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starschemar
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", "1.2.4")
Attach the package and use:
library("starschemar")
Maintained by
Jose Samos
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
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 1.2.4, https://cran.r-project.org/web/packages/starschemar
Previous versions and publish date:
Other packages that cited starschemar R package
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Other R packages that starschemar depends,
imports, suggests or enhances
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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