generate_fake_from_schema

Generate fake data from a DB schema data.frame

Generate privacy-preserving synthetic datasets that mirror structure, types, factor levels, and missingness; export bundles for 'LLM' workflows (data plus 'JSON' schema and guidance); and build fake data directly from 'SQL' database tables without reading real rows. Methods are related to approaches in Nowok, Raab and Dibben (2016) <doi:10.32614/RJ-2016-019> and the foundation-model overview by Bommasani et al. (2021) <doi:10.48550/arXiv.2108.07258>.

Zobaer Ahmed

FakeDataR

Privacy-Preserving Synthetic Data for 'LLM' Workflows

generate_fake_from_schema function

<dl><dt>sch_df</dt>
<dd>A data.frame returned by <code>schema_from_db()</code>.</dd>
<dt>n</dt>
<dd>Number of rows to generate.</dd>
<dt>seed</dt>
<dd>Optional integer seed for reproducibility.</dd></dl>

Arguments

Generate fake data from a DB schema data.frame — generate_fake_from_schema

<dl>

<dt>sch_df</dt>
<dd>A data.frame returned by <code>schema_from_db()</code>.</dd>


<dt>n</dt>
<dd>Number of rows to generate.</dd>


<dt>seed</dt>
<dd>Optional integer seed for reproducibility.</dd>

</dl>

generate_fake_from_schema: Generate fake data from a DB schema data.frame

Description

Usage

Value

Arguments