Created
September 29, 2017 12:37
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Comparison of plotly and gpglotly
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library(plotly) | |
library(reshape2) | |
compare_func_time = function(number = 1, N = 5000){ | |
df = data.frame(matrix(nrow = N, ncol = 11, data = c(rnorm(10*N,10), rnorm(N,30,10)))) | |
colnames(df) = paste0("dist", 1:11) | |
st1 = system.time({ | |
replicate(number, { | |
l = list() | |
for(i in 1:11){ | |
d = density(df[,i]) | |
l[[i]] = data.frame(x = d$x, y = d$y) | |
} | |
plot_ly() %>% | |
add_lines(data = l[[1]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[2]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[3]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[4]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[5]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[6]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[7]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[8]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[9]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[10]], x = ~x, y = ~y) %>% | |
add_lines(data = l[[11]], x = ~x, y = ~y) | |
}) | |
}) | |
print("and now st2...") | |
st2 = system.time({ | |
replicate(number, | |
{ | |
df_m = melt(df) | |
ggplotly(ggplot(df_m)+ geom_density(aes(x = value, fill = variable))) | |
}) | |
}) | |
return(c(st1[3], st2[3])) | |
} | |
times = compare_func_time(10) | |
times | |
times[2]/times[1] |
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