adapt – Types adaptation#
The psycopg.adapt module exposes a set of objects useful for the
configuration of data adaptation, which is the conversion of Python objects
to PostgreSQL data types and back.
These objects are useful if you need to configure data adaptation, i.e. if you need to change the default way that Psycopg converts between types or if you want to adapt custom data types and objects. You don’t need this object in the normal use of Psycopg.
See Data adaptation configuration for an overview of the Psycopg adaptation system.
Dumpers and loaders#
- class psycopg.adapt.Dumper(cls, context=None)#
Convert Python object of the type
clsto PostgreSQL representation.This is an abstract base class, partially implementing the
Dumperprotocol. Subclasses must at least implement thedump()method and optionally override other members.- abstract dump(obj: Any) Optional[Union[bytes, bytearray, memoryview]]#
Convert the object
objto PostgreSQL representation.- Parameters:
obj – the object to convert.
Changed in version 3.2:
dump()can also returnNone, to represent aNULLin the database.
- format: psycopg.pq.Format = TEXT#
Class attribute. Set it to
BINARYif the classdump()methods converts the object to binary format.
- quote(obj: Any) Union[bytes, bytearray, memoryview]#
By default return the
dump()value quoted and sanitised, so that the result can be used to build a SQL string. This works well for most types and you won’t likely have to implement this method in a subclass.
- get_key(obj: Any, format: PyFormat) Union[type, tuple['DumperKey', ...]]#
Implementation of the
get_key()member of theDumperprotocol. Look at its definition for details.This implementation returns the
clspassed in the constructor. Subclasses needing to specialise the PostgreSQL type according to the value of the object dumped (not only according to to its type) should override this class.
- class psycopg.adapt.Loader(oid, context=None)#
Convert PostgreSQL values with type OID
oidto Python objects.This is an abstract base class, partially implementing the
Loaderprotocol. Subclasses must at least implement theload()method and optionally override other members.- abstract load(data: Union[bytes, bytearray, memoryview]) Any#
Convert a PostgreSQL value to a Python object.
- format: psycopg.pq.Format = TEXT#
Class attribute. Set it to
BINARYif the classload()methods converts the object from binary format.
Other objects used in adaptations#
- class psycopg.adapt.PyFormat(value)#
Enum representing the format wanted for a query argument.
The value
AUTOallows psycopg to choose the best format for a certain parameter.- AUTO = 's'#
- TEXT = 't'#
- BINARY = 'b'#
- class psycopg.adapt.AdaptersMap(template: Optional[AdaptersMap] = None, types: Optional[TypesRegistry] = None)#
Establish how types should be converted between Python and PostgreSQL in an
AdaptContext.AdaptersMapmaps Python types toDumperclasses to define how Python types are converted to PostgreSQL, and maps OIDs toLoaderclasses to establish how query results are converted to Python.Every
AdaptContextobject has an underlyingAdaptersMapdefining how types are converted in that context, exposed as theadaptersattribute: changing such map allows to customise adaptation in a context without changing separated contexts.When a context is created from another context (for instance when a
Cursoris created from aConnection), the parent’sadaptersare used as template for the child’sadapters, so that every cursor created from the same connection use the connection’s types configuration, but separate connections have independent mappings.Once created,
AdaptersMapare independent. This means that objects already created are not affected if a wider scope (e.g. the global one) is changed.The connections adapters are initialised using a global
AdptersMaptemplate, exposed aspsycopg.adapters: changing such mapping allows to customise the type mapping for every connections created afterwards.The object can start empty or copy from another object of the same class. Copies are copy-on-write: if the maps are updated make a copy. This way extending e.g. global map by a connection or a connection map from a cursor is cheap: a copy is only made on customisation.
See also
Data adaptation configuration for an explanation about how contexts are connected.
- register_dumper(cls: type | str | None, dumper: type[psycopg.abc.Dumper]) None#
Configure the context to use
dumperto convert objects of typecls.If two dumpers with different
formatare registered for the same type, the last one registered will be chosen when the query doesn’t specify a format (i.e. when the value is used with a%s“AUTO” placeholder).- Parameters:
cls – The type to manage.
dumper – The dumper to register for
cls.
If
clsis specified as string it will be lazy-loaded, so that it will be possible to register it without importing it before. In this case it should be the fully qualified name of the object (e.g."uuid.UUID").If
clsis None, only use the dumper when looking up usingget_dumper_by_oid(), which happens when we know the Postgres type to adapt to, but not the Python type that will be adapted (e.g. in COPY after usingset_types()).
- register_loader(oid: int | str, loader: type[psycopg.abc.Loader]) None#
Configure the context to use
loaderto convert data of oidoid.- Parameters:
oid – The PostgreSQL OID or type name to manage.
loader – The loar to register for
oid.
If
oidis specified as string, it refers to a type name, which is looked up in thetypesregistry.
- types#
The object where to look up for types information (such as the mapping between type names and oids in the specified context).
- Type:
- get_dumper(cls: type, format: PyFormat) type[psycopg.abc.Dumper]#
Return the dumper class for the given type and format.
Raise
ProgrammingErrorif a class is not available.- Parameters:
cls – The class to adapt.
format – The format to dump to. If
AUTO, use the last one of the dumpers registered oncls.
- get_dumper_by_oid(oid: int, format: Format) type[psycopg.abc.Dumper]#
Return the dumper class for the given oid and format.
Raise
ProgrammingErrorif a class is not available.- Parameters:
oid – The oid of the type to dump to.
format – The format to dump to.
- class psycopg.adapt.Transformer(context=None)#
An object that can adapt efficiently between Python and PostgreSQL.
The life cycle of the object is the query, so it is assumed that attributes such as the server version or the connection encoding will not change. The object have its state so adapting several values of the same type can be optimised.
- Parameters:
context (
AdaptContext) – The context where the transformer should operate.