Package: django-db-parti
THIS LIBRARY IS DEPRECATED IN FAVOR OFARCHITECT.PLEASE
CONSIDER SWITCHING TO ARCHITECT ASAP, AS DJANGO-DB-PARTI WILL RECEIVE NO FUTURE UPDATES AND BUG FIXES.Django DB PartiDjango DB Parti is a package for Django which aim is to make table partitioning on the fly. Partitioning is a
division of one large table into several smaller tables which represent that table. Partitioning is usually
done for manageability, performance or availability reasons. If you are unsure whether you need partitioning
or not, then you almost certainly don’t need it.Table of contents:Django DB PartiFeaturesPostgreSQLImplementationPartitioning typesLimitationsMySQLImplementationPartitioning typesLimitationsRequirementsInstallationConfigurationAvailable settingsModel settingsModelAdmin settingsExampleContact and SupportCopyright and LicenseChangelog0.3.4 (2015-05-07)0.3.3 (2014-04-17)0.3.2 (2014-03-27)0.3.1 (2014-02-02)0.3.0 (2013-09-15)0.2.1 (2013-08-24)0.2.0 (2013-06-10)0.1.5 (2013-06-08)0.1.4 (2013-06-01)0.1.3 (2013-06-01)0.1.2 (2013-06-01)0.1.1 (2013-06-01)0.1.0 (2013-06-01)FeaturesDjango DB Parti supports multiple database backends, each database differ from each other in many ways, that
means that some features may be available for one database backend, but not for the other, below you will find
list of supported database backends and detailed information which database backend supports which features.PostgreSQLImplementationPostgreSQL’s partitioning implementation in Django DB Parti is done purely at the database level. That means
that Django DB Parti creates several triggers and functions and inserts them directly into the database, so
even if you issue direct insert statement from database console and not from Django, everything will work as
expected and record will be inserted into the correct partition, if partition doesn’t exist, it will be created
for you automatically. Also partitions may be created in any order and not only from lower to higher.Partitioning typesRange partitioning by date/datetime for the following periods:dayweekmonthyearLimitationsCurrently there are no known limitations for this backend, except that not all partitioning types are supported.
New types will be added in next releases of Django DB Parti.MySQLImplementationMySQL’s partitioning implementation in Django DB Parti is done in a mixed way, half at the python level and half
at the database level. Unfortunately MySQL doesn’t support dynamic sql in triggers or functions that are called
within triggers, so the only way to create partitions automatically is to calculate everything at the python
level, then to create needed sql statements based on calculations and issue that statement into the database.Partitioning typesRange partitioning by date/datetime for the following periods:dayweekmonthyearLimitationsNot all partitioning types are supported. New types will be added in next releases of Django DB Parti.Partitioning is not available for bulk inserts (i.e. Django’s bulk_create() method) because it doesn’t call
model’s save() method which this backend relies on. Currently there is no known way to remove this limitation.New partitions can be created only from lower to higher, you can overcome this with MySQL’s special command
REORGANIZE PARTITION which you have to issue from the database console. You can read more about it at the
MySQL’s documentation. We plan to remove this limitation in one of the future releases of Django DB Parti.RequirementsDjango>= 1.4.xInstallationFrompypi:$pipinstalldjango-db-partior clone fromgithub:$gitclonegit://github.com/maxtepkeev/django-db-parti.gitConfigurationAdd dbparti to PYTHONPATH and installed applications:INSTALLED_APPS=(...'dbparti')Create the model as usual which will represent the partitioned table and run syncdb to create a table for the
model, if you are using South for migrations, you can also create the model as usual via migrate. No additional
steps required. After that we need to make a few changes to the model:1) In models.py add the following import statement at the top of the file:fromdbparti.modelsimportPartitionable2) Make your model to inherit from Partitionable, to do that change:classYourModelName(models.Model):to:classYourModelName(Partitionable):3) Add a Meta class to your model which inherits from Partitionable.Meta with a few settings (or if you already
have a Meta class change it as the following, keep in mind that this is just an example configuration for a
model, you have to enter values which represent your exact situation):classMeta(Partitionable.Meta):partition_type='range'partition_subtype='date'partition_range='month'partition_column='added'4) Lastly we need to initialize some database stuff, to do that execute the following command:$pythonmanage.pypartitionapp_nameThat’s it! Easy right?! Now a few words about what we just did. We made our model to inherit from Partitionable,
also we used “month” as partition range and “added” as partition column, that means that from now on, a new
partition will be created every month and a value from “added” column will be used to determine into what
partition the data should be saved. Keep in mind that if you add new partitioned models to your apps or change
any settings in the existing partitioned models, you need to rerun the command from step 4, otherwise the database
won’t know about your changes. You can also customize how data from that model will be displayed in the Django
admin interface, for that you need to do the following:1) In admin.py add the following import statement at the top of the file:fromdbparti.adminimportPartitionableAdmin2) Create admin model as usual and then change:classYourAdminModelName(admin.ModelAdmin):to:classYourAdminModelName(PartitionableAdmin):3) Add a setting inside ModelAdmin class which tells how records are displayed in Django admin interface:partition_show='all'Available settingsModel settingsAll model settings are done inside model’s Meta class which should inherit from Partitionable.Metapartition_type- what partition type will be used on the model, currently accepts the following:rangepartition_subtype- what partition subtype will be used on the model, currently used only when
“partition_type” is set to “range” and accepts the following values:datepartition_range- how often a new partition will be created, currently accepts the following:dayweekmonthyearpartition_column- column, which value will be used to determine which partition record belongs toModelAdmin settingsAll model admin settings are done inside model admin class itselfpartition_show- data from which partition will be shown in Django admin, accepts the following values:all (default)currentpreviousExampleLet’s imagine that we would like to create a table for storing log files. Without partitioning our table would
have millions of rows very soon and as the table grows performance will become slower. With partitioning we can
tell database that we want a new table to be created every month and that we will use a value from some column
to determine to which partition every new record belongs to. To be more specific let’s call our table “logs”, it
will have only 3 columns: id, content and added. Now when we insert the following record: id=’1’, content=’blah’,
added=’2013-05-20’, this record will be inserted not to our “logs” table but to the “logs_y2013m05” partition,
then if we insert another record like that: id=’2’, content=’yada’, added=’2013-07-16’ it will be inserted to the
partition “logs_y2013m07” BUT the great thing about all of that is that you are doing your inserts/updates/selects
on the table “logs”! Again, you are working with the table “logs” as usual and you don’t may even know that
actually your data is stored in a lot of different partitions, everything is done for you automatically at the
database level, isn’t that cool ?!Contact and SupportI will be glad to get your feedback, pull requests, issues, whatever. Feel free to contact me for any questions.Copyright and Licensedjango-db-partiis protected by BSD licence. Check theLICENCEfor details.Changelog0.3.4 (2015-05-07)THIS LIBRARY IS DEPRECATED IN FAVOR OFARCHITECT.PLEASE
CONSIDER SWITCHING TO ARCHITECT ASAP, AS DJANGO-DB-PARTI WILL RECEIVE NO FUTURE UPDATES AND BUG FIXES.0.3.3 (2014-04-17)Fixed a bug withpartitioncommand not working for MySQL backend (Issue #11)0.3.2 (2014-03-27)Added automatic determination of primary key column name, previously this was hardcoded toid(thanks tofjcapdevila)Python 2.6 compatibility (thanks toDaniel Kontsek)0.3.1 (2014-02-02)Added support for DateField and DateTimeField with auto_now and auto_now_add attributes set (Issue #3)Fixed an issue with unnecessary calling of partitioning functions while reading data from databaseMySQL: Fixed inability to create partitions for December when range was set tomonthMySQL: Backend was completely broken in previous version, now everything should work properly (Issue #4)0.3.0 (2013-09-15)Rewritten from scratch, introduced new API to add support for new backends and partition typesAll default model settings which are done inside model’s Meta class are now set toNone, that means
that there are no more default settings. Everything should be explicitly defined inside each model class.Introduced new model settingpartition_typewhich currently accepts only one valuerangeIntroduced new model settingpartition_subtypewhich currently accepts only one valuedateand
is used only withpartition_typewhen it’s set torangeBetter error handling, django-db-parti tries it’s best to tell you where and why an error occuredAdded support for day and year partitioning for all backends in addition to week and monthPostgreSQL: new partitions are now created at the database level, that gave some speed improvement,
also we don’t rely on Django’s save() method anymore, that means that there is no more limitation
with Django’s bulk_create() method, you can use it freely with partitioned tablesPostgreSQL: fixed an error when last day of the week or month wasn’t inserted into partition0.2.1 (2013-08-24)Updated readmePython 3 compatibilityDatetime with timezone support (Issue #1)0.2.0 (2013-06-10)Added mysql backendFixed incorrect handling of datetime object in DateTimeMixin0.1.5 (2013-06-08)Updated readmeFixed postgresql backend error which sometimes tried to insert the data into partitions that don’t existMoved all the database partition system stuff to the commandpartition(see readme), that gave a lot
in speed improvement because we don’t need to check for trigger existance and some other things at runtime
anymore0.1.4 (2013-06-01)Packaging fix0.1.3 (2013-06-01)Packaging fix0.1.2 (2013-06-01)Packaging fix0.1.1 (2013-06-01)Packaging fix0.1.0 (2013-06-01)Initial release