Index

_

__init__() (metasyn.distribution.categorical.MultinoulliDistribution method) (metasyn.distribution.constant.ContinuousConstantDistribution method) (metasyn.distribution.constant.DateConstantDistribution method) (metasyn.distribution.constant.DateTimeConstantDistribution method) (metasyn.distribution.constant.DiscreteConstantDistribution method) (metasyn.distribution.constant.StringConstantDistribution method) (metasyn.distribution.constant.TimeConstantDistribution method) (metasyn.distribution.exponential.ExponentialDistribution method) (metasyn.distribution.faker.FakerDistribution method) (metasyn.distribution.faker.UniqueFakerDistribution method) (metasyn.distribution.freetext.FreeTextDistribution method) (metasyn.distribution.na.NADistribution method) (metasyn.distribution.normal.ContinuousNormalDistribution method) (metasyn.distribution.normal.ContinuousTruncatedNormalDistribution method) (metasyn.distribution.normal.DiscreteNormalDistribution method) (metasyn.distribution.normal.DiscreteTruncatedNormalDistribution method) (metasyn.distribution.normal.LogNormalDistribution method) (metasyn.distribution.poisson.PoissonDistribution method) (metasyn.distribution.regex.RegexDistribution method) (metasyn.distribution.regex.UniqueRegexDistribution method) (metasyn.distribution.uniform.ContinuousUniformDistribution method) (metasyn.distribution.uniform.DateTimeUniformDistribution method) (metasyn.distribution.uniform.DateUniformDistribution method) (metasyn.distribution.uniform.DiscreteUniformDistribution method) (metasyn.distribution.uniform.TimeUniformDistribution method) (metasyn.distribution.uniquekey.UniqueKeyDistribution method) (metasyn.MetaFrame method) (metasyn.MetaVar method) (metasyn.MultiFrame method) (metasyn.VarSpec method)

C

ColumnRelation (class in metasyn.multiframe) ContinuousConstantDistribution (class in metasyn.distribution.constant)

ContinuousNormalDistribution (class in metasyn.distribution.normal) ContinuousTruncatedNormalDistribution (class in metasyn.distribution.normal) ContinuousUniformDistribution (class in metasyn.distribution.uniform)

D

DateConstantDistribution (class in metasyn.distribution.constant) DateTimeConstantDistribution (class in metasyn.distribution.constant) DateTimeUniformDistribution (class in metasyn.distribution.uniform) DateUniformDistribution (class in metasyn.distribution.uniform) demo_data() (in module metasyn)

demo_dataframe() (in module metasyn) demo_file() (in module metasyn) DiscreteConstantDistribution (class in metasyn.distribution.constant) DiscreteNormalDistribution (class in metasyn.distribution.normal) DiscreteTruncatedNormalDistribution (class in metasyn.distribution.normal) DiscreteUniformDistribution (class in metasyn.distribution.uniform)

E

Equal (metasyn.multiframe.RelationType attribute)

EqualOrdered (metasyn.multiframe.RelationType attribute) ExponentialDistribution (class in metasyn.distribution.exponential)

F

FakerDistribution (class in metasyn.distribution.faker) fit_dataframes() (metasyn.multiframe.MultiFrame class method) foreign_key (metasyn.multiframe.ColumnRelation attribute)

foreign_table (metasyn.multiframe.ColumnRelation attribute) FreeTextDistribution (class in metasyn.distribution.freetext) from_dict() (metasyn.multiframe.ColumnRelation class method)

I

Infer (metasyn.multiframe.RelationType attribute)

L

load() (metasyn.multiframe.MultiFrame class method)

load_json() (metasyn.multiframe.MultiFrame class method) LogNormalDistribution (class in metasyn.distribution.normal)

M

metadist() (in module metasyn) MetaFrame (class in metasyn) metasyn.config module metasyn.demo module metasyn.demo.dataset module metasyn.distribution module metasyn.distribution.base module metasyn.distribution.categorical module metasyn.distribution.constant module metasyn.distribution.exponential module metasyn.distribution.faker module metasyn.distribution.freetext module metasyn.distribution.na module metasyn.distribution.normal module metasyn.distribution.poisson module metasyn.distribution.regex module metasyn.distribution.uniform module metasyn.distribution.uniquekey module metasyn.distribution.util module metasyn.file module metasyn.gmf module metasyn.metaframe module metasyn.multiframe module, [1] metasyn.privacy module

metasyn.registry module metasyn.schema module metasyn.testutils module metasyn.util module metasyn.var module metasyn.varspec module MetaVar (class in metasyn) module metasyn.config metasyn.demo metasyn.demo.dataset metasyn.distribution metasyn.distribution.base metasyn.distribution.categorical metasyn.distribution.constant metasyn.distribution.exponential metasyn.distribution.faker metasyn.distribution.freetext metasyn.distribution.na metasyn.distribution.normal metasyn.distribution.poisson metasyn.distribution.regex metasyn.distribution.uniform metasyn.distribution.uniquekey metasyn.distribution.util metasyn.file metasyn.gmf metasyn.metaframe metasyn.multiframe, [1] metasyn.privacy metasyn.registry metasyn.schema metasyn.testutils metasyn.util metasyn.var metasyn.varspec MultiFrame (class in metasyn) (class in metasyn.multiframe) MultinoulliDistribution (class in metasyn.distribution.categorical)

N

NADistribution (class in metasyn.distribution.na) name (metasyn.distribution.categorical.MultinoulliDistribution attribute) (metasyn.distribution.constant.ContinuousConstantDistribution attribute) (metasyn.distribution.constant.DateConstantDistribution attribute) (metasyn.distribution.constant.DateTimeConstantDistribution attribute) (metasyn.distribution.constant.DiscreteConstantDistribution attribute) (metasyn.distribution.constant.StringConstantDistribution attribute) (metasyn.distribution.constant.TimeConstantDistribution attribute) (metasyn.distribution.exponential.ExponentialDistribution attribute) (metasyn.distribution.faker.FakerDistribution attribute) (metasyn.distribution.faker.UniqueFakerDistribution attribute) (metasyn.distribution.freetext.FreeTextDistribution attribute) (metasyn.distribution.na.NADistribution attribute) (metasyn.distribution.normal.ContinuousNormalDistribution attribute) (metasyn.distribution.normal.ContinuousTruncatedNormalDistribution attribute) (metasyn.distribution.normal.DiscreteNormalDistribution attribute) (metasyn.distribution.normal.DiscreteTruncatedNormalDistribution attribute) (metasyn.distribution.normal.LogNormalDistribution attribute) (metasyn.distribution.poisson.PoissonDistribution attribute) (metasyn.distribution.regex.RegexDistribution attribute) (metasyn.distribution.regex.UniqueRegexDistribution attribute) (metasyn.distribution.uniform.ContinuousUniformDistribution attribute) (metasyn.distribution.uniform.DateTimeUniformDistribution attribute) (metasyn.distribution.uniform.DateUniformDistribution attribute) (metasyn.distribution.uniform.DiscreteUniformDistribution attribute) (metasyn.distribution.uniform.TimeUniformDistribution attribute) (metasyn.distribution.uniquekey.UniqueKeyDistribution attribute)

P

parse() (metasyn.multiframe.ColumnRelation class method) (metasyn.multiframe.RelationType class method)

PoissonDistribution (class in metasyn.distribution.poisson) primary_key (metasyn.multiframe.ColumnRelation attribute) primary_table (metasyn.multiframe.ColumnRelation attribute)

R

read_csv() (in module metasyn) read_dta() (in module metasyn) read_excel() (in module metasyn) read_sav() (in module metasyn)

read_tsv() (in module metasyn) RegexDistribution (class in metasyn.distribution.regex) relation_type (metasyn.multiframe.ColumnRelation attribute) RelationType (class in metasyn.multiframe)

S

save() (metasyn.multiframe.MultiFrame method) save_json() (metasyn.multiframe.MultiFrame method)

StringConstantDistribution (class in metasyn.distribution.constant) Subset (metasyn.multiframe.RelationType attribute) synthesize() (metasyn.multiframe.MultiFrame method)

T

TimeConstantDistribution (class in metasyn.distribution.constant)

TimeUniformDistribution (class in metasyn.distribution.uniform) to_dict() (metasyn.multiframe.ColumnRelation method)

U

unique (metasyn.distribution.categorical.MultinoulliDistribution attribute) (metasyn.distribution.constant.ContinuousConstantDistribution attribute) (metasyn.distribution.constant.DateConstantDistribution attribute) (metasyn.distribution.constant.DateTimeConstantDistribution attribute) (metasyn.distribution.constant.DiscreteConstantDistribution attribute) (metasyn.distribution.constant.StringConstantDistribution attribute) (metasyn.distribution.constant.TimeConstantDistribution attribute) (metasyn.distribution.exponential.ExponentialDistribution attribute) (metasyn.distribution.faker.FakerDistribution attribute) (metasyn.distribution.faker.UniqueFakerDistribution attribute) (metasyn.distribution.freetext.FreeTextDistribution attribute) (metasyn.distribution.na.NADistribution attribute) (metasyn.distribution.normal.ContinuousNormalDistribution attribute) (metasyn.distribution.normal.ContinuousTruncatedNormalDistribution attribute) (metasyn.distribution.normal.DiscreteNormalDistribution attribute) (metasyn.distribution.normal.DiscreteTruncatedNormalDistribution attribute) (metasyn.distribution.normal.LogNormalDistribution attribute) (metasyn.distribution.poisson.PoissonDistribution attribute) (metasyn.distribution.regex.RegexDistribution attribute) (metasyn.distribution.regex.UniqueRegexDistribution attribute) (metasyn.distribution.uniform.ContinuousUniformDistribution attribute) (metasyn.distribution.uniform.DateTimeUniformDistribution attribute) (metasyn.distribution.uniform.DateUniformDistribution attribute) (metasyn.distribution.uniform.DiscreteUniformDistribution attribute) (metasyn.distribution.uniform.TimeUniformDistribution attribute) (metasyn.distribution.uniquekey.UniqueKeyDistribution attribute)

UniqueFakerDistribution (class in metasyn.distribution.faker) UniqueKeyDistribution (class in metasyn.distribution.uniquekey) UniqueRegexDistribution (class in metasyn.distribution.regex)

V

var_type (metasyn.distribution.categorical.MultinoulliDistribution attribute) (metasyn.distribution.constant.ContinuousConstantDistribution attribute) (metasyn.distribution.constant.DateConstantDistribution attribute) (metasyn.distribution.constant.DateTimeConstantDistribution attribute) (metasyn.distribution.constant.DiscreteConstantDistribution attribute) (metasyn.distribution.constant.StringConstantDistribution attribute) (metasyn.distribution.constant.TimeConstantDistribution attribute) (metasyn.distribution.exponential.ExponentialDistribution attribute) (metasyn.distribution.faker.FakerDistribution attribute) (metasyn.distribution.faker.UniqueFakerDistribution attribute) (metasyn.distribution.freetext.FreeTextDistribution attribute) (metasyn.distribution.na.NADistribution attribute) (metasyn.distribution.normal.ContinuousNormalDistribution attribute) (metasyn.distribution.normal.ContinuousTruncatedNormalDistribution attribute) (metasyn.distribution.normal.DiscreteNormalDistribution attribute) (metasyn.distribution.normal.DiscreteTruncatedNormalDistribution attribute) (metasyn.distribution.normal.LogNormalDistribution attribute) (metasyn.distribution.poisson.PoissonDistribution attribute) (metasyn.distribution.regex.RegexDistribution attribute) (metasyn.distribution.regex.UniqueRegexDistribution attribute) (metasyn.distribution.uniform.ContinuousUniformDistribution attribute) (metasyn.distribution.uniform.DateTimeUniformDistribution attribute) (metasyn.distribution.uniform.DateUniformDistribution attribute) (metasyn.distribution.uniform.DiscreteUniformDistribution attribute) (metasyn.distribution.uniform.TimeUniformDistribution attribute) (metasyn.distribution.uniquekey.UniqueKeyDistribution attribute)

VarSpec (class in metasyn) version (metasyn.distribution.categorical.MultinoulliDistribution attribute) (metasyn.distribution.constant.ContinuousConstantDistribution attribute) (metasyn.distribution.constant.DateConstantDistribution attribute) (metasyn.distribution.constant.DateTimeConstantDistribution attribute) (metasyn.distribution.constant.DiscreteConstantDistribution attribute) (metasyn.distribution.constant.StringConstantDistribution attribute) (metasyn.distribution.constant.TimeConstantDistribution attribute) (metasyn.distribution.exponential.ExponentialDistribution attribute) (metasyn.distribution.faker.FakerDistribution attribute) (metasyn.distribution.faker.UniqueFakerDistribution attribute) (metasyn.distribution.freetext.FreeTextDistribution attribute) (metasyn.distribution.na.NADistribution attribute) (metasyn.distribution.normal.ContinuousNormalDistribution attribute) (metasyn.distribution.normal.ContinuousTruncatedNormalDistribution attribute) (metasyn.distribution.normal.DiscreteNormalDistribution attribute) (metasyn.distribution.normal.DiscreteTruncatedNormalDistribution attribute) (metasyn.distribution.normal.LogNormalDistribution attribute) (metasyn.distribution.poisson.PoissonDistribution attribute) (metasyn.distribution.regex.RegexDistribution attribute) (metasyn.distribution.regex.UniqueRegexDistribution attribute) (metasyn.distribution.uniform.ContinuousUniformDistribution attribute) (metasyn.distribution.uniform.DateTimeUniformDistribution attribute) (metasyn.distribution.uniform.DateUniformDistribution attribute) (metasyn.distribution.uniform.DiscreteUniformDistribution attribute) (metasyn.distribution.uniform.TimeUniformDistribution attribute) (metasyn.distribution.uniquekey.UniqueKeyDistribution attribute)

W

write_csv() (in module metasyn) write_dta() (in module metasyn)

write_excel() (in module metasyn) write_sav() (in module metasyn) write_tsv() (in module metasyn)