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Beautiful Soup documentation Beautiful Soup Documentation by leonardr segfault.
You may be looking for the Beautiful Soup 3 only works on Python 2.
Beautiful Soup 4 is faster, has more features, and works with third-party parsers like lxml and html5lib.
You should use Beautiful Soup monte carlo casino code 2020 for all new projects, and you should port any existing projects to Beautiful Soup 4.
Beautiful Soup 3 will be discontinued on or after December 31, 2020.
It provides simple, idiomatic ways of navigating, searching, and modifying the parse tree.
It commonly saves programmers hours or days of work.
There's also a Ruby port called.
This document illustrates all major features of Beautiful Soup version 3.
It shows you what the library is good for, how it works, how to use it, how to make it do what you want, and what to do when it violates your expectations.
The describes differences between 3.
Include Beautiful Soup in your application with a line like one of the following: from BeautifulSoup import BeautifulSoup For processing HTML from BeautifulSoup import BeautifulStoneSoup For processing XML import BeautifulSoup To get everything If you get the message "No module named BeautifulSoup", but you know Beautiful Soup is installed, you're probably using the Beautiful Soup 4 beta.
Use this code instead: from bs4 import BeautifulSoup To get everything This document only covers Beautiful Soup 3.
Beautiful Soup 4 has some slight differences; see the README.
Here's some code demonstrating the basic features of Beautiful Soup.
You can copy and paste this code into a Python session to run it yourself.
This is paragraph two.
Here are some ways to navigate the soup: soup.
Here's a real-world example.
It parses the document and creates a corresponding data structure in memory.
If you give Beautiful Soup a perfectly-formed document, the parsed data structure looks just like the original document.
But if there's something wrong with the document, Beautiful Soup uses heuristics to figure out a reasonable structure for the data structure.
Use the BeautifulSoup class to parse an HTML document.
For instance, tags go inside tags, not the other way around.
That document isn't valid HTML, but it's not too bad either.
Here's a really horrible document.
Among other problems, it's got a tag that starts outside of a tag and ends inside the tag.
HTML like this was found on a website run by a major web company.
The author of the original document probably intended the tag to extend to the end of the table, but Beautiful Soup has no way of knowing that.
Even in a bizarre case like this, Beautiful Soup parses the invalid document and gives you access to all the data.
The BeautifulSoup class is full of web-browser-like heuristics for divining the intent of HTML authors.
But XML doesn't have a fixed tag set, so those heuristics don't apply.
So BeautifulSoup doesn't do XML very well.
Use the BeautifulStoneSoup class to parse XML documents.
HTML has a fixed set of self-closing tags, but with XML it depends on mt pleasant mi casino fireworks 2020 the DTD says.
You can also and give it your own heuristics.
By the time your document is parsed, it has been transformed into Unicode.
Beautiful Soup stores only Unicode strings in its data structures.
If you need to do this for other documents without using Beautiful Soup to parse themyou can use UnicodeDammit by itself.
It's heavily based on code from the.
go here you're running an older version of Python than 2.
Also install the library, for better autodetection.
If Beautiful Soup finds this kind of encoding within the document, it parses the document again from the beginning and gives the new encoding a try.
The only exception is if you explicitly specified an encoding, and that encoding actually worked: then it will ignore any encoding it finds in the document.
But for documents with no declarations and in strange encodings, it will often not be able to guess.
It will fall back to Windows-1252, which will probably be wrong.
Here's an EUC-JP example where Beautiful Soup guesses the encoding wrong.
Again, because it uses EUC-JP, this example will only work if you are running Python 2.
just click for source if you specify the encoding with fromEncoding, it parses the document correctly, and can convert it to UTF-8 or back to EUC-JP.
Rather than transforming those characters into their Unicode equivalents, Beautiful Soup transforms them into HTML entities BeautifulSoup or XML entities BeautifulStoneSoup.
You can also pass in "xml" or "html" for smartQuotesTo, to change the default behavior of BeautifulSoup and BeautifulStoneSoup.
You can also use the unicode function to get the whole document as a Unicode string.
The prettify method adds strategic newlines and spacing to make the structure of the document obvious.
It also strips out text bdo custom quick slot 2020 that contain only whitespace, which might change the meaning of an XML document.
The str and unicode functions don't strip out text nodes that contain only whitespace, and they don't add any whitespace between nodes either.
The default encoding the one used by str is UTF-8.
This means that if you load an HTML document into BeautifulSoup and print it back out, not only should the HTML be cleaned up, but it should be transparently converted to UTF-8.
So far we've focused on loading documents and writing them back out.
Most of the time, though, you're interested in the parse tree: the data structure Beautiful Soup builds as it parses the document.
A parser object an instance of Bdo custom quick slot 2020 or BeautifulStoneSoup is a deeply-nested, learn more here data structure that corresponds to the structure of an XML or HTML document.
The parser object contains two other types of objects: Tag objects, which correspond to tags like the tag and the tags; and NavigableString objects, which correspond to strings like "Page title" and "This is paragraph".
There are also some subclasses of NavigableString CData, Comment, Declaration, and ProcessingInstructionwhich correspond to click here XML constructs.
They act like NavigableStrings, except that when it's time to print them out they have some extra data attached to them.
This is paragraph two.
Tag and NavigableString objects have lots of useful members, most of which are covered in and.
However, there's one aspect of Tag objects we'll cover here: the attributes.
SGML tags have attributes:.
All Tag objects have all of the members listed below though the actual value of the member may be None.
NavigableString objects have all of them except for contents and string.
Inthe parent of the Tag is the Tag.
The parent of the Tag is the BeautifulSoup parser object itself.
The parent of the parser object is None.
By following parent, you can move up the parse tree: soup.
With contents you move down the tree.
Only the top-level parser object and Tag objects have contents.
NavigableString objects are just strings and can't contain sub-elements, so they don't have contents.
Inthe contents of the first Tag is a list containing a NavigableString "This is paragraph "a Tag, and another NavigableString ".
The contents of the Tag: a list containing a NavigableString "one".
That's the string contained in the first Tag in the parse tree.
Inthe nextSibling of the Tag is the Tag, because the Tag is the next thing directly beneath the Tag.
The nextSibling of the tag is None, because there's nothing else directly beneath the Tag.
The previousSibling of the Tag inside the second Tag is the NavigableString "This is paragraph".
The previousSibling of that NavigableString is None, not anything inside the first Tag.
For instance, the next of the Tag is the Tag, not the Tag.
This is because, inthe tag comes immediately after the tag.
You usually won't have to use these members, but sometimes it's the easiest way to get to casino promo codes 1 million 2020 buried inside the parse tree.
You can iterate over the contents of a Tag by treating it as a list.
This is a useful shortcut.
Similarly, to see how many child nodes a Tag has, you can call len tag instead of len tag.
In terms of : for i in soup.
This is paragraph two.
We've been doing it throughout these examples.
In terms ofsoup.
If there aren't any Tags bdo custom quick slot 2020 mytag, then mytag.
You can use this to traverse the parse tree very quickly: soup.
For instance, if you're not worried about tags in weird places outside of the tag, you can just use soup.
You don't have to use soup.
These members actually alias to the first method, covered.
I mention it here because the alias makes it very easy to zoom in on an interesting part of a well-known parse tree.
An alternate form of this idiom lets you access the first tag as.
This is useful if you like to be more explicit about what you're doing, or if you're parsing XML whose tag names conflict with the names of Beautiful Soup methods and members.
Beautiful Soup provides many methods that traverse the parse tree, gathering Tags and NavigableStrings that match criteria you specify.
This is paragraph two.
Incidentally, the two methods described in this section findAll and find are available only to Tag objects and the top-level parser objects, not to NavigableString objects.
The methods defined in are also available to NavigableString objects.
The findAll method traverses the tree, starting at the given point, and finds all the Tag and NavigableString objects that match the criteria you give.
The most important arguments are name and the keyword arguments.
There are several ways to restrict the name, and these too show up over and over again throughout the Beautiful Soup API.
This code finds all the Tags in the document: soup.
These two calls find all the and all the tags.
They work the same way, but the second call runs faster: soup.
Every Tag object that findAll encounters will be passed into this object, and if the call returns True then the tag is considered to bdo custom quick slot 2020 />This code finds the tags that have two, and only two, attributes: soup.
This simple example finds all the tags which have a value of "center" for their "align" attribute: soup.
You can pass a string, as seen above, to restrict an attribute to a single value.
You can also pass a regular expression, a list, a hash, the special values True or None, or a callable that takes the attribute value as its argument note that the value may be None.
True matches a tag that has any value for the given attribute, and None matches a tag that has no value for the given attribute.
What if you have a document with a tag that defines an attribute called name?
You can't use a keyword argument called name because the Beautiful Soup search methods already define a name argument.
You also can't use a Python reserved word like for as a keyword argument.
Beautiful Soup provides a special argument called attrs which you can use in these situations.
It's very useful to search for a tag that has a certain CSS class, but the name of the CSS attribute, class, is also a Python reserved word.
You could search by CSS class with soup.
Instead, you can pass a string for attrs instead of a dictionary.
The string will be used to restrict the CSS class.
Its value can be a string, a regular expression, a list or dictionary, True or None, or a callable that takes a NavigableString object as its argument: soup.
If you know that's all you need to search, you can save some time this way.
If there are a thousand tables in your document, but you see more need the fourth one, pass in 4 to limit and you'll save time.
By default, there is no limit.
If you call the parser object or a Tag like a function, then you can pass in all of findall's arguments and it's the same as calling findall.
They all take pretty much the same arguments as findAll.
The find method is almost exactly like findAll, except that instead of finding all the matching objects, it only finds the first one.
It's like imposing a limit of 1 on the result set, and then extracting the single result from the array.
In terms of : soup.
When you see a search method that doesn't have a plural name like find or findNextSiblingyou know that the method doesn't take a limit and returns a single result.
Previous versions of Beautiful Soup had methods like first, fetch, and fetchPrevious.
These methods are sitll there, but they're deprecated, and may go away soon.
The total effect of all those names was very confusing.
The new names are named consistently: as mentioned above, if the method name is plural or refers to All, it returns multiple objects.
Otherwise, it returns one object.
The methods described above, findAll and find, start at a certain point in the parse tree and go down.
They recursively iterate through an object's contents until they bottom out.
This means that you can't call these methods on NavigableString objects, because they have no contents: they're always the leaves of the parse tree.
But downwards isn't the only way you can iterate through a document.
Back in I showed agree, pokerstars 2020 bonus have many other ways: parent, nextSibling, and so on.
Each of these iteration techniques has two corresponding methods: one that works like findAll, and one that works like find.
And since NavigableString objects do support these operations, you can call these methods on them as well as on Tag objects and the main parser object.
Why is this useful?
Well, sometimes you just can't use findAll or find to get to the Tag or NavigableString you want.
If you're only scraping this page once it doesn't matter, but if you're going to scrape it many times over a long period, such considerations become important.
If the irrelevant list grows another tag, you'll get that tag instead of the one you want, and your script will break or give the wrong data.
But if the document grows another irrelevant list at the top, you'll get the first tag of that list instead of the one you want.
A more reliable way of referring to the ul tag you want would better reflect that tag's place in the structure of the document.
When you look at that HTML, you might think of the bdo custom quick slot 2020 you want as 'the tag beneath the tag'.
The problem is that the tag isn't contained inside the tag; it just happens to comes after it.
It's easy enough to get the tag, but there's no way to get from there to the tag using first and fetch, because those methods only search the contents of the tag.
The methods in this section provide a useful shorthand.
They can be used whenever you find yourself wanting to write a while loop over one of the navigation members.
Given a starting point somewhere in the tree, they navigate the tree in some way and keep track of Tag or NavigableString objects that match the criteria you specify.
Instead of the first loop in the example code above, you can just write this: soup.
The rest of this section is a reference to all the methods of this kind.
Again, there are two methods for every navigation member: one that returns a list the way findAll does, and one that returns a scalar the way find does.
This is paragraph two.
These methods repeatedly follow an object's nextSibling member, gathering Tag or NavigableText objects that match the criteria you specify.
They don't take a text argument, because there's no way any object can have a NavigableString for a parent.
But maybe you want to modify it and print it back out.
You can just rip an element out of its parent's contents, but the rest of the document will still have references to the thing you ripped out.
Beautiful Soup offers several methods that let you modify the parse tree while maintaining its internal consistency.
You can use dictionary assignment to modify the attribute values of Tag objects.
Once you have a reference to an element, you can rip it out of the tree with the extract method.
The navigation members are changed so that it looks like the trees had never been together: soup.
The new element can be a Tag possibly with a whole parse tree beneath it or a NavigableString.
If you pass a plain old string into replaceWith, it gets turned into a NavigableString.
The navigation members are changed as though the document had been parsed that way in the first place.
It works just like a Python list's insert method: it takes an index to the tag's contents member, and sticks a new element in that slot.
This was demonstrated in the previous section, when we replaced a tag in the document with a brand new tag.
An element can occur in only one place in one parse tree.
If you give insert an element that's already connected to a soup object, it gets disconnected with extract before it gets connected elsewhere.
In this example, I try to insert my NavigableString into a second part of the soup, but it doesn't get inserted again.
It gets moved: tag2.
This happens even if the element previously belonged to a completely different soup object.
An element can only have one parent, one nextSibling, et cetera, so it can only be in one place at a time.
This section covers common problems people have with Beautiful Soup.
If you're getting errors that say: "'ascii' codec can't encode character 'x' in position y: ordinal not in range 128 ", the problem is probably with your Python installation rather than with Beautiful Bdo custom quick slot 2020 />Try printing out the non-ASCII characters without running them through Beautiful Soup and you should have the same problem.
However, if this doesn't work, the problem's with your Python setup.
Python is playing it safe and not sending non-ASCII characters to your terminal.
There are two ways to override this behavior.
The last one is a StreamWriter object capable of wrapping an output stream.
Then all your Python programs will use that encoding for standard output, without you having to do something for each program.
Remember, even if your terminal display is restricted to ASCII, you can still use Beautiful Soup to parse, process, and write documents in UTF-8 and other encodings.
You just can't print certain strings with print.
Beautiful Soup can handle poorly-structured SGML, but sometimes it loses data when it gets stuff that's not SGML at all.
This is not nearly as common as poorly-structured markup, but if you're building a web crawler or something you'll surely run into it.
The only solution is to with a regular expression.
However, it loses well-formed XML definitions that don't actually exist: from BeautifulSoup import BeautifulSoup BeautifulSoup "" BeautifulSoup "!
If the document ends in the middle of the declaration, Beautiful Soup ignores the declaration totally.
This is covered as the example in.
The parse tree built by the BeautifulSoup class offends my senses!
To get your markup bdo custom quick slot 2020 differently, check outor else.
Beautiful Soup will never run as fast as ElementTree or a custom-built SGMLParser subclass.
ElementTree is written in C, and SGMLParser lets you write your own mini-Beautiful Soup that only does what you want.
The point of Beautiful Soup is to save programmer time, not processor time.
That said, you can speed up Beautiful Soup quite a lot byand you can make unneeded objects get garbage-collected by using.
That does it for the basic usage of Beautiful Soup.
But HTML and XML are tricky, and in the real world they're even trickier.
So Beautiful Soup keeps some extra tricks of its own up its sleeve.
The search methods described above are driven by generator methods.
You can use these methods yourself: they're called nextGenerator, previousGenerator, nextSiblingGenerator, previousSiblingGenerator, and parentGenerator.
Tag and parser objects also have childGenerator and recursiveChildGenerator available.
Here's a simple example that strips HTML tags out of a document by iterating over the document and collecting all the strings.
That code does the same thing as.
It knows most facts about HTML like which tags are self-closing, the special behavior of the tag, the possibility of an encoding mentioned in a tag, etc.
But it has no nesting heuristics at all.
So it doesn't know that tags go underneath tags and not the other way around.
It's useful for parsing pathologically bad markup, and for subclassing.
It has HTML heuristics that conform more closely to the HTML standard, but ignore how HTML is used in the real world.
For instance, it's valid HTML to nest tags, but in the real world a nested tag almost always means that the author forgot to close the first tag.
If you run into someone who actually nests tags, then you can use ICantBelieveItsBeautifulSoup.
It's useful for parsing documents like SOAP messages, which use a subelement when they could just use an attribute of the parent element.
When the built-in parser classes won't do the job, you need to customize.
This usually means customizing the lists of nestable and self-closing tags.
You can customize the list of self-closing tags by passing a argument into the soup constructor.
To customize the lists of nestable tags, though, you'll have to subclass.
The most useful classes to subclass are MinimalSoup for HTML and BeautifulStoneSoup for XML.
This is the most complicated part of Beautiful Soup and I'm not going to explain it very well here, but I'll get something written and then I can improve it with feedback.
When Beautiful Soup is parsing a document, it keeps a stack of open tags.
Whenever it sees a new start tag, it tosses that tag on top of the stack.
But before it does, it might close some of the open tags and remove them from the stack.
Which tags it closes depends on the qualities of tag it just found, and the qualities of the tags in the stack.
The best way to explain it is through example.
If it just tossed another 'p' onto the stack, this would imply that the second tag is within the first tag, not to mention the open tag.
But that's not the way tags work.
You can't stick a tag inside another tag.
A tag isn't "nestable" at all.
So when Beautiful Soup encounters a tag, it closes and pops all the tags up to and including the previously encountered tag of the same type.
This is the default behavior, and this is how BeautifulStoneSoup treats every tag.
Now, tags can contain other tags without limit, so there's no need to pop up to the previous tag when you encounter one.
Now suppose Beautiful Soup encounters a tag.
It shouldn't pop up to the first tag, because this new tag is part of the unordered sublist.
It's okay for an tag to be inside another tag, so long as there's a or tag in the way.
If you know about HTML tables, these rules should already make sense to you.
In that example, we closed the and tags, because you can't have one paragraph inside another.
So the right thing to do is to not close any of these tags.
Beautiful Soup does the right thing: from BeautifulSoup import BeautifulSoup print BeautifulSoup "Para 1Para 2" Para 1 Para 2 print BeautifulSoup "Para 1Para 2".
Okay, hopefully you get the idea.
Then you won't have to pass that list in to the constructor as selfClosingTags every time you instantiate your subclass.
When you parse a document, you can convert HTML or XML entity references to the corresponding Unicode characters.
This happens even if you told Beautiful Soup to convert those characters to entities.
Beautiful Soup does pretty well at handling bad markup when "bad markup" means tags in the wrong places.
But sometimes the markup is just malformed, and the underlying parser can't handle it.
So Beautiful Soup runs regular expressions against an input document before trying to parse it.
By default, Beautiful Soup uses regular expressions and replacement functions to do search-and-replace on input documents.
It finds self-closing tags that look likeand changes them to look like.
It finds declarations that have extraneous whitespace, likeand removes the whitespace:.
If you have bad markup that needs fixing in some other way, you can pass your own list of regular expression, replacement function tuples into the soup constructor, as the markupMassage argument.
Let's take an example: a page that has a malformed comment.
Our markupMassage overrides the parser's default massage, so the default search-and-replace functions don't get run.
The parser makes it past the comment, but it dies at the malformed self-closing tag.
Let's add our new massage function to the default list, so we run all the functions.
If you know for a fact that your markup doesn't need any regular expressions run on it, you can get a faster startup time by passing in False for markupMassage.
Recall that all the search methods take more or less.
Behind the scenes, your arguments to a search method get transformed into a SoupStrainer object.
If you call one of the methods that returns a list like findAllthe SoupStrainer object is made available as the source property of the resulting list.
You can pass in a SoupStrainer as the name argument to any search method: xmlSoup.
You can carry around a method call's arguments in many other ways.
But another thing you can do with SoupStrainer is pass it into the soup constructor to restrict the parts of the document that actually get parsed.
That brings us to the next section: Beautiful Soup turns every element of a document into a Python object and connects it to a bunch of other Python objects.
If you only need a subset of the document, this is really slow.
But you can pass in a as the parseOnlyThese argument to the soup constructor.
Beautiful Soup checks each element against the SoupStrainer, and only if it matches is the element turned into a Https://yournaughtystory.com/2020/2020-poker-main-event.html or NavigableText, and added to the tree.
If an element is added to to the tree, then so are its children�even if they wouldn't have matched the SoupStrainer on their own.
This lets you parse only the chunks of a document that contain the data you want.
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All of these are faster and use less memory than parsing the whole document and then using the same SoupStrainer to pick out the parts you want.
Recall that the name argument can take.
You can't do this for a SoupStrainer's name, because the SoupStrainer is used to decide whether or not a Tag object should be created in the first place.
You can pass in a function for a SoupStrainer's name, but it can't take a Tag object: it can only take the tag name and a map of arguments.
If you just need a string from that data structure, you might think that you can grab the string and leave the rest of it to be garbage collected.
That string is a NavigableString object.
It's got a parent member that points to a Tag object, which points to other Tag objects, and so on.
So long as you hold on to any part of the tree, you're keeping the whole thing in memory.
The extract method breaks those connections.
If you call extract on the string you need, it gets disconnected from the rest of the parse tree.
The rest of the tree can then go out of scope and be garbage collected, while you use the string for something else.
If you just need a small part of the tree, you can call extract on its top-level Tag and let the rest of the tree get garbage collected.
This works the other way, too.
If there's a big chunk this web page the document you don't need, you can call extract to rip it out of the tree, then abandon it to be garbage collected while retaining control of the smaller tree.
If extract doesn't work for you, you can try Tag.
It's slower than extract but more thorough.
It recursively disassembles a Tag and its contents, disconnecting every part of a tree from every other part.
If you find yourself destroying big chunks of the tree, you might have been able to save time by.
Lots of real-world applications use Beautiful Soup.
Who am I to argue with that?
I've found several other parsers for various languages that can handle bad markup, do tree traversal for you, or are otherwise more useful than your average parser.
Like most parsers, it makes you traverse the tree yourself, but it's easy to use.
It's basically a version of HTMLParser that can handle bad HTML.
It might be obsolete with the release of Beautiful Soup 3.
I visit web page Beautiful Soup to save everybody time.
Once you get used to it, you should be able to wrangle data out of poorly-designed websites in just a few minutes.
Send me email if you have any comments, run into problems, or want me to know about your project that uses Beautiful Soup.
It was last modified on Monday, November 11 2019, 17:40:04 Nowhere Standard Time and last just click for source on Monday, January 06 2020, 14:00:01 Nowhere Standard Time.
Crummy is � 1996-2020 Leonard Richardson.
Unless otherwise noted, all text licensed under a.
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