// Solve each given Environment and plot it.
func solveAndPlot(envs []*tempAll.Environment, epsabs, epsrel float64, vars plots.GraphVars, xyLabels []string, fileLabelF0, fileLabelMu, fileLabelD1, xmax string) error {
// solve
var plotEnvs []interface{}
var errs []error
if *plotFS || *preciseFS {
plotEnvs, errs = tempAll.MultiSolve(envs, epsabs, epsrel, SolveNoninteracting)
} else {
plotEnvs, errs = tempAll.MultiSolve(envs, epsabs, epsrel, ZeroTempSolve)
}
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabelF0, plots.XLABEL_KEY: xyLabels[0], plots.YLABEL_KEY: xyLabels[1], plots.YMIN_KEY: "0.0", "xmax": xmax}
if !*plotFS && !*preciseFS {
// plot F0
err := plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, *printerPlots)
if err != nil {
return fmt.Errorf("error making plots: %v", err)
}
}
// plot Mu_h
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu
graphParams[plots.YLABEL_KEY] = xyLabels[2]
graphParams[plots.YMIN_KEY] = ""
vars.Y = "Mu_h"
err := plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, *printerPlots)
if err != nil {
return fmt.Errorf("error making plots: %v", err)
}
// plot D1
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelD1
graphParams[plots.YLABEL_KEY] = xyLabels[3]
vars.Y = "D1"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, *printerPlots)
if err != nil {
return fmt.Errorf("error making plots: %v", err)
}
graphParams["xmax"] = ""
if *plotFS || *preciseFS {
// plot Fermi surface
for _, env := range envs {
X := strconv.FormatFloat(env.X, 'f', 6, 64)
Tz := strconv.FormatFloat(env.Tz, 'f', 6, 64)
Thp := strconv.FormatFloat(env.Thp, 'f', 6, 64)
outPrefix := wd + "/" + "plot_data.FermiSurface_x_" + X + "_tz_" + Tz + "_thp_" + Thp
err = tempAll.FermiSurface(env, outPrefix, grapherPath, *preciseFS)
if err != nil {
return fmt.Errorf("error making plots: %v", err)
}
}
}
return nil
}
// Plot evolution of Tp vs X.
func TestPlotTpVsX(t *testing.T) {
flag.Parse()
if !*testPlot || *production {
return
}
defaultEnv, err := ptDefaultEnv()
if err != nil {
t.Fatal(err)
}
envs := defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{2, 2, 2}, []float64{0.01, -0.1, -0.05}, []float64{0.15, 0.1, 0.05})
if *longPlot {
if !*tinyX {
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{10, 1, 1}, []float64{0.0005, 0.1, 0.1}, []float64{0.15, 0.1, 0.1})
} else {
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{10, 2, 2}, []float64{0.001, 0.05, 0.05}, []float64{0.01, 0.1, 0.1})
}
}
eps := 1e-9
plotEnvs, errs := tempAll.MultiSolve(envs, eps, eps, PairTempSolve)
// T_p vs x plot
vars := plots.GraphVars{"X", "", []string{"Tz", "Thp"}, []string{"t_z", "t_h^{\\prime}"}, nil, tempAll.GetTemp}
fileLabel := "plot_data.tp_x"
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$x_{eff}$", plots.YLABEL_KEY: "$T_p$", plots.YMIN_KEY: "0"}
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making plot: %v", err)
}
// Mu_h vs x plot
fileLabel = "plot_data.mu_x"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\mu_h$"
graphParams[plots.YMIN_KEY] = ""
vars.Y = "Mu_h"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_h plot: %v", err)
}
// D1 vs x plot
fileLabel = "plot_data.D1_x"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$D_1$"
vars.Y = "D1"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making D1 plot: %v", err)
}
}
func solveAndPlot(envs []*tempAll.Environment, epsabs, epsrel float64, fileLabelTp, fileLabelMu, fileLabelD1, xmax string) error {
// solve
plotEnvs, errs := tempAll.MultiSolve(envs, epsabs, epsrel, PairTempSolve)
// T_p vs x plot
vars := plots.GraphVars{"X", "", []string{"Tz", "Thp"}, []string{"t_z/t_0", "t_h^{\\prime}/t_0"}, nil, tempAll.GetTemp}
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabelTp, plots.XLABEL_KEY: "$x_{eff}$", plots.YLABEL_KEY: "$T_p/t_0$", plots.YMIN_KEY: "0.0", "xmax": xmax}
err := plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, false)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelTp + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// Mu_h vs x plot
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu
graphParams[plots.YLABEL_KEY] = "$\\mu_h/t_0$"
graphParams[plots.YMIN_KEY] = ""
vars.Y = "Mu_h"
vars.YFunc = nil
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, false)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// D1 vs x plot
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelD1
graphParams[plots.YLABEL_KEY] = "$D_1$"
vars.Y = "D1"
vars.YFunc = nil
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, false)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelD1 + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
return nil
}
// X = 0.1; tz = 0.1; thp = 0.1; -0.7 < mu_b < -0.8
func TestPlotX2Collapse(t *testing.T) {
flag.Parse()
if !*collapsePlot {
return
}
defaultEnv, err := flucDefaultEnv()
if err != nil {
t.Fatal(err)
}
defaultEnv.X = 0.1
defaultEnv.Tz = 0.1
defaultEnv.Thp = 0.1
envs := defaultEnv.MultiSplit([]string{"Mu_b"}, []int{20}, []float64{-0.75}, []float64{-0.9})
eps := 1e-6
plotEnvs, errs := tempAll.MultiSolve(envs, eps, eps, FlucTempSolve)
// X2 vs Mu_b plots
vars := plots.GraphVars{"Mu_b", "", []string{"Tz"}, []string{"t_z"}, nil, tempCrit.GetX2}
fileLabel := "plot.x2_mu_b"
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$\\mu_b$", plots.YLABEL_KEY: "$x_2$"}
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_b plot: %v", err)
}
// T vs Mu_b plots
fileLabel = "plot_data.T_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$T$"
vars.YFunc = tempAll.GetTemp
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making T plot: %v", err)
}
// Mu_h vs Mu_b plots
fileLabel = "plot_data.mu_h_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\mu_h$"
vars.Y = "Mu_h"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_h plot: %v", err)
}
}
func TestPlotX2VsT(t *testing.T) {
flag.Parse()
if !(*testPlot || *longPlot) {
return
}
var plotEnvs []interface{}
var errs []error
wd, _ := os.Getwd()
cachePath := wd + "/__data_cache_tempLow"
if *loadCache {
var err error
plotEnvs, errs, err = tempAll.LoadEnvCache(cachePath)
if err != nil {
t.Fatal(err)
}
} else {
envs, err := lowDefaultEnvSet(*longPlot)
if err != nil {
t.Fatal(err)
}
// solve the full system
eps := 1e-9
plotEnvs, errs = tempAll.MultiSolve(envs, eps, eps, D1MuBetaSolve)
// cache results for future use
err = tempAll.SaveEnvCache(cachePath, plotEnvs, errs)
if err != nil {
t.Fatal(err)
}
}
Xs := getXs(plotEnvs)
// T vs F0 plots
vars := plots.GraphVars{"F0", "", []string{"Tz", "Thp", "X", "Be_field"}, []string{"t_z", "t_h^{\\prime}", "x", "eB"}, nil, tempAll.GetTemp}
fileLabel := "plot_data.T_F0"
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$F_0$", plots.YLABEL_KEY: "$T$"}
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making T(F0) plot: %v", err)
}
// X2 vs T plots
fileLabel = "plot_data.x2_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.XLABEL_KEY] = "$T$"
graphParams[plots.YLABEL_KEY] = "$x_2$"
vars.X = ""
vars.XFunc = tempAll.GetTemp
vars.YFunc = tempCrit.GetX2
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making X2(T) plot: %v", err)
}
// Mu_h vs T plots
fileLabel = "plot_data.mu_h_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\mu_h$"
vars.Y = "Mu_h"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_h(T) plot: %v", err)
}
// if looking for magnetization plot, make that plot and don't get Cv
if *magnetization_calc {
fileLabel = "plot_data.M_eB"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.XLABEL_KEY] = "$eB$"
graphParams[plots.YLABEL_KEY] = "$M$"
vars.X = "Be_field"
vars.XFunc = nil
vars.Y = ""
vars.YFunc = tempCrit.GetMagnetization
vars.Params = []string{"Tz", "Thp", "X", "F0"}
vars.ParamLabels = []string{"t_z", "t_h^{\\prime}", "x", "F_0"}
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making M plot: %v", err)
}
return
}
// calculate specific heat contributions
SHenvs := make([]interface{}, len(plotEnvs))
F := func(i int, cerr chan<- error) {
pe := plotEnvs[i]
if pe == nil {
cerr <- errors.New("pe is nil")
return
}
if errs[i] != nil {
cerr <- errs[i]
return
}
env, ok := pe.(tempAll.Environment)
if !ok {
cerr <- errors.New("pe is not Environment")
}
X2, err := tempCrit.X2(&env)
if err != nil {
cerr <- err
return
}
SHenvs[i] = SpecificHeatEnv{env, X2, 0.0, 0.0}
if X2 == 0.0 {
cerr <- nil
return
}
sh_1, err := HolonSpecificHeat(&env)
if err != nil {
cerr <- err
return
}
fmt.Printf("sh_1 = %f\n", sh_1)
sh_2, err := PairSpecificHeat(&env)
if err != nil {
cerr <- err
return
}
fmt.Printf("sh_2 = %f\n", sh_2)
SHenvs[i] = SpecificHeatEnv{env, X2, sh_1, sh_2}
cerr <- nil
}
SHerrs := parallel.Run(F, len(plotEnvs))
for _, err := range SHerrs {
if err != nil {
fmt.Println(err)
}
}
SHenvs = fixXs(SHenvs, Xs)
// specific heat plots
fileLabel = "plot_data.SH-1_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$C_V^{1}$"
vars.XFunc = GetSHTemp
vars.Y = "SH_1"
vars.YFunc = nil
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
fileLabel = "plot_data.SH-2_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$C_V^{2}$"
vars.Y = "SH_2"
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
SH12 := func(d interface{}) float64 {
env := d.(SpecificHeatEnv)
return env.SH_1 + env.SH_2
}
fileLabel = "plot_data.SH-12_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$C_V^{12}$"
vars.Y = ""
vars.YFunc = SH12
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
// C_V / T = C_V * Beta
Gamma := func(d interface{}) float64 {
env := d.(SpecificHeatEnv)
return SH12(d) * env.Beta
}
fileLabel = "plot_data.gamma-12_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\gamma^{12}$"
vars.YFunc = Gamma
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
Gamma1 := func(d interface{}) float64 {
env := d.(SpecificHeatEnv)
return env.SH_1 * env.Beta
}
fileLabel = "plot_data.gamma-1_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\gamma^{1}$"
vars.YFunc = Gamma1
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
Gamma2 := func(d interface{}) float64 {
env := d.(SpecificHeatEnv)
return env.SH_2 * env.Beta
}
fileLabel = "plot_data.gamma-2_mu_b"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\gamma^{2}$"
vars.YFunc = Gamma2
err = plots.MultiPlot(SHenvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
}
func solveAndPlot(envs []*tempAll.Environment, epsabs, epsrel float64, fileLabelMu_b, fileLabelMu_h, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1 string) error {
// solve
plotEnvs, errs := tempAll.MultiSolve(envs, epsabs, epsrel, FlucTempSolve)
// Mu_b vs T plot
vars := plots.GraphVars{"", "Mu_b", []string{"Tz", "Thp", "X"}, []string{"t_z/t_0", "t_h^{\\prime}/t_0", "x_{eff}"}, tempAll.GetTemp, nil}
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabelMu_b, plots.XLABEL_KEY: "$T$", plots.YLABEL_KEY: "$\\mu_{pair}/t_0$", plots.YMIN_KEY: ""}
err := plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, false)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu_b + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// Mu_h vs T plots
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu_h
graphParams[plots.YLABEL_KEY] = "$\\mu_h/t_0$"
vars.Y = "Mu_h"
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelMu_h + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// D_1 vs T plots
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelD1
graphParams[plots.YLABEL_KEY] = "$D_1$"
vars.Y = "D1"
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabelD1 + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// x_2 vs T plots
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_x2
graphParams[plots.YLABEL_KEY] = "$x_2$"
graphParams[plots.YMIN_KEY] = "0.0"
vars.Y = ""
vars.YFunc = tempCrit.GetX2
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_x2 + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// x_1 vs T plots
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_x1
graphParams[plots.YLABEL_KEY] = "$x_1$"
x1fn := func(data interface{}) float64 {
env := data.(tempAll.Environment)
return env.X - tempCrit.GetX2(data)
}
vars.Y = ""
vars.YFunc = x1fn
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_x1 + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
// omega_+(q) parameters (a, b) vs T
get_fit := func(data interface{}, i int) float64 {
env := data.(tempAll.Environment)
if env.FixedPairCoeffs {
if i == 0 || i == 1 {
return env.A
} else {
return env.B
}
}
fit, err := tempCrit.OmegaFit(&env, tempCrit.OmegaPlus)
if err != nil {
fmt.Printf("%v\n", err)
}
return fit[i]
}
get_a := func(data interface{}) float64 {
return get_fit(data, 0)
}
get_b := func(data interface{}) float64 {
return get_fit(data, 2)
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_a
graphParams[plots.YLABEL_KEY] = "$a/t_0$"
graphParams[plots.YMIN_KEY] = ""
vars.Y = ""
vars.YFunc = get_a
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_a + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_b
graphParams[plots.YLABEL_KEY] = "$b/t_0$"
vars.Y = ""
vars.YFunc = get_b
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
return err
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel_b + "_BW_"
err = plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if err != nil {
return err
}
return nil
}
func TestPlotX2VsMu_b(t *testing.T) {
flag.Parse()
if !(*testPlot || *longPlot) {
return
}
var plotEnvs []interface{}
var errs []error
wd, _ := os.Getwd()
cachePath := wd + "/__data_cache_tempFluc"
if *loadCache {
var err error
plotEnvs, errs, err = tempAll.LoadEnvCache(cachePath)
if err != nil {
t.Fatal(err)
}
} else {
envs, err := flucDefaultEnvSet(*longPlot)
if err != nil {
t.Fatal(err)
}
// solve the full system
eps := 1e-9
plotEnvs, errs = tempAll.MultiSolve(envs, eps, eps, FlucTempSolve)
// cache results for future use
err = tempAll.SaveEnvCache(cachePath, plotEnvs, errs)
if err != nil {
t.Fatal(err)
}
}
Xs := getXs(plotEnvs)
// T vs Mu_b plots
vars := plots.GraphVars{"Mu_b", "", []string{"Tz", "Thp", "X", "Be_field"}, []string{"t_z", "t_h^{\\prime}", "x", "eB"}, nil, tempAll.GetTemp}
fileLabel := "plot_data.T_mu_b"
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$\\mu_b$", plots.YLABEL_KEY: "$T$"}
if !*skipPlots {
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making T(Mu_b) plot: %v", err)
}
}
// X2 vs T plots
fileLabel = "plot_data.x2_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.XLABEL_KEY] = "$T$"
graphParams[plots.YLABEL_KEY] = "$x_2$"
vars.X = ""
vars.XFunc = tempAll.GetTemp
vars.YFunc = tempCrit.GetX2
if !*skipPlots {
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making X2(T) plot: %v", err)
}
}
// Mu_h vs T plots
fileLabel = "plot_data.mu_h_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\mu_h$"
vars.Y = "Mu_h"
vars.YFunc = nil
if !*skipPlots {
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_h plot: %v", err)
}
}
// omega(q) parameters (a, b) vs T
get_fit := func(data interface{}, i int) float64 {
env := data.(tempAll.Environment)
if env.FixedPairCoeffs {
if i == 0 || i == 1 {
return env.A
} else {
return env.B
}
}
fit, err := tempCrit.OmegaFit(&env, tempCrit.OmegaPlus)
if err != nil {
fmt.Printf("%v\n", err)
}
return fit[i]
}
get_a := func(data interface{}) float64 {
return get_fit(data, 0)
}
get_b := func(data interface{}) float64 {
return get_fit(data, 2)
}
fileLabel = "plot_data.a_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$a$"
vars.Y = ""
vars.YFunc = get_a
if !*skipPlots {
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making a plot: %v", err)
}
}
fileLabel = "plot_data.b_T"
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$b$"
vars.Y = ""
vars.YFunc = get_b
if !*skipPlots {
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making b plot: %v", err)
}
}
// if looking for magnetization plot, make that plot and don't get Cv
if *magnetization_calc && !*skipPlots {
fileLabel = "plot_data.M_eB"
//fileLabel := "plot_data.M_eB"
//graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$eB$", plots.YLABEL_KEY: "$M$"}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.XLABEL_KEY] = "$eB$"
graphParams[plots.YLABEL_KEY] = "$M$"
//vars := plots.GraphVars{"Be_field", "", []string{"Tz", "Thp", "X", "Mu_b"}, []string{"t_z", "t_h^{\\prime}", "x", "\\mu_b"}, nil, tempCrit.GetMagnetization}
vars.X = "Be_field"
vars.XFunc = nil
vars.Y = ""
vars.YFunc = tempCrit.GetMagnetization
vars.Params = []string{"Tz", "Thp", "X", "Mu_b"}
vars.ParamLabels = []string{"t_z", "t_h^{\\prime}", "x", "\\mu_b"}
//grapherPath := wd + "/../plots/grapher.py"
err := plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making M plot: %v", err)
}
return
}
// calculate specific heat contributions
SH_envs := makeSHEnvs(plotEnvs, errs, Xs)
// specific heat plots
fileLabelSH1 := "plot_data.SH-1_mu_b"
fileLabelSH2 := "plot_data.SH-2_mu_b"
fileLabelSH12 := "plot_data.SH-12_mu_b"
fileLabelGamma12 := "plot_data.gamma-12_mu_b"
fileLabelGamma1 := "plot_data.gamma-1_mu_b"
fileLabelGamma2 := "plot_data.gamma-2_mu_b"
err := makeSHPlots(SH_envs, errs, fileLabelSH1, fileLabelSH2, fileLabelSH12, fileLabelGamma1, fileLabelGamma2, fileLabelGamma12)
if err != nil {
t.Fatalf("error making specific heat plot: %v", err)
}
}
// Production-ready plots:
// D1, Mu_h, and Tc vs T.
// Extra set of plots to zoom in on x=0.
// x1 & x2, a & b.
// x = {0.03, 0.06, 0.09} in each set.
// Vary tz and thp independently in each set (fix one at 0.1 and the other is in {0.05, 0.1, 0.15}).
func TestProductionPlots(t *testing.T) {
// setup
flag.Parse()
if !*production {
return
}
defaultEnv, err := flucDefaultEnv()
if err != nil {
t.Fatal(err)
}
eps := 1e-6
/*
N_Mu_b := 60
N_Tz_Thp := 3
Nx := 3
// vary thp; running a & b
defaultEnv.FixedPairCoeffs = false
envs := defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b, 1, N_Tz_Thp, Nx}, []float64{0.0, 0.1, 0.05, 0.03}, []float64{-0.5, 0.1, 0.15, 0.09})
fileLabelMu_b := "plot_data_THP.Mu_b_T"
fileLabelMu_h := "plot_data_THP.Mu_h_T"
fileLabelD1 := "plot_data_THP.D1_T"
fileLabel_a := "plot_data_THP.a_T"
fileLabel_b := "plot_data_THP.b_T"
fileLabel_x2 := "plot_data_THP.x2_T"
fileLabel_x1 := "plot_data_THP.x1_T"
err = solveAndPlot(envs, eps, eps, fileLabelMu_b, fileLabelMu_h, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1)
if err != nil {
t.Fatal(err)
}
// vary thp; fixed a & b
defaultEnv.FixedPairCoeffs = true
envs = defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b, 1, N_Tz_Thp, Nx}, []float64{0.0, 0.1, 0.05, 0.03}, []float64{-0.5, 0.1, 0.15, 0.09})
fileLabelMu_b = "plot_data_THP_FIXED_AB.Mu_b_T"
fileLabelMu_h = "plot_data_THP_FIXED_AB.Mu_h_T"
fileLabelD1 = "plot_data_THP_FIXED_AB.D1_T"
fileLabel_a = "plot_data_THP_FIXED_AB.a_T"
fileLabel_b = "plot_data_THP_FIXED_AB.b_T"
fileLabel_x2 = "plot_data_THP_FIXED_AB.x2_T"
fileLabel_x1 = "plot_data_THP_FIXED_AB.x1_T"
err = solveAndPlot(envs, eps, eps, fileLabelMu_b, fileLabelMu_h, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1)
if err != nil {
t.Fatal(err)
}
// vary tz; running a & b
defaultEnv.FixedPairCoeffs = false
envs = defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b, N_Tz_Thp, 1, Nx}, []float64{0.0, 0.05, 0.1, 0.03}, []float64{-0.5, 0.15, 0.1, 0.09})
fileLabelMu_b = "plot_data_TZ.Mu_b_T"
fileLabelMu_h = "plot_data_TZ.Mu_h_T"
fileLabelD1 = "plot_data_TZ.D1_T"
fileLabel_a = "plot_data_TZ.a_T"
fileLabel_b = "plot_data_TZ.b_T"
fileLabel_x2 = "plot_data_TZ.x2_T"
fileLabel_x1 = "plot_data_TZ.x1_T"
err = solveAndPlot(envs, eps, eps, fileLabelMu_b, fileLabelMu_h, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1)
if err != nil {
t.Fatal(err)
}
// vary tz; fixed a & b
defaultEnv.FixedPairCoeffs = true
envs = defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b, N_Tz_Thp, 1, Nx}, []float64{0.0, 0.05, 0.1, 0.03}, []float64{-0.5, 0.15, 0.1, 0.09})
fileLabelMu_b = "plot_data_TZ_FIXED_AB.Mu_b_T"
fileLabelMu_h = "plot_data_TZ_FIXED_AB.Mu_h_T"
fileLabelD1 = "plot_data_TZ_FIXED_AB.D1_T"
fileLabel_a = "plot_data_TZ_FIXED_AB.a_T"
fileLabel_b = "plot_data_TZ_FIXED_AB.b_T"
fileLabel_x2 = "plot_data_TZ_FIXED_AB.x2_T"
fileLabel_x1 = "plot_data_TZ_FIXED_AB.x1_T"
err = solveAndPlot(envs, eps, eps, fileLabelMu_b, fileLabelMu_h, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1)
if err != nil {
t.Fatal(err)
}
// SH with running a & b; tz = thp = 0.1
N_Mu_b_SH := 30
defaultEnv.FixedPairCoeffs = false
envs = defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b_SH, 1, 1, Nx}, []float64{-0.03, 0.1, 0.1, 0.03}, []float64{-0.5, 0.1, 0.1, 0.09})
plotEnvs, errs := tempAll.MultiSolve(envs, eps, eps, FlucTempSolve)
Xs := getXs(plotEnvs)
SH_envs := makeSHEnvs(plotEnvs, errs, Xs)
fileLabelSH1 := "plot_data_SH.SH1_T"
fileLabelSH2 := "plot_data_SH.SH2_T"
fileLabelSH12 := "plot_data_SH.SH12_T"
fileLabelGamma12 := "plot_data_SH.gamma12_T"
fileLabelGamma1 := "plot_data_SH.gamma1_T"
fileLabelGamma2 := "plot_data_SH.gamma2_T"
err = makeSHPlots(SH_envs, errs, fileLabelSH1, fileLabelSH2, fileLabelSH12, fileLabelGamma1, fileLabelGamma2, fileLabelGamma12)
if err != nil {
t.Fatal(err)
}
// SH with a & b fixed at their Tc values
defaultEnv.FixedPairCoeffs = true
envs = defaultEnv.MultiSplit([]string{"Mu_b", "Tz", "Thp", "X"}, []int{N_Mu_b_SH, 1, 1, Nx}, []float64{-0.03, 0.1, 0.1, 0.03}, []float64{-0.5, 0.1, 0.1, 0.09})
plotEnvs, errs = tempAll.MultiSolve(envs, eps, eps, FlucTempSolve)
Xs = getXs(plotEnvs)
SH_envs = makeSHEnvs(plotEnvs, errs, Xs)
fileLabelSH1 = "plot_data_SH_FIXED_AB.SH1_T"
fileLabelSH2 = "plot_data_SH_FIXED_AB.SH2_T"
fileLabelSH12 = "plot_data_SH_FIXED_AB.SH12_T"
fileLabelGamma12 = "plot_data_SH_FIXED_AB.gamma12_T"
fileLabelGamma1 = "plot_data_SH_FIXED_AB.gamma1_T"
fileLabelGamma2 = "plot_data_SH_FIXED_AB.gamma2_T"
err = makeSHPlots(SH_envs, errs, fileLabelSH1, fileLabelSH2, fileLabelSH12, fileLabelGamma1, fileLabelGamma2, fileLabelGamma12)
if err != nil {
t.Fatal(err)
}
*/
// magnetization
eps = 1e-9
defaultEnv.FixedPairCoeffs = true
defaultEnv.IterateD1Mu_hMu_b = true
defaultEnv.X = 0.05
//TcFactors := []float64{1.0, 1.05, 1.1, 1.15}
//TcFactors := []float64{1.15, 1.2, 1.25, 1.3} // works for x = 0.1
TcFactors := []float64{1.2, 1.25, 1.3, 1.35} // works for x = 0.05
//TcFactors := []float64{1.15, 1.2, 1.25, 1.3}
//TcFactors := []float64{1.2, 1.4, 1.6}
//TcFactors := []float64{1.0, 1.2, 1.4, 1.6}
BeFields := []float64{}
for i := 0; i < 11; i++ {
BeFields = append(BeFields, 0.005*float64(i))
}
magEnvs, err := EnvSplitTcB(defaultEnv, TcFactors, BeFields, eps, eps)
if err != nil {
t.Fatal(err)
}
plotEnvs, errs := tempAll.MultiSolve(magEnvs, eps, eps, SolveMu_b)
fileLabelB := "plot_data.M_eB"
vars := plots.GraphVars{"Be_field", "", []string{"Temp"}, []string{"T/t_0"}, nil, tempCrit.GetMagnetization}
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabelB, plots.XLABEL_KEY: "$eB$", plots.YLABEL_KEY: "$M/e$", "xmax": "0.05"}
errMPlot := plots.MultiPlotStyle(plotEnvs, errs, vars, graphParams, grapherPath, true)
if errMPlot != nil {
t.Fatalf("error making M plot: %v", errMPlot)
}
}
// Production-ready plots:
// D1, Mu_h, and Tc vs x.
// Extra set of plots to zoom in on x=0.
// x1 & x2, a & b.
// Vary tz and thp independently in each set (fix one at 0.1 and the other is in {0.05, 0.1, 0.15}).
func TestProductionPlots(t *testing.T) {
// setup
flag.Parse()
if !*production {
return
}
defaultEnv, err := ctDefaultEnv()
if err != nil {
t.Fatal(err)
}
tpEnv, err := tpDefaultEnv()
if err != nil {
t.Fatal(err)
}
// number of X values to use
Nx := 60
// vary thp
envs := defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 1, 3}, []float64{0.001, 0.1, 0.05}, []float64{0.1, 0.1, 0.15})
fileLabelTc := "plot_data_THP.tc_x"
fileLabelMu := "plot_data_THP.mu_x"
fileLabelD1 := "plot_data_THP.D1_x"
fileLabel_a := "plot_data_THP.a_x"
fileLabel_b := "plot_data_THP.b_x"
fileLabel_x2 := "plot_data_THP.x2_x"
fileLabel_x1 := "plot_data_THP.x1_x"
eps := 1e-6
err = solveAndPlot(envs, eps, eps, fileLabelTc, fileLabelMu, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1, "0.1")
if err != nil {
t.Fatal(err)
}
// vary thp (small x)
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 1, 3}, []float64{0.001, 0.1, 0.05}, []float64{0.01, 0.1, 0.15})
fileLabelTc = "plot_data_THP_LOWX.tc_x"
fileLabelMu = "plot_data_THP_LOWX.mu_x"
fileLabelD1 = "plot_data_THP_LOWX.D1_x"
fileLabel_a = "plot_data_THP_LOWX.a_x"
fileLabel_b = "plot_data_THP_LOWX.b_x"
fileLabel_x2 = "plot_data_THP_LOWX.x2_x"
fileLabel_x1 = "plot_data_THP_LOWX.x1_x"
err = solveAndPlot(envs, eps, eps, fileLabelTc, fileLabelMu, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1, "0.01")
if err != nil {
t.Fatal(err)
}
// vary tz
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 3, 1}, []float64{0.001, 0.05, 0.1}, []float64{0.1, 0.15, 0.1})
fileLabelTc = "plot_data_TZ.tc_x"
fileLabelMu = "plot_data_TZ.mu_x"
fileLabelD1 = "plot_data_TZ.D1_x"
fileLabel_a = "plot_data_TZ.a_x"
fileLabel_b = "plot_data_TZ.b_x"
fileLabel_x2 = "plot_data_TZ.x2_x"
fileLabel_x1 = "plot_data_TZ.x1_x"
err = solveAndPlot(envs, eps, eps, fileLabelTc, fileLabelMu, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1, "0.1")
if err != nil {
t.Fatal(err)
}
// vary tz (small x)
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 3, 1}, []float64{0.001, 0.05, 0.1}, []float64{0.01, 0.15, 0.1})
fileLabelTc = "plot_data_TZ_LOWX.tc_x"
fileLabelMu = "plot_data_TZ_LOWX.mu_x"
fileLabelD1 = "plot_data_TZ_LOWX.D1_x"
fileLabel_a = "plot_data_TZ_LOWX.a_x"
fileLabel_b = "plot_data_TZ_LOWX.b_x"
fileLabel_x2 = "plot_data_TZ_LOWX.x2_x"
fileLabel_x1 = "plot_data_TZ_LOWX.x1_x"
err = solveAndPlot(envs, eps, eps, fileLabelTc, fileLabelMu, fileLabelD1, fileLabel_a, fileLabel_b, fileLabel_x2, fileLabel_x1, "0.01")
if err != nil {
t.Fatal(err)
}
// Tc and Tp plotted together, tz = thp = 0.1
envsTc := defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 1, 1}, []float64{0.001, 0.1, 0.1}, []float64{0.1, 0.1, 0.1})
envsTp := tpEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{Nx, 1, 1}, []float64{0.001, 0.1, 0.1}, []float64{0.1, 0.1, 0.1})
// TODO shouldn't throw away errors here
_, _ = tempAll.MultiSolve(envsTc, eps, eps, CritTempSolve)
_, _ = tempAll.MultiSolve(envsTp, eps, eps, tempPair.PairTempSolve)
fileLabelTcTp := "plot_data_TCTP_Tz_0.1_Thp_0.1_"
plotTcTp(envsTc, envsTp, fileLabelTcTp, "0.1")
}
// Plot evolution of Tc vs X.
func TestPlotTcVsX(t *testing.T) {
flag.Parse()
if !*testPlot && !*longPlot {
return
}
defaultEnv, err := ctDefaultEnv()
if err != nil {
t.Fatal(err)
}
envs := defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{4, 1, 1}, []float64{0.025, 0.05, 0.05}, []float64{0.10, 0.1, 0.1})
if *longPlot {
if !*tinyX {
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{10, 2, 2}, []float64{0.0001, 0.05, 0.05}, []float64{0.15, 0.1, 0.10})
} else {
envs = defaultEnv.MultiSplit([]string{"X", "Tz", "Thp"}, []int{10, 2, 2}, []float64{0.001, 0.05, 0.05}, []float64{0.01, 0.1, 0.1})
}
}
vars := plots.GraphVars{"X", "", []string{"Tz", "Thp"}, []string{"t_z", "t_h^{\\prime}"}, nil, tempAll.GetTemp}
eps := 1e-6
// solve the full system
plotEnvs, errs := tempAll.MultiSolve(envs, eps, eps, CritTempSolve)
// Tc vs x plots
wd, _ := os.Getwd()
grapherPath := wd + "/../plots/grapher.py"
var fileLabel string
if !*tinyX {
fileLabel = "plot_data.tc_x"
} else {
fileLabel = "plot_data.tinyX_tc_x"
}
graphParams := map[string]string{plots.FILE_KEY: wd + "/" + fileLabel, plots.XLABEL_KEY: "$x_{eff}$", plots.YLABEL_KEY: "$T_c/t_0$"}
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Tc plot: %v", err)
}
// Mu_h vs x plots
if !*tinyX {
fileLabel = "plot_data.mu_x_data"
} else {
fileLabel = "plot_data.tinyX_mu_x_data"
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$\\mu_h/t_0$"
vars.Y = "Mu_h"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making Mu_h plot: %v", err)
}
// D_1 vs x plots
if !*tinyX {
fileLabel = "plot_data.D1_x_data"
} else {
fileLabel = "plot_data.tinyX_D1_x_data"
}
graphParams[plots.FILE_KEY] = wd + "/" + fileLabel
graphParams[plots.YLABEL_KEY] = "$D_1$"
vars.Y = "D1"
vars.YFunc = nil
err = plots.MultiPlot(plotEnvs, errs, vars, graphParams, grapherPath)
if err != nil {
t.Fatalf("error making D1 plot: %v", err)
}
}
