This documentation is for an old version of OpenDP.

The current release of OpenDP is v0.11.1.

opendp.core module#

opendp.core.domain_carrier_type(D)[source]#

Get the carrier type associated with a domain descriptor

domain_carrier_type in Rust documentation.

Parameters:

D (str) – The domain to get the carrier type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measure_distance_type(M)[source]#

Get the distance type associated with a measure descriptor

measure_distance_type in Rust documentation.

Parameters:

M (str) – The measure to get the distance type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_check(measurement, distance_in, distance_out)[source]#

Check the privacy relation of the measurement at the given d_in, d_out

measurement_check in Rust documentation.

Parameters:

  • measurement (Measurement) – Measurement to check the privacy relation of.

  • distance_in (Any) –

  • distance_out (Any) –

Returns:

True indicates that the relation passed at the given distance.

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_input_carrier_type(this)[source]#

Get the input (carrier) data type of this.

measurement_input_carrier_type in Rust documentation.

Parameters:

this (Measurement) – The measurement to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_input_distance_type(this)[source]#

Get the input distance type of measurement.

measurement_input_distance_type in Rust documentation.

Parameters:

this (Measurement) – The measurement to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_invoke(this, arg)[source]#

Invoke the measurement with arg. Returns a differentially private release.

measurement_invoke in Rust documentation.

Parameters:

  • this (Measurement) – Measurement to invoke.

  • arg (Any) – Input data to supply to the measurement. A member of the measurement’s input domain.

Return type:

Any

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_map(measurement, distance_in)[source]#

Use the measurement to map a given d_in to d_out.

measurement_map in Rust documentation.

Parameters:

  • measurement (Measurement) – Measurement to check the map distances with.

  • distance_in (Any) – Distance in terms of the input metric.

Return type:

Any

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.measurement_output_distance_type(this)[source]#

Get the output distance type of measurement.

measurement_output_distance_type in Rust documentation.

Parameters:

this (Measurement) – The measurement to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.metric_distance_type(M)[source]#

Get the distance type associated with a metric descriptor

metric_distance_type in Rust documentation.

Parameters:

M (str) – The metric to get the distance type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_check(transformation, distance_in, distance_out)[source]#

Check the privacy relation of the measurement at the given d_in, d_out

transformation_check in Rust documentation.

Parameters:

  • transformation (Transformation) –

  • distance_in (Any) –

  • distance_out (Any) –

Returns:

True indicates that the relation passed at the given distance.

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_input_carrier_type(this)[source]#

Get the input (carrier) data type of this.

transformation_input_carrier_type in Rust documentation.

Parameters:

this (Transformation) – The transformation to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_input_distance_type(this)[source]#

Get the input distance type of transformation.

transformation_input_distance_type in Rust documentation.

Parameters:

this (Transformation) – The transformation to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_invoke(this, arg)[source]#

Invoke the transformation with arg. Returns a differentially private release.

transformation_invoke in Rust documentation.

Parameters:

  • this (Transformation) – Transformation to invoke.

  • arg (Any) – Input data to supply to the transformation. A member of the transformation’s input domain.

Return type:

Any

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_map(transformation, distance_in)[source]#

Use the transformation to map a given d_in to d_out.

transformation_map in Rust documentation.

Parameters:

  • transformation (Transformation) – Transformation to check the map distances with.

  • distance_in (Any) – Distance in terms of the input metric.

Return type:

Any

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

opendp.core.transformation_output_distance_type(this)[source]#

Get the output distance type of transformation.

transformation_output_distance_type in Rust documentation.

Parameters:

this (Transformation) – The transformation to retrieve the type from.

Return type:

str

Raises:

  • TypeError – if an argument’s type differs from the expected type

  • UnknownTypeError – if a type argument fails to parse

  • OpenDPException – packaged error from the core OpenDP library

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