new printing method written for generating in markdown syntax

benchmarks/statistics/benchmark.rb

@@ -19,7 +19,7 @@
 	puts 
 end
 
-Benchmarker.result()
+Benchmarker.result_with_size()
 
 # Real times for vector size [10**2, 10**3,10**4,10**5,10**6] 
 
@@ -31,4 +31,77 @@
 # median_absolute_deviation => ["0.000228032000", "0.000427085000", "0.000212802001", "0.000227248000", "0.000321677000", "0.000218785000"]
 # sum_of_squared_deviation => ["0.000048617000", "0.000063766000", "0.000039721001", "0.000120714000", "0.000052445000", "0.000040694000"]
 # average_deviation_populationa => ["0.000117892000", "0.000167791000", "0.000102102000", "0.000105429001", "0.000140446000", "0.000159499999"]
-# create df real time => ["0.001020248000", "0.010377509000", "0.120133259000", "0.988936126000", "10.624304956000", "160.231077512000"]
+# create df real time => ["0.001020248000", "0.010377509000", "0.120133259000", "0.988936126000", "10.624304956000", "160.231077512000"]
+
+# MEAN
+# Number of rows | Real Time
+# 10 ** 2 | 0.000054331000
+# 10 ** 3 | 0.000009194999
+# 10 ** 4 | 0.000018446000
+# 10 ** 5 | 0.000020922002
+# 10 ** 6 | 0.000021750000
+# 10 ** 7 | 0.000025256000
+# mode
+# Number of rows | Real Time
+# 10 ** 2 | 0.000149911999
+# 10 ** 3 | 0.000142830000
+# 10 ** 4 | 0.000075880000
+# 10 ** 5 | 0.000102595999
+# 10 ** 6 | 0.000162674000
+# 10 ** 7 | 0.000127839001
+# median
+# Number of rows | Real Time
+# 10 ** 2 | 0.000087897999
+# 10 ** 3 | 0.000048153001
+# 10 ** 4 | 0.000048931000
+# 10 ** 5 | 0.000058501999
+# 10 ** 6 | 0.000037392001
+# 10 ** 7 | 0.000039921000
+# sum
+# Number of rows | Real Time
+# 10 ** 2 | 0.000007932000
+# 10 ** 3 | 0.000005886999
+# 10 ** 4 | 0.000007730001
+# 10 ** 5 | 0.000007742001
+# 10 ** 6 | 0.000007914001
+# 10 ** 7 | 0.000008490000
+# product
+# Number of rows | Real Time
+# 10 ** 2 | 0.000008676001
+# 10 ** 3 | 0.000023701001
+# 10 ** 4 | 0.000008835001
+# 10 ** 5 | 0.000006949000
+# 10 ** 6 | 0.000007162000
+# 10 ** 7 | 0.000008034000
+# median_absolute_deviation
+# Number of rows | Real Time
+# 10 ** 2 | 0.000115168001
+# 10 ** 3 | 0.000078445999
+# 10 ** 4 | 0.000087135000
+# 10 ** 5 | 0.000061999001
+# 10 ** 6 | 0.000089991001
+# 10 ** 7 | 0.000069404001
+# sum_of_squared_deviation
+# Number of rows | Real Time
+# 10 ** 2 | 0.000011927999
+# 10 ** 3 | 0.000027659000
+# 10 ** 4 | 0.000011986000
+# 10 ** 5 | 0.000011858001
+# 10 ** 6 | 0.000012952001
+# 10 ** 7 | 0.000013014000
+# average_deviation_populationa
+# Number of rows | Real Time
+# 10 ** 2 | 0.000074686001
+# 10 ** 3 | 0.000056527000
+# 10 ** 4 | 0.000030231000
+# 10 ** 5 | 0.000051306999
+# 10 ** 6 | 0.000031907000
+# 10 ** 7 | 0.000034154000
+# create df real time
+# Number of rows | Real Time
+# 10 ** 2 | 0.000290951000
+# 10 ** 3 | 0.002574505999
+# 10 ** 4 | 0.032502977001
+# 10 ** 5 | 0.247718948001
+# 10 ** 6 | 2.816306391998
+# 10 ** 7 | 45.877466839000

benchmarks/statistics/benchmarker.rb

@@ -134,23 +134,73 @@ def self.generate_df(size)
 
 	def self.result()
 		puts 'Real times for vector size [10**2, 10**3,10**4,10**5,10**6] '
-		print 'Means => ', @result_mean.to_a
-		puts
-		print 'mode => ' , @result_mode.to_a
-		puts
-		print 'median => ' , @result_median.to_a
-		puts
-		print 'sum => ' , @result_sum.to_a
-		puts
-		print 'product => ' , @result_product.to_a
-		puts
-		print 'median_absolute_deviation => ' , @result_median_absolute_deviation.to_a
-		puts
-		print 'sum_of_squared_deviation => ' , @result_sum_of_squared_deviation.to_a
-		puts
-		print 'average_deviation_populationa => ' , @result_average_deviation_populationa.to_a
-		puts
-		print 'create df real time => ' , @result_create_df.to_a
+		puts 'Means => ', @result_mean.join(" | ")
+		puts 'mode => ' , @result_mode.join(" | ")
+		puts 'median => ' , @result_median.join(" | ")
+		puts 'sum => ' , @result_sum.join(" | ")
+		puts 'product => ' , @result_product.join(" | ")
+		puts 'median_absolute_deviation => ' , @result_median_absolute_deviation.join(" | ")
+		puts 'sum_of_squared_deviation => ' , @result_sum_of_squared_deviation.join(" | ")
+		puts 'average_deviation_populationa => ' , @result_average_deviation_populationa.join(" | ")
+		puts 'create df real time => ' , @result_create_df.join(" | ")
 	end
+
+	def self.result_with_size()
+		puts 'Real times for vector size [10**2, 10**3,10**4,10**5,10**6] '
+
+		puts "MEAN"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		self.print_array(@result_mean)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **mode**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_mode)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **median**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_median)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **sum**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_sum)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **product**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_product)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **median_absolute_deviation**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_median_absolute_deviation)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **sum_of_squared_deviation**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_sum_of_squared_deviation)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **average_deviation_populationa**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_average_deviation_populationa)
+
+		puts "Method on DataFrame Vector (Vector access and apply method): **create df real time**"
+		puts " | Number of rows | Real Time | "
+		puts " |------------|------------| "
+		print_array(@result_create_df)
+	end
+
+	private
+
+	def self.print_array(array)
+		array.each_with_index do |val, index|
+			puts " | 10 ** #{index + 2} | #{val} | " 
+		end
+	end
+
 end