import { createHash } from 'node:crypto'; import { writeFileSync } from 'node:fs'; import { propagateProperMotion, raDegDecDistanceToXyz } from '../../src/app/shared/astro/coordinates'; import { buildStarNameIndex, resolveHostStarId } from '../../src/app/shared/astro/host-star-matching'; import { temperatureToColorIndex } from '../../src/app/shared/astro/spectral'; import { ExoplanetRecord } from '../../src/app/shared/models/exoplanet.model'; import { isDesignation } from '../../src/app/shared/models/star-catalog'; import { StarRecord } from '../../src/app/shared/models/star.model'; import { fetchStars, writeStarAssets } from './fetchStars'; import { parseCsvObjects, parseOptionalNumber } from './lib/csv'; import { fetchTextCached } from './lib/http'; import { dataPath, ensureDataDir } from './lib/paths'; const TAP_BASE_URL = 'https://exoplanetarchive.ipac.caltech.edu/TAP/sync'; const TAP_COLUMNS = [ 'pl_name', 'hostname', 'ra', 'dec', 'sy_dist', 'sy_pmra', 'sy_pmdec', 'pl_orbsmax', 'pl_orbeccen', 'pl_orbincl', 'pl_orblper', 'pl_orbper', 'pl_rade', 'pl_bmasse', 'st_mass', 'disc_year' ].join(','); // Ordered explicitly: without it the archive is free to return rows in any order, and a // scheduled re-run of the ETL would then rewrite exoplanets.json — and commit a diff — when // nothing was actually published. pl_name is unique among default_flag=1 rows, so the order // is total and the output is a pure function of the archive's content. const TAP_QUERY = `select+${TAP_COLUMNS}+from+ps+where+default_flag=1+order+by+pl_name&format=csv`; const TAP_URL = `${TAP_BASE_URL}?query=${TAP_QUERY}`; // The cache is keyed by the request it answers — endpoint included, since the cache records // only that some response arrived: one cached before a column was added would otherwise keep // serving rows without it, and a missing proper-motion cell reads as "does not move", // silently wrong rather than visibly broken. const CACHE_FILE = `exoplanet-archive-ps-${createHash('sha1').update(TAP_URL).digest('hex').slice(0, 8)}.csv`; /** * The host's columns from the Planetary Systems Composite table, for the cells a planet's * default row leaves blank and for the columns that query does not ask for. * * The default rows are one reference each, which is what keeps a planet's orbit coherent: its * period, semi-major axis, eccentricity and periastron come from one fit. A composite row takes * each column from wherever it is best measured, so an orbit read from it could pair one paper's * eccentricity with another's argument of periastron; none of its orbital columns are asked for. * Its system columns equal the default rows' wherever both are given (6 225 distances, 6 352 * positions, none different). What it adds is the 100 distances the default rows leave blank, * TRAPPIST-1's seven among them, 870 host masses, and the parallax, photometry and stellar * parameters below — each of which may come from a different reference. */ const COMPOSITE_COLUMNS = [ 'pl_name', 'ra', 'dec', 'sy_dist', 'sy_plx', 'sy_pmra', 'sy_pmdec', 'sy_bmag', 'sy_vmag', 'sy_gaiamag', 'st_spectype', 'st_teff', 'st_rad', 'st_mass', 'st_lum' ].join(','); // pl_name is unique here too, one row per planet. const COMPOSITE_URL = `${TAP_BASE_URL}?query=select+${COMPOSITE_COLUMNS}+from+pscomppars+order+by+pl_name&format=csv`; const COMPOSITE_CACHE_FILE = `exoplanet-archive-pscomppars-${createHash('sha1').update(COMPOSITE_URL).digest('hex').slice(0, 8)}.csv`; /** * Where the ids of the stars only the archive places begin: past Gaia's two ranges, and under * the 2^30 `validateStars` holds every id to. */ const ARCHIVE_ID_BASE = 1_070_000_000; const ARCHIVE_SOURCE = 'exoplanet-archive'; /** * The archive's positions are at Gaia's epoch, J2016, not the catalogue's J2000: of the 746 * matched hosts moving over 100 mas a year, 741 sit nearer their star once carried back sixteen * years (a median 0.11″ from it, against 3.47″ as published). The matcher tries both epochs; a * star placed from the archive has to pick one. */ const ARCHIVE_TO_CATALOGUE_YEARS = 2000 - 2016; /** As in `fetchStars`: faint, for a host the archive gives neither a V nor a G magnitude. */ const UNKNOWN_MAGNITUDE = 15; /** * Downloads confirmed exoplanets from the NASA Exoplanet Archive (`Planetary Systems` TAP * table), cross-references each host star to the star catalogue, adds a star from the archive's * own figures for each host the catalogue lacks but the archive places, and writes * `exoplanets.json` together with the star assets, which those additions change. Returns both. */ export async function fetchExoplanets(stars?: StarRecord[]): Promise<{ exoplanets: ExoplanetRecord[]; stars: StarRecord[] }> { console.log('Fetching confirmed exoplanets from the NASA Exoplanet Archive...'); const knownStars = stars ?? (await fetchStars()); const nameIndex = buildStarNameIndex(knownStars); const knownById = new Map(knownStars.map((star) => [star.id, star])); const csv = await fetchTextCached(TAP_URL, CACHE_FILE); const rows = parseCsvObjects(csv); const composite = new Map(parseCsvObjects(await fetchTextCached(COMPOSITE_URL, COMPOSITE_CACHE_FILE)).map((row) => [row['pl_name'], row])); let matched = 0; // Catalogue stars known only by their Gaia designation, which take the archive's host name — // the only way "TRAPPIST-1" or "Teegarden's Star" can be found by search. const renamed = new Map(); const archiveStars = new Map(); const bands = { V: 0, G: 0, none: 0 }; const exoplanets: ExoplanetRecord[] = rows.map((row, index) => { const compositeRow = composite.get(row['pl_name']); // `parseOptionalNumber`, not `Number`: a blank cell would otherwise become 0, which is a // finite, plausible-looking coordinate rather than the "not measured" it actually means. const host = (column: string) => parseOptionalNumber(row[column] || compositeRow?.[column]); const raDeg = host('ra') ?? Number.NaN; const decDeg = host('dec') ?? Number.NaN; const distancePc = host('sy_dist') ?? Number.NaN; const pmRaMasPerYear = host('sy_pmra'); const pmDecMasPerYear = host('sy_pmdec'); let hostStarId = resolveHostStarId( { hostname: row['hostname'], raDeg, decDeg, distancePc, pmRaMasPerYear, pmDecMasPerYear, parallaxMas: host('sy_plx') }, knownStars, nameIndex ); if (hostStarId !== null) { matched++; const star = knownById.get(hostStarId); if (star?.source === 'gaia' && isDesignation(star) && !renamed.has(hostStarId)) { renamed.set(hostStarId, row['hostname']); } } else if ([raDeg, decDeg, distancePc].every(Number.isFinite) && distancePc > 0) { let archiveStar = archiveStars.get(row['hostname']); if (!archiveStar) { // Carried back from the archive's epoch like any Gaia row, and placed at `sy_dist`. const j2000 = propagateProperMotion(raDeg, decDeg, pmRaMasPerYear ?? 0, pmDecMasPerYear ?? 0, ARCHIVE_TO_CATALOGUE_YEARS); // V where the archive has it, as HYG's stars are; else Gaia's G, the band the catalogue's // Gaia stars are already in. The assets carry no band, so it is counted below instead. const v = host('sy_vmag'); const g = host('sy_gaiamag'); const b = host('sy_bmag'); const temperatureK = host('st_teff'); bands[v !== undefined ? 'V' : g !== undefined ? 'G' : 'none']++; archiveStar = { id: ARCHIVE_ID_BASE + archiveStars.size, name: row['hostname'], ...raDegDecDistanceToXyz(j2000.raDeg, j2000.decDeg, distancePc), magnitude: v ?? g ?? UNKNOWN_MAGNITUDE, spectralType: compositeRow?.['st_spectype'] || 'Unknown', // B-V where the archive has both magnitudes, else the effective temperature's; with // neither, null leaves the colour to the spectral type, as for any other star. colorIndex: b !== undefined && v !== undefined ? b - v : temperatureK !== undefined ? temperatureToColorIndex(temperatureK) : null, source: ARCHIVE_SOURCE }; archiveStars.set(row['hostname'], archiveStar); } hostStarId = archiveStar.id; } return { id: row['pl_name'] || `exoplanet-${index}`, hostStarId, hostStarName: row['hostname'], name: row['pl_name'], radiusEarth: parseOptionalNumber(row['pl_rade']), massEarth: parseOptionalNumber(row['pl_bmasse']), discoveryYear: parseOptionalNumber(row['disc_year']), // The period was already being downloaded and thrown away. With the semi-major axis it // determines the host's gravitational parameter, so keeping it is the difference between // propagating a planet at its real rate and pretending every host is the Sun. periodDays: parseOptionalNumber(row['pl_orbper']), hostStarMassSolar: host('st_mass'), hostStarRadiusSolar: host('st_rad'), hostStarTemperatureK: host('st_teff'), // Published as log10(L/L☉). hostStarLuminositySolar: ((logLuminosity) => (logLuminosity === undefined ? undefined : 10 ** logLuminosity))(host('st_lum')), // Kept so the cross-reference can be redone without the archive; see the record's own // documentation. Undefined rather than NaN, which JSON cannot represent. hostRaDeg: host('ra'), hostDecDeg: host('dec'), hostDistancePc: host('sy_dist'), hostPmRaMasPerYear: pmRaMasPerYear, hostPmDecMasPerYear: pmDecMasPerYear, orbit: { semiMajorAxisAu: parseOptionalNumber(row['pl_orbsmax']), eccentricity: parseOptionalNumber(row['pl_orbeccen']), inclinationDeg: parseOptionalNumber(row['pl_orbincl']), argumentOfPeriapsisDeg: parseOptionalNumber(row['pl_orblper']) } }; }); // Appended after the catalogue, whose ids all sit below ARCHIVE_ID_BASE, so the list stays in // the id order `fetchStars` sorted it into. const added = [...archiveStars.values()]; const allStars = [...knownStars.map((star) => (renamed.has(star.id) ? { ...star, name: renamed.get(star.id)! } : star)), ...added]; writeStarAssets(allStars); ensureDataDir(); writeFileSync(dataPath('exoplanets.json'), JSON.stringify(exoplanets)); console.log( ` wrote ${exoplanets.length} exoplanets: ${matched} on a catalogue star (${renamed.size} Gaia designations named after their host), ` + `${exoplanets.filter((exoplanet) => exoplanet.hostStarId !== null).length - matched} on ${added.length} stars added from the archive ` + `(${added.filter((star) => Math.hypot(star.x, star.y, star.z) <= 250).length} within 250 pc; magnitude in V for ${bands.V}, in G for ${bands.G}, none for ${bands.none}).` ); return { exoplanets, stars: allStars }; } if (require.main === module) { fetchExoplanets().catch((error) => { console.error(error); process.exitCode = 1; }); }