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ic_conversion.jl
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ic_conversion.jl
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### A Pluto.jl notebook ###
# v0.19.46
using Markdown
using InteractiveUtils
# ╔═╡ 568ed730-9319-11ec-09ca-b1e962cadf22
using DelimitedFiles, Unitful, UnitfulAstro, HDF5, DataFrames
# ╔═╡ 5ca972c9-548a-445e-ba2e-e38151f7bedf
#####################################################################################
# Base units
#####################################################################################
begin
const ILLUSTRIS_L_UNIT = 3.085678e21u"cm"
const ILLUSTRIS_M_UNIT = 1.989e43u"g"
const ILLUSTRIS_V_UNIT = 1.0e5u"cm*s^-1"
end;
# ╔═╡ d3602da9-8263-4638-978e-bb7da9998885
#####################################################################################
# Dimensions of specific energy
#####################################################################################
@derived_dimension SpecificEnergy Unitful.𝐋^2 * Unitful.𝐓^-2 true;
# ╔═╡ b20de40e-21fe-4d4e-b0dc-fcb0d4ead59e
#####################################################################################
# As an example we use the low resolution ICs from the AGORA project site
# https://sites.google.com/site/santacruzcomparisonproject/data
#####################################################################################
begin
const out_file = "./output/ic_low"
const SIM_COSMO = false
end;
# ╔═╡ dd16a119-4f6e-4510-ac4c-17e4ab2fdf80
"""
Unit conversion struct.
# Fields
- `x_cgs::Unitful.Length`: Length, from internal units to ``\\mathrm{cm}``.
- `x_cosmo::Unitful.Length`: Length, from internal units to ``\\mathrm{kpc}``.
- `x_comoving::Unitful.Length`: Length, from internal units to ``\\mathrm{ckpc}``.
- `v_cgs::Unitful.Velocity`: Velocity, from internal units to ``\\mathrm{cm \\, s^{-1}}``.
- `v_cosmo::Unitful.Velocity`: Velocity, from internal units to ``\\mathrm{km \\, s^{-1}}``.
- `m_cgs::Unitful.Mass`: Mass, from internal units to ``\\mathrm{g}``.
- `m_cosmo::Unitful.Mass`: Mass, from internal units to ``\\mathrm{M_\\odot}``.
- `t_cgs::Unitful.Time`: Time, from internal units to ``\\mathrm{s}``.
- `t_cosmo::Unitful.Time`: Time, from internal units to ``\\mathrm{Myr}``.
- `U_cgs::Unitful.Energy`: Specific energy, from internal units to ``\\mathrm{erg \\, g^{-1}}``.
- `rho_cgs::Unitful.Density`: Density, from internal units to ``\\mathrm{g \\, cm^{-3}}``.
- `P_Pa::Unitful.Pressure`: Pressure, from internal units to ``\\mathrm{Pa}``.
"""
struct InternalUnits
x_cgs::Unitful.Length # Length, from internal units to cm
x_cosmo::Unitful.Length # Length, from internal units to kpc
x_comoving::Unitful.Length # Length, from internal units to ckpc
v_cgs::Unitful.Velocity # Velocity, from internal units to cm * s^-1
v_cosmo::Unitful.Velocity # Velocity, from internal units to km * s^-1
m_cgs::Unitful.Mass # Mass, from internal units to g
m_cosmo::Unitful.Mass # Mass, from internal units to M⊙
t_cgs::Unitful.Time # Time, from internal units to s
t_cosmo::Unitful.Time # Time, from internal units to Myr
U_cgs::SpecificEnergy # Specific energy, from internal units to erg * g^-1
rho_cgs::Unitful.Density # Density, from internal units to g * cm^-3
P_Pa::Unitful.Pressure # Pressure, from internal units to Pa
"""
InternalUnits(; <keyword arguments>)
Constructor for `InternalUnits`.
# Arguments
- `l_unit::Unitful.Length=ILLUSTRIS_L_UNIT`: Code parameter `UnitLength_in_cm`.
- `m_unit::Unitful.Mass=ILLUSTRIS_M_UNIT`: Code parameter `UnitMass_in_g`.
- `v_unit::Unitful.Velocity=ILLUSTRIS_V_UNIT`: Code parameter `UnitVelocity_in_cm_per_s`.
- `a0::Float64=1.0`: Cosmological scale factor of the simulation.
- `h0::Float64=1.0`: Hubble constant as "little h".
"""
function InternalUnits(;
l_unit::Unitful.Length=ILLUSTRIS_L_UNIT,
m_unit::Unitful.Mass=ILLUSTRIS_M_UNIT,
v_unit::Unitful.Velocity=ILLUSTRIS_V_UNIT,
a0::Float64=1.0,
h0::Float64=1.0,
)
#############################################################################
# Base units
#############################################################################
x_cgs = l_unit * a0 / h0
x_cosmo = x_cgs |> u"kpc"
x_comoving = l_unit / h0 |> u"kpc"
v_cgs = v_unit * sqrt(a0)
v_cosmo = v_cgs |> u"km*s^-1"
m_cgs = m_unit / h0
m_cosmo = m_cgs |> u"Msun"
#############################################################################
# Derived units
#############################################################################
# Only used in non-cosmological simulations
t_cgs = x_cgs / v_cgs
t_cosmo = t_cgs |> u"Myr"
U_cgs = v_unit^2 |> u"erg*g^-1"
rho_cgs = m_cgs * x_cgs^-3
# Thermal pressure (it uses v_unit^2 instead of v_cgs^2,
# which would add an extra factor of a0)
P_Pa = v_unit^2 * m_cgs * x_cgs^-3 |> u"Pa"
new(
x_cgs,
x_cosmo,
x_comoving,
v_cgs,
v_cosmo,
m_cgs,
m_cosmo,
t_cgs,
t_cosmo,
U_cgs,
rho_cgs,
P_Pa,
)
end
end;
# ╔═╡ a8db93bd-b83d-4236-ab15-a51604199ed6
"""
Data in the "Header" group of a HDF5 snapshot file.
# Fields
- `npart::Vector{Int32}`: Number of particles (of each type) included in this file chunk.
- `massarr::Vector{Float64}`: Masses of particle types which have a constant mass.
- `time::Float64`: The physical time/scale factor.
- `z::Float64`: Redshift of the simulation.
- `flag_sfr::Int32`: 1 if the simulation was run with star formation, else 0.
- `flag_feedback::Int32`: 1 if the simulation was run with stellar feedback, else 0.
- `nall::Vector{UInt32}`: Total number of particles (of each type) for this snapshot.
- `flag_cooling::Int32`: 1 if the simulation was run with cooling, else 0.
- `num_files::Int32`: Number of file chunks per snapshot.
- `omega_0::Float64`: The cosmological density parameter for matter.
- `boxsize::Float64`: Total size of the simulation box.
- `omega_l::Float64`: The cosmological density parameter for the cosmological constant.
- `h0::Float64`: Hubble parameter.
- `flag_stellarage::Int32`: 1 if the simulation was run with stellar age, else 0.
- `flag_metals::Int32`: 1 if the simulation was run with metals, else 0.
- `npartTotalHighWord::Vector{UInt32}`: If Npart > 1584^3 (> 2^32) this contains a high bit: ntotal = npartTotalHighWord * 2^32 + nall.
- `flag_entropy_instead_u::Int32`: 1 if the snapshot U field contains entropy instead of internal energy, else 0.
- `flag_doubleprecision::Int32`: 1 if the snapshot is in double precision, else 0.
- `flag_ic_info::Int32`: 1 if the initial snapshot file contains an info block, else 0.
- `lpt_scalingfactor::Float32`: Factor to use second order IC generation.
- `fill::Vector{Int32}`: The HEAD block needs to be filled with zeros to have a size of 256 bytes.
"""
@kwdef mutable struct SnapshotHeader
npart::Vector{Int32}
massarr::Vector{Float64}
time::Float64
z::Float64
flag_sfr::Int32
flag_feedback::Int32
nall::Vector{UInt32}
flag_cooling::Int32
num_files::Int32
omega_0::Float64
boxsize::Float64
omega_l::Float64
h0::Float64
flag_stellarage::Int32
flag_metals::Int32
npartTotalHighWord::Vector{UInt32}
flag_entropy_instead_u::Int32
flag_doubleprecision::Int32
flag_ic_info::Int32
lpt_scalingfactor::Float32
fill::Vector{Int32}
end;
# ╔═╡ 6647922f-bcc9-4438-a454-d8dba7a2d103
#####################################################################################
# Read IC files which are in the following format:
#
# Velocity: km/s
# Mass: 10^9 Msun
# Length: kpc
#
# Gas particle (gas.dat): x, y, z, vx, vy, vz, mgas, u_gas
# Dark matter halo (halo.dat): x, y, z, vx, vy, vz, mdark
# Stellar disk (disk.dat): x, y, z, vx, vy, vz, mdisk
# Stellar bulge (bulge.dat): x, y, z, vx, vy, vz, mbulge
#####################################################################################
begin
rawIC_type0 = readdlm("./AGORA_ICs/LOW/gas.dat")
rawIC_type1 = readdlm("./AGORA_ICs/LOW/halo.dat")
rawIC_type2 = readdlm("./AGORA_ICs/LOW/disk.dat")
rawIC_type3 = readdlm("./AGORA_ICs/LOW/bulge.dat")
s0 = size(rawIC_type0, 1)
s1 = size(rawIC_type1, 1)
s2 = size(rawIC_type2, 1)
s3 = size(rawIC_type3, 1)
end;
# ╔═╡ f3cc08bd-b2c6-42a2-a757-5ef4e7c685e9
#####################################################################################
# Header
#####################################################################################
header = SnapshotHeader(
npart = Int32[s0, s1, s2, s3, 0, 0],
massarr = [
rawIC_type0[1, 7],
rawIC_type1[1, 7],
rawIC_type2[1, 7],
rawIC_type3[1, 7],
0.0,
0.0,
] .* 10^9*u"Msun" ./ (ILLUSTRIS_M_UNIT |> u"Msun"),
time = 0.0,
z = 0.0,
flag_sfr = convert(Int32, 1),
flag_feedback = convert(Int32, 1),
nall = UInt32[s0, s1, s2, s3, 0, 0],
flag_cooling = convert(Int32, 1),
num_files = convert(Int32, 1),
omega_0 = 0.0,
boxsize = 0.0,
omega_l = 0.0,
h0 = 1.0,
flag_stellarage = convert(Int32, 1),
flag_metals = convert(Int32, 1),
npartTotalHighWord = UInt32[0, 0, 0, 0, 0, 0],
flag_entropy_instead_u = convert(Int32, 0),
flag_doubleprecision = convert(Int32, 0),
flag_ic_info = convert(Int32, 0),
lpt_scalingfactor = 0.0f0,
fill = Int32[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
);
# ╔═╡ a0f96fb1-8fda-410f-8861-563803f3798e
#####################################################################################
# Unit struct
#####################################################################################
IU = InternalUnits(; a0=SIM_COSMO ? header.time : 1.0, h0=header.h0);
# ╔═╡ 108bb88d-0d89-4601-a2b2-3af50fcd1f3b
#####################################################################################
# Write the ICs in HDF5 format for GADGET (SnapFormat = 3)
#
# Within each block, the particles will be ordered according to their particle type,
# i.e. gas particles will come first (type 0), then DM (type 1) particles, followed
# by disk (type 2) particles, and so on:
#
# gas => 0
# halo => 1
# disk => 2
# bulge => 3
#####################################################################################
begin
# Positions
pos = convert(
Array{Float32,2},
vcat(
rawIC_type0[:, 1:3],
rawIC_type1[:, 1:3],
rawIC_type2[:, 1:3],
rawIC_type3[:, 1:3],
)' .* u"kpc" ./ IU.x_cosmo,
)
# Velocities
vel = convert(
Array{Float32,2},
vcat(
rawIC_type0[:, 4:6],
rawIC_type1[:, 4:6],
rawIC_type2[:, 4:6],
rawIC_type3[:, 4:6],
)' .* u"km*s^-1" ./ IU.v_cosmo,
)
# Internal energy (for gas particles only)
u_factor = uconvert(u"erg*g^-1", 1.0*u"km*s^-1"^2)
u = convert(
Array{Float32,1},
rawIC_type0[:, 8] .* u_factor ./ IU.U_cgs,
)
# IDs
id = convert(Array{UInt32,1}, 1:(s0 + s1 + s2 + s3))
h5open(out_file * ".hdf5", "w") do fh5
g0 = create_group(fh5, "PartType0")
g1 = create_group(fh5, "PartType1")
g2 = create_group(fh5, "PartType2")
g3 = create_group(fh5, "PartType3")
head = create_group(fh5, "Header")
g0["Coordinates"] = collect(pos[:, 1:s0]')
g1["Coordinates"] = collect(pos[:, (s0 + 1):(s0 + s1)]')
g2["Coordinates"] = collect(pos[:, (s0 + s1 + 1):(s0 + s1 + s2)]')
g3["Coordinates"] = collect(pos[:, (s0 + s1 + s2 + 1):(s0 + s1 + s2 + s3)]')
g0["Velocities"] = collect(vel[:, 1:s0]')
g1["Velocities"] = collect(vel[:, (s0 + 1):(s0 + s1)]')
g2["Velocities"] = collect(vel[:, (s0 + s1 + 1):(s0 + s1 + s2)]')
g3["Velocities"] = collect(vel[:, (s0 + s1 + s2 + 1):(s0 + s1 + s2 + s3)]')
g0["ParticleIDs"] = id[1:s0]
g1["ParticleIDs"] = id[(s0 + 1):(s0 + s1)]
g2["ParticleIDs"] = id[(s0 + s1 + 1):(s0 + s1 + s2)]
g3["ParticleIDs"] = id[(s0 + s1 + s2 + 1):(s0 + s1 + s2 + s3)]
write_attribute(head, "NumPart_ThisFile", header.npart)
write_attribute(head, "NumPart_Total", header.nall)
write_attribute(head, "MassTable", header.massarr)
write_attribute(head, "Time", header.time)
write_attribute(head, "Redshift", header.z)
write_attribute(head, "BoxSize", header.boxsize)
write_attribute(head, "NumFilesPerSnapshot", header.num_files)
write_attribute(head, "NumPart_Total_HighWord", header.npartTotalHighWord)
write_attribute(head, "Omega0", header.omega_0)
write_attribute(head, "OmegaLambda", header.omega_l)
write_attribute(head, "HubbleParam", header.h0)
write_attribute(head, "Flag_Sfr", header.flag_sfr)
write_attribute(head, "Flag_Cooling", header.flag_cooling)
write_attribute(head, "Flag_StellarAge", header.flag_stellarage)
write_attribute(head, "Flag_Feedback", header.flag_feedback)
write_attribute(head, "Flag_DoublePrecision", header.flag_doubleprecision)
write_attribute(head, "Flag_Metals", header.flag_metals)
end
end;
# ╔═╡ 39f2147d-ac35-4b14-ade6-ee07d17f84c6
#####################################################################################
# Consistency test
#####################################################################################
h5open(out_file * ".hdf5", "r") do fh5
hdf5_pos = fh5["PartType0/Coordinates"][150:160, 2] * IU.x_cosmo
hdf5_vel = fh5["PartType0/Velocities"][150:160, 2] * IU.v_cosmo
@assert all(
isapprox.(rawIC_type0[150:160, 2], ustrip(hdf5_pos), rtol = 10^-5)
) && all(
isapprox.(rawIC_type0[150:160, 5], ustrip(hdf5_vel), rtol = 10^-5)
)
end;
# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab"
HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
UnitfulAstro = "6112ee07-acf9-5e0f-b108-d242c714bf9f"
[compat]
DataFrames = "~1.6.1"
DelimitedFiles = "~1.9.1"
HDF5 = "~0.16.12"
Unitful = "~1.21.0"
UnitfulAstro = "~1.2.1"
"""
# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised
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manifest_format = "2.0"
project_hash = "8dfc55340c4ec03d084f4d50904c72c14eb197ea"
[[deps.ArgTools]]
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[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
[[deps.Compat]]
deps = ["TOML", "UUIDs"]
git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
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"""
# ╔═╡ Cell order:
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# ╠═5ca972c9-548a-445e-ba2e-e38151f7bedf
# ╠═d3602da9-8263-4638-978e-bb7da9998885
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# ╠═dd16a119-4f6e-4510-ac4c-17e4ab2fdf80
# ╠═a8db93bd-b83d-4236-ab15-a51604199ed6
# ╠═6647922f-bcc9-4438-a454-d8dba7a2d103
# ╠═a0f96fb1-8fda-410f-8861-563803f3798e
# ╠═f3cc08bd-b2c6-42a2-a757-5ef4e7c685e9
# ╠═108bb88d-0d89-4601-a2b2-3af50fcd1f3b
# ╠═39f2147d-ac35-4b14-ade6-ee07d17f84c6
# ╟─00000000-0000-0000-0000-000000000001
# ╟─00000000-0000-0000-0000-000000000002