From 68fbd594cd0fc90a9c4628aa27496dff8c747628 Mon Sep 17 00:00:00 2001 From: Richard Stiskalek Date: Sat, 13 Jul 2024 21:52:42 +0100 Subject: [PATCH] Add monopole to VF (#136) * Add monopole sampling * Add monopole * Update script * Bring back zmax * Add monopole * Add condition in case division by 0 * Add monopole to field * Update nb * Update script * Update scripts * Simplify docs --- csiborgtools/field/density.py | 7 +- csiborgtools/flow/flow_model.py | 18 +++-- notebooks/flow/flow_bulk.ipynb | 69 +++++++++++++++-- notebooks/flow/flow_bulk.py | 18 +++++ scripts/field_bulk.py | 127 ++++++++++++++------------------ scripts/field_bulk.sh | 4 +- scripts/flow_validation.py | 4 +- scripts/flow_validation.sh | 5 +- 8 files changed, 161 insertions(+), 91 deletions(-) diff --git a/csiborgtools/field/density.py b/csiborgtools/field/density.py index 72c24dc..1c94e76 100644 --- a/csiborgtools/field/density.py +++ b/csiborgtools/field/density.py @@ -301,8 +301,11 @@ def radial_velocity(rho_vel, observer_velocity): vy = rho_vel[1, i, j, k] - vy0 vz = rho_vel[2, i, j, k] - vz0 - radvel[i, j, k] = ((px * vx + py * vy + pz * vz) - / numpy.sqrt(px**2 + py**2 + pz**2)) + r = (px**2 + py**2 + pz**2)**0.5 + + # There will be at most one cell with r = 0 + if r > 0: + radvel[i, j, k] = (px * vx + py * vy + pz * vz) / r return radvel diff --git a/csiborgtools/flow/flow_model.py b/csiborgtools/flow/flow_model.py index b3e672b..049ccca 100644 --- a/csiborgtools/flow/flow_model.py +++ b/csiborgtools/flow/flow_model.py @@ -596,12 +596,18 @@ def sample_TFR(e_mu_min, e_mu_max, a_mean, a_std, b_mean, b_std): ############################################################################### -def sample_calibration(Vext_std, alpha_min, alpha_max, beta_min, beta_max, - sigma_v_min, sigma_v_max, sample_alpha, sample_beta): +def sample_calibration(Vext_min, Vext_max, Vmono_min, Vmono_max, + alpha_min, alpha_max, beta_min, beta_max, sigma_v_min, + sigma_v_max, sample_Vmono, sample_alpha, sample_beta): """Sample the flow calibration.""" - Vext = sample("Vext", Normal(0, Vext_std).expand([3])) + Vext = sample("Vext", Uniform(Vext_min, Vext_max).expand([3])) sigma_v = sample("sigma_v", Uniform(sigma_v_min, sigma_v_max)) + if sample_Vmono: + Vmono = sample("Vmono", Uniform(Vmono_min, Vmono_max)) + else: + Vmono = 0.0 + if sample_alpha: alpha = sample("alpha", Uniform(alpha_min, alpha_max)) else: @@ -612,7 +618,7 @@ def sample_calibration(Vext_std, alpha_min, alpha_max, beta_min, beta_max, else: beta = 1.0 - return Vext, sigma_v, alpha, beta + return Vext, Vmono, sigma_v, alpha, beta ############################################################################### @@ -669,7 +675,7 @@ class PV_validation_model(BaseFlowValidationModel): def __call__(self, calibration_hyperparams, distmod_hyperparams, store_ll_all=False): """NumPyro PV validation model.""" - Vext, sigma_v, alpha, beta = sample_calibration(**calibration_hyperparams) # noqa + Vext, Vmono, sigma_v, alpha, beta = sample_calibration(**calibration_hyperparams) # noqa cz_err = jnp.sqrt(sigma_v**2 + self.e2_cz_obs) Vext_rad = project_Vext(Vext[0], Vext[1], Vext[2], self.RA, self.dec) @@ -694,7 +700,7 @@ class PV_validation_model(BaseFlowValidationModel): pnorm = simpson(ptilde, dx=self.dr, axis=-1) # Calculate z_obs at each distance. Shape is (n_sims, ndata, nxrange) - vrad = beta * self.los_velocity + Vext_rad[None, :, None] + vrad = beta * self.los_velocity + Vext_rad[None, :, None] + Vmono zobs = (1 + self.z_xrange[None, None, :]) * (1 + vrad / SPEED_OF_LIGHT) - 1 # noqa ptilde *= calculate_likelihood_zobs(self.z_obs, zobs, cz_err) diff --git a/notebooks/flow/flow_bulk.ipynb b/notebooks/flow/flow_bulk.ipynb index 1939930..822c83f 100644 --- a/notebooks/flow/flow_bulk.ipynb +++ b/notebooks/flow/flow_bulk.ipynb @@ -37,6 +37,65 @@ "%matplotlib inline" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Enclosed monopole" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "cols = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "# Carrick+2015 must be multiplied by beta = 0.43\n", + "r, Vmono = read_enclosed_monopole(\"Carrick2015\")\n", + "Vmono *= 0.4\n", + "plt.plot(r, Vmono[0], label=\"Carrick+2015\", color=cols[0])\n", + "\n", + "r, Vmono = read_enclosed_monopole(\"Lilow2024\")\n", + "plt.plot(r, Vmono[0], label=\"Lilow+2024\", color=cols[1])\n", + "\n", + "r, Vmono = read_enclosed_monopole(\"csiborg2X\")\n", + "ylow, ymed, yhigh = np.percentile(Vmono, [16, 50, 84], axis=0)\n", + "plt.fill_between(r, ylow, yhigh, color=cols[2], alpha=0.5, label=\"Manticore\")\n", + "\n", + "\n", + "\n", + "plt.xlabel(r\"$r ~ [\\mathrm{Mpc} / h]$\")\n", + "plt.ylabel(r\"$V_{\\mathrm{mono}} ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", + "plt.legend(loc=\"upper left\")\n", + "\n", + "plt.xlim(r.min(), r.max())\n", + "plt.tight_layout()\n", + "plt.savefig(\"../../plots/enclosed_monopole.png\", dpi=450)\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -46,12 +105,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -92,9 +151,7 @@ "ymin = np.percentile(overdensity, 16, axis=0)\n", "ymed = np.median(overdensity, axis=0)\n", "ymax = np.percentile(overdensity, 84, axis=0)\n", - "plt.fill_between(r / 0.7, ymin, ymax, color=c, alpha=0.5, label=\"Manticore\")\n", - "\n", - "\n", + "plt.fill_between(r, ymin, ymax, color=c, alpha=0.5, label=\"Manticore\")\n", "\n", "plt.xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", "plt.ylabel(r\"$\\delta_{\\rm enc} (r \\leq R)$\")\n", @@ -336,7 +393,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.7" + "version": "3.11.4" } }, "nbformat": 4, diff --git a/notebooks/flow/flow_bulk.py b/notebooks/flow/flow_bulk.py index fcb5a1c..ba42b9f 100644 --- a/notebooks/flow/flow_bulk.py +++ b/notebooks/flow/flow_bulk.py @@ -43,6 +43,24 @@ def read_enclosed_density(simname): return r, overdensity +def read_enclosed_monopole(simname, rmax=155): + fname = join(FDIR, f"enclosed_mass_{simname}.npz") + + if exists(fname): + data = np.load(fname) + else: + raise FileNotFoundError(f"File {fname} not found.") + + r = data["distances"] + vmono = data["cumulative_velocity_mono"] + + mask = r < rmax + r = r[mask] + vmono = vmono[..., mask] + + return r, vmono + + def read_enclosed_flow(simname): fname = join(FDIR, f"enclosed_mass_{simname}.npz") diff --git a/scripts/field_bulk.py b/scripts/field_bulk.py index c623647..c4f1b8e 100644 --- a/scripts/field_bulk.py +++ b/scripts/field_bulk.py @@ -25,12 +25,16 @@ from datetime import datetime from gc import collect from os.path import join -import csiborgtools import numpy as np from astropy import units as u from astropy.coordinates import CartesianRepresentation, SkyCoord from tqdm import tqdm +import csiborgtools +from csiborgtools import fprint +from csiborgtools.field import (field_enclosed_mass, particles_enclosed_mass, + particles_enclosed_momentum) + ############################################################################### # Read in information about the simulation # ############################################################################### @@ -41,23 +45,7 @@ def t(): def get_reader(simname, paths, nsim): - """ - Get the appropriate snaspshot reader for the simulation. - - Parameters - ---------- - simname : str - Name of the simulation. - paths : csiborgtools.read.Paths - Paths object. - nsim : int - Simulation index. - - Returns - ------- - reader : instance of csiborgtools.read.BaseSnapshot - Snapshot reader. - """ + """Get the appropriate snapshot reader for the simulation.""" if simname == "csiborg1": nsnap = max(paths.get_snapshots(nsim, simname)) reader = csiborgtools.read.CSiBORG1Snapshot(nsim, nsnap, paths, @@ -73,49 +61,26 @@ def get_reader(simname, paths, nsim): def get_particles(reader, boxsize, get_velocity=True, verbose=True): - """ - Get the distance of particles from the center of the box and their masses. - - Parameters - ---------- - reader : instance of csiborgtools.read.BaseSnapshot - Snapshot reader. - boxsize : float - Box size in Mpc / h. - get_velocity : bool, optional - Whether to also return the velocity of particles. - verbose : bool - Verbosity flag. - - Returns - ------- - dist : 1-dimensional array - Distance of particles from the center of the box. - mass : 1-dimensional array - Mass of particles. - vel : 2-dimensional array, optional - Velocity of particles. - """ - if verbose: - print(f"{t()},: reading coordinates and calculating radial distance.") + """Get the snapshot particles.""" + fprint("reading coordinates and calculating radial distance.", verbose) pos = reader.coordinates() dtype = pos.dtype pos -= boxsize / 2 dist = np.linalg.norm(pos, axis=1).astype(dtype) + collect() + + if get_velocity: + fprint("reading velocities.", verbose) + vel = reader.velocities().astype(dtype) + vrad = np.sum(pos, vel, axis=1) / dist + del pos collect() - if verbose: - print(f"{t()}: reading masses.") + fprint("reading masses.") mass = reader.masses() - if get_velocity: - if verbose: - print(f"{t()}: reading velocities.") - vel = reader.velocities().astype(dtype) - - if verbose: - print(f"{t()}: sorting arrays.") + fprint("sorting arrays.") indxs = np.argsort(dist) dist = dist[indxs] mass = mass[indxs] @@ -126,7 +91,7 @@ def get_particles(reader, boxsize, get_velocity=True, verbose=True): collect() if get_velocity: - return dist, mass, vel + return dist, mass, vel, vrad return dist, mass @@ -140,7 +105,7 @@ def main_borg(args, folder): paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring) boxsize = csiborgtools.simname2boxsize(args.simname) nsims = paths.get_ics(args.simname) - distances = np.linspace(0, boxsize / 2, 101)[1:] + distances = np.linspace(0, boxsize / 2, 101) cumulative_mass = np.zeros((len(nsims), len(distances))) cumulative_volume = np.zeros((len(nsims), len(distances))) @@ -154,7 +119,7 @@ def main_borg(args, folder): else: raise ValueError(f"Unknown simname: `{args.simname}`.") - cumulative_mass[i, :], cumulative_volume[i, :] = csiborgtools.field.field_enclosed_mass( # noqa + cumulative_mass[i, :], cumulative_volume[i, :] = field_enclosed_mass( field, distances, boxsize) # Finally save the output @@ -174,35 +139,42 @@ def main_csiborg(args, folder): cumulative_mass = np.zeros((len(nsims), len(distances))) mass135 = np.zeros(len(nsims)) masstot = np.zeros(len(nsims)) + cumulative_vel_mono = np.zeros((len(nsims), len(distances))) cumulative_velocity = np.zeros((len(nsims), len(distances), 3)) for i, nsim in enumerate(tqdm(nsims, desc="Simulations")): reader = get_reader(args.simname, paths, nsim) - rdist, mass, vel = get_particles(reader, boxsize, verbose=False) + rdist, mass, vel, vrad = get_particles(reader, boxsize, verbose=True) # Calculate masses - cumulative_mass[i, :] = csiborgtools.field.particles_enclosed_mass( - rdist, mass, distances) - mass135[i] = csiborgtools.field.particles_enclosed_mass( - rdist, mass, [135])[0] + cumulative_mass[i, :] = particles_enclosed_mass(rdist, mass, distances) + mass135[i] = particles_enclosed_mass(rdist, mass, [135])[0] masstot[i] = np.sum(mass) + # Calculate monopole momentum + cumulative_vel_mono[i] = particles_enclosed_mass( + rdist, vrad * mass, distances) + # Calculate velocities - cumulative_velocity[i, ...] = csiborgtools.field.particles_enclosed_momentum( # noqa + cumulative_velocity[i, ...] = particles_enclosed_momentum( rdist, mass, vel, distances) - for j in range(3): # Normalize the momentum to get velocity out of it. + + # Normalize the momentum to get velocity out of it. + for j in range(3): cumulative_velocity[i, :, j] /= cumulative_mass[i, :] + cumulative_vel_mono[i, ...] /= cumulative_mass[i, ...] # Finally save the output fname = f"enclosed_mass_{args.simname}.npz" fname = join(folder, fname) np.savez(fname, enclosed_mass=cumulative_mass, mass135=mass135, masstot=masstot, distances=distances, - cumulative_velocity=cumulative_velocity) + cumulative_velocity=cumulative_velocity, + cumulative_velocity_mono=cumulative_vel_mono) def main_from_field(args, folder): - """Bulk flow in the Manticore boxes provided by Stuart.""" + """Bulk flows in 3D fields""" paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring) boxsize = csiborgtools.simname2boxsize(args.simname) nsims = paths.get_ics(args.simname) @@ -210,6 +182,7 @@ def main_from_field(args, folder): cumulative_mass = np.zeros((len(nsims), len(distances))) cumulative_volume = np.zeros((len(nsims), len(distances))) + cumulative_vel_mono = np.zeros((len(nsims), len(distances))) cumulative_vel_x = np.zeros((len(nsims), len(distances))) cumulative_vel_y = np.zeros_like(cumulative_vel_x) cumulative_vel_z = np.zeros_like(cumulative_vel_x) @@ -224,18 +197,30 @@ def main_from_field(args, folder): raise ValueError(f"Unknown simname: `{args.simname}`.") density_field = reader.density_field() - velocity_field = reader.velocity_field() - - cumulative_mass[i, :], cumulative_volume[i, :] = csiborgtools.field.field_enclosed_mass( # noqa + cumulative_mass[i, :], cumulative_volume[i, :] = field_enclosed_mass( density_field, distances, boxsize, verbose=False) + del density_field + collect() - cumulative_vel_x[i, :], __ = csiborgtools.field.field_enclosed_mass( + velocity_field = reader.velocity_field() + radial_velocity_field = csiborgtools.field.radial_velocity( + velocity_field, [0., 0., 0.]) + + cumulative_vel_mono[i, :], __ = field_enclosed_mass( + radial_velocity_field, distances, boxsize, verbose=False) + del radial_velocity_field + collect() + + cumulative_vel_x[i, :], __ = field_enclosed_mass( velocity_field[0], distances, boxsize, verbose=False) - cumulative_vel_y[i, :], __ = csiborgtools.field.field_enclosed_mass( + cumulative_vel_y[i, :], __ = field_enclosed_mass( velocity_field[1], distances, boxsize, verbose=False) - cumulative_vel_z[i, :], __ = csiborgtools.field.field_enclosed_mass( + cumulative_vel_z[i, :], __ = field_enclosed_mass( velocity_field[2], distances, boxsize, verbose=False) + del velocity_field + collect() + if args.simname in ["Carrick2015", "Lilow2024"]: # Carrick+2015 and Lilow+2024 box is in galactic coordinates, so we # need to convert the bulk flow vector to RA/dec Cartesian @@ -253,12 +238,14 @@ def main_from_field(args, folder): cumulative_vel = np.stack( [cumulative_vel_x, cumulative_vel_y, cumulative_vel_z], axis=-1) cumulative_vel /= cumulative_volume[..., None] + cumulative_vel_mono /= cumulative_volume # Finally save the output fname = f"enclosed_mass_{args.simname}.npz" fname = join(folder, fname) print(f"Saving to `{fname}`.") np.savez(fname, enclosed_mass=cumulative_mass, distances=distances, + cumulative_velocity_mono=cumulative_vel_mono, cumulative_velocity=cumulative_vel, enclosed_volume=cumulative_volume) diff --git a/scripts/field_bulk.sh b/scripts/field_bulk.sh index 5d95757..c290275 100755 --- a/scripts/field_bulk.sh +++ b/scripts/field_bulk.sh @@ -1,6 +1,6 @@ nthreads=1 -memory=12 -on_login=1 +memory=48 +on_login=0 queue="berg" env="/mnt/zfsusers/rstiskalek/csiborgtools/venv_csiborg/bin/python" file="field_bulk.py" diff --git a/scripts/flow_validation.py b/scripts/flow_validation.py index efb8d02..db7cc0e 100644 --- a/scripts/flow_validation.py +++ b/scripts/flow_validation.py @@ -243,10 +243,12 @@ if __name__ == "__main__": "num_epochs": num_epochs} print_variables(main_params.keys(), main_params.values()) - calibration_hyperparams = {"Vext_std": 500, + calibration_hyperparams = {"Vext_min": -1000, "Vext_max": 1000, + "Vmono_min": -1000, "Vmono_max": 1000, "alpha_min": -1.0, "alpha_max": 3.0, "beta_min": -1.0, "beta_max": 3.0, "sigma_v_min": 5.0, "sigma_v_max": 750., + "sample_Vmono": True, "sample_alpha": sample_alpha, "sample_beta": sample_beta, } diff --git a/scripts/flow_validation.sh b/scripts/flow_validation.sh index 36a7ed3..a4d9a85 100755 --- a/scripts/flow_validation.sh +++ b/scripts/flow_validation.sh @@ -19,8 +19,7 @@ fi # Submit a job for each combination of simname, catalogue, ksim # for simname in "Lilow2024" "CF4" "CF4gp" "csiborg1" "csiborg2_main" "csiborg2X"; do -for ksmooth in 0 1 2 3 4; do -for simname in "Carrick2015"; do +for simname in "csiborg2X"; do # for simname in "csiborg1" "csiborg2_main" "csiborg2X"; do for catalogue in "Pantheon+"; do # for catalogue in "2MTF"; do @@ -43,5 +42,3 @@ for simname in "Carrick2015"; do done done done - -done \ No newline at end of file