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rquery
View on CRAN: Click
here
Download and install rquery package within the R console
Install from CRAN:
install.packages("rquery")
Install from Github:
library("remotes")
install_github("cran/rquery") Install by package version:
library("remotes")
install_version("rquery", "1.4.99") Attach the package and use:
library("rquery")
Maintained by
John Mount
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-24
Latest Update: 2023-08-20
Description:
A piped query generator based on Edgar F. Codd's relational
algebra, and on production experience using 'SQL' and 'dplyr' at big data
scale. The design represents an attempt to make 'SQL' more teachable by
denoting composition by a sequential pipeline notation instead of nested
queries or functions. The implementation delivers reliable high
performance data processing on large data systems such as 'Spark',
databases, and 'data.table'. Package features include: data processing trees
or pipelines as observable objects (able to report both columns
produced and columns used), optimized 'SQL' generation as an explicit
user visible table modeling step, plus explicit query reasoning and checking.
How to cite:
John Mount (2018). rquery: Relational Query Generator for Data Manipulation at Scale. R package version 1.4.99, https://cran.r-project.org/web/packages/rquery. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.2.0 (2018-01-24 11:07), 0.3.0 (2018-01-31 18:40), 0.3.1 (2018-02-10 20:39), 0.4.0 (2018-03-10 20:24), 0.4.1 (2018-03-18 05:37), 0.4.2 (2018-04-05 21:15), 0.4.3 (2018-05-08 05:51), 0.5.0 (2018-06-18 23:50), 0.6.1 (2018-08-01 19:50), 0.6.2 (2018-08-15 07:10), 1.0.0 (2018-09-10 18:40), 1.1.0 (2018-09-20 21:50), 1.1.1 (2018-10-26 20:00), 1.2.0 (2018-11-07 06:40), 1.2.1 (2018-12-16 21:10), 1.3.0 (2019-01-29 10:30), 1.3.1 (2019-02-14 21:42), 1.3.2 (2019-03-10 18:00), 1.3.3 (2019-06-02 07:20), 1.3.4 (2019-06-14 21:02), 1.3.5 (2019-06-26 12:30), 1.3.6 (2019-07-04 19:20), 1.3.7 (2019-07-29 19:10), 1.3.8 (2019-09-15 18:40), 1.3.9 (2019-10-27 06:50), 1.4.0 (2019-12-01 21:10), 1.4.1 (2020-01-09 00:00), 1.4.2 (2020-01-19 19:50), 1.4.3 (2020-02-01 10:20), 1.4.4 (2020-02-18 17:50), 1.4.5 (2020-08-12 12:00), 1.4.6 (2020-10-17 19:40), 1.4.7 (2021-06-10 18:20), 1.4.8 (2022-01-22 19:32), 1.4.9 (2022-02-28 19:00)
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Complete documentation for rquery
Functions, R codes and Examples using
the rquery R package
Some associated functions: actualize_join_plan . affine_transform . apply_right.relop . apply_right_S4-ANY-rquery_db_info-method . apply_right_S4-data.frame-relop_arrow-method . apply_right_S4-relop_arrow-relop_arrow-method . arrow . assign_slice . build_join_plan . column_names . columns_used . commencify . complete_design . convert_yaml_to_pipeline . count_null_cols . db_td . describe_tables . drop_columns . ex . example_employee_date . execute . expand_grid . extend . extend_se . format_node . getDBOption . graph_join_plan . if_else_block . if_else_op . inspect_join_plan . key_inspector_all_cols . key_inspector_postgresql . key_inspector_sqlite . local_td . lookup_by_column . make_assignments . map_column_values . mark_null_cols . materialize . materialize_node . materialize_sql . mk_td . natural_join . non_sql_node . normalize_cols . null_replace . op_diagram . order_expr . order_expr_se . order_rows . orderby . pick_top_k . pre_sql_fn . pre_sql_identifier . pre_sql_string . pre_sql_sub_expr . pre_sql_to_query . pre_sql_to_query.pre_sql_sub_expr . pre_sql_to_query.pre_sql_token . pre_sql_token . project . project_se . quantile_cols . quantile_node . quote_identifier . quote_literal . quote_string . quote_table_name . rename_columns . row_counts . rq_colnames . rq_coltypes . rq_connection_advice . rq_connection_name . rq_connection_tests . rq_copy_to . rq_execute . rq_function_mappings . rq_get_query . rq_head . rq_nrow . rq_remove_table . rq_table_exists . rquery-package . rquery_apply_to_data_frame . rquery_db_info . rquery_default_db_info . rquery_default_methods . rstr . rsummary . rsummary_node . select_columns . select_rows . select_rows_se . setDBOpt . setDBOption . set_indicator . sql_expr_set . sql_node . str_pre_sql_sub_expr . tables_used . theta_join . theta_join_se . to_sql . to_transport_representation . tokenize_for_SQL . topo_sort_tables . unionall . wrap .
Some associated R codes: affine_transform.R . arrow.R . assign_slice.R . compare_frames.R . complete_design.R . db_def_methods_default.R . db_info.R . db_ops.R . drop_columns.R . ex_data_frame.R . extend.R . if_else_block.R . join_controller.R . lapply_bquote.R . lookup_by_column.R . make_assignments.R . map_cols.R . materialize.R . materialize_node.R . natural_join.R . non_sql_node.R . normalize.R . null_replace.R . op_diagram.R . order_by.R . order_expr.R . ordered_select_rows.R . package.R . partition_assignments.R . pre_sql.R . project.R . quantile.R . relop.R . rename.R . rlook.R . row_counts.R . rsummary.R . select_columns.R . select_rows.R . set_indicator.R . sql_expr_set.R . sql_node.R . table_source.R . theta_join.R . tokenize_for_sql.R . union_all.R . utils.R . work_with_NULLs.R . wrap_ex.R . yaml.R . zzz.R . Full rquery package functions and examples
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