data.table fetch only 1000 rows

hi, I'm desperately needing some helping hands, as I need to fetch data from Binance API, but the data.table only fetch me 1,000 row as it limited.

Anyone here know how can I retrieve all data?

thanks!

klines2 <- rbindlist(lapply(
  c('LTCTUSD', 'LTCBNB'),
  binance_klines,
  interval = '30m',
  start_time = '2017-01-01', 
  end_time = '2021-01-08'
))
klines2

It looks like you are getting rate limited. Rate limiting is a popular feature that API developers use to make sure their services are being used responsibly. I would advise putting your API request into a loop and request smaller amounts of data on each iteration (say, maybe one day or one week - whatever ensures you will not hit the limit). It won't be the fastest code in the world, but it is the most respectful method to those who develop open source APIs because it allows them to track usage, etc.

Hi, thanks for your kind reply, still I have no idea how to loop over the time interval, here is my adjusted code, it will be very grateful if you can help me with this :slight_smile:


tickers <- c("LTCBTC", "ZRXBTC")
process <- function(x){
  klines <- rbindlist(lapply(
  c("LTCBTC", "ZRXBTC"),
  binance_klines,
  interval = '30m',
  start_time = '2017-09-01'))
}

portio <- do.call(rbind, lapply(tickers, process))

as I want to fetch data from 2017 - 2021

I think I need a bit more information to be able to help:

  1. What package are you using to make your API request?
  2. If you make a very small API request, how does the data come back?

Here is my API

res  =GET("https://github.com/binance-exchange/binance-official-api-docs/blob/master/rest-api.md"
          )
res
#klinecandlestick-data

options(stringsAsFactors = FALSE)

url  <- "https://api.binance.com"

path <- "/api/v3/exchangeInfo"

raw.result <- GET(url = url, path = path)

not.cool.data <- rawToChar(raw.result$content)

names("not.cool.data")

with this request


tickers <- c("LTCBTC", "ZRXBTC")
process <- 
  function(x){
  klines <- rbindlist(lapply(
  c("LTCBTC", "ZRXBTC"),
  binance_klines,
  interval = '30m',
  start_time = '2017-09-01'))
}

portio <- do.call(rbind, lapply(tickers, process))
class(portio)
toJSON(portio)


The outcome is the following

[1] "data.table" "data.frame"
[1] "{\"open_time\":[1504216800,1504218600,1504220400,1504222200,1504224000,1504225800,1504227600,1504229400,1504231200,1504233000,1504234800,1504236600,1504238400,1504240200,1504242000,1504243800,1504245600,1504247400,1504249200,1504251000,1504252800,1504254600,1504256400,1504258200,1504260000,1504261800,1504263600,1504265400,1504267200,1504269000,1504270800,1504272600,1504274400,1504276200,1504278000,1504279800,1504281600,1504283400,1504285200,1504287000,1504288800,1504290600,1504292400,1504294200,1504296000,1504297800,1504299600,1504301400,1504303200,1504305000,1504306800,1504308600,1504310400,1504312200,1504314000,1504315800,1504317600,1504319400,1504321200,1504323000,1504324800,1504326600,1504328400,1504330200,1504332000,1504333800,1504335600,1504337400,1504339200,1504341000,1504342800,1504344600,1504346400,1504348200,1504350000,1504351800,1504353600,1504355400,1504357200,1504359000,1504360800,1504362600,1504364400,1504366200,1504368000,1504369800,1504371600,1504373400,1504375200,1504377000,1504378800,1504380600,1504382400,1504384200,1504386000,1504387800,1504389600,1504391400,1504393200,1504395000,1504396800,1504398600,1504400400,1504402200,1504404000,1504405800,1504407600,1504409400,1504411200,1504413000,1504414800,1504416600,1504418400,1504420200,1504422000,1504423800,1504425600,1504427400,1504429200,1504431000,1504432800,1504434600,1504436400,1504438200,1504440000,1504441800,1504443600,1504445400,1504447200,1504449000,1504450800,1504452600,1504454400,1504456200,1504458000,1504459800,1504461600,1504463400,1504465200,1504467000,1504468800,1504470600,1504472400,1504474200,1504476000,1504477800,1504479600,1504481400,1504483200,1504485000,1504486800,1504488600,1504490400,1504492200,1504494000,1504495800,1504497600,1504499400,1504501200,1504503000,1504504800,1504506600,1504508400,1504510200,1504512000,1504513800,1504515600,1504517400,1504519200,1504521000,1504522800,1504524600,1504526400,1504528200,1504530000,1504531800,1504533600,1504535400,1504537200,1504539000,1504540800,1504542600,1504544400,1504546200,1504548000,1504549800,1504551600,1504553400,1504555200,1504557000,1504558800,1504560600,1504562400,1504564200,1504566000,1504567800,1504569600,1504571400,1504573200,1504575000,1504576800,1504578600,1504580400,1504582200,1504584000,1504585800,1504587600,1504589400,1504591200,1504593000,1504594800,1504596600,1504598400,1504600200,1504602000,1504603800,1504605600,1504607400,1504609200,1504611000,1504612800,1504614600,1504616400,1504618200,1504620000,1504621800,1504623600,1504625400,1504627200,1504629000,1504630800,1504632600,1504634400,1504636200,1504638000,1504639800,1504641600,1504643400,1504645200,1504647000,1504648800,1504650600,1504652400,1504654200,1504656000,1504657800,1504659600,1504661400,1504663200,1504665000,1504666800,1504668600,1504670400,1504672200,1504674000,1504675800,1504677600,1504679400,1504681200,1504683000,1504684800,1504686600,1504688400,1504690200,1504692000,1504693800,1504695600,1504697400,1504699200,1504701000,1504702800,1504704600,1504706400,1504708200,1504710000,1504711800,1504738800,1504740600,1504742400,1504744200,1504746000,1504747800,1504749600,1504751400,1504753200,1504755000,1504756800,1504758600,1504760400,1504762200,1504764000,1504765800,1504767600,1504769400,1504771200,1504773000,1504774800,1504776600,1504778400,1504780200,1504782000,1504783800,1504785600,1504787400,1504789200,1504791000,1504792800,1504794600,1504796400,1504798200,1504800000,1504801800,1504803600,1504805400,1504807200,1504809000,1504810800,1504812600,1504814400,1504816200,1504818000,1504819800,1504821600,1504823400,1504825200,1504827000,1504828800,1504830600,1504832400,1504834200,1504836000,1504837800,1504839600,1504841400,1504843200,1504845000,1504846800,1504848600,1504850400,1504852200,1504854000,1504855800,1504857600,1504859400,1504861200,1504863000,1504864800,1504866600,1504868400,1504870200,1504872000,1504873800,1504875600,1504877400,1504879200,1504881000,1504882800,1504884600,1504886400,1504888200,1504890000,1504891800,1504893600,1504895400,1504897200,1504899000,1504900800,1504902600,1504904400,1504906200,1504908000,1504909800,1504911600,1504913400,1504915200,1504917000,1504918800,1504920600,1504922400,1504924200,1504926000,1504927800,1504929600,1504931400,1504933200,1504935000,1504936800,1504938600,1504940400,1504942200,1504944000,1504945800,1504947600,1504949400,1504951200,1504953000,1504954800,1504956600,1504958400,1504960200,1504962000,1504963800,1504965600,1504967400,1504969200,1504971000,1504972800,1504974600,1504976400,1504978200,1504980000,1504981800,1504983600,1504985400,1504987200,1504989000,1504990800,1504992600,1504994400,1504996200,1504998000,1504999800,1505001600,1505003400,1505005200,1505007000,1505008800,1505010600,1505012400,1505014200,1505016000,1505017800,1505019600,1505021400,1505023200,1505025000,1505026800,1505028600,1505030400,1505032200,1505034000,1505035800,1505037600,1505039400,1505041200,1505043000,1505044800,1505046600,1505048400,1505050200,1505052000,1505053800,1505055600,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