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starschemar  

Obtaining Stars from Flat Tables
View on CRAN: Click here


Download and install starschemar package within the R console
Install from CRAN:
install.packages("starschemar")

Install from Github:
library("remotes")
install_github("cran/starschemar")

Install by package version:
library("remotes")
install_version("starschemar", "1.2.5")



Attach the package and use:
library("starschemar")
Maintained by
Jose Samos
[Scholar Profile | Author Map]
First Published: 2020-08-07
Latest Update: 2024-01-08
Description:
Data in multidimensional systems is obtained from operational systems and is transformed to adapt it to the new structure. Frequently, the operations to be performed aim to transform a flat table into a star schema. Transformations can be carried out using professional extract, transform and load tools or tools intended for data transformation for end users. With the tools mentioned, this transformation can be carried out, but it requires a lot of work. The main objective of this package is to define transformations that allow obtaining stars from flat tables easily. In addition, it includes basic data cleaning, dimension enrichment, incremental data refresh and query operations, adapted to this context.
How to cite:
Jose Samos (2020). starschemar: Obtaining Stars from Flat Tables. R package version 1.2.5, https://cran.r-project.org/web/packages/starschemar. Accessed 23 Apr. 2025.
Previous versions and publish date:
1.0.0 (2020-08-07 15:50), 1.1.0 (2020-09-13 18:50), 1.2.0 (2020-09-25 23:30), 1.2.1 (2023-08-12 17:50), 1.2.2 (2023-09-14 06:50), 1.2.3 (2023-11-11 12:10), 1.2.4 (2024-01-08 16:30)
Other packages that cited starschemar R package
View starschemar citation profile
Other R packages that starschemar depends, imports, suggests or enhances
Complete documentation for starschemar
Functions, R codes and Examples using the starschemar R package
Some associated functions: character_dimension . character_dimensions . conform_all_dimensions . conform_dimensions . constellation . constellation_as_multistar . constellation_as_tibble_list . ct_mrs . ct_mrs_test . define_dimension . define_fact . define_selected_dimensions . define_selected_facts . delete_records . delete_unused_foreign_keys . dereference_dimension . dimensional_model . dimensional_query . dm_mrs_age . dm_mrs_cause . enrich_dimension_export . enrich_dimension_import . enrich_dimension_import_test . filter_dimension . filter_fact_rows . filter_selected_instances . find_values . ft_datagov_uk . ft_london_boroughs . ft_usa_city_county . ft_usa_states . get_all_dimensions . get_attribute_names . get_conformed_dimension . get_conformed_dimension_names . get_conformed_dimension_names_st . get_dimension . get_dimension_attribute_names . get_dimension_name . get_dimension_names . get_dimension_type . get_fact_name . get_measure_names . get_name_of_role_playing_dimensions . get_name_of_uniquely_implemented_dimensions . get_role_dimension_names . get_role_playing_dimension_name . get_star_schema . get_star_schema_names . group_facts . group_records . group_table . homogenize . incremental_refresh_constellation . incremental_refresh_dimension . incremental_refresh_fact . incremental_refresh_star_schema . is_conformed_dimension . is_dimension_in_updates . is_role_dimension . is_role_playing_dimension . match_records . modify_conformed_dimension_records . modify_dimension_records . mrs . mrs_age . mrs_age_test . mrs_age_w10 . mrs_age_w11 . mrs_age_w_test . mrs_cause . mrs_cause_test . mrs_cause_w10 . mrs_cause_w11 . mrs_cause_w_test . ms_mrs . ms_mrs_test . multistar_as_flat_table . new_constellation . new_dimension_table . new_dimensional_model . new_dimensional_query . new_fact_table . new_multistar . new_record_update . new_record_update_set . new_star_schema . prepare_join . purge_dimensions_constellation . purge_dimensions_star_schema . record_update_set . reference_dimension . remove_duplicate_dimension_rows . rename_dimension . rename_dimension_attributes . rename_fact . rename_measures . replace_dimension . replace_dimension_in_facts . replace_general_dimension_in_facts . replace_records . replace_role_dimension_in_facts . role_dimension . role_playing_dimension . run_query . select_dimension . select_fact . selection_bit_map . set_dimension_name . set_dimension_type . set_dimension_type_conformed . set_dimension_type_role_playing . set_fact_name . set_role_playing_dimension_name . snake_case . snake_case_dimension . snake_case_fact . st_mrs_age . st_mrs_age_test . st_mrs_age_w10 . st_mrs_age_w11 . st_mrs_age_w_test . st_mrs_cause . st_mrs_cause_test . st_mrs_cause_w10 . st_mrs_cause_w11 . st_mrs_cause_w_test . star_schema . star_schema_as_flat_table . star_schema_as_mst . star_schema_as_multistar . star_schema_as_tibble_list . star_schema_as_tl . starschemar . typed_value . unify_facts_by_grain . union_of_dimensions . update_dimension . update_dimensions . update_facts_with_dimensions . update_facts_with_general_dimension . update_facts_with_role_dimension . update_record . update_selection . update_selection_general . updates_st_mrs_age . updates_st_mrs_age_test . validate_names . 
Some associated R codes: common.R . constellation.R . constellation_as_multistar.R . constellation_as_tibble_list.R . constellation_get_conformed_dimension.R . constellation_get_star_schema.R . constellation_incremental_refresh.R . constellation_modify_conformed_dimension_records.R . constellation_purge_dimensions.R . data.R . dimension_table.R . dimension_table_attributes.R . dimension_table_character_dimensions.R . dimension_table_homogenize.R . dimension_table_incremental_refresh.R . dimension_table_role_dimension.R . dimension_table_snake_case.R . dimension_table_update_dimension.R . dimensional_model.R . dimensional_model_define_dimension.R . dimensional_model_define_fact.R . fact_table.R . fact_table_incremental_refresh.R . fact_table_snake_case.R . geomultistar.R . record_update.R . record_update_set.R . record_update_set_is_dimension_in_updates.R . record_update_set_match_records.R . record_update_set_update_record.R . record_update_set_update_selection.R . record_update_set_update_selection_general.R . star_schema.R . star_schema_as_flat_table.R . star_schema_as_multistar.R . star_schema_as_tibble_list.R . star_schema_attributes.R . star_schema_character_dimensions.R . star_schema_enrich_dimension.R . star_schema_filter_fact_rows.R . star_schema_get_dimension.R . star_schema_incremental_refresh.R . star_schema_modify_dimension_records.R . star_schema_purge_dimensions.R . star_schema_rename.R . star_schema_replace_dimension.R . star_schema_role_playing_dimension.R . star_schema_snake_case.R . star_schema_update_facts_with_dimensions.R . starschemar.R .  Full starschemar package functions and examples
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