# Auto-generated. Do not edit!
'''
The ``domains`` module provides functions for creating and using domains.
For more context, see :ref:`domains in the User Guide <domains-user-guide>`.
For convenience, all the functions of this module are also available from :py:mod:`opendp.prelude`.
We suggest importing under the conventional name ``dp``:
.. code:: python
>>> import opendp.prelude as dp
'''
from opendp._convert import *
from opendp._lib import *
from opendp.mod import *
from opendp.typing import *
__all__ = [
"_domain_free",
"_lazyframe_from_domain",
"_user_domain_descriptor",
"atom_domain",
"bitvector_domain",
"domain_carrier_type",
"domain_debug",
"domain_type",
"expr_domain",
"lazyframe_domain",
"map_domain",
"member",
"option_domain",
"series_domain",
"user_domain",
"vector_domain",
"with_margin"
]
def _domain_free(
this
):
r"""Internal function. Free the memory associated with `this`.
:param this:
:type this: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_this = this
# Call library function.
lib_function = lib.opendp_domains___domain_free
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_this), ctypes.c_void_p))
return output
def _lazyframe_from_domain(
domain: Domain
):
r"""Construct an empty LazyFrame with the same schema as in the LazyFrameDomain.
This is useful for creating a dummy lazyframe used to write a query plan.
[_lazyframe_from_domain in Rust documentation.](https://docs.rs/opendp/0.11.1/opendp/domains/fn._lazyframe_from_domain.html)
:param domain: A LazyFrameDomain.
:type domain: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_domain = py_to_c(domain, c_type=Domain, type_name=LazyFrameDomain)
# Call library function.
lib_function = lib.opendp_domains___lazyframe_from_domain
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_domain), AnyObjectPtr))
return output
def _user_domain_descriptor(
domain: Domain
):
r"""Retrieve the descriptor value stored in a user domain.
:param domain: The UserDomain to extract the descriptor from
:type domain: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_domain = py_to_c(domain, c_type=Domain, type_name=AnyDomain)
# Call library function.
lib_function = lib.opendp_domains___user_domain_descriptor
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_domain), ExtrinsicObjectPtr))
return output
[docs]
def atom_domain(
bounds = None,
nullable: bool = False,
T: Optional[RuntimeTypeDescriptor] = None
) -> Domain:
r"""Construct an instance of `AtomDomain`.
[atom_domain in Rust documentation.](https://docs.rs/opendp/0.11.1/opendp/domains/fn.atom_domain.html)
:param bounds:
:param nullable:
:type nullable: bool
:param T: The type of the atom.
:type T: :py:ref:`RuntimeTypeDescriptor`
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
:example:
>>> dp.atom_domain(T=float)
AtomDomain(T=f64)
"""
# Standardize type arguments.
T = RuntimeType.parse_or_infer(type_name=T, public_example=get_first(bounds))
# Convert arguments to c types.
c_bounds = py_to_c(bounds, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[RuntimeType(origin='Tuple', args=[T, T])]))
c_nullable = py_to_c(nullable, c_type=ctypes.c_bool, type_name=bool)
c_T = py_to_c(T, c_type=ctypes.c_char_p)
# Call library function.
lib_function = lib.opendp_domains__atom_domain
lib_function.argtypes = [AnyObjectPtr, ctypes.c_bool, ctypes.c_char_p]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_bounds, c_nullable, c_T), Domain))
return output
[docs]
def bitvector_domain(
max_weight = None
) -> Domain:
r"""Construct an instance of `BitVectorDomain`.
:param max_weight: The maximum number of positive bits.
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_max_weight = py_to_c(max_weight, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[u32]))
# Call library function.
lib_function = lib.opendp_domains__bitvector_domain
lib_function.argtypes = [AnyObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_max_weight), Domain))
return output
[docs]
def domain_carrier_type(
this: Domain
) -> str:
r"""Get the carrier type of a `domain`.
:param this: The domain to retrieve the carrier type from.
:type this: Domain
:rtype: str
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_this = py_to_c(this, c_type=Domain, type_name=None)
# Call library function.
lib_function = lib.opendp_domains__domain_carrier_type
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_this), ctypes.c_char_p))
return output
[docs]
def domain_debug(
this: Domain
) -> str:
r"""Debug a `domain`.
:param this: The domain to debug (stringify).
:type this: Domain
:rtype: str
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_this = py_to_c(this, c_type=Domain, type_name=None)
# Call library function.
lib_function = lib.opendp_domains__domain_debug
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_this), ctypes.c_char_p))
return output
[docs]
def domain_type(
this: Domain
) -> str:
r"""Get the type of a `domain`.
:param this: The domain to retrieve the type from.
:type this: Domain
:rtype: str
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_this = py_to_c(this, c_type=Domain, type_name=None)
# Call library function.
lib_function = lib.opendp_domains__domain_type
lib_function.argtypes = [Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_this), ctypes.c_char_p))
return output
[docs]
def expr_domain(
lazyframe_domain: Domain,
grouping_columns: Optional[list[str]] = None
) -> Domain:
r"""Construct an ExprDomain from a LazyFrameDomain.
Must pass either `context` or `grouping_columns`.
:param lazyframe_domain: the domain of the LazyFrame to be constructed
:type lazyframe_domain: Domain
:param grouping_columns: set when creating an expression that aggregates
:type grouping_columns: list[str]
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
assert_features("contrib")
# No type arguments to standardize.
# Convert arguments to c types.
c_lazyframe_domain = py_to_c(lazyframe_domain, c_type=Domain, type_name=None)
c_grouping_columns = py_to_c(grouping_columns, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[RuntimeType(origin='Vec', args=[String])]))
# Call library function.
lib_function = lib.opendp_domains__expr_domain
lib_function.argtypes = [Domain, AnyObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_lazyframe_domain, c_grouping_columns), Domain))
return output
[docs]
def lazyframe_domain(
series_domains
) -> Domain:
r"""Construct an instance of `LazyFrameDomain`.
:param series_domains: Domain of each series in the lazyframe.
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_series_domains = py_to_c(series_domains, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Vec', args=[SeriesDomain]))
# Call library function.
lib_function = lib.opendp_domains__lazyframe_domain
lib_function.argtypes = [AnyObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_series_domains), Domain))
return output
[docs]
def map_domain(
key_domain: Domain,
value_domain: Domain
) -> Domain:
r"""Construct an instance of `MapDomain`.
:param key_domain: domain of keys in the hashmap
:type key_domain: Domain
:param value_domain: domain of values in the hashmap
:type value_domain: Domain
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_key_domain = py_to_c(key_domain, c_type=Domain, type_name=AnyDomain)
c_value_domain = py_to_c(value_domain, c_type=Domain, type_name=AnyDomain)
# Call library function.
lib_function = lib.opendp_domains__map_domain
lib_function.argtypes = [Domain, Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_key_domain, c_value_domain), Domain))
return output
[docs]
def member(
this: Domain,
val
):
r"""Check membership in a `domain`.
:param this: The domain to check membership in.
:type this: Domain
:param val: A potential element of the domain.
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_this = py_to_c(this, c_type=Domain, type_name=AnyDomain)
c_val = py_to_c(val, c_type=AnyObjectPtr, type_name=domain_carrier_type(this))
# Call library function.
lib_function = lib.opendp_domains__member
lib_function.argtypes = [Domain, AnyObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_this, c_val), BoolPtr))
return output
[docs]
def option_domain(
element_domain: Domain,
D: Optional[RuntimeTypeDescriptor] = None
) -> Domain:
r"""Construct an instance of `OptionDomain`.
[option_domain in Rust documentation.](https://docs.rs/opendp/0.11.1/opendp/domains/fn.option_domain.html)
:param element_domain:
:type element_domain: Domain
:param D: The type of the inner domain.
:type D: :py:ref:`RuntimeTypeDescriptor`
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# Standardize type arguments.
D = RuntimeType.parse_or_infer(type_name=D, public_example=element_domain)
# Convert arguments to c types.
c_element_domain = py_to_c(element_domain, c_type=Domain, type_name=D)
c_D = py_to_c(D, c_type=ctypes.c_char_p)
# Call library function.
lib_function = lib.opendp_domains__option_domain
lib_function.argtypes = [Domain, ctypes.c_char_p]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_element_domain, c_D), Domain))
return output
[docs]
def series_domain(
name: str,
element_domain: Domain
) -> Domain:
r"""Construct an instance of `SeriesDomain`.
[series_domain in Rust documentation.](https://docs.rs/opendp/0.11.1/opendp/domains/fn.series_domain.html)
:param name: The name of the series.
:type name: str
:param element_domain: The domain of elements in the series.
:type element_domain: Domain
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_name = py_to_c(name, c_type=ctypes.c_char_p, type_name=str)
c_element_domain = py_to_c(element_domain, c_type=Domain, type_name=None)
# Call library function.
lib_function = lib.opendp_domains__series_domain
lib_function.argtypes = [ctypes.c_char_p, Domain]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_name, c_element_domain), Domain))
return output
[docs]
def user_domain(
identifier: str,
member,
descriptor = None
) -> Domain:
r"""Construct a new UserDomain.
Any two instances of an UserDomain are equal if their string descriptors are equal.
Contains a function used to check if any value is a member of the domain.
:param identifier: A string description of the data domain.
:type identifier: str
:param member: A function used to test if a value is a member of the data domain.
:param descriptor: Additional constraints on the domain.
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
assert_features("honest-but-curious")
# No type arguments to standardize.
# Convert arguments to c types.
c_identifier = py_to_c(identifier, c_type=ctypes.c_char_p, type_name=None)
c_member = py_to_c(member, c_type=CallbackFn, type_name=bool)
c_descriptor = py_to_c(descriptor, c_type=ExtrinsicObjectPtr, type_name=ExtrinsicObject)
# Call library function.
lib_function = lib.opendp_domains__user_domain
lib_function.argtypes = [ctypes.c_char_p, CallbackFn, ExtrinsicObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_identifier, c_member, c_descriptor), Domain))
output._depends_on(c_member)
return output
[docs]
def vector_domain(
atom_domain: Domain,
size = None
) -> Domain:
r"""Construct an instance of `VectorDomain`.
:param atom_domain: The inner domain.
:type atom_domain: Domain
:param size:
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_atom_domain = py_to_c(atom_domain, c_type=Domain, type_name=None)
c_size = py_to_c(size, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[i32]))
# Call library function.
lib_function = lib.opendp_domains__vector_domain
lib_function.argtypes = [Domain, AnyObjectPtr]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_atom_domain, c_size), Domain))
return output
[docs]
def with_margin(
frame_domain: Domain,
by,
max_partition_length = None,
max_num_partitions = None,
max_partition_contributions = None,
max_influenced_partitions = None,
public_info: Optional[str] = None
) -> Domain:
r"""
:param frame_domain:
:type frame_domain: Domain
:param by:
:param max_partition_length:
:param max_num_partitions:
:param max_partition_contributions:
:param max_influenced_partitions:
:param public_info:
:type public_info: str
:rtype: Domain
:raises TypeError: if an argument's type differs from the expected type
:raises UnknownTypeException: if a type argument fails to parse
:raises OpenDPException: packaged error from the core OpenDP library
"""
# No type arguments to standardize.
# Convert arguments to c types.
c_frame_domain = py_to_c(frame_domain, c_type=Domain, type_name=None)
c_by = py_to_c(by, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Vec', args=[String]))
c_max_partition_length = py_to_c(max_partition_length, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[u32]))
c_max_num_partitions = py_to_c(max_num_partitions, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[u32]))
c_max_partition_contributions = py_to_c(max_partition_contributions, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[u32]))
c_max_influenced_partitions = py_to_c(max_influenced_partitions, c_type=AnyObjectPtr, type_name=RuntimeType(origin='Option', args=[u32]))
c_public_info = py_to_c(public_info, c_type=ctypes.c_char_p, type_name=RuntimeType(origin='Option', args=[String]))
# Call library function.
lib_function = lib.opendp_domains__with_margin
lib_function.argtypes = [Domain, AnyObjectPtr, AnyObjectPtr, AnyObjectPtr, AnyObjectPtr, AnyObjectPtr, ctypes.c_char_p]
lib_function.restype = FfiResult
output = c_to_py(unwrap(lib_function(c_frame_domain, c_by, c_max_partition_length, c_max_num_partitions, c_max_partition_contributions, c_max_influenced_partitions, c_public_info), Domain))
return output
