我有一个很闪亮的简单任务无法解决。如果两个日期之间的间隔与用户选择的间隔重叠,我将尝试过滤数据帧中的日期(紧跟example之后)。本质上,我试图在以下两个部分中实现以下功能-一个将1.过滤数据,然后2.在单独区域的屏幕上某个间隔之间告诉用户tally
ids:>
library(dplyr)
library(shiny)
library(lubridate)
df <- data.frame(date1 = seq.Date(from =as.Date("1997-01-01"),to=as.Date("1997-01-07"),by="day"),date2 = seq.Date(from =as.Date("1997-01-03"),to=as.Date("1997-01-09"),id = c(rep("a",3),rep("b",4)))
df
date1 date2 id
1 1997-01-01 1997-01-03 a
2 1997-01-02 1997-01-04 a
3 1997-01-03 1997-01-05 a
4 1997-01-04 1997-01-06 b
5 1997-01-05 1997-01-07 b
6 1997-01-06 1997-01-08 b
7 1997-01-07 1997-01-09 b
我的基本功能是计算用户日期是否与数据集中的日期重叠(并通过不同的ID对其进行计数):
my_interval <- function(date_from,date_to) {
df2 <- df %>%
mutate(tmp_interval = as.integer(int_overlaps(interval(date1,date2),interval(as.Date(date_from),as.Date(date_to))))) %>%
filter(tmp_interval == 1) %>%
distinct(id) %>%
ungroup()
x <- c("The number of IDs between ",date_from," and ",date_to," was ",tally(df2))
return(paste(x,collapse = ""))
}
my_interval("1997-01-03","1997-01-05")
#"The number of IDs between 1997-01-03 and 1997-01-05 was 2"
如果我想首先仅过滤闪亮的数据,则以下返回错误unused argument (input$dateRange[2])
ui <- fluidPage(
titlePanel("test"),column(4,wellPanel(
dateRangeInput('dateRange',label = 'Filter overlapping dates',start = as.Date('1997-01-01'),end = as.Date('1997-03-01')
)
)),column(6,dataTableOutput('my_table')
)
)
server <- function(input,output,session) {
output$my_table <- renderDataTable({
df %>%
mutate(tmp_interval = as.integer(int_overlaps(interval(date1,interval(input$dateRange[1]),input$dateRange[2]))) %>%
filter(tmp_interval == 1)
})
}
shinyApp(ui = ui,server = server)
欢迎提出任何修正(和改进)代码的建议。另外,我想知道这是查找重叠日期的最佳方法,它只能在70000行上运行缓慢。