YouPlot/lib/youplot/plot.rb
2020-11-23 13:23:59 +09:00

166 lines
4.8 KiB
Ruby

# frozen_string_literal: true
require 'unicode_plot'
module YouPlot
# plotting functions.
module Plot
module_function
def barplot(data, params, count: false)
headers = data.headers
series = data.series
# `uplot count`
if count
series = Preprocessing.count_values(series[0])
params.title = headers[0] if headers
end
if series.size == 1
# If there is only one series, use the line number for label.
params.title ||= headers[0] if headers
labels = Array.new(series[0].size) { |i| (i + 1).to_s }
values = series[0].map(&:to_f)
else
params.title ||= headers[1] if headers
labels = series[0]
values = series[1].map(&:to_f)
end
UnicodePlot.barplot(labels, values, **params.to_hc)
end
def histogram(data, params)
headers = data.headers
series = data.series
params.title ||= data.headers[0] if headers
values = series[0].map(&:to_f)
UnicodePlot.histogram(values, **params.to_hc)
end
def line(data, params)
headers = data.headers
series = data.series
if series.size == 1
# If there is only one series, it is assumed to be sequential data.
params.ylabel ||= headers[0] if headers
y = series[0].map(&:to_f)
UnicodePlot.lineplot(y, **params.to_hc)
else
# If there are 2 or more series,
# assume that the first 2 series are the x and y series respectively.
if headers
params.xlabel ||= headers[0]
params.ylabel ||= headers[1]
end
x = series[0].map(&:to_f)
y = series[1].map(&:to_f)
UnicodePlot.lineplot(x, y, **params.to_hc)
end
end
def get_method2(method1)
"#{method1}!".to_sym
end
def plot_xyy(data, method1, params)
headers = data.headers
series = data.series
method2 = get_method2(method1)
series.map! { |s| s.map(&:to_f) }
if headers
params.name ||= headers[1]
params.xlabel ||= headers[0]
end
params.ylim ||= series[1..-1].flatten.minmax # why need?
plot = UnicodePlot.public_send(method1, series[0], series[1], **params.to_hc)
2.upto(series.size - 1) do |i|
UnicodePlot.public_send(method2, plot, series[0], series[i], name: headers&.[](i))
end
plot
end
def plot_xyxy(data, method1, params)
headers = data.headers
series = data.series
method2 = get_method2(method1)
series.map! { |s| s.map(&:to_f) }
series = series.each_slice(2).to_a
params.name ||= headers[0] if headers
params.xlim = series.map(&:first).flatten.minmax # why need?
params.ylim = series.map(&:last).flatten.minmax # why need?
x1, y1 = series.shift
plot = UnicodePlot.public_send(method1, x1, y1, **params.to_hc)
series.each_with_index do |(xi, yi), i|
UnicodePlot.public_send(method2, plot, xi, yi, name: headers&.[]((i + 1) * 2))
end
plot
end
def plot_fmt(data, fmt, method1, params)
case fmt
when 'xyy'
plot_xyy(data, method1, params)
when 'xyxy'
plot_xyxy(data, method1, params)
else
raise "Unknown format: #{fmt}"
end
end
def lines(data, params, fmt = 'xyy')
check_series_size(data, fmt)
plot_fmt(data, fmt, :lineplot, params)
end
def scatter(data, params, fmt = 'xyy')
check_series_size(data, fmt)
plot_fmt(data, fmt, :scatterplot, params)
end
def density(data, params, fmt = 'xyy')
check_series_size(data, fmt)
plot_fmt(data, fmt, :densityplot, params)
end
def boxplot(data, params)
headers = data.headers
series = data.series
headers ||= (1..series.size).map(&:to_s)
series.map! { |s| s.map(&:to_f) }
UnicodePlot.boxplot(headers, series, **params.to_hc)
end
def colors(color_names = false)
UnicodePlot::StyledPrinter::TEXT_COLORS.each do |k, v|
print v
print k
unless color_names
print "\t"
print ' ●'
end
print "\033[0m"
print "\t"
end
puts
end
def check_series_size(data, fmt)
series = data.series
if series.size == 1
warn 'youplot: There is only one series of input data. Please check the delimiter.'
warn ''
warn " Headers: \e[35m#{data.headers.inspect}\e[0m"
warn " The first item is: \e[35m\"#{series[0][0]}\"\e[0m"
warn " The last item is : \e[35m\"#{series[0][-1]}\"\e[0m"
exit 1
end
if fmt == 'xyxy' && series.size.odd?
warn 'YouPlot: In the xyxy format, the number of series must be even.'
warn ''
warn " Number of series: \e[35m#{series.size}\e[0m"
warn " Headers: \e[35m#{data.headers.inspect}\e[0m"
exit 1
end
end
end
end