trusty (3) MongoDBx::Class::Tutorial.3pm.gz

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NAME

       MongoDBx::Class::Tutorial - Tutorial for using MongoDBx::Class

VERSION

       version 1.02

INTRODUCTION

       MongoDBx::Class is a flexible object relational mapper (ORM) for MongoDB databases. Before reading this
       tutorial, please read "DESCRIPTION" in MongoDBx::Class.

CREATING DOCUMENT CLASSES

       The first step towards using MongoDBx::Class is creating document classes.  Let's say your application is
       called MyApp, and that it reviews novels by popular authors. Every novel has a title (its name), the full
       name of its author, its release year, a synopsis, the date the novel was added to the database, a list of
       tags categorizing the novel, a list of related novels, and zero or more reviews.

       MongoDBx::Class provides you with a flexible foundation for building classes that represent our proposed
       database schema and the relationships (or "joins") between these classes. This foundation is provided by
       three modules:

       •   MongoDBx::Class::Moose - intended to be used by document classes in place of Moose. It provides
           Moose, and all needed relationship types, in the form of Moose attributes.

       •   MongoDBx::Class::Document - a Moose role intended to be consumed by document classes. When documents
           are expanded from the database, this role is applied to them and thus provides them some common
           attributes and methods.

       •   MongoDBx::Class::EmbeddedDocument - a Moose role intended to be consumed by embedded document
           classes. When embedded documents are found inside other documents and expanded, this role is applied
           to them and thus provides them some common attributes and methods.

       Before actually creating document classes, we need to design our schema.  The most common question to
       tackle when designing a schema is when and how to use references, and when to simply embed documents.
       Refer to http://www.mongodb.org/display/DOCS/Schema+Design#SchemaDesign-Embedvs.Reference
       <http://www.mongodb.org/display/DOCS/Schema+Design#SchemaDesign-Embedvs.Reference> for some information
       about schema design in MongoDB.

       Our database schema will be like this:

       •   Every novel will be represented by a document in the 'novels' collection.

       •   An author's name will be stored in the novel's document as an embedded document that has first and
           last names, and possibly a middle name.

       •   The synopsis of the novel will be stored as a standalone document in the 'synopsis' collection, and
           will simply reference the novel with a 'novel' attribute.

       •   The date and time the novel was added to the database will be stored as a W3C formatted string which
           will automatically be converted to a DateTime object (see MongoDBx::Class::ParsedAttribute::DateTime
           or read further for the rationale).

       •   The list of tags will be stored in the novel document as an array of embedded documents.

       •   The list of related novels will be stored in the novel document as an array of database references to
           other novels.

       •   The reviews for every novel are stored as standalone documents in the 'reviews' collection, and will
           simply reference the novel with a 'novel' attribute.

       Let's look at a possible JSON representation of a novel - "The Valley of Fear" by Sir Arthur Conan Doyle:

               # in the 'novels' collection
               {
                       "_id": ObjectId("4cbca90d576fad5916790100"),
                       "title": "The Valley of Fear",
                       "year": 1914,
                       "author": {
                               "first_name": "Arthur",
                               "middle_name": "Conan",
                               "last_name": "Doyle"
                       },
                       "added": "2010-01-11T22:12:44+02:00",
                       "tags": [
                               { "category": "mystery", "subcategory": "thriller" },
                               { "category": "mystery", "subcategory": "detective" },
                               { "category": "crime", "subcategory": "fiction" }
                       ],
                       "related_novels": [
                               { "$ref": "novels", "$id": ObjectId("4cbca90d3a41e35916720100") },
                               { "$ref": "novels", "$id": ObjectId("4cbca90d44d8c959167a0100") },
                               { "$ref": "novels", "$id": ObjectId("4cbca90d486bbf59166f0100") }
                       ]
               }

               # in the 'synopsis' collection
               {
                       "_id": ObjectId("4cbca90d699e9a5916670100"),
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "text": "The Valley of Fear is the final Sherlock Holmes novel by Sir Arthur Conan Doyle. The story was first published in the Strand Magazine between September 1914 and May 1915. The first book edition was published in New York on 27 February 1915."
               }

               # in the 'reviews' collection
               {
                       "_id": ObjectId("4cbca90dfbb2945916740100"),
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Some Guy",
                       "text": "I really liked it!",
                       "score": 5
               },
               {
                       "_id": ObjectId("4cbca90e0ad57b5916f50100"),
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Some Other Guy",
                       "text": "It was okay.",
                       "score": 3
               },
               {
                       "_id": ObjectId("4cbca90e0b9c175916c60100"),
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Totally Different Guy",
                       "text": "Man, that just sucked!",
                       "score": 1
               }

       We now need to translate this structure to MongoDBx::Class document classes.  As mentioned before,
       document classes are Moose classes, but instead of using Moose, they use MongoDBx::Class::Moose. We'll
       start with the document class representing novels:

               package MyApp::Schema::Novel;

               use MongoDBx::Class::Moose;
               use namespace::autoclean;

               with 'MongoDBx::Class::Document';

               has 'title' => (is => 'ro', isa => 'Str', required => 1, writer => 'set_title');

               holds_one 'author' => (is => 'ro', isa => 'MyApp::Schema::PersonName', required => 1, writer => 'set_author');

               has 'year' => (is => 'ro', isa => 'Int', predicate => 'has_year', writer => 'set_year');

               has 'added' => (is => 'ro', isa => 'DateTime', traits => ['Parsed'], required => 1);

               has 'review_count' => (is => 'rw', isa => 'Int', traits => ['Transient'], builder => '_build_review_count');

               holds_many 'tags' => (is => 'ro', isa => 'MyApp::Schema::Tag', predicate => 'has_tags');

               joins_one 'synopsis' => (is => 'ro', isa => 'Synopsis', coll => 'synopsis', ref => 'novel');

               has_many 'related_novels' => (is => 'ro', isa => 'Novel', predicate => 'has_related_novels', writer => 'set_related_novels', clearer => 'clear_related_novels');

               joins_many 'reviews' => (is => 'ro', isa => 'Review', coll => 'reviews', ref => 'novel');

               sub _build_review_count { shift->reviews->count }

               sub print_related_novels {
                       my $self = shift;

                       foreach my $other_novel ($self->related_novels) {
                               print $other_novel->title, ', ',
                                     $other_novel->year, ', ',
                                     $other_novel->author->name, "\n";
                       }
               }

               around 'reviews' => sub {
                       my ($orig, $self) = (shift, shift);

                       my $cursor = $self->$orig;

                       return $cursor->sort([ year => -1, title => 1, 'author.last_name' => 1 ]);
               };

               __PACKAGE__->meta->make_immutable;

       Aside from standard Moose usage, we've used some of MongoDBx::Class' built-in relationship types. Head
       over to MongoDBx::Class::Moose for a list of provided relationship types and how they translate to
       database entries.

       In this example, we've used the "holds_one" relationship to denote that a Novel document entirely holds
       one embedded PersonName sub-document. We've used "holds_many" to have Novel documents entirely hold Tag
       documents.  We've also used "joins_one" to easily find a novel's synopsis, located in the synopsis
       collection. "joins_many" was used to easily find all Review documents located in the reviews collection.
       Finally, we've used "has_many" for the list of references to related novels.

       You will notice that when using the "holds_one" and "holds_many" relationship types, we've given the full
       package names to the "isa" option (such as MyApp::Schema::PersonName), while in other relationship types,
       we've given the class names only (such as 'Synopsis'). This inconsistency is only temporary, and will
       change in future versions, so keep your finger on the pulse.

       Of particular interest is the 'added' attribute, for which we've added the
       <Parsed|MongoDBx::Class::AttributeTraits::Parsed> attribute trait (automatically provided with
       MongoDBx::Class). When adding this trait to an attribute, MongoDBx::Class looks for a module implementing
       the MongoDBx::Class::ParsedAttribute role named like the 'isa' option of the attribute. In our example,
       MongoDBx::Class will look for MongoDBx::Class::ParsedAttribute::DateTime. However, if you're creating
       your own ParsedAttribute classes, you need to also pass the 'parser' option.  For example:

               has 'added' => (is => 'ro', isa => 'DateTime', traits => ['Parsed'], parser => 'MyApp::ParsedAttribute::MyCoolDateTimeParser', required => 1);

       The 'Parsed' trait means that the parser is responsible for expanding this attribute from the database
       when loading a document, and for collapsing the attribute when saving to the database. This is similar to
       DBIx::Class' InflateColumn family of classes from the SQL world. You might ask yourself why we're using a
       special DateTime parser here, even though MongoDB natively supports DateTime objects.  The following
       paragraph is taken from MongoDBx::Class::ParsedAttribute::DateTime's documentation):

               While the Perl L<MongoDB> driver already supports L<DateTime> objects
               natively, due to a bug with MongoDB, you can't save dates earlier than
               the UNIX epoch. This module overcomes this limitation by simply saving
               dates as strings and automatically turning them into DateTime objects
               (and vica-versa). The DateTime strings are formatted by the L<DateTime::Format::W3CDTF>
               module, which parses dates in the format recommended by the W3C. This is
               good for web apps, and also makes it easier to edit dates from the
               MongoDB shell. But most importantly, it also allows sorting by date.

       Also note the 'review_count' attribute, which has the 'Transient' trait.  This trait means the attribute
       is not to be saved in the database, even though it is one of the document's attributes. This is useful
       for calculated attributes, or any supporting attributes you add to a document class whose state should
       not be saved. You should note that if for some reason a document in the database does have an attribute
       marked as transient in the document's class (for example if you added it to the document manually), the
       value of this attribute will also be ignored when the document is read from the database.

       As you can see, the "joins_many" relationship creates a one-to-many relationship between one document to
       one or more other documents which can be considered "child documents". In this example, there is a one-
       to-many relationship between a 'novel' document and one or more 'review' documents.  A "joins_many"
       relationship is implemented with a cursor. For example, calling the "reviews()" method on a "Novel"
       object will generally return a MongoDBx::Class::Cursor object for a "find()" query that searches for
       documents in the 'reviews' collection, whose 'novel' attribute references the "Novel" document. In the
       "Novel" class above, you will notice the "reviews()" method is also modified with Moose's "around" method
       modifier. This example illustrates the fact that "joins_many" is implemented with a cursor. Suppose you
       know you will always want to call "reviews()" and get the child documents sorted by date (or other
       fields).  The above modification simply sorts the cursor before returning it to the caller. Of course,
       this is merely an example of the things you can do with the "joins_many" relationship.

       Continuing on, lets create our two embedded document classes. We'll start with PersonName:

               package MyApp::Schema::PersonName;

               use MongoDBx::Class::Moose;
               use namespace::autoclean;

               with 'MongoDBx::Class::EmbeddedDocument';

               has 'first_name' => (is => 'ro', isa => 'Str', required => 1, writer => 'set_first_name');

               has 'middle_name' => (is => 'ro', isa => 'Str', predicate => 'has_middle_name', writer => 'set_middle_name');

               has 'last_name' => (is => 'ro', isa => 'Str', required => 1, writer => 'set_last_name');

               sub name {
                       my $self = shift;

                       my $name = $self->first_name;
                       $name .= ' '.$self->middle_name if $self->has_middle_name;
                       $name .= ' '.$self->last_name;

                       return $name;
               }

               __PACKAGE__->meta->make_immutable;

       This is a very simple class, with no relationships. We use the "name()" method to easily print a person's
       full name.

       On to the Tag document class:

               package MyApp::Schema::Tag;

               use MongoDBx::Class::Moose;
               use namespace::autoclean;

               with 'MongoDBx::Class::EmbeddedDocument';

               has 'category' => (is => 'ro', isa => 'Str', required => 1);

               has 'subcategory' => (is => 'ro', isa => 'Str', required => 1);

               __PACKAGE__->meta->make_immutable;

       Again, this is a very simple example. Embedded documents will often be as simple as that.

       We have two document classes left. The first is the Synopsis class:

               package MyApp::Schema::Synopsis;

               use MongoDBx::Class::Moose;
               use namespace::autoclean;

               with 'MongoDBx::Class::Document';

               belongs_to 'novel' => (is => 'ro', isa => 'Novel', required => 1);

               has 'text' => (is => 'ro', isa => 'Str', writer => 'set_text', required => 1);

               __PACKAGE__->meta->make_immutable;

       Here, we've used "belongs_to" to signify a Synopsis document belongs to a Novel document. Every Synopsis
       document has a 'novel' attribute which references the parent Novel document.

       Only the Review class is left:

               package MyApp::Schema::Review;

               use MongoDBx::Class::Moose;
               use namespace::autoclean;

               with 'MongoDBx::Class::Document';

               belongs_to 'novel' => (is => 'ro', isa => 'Novel', required => 1);

               has 'reviewer' => (is => 'ro', isa => 'Str', required => 1);

               has 'text' => (is => 'ro', isa => 'Str', required => 1);

               has 'score' => (is => 'ro', isa => 'Int', predicate => 'has_score');

               __PACKAGE__->meta->make_immutable;

       That wraps up our document classes. Before we continue, it is important to note that MongoDBx::Class'
       ability to identify the class of a document is currently reliant on the existance of a '_class' attribute
       in every document in the database (as described in "CAVEATS AND THINGS TO CONSIDER" in MongoDBx::Class).
       So, looking at the JSON representations from before, we need to modify the representations like so:

               # in the 'novels' collection
               {
                       "_id": ObjectId("4cbca90d576fad5916790100"),
                       "_class": "Novel",
                       "title": "The Valley of Fear",
                       "year": 1914,
                       "author": {
                               "first_name": "Arthur",
                               "middle_name": "Conan",
                               "last_name": "Doyle"
                       },
                       "added": "2010-01-11T22:12:44+02:00",
                       "tags": [
                               { "category": "mystery", "subcategory": "thriller" },
                               { "category": "mystery", "subcategory": "detective" },
                               { "category": "crime", "subcategory": "fiction" }
                       ],
                       "related_novels": [
                               { "$ref": "novels", "$id": ObjectId("4cbca90d3a41e35916720100") },
                               { "$ref": "novels", "$id": ObjectId("4cbca90d44d8c959167a0100") },
                               { "$ref": "novels", "$id": ObjectId("4cbca90d486bbf59166f0100") }
                       ]
               }

               # in the 'synopsis' collection
               {
                       "_id": ObjectId("4cbca90d699e9a5916670100"),
                       "_class": "Synopsis",
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "text": "The Valley of Fear is the final Sherlock Holmes novel by Sir Arthur Conan Doyle. The story was first published in the Strand Magazine between September 1914 and May 1915. The first book edition was published in New York on 27 February 1915."
               }

               # in the 'reviews' collection
               {
                       "_id": ObjectId("4cbca90dfbb2945916740100"),
                       "_class": "Review",
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Some Guy",
                       "text": "I really liked it!",
                       "score": 5
               },
               {
                       "_id": ObjectId("4cbca90e0ad57b5916f50100"),
                       "_class": "Review",
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Some Other Guy",
                       "text": "It was okay.",
                       "score": 3
               },
               {
                       "_id": ObjectId("4cbca90e0b9c175916c60100"),
                       "_class": "Review",
                       "novel": { "$ref": "novels", "$id": ObjectId("4cbca90d576fad5916790100") },
                       "reviewer": "Totally Different Guy",
                       "text": "Man, that just sucked!",
                       "score": 1
               }

       You will notice that it is not required to add the '_class' attribute to embedded documents, only to
       standalone documents. The reason for the '_class' requirement is the fact that MongoDBx::Class doesn't
       enforce one collection for every document class. Every collection can have documents of one or more
       classes, and documents of the same class can be stored in one or more collections, even databases.

LOADING MongoDBx::Class AND CONNECTING TO A MongoDB SERVER

       The next step is loading the schema we've just created, and connecting to a MongoDB server:

               my $dbx = MongoDBx::Class->new(namespace => 'MyApp::Schema');

       We need to pass the namespace of our schema to MongoDBx::Class. It will attempt to automatically load
       every document class under that namespace, and will return a MongoDBx::Class object back.

       We then initiate a connection to a server:

               my $conn = $dbx->connect();

       We don't pass anything to the "connect()" method, so it attempts to connect to a MongoDB server running
       on 'localhost', on the default 27017 port. We can connect to a specific server like so:

               my $conn = $dbx->connect(host => $host, port => $port);

       The connect method accepts any of the options that the "new()" method in MongoDB::Connection accepts,
       plus the new 'safe' boolean attribute.  Passing a true value for this attribute causes MongoDBx::Class to
       automatically enable the 'pass' option to all insert/update/delete operations performed on the database,
       so we don't need to pass "{ safe => 1 }" to the "insert()", "update()" methods, etc. The safe option is
       actually required in order to autoamtically expand/collapse documents, so you'd probably want to enable
       it, but it is kept disabled by default for compatibility with the original MongoDB module.

       The "connect()" method returns a MongoDBx::Class::Connection object.

       NOTE: versions prior to 0.7 stored the returned connection object as the 'conn' attribute of the $dbx
       variable. This behavior has been dropped in version 0.7 in order to be consistent with MongoDB and
       allowing multiple connections.

       Now that we have our connection object, we can get a database object:

               $conn->get_database('whatever'); # also simply $conn->whatever

INSERTING DOCUMENTS

       Now the we've loaded our schema and connected to a server, we can start using MongoDBx::Class. Basically,
       our usage will not differ greatly from direct MongoDB usage, as MonogDBx::Class simply extends MongoDB.
       The biggest difference between directly using MongoDB and using MongoDBx::Class, is the automatic
       expanding and collapsing of documents. Documents are automatically expanded when inserting documents only
       if the "safe" option is on, as mentioned in the previous section.

       Let's create a novel document:

               my $db = $conn->get_database('myapp');
               my $novels_coll = $db->get_collection('novels');

               my $novel = $novels_coll->insert({
                       _class => 'Novel',
                       title => 'The Valley of Fear',
                       year => 1914,
                       author => {
                               first_name => 'Arthur',
                               middle_name => 'Conan',
                               last_name => 'Doyle',
                       },
                       added => DateTime->now(time_zone => 'Asia/Jerusalem'),
                       tags => [
                               { category => 'mystery', subcategory => 'thriller' },
                               { category => 'mystery', subcategory => 'detective' },
                               { category => 'crime', subcategory => 'fiction' },
                       ],
               });

       Notice that when inserting the novel document, we've directly inserted the PersonName embedded document
       and the Tags embedded documents as hash-refs.

       This insert, which was safe (since the 'safe' attribute of our connection object had a true value),
       returns the novel document after expansion:

               $novel->author->name; # prints 'Arthur Conan Doyle'

       If the insert was unsafe, we'd just get the MongoDB::OID of the document back. But note that you can't
       get the OID object and immediately attempt to load the document with it, as you can't predict the order
       in which MongoDB will perform asynchronous operations.

       Lets insert our synopsis now:

               my $synopsis = $db->synopsis->insert({
                       _class => 'Synopsis',
                       novel => $novel,
                       text => "The Valley of Fear is the final Sherlock Holmes novel by Sir Arthur Conan Doyle. The story was first published in the Strand Magazine between September 1914 and May 1915. The first book edition was published in New York on 27 February 1915.",
               });

       Notice how we've passed the $novel object directly as the 'novel' attribute.  When inserting,
       MongoDBx::Class will automatically save it as a DBRef object for us.

       Now for our reviews:

               my @reviews = $conn->get_collection('reviews')->batch_insert([
                       {
                               _class => 'Review',
                               novel => $novel,
                               reviewer => 'Some Guy',
                               text => 'I really liked it!',
                               score => 5,
                       },
                       {
                               _class => 'Review',
                               novel => $novel,
                               reviewer => 'Some Other Guy',
                               text => 'It was okay.',
                               score => 3,
                       },
                       {
                               _class => 'Review',
                               novel => $novel,
                               reviewer => 'Totally Different Guy',
                               text => 'Man, that just sucked!',
                               score => 1,
                       }
               ]);

               my ($total_score, $avg_score) = (0, 0);
               foreach (@reviews) {
                       $total_score += $_->score || 0;
               }
               $avg_score = $total_score / scalar(@reviews);
               print $avg_score; # prints 3

       If we now run "$novel->reviews()", we'd get a MongoDBx::Class::Cursor back. And since we've created a
       method modification in the Novel class on this method, this cursor will also be sorted.

               foreach ($novel->reviews) {
                       # $_ is now a MyApp::Schema::Review object
                       print $_->score;
               }

SEARCHING DOCUMENTS

       MongoDBx::Class adds automatic expansion to document searching, plus some convenient shortcuts. Say we've
       received the ID of a novel document as input, and we want to load it. With MongoDB, we'd probably do:

               $db->novels->find_one({ _id => MongoDB::OID->new(value => $oid) })

       With MongoDBx::Class, we can just do:

               $db->novels->find_one($oid);

       And $oid can either be the string ID, or a MongoDB::OID object.

       If the document is found, and has the '_class' attribute, then it will be automatically expanded.

               my $novel = $db->novels->find_one($oid)
                       || die "Oh my god I can't find this, kill me, kill me now";

               print $novel->author->name; # again, prints 'Arthur Conan Doyle'

       Let's search for reviews written by a certain reviewer:

               my $cursor = $db->reviews->find({ reviewer => 'Some Guy' })->sort({ score => -1 }); # the `find` method also has two synonyms: `query` and `search`

       This gives a MongoDBx::Class::Cursor back:

               print $cursor->count; # prints 1

               while (my $review = $cursor->next) {
                       print $review->novel->title, "\n";
               }

       Sorting documents is easier. We can sort by a list of ordered attributes like so:

               $cursor->sort([ attr1 => 1, attr2 => 1, attr3 => -1 ]);

UPDATING DOCUMENTS

       Updating documents is much easier with MongoDBx::Class. There are two ways to update documents in
       MongoDBx::Class:

       • The older, MongoDB way of using the "update()" method in MongoDBx::Class::Collection. This is now
         mostly used to update multiple documents at once.

       • The new, MongoDBx::Class way of using the "update()" method provided to document classes by
         MongoDBx::Class::Document. This is used to update a specific document.

       Let's take a look at the first way. Suppose we want to cheat and update all reviews for "The Valley of
       Fear" with a score of five:

               $db->reviews->update({ 'novel.$id' => $novel->_id }, { '$set' => { score => 5 } }, { multiple => 1 }); # updates are by default singular, so we add the 'multiple' option

       This is exactly like using MongoDB::Collection directly. If we're updating a specific document we've
       already loaded, however, MongoDBx::Class provides a much more comfortable way. Instead of doing:

               $db->novels->update({ _id => $novel->_id }, { ... })

       We can do:

               $novel->update({ year => 1915 });

       This will effectively invoke a '$set' update like this:

               $db->novels->update({ _id => $novel->_id }, { '$set' => { year => 1915 } });

       But this isn't really the Moose way of doing things, so MongoDBx::Class gives us yet another way of
       updating a document:

               $novel->set_year(1915); # we can do this because we've added a 'writer' option to the 'year' attribute
               $novel->update;

       When invoking "update()" on a document object with no arguments, a "snapshot" of the document is taken,
       and the following update is effectively performed:

               $db->novels->update({ _id => $novel->_id }, { title => "The Valley of Fear", year => 1915, ... });

       When we pass arguments to the "update()" method (there are two arguments we can pass, the hash-ref of
       updates to perform, and the standard options hash-ref we know from the original "update()" method in
       MongoDB::Collection), MongoDBx::Class simply performs a '$set' update on the passed hash-ref attributes
       only. So doing this:

               $novel->set_year(1915);
               $novel->update({ title => 'The Valley of Fearrrrrr' });

       Will only result in the 'title' attribute being updated, not the year attribute.

       Updating embedded documents is similarly easy:

               $novel->author->set_first_name('Sir Arthur');
               $novel->update;

REMOVING DOCUMENTS

       Removing documents with MongoDBx::Class is very easy. Having the document object, simply call:

               $novel->remove;

       Or:

               $novel->delete;

       And this novel document will be removed from the database. Note, however, that the delete operation does
       not cascade, so only the novel document is deleted. The synopsis and reviews are not deleted, and you
       have to do so manually.

       You can still use the original "remove()" method on collections, now mostly to remove multiple documents:

               $db->get_collection('reviews')->remove({ 'novel.$id' => $novel->_id }); # removes are by default multiple

FAQ

   Can I use more than one database?
       Yes, you can use as many databases as you like and use the same document classes across them:

               my $data_db = $conn->get_database('myapp_data');
               my $user_db = $conn->get_database('myapp_users');

   Can I define different document classes to different databases?
       There currently isn't a way to define individual schemas for different databases. You can, however,
       "split" your schema. For example, if your application has a data DB and a user DB, you can put all the
       document classes of the data DB under MyApp::Schema::Data, and all the document classes of the user DB
       under MyApp::Schema::User.

   What if I want to use the asynchronous AnyMongo driver instead?
       Currently, MongoDBx::Class only supports the official MongoDB driver, but support for AnyMongo is
       planned.

   What if I have attributes I don't want to save in the database?
       MongoDBx::Class does not provide an option like that yet, but will probably do so in upcoming versions.

   I'm not getting document objects but just the document hash-refs, what gives?
       If, either when searching for documents or creating/updating documents, you are not receiving expanded
       document objects back but only the document hash-refs when searching/updating, or the documents'
       MongoDB::OIDs when inserting, there might be a few reasons for this:

       1. You are not using safe operations: MongoDBx::Class cannot expand documents when not using safe
       operations. Either enable the 'safe' option when inserting/updating, or enable the safe option globally
       when connecting using MongoDBx::Class's "connect()" method.
       2. The document hash-ref does not define the '_class' attribute: MongoDBx::Class cannot expand document
       without knowing to which document class the document belongs. Therefore, documents in the MongoDB
       database must have the '_class' attribute.
       3. The '_class' attribute is wrong or does not exist: If the document has the '_class' attribute and
       you're still not getting document objects back, then MongoDBx::Class probably can't find the document
       class. This might be because the class name is wrong, or the class was not found when loading
       MongoDBx::Class. If that is the case, you might wanna take a look at the "search_dirs" attribute of
       MongoDBx::Class.

   Who framed Roger Rabbit?
       I framed Roger Rabbit!

WRAP UP

       You now know how you can use MongoDBx::Class in your applications, and make MongoDB act like a relational
       database, without sacrificing its NoSQL nature and special features.

       Before using MongoDBx::Class, please take into account that its alpha software, and is not ready yet for
       production use. If you find bugs, please report them in the usual channels (see "BUGS" in
       MongoDBx::Class).

AUTHOR

       Ido Perlmuter, "<ido at ido50.net>"

SUPPORT

       You can find documentation for this module with the perldoc command.

               perldoc MongoDBx::Class::Tutorial

SEE ALSO

       MongoDBx::Class, MongoDB, <http://www.mongodb.org/>.

       Copyright 2010-2012 Ido Perlmuter.

       This program is free software; you can redistribute it and/or modify it under the terms of either: the
       GNU General Public License as published by the Free Software Foundation; or the Artistic License.

       See http://dev.perl.org/licenses/ for more information.