I have a code block, to perform 3 times retry of the code execution in case of a specific error. In below example if HTTP 503 error occurred during the data download from ADLS container, I want the same operation to be executed maximum of 3 times retry.
require(AzureStor)
require(stringr)
recheck <- 0
while (recheck < 3){
recheck <- recheck + 1
tryCatch({
storage_download(container, file, filename, overwrite=TRUE)
recheck <- 4
}, error = function(e){
if ( sum(str_detect(e, '503')*1) > 0 ){
print(e)
print(paste0('An infra-level failure occured. Retry sequence number is : ', recheck))
} else{
recheck <<- 4
print(e)
}
}
)
}
This code works fine for me, but similar to storage_download in the above example, I have other ADLS operations like delete_blob, upload_blob, storage_upload, list_storage_files at multiple instances in the code, I have to write above mentioned code for each of these functions. I want to make the above code as a function which can be called during each of these ADLS operations. Any thoughts or suggestions would help me greatly.
The following should do the trick:
with_retries_on_failure = function (expr, retries = 3L) {
expr = substitute(expr)
for (try in seq_len(retries)) {
tryCatch(
return(eval.parent(expr)),
error = \(e) {
if (str_detect(conditionMessage(e), '503')) stop(e)
message('An infra-level failure occurred. Retry sequence number is: ', try)
}
)
}
}
Used as follows:
with_retries_on_failure(storage_download(container, file, filename, overwrite=TRUE))
Note the return() call, which immediately returns from the surrounding function without the need to update the loop variable. Likewise, in the case of a failure we also don’t have to update the loop variable since we are using a for loop, and we use stop() to break out of the loop for any error that is not a 503 HTTP response.
I have a character string of 400 URLs called URLs.
I have a loop that has been working for a while but now it takes way too long. It used to just report the url as an error and then I would omit but its is getting hung up.
dput(URLs)
c("http://www.chinadaily.com.cn/a/202102/04/WS601b5bd7a31024ad0baa736d.html",
"http://www.xinhuanet.com/english/2021-02/02/c_139716479.htm",
"http://www.china.org.cn/world/Off_the_Wire/2021-02/02/content_77181645.htm",
"http://english.sina.com/world/af/2021-02-02/detail-ikftssap2511288.shtml",
"https://www.beijingnews.net/news/267750643/fox-takes-clubhouse-lead-as-johnson-makes-move-in-saudi-arabia",
"https://www.beijingnews.net/news/267768819/johnson-excited-for-season-after-second-saudi-title",
"https://en.wtcf.org.cn/GlobalNews/2021020320227.html", "https://www.ladepeche.fr/2021/02/08/golf-un-top-4-royal-pour-victor-perez-9360378.php",
"https://sport24.lefigaro.fr/golf/tour-europeen/actualites/victor-perez-dans-les-pas-de-dustin-johnson-en-arabie-saoudite-1032163",
"https://sport24.lefigaro.fr/golf/tour-europeen/actualites/european-tour-victor-perez-a-longtemps-tenu-tete-a-dustin-johnson-en-arabie-saoudite-1032273",
"https://www.france24.com/en/live-news/20210206-johnson-seizes-two-shot-lead-in-saudi-international",
"https://www.france24.com/en/live-news/20210205-fox-takes-clubhouse-lead-as-johnson-makes-move-in-saudi-arabia",
"https://www.france24.com/en/live-news/20210203-big-hitting-dechambeau-happy-to-take-longer-clubs-out-of-rivals-hands",
"https://www.france24.com/en/live-news/20210203-as-bubble-life-drags-on-psychologists-say-cricketers-need-more-support",
"https://www.sports.fr/golf/circuit-europeen/golf-perez-gratin-arabie-saoudite-426859.html",
"https://www.sport.fr/golf/lopen-de-france-est-sauve-758291.shtm",
"https://www.ffgolf.org/Actus/Pro/European-Tour/Saudi-International-ET-Perez-n-est-pas-passe-loin",
"https://www.ffgolf.org/Actus/Pro/European-Tour/Saudi-International-ET-Perez-a-rendez-vous-avec-DJ-dimanche",
"https://www.ffgolf.org/Actus/Pro/European-Tour/Saudi-International-ET-Rozner-au-sec-a-6-Perez-a-7",
"https://www.ffgolf.org/Actus/Pro/European-Tour/Saudi-International-ET-Rozner-et-Perez-demarrent-bien",
"https://www.ffgolf.org/Actus/Pro/LPGA-Tour/Franck-Riboud-On-va-pouvoir-continuer-a-travailler-sereinement",
"https://www.ffgolf.org/Actus/Pro/Feuilletons/Paroles-de-coach/Paroles-de-coach-6-Gwladys-Nocera",
"https://franceracing.fr/other/porsche-et-tag-heuer-scellent-un-partenariat-strategique/",
"https://www.rfi.fr/en/sports/20210206-johnson-seizes-two-shot-lead-in-saudi-international",
"https://www.rfi.fr/en/sports/20210205-fox-takes-clubhouse-lead-as-johnson-makes-move-in-saudi-arabia",
"https://www.rfi.fr/en/sports/20210203-big-hitting-dechambeau-happy-to-take-longer-clubs-out-of-rivals-hands",
"https://www.rfi.fr/en/sports/20210203-as-bubble-life-drags-on-psychologists-say-cricketers-need-more-support",
"https://www.jeudegolf.org/EasyBlog/Agathe-sauzon.html", "http://topactu.net/2021/02/viktor-hovland-vaults-into-farmers-lead-at-wet-torrey-pines/",
"https://www.sueddeutsche.de/sport/golf-kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-dpa.urn-newsml-dpa-com-20090101-210207-99-337940",
"https://www1.wdr.de/sport/golf-martin-kaymer-saudi-arabien-100.html",
"https://www.augsburger-allgemeine.de/sport/sonstige-sportarten/Kaymer-18-bei-Golf-Turnier-in-Saudi-Arabien-Johnson-siegt-id59059886.html",
"https://www.schwaebische.de/sport/ueberregionaler-sport_artikel,-kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-_arid,11325827.html",
"https://www.sport.de/news/ne4341625/golf--kaymer-beendet-turnier-in-saudi-arabien-als-18/",
"https://www.mz-web.de/sport/golf/kaymer-18--bei-golf-turnier-in-saudi-arabien---johnson-siegt-38027428",
"https://www.nwzonline.de/sport-meldungen/european-tour-kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_a_50,12,475833623.html",
"https://www.volksstimme.de/golf/news/kaymer-18.-bei-golf-turnier-in-saudi-arabien---johnson-siegt/1612702615000",
"https://www.wn.de/Sport/Weltsport/Golf/4360897-European-Tour-Kaymer-18.-bei-Golf-Turnier-in-Saudi-Arabien-Johnson-siegt",
"https://www.mainpost.de/sport/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-art-10562664",
"https://www.moz.de/nachrichten/sport/news/european-tour-kaymer-18.-bei-golf-turnier-in-saudi-arabien-johnson-siegt-54931493.html",
"https://www.svz.de/sport/weitere-sportarten/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-id31187247.html?nojs=true",
"https://www.rhein-zeitung.de/sport/aus-aller-welt/aus-aller-welt-golf_artikel,-kaymer-18-bei-golfturnier-in-saudiarabien-johnson-siegt-_arid,2220135.html",
"https://www.rhein-zeitung.de/sport/aus-aller-welt/aus-aller-welt-golf_artikel,-martin-kaymer-sagt-olympiastart-in-tokio-ab-_arid,2274019.html",
"https://www.allgemeine-zeitung.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.echo-online.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.mittelhessen.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.muensterschezeitung.de/Sport/Sportarten/Golf/4360897-European-Tour-Kaymer-18.-bei-Golf-Turnier-in-Saudi-Arabien-Johnson-siegt",
"https://www.wiesbadener-kurier.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.giessener-anzeiger.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://newsroom.porsche.com/de/2021/unternehmen/porsche-sportwagenhersteller-tag-heuer-luxusuhren-schmiede-zusammenarbeit-videostream-23558.html",
"https://www.azonline.de/Sport/Weitere-Sportarten/Golf/4360897-European-Tour-Kaymer-18.-bei-Golf-Turnier-in-Saudi-Arabien-Johnson-siegt",
"https://www.borkenerzeitung.de/welt/sport/Kaymer-18-bei-Golf-Turnier-in-Saudi-Arabien-Johnson-siegt-327224.html",
"https://www.golfpost.de/european-tour-saudi-international-2021-ergebnisse-runde-2-7777396527/",
"https://www.golfpost.de/396354-7777396354/", "https://www.golfpost.de/german-challenge-powerd-by-vcg-golf-challenge-tour-kehrt-nach-deutschland-zurueck-7777396396/",
"https://www.golfpost.de/die-macht-der-moneten-saudi-arabien-auf-dem-weg-zum-big-player-im-golf-7777396387/",
"https://www.kreis-anzeiger.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.wormser-zeitung.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://m.azonline.de/Sport/Weitere-Sportarten/Golf/4361712-PGA-Turnier-US-Golfstar-Koepka-triumphiert-bei-Phoenix-Open",
"https://www.mv-online.de/sport/sportmix/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-409658.html",
"https://www.golf.de/publish/dgv-sport/golf-team-germany/news/60228375/sophia-popov-nach-major-sieg-in-elite-team-germany",
"https://www.golf.de/publish/tournews/nachrichten-tour/60228372/einmal-saudi-einmal-etwas-gaudi",
"https://www.golf.de/publish/tournews/nachrichten-tour/60228387/koepka-comeback-und-eine-wuestenbilanz",
"https://www.ev-online.de/sport/sportmix/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt-409655.html",
"https://www.nach-welt.com/dustin-johnson-setzt-masstabe-aber-jordan-spieth-justin-rose-und-brooks-koepka-kehren-zur-form-zuruck/",
"https://www.nach-welt.com/ryan-fox-wird-sechster-wahrend-dustin-johnson-saudi-international-gewinnt/",
"https://www.usinger-anzeiger.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.gaeubote.de/Nachrichten/Golf-Turnier-in-Muenchen-Kaymer-faellt-zurueck-86604.html",
"https://www.gaeubote.de/Nachrichten/Kaymer-nach-Traumrunde-Zweiter-bei-Golf-Turnier-in-Muenchen-86664.html",
"https://www.main-spitze.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.lauterbacher-anzeiger.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.oberhessische-zeitung.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://de.advfn.com/p.php?pid=nmona&article=84265497", "https://www.buerstaedter-zeitung.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.golftime.de/golf-nachrichten/challenge-tour-in-deutschland-neues-profi-turnier/",
"https://www.golftime.de/golf-nachrichten/martin-kaymer-saudi-international-tour-news/",
"https://www.golftime.de/magazin/distanz-usga-ra-elite-spieler-regel-anpassung/",
"https://www.dmm.travel/nc/news/porsche-und-tag-heuer-arbeiten-zusammen/",
"https://www.lampertheimer-zeitung.de/sport/golf/kaymer-18-bei-golf-turnier-in-saudi-arabien-johnson-siegt_23109750",
"https://www.hongkongherald.com/news/267768819/johnson-excited-for-season-after-second-saudi-title",
"https://www.hongkongherald.com/news/267750643/fox-takes-clubhouse-lead-as-johnson-makes-move-in-saudi-arabia",
"http://hongkongcityportal.com/saudi-international-englands-david-horsey-leads-from-scotlands-stephen-gallacher/",
"http://hongkongcityportal.com/bryson-dechambeau-flattered-and-welcomes-proposed-rule-changes/",
"http://hongkongcityportal.com/paul-casey-englishman-defends-saudi-international-u-turn/",
"https://as.com/masdeporte/2021/02/03/golf/1612378989_020231.html",
"https://www.marca.com/golf/2021/02/07/601fd7c122601d860c8b45dc.html",
"https://www.marca.com/golf/2021/05/02/608ece1b22601d9d5d8b45f0.html",
"https://www.marca.com/golf/2021/02/03/601ad5d7268e3ef01e8b4670.html",
"https://www.republicworld.com/sports-news/other-sports/johnson-eases-to-another-victory-at-saudi-international.html",
"https://www.republicworld.com/sports-news/other-sports/dustin-johnson-within-1-shot-of-lead-at-saudi-international.html",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/dustin-johnson-excited-for-season-after-second-saudi-title/articleshow/80737390.cms",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/johnson-eases-to-another-victory-at-saudi-international/articleshow/80736264.cms",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/ryan-fox-takes-surprise-lead-at-saudi-international/articleshow/80711869.cms",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/horsey-goes-on-birdie-blitz-for-saudi-international-lead/articleshow/80691513.cms",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/shubhankar-shoots-69-in-opening-round-at-saudi-international/articleshow/80691501.cms",
"https://timesofindia.indiatimes.com/sports/golf/top-stories/big-hitting-dechambeau-happy-to-take-longer-clubs-out-of-rivals-hands/articleshow/80672723.cms",
"https://timesofindia.indiatimes.com/sports/cricket/news/as-bubble-life-drags-on-psychologists-say-cricketers-need-more-support/articleshow/80662353.cms",
"https://www.abc.es/deportes/abci-sergio-garcia-apunta-ryder-202102070038_noticia.html",
"https://www.abc.es/deportes/abci-golfistas-golpe-gimnasio-202102050031_noticia.html",
"https://www.investing.com/news/general/golf-johnson-holds-on-to-clinch-second-saudi-international-title-2411514"
)
####I have tried this:
html_reader<- function(x){return( tryCatch(xml2::read_html(URLs[k]), error = function(e) NULL))}
for (k in seq_along(URLs)) parsed_pages[k] <-lapply(as.list(URLs), html_reader)
I havent run into issues with runtime for some reason until now. The function will not complete even with the try() error function.
My current working code is the following:
pp <- replicate(list(), n = length(ESPN))
for (k in seq_along(ESPN)) pp[[k]] <- try(xml2::read_html(ESPN[k]), silent = TRUE)
It used to just take a while but now it never finishes.
I think the issue I am running into is due to the open connections. The script would get progressively slower and I feel it was due to the old connections. Here is a simple loop that closes out all of the connections. I will know when I run a particular report again if this is the solution but it has seemed to help so far.
for (i in seq_along(df$URLs)){function(i)
closeAllConnections(i)
}
So I've got a list of "Player" objects, each with an ID, called players and I'm trying to reach a web JSON with information related to the relevant ID, using JSONlite.
The HTML stem is: 'https://fantasy.premierleague.com/drf/element-summary/'
I need to access every players respective page.
I'm trying to do so as follows:
playerDataURLStem = 'https://fantasy.premierleague.com/drf/element-summary/'
for (player in players) {
player_data_url <- paste(playerDataURLStem,player#id,sep = "")
player_data <- fromJSON(player_data_url)
# DO SOME STUFF #
}
When I run it, I'm getting the error Error in open.connection(con, "rb") : Timeout was reached: Resolving timed out after 10000 milliseconds. This error is produced at a different position in my list of players each time I run the code and when I check the webpage that is causing the error, I can't see anything erroneous about it. This leads me to believe that sometimes the pages just take longer than 10000 milliseconds to reply, but using
options(timeout = x)
for some x, doesn't seem to make it wait longer for a response.
For a minimum working example, try:
playerDataURLStem = 'https://fantasy.premierleague.com/drf/element-summary/'
ids <- c(1:540)
for (id in ids) {
player_data_url <- paste(playerDataURLStem, id, sep = "")
player_data <- fromJSON(player_data_url)
print(player_data$history$id[1])
}
options(timeout= 4000000) is working for me .try increasing value of timeout to higher number
I have a scenario where I want to check If R has loaded the .RDA(which is a model)
I want this for getting prediction call as I don`t want to load every time I am asking for a prediction.
I tried with this below code
if(!is.na(T2I_Vendor_Eval1.rda)){
print("started")
bar<-load(file = "C:\\T2I_Vendor_Eval1.rda")
print("ended ")
}
Result I get is
Error: object 'T2I_Vendor_Eval1.rda' not found
Instead of doing this
if(!is.na(T2I_Vendor_Eval1.rda)){
print("started")
bar<-load(file = "C:\\T2I_Vendor_Eval1.rda")
print("ended end")
}
I did this
if(!exists("T2I_Vendor_Eval1")){
print("started")
load(file = "C:\\T2I_Vendor_Eval1.rda")
print("ended end")
}
It worked for me.
thanks for you help #JonGrub
So this is a strange one. My code does a bunch a things that are hard to explain (but if necessary I´ll try to explain), but the following works:
var res = data.delete_if (function(key, value) { return key == "a"; })
but the following crashes:
data.delete_if (function(key, value) { return key == "a"; })
So, the fact that I do not save the result of the delete_if function crashes the browser with the following stack trace:
Error: test: B environment should proxy a Ruby hash. (MDArraySolTest): Java::JavaLang::IllegalStateException: Channel stream was closed before response has been received.
java.lang.reflect.Method.invoke(java/lang/reflect/Method.java:498) org.jruby.javasupport.JavaMethod.invokeDirectWithExceptionHandling(org/jruby/javasupport/JavaMethod.java:453)
Any ideas of why this happens? Any solutions? I can provide more information if needed.
EDIT1:
Doing some more tests I found out that the error occurs only if the call to data.delete_if is the last statement on the script. If I add for example: console.log(""); after the call, everything works fine.
Thanks