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Implement support for clientside callbacks in Dash for R #130

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Oct 1, 2019
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1 change: 1 addition & 0 deletions NAMESPACE
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@ S3method(print,dash_component)
export(Dash)
export(dashNoUpdate)
export(createCallbackId)
export(clientsideFunction)
export(input)
export(output)
export(state)
Expand Down
35 changes: 31 additions & 4 deletions R/dash.R
Original file line number Diff line number Diff line change
Expand Up @@ -84,6 +84,14 @@
#' object(s) (which should reference layout components), which become
#' argument values for the callback handler defined in `func`.
#' }
#' \item{`clientside_callback(output = NULL, params = NULL, clientside_function = NULL)`}{
#' A callback function defintion. The `clientside_function` argument accepts a call
#' to clientsideFunction(), which describes the locally served JavaScript
#' function to call, and `output` defines which layout component property
#' should adopt the results (via an [output] object). To determine what
#' events trigger this callback, provide [input] (and/or [state]) object(s)
#' (which should reference layout components) by passing them within `params` to `clientside_function`.
#' }
#' \item{`run_server(host = Sys.getenv('DASH_HOST', "127.0.0.1"),
#' port = Sys.getenv('DASH_PORT', 8050), block = TRUE, showcase = FALSE, ...)`}{
#' Launch the application. If provided, `host`/`port` set
Expand Down Expand Up @@ -221,7 +229,8 @@ Dash <- R6::R6Class(
list(
inputs=callback_signature$inputs,
output=createCallbackId(callback_signature$output),
state=callback_signature$state
state=callback_signature$state,
clientside_function=callback_signature$clientside_function
)
}, private$callback_map)

Expand Down Expand Up @@ -534,14 +543,32 @@ Dash <- R6::R6Class(

inputs <- params[vapply(params, function(x) 'input' %in% attr(x, "class"), FUN.VALUE=logical(1))]
state <- params[vapply(params, function(x) 'state' %in% attr(x, "class"), FUN.VALUE=logical(1))]

# register the callback_map
private$callback_map <- insertIntoCallbackMap(private$callback_map,
inputs,
output,
state,
func)

func,
clientside_function=NULL)
},

# ------------------------------------------------------------------------
# clientside callback registration
# ------------------------------------------------------------------------

clientside_callback = function(output, params, clientside_function) {
assert_valid_callbacks(output, params, clientside_function)

inputs <- params[vapply(params, function(x) 'input' %in% attr(x, "class"), FUN.VALUE=logical(1))]
state <- params[vapply(params, function(x) 'state' %in% attr(x, "class"), FUN.VALUE=logical(1))]

private$callback_map <- insertIntoCallbackMap(private$callback_map,
inputs,
output,
state,
func = NULL,
clientside_function)
},

# ------------------------------------------------------------------------
Expand Down
15 changes: 11 additions & 4 deletions R/utils.R
Original file line number Diff line number Diff line change
Expand Up @@ -352,11 +352,12 @@ clean_dependencies <- function(deps) {
return(deps_with_file)
}

insertIntoCallbackMap <- function(map, inputs, output, state, func) {
insertIntoCallbackMap <- function(map, inputs, output, state, func, clientside_function) {
map[[createCallbackId(output)]] <- list(inputs=inputs,
output=output,
state=state,
func=func
func=func,
clientside_function=clientside_function
)
if (length(map) >= 2) {
ids <- lapply(names(map), function(x) dash:::getIdProps(x)$ids)
Expand All @@ -365,7 +366,7 @@ insertIntoCallbackMap <- function(map, inputs, output, state, func) {
outputs_as_list <- mapply(paste, ids, props, sep=".", SIMPLIFY = FALSE)

if (length(Reduce(intersect, outputs_as_list))) {
stop(sprintf("One or more outputs are duplicated across callbacks. Please ensure that all ID and property combinations are unique."), call. = FALSE)
stop(sprintf("One or more outputs are duplicated across callbacks. Please ensure that all ID and property combinations are unique."), call. = FALSE)
}
}
return(map)
Expand Down Expand Up @@ -413,7 +414,9 @@ assert_valid_callbacks <- function(output, params, func) {

# Assert that user_function is a valid function
if(!(is.function(func))) {
stop(sprintf("The callback method's 'func' parameter requires a function as its argument. Please verify that 'func' is a valid, executable R function."), call. = FALSE)
if (!(all(names(func) == c("namespace", "function_name")))) {
stop(sprintf("The callback method's 'func' parameter requires an R function or clientside_function call as its argument. Please verify that 'func' is either a valid R function or clientside_function."), call. = FALSE)
}
}

# Check if inputs are a nested list
Expand Down Expand Up @@ -916,3 +919,7 @@ getIdProps <- function(output) {
props <- vapply(unlist(idprops, recursive=FALSE), '[', character(1), 2)
return(list(ids=ids, props=props))
}

clientsideFunction <- function(namespace, function_name) {
return(list(namespace=namespace, function_name=function_name))
}
72 changes: 72 additions & 0 deletions tests/integration/callbacks/test_clientside.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,72 @@
from selenium.webdriver.support.select import Select
import time

app = """
library(dash)
library(dashCoreComponents)
library(dashHtmlComponents)

app <- Dash$new()

app$layout(htmlDiv(list(
dccInput(id='input'),
htmlDiv(id='output-clientside'),
htmlDiv(id='output-serverside')
)
)
)

app$callback(
output(id = "output-serverside", property = "children"),
params = list(
input(id = "input", property = "value")
),
function(value) {
sprintf("Server says %s", value)
}
)

app$clientside_callback(
output('output-clientside', 'children'),
params=list(input('input', 'value')),
clientsideFunction(
namespace = 'clientside',
function_name = 'display'
)
)
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What if we allow app$callback to accept either an R function or a clientsideFunction, determine which it is based on type, and do away with app$clientside_callback? It's a little different from Python, but that's just because of Python's decorators vs R's anonymous functions. It's still plenty clear, I think, as you've still got an explicit call to clientsideFunction.

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I wondered about that as I was working on this PR; using the same syntax for both seems perfectly fine to me. I'll go ahead and make this change.

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fixed in e4fffaf


app$run_server()
"""


def test_rscc001_clientside(dashr):
dashr.start_server(app)
dashr.wait_for_text_to_equal(
'#output-clientside',
''
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says NULL"
)
input1 = dashr.find_element("#input")
dashr.clear_input(input1)
input1.send_keys("Clientside")
dashr.wait_for_text_to_equal(
'#output-clientside',
'Client says "Clientside"'
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says Clientside"
)
dashr.clear_input(input1)
input1.send_keys("Callbacks")
dashr.wait_for_text_to_equal(
'#output-clientside',
'Client says "Callbacks"'
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says Callbacks"
)
73 changes: 73 additions & 0 deletions tests/integration/clientside/test_clientside.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,73 @@
from selenium.webdriver.support.select import Select
import time, os

app = """
library(dash)
library(dashCoreComponents)
library(dashHtmlComponents)

app <- Dash$new()

app$layout(htmlDiv(list(
dccInput(id='input'),
htmlDiv(id='output-clientside'),
htmlDiv(id='output-serverside')
)
)
)

app$callback(
output(id = "output-serverside", property = "children"),
params = list(
input(id = "input", property = "value")
),
function(value) {
sprintf("Server says %s", value)
}
)

app$clientside_callback(
output('output-clientside', 'children'),
params=list(input('input', 'value')),
clientsideFunction(
namespace = 'clientside',
function_name = 'display'
)
)

app$run_server()
"""


def test_rscc001_clientside(dashr):
os.path.join(os.path.dirname(__file__), "assets")
dashr.start_server(app)
dashr.wait_for_text_to_equal(
'#output-clientside',
'Client says "undefined"'
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says NULL"
)
input1 = dashr.find_element("#input")
dashr.clear_input(input1)
input1.send_keys("Clientside")
dashr.wait_for_text_to_equal(
'#output-clientside',
'Client says "Clientside"'
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says Clientside"
)
dashr.clear_input(input1)
input1.send_keys("Callbacks")
dashr.wait_for_text_to_equal(
'#output-clientside',
'Client says "Callbacks"'
)
dashr.wait_for_text_to_equal(
"#output-serverside",
"Server says Callbacks"
)