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Data Validation and Organization of Metadata for Local and Remote Tables

action_levelsSet action levels: failure thresholds and functions to invoke
activate_stepsActivate one or more of an _agent_'s validation steps
affix_datePut the current date into a file name
affix_datetimePut the current datetime into a file name
all_passedDid all of the validations fully _pass_?
col_count_matchDoes the column count match that of a different table?
col_existsDo one or more columns actually exist?
col_is_characterDo the columns contain character/string data?
col_is_dateDo the columns contain R 'Date' objects?
col_is_factorDo the columns contain R 'factor' objects?
col_is_integerDo the columns contain integer values?
col_is_logicalDo the columns contain logical values?
col_is_numericDo the columns contain numeric values?
col_is_posixDo the columns contain 'POSIXct' dates?
col_schemaGenerate a table column schema manually or with a reference...
col_schema_matchDo columns in the table (and their types) match a predefined...
col_vals_betweenDo column data lie between two specified values or data in...
col_vals_decreasingAre column data decreasing by row?
col_vals_equalAre column data equal to a fixed value or data in another...
col_vals_exprDo column data agree with a predicate expression?
col_vals_gtAre column data greater than a fixed value or data in another...
col_vals_gteAre column data greater than or equal to a fixed value or...
col_vals_increasingAre column data increasing by row?
col_vals_in_setAre column data part of a specified set of values?
col_vals_ltAre column data less than a fixed value or data in another...
col_vals_lteAre column data less than or equal to a fixed value or data...
col_vals_make_setIs a set of values entirely accounted for in a column of...
col_vals_make_subsetIs a set of values a subset of a column of values?
col_vals_not_betweenDo column data lie outside of two specified values or data in...
col_vals_not_equalAre column data not equal to a fixed value or data in another...
col_vals_not_in_setAre data not part of a specified set of values?
col_vals_not_nullAre column data not 'NULL'/'NA'?
col_vals_nullAre column data 'NULL'/'NA'?
col_vals_regexDo strings in column data match a regex pattern?
col_vals_within_specDo values in column data fit within a specification?
conjointlyPerform multiple rowwise validations for joint validity
create_agentCreate a *pointblank* _agent_ object
create_informantCreate a *pointblank* _informant_ object
create_multiagentCreate a *pointblank* _multiagent_ object
db_tblGet a table from a database
deactivate_stepsDeactivate one or more of an _agent_'s validation steps
draft_validationDraft a starter *pointblank* validation .R/.Rmd file with a...
email_blastConditionally send email during interrogation
email_createCreate an email object from a *pointblank* _agent_
export_reportExport an _agent_, _informant_, _multiagent_, or table scan...
file_tblGet a table from a local or remote file
from_githubSpecify a file for download from GitHub
game_revenueA table with game revenue data
game_revenue_infoA table with metadata for the 'game_revenue' dataset
get_agent_reportGet a summary report from an agent
get_agent_x_listGet the agent's *x-list*
get_data_extractsCollect data extracts from a validation step
get_informant_reportGet a table information report from an _informant_ object
get_multiagent_reportGet a summary report using multiple agents
get_sundered_dataSunder the data, splitting it into 'pass' and 'fail' pieces
get_tt_paramGet a parameter value from a summary table
has_columnsDetermine if one or more columns exist in a table
incorporateGiven an _informant_ object, update and incorporate table...
info_columnsAdd information that focuses on aspects of a data table's...
info_columns_from_tblAdd column information from another data table
info_sectionAdd information that focuses on some key aspect of the data...
info_snippetGenerate a useful text 'snippet' from the target table
info_tabularAdd information that focuses on aspects of the data table as...
interrogateGiven an agent that has a validation plan, perform an...
log4r_stepEnable logging of failure conditions at the validation step...
pipePipe operator
print.action_levelsPrint the 'action_levels' object
print.ptblank_agentPrint the 'ptblank_agent' object
print.ptblank_informantPrint the 'ptblank_informant' object
print.ptblank_multiagentPrint the 'ptblank_multiagent' object
print.ptblank_multiagent_report.longPrint the 'ptblank_multiagent_report.long' object
print.ptblank_tbl_scanPrint the 'ptblank_tbl_scan' object
print.read_fnPrint the a table-prep formula
print.tbl_storePrint the 'tbl_store' object
print.x_list_iPrint a single-step x-list to the console
print.x_list_nPrint an x-list comprising all validation steps to the...
read_disk_multiagentRead *pointblank* _agents_ stored on disk as a _multiagent_
reexportsObjects exported from other packages
remove_stepsRemove one or more of an _agent_'s validation steps
row_count_matchDoes the row count match that of a different table?
rows_completeAre row data complete?
rows_distinctAre row data distinct?
scan_dataThoroughly scan a table to better understand it
seriallyRun several tests and a final validation in a serial manner
set_tblSet a data table to an _agent_ or an _informant_
small_tableA small table that is useful for testing
small_table_sqliteAn SQLite version of the 'small_table' dataset
snip_highestA 'fn' for 'info_snippet()': get the highest value from a...
snip_listA 'fn' for 'info_snippet()': get a list of column categories
snip_lowestA 'fn' for 'info_snippet()': get the lowest value from a...
snip_statsA 'fn' for 'info_snippet()': get an inline statistical...
speciallyPerform a specialized validation with a user-defined function
specificationsA table containing data pertaining to various specifications
stock_msg_bodyProvide simple email message body components: body
stock_msg_footerProvide simple email message body components: footer
stop_if_notThe next generation of 'stopifnot()'-type functions:...
tbl_getObtain a materialized table via a table store
tbl_matchDoes the target table match a comparison table?
tbl_sourceObtain a table-prep formula from a table store
tbl_storeDefine a store of tables with table-prep formulas: a table...
tt_string_infoTable Transformer: obtain a summary table for string columns
tt_summary_statsTable Transformer: obtain a summary stats table for numeric...
tt_tbl_colnamesTable Transformer: get a table's column names
tt_tbl_dimsTable Transformer: get the dimensions of a table
tt_time_shiftTable Transformer: shift the times of a table
tt_time_sliceTable Transformer: slice a table with a slice point on a time...
validate_rmdPerform *pointblank* validation testing within R Markdown...
write_testthat_fileTransform a *pointblank* agent to a *testthat* test file
x_read_diskRead an _agent_, _informant_, _multiagent_, or table scan...
x_write_diskWrite an _agent_, _informant_, _multiagent_, or table scan to...
yaml_agent_interrogateGet an _agent_ from *pointblank* YAML and 'interrogate()'
yaml_agent_show_exprsDisplay validation expressions using *pointblank* YAML
yaml_agent_stringDisplay *pointblank* YAML using an agent or a YAML file
yaml_execExecute all agent and informant YAML tasks
yaml_informant_incorporateGet an _informant_ from *pointblank* YAML and 'incorporate()'
yaml_read_agentRead a *pointblank* YAML file to create an _agent_ object
yaml_read_informantRead a *pointblank* YAML file to create an _informant_ object
yaml_writeWrite *pointblank* objects to YAML files
pointblank documentation built on April 25, 2023, 5:06 p.m.