SmartReader
A library to extract the main content of a web page, removing ads, sidebars, etc.
[TOC]
What and Why
This library supports the .NET Standard 2.0. It is a port of Mozilla Readability. The original library is stable and used in production inside Firefox. By relying on a library maintained by a competent organization like Mozilla we can piggyback on their hard and well-tested work.
SmartReader also added some improvements on the original library, getting more and better metadata:
- site name
- an author and publication date
- the language
- the excerpt of the article
- the featured image
- a list of images found (it can optionally also download them and store as data URI)
- an estimate of the time needed to read the article
Some of these fields are now present in the original library.
It also allows to perform custom operations before and after extracting the article.
Feel free to suggest new features.
Installation
It is trivial using the NuGet package.
PM> Install-Package SmartReader
Usage
There are mainly two ways to use the library. The first is by creating a new Reader
object, with the URI as the argument, and then calling the GetArticle
method to obtain the extracted Article
. The second one is by using one of the static methods ParseArticle
of Reader
directly, to return an Article
. Both ways are available also through an async method, called respectively GetArticleAsync
and ParseArticleAsync
.
The advantage of using an object, instead of the static method, is that it gives you the chance to set some options.
There is also the option to parse directly a String or Stream that you have obtained by some other way. This is available either with ParseArticle
methods or by using the proper Reader
constructor. In either case, you also need to give the original URI. It will not re-download the text, but it needs the URI to make some checks and fixing the links present on the page. If you cannot provide the original uri, you can use a fake one, like https:\\localhost
.
If the extraction fails to extract an article, the returned Article
object will have the field IsReadable
set to false
.
If fetching the resource fails, the library will catch the HttpRequestException
, set IsReadable
to false
, Completed
to false
and add an Exception to the list of Errors
.
The content of the article is unstyled, but it is wrapped in a div
with the id readability-content
that you can style yourself.
The library tries to detect the correct encoding of the text, if the correct tags are present in the text.
On the Article
object you can call GetImagesAsync
to obtain a Task for a list of Image
objects, representing the images found in the extracted article. The method is async because it makes HEAD Requests, to obtain the size of the images and only returns the ones that are bigger than the specified size. The size by default is 75KB.
This is done to exclude things such as images used in the UI.
On the Article
object you can also call ConvertImagesToDataUriAsync
to inline the images found in the article using the data URI scheme. The method is async. This will insert the images into the Content
property of the Article
. This may significantly increase the size of Content
. This data URI scheme is not efficient, because is using Base64 to encode the bytes of the image. Base64 encoded data is approximately 33% larger than the original data. The purpose of this method is to provide an offline article that can be fully stored long term. This is useful in case the original article is not accessible anymore. The method only converts the images that are bigger than the specified size. The size by default is 75KB. This is done to exclude things such as images used in the UI. Notice that this method will not store elements such as embedded videos, so they will still be requested over the network, if present.
Examples
Using the GetArticle
method.
SmartReader.Reader sr = new SmartReader.Reader("https://arstechnica.com/information-technology/2017/02/humans-must-become-cyborgs-to-survive-says-elon-musk/");
sr.Debug = true;
sr.LoggerDelegate = Console.WriteLine;
SmartReader.Article article = sr.GetArticle();
var images = article.GetImagesAsync();
if(article.IsReadable)
{
// do something with it
}
Using the ParseArticle
static method.
SmartReader.Article article = SmartReader.Reader.ParseArticle("https://arstechnica.com/information-technology/2017/02/humans-must-become-cyborgs-to-survive-says-elon-musk/");
if(article.IsReadable)
{
// do something with it
}
Settings
int
MaxElemsToParse
Max number of nodes supported by this parser.
Default: 0 (no limit)int
NTopCandidates
The number of top candidates to consider when analyzing how tight the competition is among candidates.
Default: 5bool
Debug
Set the Debug option. If set to true the library writes the data on Logger.
Default: falseAction<string>
LoggerDelegate
Delegate of a function that accepts as argument a string; it will receive log messages.
Default: does not do anythingReportLevel
Logging
Level of information written with theLoggerDelegate
. The valid values are the ones for the enumReportLevel
: Issue or Info. The first level logs only errors or issue that could prevent correctly obtaining an article. The second level logs all the information needed for debugging a problematic article.
Default: ReportLevel.Issuebool
ContinueIfNotReadable
The library tries to determine if it will find an article before actually trying to do it. This option decides whether to continue if the library heuristics fails. This value is ignored if Debug is set to true
Default: trueint
CharThreshold
The minimum number of characters an article must have in order to return a result.
Default: 500String[]
ClassesToPreserve
The CSS classes that must be preserved in the article.
Default: ["page"]bool
DisableJSONLD
The library look first at JSON-LD to determine metadata. This setting gives you the option of disabling it
Default: falseDictionary<string, int>
MinContentLengthReadearable
The minimum node content length used to decide if the document is readerable (i.e., the library will find something useful).
You can provide a dictionary with values based on language.
Default: 140int
MinScoreReaderable
The minumum cumulated 'score' used to determine if the document is readerable
Default: 20Func<IElement, bool>
IsNodeVisible
The function used to determine if a node is visible. Used in the process of determining if the document is readerable
Default: NodeUtility.IsProbablyVisiblebool
ForceHeaderEncoding
Whether to force the encoding provided in the response header. This will convert the stream to the encoding set in the header before passing it to the HTML parser
Default: falseint
AncestorsDepth
The default level of depth a node must have to be used for scoring.Nodes without as many ancestors as this level are not counted
Default: 5int
ParagraphThreshold
The default number of characters a node must have in order to be used for scoring
Default: 25linkDensityModifier
(number, default0.0
): a number that is added to the base link density threshold during the shadiness checks. This can be used to penalize nodes with a high link density or vice versa.
Settings Notes
The settings MinScoreReaderable
, CharThreshold
and MinContentLengthReadearable
are used in the process of determining if an article is readerable or if the result found is valid.
The algorithm for scoring assign some score to each valid node, then it determines the best node depending on their relationships, i.e., what score ancestors and descendants of the node have. The settings NTopCandidates
, AncestorsDepth
and ParagraphThreshold
can help you customize this process. It makes sense to change them if you are interested in some sites that uses a particular style or design of coding.
The settings ParagraphThreshold
, MinContentLengthReadearable
and CharThreshold
should be customized for content written in non-alphabetical languages.
Article Model
Uri
Uri
Original UriString
Title
TitleString
Byline
Byline of the article, usually containing author and publication dateString
Dir
Direction of the textString
FeaturedImage
The main image of the articleString
Content
Html content of the articleString
TextContent
The plain text of the article with basic formattingString
Excerpt
A summary of the article, based on metadata or first paragraphString
Language
Language string (es. 'en-US')Dictionary<string, Uri>
AlternativeLanguageUris
Contains URIs for pages in alternative languages, where the key is the language code (es. 'en-US': 'https://www.example.com/en')String
Author
Author of the articleString
SiteName
Name of the site that hosts the articleint
Length
Length of the text of the articleTimeSpan
TimeToRead
Average time needed to read the articleDateTime?
PublicationDate
Date of publication of the articlebool
IsReadable
Indicate whether we successfully find an articlebool
Completed
Indicate whether we completed the process without getting an Exception (for instance, the HTTP request returned 403 Forbidden)List<Exception>
Errors
The list of errors generated during the process
It's important to be aware that the fields Byline, Author and PublicationDate are found independently of each other. So there might be some inconsistencies and unexpected data. For instance, Byline may be a string in the form "@Date by @Author" or "@Author, @Date" or any other combination used by the publication.
The TimeToRead calculation is based on the research found in Standardized Assessment of Reading Performance: The New International Reading Speed Texts IReST. It should be accurate if the article is written in one of the languages in the research, but it is just an educated guess for the others languages.
The FeaturedImage property holds the image indicated by the Open Graph or Twitter meta tags. If neither of these is present, and you called the GetImagesAsync
method, it will be set with the first image found.
The TextContent property is based on the pure text content of the HTML (i.e., the concatenations of text nodes. Then we apply some basic formatting, like removing double spaces or the newlines left by the formatting of the HTML code. We also add meaningful newlines for P and BR nodes.
The IsReadable property will be false if no article was extracted, whatever the reason (i.e., the algorithm did not found anything valuable or the request failed). The property Completed just indicated whether the process completed correctly or not. Previously we left to the user of the library to manage exceptions, but now we try to handle them ourselves.
Demo & Console Projects
The demo project is a simple ASP.NET Core webpage that allows you to input an address and see the results of the library.
The console project is a Console program that allows you to see the results of the library on a random test page.
Notes
Requesting Web Pages Using .NET HTTP APIs
Any request made with certain HTTP APIs of .NET (like HttpClient, WebClient, etc.) follows the permitted values of security protocols that are set in the property ServicePointManager.SecurityProtocol
. So, it determines which versions of the TLS protocol can use. In recent versions of .NET Framework (and other .NETs platforms) the default value of this property has been changed to SecurityProtocolType.SystemDefault
which basically means whatever combinations of values is deemed the best by the current framework. This is the ideal value because if any TLS version stops being secure the code does not need to be updated.
This might cause some issues, because a web server might not be able to fulfill the request. Usually this is because it uses an old version of the SSL/TLS protocol like SSL 3.0. SmartReader neither specifies a SecurityProtocol
value for the requests made with its internal HttpClient, nor it provides a method to change it. That's because if we did that this would affect all requests made with certain HTTP APIs, even the ones made by other parts of your code. So, if you need to access some article on an old, insecure web server you might set the proper value of SecurityProtocol
yourself.
ServicePointManager.SecurityProtocol = SecurityProtocolType.Ssl3 | SecurityProtocolType.Tls | SecurityProtocolType.Tls11 | SecurityProtocolType.Tls12;
Alternatively, you can retrieve the content yourself in some other way and just use SmartReader to extract the article from the text.
Security of Untrusted Input
SmartReader does not perform any security check on the input. If you are using SmartReader with untrusted input and you are displaying the content to the user, it is your responsibility to make sure that nothing bad happens.
The Readability team suggests using a sanitizer library. On .NET you could the HTML Sanitizer library. They also recommend using CSP to add further defense-in-depth restrictions to what you allow the resulting content to do.
Potential Thread Issues When Using Synchronous Methods
There are potential issues in using synchronous methods. That is because the underlying methods to request HTTP content provided by .NET are all asynchronous. So when you call a synchronous method of SmartReader, behind the scene we actually have still to call an asynchronous method to download the content and wait for the call to finish.
As pointed out by theolivenbaum, this can lead to issues:
you can easily get on thread starvation issues when using synchronous methods over asynchronous.
Keys and Values for MinContentLengthReaderable
The keys of MinContentLengthReaderable
should be the English name of languages, as defined for the CultureInfo
class. The dictionary should also contain a Default
key. For example, something like the following.
{
{ "Default", 140 },
{ "English", 140 },
{ "Italian", 160 }
};
If you need to provide language-specific minimum content length, a good starting point may be the characters per minute settings in the TimeToReadCalculator
class. These values represent how many characters per minute a reader of the language is typically able to read. We do not provide default values ourselves, because we do not have example articles to calculate meaningful values for each language.
License
The project uses the Apache License.