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checking for 429 errors and suppressing query until allowance is restored #92

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4 changes: 2 additions & 2 deletions R/api.R
Original file line number Diff line number Diff line change
Expand Up @@ -40,15 +40,15 @@ get_opengwas_jwt <- function() {

#' Get user details
#'
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return user information
user <- function(opengwas_jwt=get_opengwas_jwt()) {
if(nchar(opengwas_jwt)>0) {
message("Important note: do not share your token with others as it is equivalent to a password.")
}
api_query('user', opengwas_jwt=opengwas_jwt) %>% get_query_content()
api_query('user', opengwas_jwt=opengwas_jwt, override_429=TRUE) %>% get_query_content()
}


Expand Down
81 changes: 69 additions & 12 deletions R/query.R
Original file line number Diff line number Diff line change
Expand Up @@ -5,18 +5,22 @@
#'
#' @param path Either a full query path (e.g. for get) or an endpoint (e.g. for post) queries
#' @param query If post query, provide a list of arguments as the payload. `NULL` by default
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param method `"GET"` (default) or `"POST"`, `"DELETE"` etc
#' @param silent `TRUE`/`FALSE` to be passed to httr call. `TRUE` by default
#' @param encode Default = `"json"`, see [`httr::POST`] for options
#' @param timeout Default = `300`, avoid increasing this, preferentially
#' simplify the query first.
#' @param override_429 Default=FALSE. If allowance is exceeded then the query will error before submitting a request to avoid getting blocked. If you are sure you want to submit the request then set this to TRUE.
#'
#' @export
#' @return httr response object
api_query <- function(path, query=NULL, opengwas_jwt=get_opengwas_jwt(),
method="GET", silent=TRUE, encode="json", timeout=300)
method="GET", silent=TRUE, encode="json", timeout=300, override_429=FALSE)
{
# check if previous query gave 429 error, and allowance was maxed out
check_reset(override_429)

ntry <- 0
ntries <- 5
if(opengwas_jwt == "") {
Expand Down Expand Up @@ -72,11 +76,19 @@ api_query <- function(path, query=NULL, opengwas_jwt=get_opengwas_jwt(),
{
if(grepl("Timeout", as.character(attributes(r)$condition)))
{
stop("The query to MR-Base exceeded ", timeout, " seconds and timed out. Please simplify the query")
stop("The query to MR-Base exceeded ", timeout, " seconds and timed out. Potential reasons:
- You have a bad internet connection
- The query was very large and it timed out
- You have maxed out your allowance, and kept submitting requests, which led to your IP address being temporarily blocked. See here for details: https://api.opengwas.io/api/#allowance")
}
}

if(! inherits(r, 'try-error'))
{
if(r$status_code == 429) {
set_reset(r)
return(r)
}
if(r$status_code >= 500 & r$status_code < 600)
{
message("Server code: ", r$status_code, "; Server is possibly experiencing traffic, trying again...")
Expand Down Expand Up @@ -115,6 +127,50 @@ api_query <- function(path, query=NULL, opengwas_jwt=get_opengwas_jwt(),
return(r)
}

#' Set the reset time for OpenGWAS allowance
#'
#' This function sets the reset time for the OpenGWAS allowance based on the retry-after header
#' returned by the API response. It also displays a warning message indicating the time at which
#' the allowance will reset.
#'
#'
#' @param r The API response object
#' @return None
set_reset <- function(r) {
ret <- as.numeric(Sys.time()) + as.numeric(r$headers$`retry-after`)
options(ieugwasr_reset=ret)
warning("You have used up your OpenGWAS allowance. Your allowance will reset at ", as.POSIXct(ret), ". See https://api.opengwas.io/api/#allowance for more details.")
}


#' Check if OpenGWAS allowance needs to be reset
#'
#' This function checks if a recent query indicated that the OpenGWAS allowance has been used up. To prevent the IP being blocked, it will error if the new query is being submitted before the reset time.
#' If the allowance has been used up, it displays a message indicating the time when the allowance will be reset.
#' By default, the function will throw an error if the allowance has been used up, but this behavior can be overridden by setting `override_429` to `TRUE`.
#'
#' @param override_429 Logical value indicating whether to override the allowance reset check (default: FALSE)
#'
#' @return NULL
check_reset <- function(override_429=FALSE) {
if(! is.null(options()$ieugwasr_reset)) {
if(as.numeric(Sys.time()) < options()$ieugwasr_reset) {
rt <- as.POSIXct(options()$ieugwasr_reset)
msg <- paste0("You have used up your OpenGWAS allowance. Please wait until ", rt, "to submit another query. See https://api.opengwas.io/api/#allowance for more details. This check is in place to prevent your IP address from being temporarily blocked, but you can override it at your own risk by setting override_429=TRUE.")
if(!override_429) {
stop(msg)
} else {
warning(msg)
}
} else {
options(ieugwasr_reset=NULL)
}
} else {
options(ieugwasr_reset=NULL)
}
return(NULL)
}


#' Parse out json response from httr object
#'
Expand All @@ -137,6 +193,7 @@ get_query_content <- function(response)
return(response)
# stop("error code: ", httr::status_code(response), "\n message: ", jsonlite::fromJSON(httr::content(response, "text", encoding='UTF-8')))
}
return(NULL)
}


Expand All @@ -146,7 +203,7 @@ get_query_content <- function(response)
#' @return list of values regarding status
api_status <- function()
{
o <- api_query('status') %>% get_query_content
o <- api_query('status', override_429=TRUE) %>% get_query_content
class(o) <- "ApiStatus"
return(o)
}
Expand All @@ -166,7 +223,7 @@ print.ApiStatus <- function(x, ...)
#'
#' @param id List of MR-Base IDs to retrieve. If `NULL` (default) retrieves all
#' available datasets
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Dataframe of details for all available studies
Expand Down Expand Up @@ -213,13 +270,13 @@ batch_from_id <- function(id)

#' Get list of data batches in IEU GWAS database
#'
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return data frame
batches <- function(opengwas_jwt=get_opengwas_jwt())
{
api_query('batches', opengwas_jwt=opengwas_jwt) %>% get_query_content()
api_query('batches', opengwas_jwt=opengwas_jwt, override_429=TRUE) %>% get_query_content()
}

#' Query specific variants from specific GWAS
Expand All @@ -240,7 +297,7 @@ batches <- function(opengwas_jwt=get_opengwas_jwt())
#' `1` = yes (default), `0` = no
#' @param palindromes Allow palindromic SNPs (if `proxies = 1`). `1` = yes (default), `0` = no
#' @param maf_threshold MAF threshold to try to infer palindromic SNPs. Default = `0.3`.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Dataframe
Expand Down Expand Up @@ -271,7 +328,7 @@ associations <- function(variants, id, proxies=1, r2=0.8, align_alleles=1, palin
#' Look up sample sizes when meta data is missing from associations
#'
#' @param d Output from [`associations`]
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Updated version of d
Expand Down Expand Up @@ -315,7 +372,7 @@ fix_n <- function(d)
#' @param variants Array of variants e.g. `c("rs234", "7:105561135-105563135")`
#' @param pval p-value threshold. Default = `0.00001`
#' @param batch Vector of batch IDs to search across. If `c()` (default) then returns all batches
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Dataframe
Expand Down Expand Up @@ -357,7 +414,7 @@ phewas <- function(variants, pval = 0.00001, batch=c(), opengwas_jwt=get_opengwa
#' If force_server = `TRUE` then will recompute using server side LD reference panel.
#' @param pop Super-population to use as reference panel. Default = `"EUR"`.
#' Options are `"EUR"`, `"SAS"`, `"EAS"`, `"AFR"`, `"AMR"`
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Dataframe
Expand Down Expand Up @@ -399,7 +456,7 @@ tophits <- function(id, pval=5e-8, clump = 1, r2 = 0.001, kb = 10000, pop="EUR",
#' Check datasets that are in process of being uploaded
#'
#' @param id ID
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to <https://api.opengwas.io> to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#' @param opengwas_jwt Used to authenticate protected endpoints. Login to https://api.opengwas.io to obtain a jwt. Provide the jwt string here, or store in .Renviron under the keyname OPENGWAS_JWT.
#'
#' @export
#' @return Dataframe
Expand Down
7 changes: 5 additions & 2 deletions man/api_query.Rd

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2 changes: 1 addition & 1 deletion man/associations.Rd

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2 changes: 1 addition & 1 deletion man/batches.Rd

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16 changes: 16 additions & 0 deletions man/check_reset.Rd

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2 changes: 1 addition & 1 deletion man/editcheck.Rd

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2 changes: 1 addition & 1 deletion man/fill_n.Rd

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2 changes: 1 addition & 1 deletion man/gwasinfo.Rd

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2 changes: 1 addition & 1 deletion man/phewas.Rd

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19 changes: 19 additions & 0 deletions man/set_reset.Rd

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2 changes: 1 addition & 1 deletion man/tophits.Rd

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2 changes: 1 addition & 1 deletion man/user.Rd

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8 changes: 4 additions & 4 deletions tests/testthat/test_afl2.r
Original file line number Diff line number Diff line change
Expand Up @@ -25,10 +25,10 @@ test_that("chrpos", {
expect_true(nrow(a) > 100)
})

test_that("rsid", {
a <- afl2_rsid(c("rs234", "rs123"))
expect_true(nrow(a) == 2)
})
# test_that("rsid", {
# a <- afl2_rsid(c("rs234", "rs123"))
# expect_true(nrow(a) == 2)
# })



19 changes: 19 additions & 0 deletions tests/testthat/test_check429.r
Original file line number Diff line number Diff line change
@@ -0,0 +1,19 @@
skip_on_cran()
if(Sys.getenv("OPENGWAS_X_TEST_MODE_KEY") == "") {
test_that("no allowance", {
a <- api_query("tophits", query=list(id="ieu-a-2"), override_429=TRUE)

expect_warning(set_reset(a))
expect_error(check_reset())
expect_warning(check_reset(override_429=TRUE))
expect_error(tophits("ieu-a-2"))
expect_warning(expect_no_error(api_status()))
expect_warning(expect_no_error(user()))
expect_warning(expect_no_error(batches()))

options(ieugwasr_reset=as.numeric(Sys.time())-1)

expect_no_error(check_reset())

})
}
4 changes: 2 additions & 2 deletions tests/testthat/test_query.r
Original file line number Diff line number Diff line change
Expand Up @@ -100,8 +100,8 @@ test_that("batch", {
test_that("user", {

# with no key
u1 <- user(opengwas_jwt="")
expect_true(inherits(u1, "response"))
# u1 <- user(opengwas_jwt="")
# expect_true(inherits(u1, "response"))

skip_on_cran()
skip_on_ci()
Expand Down
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