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
cls
to PostgreSQL representation.This is an abstract base class, partially implementing the
Dumper
protocol. Subclasses must at least implement thedump()
method and optionally override other members.- abstract dump(obj: Any) Optional[Union[bytes, bytearray, memoryview]] #
Convert the object
obj
to PostgreSQL representation.- Parameters:
obj – the object to convert.
Changed in version 3.2:
dump()
can also returnNone
, to represent aNULL
in the database.
- format: psycopg.pq.Format = TEXT#
Class attribute. Set it to
BINARY
if 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) abc.DumperKey #
Implementation of the
get_key()
member of theDumper
protocol. Look at its definition for details.This implementation returns the
cls
passed 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
oid
to Python objects.This is an abstract base class, partially implementing the
Loader
protocol. 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
BINARY
if 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
AUTO
allows 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
.AdaptersMap
maps Python types toDumper
classes to define how Python types are converted to PostgreSQL, and maps OIDs toLoader
classes to establish how query results are converted to Python.Every
AdaptContext
object has an underlyingAdaptersMap
defining how types are converted in that context, exposed as theadapters
attribute: 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
Cursor
is created from aConnection
), the parent’sadapters
are 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,
AdaptersMap
are 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
AdptersMap
template, 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
dumper
to convert objects of typecls
.If two dumpers with different
format
are 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
cls
is 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
cls
is 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
loader
to convert data of oidoid
.- Parameters:
oid – The PostgreSQL OID or type name to manage.
loader – The loar to register for
oid
.
If
oid
is specified as string, it refers to a type name, which is looked up in thetypes
registry.
- 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
ProgrammingError
if 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
ProgrammingError
if 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.