I am trying to extract data from Localytics using R. Here is the snippet of code I'm using:
library(httr)
localytics_url = 'https://api.localytics.com/v1/query'
r <- POST(url = localytics_url,
body=list(
app_id=app_id,
metrics=c("users","revenue"),
dimensions=c("day","birth_day"),
conditions=list(
day=c("between", "2015-02-01", "2015-04-01")
)
),
encode="json",
authenticate(key,secret),
accept("application/json"),
content_type("application/json")
)
stop_for_status(r)
content(r)
But the output I get from content is binary, and not a json. I'm confused. Furthermore if I try to look at the object 'r', I see
Response [https://api.localytics.com/v1/query]
Date: 2015-04-14 15:18
Status: 200
Content-Type: application/vnd.localytics.v1+hal+json;type=ResultSet; charset=utf-8
Size: 1.02 MB
<BINARY BODY>
I don't understand why it's a binary body or how to convert it back. Can anyone provide me any help/clues?
I've also tried this with Rcurl using the following code:
cainfo = system.file("CurlSSL", "cacert.pem", package = "RCurl")
object <- getForm(uri=localytics_url, app_id=app_id, metrics="customers", dimensions="day", conditions = toJSON(list(day=c("between", "2015-01-01", "2015-04-09"))), .opts=curlOptions(userpwd=sprintf("%s:%s", key, password))
But that generates the error
Error in function (type, msg, asError = TRUE) :
SSL certificate problem: unable to get local issuer certificate
So I'm a bit stumped.
######## Added April 15, 2015First thanks to MrFlick for his help so far. I got it to work with
contents=content(r, as="text")
Thanks very much for your help. I (think I) had tried that before and then went on to try and extract it to an R data format using fromJSON, but I was using the rjson library, and the jsonlite package worked for me.
I appreciate your patience.
Here's a complete sample of code on how you would get the data, and then extract the results and view them as a table.
library(httr)
library(jsonlite)
response <- POST(url = 'https://api.localytics.com/v1/query',
body=list(
app_id='APP_ID',
metrics='sessions',
conditions=list(
day=c("between", format(Sys.Date() - 31, "%Y-%m-%d"), format(Sys.Date() - 1, "%Y-%m-%d"))
),
dimensions=c('new_device','day')
),
encode="json",
authenticate('KEY','SECRET'),
accept("application/json"),
content_type("application/json"))
stop_for_status(response)
# Convert the content of the result to a string, you can load with jsonlite
result <- paste(rawToChar(response$content), collapse = "")
# Useful to print your result incase you are getting any errors
print(result)
# Load your data with jsonlite
document <- fromJSON(result)
# The results tag contains the table of data you need
View(document$results)