {'Na': 6.7144868206849395, 'K': 3.996727332735979, 'H2O': 21.64870359040673, 'CH4': 15.369272894534555, 'CO2': 10.659073018459495}}\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "try:\n", " plt.style.use(\"gks\")\n", "except OSError:\n", " pass\n", "\n", "import lazuli_exo\n", "from lazuli_exo import forms, report\n", "\n", "R_EARTH_RJ, M_EARTH_MJ = 1 / 11.209, 1 / 317.83\n", "params = dict(\n", " name=\"GJ 9827 d\",\n", " # star\n", " teff_K=4294.0, logg=4.66, feh=-0.28, R_s_RSun=0.602, mag=7.984, band=\"J\", mag_system=\"vega\",\n", " # planet\n", " R_p_RJ=2.02 * R_EARTH_RJ, M_p_MJ=3.42 * M_EARTH_MJ, T_eq_K=680.0, t14_s=1.22 * 3600,\n", " # atmosphere (solar-metallicity, cloud-free H2/He to start)\n", " log_met=0.0, c_to_o=0.55, mu=None, log_P_cloud_bar=None, log_a_haze=None, haze_slope=-4.0,\n", ")\n", "obs = lazuli_exo.simulate(params, R=100, n_transits=10)\n", "a, n = obs.meta[\"atmosphere\"], obs.meta[\"noise\"]\n", "print(f\"g = {a['g_ms2']:.1f} m/s2 H = {a['H_m']/1e3:.0f} km mu = {a['mu_used']:.2f} ({a['mu_source']})\")\n", "print(f\"feature amplitude {a['feature_amplitude_ppm']:.0f} ppm, median error {np.median(obs.depth_err)*1e6:.0f} ppm over 10 transits\")\n", "print(f\"J = {n['mag_input']} Vega -> {n['mag_ab']:.2f} AB; readout {n['nmd_used']}, saturated px {n['nsaturated_detpx']}\")\n", "print(obs.detect())" ] }, { "cell_type": "code", "execution_count": 2, "id": "c5e75fb5", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:52:09.189536Z", "iopub.status.busy": "2026-10-12T04:52:09.189392Z", "iopub.status.idle": "2026-10-12T04:52:09.391265Z", "shell.execute_reply": "2026-10-12T04:52:09.390963Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 3.8))\n", "obs.plot(ax=ax, seed=1)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "c55aa58e", "metadata": {}, "source": [ "## Heavier atmosphere, and a cloud deck\n", "\n", "Two edits a user would make: a water-rich envelope (μ = 10) and a deck at\n", "10 mbar. The scale height shrinks with μ, and the deck hides everything\n", "below it; the derived numbers say how much." ] }, { "cell_type": "code", "execution_count": 3, "id": "76f5f956", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:52:09.392932Z", "iopub.status.busy": "2026-10-12T04:52:09.392840Z", "iopub.status.idle": "2026-10-12T04:52:09.579515Z", "shell.execute_reply": "2026-10-12T04:52:09.579206Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "variants = {\n", " \"H2/He, clear\": {},\n", " \"mu = 10, clear\": dict(mu=10.0),\n", " \"H2/He, deck at 10 mbar\": dict(log_P_cloud_bar=-2.0),\n", " \"mu = 10, deck at 10 mbar\": dict(mu=10.0, log_P_cloud_bar=-2.0),\n", "}\n", "fig, ax = plt.subplots(figsize=(8, 4))\n", "for label, edit in variants.items():\n", " o = lazuli_exo.simulate({**params, **edit}, R=100, n_transits=10)\n", " amp = o.meta[\"atmosphere\"][\"feature_amplitude_ppm\"]\n", " snr = o.detect()[\"template_snr_diagonal\"]\n", " ax.plot(o.wavelength, o.depth * 1e6, lw=1.2, label=f\"{label}: {amp:.0f} ppm, S/N {snr:.1f}\")\n", "ax.set_xlabel(\"wavelength [µm]\"); ax.set_ylabel(\"transit depth [ppm]\"); ax.legend(frameon=False, fontsize=8)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "id": "058c0c85", "metadata": {}, "source": [ "## The same run through the web layer\n", "\n", "A web page never builds the params dict directly. It hands the raw form\n", "strings to `lazuli_exo.forms.parse`, which applies defaults, clamps ranges\n", "(with warnings) and rejects what cannot run (errors); `forms.to_params`\n", "maps the typed values onto `simulate`; `lazuli_exo.report.summary` turns the\n", "result into plain JSON for plotting. The local Flask applet and the Django\n", "simulators page both use exactly this path." ] }, { "cell_type": "code", "execution_count": 4, "id": "832372aa", "metadata": { "execution": { "iopub.execute_input": "2026-10-12T04:52:09.581275Z", "iopub.status.busy": "2026-10-12T04:52:09.581142Z", "iopub.status.idle": "2026-10-12T04:52:09.606646Z", "shell.execute_reply": "2026-10-12T04:52:09.606368Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "errors: []\n", "warnings: ['c_to_o=1.7 outside [0.3, 1], clamped to 1']\n", "['R', 'caveats', 'depth', 'depth_err', 'derived', 'feature_snr', 'flat_depth', 'model_depth', 'model_wavelength', 'n_transits', 'noise_validated', 'planet', 'points', 'result', 'scenario', 'seed', 'wavelength']\n", "{'template_snr_diagonal': 14.372176958372272, 'feature_amplitude_ppm': 675.1787062867755, 'median_err_ppm': 26.470302572313823, 'n_bins': 145}\n", " g 8.2 m/s²\n", " H 294 km (H/Rp = 0.0228)\n", " mu 2.32 (chemistry)\n", " T for chemistry 680 K\n", " feature amplitude 675 ppm (0.40–1.70 µm)\n", " column slope 0.81\n", " stellar SED phoenix: feh -0.28 clamped to 0 [warn]\n", " magnitude 7.98 J vega → 8.88 AB (offset +0.899)\n", " readout 2:1:0, t_obs = 8.5 s, lazuli_cbe\n", " saturated pixels 0\n", " slicersim 1.3.4\n" ] } ], "source": [ "form = {\"planet_name\": \"GJ 9827 d\", \"teff\": \"4294\", \"logg\": \"4.66\", \"feh\": \"-0.28\", \"rstar\": \"0.602\",\n", " \"mag\": \"7.984\", \"band\": \"J\", \"mag_system\": \"vega\", \"rp\": f\"{2.02 * R_EARTH_RJ:.4f}\",\n", " \"mp\": f\"{3.42 * M_EARTH_MJ:.5f}\", \"teq\": \"680\", \"t14_h\": \"1.22\",\n", " \"log_met\": \"0.0\", \"c_to_o\": \"0.55\", \"mu\": \"\", \"log_p_cloud\": \"-2\", \"log_a_haze\": \"\",\n", " \"n_transits\": \"10\", \"resolution\": \"100\", \"seed\": \"1\", \"instrument_config\": \"cbe\",\n", " \"logg_typo\": \"ignored\", \"c_to_o\": \"1.7\"} # one out-of-range value on purpose\n", "res = forms.parse(form)\n", "print(\"errors: \", res.errors)\n", "print(\"warnings:\", res.warnings)\n", "o = lazuli_exo.simulate(forms.to_params(res.values), R=res.values[\"resolution\"], n_transits=res.values[\"n_transits\"])\n", "s = report.summary(o, seed=res.values[\"seed\"])\n", "print(sorted(s))\n", "print(s[\"result\"])\n", "for row in s[\"derived\"]:\n", " print(f\" {row['label']:18s} {row['value']}\" + (f\" [{row['cls']}]\" if row[\"cls\"] else \"\"))" ] }, { "cell_type": "markdown", "id": "2ebf0ea7", "metadata": {}, "source": [ "## Summary\n", "\n", "- A dozen numbers describe the system; `simulate` returns the same\n", " `SimulatedSpectrum` the showcase tables do, so `detect()`, `plot()` and\n", " `simulate_points()` work unchanged.\n", "- μ and the deck pressure are the two knobs that move a sub-Neptune's\n", " amplitude the most; the derived panel reports H, H/R_p and the μ source.\n", "- `forms` + `report` are the whole web contract: strings in, JSON out." ] } ], "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 }