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分享程序员开发的那些事...
且构网 - 分享程序员编程开发的那些事

如何使用R循环JSONP / JSON数据

更新时间:2023-01-16 10:19:50

不需要 tidyjson 。您将需要编写另一个函数/一组调用以获取总页数(超过1,400)以使用以下内容,但这应该是相当简单的。尝试将您的操作区分一些,并且可以使用 httr 的全部功能,当您可以参数化时:

No need for tidyjson. You will need to write another function/set of calls to get the total number of pages (it's over 1,400) to use the following, but that should be fairly straightforward. Try to compartmentalize your operations a bit more and use the full power of httr when you can to parameterize things:

library(dplyr)
library(jsonlite)
library(httr)
library(purrr)

get_pg <- function(i) {

  cat(".") # shows progress

  req <- httr::GET("http://svcs.ebay.com/services/search/FindingService/v1",
                   query=list(`OPERATION-NAME`="findItemsByKeywords",
                              `SERVICE-VERSION`="1.0.0",
                              `SECURITY-APPNAME`="xxxxxxxxxxxxxxxxxxx",
                              `GLOBAL-ID`="EBAY-US",
                              `RESPONSE-DATA-FORMAT`="JSON",
                              `REST-PAYLOAD`="",
                              `keywords`="harry potter",
                              `paginationInput.pageNumber`=i,
                              `paginationInput.entriesPerPage`=100))

  dat <- fromJSON(content(req, as="text", encoding="UTF-8"))

  map_df(dat$findItemsByKeywordsResponse$searchResult[[1]]$item, function(x) {

    data_frame(ITEMID=flatten_chr(x$itemId),
               TITLE=flatten_chr(x$title))

  })

}

# "10" will need to be the max page number. I wasn't about to 
# make 1,400 requests to ebay. I'd probably break them up into 
# sets of 30 or 50 and save off temporary data frames as rdata files
# just so you don't get stuck in a situation where R crashes and you
# have to get all the data again.

srch_dat <- map_df(1:10, get_pg)

srch_dat

## Source: local data frame [1,000 x 2]
## 
##          ITEMID                                                                            TITLE
##           (chr)                                                                            (chr)
## 1  371533364795                 Harry Potter: Complete 8-Film Collection (DVD, 2011, 8-Disc Set)
## 2  331128976689                   HOT New Harry Potter 14.5" Magical Wand Replica Cosplay In Box
## 3  131721213216                 Harry Potter: Complete 8-Film Collection (DVD, 2011, 8-Disc Set)
## 4  171430021529   New Harry Potter Hermione Granger Rotating Time Turner Necklace Gold Hourglass
## 5  261597812013            Harry Potter Time Turner+GOLD Deathly Hallows Charm Pendant necklace 
## 6  111883750466                 Harry Potter: Complete 8-Film Collection (DVD, 2011, 8-Disc Set)
## 7  251947403227                   HOT New Harry Potter 14.5" Magical Wand Replica Cosplay In Box
## 8  351113839731 Marauder's Map Hogwarts Wizarding World Harry Potter Warner Bros LIMITED **NEW**
## 9  171912724869 Harry Potter Time Turner Necklace Hermione Granger Rotating Spins Gold Hourglass
## 10 182024752232  Harry Potter : Complete 8-Film Collection (DVD, 2011, 8-Disc Set) Free Shipping
## ..          ...                                                                              ...