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drake  

A Pipeline Toolkit for Reproducible Computation at Scale
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("drake", "7.13.11")



Attach the package and use:
library("drake")
Maintained by
William Michael Landau
[Scholar Profile | Author Map]
First Published: 2017-02-27
Latest Update: 2023-03-24
Description:
A general-purpose computational engine for data analysis, drake rebuilds intermediate data objects when their dependencies change, and it skips work when the results are already up to date. Not every execution starts from scratch, there is native support for parallel and distributed computing, and completed projects have tangible evidence that they are reproducible. Extensive documentation, from beginner-friendly tutorials to practical examples and more, is available at the reference website and the online manual .
How to cite:
William Michael Landau (2017). drake: A Pipeline Toolkit for Reproducible Computation at Scale. R package version 7.13.11, https://cran.r-project.org/web/packages/drake. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.1 (2017-02-27 15:25), 2.0.0 (2017-03-07 00:36), 2.1.0 (2017-03-31 18:12), 2.1.1 (2017-04-14 15:59), 3.0.0 (2017-05-10 00:12), 4.0.0 (2017-08-04 22:46), 4.1.0 (2017-09-02 00:04), 4.2.0 (2017-09-29 23:45), 4.3.0 (2017-10-18 05:15), 4.4.0 (2017-11-05 07:03), 5.0.0 (2018-01-26 12:22), 5.1.0 (2018-03-22 19:05), 5.1.2 (2018-04-10 06:26), 5.2.1 (2018-06-19 09:35), 5.3.0 (2018-07-19 14:10), 5.4.0 (2018-08-07 14:50), 6.0.0 (2018-09-30 06:30), 6.1.0 (2018-10-26 16:10), 6.2.1 (2018-12-11 00:20), 7.0.0 (2019-03-10 22:33), 7.1.0 (2019-04-07 17:23), 7.2.0 (2019-04-19 13:40), 7.3.0 (2019-05-19 18:00), 7.4.0 (2019-06-07 18:00), 7.5.2 (2019-07-21 17:30), 7.6.1 (2019-08-19 20:00), 7.6.2 (2019-09-15 01:50), 7.7.0 (2019-10-15 09:40), 7.8.0 (2019-12-02 15:40), 7.9.0 (2020-01-08 10:00), 7.10.0 (2020-02-01 19:40), 7.11.0 (2020-03-01 06:30), 7.12.0 (2020-03-25 14:50), 7.12.1 (2020-05-14 22:00), 7.12.2 (2020-06-02 06:50), 7.12.4 (2020-06-29 19:20), 7.12.5 (2020-08-26 17:40), 7.12.6 (2020-10-10 06:20), 7.12.7 (2020-10-27 19:50), 7.13.0 (2021-01-04 17:20), 7.13.1 (2021-02-03 06:30), 7.13.2 (2021-04-22 18:40), 7.13.3 (2021-09-21 15:10), 7.13.4 (2022-08-19 17:40), 7.13.5 (2023-03-24 14:10), 7.13.6 (2023-10-18 00:30), 7.13.8 (2023-11-06 16:40), 7.13.9 (2024-03-04 16:20), 7.13.10 (2024-05-15 22:40)
Other packages that cited drake R package
View drake citation profile
Other R packages that drake depends, imports, suggests or enhances
Complete documentation for drake
Functions, R codes and Examples using the drake R package
Some associated functions: Makefile_recipe . analyses . analysis_wildcard . as_drake_filename . as_file . available_hash_algos . backend . bind_plans . build_drake_graph . build_graph . build_times . built . cache_namespaces . cache_path . cached . cached_planned . cached_unplanned . cancel . cancel_if . check . check_plan . clean . clean_main_example . clean_mtcars_example . cleaned_namespaces . cmq_build . code_to_function . code_to_plan . config . configure_cache . dataframes_graph . dataset_wildcard . debug_and_run . default_Makefile_args . default_Makefile_command . default_graph_title . default_long_hash_algo . default_parallelism . default_recipe_command . default_short_hash_algo . default_system2_args . default_verbose . dependency_profile . deprecate_wildcard . deps . deps_code . deps_knitr . deps_profile . deps_profile_impl . deps_target . deps_target_impl . deps_targets . diagnose . do_prework . doc_of_function_call . drake-package . drake_batchtools_tmpl_file . drake_build . drake_build_impl . drake_cache . drake_cache_log . drake_cache_log_file . drake_cancelled . drake_config . drake_debug . drake_deps . drake_deps_ht . drake_done . drake_envir . drake_example . drake_examples . drake_failed . drake_gc . drake_get_session_info . drake_ggraph . drake_ggraph_impl . drake_graph_info . drake_graph_info_impl . drake_history . drake_hpc_template_file . drake_hpc_template_files . drake_meta . drake_palette . drake_plan . drake_plan_source . drake_progress . drake_quotes . drake_running . drake_script . drake_session . drake_settings . drake_slice . drake_strings . drake_tempfile . drake_tip . drake_triggers . drake_unquote . evaluate . evaluate_plan . example_drake . examples_drake . expand . expand_plan . expose_imports . failed . file_in . file_out . file_store . find_cache . find_knitr_doc . find_project . from_plan . future_build . gather . gather_by . gather_plan . get_cache . get_trace . id_chr . ignore . imported . in_progress . is_function_call . isolate_example . knitr_deps . knitr_in . legend_nodes . load_basic_example . load_main_example . load_mtcars_example . long_hash . make . make_impl . make_imports . make_targets . make_with_config . manage_memory . map_plan . max_useful_jobs . migrate_drake_project . missed . missed_impl . new_cache . new_drake_deps . new_drake_deps_ht . new_drake_settings . new_drake_triggers . no_deps . outdated . outdated_impl . parallel_stages . parallelism_choices . plan . plan_analyses . plan_drake . plan_summaries . plan_to_code . plan_to_notebook . plot_graph . predict_load_balancing . predict_runtime . predict_runtime_impl . predict_workers . predict_workers_impl . process_import . progress . prune_drake_graph . r_make . r_recipe_wildcard . rate_limiting_times . read_config . read_drake_config . read_drake_graph . read_drake_meta . read_drake_plan . read_drake_seed . read_graph . read_plan . read_trace . readd . recover_cache . recoverable . recoverable_impl . reduce_by . reduce_plan . reexports . render_drake_ggraph . render_drake_graph . render_graph . render_sankey_drake_graph . render_static_drake_graph . render_text_drake_graph . rescue_cache . rs_addin_loadd . rs_addin_r_make . rs_addin_r_outdated . rs_addin_r_vis_drake_graph . running . sankey_drake_graph . sankey_drake_graph_impl . session . shell_file . short_hash . show_source . static_drake_graph . subtargets . summaries . target . target_namespaces . text_drake_graph . text_drake_graph_impl . this_cache . tracked . transform_plan . transformations . trigger . triggers . type_sum.expr_list . use_drake . vis_drake_graph . vis_drake_graph_impl . walk_code . which_clean . workflow . workplan . 
Some associated R codes: aaa.R . backend_clustermq.R . backend_future.R . backend_loop.R . build_times.R . cache.R . clean.R . create_drake_graph.R . create_drake_spec.R . decorate_storr.R . defunct.R . deprecated.R . deps.R . drake_build.R . drake_config.R . drake_example.R . drake_ggraph.R . drake_graph_info.R . drake_history.R . drake_meta_.R . drake_plan.R . drake_plan_helpers.R . drake_script.R . dynamic.R . handle_triggers.R . hash_tables.R . hpc.R . igraph.R . local_build.R . logger.R . make.R . manage_memory.R . outdated.R . package.R . predict_runtime.R . priority_queue.R . process_imports.R . r_make.R . rstudio.R . s3_drake_deps.R . s3_drake_deps_ht.R . s3_drake_settings.R . s3_drake_triggers.R . sankey_drake_graph.R . store_outputs.R . text_drake_graph.R . transform_plan.R . use_drake.R . utils.R . vis_drake_graph.R . walk_code.R . zzz.R .  Full drake package functions and examples
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