72 Commits

Author SHA1 Message Date
kojix2
286e90ec23 v0.2.0 2020-08-16 13:43:50 +09:00
kojix2
f3cd03196d Rubocop auto correct 2020-08-16 13:43:37 +09:00
kojix2
c4d31108bb Improved error messages2 2020-08-16 13:34:41 +09:00
kojix2
9d58b1aaf9 Improved error messages. 2020-08-16 13:20:52 +09:00
kojix2
a09a703c33 Separation of Plot and Command Modules 2020-08-16 12:46:45 +09:00
kojix2
4a14e4716a Correct the loading order. 2020-08-16 00:04:00 +09:00
kojix2
3c9f2fc9fc Update README 2020-08-15 23:47:23 +09:00
kojix2
c0f5cbc7d5 Move preprocessing.rb 2020-08-15 23:37:02 +09:00
kojix2
57efdfcc2c Fix a typo 2020-08-15 23:19:32 +09:00
kojix2
d17143f7fa Rename Preprocess -> Preprocessing 2020-08-15 23:18:33 +09:00
kojix2
c426378bda Separate the Preprocess module into new files 2020-08-15 23:15:30 +09:00
kojix2
02857a46a3 Prevent option parser from starting automatically 2020-08-15 23:06:55 +09:00
kojix2
ff7b0680aa Use Data struct 2020-08-15 22:17:44 +09:00
kojix2
e887dc3f5a Add name to Params 2020-08-15 22:13:06 +09:00
kojix2
1d1ae9e1b0 Add Preprocess module 2020-08-15 22:12:42 +09:00
kojix2
715236b5b4 Improve comments 2020-08-15 19:42:18 +09:00
kojix2
22460f3689 Add raw_input variable 2020-08-15 19:41:53 +09:00
kojix2
1548675967 Fixied stuck blocks. 2020-08-15 17:48:25 +09:00
kojix2
45fc89605c Shorten the line. It's not cool, but it's easy to maintain. 2020-08-15 17:28:51 +09:00
kojix2
ee3608a106 Use symbols as plot_type 2020-08-15 17:10:41 +09:00
kojix2
ff1176797f Use Stract as params 2020-08-15 16:46:03 +09:00
kojix2
6db2372c29 Minor style changes 2020-08-15 16:02:31 +09:00
kojix2
59f0fdddca Fix a typo 2020-08-15 16:01:43 +09:00
kojix2
3c51e0c902 refactoring... 2020-08-15 15:45:46 +09:00
kojix2
ee74b32815 Add version number 2020-08-14 13:47:04 +09:00
kojix2
0fa1e37da7 v0.1.4 2020-08-14 11:49:18 +09:00
kojix2
3c6a4b46b1 Improved parser error messages. 2020-08-14 11:45:47 +09:00
kojix2
1f713d2a7b Refactor line plot 2020-08-14 10:36:27 +09:00
kojix2
749ac8a091 Add xlabel and ylabel options 2020-08-05 01:50:08 +09:00
kojix2
0906becf27 v0.1.3 2020-08-04 21:37:45 +09:00
kojix2
cd4f7281ef Add more options 2020-08-04 21:28:17 +09:00
kojix2
b24d91642b Simplify boxplot 2020-08-04 20:39:42 +09:00
kojix2
47ba4ededa Fix typo 2020-08-04 20:13:34 +09:00
kojix2
1ac39003bc A little refactoring 2020-08-04 15:18:40 +09:00
kojix2
2fddc98118 Fix series name label in xyxy plot 2020-08-03 15:22:13 +09:00
kojix2
edb377170d Removed monkey patch 2020-08-03 15:10:59 +09:00
kojix2
0d7bac71d8 Fix style 2020-08-03 14:57:00 +09:00
kojix2
7e42caa506 Try to add xyxy fmt 2020-08-03 12:39:27 +09:00
kojix2
1dec36641b Try to refactor 2020-08-03 11:33:14 +09:00
kojix2
eadafa6307 Sort sub commands 2020-08-03 11:18:39 +09:00
kojix2
49f8010235 Fix color option 2020-08-03 10:50:54 +09:00
kojix2
78559b989e Add tally method for older rubies 2020-08-03 10:44:49 +09:00
kojix2
d069f8af23 Add a comment 2020-08-03 10:38:41 +09:00
kojix2
0c1fcc517b various changes... 2020-08-03 10:36:36 +09:00
kojix2
6a00314fc4 Add preprocess_count 2020-08-03 10:24:40 +09:00
kojix2
76f88eb55a Add ylim to lines, scatter, density 2020-08-03 10:16:48 +09:00
kojix2
1dce48cd2c Add debug option 2020-08-03 10:08:29 +09:00
kojix2
41a540c876 Add iris.csv 2020-08-03 09:43:08 +09:00
kojix2
868ab0a197 Update .gitignore 2020-08-03 09:42:55 +09:00
kojix2
71afa3cda7 Try to add density plot 2020-08-03 00:36:13 +09:00
kojix2
305489d591 Fix transpose2 2020-08-01 22:57:49 +09:00
kojix2
9d6337df1c Try to improve transpose 2020-07-31 18:54:40 +09:00
kojix2
5557c4c1d0 Try to support row series 2020-07-31 17:35:21 +09:00
kojix2
76d3f46549 Make help error messages friendly 2020-07-31 14:48:13 +09:00
kojix2
7c0ab3ebdb Try to add xlim option 2020-07-31 13:41:12 +09:00
kojix2
1fb369e26b Add count or c sub command. 2020-07-31 12:17:40 +09:00
kojix2
d72c084602 Add count 2020-07-31 12:07:38 +09:00
kojix2
50de2bac48 v0.1.2 2020-07-31 11:19:04 +09:00
kojix2
eabc36b581 Fix styles and more 2020-07-30 16:33:08 +09:00
kojix2
5f979d2e85 Add barplot and scatterplot 2020-07-30 15:54:08 +09:00
kojix2
8536abc061 Use headers as series name 2020-07-30 15:08:09 +09:00
kojix2
b4856e45d0 Standing on the shoulders of CSV library. 2020-07-30 13:42:51 +09:00
kojix2
87a8af4957 v0.1.1 2020-07-30 12:48:47 +09:00
kojix2
09271ab6c3 Minor fix 2020-07-30 12:47:02 +09:00
kojix2
0110b70936 Refactoring parsers 2020-07-30 12:44:31 +09:00
kojix2
9859cd0213 Improved parser 2020-07-30 11:48:27 +09:00
kojix2
cb43796e3f Improved parser 2020-07-30 11:08:36 +09:00
kojix2
958ce45635 Improved permeability on pipelines 2020-07-30 10:37:20 +09:00
kojix2
203e48e0ed Fix a link in README.md 2020-07-29 21:36:27 +09:00
kojix2
155a0821d3 Add width and height 2020-07-29 19:02:20 +09:00
kojix2
4a49711d57 Add lineplot 2020-07-29 18:24:08 +09:00
kojix2
e69d1caed7 Add command.rb 2020-07-29 17:01:39 +09:00
12 changed files with 655 additions and 50 deletions

2
.github/FUNDING.yml vendored Normal file
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@@ -0,0 +1,2 @@
ko_fi: kojix2
patreon: kojix2

1
.gitignore vendored
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@@ -6,4 +6,5 @@
/pkg/
/spec/reports/
/tmp/
/vendor/
*.lock

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@@ -2,6 +2,3 @@ source 'https://rubygems.org'
# Specify your gem's dependencies in uplot.gemspec
gemspec
gem 'minitest', '~> 5.0'
gem 'rake', '~> 12.0'

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@@ -1,13 +1,13 @@
# Uplot
# uplot
[![Build Status](https://travis-ci.com/kojix2/uplot.svg?branch=master)](https://travis-ci.com/kojix2/uplot)
[![Gem Version](https://badge.fury.io/rb/u-plot.svg)](https://badge.fury.io/rb/u-plot)
Create ASCII charts on the terminal with data from standard streams in the pipeline.
:bar_chart: Powered by [UnicodePlot](https://github.com/kojix2/uplot)
:bar_chart: Powered by [UnicodePlot](https://github.com/red-data-tools/unicode_plot.rb)
:construction: Under development
:construction: Under development! :construction:
## Installation
@@ -50,6 +50,8 @@ ruby -r numo/narray -e "puts Numo::DFloat.new(1000).rand_norm.to_a" \
## Contributing
Bug reports and pull requests are welcome on GitHub at [https://github.com/kojix2/uplot](https://github.com/kojix2/uplot).
## License
The gem is available as open source under the terms of the [MIT License](https://opensource.org/licenses/MIT).

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@@ -2,4 +2,4 @@
require 'uplot'
Uplot::Command.new(ARGV).run
Uplot::Command.new.run

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@@ -1,46 +1,8 @@
require 'uplot/version'
require 'unicode_plot'
require 'optparse'
require 'uplot/version'
require 'uplot/preprocessing'
require 'uplot/plot'
require 'uplot/command'
module Uplot
class Command
def initialize(argv)
@params = {}
@ptype = nil
parse_options(argv)
end
def parse_options(argv)
parser = OptionParser.new
parser.order!(argv)
@ptype = argv.shift
subparsers = Hash.new do |_h, k|
warn "no such subcommand: #{k}"
exit 1
end
subparsers['hist'] = OptionParser.new.tap do |sub|
sub.on('--nbins VAL') { |v| @params[:nbins] = v.to_i }
sub.on('-p') { |v| @params[:p] = v }
end
subparsers[@ptype].parse!(argv) unless argv.empty?
end
def run
input_lines = readlines.map(&:chomp)
case @ptype
when 'hist', 'histogram'
histogram(input_lines).render
end
puts input_lines if @params[:p]
end
def histogram(input_lines)
series = input_lines.map(&:to_f)
UnicodePlot.histogram(series, nbins: @params[:nbins])
end
end
end

276
lib/uplot/command.rb Normal file
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@@ -0,0 +1,276 @@
require 'optparse'
require_relative 'preprocessing'
module Uplot
Data = Struct.new(:headers, :series)
class Command
Params = Struct.new(
# Sort me!
:title,
:width,
:height,
:border,
:margin,
:padding,
:color,
:xlabel,
:ylabel,
:labels,
:symbol,
:xscale,
:nbins,
:closed,
:canvas,
:xlim,
:ylim,
:grid,
:name
) do
def to_hc
to_h.compact
end
end
attr_accessor :params, :plot_type
attr_reader :raw_inputs, :data, :fmt
def initialize
@params = Params.new
@plot_type = nil
@headers = nil
@delimiter = "\t"
@transpose = false
@output = false
@count = false
@fmt = 'xyy'
@raw_inputs = []
@debug = false
end
def create_parser
OptionParser.new do |opt|
opt.program_name = 'uplot'
opt.version = Uplot::VERSION
opt.on('-o', '--output', TrueClass) do |v|
@output = v
end
.on('-d', '--delimiter VAL', String) do |v|
@delimiter = v
end
.on('-H', '--headers', TrueClass) do |v|
@headers = v
end
.on('-T', '--transpose', TrueClass) do |v|
@transpose = v
end
.on('-t', '--title VAL', String) do |v|
params.title = v
end
.on('-w', '--width VAL', Numeric) do |v|
params.width = v
end
.on('-h', '--height VAL', Numeric) do |v|
params.height = v
end
.on('-b', '--border VAL', Numeric) do |v|
params.border = v
end
.on('-m', '--margin VAL', Numeric) do |v|
params.margin = v
end
.on('-p', '--padding VAL', Numeric) do |v|
params.padding = v
end
.on('-c', '--color VAL', String) do |v|
params.color = v.to_sym
end
.on('-x', '--xlabel VAL', String) do |v|
params.xlabel = v
end
.on('-y', '--ylabel VAL', String) do |v|
params.ylabel = v
end
.on('-l', '--labels', TrueClass) do |v|
params.labels = v
end
.on('--fmt VAL', String) do |v|
@fmt = v
end
.on('--debug', TrueClass) do |v|
@debug = v
end
end
end
def parse_options(argv = ARGV)
main_parser = create_parser
parsers = Hash.new { |h, k| h[k] = create_parser }
parsers[:barplot] = \
parsers[:bar]
.on('--symbol VAL', String) do |v|
params.symbol = v
end
.on('--xscale VAL', String) do |v|
params.xscale = v
end
.on('--count', TrueClass) do |v|
@count = v
end
parsers[:count] = \
parsers[:c] # barplot -c
.on('--symbol VAL', String) do |v|
params.symbol = v
end
parsers[:histogram] = \
parsers[:hist]
.on('-n', '--nbins VAL', Numeric) do |v|
params.nbins = v
end
.on('--closed VAL', String) do |v|
params.closed = v
end
.on('--symbol VAL', String) do |v|
params.symbol = v
end
parsers[:lineplot] = \
parsers[:line]
.on('--canvas VAL', String) do |v|
params.canvas = v
end
.on('--xlim VAL', String) do |v|
params.xlim = get_lim(v)
end
.on('--ylim VAL', String) do |v|
params.ylim = get_lim(v)
end
parsers[:lineplots] = \
parsers[:lines]
.on('--canvas VAL', String) do |v|
params.canvas = v
end
.on('--xlim VAL', String) do |v|
params.xlim = get_lim(v)
end
.on('--ylim VAL', String) do |v|
params.ylim = get_lim(v)
end
parsers[:scatter] = \
parsers[:s]
.on('--canvas VAL', String) do |v|
params.canvas = v
end
.on('--xlim VAL', String) do |v|
params.xlim = get_lim(v)
end
.on('--ylim VAL', String) do |v|
params.ylim = get_lim(v)
end
parsers[:density] = \
parsers[:d]
.on('--grid', TrueClass) do |v|
params.grid = v
end
.on('--xlim VAL', String) do |v|
params.xlim = get_lim(v)
end
.on('--ylim VAL', String) do |v|
params.ylim = get_lim(v)
end
parsers[:boxplot] = \
parsers[:box]
.on('--xlim VAL', String) do |v|
params.xlim = get_lim(v)
end
# Preventing the generation of new sub-commands
parsers.default = nil
# Usage and help messages
main_parser.banner = \
<<~MSG
Program: uplot (Tools for plotting on the terminal)
Version: #{Uplot::VERSION} (using unicode_plot #{UnicodePlot::VERSION})
Usage: uplot <command> [options]
Command: #{parsers.keys.join(' ')}
Options:
MSG
begin
main_parser.order!(argv)
rescue OptionParser::ParseError => e
warn "uplot: #{e.message}"
exit 1
end
@plot_type = argv.shift&.to_sym
unless parsers.has_key?(plot_type)
if plot_type.nil?
warn main_parser.help
else
warn "uplot: unrecognized command '#{plot_type}'"
end
exit 1
end
parser = parsers[plot_type]
begin
parser.parse!(argv) unless argv.empty?
rescue OptionParser::ParseError => e
warn "uplot: #{e.message}"
exit 1
end
end
def get_lim(str)
str.split(/-|:|\.\./)[0..1].map(&:to_f)
end
def run
parse_options
# Sometimes the input file does not end with a newline code.
while input = Kernel.gets(nil)
input.freeze
@raw_inputs << input
@data = Preprocessing.input(input, @delimiter, @headers, @transpose)
pp @data if @debug
case plot_type
when :bar, :barplot
Plot.barplot(data, params, @count)
when :count, :c
Plot.barplot(data, params, count = true)
when :hist, :histogram
Plot.histogram(data, params)
when :line, :lineplot
Plot.line(data, params)
when :lines, :lineplots
Plot.lines(data, params, fmt)
when :scatter, :scatterplot
Plot.scatter(data, params, fmt)
when :density
Plot.density(data, params, fmt)
when :box, :boxplot
Plot.boxplot(data, params)
else
raise "unrecognized plot_type: #{plot_type}"
end.render($stderr)
print input if @output
end
end
end
end

145
lib/uplot/plot.rb Normal file
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require 'unicode_plot'
module Uplot
# plotting functions.
module Plot
module_function
def barplot(data, params, count = false)
headers = data.headers
series = data.series
if count
series = Preprocessing.count(series[0])
params.title = headers[0] if headers
end
params.title ||= headers[1] if headers
labels = series[0]
values = series[1].map(&:to_f)
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_s + '!').to_sym
end
def xyy_plot(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 xyxy_plot(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 lines(data, params, fmt = 'xyy')
check_series_size(data, fmt)
case fmt
when 'xyy'
xyy_plot(data, :lineplot, params)
when 'xyxy'
xyxy_plot(data, :lineplot, params)
end
end
def scatter(data, params, fmt = 'xyy')
check_series_size(data, fmt)
case fmt
when 'xyy'
xyy_plot(data, :scatterplot, params)
when 'xyxy'
xyxy_plot(data, :scatterplot, params)
end
end
def density(data, params, fmt = 'xyy')
check_series_size(data, fmt)
case fmt
when 'xyy'
xyy_plot(data, :densityplot, params)
when 'xyxy'
xyxy_plot(data, :densityplot, params)
end
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 check_series_size(data, fmt)
series = data.series
if series.size == 1
warn 'uplot: 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 'uplot: 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

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@@ -0,0 +1,67 @@
require 'csv'
module Uplot
module Preprocessing
module_function
def input(input, delimiter, headers, transpose)
arr = read_csv(input, delimiter)
headers = get_headers(arr, headers, transpose)
series = get_series(arr, headers, transpose)
Data.new(headers, series)
end
def read_csv(input, delimiter)
CSV.parse(input, col_sep: delimiter)
.delete_if do |i|
i == [] or i.all? nil
end
end
# Transpose different sized ruby arrays
# https://stackoverflow.com/q/26016632
def transpose2(arr)
Array.new(arr.map(&:length).max) { |i| arr.map { |e| e[i] } }
end
def get_headers(arr, headers, transpose)
if headers
if transpose
arr.map(&:first)
else
arr[0]
end
end
end
def get_series(arr, headers, transpose)
if transpose
if headers
arr.map { |row| row[1..-1] }
else
arr
end
else
if headers
transpose2(arr[1..-1])
else
transpose2(arr)
end
end
end
def count(arr)
# tally was added in Ruby 2.7
if Enumerable.method_defined? :tally
arr.tally
else
# https://github.com/marcandre/backports
arr.each_with_object(Hash.new(0)) { |item, res| res[item] += 1 }
.tap { |h| h.default = nil }
end
.sort { |a, b| a[1] <=> b[1] }
.reverse
.transpose
end
end
end

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@@ -1,3 +1,3 @@
module Uplot
VERSION = '0.1.0'.freeze
VERSION = '0.2.0'.freeze
end

152
test/fixtures/iris.csv vendored Normal file
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@@ -0,0 +1,152 @@
sepal_length,sepal_width,petal_length,petal_width,species
5.1,3.5,1.4,0.2,Iris-setosa
4.9,3.0,1.4,0.2,Iris-setosa
4.7,3.2,1.3,0.2,Iris-setosa
4.6,3.1,1.5,0.2,Iris-setosa
5.0,3.6,1.4,0.2,Iris-setosa
5.4,3.9,1.7,0.4,Iris-setosa
4.6,3.4,1.4,0.3,Iris-setosa
5.0,3.4,1.5,0.2,Iris-setosa
4.4,2.9,1.4,0.2,Iris-setosa
4.9,3.1,1.5,0.1,Iris-setosa
5.4,3.7,1.5,0.2,Iris-setosa
4.8,3.4,1.6,0.2,Iris-setosa
4.8,3.0,1.4,0.1,Iris-setosa
4.3,3.0,1.1,0.1,Iris-setosa
5.8,4.0,1.2,0.2,Iris-setosa
5.7,4.4,1.5,0.4,Iris-setosa
5.4,3.9,1.3,0.4,Iris-setosa
5.1,3.5,1.4,0.3,Iris-setosa
5.7,3.8,1.7,0.3,Iris-setosa
5.1,3.8,1.5,0.3,Iris-setosa
5.4,3.4,1.7,0.2,Iris-setosa
5.1,3.7,1.5,0.4,Iris-setosa
4.6,3.6,1.0,0.2,Iris-setosa
5.1,3.3,1.7,0.5,Iris-setosa
4.8,3.4,1.9,0.2,Iris-setosa
5.0,3.0,1.6,0.2,Iris-setosa
5.0,3.4,1.6,0.4,Iris-setosa
5.2,3.5,1.5,0.2,Iris-setosa
5.2,3.4,1.4,0.2,Iris-setosa
4.7,3.2,1.6,0.2,Iris-setosa
4.8,3.1,1.6,0.2,Iris-setosa
5.4,3.4,1.5,0.4,Iris-setosa
5.2,4.1,1.5,0.1,Iris-setosa
5.5,4.2,1.4,0.2,Iris-setosa
4.9,3.1,1.5,0.1,Iris-setosa
5.0,3.2,1.2,0.2,Iris-setosa
5.5,3.5,1.3,0.2,Iris-setosa
4.9,3.1,1.5,0.1,Iris-setosa
4.4,3.0,1.3,0.2,Iris-setosa
5.1,3.4,1.5,0.2,Iris-setosa
5.0,3.5,1.3,0.3,Iris-setosa
4.5,2.3,1.3,0.3,Iris-setosa
4.4,3.2,1.3,0.2,Iris-setosa
5.0,3.5,1.6,0.6,Iris-setosa
5.1,3.8,1.9,0.4,Iris-setosa
4.8,3.0,1.4,0.3,Iris-setosa
5.1,3.8,1.6,0.2,Iris-setosa
4.6,3.2,1.4,0.2,Iris-setosa
5.3,3.7,1.5,0.2,Iris-setosa
5.0,3.3,1.4,0.2,Iris-setosa
7.0,3.2,4.7,1.4,Iris-versicolor
6.4,3.2,4.5,1.5,Iris-versicolor
6.9,3.1,4.9,1.5,Iris-versicolor
5.5,2.3,4.0,1.3,Iris-versicolor
6.5,2.8,4.6,1.5,Iris-versicolor
5.7,2.8,4.5,1.3,Iris-versicolor
6.3,3.3,4.7,1.6,Iris-versicolor
4.9,2.4,3.3,1.0,Iris-versicolor
6.6,2.9,4.6,1.3,Iris-versicolor
5.2,2.7,3.9,1.4,Iris-versicolor
5.0,2.0,3.5,1.0,Iris-versicolor
5.9,3.0,4.2,1.5,Iris-versicolor
6.0,2.2,4.0,1.0,Iris-versicolor
6.1,2.9,4.7,1.4,Iris-versicolor
5.6,2.9,3.6,1.3,Iris-versicolor
6.7,3.1,4.4,1.4,Iris-versicolor
5.6,3.0,4.5,1.5,Iris-versicolor
5.8,2.7,4.1,1.0,Iris-versicolor
6.2,2.2,4.5,1.5,Iris-versicolor
5.6,2.5,3.9,1.1,Iris-versicolor
5.9,3.2,4.8,1.8,Iris-versicolor
6.1,2.8,4.0,1.3,Iris-versicolor
6.3,2.5,4.9,1.5,Iris-versicolor
6.1,2.8,4.7,1.2,Iris-versicolor
6.4,2.9,4.3,1.3,Iris-versicolor
6.6,3.0,4.4,1.4,Iris-versicolor
6.8,2.8,4.8,1.4,Iris-versicolor
6.7,3.0,5.0,1.7,Iris-versicolor
6.0,2.9,4.5,1.5,Iris-versicolor
5.7,2.6,3.5,1.0,Iris-versicolor
5.5,2.4,3.8,1.1,Iris-versicolor
5.5,2.4,3.7,1.0,Iris-versicolor
5.8,2.7,3.9,1.2,Iris-versicolor
6.0,2.7,5.1,1.6,Iris-versicolor
5.4,3.0,4.5,1.5,Iris-versicolor
6.0,3.4,4.5,1.6,Iris-versicolor
6.7,3.1,4.7,1.5,Iris-versicolor
6.3,2.3,4.4,1.3,Iris-versicolor
5.6,3.0,4.1,1.3,Iris-versicolor
5.5,2.5,4.0,1.3,Iris-versicolor
5.5,2.6,4.4,1.2,Iris-versicolor
6.1,3.0,4.6,1.4,Iris-versicolor
5.8,2.6,4.0,1.2,Iris-versicolor
5.0,2.3,3.3,1.0,Iris-versicolor
5.6,2.7,4.2,1.3,Iris-versicolor
5.7,3.0,4.2,1.2,Iris-versicolor
5.7,2.9,4.2,1.3,Iris-versicolor
6.2,2.9,4.3,1.3,Iris-versicolor
5.1,2.5,3.0,1.1,Iris-versicolor
5.7,2.8,4.1,1.3,Iris-versicolor
6.3,3.3,6.0,2.5,Iris-virginica
5.8,2.7,5.1,1.9,Iris-virginica
7.1,3.0,5.9,2.1,Iris-virginica
6.3,2.9,5.6,1.8,Iris-virginica
6.5,3.0,5.8,2.2,Iris-virginica
7.6,3.0,6.6,2.1,Iris-virginica
4.9,2.5,4.5,1.7,Iris-virginica
7.3,2.9,6.3,1.8,Iris-virginica
6.7,2.5,5.8,1.8,Iris-virginica
7.2,3.6,6.1,2.5,Iris-virginica
6.5,3.2,5.1,2.0,Iris-virginica
6.4,2.7,5.3,1.9,Iris-virginica
6.8,3.0,5.5,2.1,Iris-virginica
5.7,2.5,5.0,2.0,Iris-virginica
5.8,2.8,5.1,2.4,Iris-virginica
6.4,3.2,5.3,2.3,Iris-virginica
6.5,3.0,5.5,1.8,Iris-virginica
7.7,3.8,6.7,2.2,Iris-virginica
7.7,2.6,6.9,2.3,Iris-virginica
6.0,2.2,5.0,1.5,Iris-virginica
6.9,3.2,5.7,2.3,Iris-virginica
5.6,2.8,4.9,2.0,Iris-virginica
7.7,2.8,6.7,2.0,Iris-virginica
6.3,2.7,4.9,1.8,Iris-virginica
6.7,3.3,5.7,2.1,Iris-virginica
7.2,3.2,6.0,1.8,Iris-virginica
6.2,2.8,4.8,1.8,Iris-virginica
6.1,3.0,4.9,1.8,Iris-virginica
6.4,2.8,5.6,2.1,Iris-virginica
7.2,3.0,5.8,1.6,Iris-virginica
7.4,2.8,6.1,1.9,Iris-virginica
7.9,3.8,6.4,2.0,Iris-virginica
6.4,2.8,5.6,2.2,Iris-virginica
6.3,2.8,5.1,1.5,Iris-virginica
6.1,2.6,5.6,1.4,Iris-virginica
7.7,3.0,6.1,2.3,Iris-virginica
6.3,3.4,5.6,2.4,Iris-virginica
6.4,3.1,5.5,1.8,Iris-virginica
6.0,3.0,4.8,1.8,Iris-virginica
6.9,3.1,5.4,2.1,Iris-virginica
6.7,3.1,5.6,2.4,Iris-virginica
6.9,3.1,5.1,2.3,Iris-virginica
5.8,2.7,5.1,1.9,Iris-virginica
6.8,3.2,5.9,2.3,Iris-virginica
6.7,3.3,5.7,2.5,Iris-virginica
6.7,3.0,5.2,2.3,Iris-virginica
6.3,2.5,5.0,1.9,Iris-virginica
6.5,3.0,5.2,2.0,Iris-virginica
6.2,3.4,5.4,2.3,Iris-virginica
5.9,3.0,5.1,1.8,Iris-virginica
1 sepal_length sepal_width petal_length petal_width species
2 5.1 3.5 1.4 0.2 Iris-setosa
3 4.9 3.0 1.4 0.2 Iris-setosa
4 4.7 3.2 1.3 0.2 Iris-setosa
5 4.6 3.1 1.5 0.2 Iris-setosa
6 5.0 3.6 1.4 0.2 Iris-setosa
7 5.4 3.9 1.7 0.4 Iris-setosa
8 4.6 3.4 1.4 0.3 Iris-setosa
9 5.0 3.4 1.5 0.2 Iris-setosa
10 4.4 2.9 1.4 0.2 Iris-setosa
11 4.9 3.1 1.5 0.1 Iris-setosa
12 5.4 3.7 1.5 0.2 Iris-setosa
13 4.8 3.4 1.6 0.2 Iris-setosa
14 4.8 3.0 1.4 0.1 Iris-setosa
15 4.3 3.0 1.1 0.1 Iris-setosa
16 5.8 4.0 1.2 0.2 Iris-setosa
17 5.7 4.4 1.5 0.4 Iris-setosa
18 5.4 3.9 1.3 0.4 Iris-setosa
19 5.1 3.5 1.4 0.3 Iris-setosa
20 5.7 3.8 1.7 0.3 Iris-setosa
21 5.1 3.8 1.5 0.3 Iris-setosa
22 5.4 3.4 1.7 0.2 Iris-setosa
23 5.1 3.7 1.5 0.4 Iris-setosa
24 4.6 3.6 1.0 0.2 Iris-setosa
25 5.1 3.3 1.7 0.5 Iris-setosa
26 4.8 3.4 1.9 0.2 Iris-setosa
27 5.0 3.0 1.6 0.2 Iris-setosa
28 5.0 3.4 1.6 0.4 Iris-setosa
29 5.2 3.5 1.5 0.2 Iris-setosa
30 5.2 3.4 1.4 0.2 Iris-setosa
31 4.7 3.2 1.6 0.2 Iris-setosa
32 4.8 3.1 1.6 0.2 Iris-setosa
33 5.4 3.4 1.5 0.4 Iris-setosa
34 5.2 4.1 1.5 0.1 Iris-setosa
35 5.5 4.2 1.4 0.2 Iris-setosa
36 4.9 3.1 1.5 0.1 Iris-setosa
37 5.0 3.2 1.2 0.2 Iris-setosa
38 5.5 3.5 1.3 0.2 Iris-setosa
39 4.9 3.1 1.5 0.1 Iris-setosa
40 4.4 3.0 1.3 0.2 Iris-setosa
41 5.1 3.4 1.5 0.2 Iris-setosa
42 5.0 3.5 1.3 0.3 Iris-setosa
43 4.5 2.3 1.3 0.3 Iris-setosa
44 4.4 3.2 1.3 0.2 Iris-setosa
45 5.0 3.5 1.6 0.6 Iris-setosa
46 5.1 3.8 1.9 0.4 Iris-setosa
47 4.8 3.0 1.4 0.3 Iris-setosa
48 5.1 3.8 1.6 0.2 Iris-setosa
49 4.6 3.2 1.4 0.2 Iris-setosa
50 5.3 3.7 1.5 0.2 Iris-setosa
51 5.0 3.3 1.4 0.2 Iris-setosa
52 7.0 3.2 4.7 1.4 Iris-versicolor
53 6.4 3.2 4.5 1.5 Iris-versicolor
54 6.9 3.1 4.9 1.5 Iris-versicolor
55 5.5 2.3 4.0 1.3 Iris-versicolor
56 6.5 2.8 4.6 1.5 Iris-versicolor
57 5.7 2.8 4.5 1.3 Iris-versicolor
58 6.3 3.3 4.7 1.6 Iris-versicolor
59 4.9 2.4 3.3 1.0 Iris-versicolor
60 6.6 2.9 4.6 1.3 Iris-versicolor
61 5.2 2.7 3.9 1.4 Iris-versicolor
62 5.0 2.0 3.5 1.0 Iris-versicolor
63 5.9 3.0 4.2 1.5 Iris-versicolor
64 6.0 2.2 4.0 1.0 Iris-versicolor
65 6.1 2.9 4.7 1.4 Iris-versicolor
66 5.6 2.9 3.6 1.3 Iris-versicolor
67 6.7 3.1 4.4 1.4 Iris-versicolor
68 5.6 3.0 4.5 1.5 Iris-versicolor
69 5.8 2.7 4.1 1.0 Iris-versicolor
70 6.2 2.2 4.5 1.5 Iris-versicolor
71 5.6 2.5 3.9 1.1 Iris-versicolor
72 5.9 3.2 4.8 1.8 Iris-versicolor
73 6.1 2.8 4.0 1.3 Iris-versicolor
74 6.3 2.5 4.9 1.5 Iris-versicolor
75 6.1 2.8 4.7 1.2 Iris-versicolor
76 6.4 2.9 4.3 1.3 Iris-versicolor
77 6.6 3.0 4.4 1.4 Iris-versicolor
78 6.8 2.8 4.8 1.4 Iris-versicolor
79 6.7 3.0 5.0 1.7 Iris-versicolor
80 6.0 2.9 4.5 1.5 Iris-versicolor
81 5.7 2.6 3.5 1.0 Iris-versicolor
82 5.5 2.4 3.8 1.1 Iris-versicolor
83 5.5 2.4 3.7 1.0 Iris-versicolor
84 5.8 2.7 3.9 1.2 Iris-versicolor
85 6.0 2.7 5.1 1.6 Iris-versicolor
86 5.4 3.0 4.5 1.5 Iris-versicolor
87 6.0 3.4 4.5 1.6 Iris-versicolor
88 6.7 3.1 4.7 1.5 Iris-versicolor
89 6.3 2.3 4.4 1.3 Iris-versicolor
90 5.6 3.0 4.1 1.3 Iris-versicolor
91 5.5 2.5 4.0 1.3 Iris-versicolor
92 5.5 2.6 4.4 1.2 Iris-versicolor
93 6.1 3.0 4.6 1.4 Iris-versicolor
94 5.8 2.6 4.0 1.2 Iris-versicolor
95 5.0 2.3 3.3 1.0 Iris-versicolor
96 5.6 2.7 4.2 1.3 Iris-versicolor
97 5.7 3.0 4.2 1.2 Iris-versicolor
98 5.7 2.9 4.2 1.3 Iris-versicolor
99 6.2 2.9 4.3 1.3 Iris-versicolor
100 5.1 2.5 3.0 1.1 Iris-versicolor
101 5.7 2.8 4.1 1.3 Iris-versicolor
102 6.3 3.3 6.0 2.5 Iris-virginica
103 5.8 2.7 5.1 1.9 Iris-virginica
104 7.1 3.0 5.9 2.1 Iris-virginica
105 6.3 2.9 5.6 1.8 Iris-virginica
106 6.5 3.0 5.8 2.2 Iris-virginica
107 7.6 3.0 6.6 2.1 Iris-virginica
108 4.9 2.5 4.5 1.7 Iris-virginica
109 7.3 2.9 6.3 1.8 Iris-virginica
110 6.7 2.5 5.8 1.8 Iris-virginica
111 7.2 3.6 6.1 2.5 Iris-virginica
112 6.5 3.2 5.1 2.0 Iris-virginica
113 6.4 2.7 5.3 1.9 Iris-virginica
114 6.8 3.0 5.5 2.1 Iris-virginica
115 5.7 2.5 5.0 2.0 Iris-virginica
116 5.8 2.8 5.1 2.4 Iris-virginica
117 6.4 3.2 5.3 2.3 Iris-virginica
118 6.5 3.0 5.5 1.8 Iris-virginica
119 7.7 3.8 6.7 2.2 Iris-virginica
120 7.7 2.6 6.9 2.3 Iris-virginica
121 6.0 2.2 5.0 1.5 Iris-virginica
122 6.9 3.2 5.7 2.3 Iris-virginica
123 5.6 2.8 4.9 2.0 Iris-virginica
124 7.7 2.8 6.7 2.0 Iris-virginica
125 6.3 2.7 4.9 1.8 Iris-virginica
126 6.7 3.3 5.7 2.1 Iris-virginica
127 7.2 3.2 6.0 1.8 Iris-virginica
128 6.2 2.8 4.8 1.8 Iris-virginica
129 6.1 3.0 4.9 1.8 Iris-virginica
130 6.4 2.8 5.6 2.1 Iris-virginica
131 7.2 3.0 5.8 1.6 Iris-virginica
132 7.4 2.8 6.1 1.9 Iris-virginica
133 7.9 3.8 6.4 2.0 Iris-virginica
134 6.4 2.8 5.6 2.2 Iris-virginica
135 6.3 2.8 5.1 1.5 Iris-virginica
136 6.1 2.6 5.6 1.4 Iris-virginica
137 7.7 3.0 6.1 2.3 Iris-virginica
138 6.3 3.4 5.6 2.4 Iris-virginica
139 6.4 3.1 5.5 1.8 Iris-virginica
140 6.0 3.0 4.8 1.8 Iris-virginica
141 6.9 3.1 5.4 2.1 Iris-virginica
142 6.7 3.1 5.6 2.4 Iris-virginica
143 6.9 3.1 5.1 2.3 Iris-virginica
144 5.8 2.7 5.1 1.9 Iris-virginica
145 6.8 3.2 5.9 2.3 Iris-virginica
146 6.7 3.3 5.7 2.5 Iris-virginica
147 6.7 3.0 5.2 2.3 Iris-virginica
148 6.3 2.5 5.0 1.9 Iris-virginica
149 6.5 3.0 5.2 2.0 Iris-virginica
150 6.2 3.4 5.4 2.3 Iris-virginica
151 5.9 3.0 5.1 1.8 Iris-virginica

View File

@@ -23,5 +23,6 @@ Gem::Specification.new do |spec|
spec.add_runtime_dependency 'unicode_plot'
spec.add_development_dependency 'bundler'
spec.add_development_dependency 'rake'
spec.add_development_dependency 'rubocop'
spec.add_development_dependency 'test-unit'
end