cranhaven. See also theR-universe documentation.Package: DataFakeR 0.1.3
Krystian Igras
DataFakeR: Generate Fake Data for Relational Databases
Based on provided database description and/or database connection generate data sample preserving source structure.
Authors:
DataFakeR_0.1.3.tar.gz
DataFakeR_0.1.3.zip(r-4.5)DataFakeR_0.1.3.zip(r-4.4)DataFakeR_0.1.3.zip(r-4.3)
DataFakeR_0.1.3.tgz(r-4.5-any)DataFakeR_0.1.3.tgz(r-4.4-any)DataFakeR_0.1.3.tgz(r-4.3-any)
DataFakeR_0.1.3.tar.gz(r-4.5-noble)DataFakeR_0.1.3.tar.gz(r-4.4-noble)
DataFakeR_0.1.3.tgz(r-4.4-emscripten)DataFakeR_0.1.3.tgz(r-4.3-emscripten)
DataFakeR.pdf |DataFakeR.html✨
DataFakeR/json (API)
NEWS
| # Install 'DataFakeR' in R: |
| install.packages('DataFakeR', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/openpharma/datafaker/issues
Last updated 10 days agofrom:797cbf8cc2 (on package/DataFakeR). Checks:1 OK, 8 ERROR. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 21 2025 |
| R-4.5-win | ERROR | Mar 21 2025 |
| R-4.5-mac | ERROR | Mar 21 2025 |
| R-4.5-linux | ERROR | Mar 21 2025 |
| R-4.4-win | ERROR | Mar 21 2025 |
| R-4.4-mac | ERROR | Mar 21 2025 |
| R-4.4-linux | ERROR | Mar 21 2025 |
| R-4.3-win | ERROR | Mar 21 2025 |
| R-4.3-mac | ERROR | Mar 21 2025 |
Exports:default_faker_optsget_faker_optslevels_randna_randnrows_simul_constantnrows_simul_ratioopt_default_characteropt_default_dateopt_default_integeropt_default_logicalopt_default_numericopt_default_tableopt_pull_characteropt_pull_dateopt_pull_integeropt_pull_logicalopt_pull_numericopt_pull_tableopt_simul_restricted_characteropt_simul_restricted_dateopt_simul_restricted_integeropt_simul_restricted_logicalopt_simul_restricted_numericopt_simul_spec_characteropt_simul_spec_dateopt_simul_spec_integeropt_simul_spec_logicalopt_simul_spec_numericschema_get_tableschema_plot_depsschema_simulateschema_sourceschema_update_sourceset_faker_optssimul_default_charactersimul_default_datesimul_default_integersimul_default_logicalsimul_default_numericsimul_restricted_character_fkeysimul_restricted_character_in_setsimul_restricted_date_fkeysimul_restricted_date_rangesimul_restricted_integer_fkeysimul_restricted_integer_in_setsimul_restricted_integer_rangesimul_restricted_logical_fkeysimul_restricted_numeric_fkeysimul_restricted_numeric_in_setsimul_restricted_numeric_rangesimul_spec_character_namesimul_spec_integer_distrsimul_spec_logical_distrsimul_spec_numeric_distrunique_sample
Dependencies:clicpp11dplyrfansigenericsglueigraphlatticelifecyclemagrittrMatrixpillarpkgconfigpurrrR6rlangstringistringrtibbletidygraphtidyrtidyselectutf8vctrswithryaml
DataFakeR workflow
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Extra parameters
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Simulation methods
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Simulation Options
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Sourcing structure from database
Rendered fromstructure_from_db.Rmdusingknitr::rmarkdownon Mar 21 2025.Last update: 2025-03-21
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Welcome to DataFakeR!
Rendered frommain.Rmdusingknitr::rmarkdownon Mar 21 2025.Last update: 2025-03-21
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YAML schema structure
Rendered fromschema_structure.Rmdusingknitr::rmarkdownon Mar 21 2025.Last update: 2025-03-21
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Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Setup default column type parameters | default_simulation_params opt_default_character opt_default_date opt_default_integer opt_default_logical opt_default_numeric |
| Default options for pulling metadata and data simulation | default_faker_opts faker_configuration get_faker_opts set_faker_opts |
| Methods for extracting number of target rows in simulation | nrows_simul_constant nrows_simul_ratio number_of_rows |
| Configure data simulation options | opt_default_table |
| Simulate data restricted by extra column parameters | opt_simul_restricted_character opt_simul_restricted_date opt_simul_restricted_integer opt_simul_restricted_logical opt_simul_restricted_numeric restricted_simulation |
| Modify sample with desired condition | levels_rand na_rand sample_modifiers unique_sample |
| Schema object methods | schema_get_table schema_methods schema_plot_deps schema_simulate schema_update_source |
| Source schema file into dependency graph object | schema_source |
| Character type simulation methods | simulation_methods_character simul_default_character simul_restricted_character_fkey simul_restricted_character_in_set simul_spec_character_name |
| Date type simulation methods | simulation_methods_date simul_default_date simul_restricted_date_fkey simul_restricted_date_range simul_spec_date_distr |
| Integer type simulation methods | simulation_methods_integer simul_default_integer simul_restricted_integer_fkey simul_restricted_integer_in_set simul_restricted_integer_range simul_spec_integer_distr |
| Logical type simulation methods | simulation_methods_logical simul_default_logical simul_restricted_logical_fkey simul_spec_logical_distr |
| Numeric type simulation methods | simulation_methods_numeric simul_default_numeric simul_restricted_numeric_fkey simul_restricted_numeric_in_set simul_restricted_numeric_range simul_spec_numeric_distr |
| Specify YAML configuration options while pulling the schema from DB | opt_pull_character opt_pull_date opt_pull_integer opt_pull_logical opt_pull_numeric opt_pull_table sourcing_metadata |
| Set of functions defining special simulation methods for column and its type | opt_simul_spec_character opt_simul_spec_date opt_simul_spec_integer opt_simul_spec_logical opt_simul_spec_numeric special_simulation |
