NAME
DBIx::EAV - Entity-Attribute-Value data modeling (aka 'open schema') for Perl
SYNOPSIS
#!/usr/bin/env perl
use strict;
use warnings;
use DBIx::EAV;
# connect to the database
my $eav = DBIx::EAV->connect("dbi:SQLite:database=:memory:");
# or
# $eav = DBIx::EAV->new( dbh => $dbh, %constructor_params );
# create eav tables
$eav->schema->deploy;
# register entities
$eav->register_types({
Artist => {
many_to_many => 'CD',
has_many => 'Review',
attributes => [qw/ name:varchar description:text rating:int birth_date:datetime /]
},
CD => {
has_many => ['Track', 'Review'],
has_one => ['CoverImage'],
attributes => [qw/ title description:text rating:int /]
},
Track => {
attributes => [qw/ title description:text duration:int /]
},
CoverImage => {
attributes => [qw/ url /]
},
Review => {
attributes => [qw/ content:text views:int likes:int dislikes:int /]
},
});
# insert data (and possibly related data)
my $bob = $eav->resultset('Artist')->insert({
name => 'Robert',
description => '...',
cds => [
{ title => 'CD1', rating => 5 },
{ title => 'CD2', rating => 6 },
{ title => 'CD3', rating => 8 },
{ title => 'CD4', rating => 9 },
]
});
# get attributes
print $bob->get('name'); # Robert
# update name
$bob->update({ name => 'Bob' });
# add more cds
$bob->add_related('cds', { title => 'CD5', rating => 7 });
# get Bob's cds via auto-generated 'cds' relationship
print "\nAll Bob CDs:\n";
printf " - %s (rating %d)\n", $_->get('title'), $_->get('rating')
foreach $bob->get('cds');
print "\nBest Bob CDs:\n";
printf " - %s (rating %d)\n", $_->get('title'), $_->get('rating')
foreach $bob->get('cds', { rating => { '>' => 7 } });
# ResultSets ...
# retrieve Bob from database
$bob = $eav->resultset('Artist')->find({ name => 'Bob' });
# retrieve Bob's cds directly from CD resultset
# note the use of 'artists' relationship automaticaly created
# from the "Artist many_to_many CD" declaration
my @cds = $eav->resultset('CD')->search({ artists => $bob });
# same as above
@cds = $bob->get('cds');
# or traverse the cds using the resultset cursor
my $cds_rs = $bob->get('cds');
while (my $cd = $cds_rs->next) {
print $cd->get('title');
}
# delete all cds
$eav->resultset('CD')->delete;
# delete all cds and related data (i.e. tracks)
$eav->resultset('CD')->delete_all;
DESCRIPTION
An implementation of Entity-Attribute-Value data modeling with support for entity relationships and multi-tenancy.
ALPHA STAGE
This project is in its infancy, and the main purpose of this stage is to let other developers try it, and help identify any major design flaw before we can stabilize the API. One exception is the ResultSet whose API (and docs :]) I've borrowed from DBIx::Class, so its (API is) already stable.
WHAT'S EAV?
EAV is a data model where instead of representing each entity using a physical table with columns representing its attributes, everything is stored as rows of the eav tables. Each entity is stored as a row of the 'entities' table, and each of its attributes values are stored as a row of one of the values table. There is one value table for each data type.
For a better explanation of what an Entity-Attribute-Value data model is, check Wikipedia. The specific tables used by this implementation are described in DBIx::EAV::Schema.
EAV USE CASES
When the number of possible attributes is huge
EAV modeling has been used by health and clinical software by decades because the number of possible attributes like tests results and diagnostics are huge and just a few of those attributes are acctualy filled (non-NULL).
When you dont't know your schema in advance
E-commerce solutions use EAV modeling to allow the definition of any kind of product and still be able to do filtering/sorting of results based of product attributes. For example, the entity 'HardDrive' would have atrributes 'capacity' and 'rpm', while entity 'Monitor' would have attributes 'resolution' and 'contrast_ratio'.
To abstract the physical database layer
Many SaaS platforms use EAV modeling to offer database services to its custormers, without exposing the physical database system.
When you need frequent changes to your schema
An open-schema data model can be useful for app prototyping.
DBIx::EAV CONCEPTS
EntityType
An EntityType is the blueprint of an entity. Like a Class in OOP. Each type has a unique name, one or more attributes and zero or more relationships. See DBIx::EAV::EntityType.
Entity
An actual entity record (of some type) that has its own id and attribute values. See DBIx::EAV::Entity.
Attribute
Attributes are analogous to columns in traditional database modeling. Its the actual named properties that describes an entity type. Every attribute has a unique name and a data type. Unlike traditional table columns, adding/removing attributes to an existing entity type is very easy and cheap.
Value
The actual attribute data stored in one of the value tables. There is one value table for each data type. See "data_types", DBIx::EAV::Schema.
Physical Schema
This is the actual database tables used by the EAV system. Its represented by DBIx::EAV::Schema.
EAV Schema
Its the total set of Entity Types registered on the system, which form the actual application business model. See "register_types".
ResultSet
Concept borrowed from DBIx::Class, a ResultSet represents a query used for fetching a set of entities of a type, as well as other CRUD operations on multiple entities.
Cursor
A Cursor is used internally by the ResultSet to prepare, execute and traverse through SELECT queries.
CONSTRUCTORS
new
Valid %params
:
- dbh (required)
- schema_config
-
Hashref of options used to instantiate our DBIx::EAV::Schema. See "CONSTRUCTOR OPTIONS" in DBIx::EAV::Schema.
connect
Connects to the database via DBI->connect($dsn, $user, $pass, $attrs)
then returns a new instance via "new".
METHODS
register_types
Register entity types specified in \%schema, where each key is the name of the entity and the value is a hashref describing its attributes and relationships. Described in detail in "ENTITY DEFINITION" in DBIx::EAV::EntityType.
resultset
- Arguments: $name
- Return value: $rs
Returns a new resultset instance for type $name
.
my $rs = $eav->resultset('Artist');
type
Returns the DBIx::EAV::EntityType instance for type $name
. Dies if type is not installed.
my $types = $eav->type('Artist');
has_type
Returns true if entity type $name
is installed.
schema
Returns the DBIx::EAV::Schema instance representing the physical database schema.
table
Shortcut for ->schema->table
.
Returns true if the data type $name
exists. See "data_types".
dbh_do
- Arguments: $stmt, \@bind?
- Return Values: ($rv, $sth)
-
Prepares
$stmt
and executes with the optional\@bind
values. Returns the return value from execute$rv
and the actual statement handle$sth
object.Set environment variable
DBIX_EAV_TRACE
to 1 to get statements printed toSTDERR
.
CASCADE DELETE
Since a single entity's data is spread over several value tables, we can't just delete the entity in a single SQL DELETE
command. We must first send a DELETE
for each of those value tables, and one more for the entity_relationships table. If an entity has attributes of 4 data types, and has any relationship defined, a total of 6 (six!!) DELETE
commands will be needed to delete a single entity. Four to the value tables, one for the entity_relationships and one for the actual entities table).
Those extra DELETE
commands can be avoided by using database-level ON DELETE CASCADE
for the references from the values and entity_relationships tables to the entities table.
If those contraints are in place, set database_cascade_delete to 1
and those extra DELETE
commands will not be sent.
LICENSE
Copyright (C) Carlos Fernando Avila Gratz.
This library is free software; you can redistribute it and/or modify it under the same terms as Perl itself.
AUTHOR
Carlos Fernando Avila Gratz <cafe@kreato.com.br>