Shinyのカスタム入力バインディングを開発しています。data.table
私はjavascriptに渡すことを持っています。残念ながら、データは列単位ではなく行単位でエンコードする必要があります。 private$inputMessageQueue
追加の引数shiny::toJSON
なしで処理されるため、デフォルトの引数をオーバーライドする場所はありません。必要なフォーマットを取得するにはどうすればよいですか?
data.table
my (as message$data
)を受け取る Shiny 関数
debugging in: session$sendInputMessage(inputId, message)
debug: {
data <- list(id = inputId, message = message)
private$inputMessageQueue[[length(private$inputMessageQueue) +
1]] <- data
}
私の構造data.table
:
Browse[4]> str(message$data)
Classes ‘data.table’ and 'data.frame': 8 obs. of 7 variables:
$ coOrdinate : chr "c1" "c2" "c3" "c4" ...
$ injectionSite : Factor w/ 2 levels "head","body": NA NA NA NA NA NA NA NA
$ drug : Factor w/ 2 levels "aconitin","nicotine": NA NA NA NA NA NA NA NA
$ drugConcentration: num NA NA NA NA NA NA NA NA
$ bath : Factor w/ 2 levels "aconitin","nicotine": NA NA NA NA NA NA NA NA
$ bathConcentration: num NA NA NA NA NA NA NA NA
$ status : Factor w/ 3 levels "active","dead",..: 1 1 1 1 1 1 1 1
- attr(*, ".internal.selfref")=<externalptr>
私の実際のデータdata.table
:
Browse[4]> message$data
coOrdinate injectionSite drug drugConcentration bath bathConcentration status
1: c1 NA NA NA NA NA active
2: c2 NA NA NA NA NA active
3: c3 NA NA NA NA NA active
4: c4 NA NA NA NA NA active
5: c5 NA NA NA NA NA active
6: c6 NA NA NA NA NA active
7: c7 NA NA NA NA NA active
8: c8 NA NA NA NA NA active
シャイニーにやりたいこと:
Browse[4]> jsonlite::toJSON(message$data)
[
{"coOrdinate":"c1","status":"active"},
{"coOrdinate":"c2","status":"active"},
{"coOrdinate":"c3","status":"active"},
{"coOrdinate":"c4","status":"active"},
{"coOrdinate":"c5","status":"active"},
{"coOrdinate":"c6","status":"active"},
{"coOrdinate":"c7","status":"active"},
{"coOrdinate":"c8","status":"active"}
]
private$InputMessageQueue が処理されたときの Shiny の動作 ( shiny.Rにある)
jsonlite::toJSON(I(message$data),dataframe='columns',null='null', na='null', auto_unbox=T, force=T, rownames=F, keep_vec_name=T)
{
"coOrdinate":["c1","c2","c3","c4","c5","c6","c7","c8"],
"injectionSite":[null,null,null,null,null,null,null,null],
"drug":[null,null,null,null,null,null,null,null],
"drugConcentration":[null,null,null,null,null,null,null,null],
"bath":[null,null,null,null,null,null,null,null],
"bathConcentration":[null,null,null,null,null,null,null,null],
"status":["active","active","active","active","active","active","active","active"]
}
他のすべてが失敗した場合は、data.table をマトリックスにキャストできます。これにより、行単位の JSON が得られますが、列名が失われます。
Browse[4]> jsonlite::toJSON(I(as.matrix(message$data)),dataframe='columns',null='null', na='null', auto_unbox=T, force=T, rownames=F, keep_vec_name=T)
[
["c1",null,null,null,null,null,"active"],
["c2",null,null,null,null,null,"active"],
["c3",null,null,null,null,null,"active"],
["c4",null,null,null,null,null,"active"],
["c5",null,null,null,null,null,"active"],
["c6",null,null,null,null,null,"active"],
["c7",null,null,null,null,null,"active"],
["c8",null,null,null,null,null,"active"]
]
では、Shiny に data.frame を行ごとに渡すように強制するにはどうすればよいでしょうか?