`nemo_microservices.data_designer.config.sampler_params`#

Module Contents#

Classes#

`BernoulliMixtureSamplerParams`
`BernoulliSamplerParams`
`BinomialSamplerParams`
`CategorySamplerParams`
`DatetimeSamplerParams`
`GaussianSamplerParams`
`PersonSamplerParams`
`PoissonSamplerParams`
`SamplerType`
`ScipySamplerParams`
`SubcategorySamplerParams`
`TimeDeltaSamplerParams`
`UUIDSamplerParams`
`UniformSamplerParams`

Functions#

is_numerical_sampler_type

Data#

`SamplerParamsT`
`SexT`

API#

class nemo_microservices.data_designer.config.sampler_params.BernoulliMixtureSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

dist_name: str#: ‘Field(…)’

dist_params: dict#: ‘Field(…)’

p: float#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.BernoulliSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

p: float#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.BinomialSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

n: int#: ‘Field(…)’

p: float#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.CategorySamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

values: list[str | int | float]#: ‘Field(…)’

weights: list[float] | None#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.DatetimeSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

end: str#: ‘Field(…)’

start: str#: ‘Field(…)’

unit: Literal[Y, M, D, h, m, s]#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.GaussianSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

decimal_places: int | None#: ‘Field(…)’

mean: float#: ‘Field(…)’

stddev: float#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.PersonSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

age_range: list[int]#: ‘Field(…)’

city: str | list[str] | None#: ‘Field(…)’

property generator_kwargs: list[str]#: Keyword arguments to pass to the person generator.

locale: str#: ‘Field(…)’

property people_gen_key: str#

sample_dataset_when_available: bool#: ‘Field(…)’

sex: nemo_microservices.data_designer.config.sampler_params.SexT | None#: ‘Field(…)’

state: str | list[str] | None#: ‘Field(…)’

with_synthetic_personas: bool#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.PoissonSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

mean: float#: ‘Field(…)’

nemo_microservices.data_designer.config.sampler_params.SamplerParamsT: typing_extensions.TypeAlias#: None

class nemo_microservices.data_designer.config.sampler_params.SamplerType#

Bases: str, enum.Enum

BERNOULLI#: ‘bernoulli’

BERNOULLI_MIXTURE#: ‘bernoulli_mixture’

BINOMIAL#: ‘binomial’

CATEGORY#: ‘category’

DATETIME#: ‘datetime’

GAUSSIAN#: ‘gaussian’

PERSON#: ‘person’

POISSON#: ‘poisson’

SCIPY#: ‘scipy’

SUBCATEGORY#: ‘subcategory’

TIMEDELTA#: ‘timedelta’

UNIFORM#: ‘uniform’

UUID#: ‘uuid’

class nemo_microservices.data_designer.config.sampler_params.ScipySamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

decimal_places: int | None#: ‘Field(…)’

dist_name: str#: ‘Field(…)’

dist_params: dict#: ‘Field(…)’

nemo_microservices.data_designer.config.sampler_params.SexT: typing_extensions.TypeAlias#: None

class nemo_microservices.data_designer.config.sampler_params.SubcategorySamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

category: str#: ‘Field(…)’

values: dict[str, list[str | int | float]]#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.TimeDeltaSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

dt_max: int#: ‘Field(…)’

dt_min: int#: ‘Field(…)’

reference_column_name: str#: ‘Field(…)’

unit: Literal[D, h, m, s]#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.UUIDSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

property last_index: int#

prefix: str | None#: ‘Field(…)’

short_form: bool#: ‘Field(…)’

uppercase: bool#: ‘Field(…)’

class nemo_microservices.data_designer.config.sampler_params.UniformSamplerParams(/, **data: Any)#

Bases: nemo_microservices.data_designer.config.base.ConfigBase

decimal_places: int | None#: ‘Field(…)’

high: float#: ‘Field(…)’

low: float#: ‘Field(…)’

nemo_microservices.data_designer.config.sampler_params.is_numerical_sampler_type( sampler_type: nemo_microservices.data_designer.config.sampler_params.SamplerType, ) → bool#

nemo_microservices.data_designer.config.sampler_params#

Module Contents#

Classes#

Functions#

Data#

API#

`nemo_microservices.data_designer.config.sampler_params`#