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pointblank
View on CRAN: Click
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Download and install pointblank package within the R console
Install from CRAN:
install.packages("pointblank")
Install from Github:
library("remotes")
install_github("cran/pointblank")
Install by package version:
library("remotes")
install_version("pointblank", "0.12.1")
Attach the package and use:
library("pointblank")
Maintained by
Richard Iannone
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-22
Latest Update: 2024-03-01
Description:
Validate data in data frames, 'tibble' objects, 'Spark'
'DataFrames', and database tables. Validation pipelines can be made using
easily-readable, consecutive validation steps. Upon execution of the
validation plan, several reporting options are available. User-defined
thresholds for failure rates allow for the determination of appropriate
reporting actions. Many other workflows are available including an
information management workflow, where the aim is to record, collect, and
generate useful information on data tables.
How to cite:
Richard Iannone (2017). pointblank: Data Validation and Organization of Metadata for Local and Remote Tables. R package version 0.12.1, https://cran.r-project.org/web/packages/pointblank
Previous versions and publish date:
0.1 (2017-08-22 17:26), 0.2.0 (2018-05-02 09:51), 0.2.1 (2019-09-12 15:50), 0.3.0 (2020-01-10 11:50), 0.3.1.1 (2020-04-02 10:40), 0.4.0 (2020-06-22 19:20), 0.5.0 (2020-08-12 12:00), 0.5.1 (2020-08-27 13:10), 0.5.2 (2020-08-28 09:20), 0.6.0 (2020-11-20 08:30), 0.7.0 (2021-03-09 08:50), 0.8.0 (2021-07-25 20:50), 0.9.0 (2021-10-28 06:40), 0.10.0 (2022-01-23 21:12), 0.11.0 (2022-07-14 04:20), 0.11.1 (2022-09-06 15:50), 0.11.2 (2022-10-09 01:30), 0.11.3 (2023-02-09 22:50), 0.11.4 (2023-04-25 15:40), 0.12.0 (2024-03-01 09:30)
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Other R packages that pointblank depends,
imports, suggests or enhances
Functions, R codes and Examples using
the pointblank R package
Some associated functions: action_levels . activate_steps . affix_date . affix_datetime . all_passed . col_count_match . col_exists . col_is_character . col_is_date . col_is_factor . col_is_integer . col_is_logical . col_is_numeric . col_is_posix . col_schema . col_schema_match . col_vals_between . col_vals_decreasing . col_vals_equal . col_vals_expr . col_vals_gt . col_vals_gte . col_vals_in_set . col_vals_increasing . col_vals_lt . col_vals_lte . col_vals_make_set . col_vals_make_subset . col_vals_not_between . col_vals_not_equal . col_vals_not_in_set . col_vals_not_null . col_vals_null . col_vals_regex . col_vals_within_spec . conjointly . create_agent . create_informant . create_multiagent . db_tbl . deactivate_steps . draft_validation . email_blast . email_create . export_report . file_tbl . from_github . game_revenue . game_revenue_info . get_agent_report . get_agent_x_list . get_data_extracts . get_informant_report . get_multiagent_report . get_sundered_data . get_tt_param . has_columns . incorporate . info_columns . info_columns_from_tbl . info_section . info_snippet . info_tabular . interrogate . log4r_step . pipe . print.action_levels . print.ptblank_agent . print.ptblank_informant . print.ptblank_multiagent . print.ptblank_multiagent_report.long . print.ptblank_tbl_scan . print.read_fn . print.tbl_store . print.x_list_i . print.x_list_n . read_disk_multiagent . reexports . remove_steps . row_count_match . rows_complete . rows_distinct . scan_data . serially . set_tbl . small_table . small_table_sqlite . snip_highest . snip_list . snip_lowest . snip_stats . specially . specifications . stock_msg_body . stock_msg_footer . stop_if_not . tbl_get . tbl_match . tbl_source . tbl_store . tt_string_info . tt_summary_stats . tt_tbl_colnames . tt_tbl_dims . tt_time_shift . tt_time_slice . validate_rmd . write_testthat_file . x_read_disk . x_write_disk . yaml_agent_interrogate . yaml_agent_show_exprs . yaml_agent_string . yaml_exec . yaml_informant_incorporate . yaml_read_agent . yaml_read_informant . yaml_write .
Some associated R codes: action_levels.R . all_passed.R . col_count_match.R . col_exists.R . col_is_character.R . col_is_date.R . col_is_factor.R . col_is_integer.R . col_is_logical.R . col_is_numeric.R . col_is_posix.R . col_schema_match.R . col_vals_between.R . col_vals_decreasing.R . col_vals_equal.R . col_vals_expr.R . col_vals_gt.R . col_vals_gte.R . col_vals_in_set.R . col_vals_increasing.R . col_vals_lt.R . col_vals_lte.R . col_vals_make_set.R . col_vals_make_subset.R . col_vals_not_between.R . col_vals_not_equal.R . col_vals_not_in_set.R . col_vals_not_null.R . col_vals_null.R . col_vals_regex.R . col_vals_within_spec.R . column_roles.R . conjointly.R . create_agent.R . create_informant.R . create_multiagent.R . datasets.R . draft_validation.R . emailing.R . file_naming.R . get_agent_report.R . get_agent_x_list.R . get_data_extracts.R . get_informant_report.R . get_multiagent_report.R . get_sundered_data.R . has_columns.R . incorporate.R . info_add.R . interrogate.R . logging.R . object_ops.R . pipe.R . print.R . read_disk_multiagent.R . reexports.R . regex.R . remove_deactivate.R . row_count_match.R . rows_complete.R . rows_distinct.R . scan_data.R . serially.R . specially.R . steps_and_briefs.R . table_transformers.R . tbl_from_db.R . tbl_from_file.R . tbl_match.R . tbl_store.R . utils-output.R . utils-profiling.R . utils-specifications.R . utils-translations.R . utils.R . validate_rmd.R . write_testthat_file.R . yaml_exec.R . yaml_read_agent.R . yaml_read_informant.R . yaml_write.R . zzz.R . Full pointblank package functions and examples
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