通过Shiny app

时间:2018-01-14 22:50:54

标签: r postgresql shiny

需要社区的一些智慧。

我的目标是构建一个原始的Shiny应用程序,我将在其中插入一些值。 我对SQL并不是很熟悉,所以我偶然发现了。

我有一个远程PostgreSQL数据库并使用Navicat 11。

我的测试数据库只有两列 - " id"和"消息"。 我想通过闪亮的应用程序插入id和消息并远程存储。

我使用了Dean Attali的教程Persistent data storage in Shiny apps

这是我的代码

# Set libraries
library(RPostgreSQL)
library(shiny)

# Define the fields we want to save from the form
fields <- c("id", "message")

# Shiny app with two fields that the user can submit data for
shinyApp(
ui = fluidPage(
DT::dataTableOutput("responses", width = 300), tags$hr(),
textInput("id", "ID", ""),
textInput("message", "MESSAGE", ""),
actionButton("submit", "Submit")
),

server = function(input, output, session) {

databaseName <- "XXXXX"
table <- "XX_XXX"
psql <- dbDriver("PostgreSQL")

saveData <- function(data) {
  # Connect to the database
  pcon <- dbConnect(psql, dbname = "XXX", host = "XXXXXXX", port = XXXX, user = "XXXX", password = "XXXXX")
  # Construct the update query by looping over the data fields
  query <- sprintf(
    "INSERT INTO id (id) VALUES ('message')",
    table, 
    paste(names(data), collapse = ", "),
    paste(data, collapse = "', '")
  )
  # Submit the update query and disconnect
  dbGetQuery(pcon, query)
  dbDisconnect(pcon)
}

  loadData <- function() {
  # Connect to the database
  pcon <- dbConnect(psql, dbname = "XXX", host = "XXXXXXX", port = XXXX, user = "XXXX", password = "XXXXX")
  # Construct the fetching query
  query <- sprintf("SELECT * FROM id", table)
  # Submit the fetch query and disconnect
  data <- dbGetQuery(pcon, query)
  dbDisconnect(pcon)
  data
}


# Whenever a field is filled, aggregate all form data
formData <- reactive({
  data <- sapply(fields, function(x) input[[x]])
  data
})

# When the Submit button is clicked, save the form data
observeEvent(input$submit, {
  saveData(formData())
})

# Show the previous responses
# (update with current response when Submit is clicked)
output$responses <- DT::renderDataTable({
  input$submit
  loadData()
})     

} )

这是我的错误:

postgresqlExecStatement(conn,statement,...)出错:

RS-DBI驱动程序:(无法检索结果:错误:关系&#34; id&#34;不存在

第1行:SELECT * FROM id                       ^ )

postgresqlQuickSQL中的警告(conn,statement,...):

无法创建执行:SELECT * FROM id *

我明白了,我做了一个错误的SQL查询。 有任何想法吗?真的很感谢你的帮助!

1 个答案:

答案 0 :(得分:1)

解决。

# Set libraries
library(RPostgreSQL)
library(shiny)

# Define the fields we want to save from the form
fields <- c("id", "message")

# Shiny app with two fields that the user can submit data for
shinyApp(
ui = fluidPage(
DT::dataTableOutput("responses", width = 300), tags$hr(),
textInput("id", "ID", ""),
textInput("message", "MESSAGE", ""),
actionButton("submit", "Submit")
),
server = function(input, output, session) {


psql <- dbDriver("PostgreSQL")

saveData <- function(data) {
  # Connect to the database
  pcon <- dbConnect(psql, dbname = "XXX", host = "XXXXX", port = XXXX, user 
= "UserX", password = "PaswordX")
  # Construct the update query by looping over the data fields
  query <- paste0("INSERT INTO table_name.schema_name (message) VALUES ( $1 
)") 
  # Submit the update query and disconnect
  dbSendQuery(pcon, query, params=data[["message"]]) 
  dbDisconnect(pcon)
}

loadData <- function() {
  # Connect to the database
  pcon <- dbConnect(psql, dbname = "XXX", host = "XXXXX", port = XXXX, user = "UserX", password = "PaswordX")
  # Construct the fetching query
  query <- sprintf("SELECT * FROM table_name.schema_name") 
  # Submit the fetch query and disconnect
  data <- dbGetQuery(pcon, query)
  dbDisconnect(pcon)
  data
}



# Whenever a field is filled, aggregate all form data
formData <- reactive({
  data <- sapply(fields, function(x) input[[x]])
  data
})

# When the Submit button is clicked, save the form data
observeEvent(input$submit, {
  saveData(formData())
})

# Show the previous responses
# (update with current response when Submit is clicked)
output$responses <- DT::renderDataTable({
  input$submit
  loadData()
})     
}
)