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data of UFDs
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src/AstroIC.jl

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include("data/MW_satellites.jl")
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export load_data_MW_satellites
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include("data/UFDs.jl")
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export load_data_UFDs
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include("data/SPARC.jl")
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export load_SPARC_LTGs_RC, load_SPARC_LTGs_data, load_li2018_SPARC
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export load_SPARC_Xray_ETGs_data, load_SPARC_rotating_ETGs_data, load_SPARC_rotating_ETGs_RC, load_SPARC_rotating_ETGs_rotmod

src/data/UFDs.csv

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# Table 1 and Table A.1 of hayashi2023dark_Astrophys. J. - Dark matter halo properties of the galactic dwarf satellites implication for chemo-dynamical evolution
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Galaxy N_samples log10L log10L_d log10L_u b_star b_star_d b_star_u Q Q_d Q_u log10b log10b_d log10b_u log10rho0 log10rho0_d log10rho0_u alpha alpha_d alpha_u beta beta_d beta_u gamma gamma_d gamma_u
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Antlia_2 283 5.88 0.10 0.10 2867 312 312 1.1 -0.6 +0.6 4.5 -0.3 +0.4 -3.4 -0.4 +0.5 2.0 -0.7 +0.7 6.2 -2.2 +2.0 0.4 -0.3 +0.2
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Bootes_I 66 4.33 0.10 0.10 191 8 8 1.1 -0.6 +0.6 3.7 -0.8 +0.9 -1.8 -0.9 +1.2 1.8 -0.8 +0.8 6.3 -2.2 +2.1 0.7 -0.6 +0.5
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Canes_Venatici_I 214 5.45 0.02 0.02 452 13 13 1.2 -0.5 +0.6 4.0 -0.7 +0.8 -2.2 -0.7 +1.1 1.9 -0.7 +0.8 6.3 -2.2 +2.1 0.7 -0.5 +0.4
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Canes_Venatici_II 25 4.00 0.13 0.13 71 11 11 1.1 -0.6 +0.6 3.7 -0.8 +0.9 -1.8 -1.0 +1.4 1.8 -0.8 +0.8 6.3 -2.2 +2.1 0.8 -0.5 +0.5
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Coma_Berenices 59 3.68 0.10 0.10 72 4 4 1.2 -0.5 +0.6 3.6 -0.9 +1.0 -1.1 -0.7 +1.4 1.9 -0.7 +0.8 6.3 -2.2 +2.1 0.5 -0.4 +0.4
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Crater_2 141 5.21 0.10 0.10 1066 84 84 0.7 -0.7 +0.4 3.6 -0.6 +0.6 -3.6 -1.0 +0.8 1.6 -0.9 +0.8 6.1 -2.4 +2.1 0.9 -0.5 +0.5
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Draco_2 9 3.10 0.40 0.40 19 -6 +8 1.1 -0.6 +0.6 2.1 -1.8 +1.4 -1.9 -2.5 +2.0 1.7 -0.8 +0.8 6.4 -2.2 +2.1 0.9 -0.7 +0.6
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Eridanus_II 92 4.82 0.04 0.04 196 19 19 1.2 -0.5 +0.6 3.8 -0.7 +0.8 -2.6 -1.3 +1.2 1.9 -0.8 +0.9 6.3 -2.3 +2.1 1.2 -0.4 +0.6
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Grus_1 8 3.32 0.24 0.24 28 23 23 1.1 -0.6 +0.6 3.6 -0.9 +0.9 -2.0 -1.0 +1.2 1.8 -0.8 +0.8 6.3 -2.2 +2.1 0.6 -0.6 +0.4
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Grus_2 19 3.33 0.04 0.04 94 9 9 1.1 -0.6 +0.6 1.8 -1.7 +1.1 -1.7 -3.4 +2.0 1.7 -0.8 +0.8 6.5 -2.2 +2.1 1.0 -0.7 +0.6
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Hercules 18 4.27 0.07 0.07 216 17 17 1.1 -0.6 +0.6 3.0 -1.2 +1.0 -1.4 -1.6 +1.8 1.8 -0.8 +0.8 6.3 -2.3 +2.1 1.0 -0.6 +0.7
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Horologium_I 5 3.35 0.22 0.22 37 7 7 1.1 -0.6 +0.6 2.2 -1.7 +1.1 +0.2 -2.4 +2.3 1.7 -0.8 +0.8 6.4 -2.2 +2.1 1.1 -0.6 +0.7
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Hydra_II 13 3.77 0.15 0.15 59 11 11 1.1 -0.6 +0.6 1.4 -1.7 +1.0 -2.5 -2.8 +1.6 1.7 -0.9 +0.8 6.6 -2.1 +2.2 0.8 -0.7 +0.6
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Leo_IV 18 3.93 0.10 0.10 114 13 13 1.0 -0.6 +0.6 3.3 -1.1 +1.3 -2.3 -2.0 +1.3 1.8 -0.8 +0.8 6.2 -2.3 +2.1 0.9 -0.7 +0.6
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Leo_V 7 3.69 0.14 0.14 49 16 16 1.1 -0.6 +0.6 3.8 -0.8 +0.9 -2.3 -1.0 +1.2 1.9 -0.7 +0.8 6.3 -2.2 +2.1 0.6 -0.6 +0.4
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Leo_T 19 4.97 0.06 0.06 153 16 16 1.1 -0.6 +0.6 3.2 -1.1 +1.0 -1.4 -1.6 +1.6 1.8 -0.8 +0.8 6.2 -2.3 +2.1 1.0 -0.6 +0.7
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Pisces_II 7 3.62 0.15 0.15 59 9 9 1.1 -0.6 +0.6 2.0 -1.7 +0.9 -0.2 -2.9 +2.5 1.7 -0.8 +0.8 6.4 -2.2 +2.1 1.1 -0.6 +0.7
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Reticulum_II 25 3.48 0.15 0.15 48 2 2 1.1 -0.6 +0.6 3.3 -1.1 +1.2 -1.4 -1.1 +1.7 1.8 -0.8 +0.8 6.3 -2.2 +2.1 0.8 -0.6 +0.5
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Segue_1 71 2.45 0.29 0.29 24 3 3 1.0 -0.6 +0.6 2.5 -1.4 +1.1 -0.9 -2.5 +2.4 1.6 -0.9 +0.8 6.2 -2.3 +2.1 1.6 -0.3 +0.6
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Segue_2 26 2.77 0.35 0.35 38 3 3 1.2 -0.5 +0.6 3.1 -1.2 +1.3 -1.4 -1.2 +1.7 1.8 -0.8 +0.8 6.4 -2.2 +2.1 0.7 -0.7 +0.5
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Triangulum_II 13 2.65 0.20 0.20 17 4 4 1.1 -0.6 +0.6 1.8 -1.9 +1.3 -2.4 -2.3 +1.7 1.7 -0.9 +0.8 6.5 -2.1 +2.2 0.8 -0.7 +0.6
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Tucana_2 19 3.45 0.63 0.63 165 -19 +28 1.1 -0.6 +0.6 2.7 -1.1 +0.6 -1.3 -1.6 +1.8 1.7 -0.9 +0.8 6.3 -2.3 +2.1 1.0 -0.6 +0.7
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Tucana_3 26 2.70 0.10 0.10 44 6 6 1.1 -0.6 +0.6 1.8 -1.8 +1.2 -2.4 -3.0 +1.7 1.7 -0.8 +0.8 6.5 -2.1 +2.2 0.9 -0.7 +0.6
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Tucana_4 11 3.14 0.07 0.07 127 24 24 1.1 -0.6 +0.6 2.5 -1.4 +0.9 -1.0 -2.2 +2.1 1.7 -0.8 +0.8 6.3 -2.3 +2.1 1.1 -0.6 +0.7
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Ursa_Major_I 39 3.98 0.15 0.15 234 10 10 1.1 -0.6 +0.6 3.3 -1.1 +1.1 -1.6 -1.9 +1.7 1.7 -0.8 +0.8 6.2 -2.3 +2.1 1.1 -0.6 +0.7
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Ursa_Major_II 20 3.63 0.10 0.10 128 5 5 1.2 -0.5 +0.6 3.6 -0.9 +1.1 -1.3 -1.0 +1.5 1.8 -0.8 +0.8 6.3 -2.2 +2.1 0.8 -0.6 +0.5
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Willman_1 40 2.94 0.30 0.30 28 2 2 1.0 -0.6 +0.6 3.2 -1.1 +1.1 -1.5 -1.7 +1.9 1.8 -0.8 +0.9 6.4 -2.2 +2.1 1.2 -0.5 +0.6

src/data/UFDs.jl

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"""
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$(TYPEDSIGNATURES)
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Load `src/data/UFDs.csv` with units
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Reference: Table 1 and Table A.1 of hayashi2023dark_Astrophys. J. - Dark matter halo properties of the galactic dwarf satellites implication for chemo-dynamical evolution
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"""
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function load_data_UFDs()
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df_UFDs = DataFrame(CSV.File(joinpath(@__DIR__, "UFDs.csv"), delim=" ", skipto=3, header=2, ignorerepeated = true));
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df_UFDs.L = (10 .^ df_UFDs.log10L) * u"Lsun"
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df_UFDs.L_u = (10 .^ (df_UFDs.log10L + df_UFDs.log10L_u)) * u"Lsun"
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df_UFDs.L_d = (10 .^ (df_UFDs.log10L + df_UFDs.log10L_d)) * u"Lsun"
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df_UFDs.b = (10 .^ df_UFDs.log10b) * u"pc"
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df_UFDs.b_u = (10 .^ (df_UFDs.log10b + df_UFDs.log10b_u)) * u"pc"
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df_UFDs.b_d = (10 .^ (df_UFDs.log10b + df_UFDs.log10b_d)) * u"pc"
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df_UFDs.rho0 = (10 .^ df_UFDs.log10rho0) * u"Msun/pc^3"
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df_UFDs.rho0_u = (10 .^ (df_UFDs.log10rho0 + df_UFDs.log10rho0_u)) * u"Msun/pc^3"
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df_UFDs.rho0_d = (10 .^ (df_UFDs.log10rho0 + df_UFDs.log10rho0_d)) * u"Msun/pc^3"
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return df_UFDs
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end

src/precompile.jl

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solarsystem(now())
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load_data_MW_satellites()
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load_data_UFDs()
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load_SPARC_LTGs_RC()
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load_SPARC_LTGs_data()

test/runtests.jl

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df = load_data_MW_satellites()
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@test length(df.Galaxy) == 61
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df = load_data_UFDs()
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@test length(df.Galaxy) == 27
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@test !isnothing(load_SPARC_LTGs_RC())
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@test !isnothing(load_SPARC_LTGs_data())
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@test !isnothing(load_li2018_SPARC())

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