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zS;5a}0}m?`T;n^`6jLT3ML%!hO1fuQxu771APl0gZRpEWIUl9H=7s#iTNIGQ^a4SU z4uRD262YzKpsap^h40Ri8(aBs=fCoE?HS?B*@y0(IU4ByU|!tINvi|Noh?b_FMP>w zY*k%!-MH=G0)@xjLY?SuY%k=E!*#qL=pBs9Gr-H8)sQ5n2nyguyw#LV^Tb?8b3F~S zziCqvSvtk&C1z4&7aBYP17xaBjrmSjs-82_3Je^CPOP^20~eNj9L4>ZkoHFy= 1_000_000_000_000: - fmt.Printf("%.2fT", float64(n)/1_000_000_000_000.0) - case math.Abs(float64(n)) >= 1_000_000_000: - fmt.Printf("%.2fB", float64(n)/1_000_000_000.0) - case math.Abs(float64(n)) >= 1_000_000: - fmt.Printf("%.2fM", float64(n)/1_000_000.0) - case math.Abs(float64(n)) >= 1_000: - fmt.Printf("%.2fK", float64(n)/1_000.0) - default: - fmt.Printf("%d", n) - } -} - -func PrettyPrintFloat(f float64) { - switch { - case math.Abs(f) >= 1_000_000_000_000: - fmt.Printf("%.2fT", f/1_000_000_000_000) - case math.Abs(f) >= 1_000_000_000: - fmt.Printf("%.2fB", f/1_000_000_000) - case math.Abs(f) >= 1_000_000: - fmt.Printf("%.2fM", f/1_000_000) - case math.Abs(f) >= 1_000: - fmt.Printf("%.2fK", f/1_000) - - case math.Abs(f) <= 0.0001: - fmt.Printf("%.6f", f) - case math.Abs(f) <= 0.001: - fmt.Printf("%.5f", f) - case math.Abs(f) <= 0.01: - fmt.Printf("%.4f", f) - case math.Abs(f) <= 0.1: - fmt.Printf("%.3f", f) - default: - fmt.Printf("%.2f", f) - } - -} -func PrettyPrint2Floats(low float64, high float64) { - PrettyPrintFloat(low) - fmt.Printf(" ") - PrettyPrintFloat(high) -} - -func multiplyOrPassThroughError(a float64, b float64, err error) (float64, error) { - if err != nil { - return b, err - } else { - return a * b, nil - } -} - -func ParseFloat(word string) (float64, error) { - // l = len(word) // assuming no UTF stuff - switch len(word) { - case 0: - return 0, errors.New("String to be parsed into float must not be the empty string") - case 1: - return strconv.ParseFloat(word, 64) - } - - n := len(word) - 1 - f, err := strconv.ParseFloat(word[:n], 64) - switch word[n] { - case '%': - return multiplyOrPassThroughError(0.01, f, err) - case 'K': - return multiplyOrPassThroughError(1_000, f, err) - case 'M': - return multiplyOrPassThroughError(1_000_000, f, err) - case 'B': - return multiplyOrPassThroughError(1_000_000_000, f, err) - case 'T': - return multiplyOrPassThroughError(1_000_000_000_000, f, err) - default: - return strconv.ParseFloat(word, 64) - } - -} - -/* Printers */ -func PrettyPrintDist(dist Dist) { - switch v := dist.(type) { - case Lognormal: - fmt.Printf("=> ") - PrettyPrint2Floats(v.low, v.high) - fmt.Println() - case Beta: - fmt.Printf("=> beta ") - PrettyPrint2Floats(v.a, v.b) - fmt.Println() - case Scalar: - fmt.Printf("=> scalar ") - w := float64(v) - PrettyPrintFloat(w) - fmt.Println() - case FilledSamples: - n := len(v.xs) - sorted_xs := make([]float64, n) - copy(sorted_xs, v.xs) - sort.Slice(sorted_xs, func(i, j int) bool { - return sorted_xs[i] < sorted_xs[j] - }) - - low := sorted_xs[int(math.Round(float64(n)*0.05))] - high := sorted_xs[int(math.Round(float64(n)*0.95))] - fmt.Printf("=> ") - PrettyPrint2Floats(low, high) - - fmt.Printf(" (") - PrettyPrintInt(N_SAMPLES) - fmt.Printf(" samples)") - fmt.Println() - default: - fmt.Printf("%v\n", v) - } -} - -func PrettyPrintStats(dist Dist) { - xs := sample.Sample_serially(dist.Sampler, N_SAMPLES) - n := len(xs) - - mean := 0.0 - for i := 0; i < n; i++ { - mean += xs[i] - } - mean /= float64(n) - fmt.Printf("Mean: %f\n", mean) - - stdev := 0.0 - for i := 0; i < n; i++ { - stdev += math.Pow(xs[i]-mean, 2) - } - stdev = math.Sqrt(stdev / float64(n)) - fmt.Printf("Stdev: %f\n", stdev) - - sorted_xs := make([]float64, n) - copy(sorted_xs, xs) - sort.Slice(sorted_xs, func(i, j int) bool { - return sorted_xs[i] < sorted_xs[j] - }) - print_ci := func(ci float64, prefix string) { - x := sorted_xs[int(math.Round(float64(n)*ci))] - fmt.Printf("%s%f\n", prefix, x) - } - print_ci(0.01, "ci 1%: ") - print_ci(0.05, "ci 5%: ") - print_ci(0.10, "ci 10%: ") - print_ci(0.25, "ci 25%: ") - print_ci(0.50, "ci 50%: ") - print_ci(0.75, "ci 75%: ") - print_ci(0.90, "ci 90%: ") - print_ci(0.95, "ci 95%: ") - print_ci(0.99, "ci 99%: ") -} - -func PrintAndReturnErr(err_msg string) error { - fmt.Println(err_msg) - fmt.Println("Type \"help\" (without quotes) to see a pseudogrammar and examples") - return errors.New(err_msg) -}

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