author | Pierre-Yves David <pierre-yves.david@logilab.fr> |
Fri, 09 Dec 2011 12:14:11 +0100 | |
changeset 8125 | 7070250bf50d |
parent 7797 | a71618a75b53 |
child 9255 | 46f41c3e1443 |
permissions | -rw-r--r-- |
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.. -*- coding: utf-8 -*- |
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.. _datamodel_definition: |
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Yams *schema* |
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------------- |
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The **schema** is the core piece of a *CubicWeb* instance as it |
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defines and handles the data model. It is based on entity types that |
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are either already defined in `Yams`_ and the *CubicWeb* standard |
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library; or more specific types defined in cubes. The schema for a |
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cube is defined in a `schema` python module or package. |
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.. _`Yams`: http://www.logilab.org/project/yams |
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.. _datamodel_overview: |
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Overview |
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~~~~~~~~ |
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The core idea of the yams schema is not far from the classical |
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`Entity-relationship`_ model. But while an E/R model (or `logical |
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model`) traditionally has to be manually translated to a lower-level |
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data description language (such as the SQL `create table` |
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sublanguage), also often described as the `physical model`, no such |
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step is required with |yams| and |cubicweb|. |
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.. _`Entity-relationship`: http://en.wikipedia.org/wiki/Entity-relationship_model |
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This is because in addition to high-level, logical |yams| models, one |
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uses the |rql| data manipulation language to query, insert, update and |
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delete data. |rql| abstracts as much of the underlying SQL database as |
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a |yams| schema abstracts from the physical layout. The vagaries of |
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SQL are avoided. |
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As a bonus point, such abstraction make it quite comfortable to build |
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or use different backends to which |rql| queries apply. |
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So, as in the E/R formalism, the building blocks are ``entities`` |
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(:ref:`EntityType`), ``relationships`` (:ref:`RelationType`, |
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:ref:`RelationDefinition`) and ``attributes`` (handled like relation |
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with |yams|). |
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Let us detail a little the divergences between E/R and |yams|: |
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* all relationship are binary which means that to represent a |
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non-binary relationship, one has to use an entity, |
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* relationships do not support attributes (yet, see: |
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http://www.cubicweb.org/ticket/341318), hence the need to reify it |
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as an entity if need arises, |
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* all entities have an `eid` attribute (an integer) that is its |
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primary key (but it is possible to declare uniqueness on other |
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attributes) |
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Also |yams| supports the notions of: |
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* entity inheritance (quite experimental yet, and completely |
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undocumented), |
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* relation type: that is, relationships can be established over a set |
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of couple of entity types (henre the distinction made between |
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`RelationType` and `RelationDefinition` below) |
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Finally |yams| has a few concepts of its own: |
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* relationships being oriented and binary, we call the left hand |
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entity type the `subject` and the right hand entity type the |
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`object` |
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.. note:: |
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The |yams| schema is available at run time through the .schema |
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attribute of the `vregistry`. It's an instance of |
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:class:`cubicweb.schema.Schema`, which extends |
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:class:`yams.schema.Schema`. |
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.. _EntityType: |
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Entity type |
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~~~~~~~~~~~ |
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An entity type is an instance of :class:`yams.schema.EntitySchema`. Each entity type has |
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a set of attributes and relations, and some permissions which define who can add, read, |
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update or delete entities of this type. |
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The following built-in types are available: ``String``, |
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``Int``, ``Float``, ``Decimal``, ``Boolean``, |
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``Date``, ``Datetime``, ``Time``, ``Interval``, ``Byte`` and |
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``Password``. They can only be used as attributes of an other entity |
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type. |
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There is also a `RichString` kindof type: |
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.. autoclass:: yams.buildobjs.RichString |
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You can find more base entity types in |
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:ref:`pre_defined_entity_types`. |
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.. XXX yams inheritance |
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.. _RelationType: |
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Relation type |
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~~~~~~~~~~~~~ |
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A relation type is an instance of |
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:class:`yams.schema.RelationSchema`. A relation type is simply a |
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semantic definition of a kind of relationship that may occur in an |
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application. |
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It may be referenced by zero, one or more relation definitions. |
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It is important to choose a good name, at least to avoid conflicts |
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with some semantically different relation defined in other cubes |
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(since there's only a shared name space for these names). |
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A relation type holds the following properties (which are hence shared |
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between all relation definitions of that type): |
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* `inlined`: boolean handling the physical optimization for archiving |
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the relation in the subject entity table, instead of creating a specific |
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table for the relation. This applies to relations where cardinality |
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of subject->relation->object is 0..1 (`?`) or 1..1 (`1`) for *all* its relation |
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definitions. |
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* `symmetric`: boolean indicating that the relation is symmetrical, which |
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means that `X relation Y` implies `Y relation X`. |
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.. _RelationDefinition: |
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Relation definition |
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~~~~~~~~~~~~~~~~~~~ |
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A relation definition is an instance of |
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:class:`yams.schema.RelationDefinition`. It is a complete triplet |
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"<subject entity type> <relation type> <object entity type>". |
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When creating a new instance of that class, the corresponding |
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:class:`RelationType` instance is created on the fly if necessary. |
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Properties |
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`````````` |
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The available properties for relation definitions are enumerated |
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here. There are several kind of properties, as some relation |
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definitions are actually attribute definitions, and other are not. |
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Some properties may be completely optional, other may have a default |
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value. |
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Common properties for attributes and relations: |
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* `description`: an unicode string describing an attribute or a |
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relation. By default this string will be used in the editing form of |
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the entity, which means that it is supposed to help the end-user and |
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should be flagged by the function `_` to be properly |
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internationalized. |
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* `constraints`: a list of conditions/constraints that the relation has to |
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satisfy (c.f. `Constraints`_) |
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161 |
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* `cardinality`: a two character string specifying the cardinality of |
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the relation. The first character defines the cardinality of the |
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relation on the subject, and the second on the object. When a |
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relation can have multiple subjects or objects, the cardinality |
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applies to all, not on a one-to-one basis (so it must be |
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consistent...). Default value is '**'. The possible values are |
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inspired from regular expression syntax: |
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* `1`: 1..1 |
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* `?`: 0..1 |
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* `+`: 1..n |
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* `*`: 0..n |
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Attributes properties: |
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* `unique`: boolean indicating if the value of the attribute has to be |
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unique or not within all entities of the same type (false by |
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default) |
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* `indexed`: boolean indicating if an index needs to be created for |
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this attribute in the database (false by default). This is useful |
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only if you know that you will have to run numerous searches on the |
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value of this attribute. |
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* `default`: default value of the attribute. In case of date types, the values |
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which could be used correspond to the RQL keywords `TODAY` and `NOW`. |
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* `metadata`: Is also accepted as an argument of the attribute contructor. It is |
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not really an attribute property. see `Metadata`_ for details. |
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Properties for `String` attributes: |
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* `fulltextindexed`: boolean indicating if the attribute is part of |
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the full text index (false by default) (*applicable on the type |
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`Byte` as well*) |
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* `internationalizable`: boolean indicating if the value of the |
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attribute is internationalizable (false by default) |
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Relation properties: |
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* `composite`: string indicating that the subject (composite == |
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'subject') is composed of the objects of the relations. For the |
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opposite case (when the object is composed of the subjects of the |
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relation), we just set 'object' as value. The composition implies |
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that when the relation is deleted (so when the composite is deleted, |
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at least), the composed are also deleted. |
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* `fulltext_container`: string indicating if the value if the full |
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text indexation of the entity on one end of the relation should be |
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used to find the entity on the other end. The possible values are |
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'subject' or 'object'. For instance the use_email relation has that |
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property set to 'subject', since when performing a full text search |
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people want to find the entity using an email address, and not the |
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entity representing the email address. |
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Constraints |
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``````````` |
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By default, the available constraint types are: |
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General Constraints |
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...................... |
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* `SizeConstraint`: allows to specify a minimum and/or maximum size on |
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string (generic case of `maxsize`) |
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* `BoundConstraint`: allows to specify a minimum and/or maximum value |
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on numeric types and date |
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.. sourcecode:: python |
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from yams.constraints import BoundConstraint, TODAY |
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BoundConstraint('<=', TODAY()) |
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* `IntervalBoundConstraint`: allows to specify an interval with |
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included values |
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.. sourcecode:: python |
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class Node(EntityType): |
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latitude = Float(constraints=[IntervalBoundConstraint(-90, +90)]) |
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* `UniqueConstraint`: identical to "unique=True" |
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* `StaticVocabularyConstraint`: identical to "vocabulary=(...)" |
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.. XXX Attribute, NOW |
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RQL Based Constraints |
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...................... |
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RQL based constraints may take three arguments. The first one is the ``WHERE`` |
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clause of a RQL query used by the constraint. The second argument ``mainvars`` |
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is the ``Any`` clause of the query. By default this include `S` reserved for the |
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subject of the relation and `O` for the object. Additional variables could be |
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specified using ``mainvars``. The argument expects a single string with all |
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variable's name separated by spaces. The last one, ``msg``, is the error message |
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displayed when the constraint fails. As RQLVocabularyConstraint never fails the |
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third argument is not available. |
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* `RQLConstraint`: allows to specify a RQL query that has to be satisfied |
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by the subject and/or the object of relation. In this query the variables |
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`S` and `O` are reserved for the relation subject and object entities. |
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* `RQLVocabularyConstraint`: similar to the previous type of constraint except |
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that it does not express a "strong" constraint, which means it is only used to |
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restrict the values listed in the drop-down menu of editing form, but it does |
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not prevent another entity to be selected. |
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* `RQLUniqueConstraint`: allows to the specify a RQL query that ensure that an |
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attribute is unique in a specific context. The Query must **never** return more |
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than a single result to be satisfied. In this query the variables `S` is |
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reserved for the relation subject entity. The other variables should be |
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specified with the second constructor argument (mainvars). This constraints |
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should be used when UniqueConstraint doesn't fit. Here is a simple example. |
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.. sourcecode:: python |
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# Check that in the same Workflow each state's name is unique. Using |
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# UniqueConstraint (or unique=True) here would prevent states in different |
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# workflows to have the same name. |
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# With: State S, Workflow W, String N ; S state_of W, S name N |
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RQLUniqueConstraint('S name N, S state_of WF, Y state_of WF, Y name N', |
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mainvars='Y', |
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msg=_('workflow already has a state of that name')) |
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.. XXX note about how to add new constraint |
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.. _securitymodel: |
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The security model |
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~~~~~~~~~~~~~~~~~~ |
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The security model of `CubicWeb` is based on `Access Control List`. |
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The main principles are: |
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* users and groups of users |
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* a user belongs to at least one group of user |
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* permissions (read, update, create, delete) |
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* permissions are assigned to groups (and not to users) |
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For *CubicWeb* in particular: |
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* we associate rights at the entities/relations schema level |
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* the default groups are: `managers`, `users` and `guests` |
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* users belong to the `users` group |
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* there is a virtual group called `owners` to which we can associate only |
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`delete` and `update` permissions |
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* we can not add users to the `owners` group, they are implicitly added to it |
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according to the context of the objects they own |
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319 |
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* the permissions of this group are only checked on `update`/`delete` actions |
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if all the other groups the user belongs to do not provide those permissions |
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322 |
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Setting permissions is done with the attribute `__permissions__` of entities and |
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relation definition. The value of this attribute is a dictionary where the keys |
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are the access types (action), and the values are the authorized groups or |
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expressions. |
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For an entity type, the possible actions are `read`, `add`, `update` and |
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`delete`. |
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330 |
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331 |
For a relation, the possible actions are `read`, `add`, and `delete`. |
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332 |
|
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333 |
For an attribute, the possible actions are `read`, and `update`. |
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|
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For each access type, a tuple indicates the name of the authorized groups and/or |
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336 |
one or multiple RQL expressions to satisfy to grant access. The access is |
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provided if the user is in one of the listed groups or if one of the RQL condition |
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338 |
is satisfied. |
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Default permissions |
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341 |
``````````````````` |
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The default permissions for ``EntityType`` are: |
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345 |
.. sourcecode:: python |
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346 |
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__permissions__ = { |
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'read': ('managers', 'users', 'guests',), |
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349 |
'update': ('managers', 'owners',), |
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350 |
'delete': ('managers', 'owners'), |
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351 |
'add': ('managers', 'users',) |
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} |
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353 |
|
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The default permissions for relations are: |
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355 |
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356 |
.. sourcecode:: python |
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__permissions__ = {'read': ('managers', 'users', 'guests',), |
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359 |
'delete': ('managers', 'users'), |
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360 |
'add': ('managers', 'users',)} |
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|
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The default permissions for attributes are: |
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363 |
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364 |
.. sourcecode:: python |
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|
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__permissions__ = {'read': ('managers', 'users', 'guests',), |
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'update': ('managers', ERQLExpression('U has_update_permission X')),} |
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368 |
|
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369 |
The standard user groups |
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370 |
```````````````````````` |
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371 |
|
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372 |
* `guests` |
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373 |
|
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374 |
* `users` |
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375 |
|
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376 |
* `managers` |
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377 |
|
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378 |
* `owners`: virtual group corresponding to the entity's owner. |
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379 |
This can only be used for the actions `update` and `delete` of an entity |
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380 |
type. |
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381 |
|
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382 |
It is also possible to use specific groups if they are defined in the precreate |
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383 |
script of the cube (``migration/precreate.py``). Defining groups in postcreate |
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384 |
script or later makes them unavailable for security purposes (in this case, an |
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385 |
`sync_schema_props_perms` command has to be issued in a CubicWeb shell). |
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386 |
|
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387 |
|
3283 | 388 |
Use of RQL expression for write permissions |
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389 |
``````````````````````````````````````````` |
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390 |
|
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391 |
It is possible to define RQL expression to provide update permission (`add`, |
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392 |
`delete` and `update`) on entity type / relation definitions. An rql expression |
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393 |
is a piece of query (corresponds to the WHERE statement of an RQL query), and the |
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394 |
expression will be considered as satisfied if it returns some results. They can |
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395 |
not be used in `read` permission. |
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396 |
|
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397 |
To use RQL expression in entity type permission: |
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398 |
|
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399 |
* you have to use the class :class:`~cubicweb.schema.ERQLExpression` |
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400 |
|
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401 |
* in this expression, the variables `X` and `U` are pre-defined references |
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402 |
respectively on the current entity (on which the action is verified) and on the |
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403 |
user who send the request |
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404 |
|
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405 |
For RQL expressions on a relation type, the principles are the same except for |
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406 |
the following: |
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407 |
|
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408 |
* you have to use the class :class:`~cubicweb.schema.RRQLExpression` instead of |
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:class:`~cubicweb.schema.ERQLExpression` |
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* in the expression, the variables `S`, `O` and `U` are pre-defined references to |
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412 |
respectively the subject and the object of the current relation (on which the |
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413 |
action is being verified) and the user who executed the query |
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414 |
|
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415 |
To define security for attributes of an entity (non-final relation), you have to |
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416 |
use the class :class:`~cubicweb.schema.ERQLExpression` in which `X` represents |
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417 |
the entity the attribute belongs to. |
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418 |
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419 |
It is possible to use in those expression a special relation |
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420 |
`has_<ACTION>_permission` where the subject is the user (eg 'U') and the object |
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421 |
is any variable representing an entity (usually 'X' in |
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422 |
:class:`~cubicweb.schema.ERQLExpression`, 'S' or 'O' in |
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423 |
:class:`~cubicweb.schema.RRQLExpression`), meaning that the user needs to have |
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424 |
permission to execute the action <ACTION> on the entities represented by this |
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425 |
variable. It's recommanded to use this feature whenever possible since it |
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426 |
simplify greatly complex security definition and upgrade. |
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427 |
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428 |
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429 |
.. sourcecode:: python |
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430 |
|
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431 |
class my_relation(RelationDefinition): |
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432 |
__permissions__ = {'read': ('managers', 'users'), |
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433 |
'add': ('managers', RRQLExpression('U has_update_permission S')), |
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434 |
'delete': ('managers', RRQLExpression('U has_update_permission S')) |
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435 |
} |
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436 |
|
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437 |
In the above example, user will be allowed to add/delete `my_relation` if he has |
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438 |
the `update` permission on the subject of the relation. |
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439 |
|
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440 |
.. note:: |
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441 |
|
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442 |
Potentially, the `use of an RQL expression to add an entity or a relation` can |
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443 |
cause problems for the user interface, because if the expression uses the |
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444 |
entity or the relation to create, we are not able to verify the permissions |
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445 |
before we actually added the entity (please note that this is not a problem for |
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446 |
the RQL server at all, because the permissions checks are done after the |
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447 |
creation). In such case, the permission check methods |
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448 |
(CubicWebEntitySchema.check_perm and has_perm) can indicate that the user is |
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449 |
not allowed to create this entity while it would obtain the permission. To |
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450 |
compensate this problem, it is usually necessary in such case to use an action |
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451 |
that reflects the schema permissions but which check properly the permissions |
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452 |
so that it would show up only if possible. |
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453 |
|
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delete-trailing-whitespace
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454 |
|
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455 |
Use of RQL expression for reading rights |
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456 |
```````````````````````````````````````` |
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457 |
|
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458 |
The principles are the same but with the following restrictions: |
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459 |
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460 |
* you can not use rql expression for the `read` permission of relations and |
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461 |
attributes, |
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462 |
|
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463 |
* you can not use special `has_<ACTION>_permission` relation in the rql |
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464 |
expression. |
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465 |
|
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466 |
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467 |
Important notes about write permissions checking |
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468 |
```````````````````````````````````````````````` |
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469 |
|
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470 |
Write permissions (e.g. 'add', 'update', 'delete') are checked in core hooks. |
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471 |
|
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472 |
When a permission is checked slightly vary according to if it's an entity or |
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473 |
relation, and if the relation is an attribute relation or not). It's important to |
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474 |
understand that since according to when a permission is checked, values returned |
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475 |
by rql expressions may changes, hence the permission being granted or not. |
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476 |
|
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477 |
Here are the current rules: |
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478 |
|
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479 |
1. permission to add/update entity and its attributes are checked: |
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480 |
|
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481 |
- on commit if the entity has been added |
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482 |
|
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483 |
- in an 'after_update_entity' hook if the entity has been updated. If it fails |
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484 |
at this time, it will be retried on commit (hence you get the permission if |
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485 |
you have it just after the modification or *at* commit time) |
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486 |
|
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487 |
2. permission to delete an entity is checked in 'before_delete_entity' hook |
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488 |
|
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489 |
3. permission to add a relation is checked either: |
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490 |
|
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491 |
- in 'before_add_relation' hook if the relation type is in the |
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492 |
`BEFORE_ADD_RELATIONS` set |
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493 |
|
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494 |
- else at commit time if the relation type is in the `ON_COMMIT_ADD_RELATIONS` |
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495 |
set |
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496 |
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497 |
- else in 'after_add_relation' hook (the default) |
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498 |
|
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499 |
4. permission to delete a relation is checked in 'before_delete_relation' hook |
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500 |
|
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501 |
Last but not least, remember queries issued from hooks and operation are by |
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502 |
default 'unsafe', eg there are no read or write security checks. |
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503 |
|
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504 |
See :mod:`cubicweb.hooks.security` for more details. |
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505 |
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506 |
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507 |
.. _yams_example: |
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508 |
|
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509 |
Defining your schema using yams |
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510 |
------------------------------- |
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511 |
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512 |
Entity type definition |
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513 |
~~~~~~~~~~~~~~~~~~~~~~ |
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515 |
An entity type is defined by a Python class which inherits from |
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516 |
:class:`yams.buildobjs.EntityType`. The class definition contains the |
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517 |
description of attributes and relations for the defined entity type. |
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518 |
The class name corresponds to the entity type name. It is expected to |
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519 |
be defined in the module ``mycube.schema``. |
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520 |
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521 |
:Note on schema definition: |
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522 |
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523 |
The code in ``mycube.schema`` is not meant to be executed. The class |
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524 |
EntityType mentioned above is different from the EntitySchema class |
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525 |
described in the previous chapter. EntityType is a helper class to |
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526 |
make Entity definition easier. Yams will process EntityType classes |
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527 |
and create EntitySchema instances from these class definitions. Similar |
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528 |
manipulation happen for relations. |
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529 |
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530 |
When defining a schema using python files, you may use the following shortcuts: |
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531 |
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532 |
- `required`: boolean indicating if the attribute is required, ed subject cardinality is '1' |
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533 |
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534 |
- `vocabulary`: specify static possible values of an attribute |
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535 |
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536 |
- `maxsize`: integer providing the maximum size of a string (no limit by default) |
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537 |
|
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|
538 |
For example: |
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539 |
|
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540 |
.. sourcecode:: python |
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541 |
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542 |
class Person(EntityType): |
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543 |
"""A person with the properties and the relations necessary for my |
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544 |
application""" |
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545 |
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546 |
last_name = String(required=True, fulltextindexed=True) |
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547 |
first_name = String(required=True, fulltextindexed=True) |
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548 |
title = String(vocabulary=('Mr', 'Mrs', 'Miss')) |
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549 |
date_of_birth = Date() |
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550 |
works_for = SubjectRelation('Company', cardinality='?*') |
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551 |
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552 |
|
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553 |
The entity described above defines three attributes of type String, |
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554 |
last_name, first_name and title, an attribute of type Date for the date of |
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555 |
birth and a relation that connects a `Person` to another entity of type |
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556 |
`Company` through the semantic `works_for`. |
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557 |
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[book] Talk about RichString in 'Yams schema' section
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558 |
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559 |
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560 |
:Naming convention: |
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561 |
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562 |
Entity class names must start with an uppercase letter. The common |
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563 |
usage is to use ``CamelCase`` names. |
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564 |
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565 |
Attribute and relation names must start with a lowercase letter. The |
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|
566 |
common usage is to use ``underscore_separated_words``. Attribute and |
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567 |
relation names starting with a single underscore are permitted, to |
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|
568 |
denote a somewhat "protected" or "private" attribute. |
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569 |
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570 |
In any case, identifiers starting with "CW" or "cw" are reserved for |
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|
571 |
internal use by the framework. |
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|
572 |
|
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|
573 |
.. _Metadata: |
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574 |
|
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|
575 |
Some attribute using the name of another attribute as prefix are considered |
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|
576 |
metadata. For example, if an EntityType have both a ``data`` and |
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|
577 |
``data_format`` attribute, ``data_format`` is view as the ``format`` metadata |
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|
578 |
of ``data``. Later the :meth:`cw_attr_metadata` method will allow you to fetch |
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|
579 |
metadata related to an attribute. There are only three valid metadata names: |
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|
580 |
``format``, ``encoding`` and ``name``. |
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581 |
|
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582 |
|
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583 |
The name of the Python attribute corresponds to the name of the attribute |
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584 |
or the relation in *CubicWeb* application. |
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585 |
|
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586 |
An attribute is defined in the schema as follows:: |
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587 |
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588 |
attr_name = AttrType(*properties, metadata={}) |
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589 |
|
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|
590 |
where |
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591 |
|
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|
592 |
* `AttrType`: is one of the type listed in EntityType_, |
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593 |
|
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|
594 |
* `properties`: is a list of the attribute needs to satisfy (see `Properties`_ |
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|
595 |
for more details), |
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596 |
|
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|
597 |
* `metadata`: is a dictionary of meta attributes related to ``attr_name``. |
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|
598 |
Dictionary keys are the name of the meta attribute. Dictionary values |
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599 |
attributes objects (like the content of ``AttrType``). For each entry of the |
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600 |
metadata dictionary a ``<attr_name>_<key> = <value>`` attribute is |
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|
601 |
automaticaly added to the EntityType. see `Metadata`_ section for details |
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|
602 |
about valid key. |
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603 |
|
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604 |
|
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|
605 |
--- |
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606 |
|
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|
607 |
While building your schema |
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608 |
|
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609 |
* it is possible to use the attribute `meta` to flag an entity type as a `meta` |
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610 |
(e.g. used to describe/categorize other entities) |
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611 |
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612 |
.. XXX the paragraph below needs clarification and / or moving out in |
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613 |
.. another place |
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614 |
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615 |
*Note*: if you end up with an `if` in the definition of your entity, this probably |
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616 |
means that you need two separate entities that implement the `ITree` interface and |
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617 |
get the result from `.children()` which ever entity is concerned. |
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.. Inheritance |
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620 |
.. ``````````` |
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621 |
.. XXX feed me |
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622 |
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623 |
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624 |
Definition of relations |
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~~~~~~~~~~~~~~~~~~~~~~~ |
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|
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.. XXX add note about defining relation type / definition |
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628 |
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629 |
A relation is defined by a Python class heriting `RelationType`. The name |
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630 |
of the class corresponds to the name of the type. The class then contains |
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631 |
a description of the properties of this type of relation, and could as well |
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contain a string for the subject and a string for the object. This allows to create |
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633 |
new definition of associated relations, (so that the class can have the |
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634 |
definition properties from the relation) for example :: |
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635 |
|
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class locked_by(RelationType): |
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637 |
"""relation on all entities indicating that they are locked""" |
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638 |
inlined = True |
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639 |
cardinality = '?*' |
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640 |
subject = '*' |
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641 |
object = 'CWUser' |
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|
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If provided, the `subject` and `object` attributes denote the subject |
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and object of the various relation definitions related to the relation |
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type. Allowed values for these attributes are: |
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647 |
* a string corresponding to an entity type |
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* a tuple of string corresponding to multiple entity types |
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* the '*' special string, meaning all types of entities |
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650 |
|
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651 |
When a relation is not inlined and not symmetrical, and it does not require |
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652 |
specific permissions, it can be defined using a `SubjectRelation` |
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653 |
attribute in the EntityType class. The first argument of `SubjectRelation` gives |
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654 |
the entity type for the object of the relation. |
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656 |
:Naming convention: |
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657 |
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658 |
Although this way of defining relations uses a Python class, the |
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659 |
naming convention defined earlier prevails over the PEP8 conventions |
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660 |
used in the framework: relation type class names use |
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661 |
``underscore_separated_words``. |
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663 |
:Historical note: |
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664 |
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665 |
It has been historically possible to use `ObjectRelation` which |
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666 |
defines a relation in the opposite direction. This feature is |
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667 |
deprecated and therefore should not be used in newly written code. |
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668 |
|
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669 |
:Future deprecation note: |
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670 |
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671 |
In an even more remote future, it is quite possible that the |
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672 |
SubjectRelation shortcut will become deprecated, in favor of the |
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673 |
RelationType declaration which offers some advantages in the context |
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674 |
of reusable cubes. |
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675 |
|
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backport stable
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|
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679 |
Handling schema changes |
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680 |
~~~~~~~~~~~~~~~~~~~~~~~ |
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681 |
|
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682 |
Also, it should be clear that to properly handle data migration, an |
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683 |
instance's schema is stored in the database, so the python schema file |
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684 |
used to defined it is only read when the instance is created or |
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685 |
upgraded. |
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|
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687 |
.. XXX complete me |