Tools to Work with the 'Splash' JavaScript Rendering Service in R
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

281 line
13 KiB

7 年之前
7 年之前
[![Travis-CI Build Status](https://travis-ci.org/hrbrmstr/splashr.svg?branch=master)](https://travis-ci.org/hrbrmstr/splashr) [![Coverage Status](https://img.shields.io/codecov/c/github/hrbrmstr/splashr/master.svg)](https://codecov.io/github/hrbrmstr/splashr?branch=master) [![CRAN\_Status\_Badge](http://www.r-pkg.org/badges/version/splashr)](https://cran.r-project.org/package=splashr) [![](http://cranlogs.r-pkg.org/badges/splashr)](http://cran.rstudio.com/web/packages/splashr/index.html)
# `splashr` : Tools to Work with the 'Splash' JavaScript Rendering Service
7 年之前
7 年之前
TL;DR: This package works with Splash rendering servers which are really just a REST API & `lua` scripting interface to a QT browser. It's an alternative to the Selenium ecosystem which was really engineered for application testing & validation.
7 年之前
Sometimes, all you need is a page scrape after javascript has been allowed to roam wild and free over meticulously crafted HTML tags. So, this package does not do *everything* Selenium can in pure R (though, the Lua interface is equally as powerful and accessible via R), but if you're just trying to get a page back that needs javascript rendering, this is a nice, lightweight, consistent alternative.
7 年之前
It's also an alternative to the somewhat abandoned `phantomjs` (which you can use in R within or without a Selenium context as it's it's own webdriver) and it may be useful to compare renderings between this package & `phantomjs`.
7 年之前
The package uses the [`stevedore`](https://github.com/richfitz/stevedore) package to orchestrate Docker on your system (if you have Docker and more on how to use the `stevedore` integration below) but you can also do get it running in Docker on the command-line with two commands:
7 年之前
sudo docker pull scrapinghub/splash:3.0
sudo docker run -p 5023:5023 -p 8050:8050 -p 8051:8051 scrapinghub/splash:3.0
Do whatever you Windows ppl do with Docker on your systems to make ^^ work.
Folks super-new to Docker on Unix-ish platforms should [make sure to do](https://github.com/hrbrmstr/splashr/issues/3#issuecomment-280686494):
sudo groupadd docker
sudo usermod -aG docker $USER
(`$USER` is your username and shld be defined for you in the environment)
7 年之前
If using the [`stevedore`](https://github.com/richfitz/stevedore) package you can use the convience wrappers in this pacakge:
install_splash()
splash_container <- start_splash()
and then run:
stop_splash(splash_container)
when done. All of that happens on your localhost and you will not need to specify `splash_obj` to many of the `splashr` functions if you're running Splash in this default configuration as long as you use named parameters. You can also use the pre-defined `splash_local` object if you want to use positional parameters.
Now, you can run Selenium in Docker, so this is not unique to Splash. But, a Docker context makes it so that you don't have to run or maintain icky Python stuff directly on your system. Leave it in the abandoned warehouse district where it belongs.
7 年之前
All you need for this package to work is a running Splash instance. You provide the host/port for it and it's scrape-tastic fun from there!
7 年之前
### About Splash
> 'Splash' <https://github.com/scrapinghub/splash> is a javascript rendering service. It’s a lightweight web browser with an 'HTTP' API, implemented in Python using 'Twisted'and 'QT' \[and provides some of the core functionality of the 'RSelenium' or 'seleniumPipes' R packages but with a Java-free footprint\]. The (twisted) 'QT' reactor is used to make the sever fully asynchronous allowing to take advantage of 'webkit' concurrency via QT main loop. Some of Splash features include the ability to process multiple webpages in parallel; retrieving HTML results and/or take screenshots; disabling images or use Adblock Plus rules to make rendering faster; executing custom JavaScript in page context; getting detailed rendering info in HAR format.
7 年之前
The following functions are implemented:
7 年之前
- `render_html`: Return the HTML of the javascript-rendered page.
- `render_har`: Return information about Splash interaction with a website in [HAR](http://www.softwareishard.com/blog/har-12-spec/) format.
7 年之前
- `render_jpeg`: Return a image (in JPEG format) of the javascript-rendered page.
- `render_png`: Return a image (in PNG format) of the javascript-rendered page.
- `execute_lua`: Execute a custom rendering script and return a result.
7 年之前
- `splash`: Configure parameters for connecting to a Splash server
- `install_splash`: Retrieve the Docker image for Splash
- `start_splash`: Start a Splash server Docker container
- `stop_splash`: Stop a running a Splash server Docker container
7 年之前
Mini-DSL (domain-specific language). These can be used to create a "script" without actually scripting in Lua. They are a less-powerful/configurable set of calls than what you can make with a full Lua function but the idea is to have it take care of very common but simple use-cases, like waiting a period of time before capturing a HAR/HTML/PNG image of a site:
7 年之前
- `splash_plugins`: Enable or disable browser plugins (e.g. Flash).
- `splash_click`: Trigger mouse click event in web page.
- `splash_focus`: Focus on a document element provided by a CSS selector
- `splash_images`: Enable/disable images
- `splash_response_body`: Enable or disable response content tracking.
- `splash_go`: Go to an URL.
- `splash_wait`: Wait for a period time
- `splash_har`: Return information about Splash interaction with a website in HAR format.
- `splash_html`: Return a HTML snapshot of a current page.
- `splash_png`: Return a screenshot of a current page in PNG format.
- `splash_press`: Trigger mouse press event in web page.
- `splash_release`: Trigger mouse release event in web page.
- `splash_send_keys`: Send keyboard events to page context.
- `splash_send_text`: Send text as input to page context, literally, character by character.
- `splash_user_agent`: Overwrite the User-Agent header for all further requests. NOTE: There are many "helper" user agent strings to go with `splash_user_agent`. Look for objects in `splashr` starting with `ua_`.
7 年之前
`httr` helpers. These help turn various bits of `splashr` objects into `httr`-ish things:
- `as_req`: Turn a HAR response entry into a working `httr` function you can use to make a request with
- `as_request`: Turn a HAR response entry into an `httr` `response`-like object (i.e. you can use `httr::content()` on it)
Helpers:
- `get_body_size`: Retrieve size of content | body | headers
- `get_content_sie`: Retrieve size of content | body | headers
- `get_content_type` Retrieve or test content type of a HAR request object
- `get_headers_size` Retrieve size of content | body | headers
- `is_binary`: Retrieve or test content type of a HAR request object
- `is_content_type`: Retrieve or test content type of a HAR request object
- `is_css`: Retrieve or test content type of a HAR request object
- `is_gif`: Retrieve or test content type of a HAR request object
- `is_html`: Retrieve or test content type of a HAR request object
- `is_javascript`: Retrieve or test content type of a HAR request object
- `is_jpeg`: Retrieve or test content type of a HAR request object
- `is_json`: Retrieve or test content type of a HAR request object
- `is_plain`: Retrieve or test content type of a HAR request object
- `is_png`: Retrieve or test content type of a HAR request object
- `is_svg`: Retrieve or test content type of a HAR request object
7 年之前
- `is_xhr`: Retrieve or test content type of a HAR request object
- `is_xml`: Retrieve or test content type of a HAR request object
Some functions from `HARtools` are imported/exported and `%>%` is imported/exported.
7 年之前
### TODO
Suggest more in a feature req!
7 年之前
- <strike>Implement `render.json`</strike>
7 年之前
- <strike>Implement "file rendering"</strike>
- <strike>Implement `execute` (you can script Splash!)</strike>
7 年之前
- <strike>Add integration with [`HARtools`](https://github.com/johndharrison/HARtools)</strike>
- <strike>*Possibly* writing R function wrappers to install/start/stop Splash</strike> which would also support enabling javascript profiles, request filters and proxy profiles from with R directly, using [`harbor`](https://github.com/wch/harbor)
- Re-implement `render_file()`
7 年之前
- Testing results with all combinations of parameters
7 年之前
### Installation
``` r
5 年之前
devtools::install_git("https://git.sr.ht/~hrbrmstr/splashr")
# or
devtools::install_git("https://gitlab.com/hrbrmstr/splashr.git")
# or
5 年之前
devtools::install_github("hrbrmstr/splashr")
```
7 年之前
### Usage
NOTE: ALL of these examples assume Splash is running in the default configuraiton on `localhost` (i.e. started with `start_splash()` or the docker example commands) unless otherwise noted.
7 年之前
``` r
library(splashr)
library(magick)
library(rvest)
library(anytime)
library(tidyverse)
7 年之前
# current verison
packageVersion("splashr")
```
## [1] '0.6.0'
7 年之前
``` r
splash_active()
7 年之前
```
## [1] TRUE
7 年之前
``` r
splash_debug()
7 年之前
```
## List of 7
## $ active : list()
## $ argcache: int 0
7 年之前
## $ fds : int 19
7 年之前
## $ leaks :List of 4
## ..$ Deferred : int 50
## ..$ LuaRuntime: int 1
## ..$ QTimer : int 1
## ..$ Request : int 1
7 年之前
## $ maxrss : int 191004
7 年之前
## $ qsize : int 0
## $ url : chr "http://localhost:8050"
7 年之前
## - attr(*, "class")= chr [1:2] "splash_debug" "list"
## NULL
Notice the difference between a rendered HTML scrape and a non-rendered one:
``` r
render_html(url = "http://marvel.com/universe/Captain_America_(Steve_Rogers)")
7 年之前
```
## {xml_document}
## <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en" dir="ltr">
7 年之前
## [1] <head>\n<script src="http://widget-cdn.rpxnow.com/manifest/login?version=release%2F1.116.0_widgets_767" type="tex ...
## [2] <body id="index-index" class="index-index" onload="findLinks('myLink');">\n\n\t<div id="page_frame" style="overfl ...
7 年之前
``` r
xml2::read_html("http://marvel.com/universe/Captain_America_(Steve_Rogers)")
7 年之前
```
## {xml_document}
## <html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en" dir="ltr">
## [1] <head>\n<meta http-equiv="X-UA-Compatible" content="IE=Edge">\n<link href="https://plus.google.com/10852333737344 ...
## [2] <body id="index-index" class="index-index" onload="findLinks('myLink');">\n\n\t<div id="page_frame" style="overfl ...
You can also profile pages:
``` r
render_har(url = "http://www.poynter.org/") -> har
print(har)
```
## --------HAR VERSION--------
## HAR specification version: 1.2
## --------HAR CREATOR--------
## Created by: Splash
## version: 3.0
## --------HAR BROWSER--------
## Browser: QWebKit
## version: 602.1
## --------HAR PAGES--------
7 年之前
## Page id: 1 , Page title: Poynter - A global leader in journalism.
## --------HAR ENTRIES--------
7 年之前
## Number of entries: 81
## REQUESTS:
## Page: 1
7 年之前
## Number of entries: 81
## - http://www.poynter.org/
7 年之前
## - https://www.poynter.org/
## - https://www.google-analytics.com/analytics.js
## - https://www.googletagservices.com/tag/js/gpt.js
## - https://www.poynter.org/core/themes/stable/css/system/components/ajax-progress.module.css?ovintj
## ........
## - https://www.poynter.org/themes/custom/poynter_theme/fonts/PoynterGothicTextCond/PoynterGothicTextCond-Bold.woff2
## - https://www.poynter.org/themes/custom/poynter_theme/fonts/PoynterOSDisplay/PoynterOSDisplay-Bold.woff2
## - https://www.poynter.org/themes/custom/poynter_theme/fonts/PoynterOSDisplay/PoynterOSDisplay-Semibold.woff2
## - https://www.poynter.org/themes/custom/poynter_theme/fonts/PoynterSerifRE/PoynterSerifRE-Italic.woff2
## - https://www.poynter.org/themes/custom/poynter_theme/fonts/PoynterSerifRE/PoynterSerifRE-BoldItalic.woff2
You can use [`HARtools::HARviewer`](https://github.com/johndharrison/HARtools/blob/master/R/HARviewer.R) — which this pkg import/exports — to get view the HAR in an interactive HTML widget.
Full web page snapshots are easy-peasy too:
7 年之前
``` r
render_png(url = "http://www.marveldirectory.com/individuals/c/captainamerica.htm")
7 年之前
```
![](img/cap.png)
``` r
render_jpeg(url = "http://static2.comicvine.com/uploads/scale_small/3/31666/5052983-capasr2016001-eptingvar-18bdb.jpg")
7 年之前
```
![](img/cap.jpg)
### Executing custom Lua scripts
``` r
lua_ex <- '
function main(splash)
splash:go("http://rud.is/b")
splash:wait(0.5)
local title = splash:evaljs("document.title")
return {title=title}
end
'
splash_local %>% execute_lua(lua_ex) -> res
rawToChar(res) %>%
jsonlite::fromJSON()
```
## $title
## [1] "rud.is | \"In God we trust. All others must bring data\""
### Interacting With Flash sites
``` r
splash_local %>%
splash_plugins(TRUE) %>%
splash_go("https://gis.cdc.gov/GRASP/Fluview/FluHospRates.html") %>%
splash_wait(4) %>%
splash_click(460, 550) %>%
splash_wait(2) %>%
splash_click(230, 85) %>%
splash_wait(2) %>%
splash_png()
```
<img src="img/flash.png" width="50%"/>
7 年之前
``` r
stop_splash(splash_vm)
```
7 年之前
### Code of Conduct
Please note that this project is released with a [Contributor Code of Conduct](CONDUCT.md). By participating in this project you agree to abide by its terms.