Package: pointblank 0.12.2.9000
pointblank: Data Validation and Organization of Metadata for Local and Remote Tables
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.
Authors:
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pointblank/json (API)
NEWS
# Install 'pointblank' in R: |
install.packages('pointblank', repos = c('https://yjunechoe.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rstudio/pointblank/issues
Pkgdown:https://rstudio.github.io
- game_revenue - A table with game revenue data
- game_revenue_info - A table with metadata for the 'game_revenue' dataset
- small_table - A small table that is useful for testing
- specifications - A table containing data pertaining to various specifications
data-assertionsdata-checkerdata-dictionariesdata-framesdata-inferencedata-managementdata-profilerdata-qualitydata-validationdata-verificationdatabase-tableseasy-to-understandreporting-toolschema-validationtesting-toolsyaml-configuration
Last updated 16 days agofrom:29ad2ec79c. Checks:OK: 3 NOTE: 4. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 04 2024 |
R-4.5-win | OK | Dec 04 2024 |
R-4.5-linux | OK | Dec 04 2024 |
R-4.4-win | NOTE | Dec 04 2024 |
R-4.4-mac | NOTE | Dec 04 2024 |
R-4.3-win | NOTE | Dec 04 2024 |
R-4.3-mac | NOTE | Dec 04 2024 |
Exports:%>%action_levelsactivate_stepsaffix_dateaffix_datetimeall_passedbetweencase_whencol_count_matchcol_existscol_is_charactercol_is_datecol_is_factorcol_is_integercol_is_logicalcol_is_numericcol_is_posixcol_schemacol_schema_matchcol_vals_betweencol_vals_decreasingcol_vals_equalcol_vals_exprcol_vals_gtcol_vals_gtecol_vals_in_setcol_vals_increasingcol_vals_ltcol_vals_ltecol_vals_make_setcol_vals_make_subsetcol_vals_not_betweencol_vals_not_equalcol_vals_not_in_setcol_vals_not_nullcol_vals_nullcol_vals_regexcol_vals_within_specconjointlycreate_agentcreate_informantcreate_multiagentcredscreds_anonymouscreds_filecreds_keydb_tbldeactivate_stepsdraft_validationemail_blastemail_createexpect_col_count_matchexpect_col_existsexpect_col_is_characterexpect_col_is_dateexpect_col_is_factorexpect_col_is_integerexpect_col_is_logicalexpect_col_is_numericexpect_col_is_posixexpect_col_schema_matchexpect_col_vals_betweenexpect_col_vals_decreasingexpect_col_vals_equalexpect_col_vals_exprexpect_col_vals_gtexpect_col_vals_gteexpect_col_vals_in_setexpect_col_vals_increasingexpect_col_vals_ltexpect_col_vals_lteexpect_col_vals_make_setexpect_col_vals_make_subsetexpect_col_vals_not_betweenexpect_col_vals_not_equalexpect_col_vals_not_in_setexpect_col_vals_not_nullexpect_col_vals_nullexpect_col_vals_regexexpect_col_vals_within_specexpect_conjointlyexpect_row_count_matchexpect_rows_completeexpect_rows_distinctexpect_seriallyexpect_speciallyexpect_tbl_matchexport_reportexprfile_tblfrom_githubget_agent_reportget_agent_x_listget_data_extractsget_informant_reportget_multiagent_reportget_sundered_dataget_tt_paramhas_columnsincorporateinfo_columnsinfo_columns_from_tblinfo_sectioninfo_snippetinfo_tabularinterrogatelog4r_stepread_disk_multiagentremove_stepsrow_count_matchrows_completerows_distinctscan_dataseriallyset_tblsmall_table_sqlitesnip_highestsnip_listsnip_lowestsnip_statsspeciallystock_msg_bodystock_msg_footerstop_if_notstop_on_failtbl_gettbl_matchtbl_sourcetbl_storetest_col_count_matchtest_col_existstest_col_is_charactertest_col_is_datetest_col_is_factortest_col_is_integertest_col_is_logicaltest_col_is_numerictest_col_is_posixtest_col_schema_matchtest_col_vals_betweentest_col_vals_decreasingtest_col_vals_equaltest_col_vals_exprtest_col_vals_gttest_col_vals_gtetest_col_vals_in_settest_col_vals_increasingtest_col_vals_lttest_col_vals_ltetest_col_vals_make_settest_col_vals_make_subsettest_col_vals_not_betweentest_col_vals_not_equaltest_col_vals_not_in_settest_col_vals_not_nulltest_col_vals_nulltest_col_vals_regextest_col_vals_within_spectest_conjointlytest_row_count_matchtest_rows_completetest_rows_distincttest_seriallytest_speciallytest_tbl_matchtt_string_infott_summary_statstt_tbl_colnamestt_tbl_dimstt_time_shifttt_time_slicevalidate_rmdvarswarn_on_failwrite_testthat_filex_read_diskx_write_diskyaml_agent_interrogateyaml_agent_show_exprsyaml_agent_stringyaml_execyaml_informant_incorporateyaml_read_agentyaml_read_informantyaml_write
Dependencies:askpassbase64encbigDbitopsblastulablobbriobslibcachemcallrclicolorspacecommonmarkcpp11crayoncurlDBIdbplyrdescdiffobjdigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsgetPassgluegtherehighrhtmltoolshtmlwidgetshttrjquerylibjsonlitejuicyjuiceknitrlabelinglifecyclemagrittrmarkdownmemoisemimemunsellopensslpillarpkgbuildpkgconfigpkgloadpraiseprocessxpspurrrR6rappdirsRColorBrewerRcppreactablereactRrlangrmarkdownrprojrootrstudioapisassscalesstringistringrsystestthattibbletidyrtidyselecttinytexutf8uuidV8vctrsviridisLitewaldowithrxfunxml2yaml