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"""
2 Higgs
"""
using Plots, ADerrors, BDIO, MTH229, LaTeXStrings, Latexify, Printf
function readparams(fb)
#move read position to the first record
BDIO_seek!(fb,0)
while BDIO_seek!(fb)
# Simulation parameters
if BDIO_get_uinfo(fb) == 1
int_array = similar(Array{Int64, 1}, 3)
BDIO_read(fb, int_array)
global nth = int_array[1]
global niter = int_array[2]
global nrks = int_array[3]
end
end
end
function readdata(fb)
#move read position to the first record
k_index = 0
BDIO_seek!(fb,0)
while BDIO_seek!(fb)
# k values
if BDIO_get_uinfo(fb) == 2
db_array = similar(Array{Float64, 1}, length(k_vals)+8)
BDIO_read(fb, db_array)
global k_vals = db_array[begin:end-8]
global s_parms = db_array[end-8+1:end]
# BDIO_read(fb, k_vals)
end
#observables
#Plaquette
if BDIO_get_uinfo(fb) == 3
k_index += 1
db_array = similar(Array{Float64, 1}, nth)
BDIO_read(fb, db_array)
pl[1:nth,k_index] = db_array
end
if BDIO_get_uinfo(fb) == 4
db_array = similar(Array{Float64, 1}, niter)
BDIO_read(fb, db_array)
pl[nth+1:end,k_index] = db_array
end
#Rho
if BDIO_get_uinfo(fb) == 5
db_array = similar(Array{Float64, 1}, 2*nth)
BDIO_read(fb, db_array)
rho[1,1:nth,k_index] = db_array[1:nth]
rho[2,1:nth,k_index] = db_array[nth+1:end]
end
if BDIO_get_uinfo(fb) == 6
db_array = similar(Array{Float64, 1}, 2*niter)
BDIO_read(fb, db_array)
rho[1,nth+1:end,k_index] = db_array[1:niter]
rho[2,nth+1:end,k_index] = db_array[niter+1:end]
end
#Lphi
if BDIO_get_uinfo(fb) == 8
db_array = similar(Array{Float64, 1}, 2*nth)
BDIO_read(fb, db_array)
Lphi[1,1:nth,k_index] = db_array[1:nth]
Lphi[2,1:nth,k_index] = db_array[nth+1:end]
end
if BDIO_get_uinfo(fb) == 9
db_array = similar(Array{Float64, 1}, 2*niter)
BDIO_read(fb, db_array)
Lphi[1,nth+1:end,k_index] = db_array[1:niter]
Lphi[2,nth+1:end,k_index] = db_array[niter+1:end]
end
#Lalp
if BDIO_get_uinfo(fb) == 10
db_array = similar(Array{Float64, 1}, 2*nth)
BDIO_read(fb, db_array)
Lalp[1,1:nth,k_index] = 1/4 .* db_array[1:nth]
Lalp[2,1:nth,k_index] = 1/4 .* db_array[nth+1:end]
end
if BDIO_get_uinfo(fb) == 11
db_array = similar(Array{Float64, 1}, 2*niter)
BDIO_read(fb, db_array)
Lalp[1,nth+1:end,k_index] = 1/4 .* db_array[1:niter]
Lalp[2,nth+1:end,k_index] = 1/4 .* db_array[niter+1:end]
end
#dh
if BDIO_get_uinfo(fb) == 12
db_array = similar(Array{Float64, 1}, nth)
BDIO_read(fb, db_array)
dh[1:nth,k_index] = db_array
end
if BDIO_get_uinfo(fb) == 13
db_array = similar(Array{Float64, 1}, niter)
BDIO_read(fb, db_array)
dh[nth+1:end,k_index] = db_array
end
end
end
################# READ FILE #################
filename = "scalar1_vark40_beta0.0_eta0.0_niter10000_eps0.01_nsteps60.bdio"
filename = "var_k/scalar2_8x8x8x8_vark30_beta2.25_k20.1_etas0.5_0.5_mu0.2_xis0.1_0.1_0.1_0.1_niter100_eps0.1_nsteps50.bdio"
fb = BDIO_open(filename, "r")
readparams(fb)
global k_vals = Vector{Float64}(undef, nrks)
hist = false
rnrks = nrks
if hist
nrks *= 2
end
global pl = Array{Float64, 2}(undef, niter+nth, nrks)
global rho = Array{Float64, 3}(undef, 2, niter+nth, nrks)
global Lphi = Array{Float64, 3}(undef, 2, niter+nth, nrks)
global Lalp = Array{Float64, 3}(undef, 2, niter+nth, nrks)
global dh = Array{Float64, 2}(undef, niter+nth, nrks)
readdata(fb)
if hist
k_vals = vcat(k_vals,reverse(k_vals))
end
################# HISTORIES ################
yl = latexstring("\\Delta H")
yl = latexstring("\\rho^2")
yl = latexstring("L_\\alpha")
yl = latexstring("L_\\phi")
plot(reuse=false)
# for i in [1,5,10]
for i in 1:13
# obs = rho[1,1:50,i]
# lab = string("k = ", k_vals[i])
# p = plot!(obs,legend=:right,label=lab, ylabel=yl,xlabel="config.")
# display(p)
end
outputname = "reports/figs/free_scalar_8to4_chain_Lphi.png"
################# ANALYSIS #################
global av_pl = Vector{uwreal}(undef,nrks)
global tau_pl = Vector{uwreal}(undef,nrks)
global av_rho = Array{uwreal,2}(undef,2,nrks)
global tau_rho = Array{uwreal,2}(undef,2,nrks)
global av_Lphi = Array{uwreal,2}(undef,2,nrks)
global tau_Lphi = Array{uwreal,2}(undef,2,nrks)
global av_Lalp = Array{uwreal,2}(undef,2,nrks)
global tau_Lalp = Array{uwreal,2}(undef,2,nrks)
global av_expdh = Vector{uwreal}(undef,nrks)
global tau_expdh = Vector{uwreal}(undef,nrks)
# HMC diverged for k>0.13...
wpm = Dict{String,Vector{Float64}}()
#define uncorrelated data
wpm["uncorrelated"] = [1.0, -1.0, -1.0, -1.0]
for i in 1:nrks
print("\n", i)
start=1 #thermalization faster than nth
ID = string("k=",k_vals[i],"niter=",niter,start,nth)
ID = "uncorrelated"
plk = uwreal(pl[start:end,i],ID)
uwerr(plk,wpm)
av_pl[i] = plk
tau_pl[i] = ADerrors.taui(plk, ID)
for n in 1:2
rhok = uwreal(rho[n,start:end,i],ID)
uwerr(rhok,wpm)
tau_rho[n,i] = ADerrors.taui(rhok, ID)
av_rho[n,i] = rhok
Lphik = uwreal(Lphi[n,start:end,i],ID)
uwerr(Lphik,wpm)
tau_Lphi[n,i] = ADerrors.taui(Lphik, ID)
av_Lphi[n,i] = Lphik
Lalpk = uwreal(Lalp[n,start:end,i],ID)
uwerr(Lalpk,wpm)
tau_Lalp[n,i] = ADerrors.taui(Lalpk, ID)
av_Lalp[n,i] = Lalpk
end
expdhk = uwreal(exp.(.-dh[start:end,i]),"uncorrelated")
uwerr(expdhk,wpm)
tau_expdh[i] = ADerrors.taui(expdhk, "uncorrelated")
av_expdh[i] = expdhk
end
k2 = s_parms[1]
eta = s_parms[2]
mu = s_parms[4]
xi = s_parms[end]
beta = 2.25
# SCALAR OBSERVABLES
plot(reuse=false)
obs = av_Lalp[:,:]
yl = latexstring("<\\exp{(-\\Delta H)}>")
yl = latexstring("<\\rho^2>")
yl = latexstring("<L_{\\phi}>")
yl = latexstring("<L_{\\alpha}>")
ttl = latexstring("\\beta = $(beta); k_2 = $(k2); \\eta_n = $(eta) ; \\mu = $(mu); \\xi_i = $(xi);")
xl = latexstring("k")
plot(reuse=false)
phindex=1
p=scatter!(k_vals[begin:rnrks],value.(obs[phindex,begin:rnrks]),yerror=err.(obs[phindex,begin:rnrks]),legend=:topleft, ylabel=yl,xlabel=xl,label=latexstring("\\phi_{$(phindex)} - cooling"),title=ttl)
p=scatter!(k_vals[begin:rnrks],value.(obs[phindex+1,begin:rnrks]),yerror=err.(obs[phindex+1,begin:rnrks]),legend=:topleft, ylabel=yl,xlabel=xl,label=latexstring("\\phi_{$(phindex+1)} - cooling"),title=ttl)
# p=scatter!(k_vals[rnrks+1:end],value.(obs[phindex,rnrks+1:end]),yerror=err.(obs[phindex,rnrks+1:end]),legend=:topleft, ylabel=yl,xlabel=xl,label=latexstring("\\phi_$(phindex) - heating"))
display(p)
l=8
# outputname = "reports/figs/h2_phi$(phindex)_$(l)to4_Lalp_slowhist_k2$(k2)_eta$(eta)_mu$(mu)_xi$(xi).png"
outputname = "reports/figs/h2_$(l)to4_Lalp_k2$(k2)_eta$(eta)_mu$(mu)_xi$(xi)_beta$(beta).png"
# savefig(outputname)
# TABLE FREE THEORY
# for i in 1:nrks
# print("\n\\midrule\n")
# print(k_vals[i], " & ")
# @printf("%f +/- %f & %f &", value(av_expdh[i]), err(av_expdh[i]), value(tau_expdh[i]))
# @printf("%f +/- %f & %f &", value(av_rho[i]), err(av_rho[i]), value(tau_rho[i]))
# @printf("%f +/- %f & %f &", value(av_Lphi[i]), err(av_Lphi[i]), value(tau_Lphi[i]))
# @printf("%f +/- %f & %f", value(av_Lalp[i]), err(av_Lalp[i]), value(tau_Lalp[i]))
# print("\\\\")
# end