![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
| action_levels | Set action levels: failure thresholds and functions to invoke |
| all_passed | Did all of the validations fully _pass_? |
| col_exists | Do one or more columns actually exist? |
| col_is_character | Do the columns contain character/string data? |
| col_is_date | Do the columns contain R 'Date' objects? |
| col_is_factor | Do the columns contain R 'factor' objects? |
| col_is_integer | Do the columns contain integer values? |
| col_is_logical | Do the columns contain logical values? |
| col_is_numeric | Do the columns contain numeric values? |
| col_is_posix | Do the columns contain 'POSIXct' dates? |
| col_schema | Generate a table column schema manually or with a reference table |
| col_schema_match | Do columns in the table (and their types) match a predefined schema? |
| col_vals_between | Are column data between two specified values? |
| col_vals_equal | Are column data equal to a specified value? |
| col_vals_expr | Do column data agree with a predicate expression? |
| col_vals_gt | Are column data greater than a specified value? |
| col_vals_gte | Are column data greater than or equal to a specified value? |
| col_vals_in_set | Are column data part of a specified set of values? |
| col_vals_lt | Are column data less than a specified value? |
| col_vals_lte | Are column data less than or equal to a specified value? |
| col_vals_not_between | Are column data not between two specified values? |
| col_vals_not_equal | Are column data not equal to a specified value? |
| col_vals_not_in_set | Are data not part of a specified set of values? |
| col_vals_not_null | Are column data not 'NULL'/'NA'? |
| col_vals_null | Are column data 'NULL'/'NA'? |
| col_vals_regex | Do strings in column data match a regex pattern? |
| conjointly | Perform multiple rowwise validations for joint validity |
| create_agent | Create a pointblank agent object |
| email_blast | Send email at a step or at the end of an interrogation |
| email_preview | Get a preview of an email before actually sending that email |
| expect_col_exists | Do one or more columns actually exist? |
| expect_col_is_character | Do the columns contain character/string data? |
| expect_col_is_date | Do the columns contain R 'Date' objects? |
| expect_col_is_factor | Do the columns contain R 'factor' objects? |
| expect_col_is_integer | Do the columns contain integer values? |
| expect_col_is_logical | Do the columns contain logical values? |
| expect_col_is_numeric | Do the columns contain numeric values? |
| expect_col_is_posix | Do the columns contain 'POSIXct' dates? |
| expect_col_schema_match | Do columns in the table (and their types) match a predefined schema? |
| expect_col_vals_between | Are column data between two specified values? |
| expect_col_vals_equal | Are column data equal to a specified value? |
| expect_col_vals_expr | Do column data agree with a predicate expression? |
| expect_col_vals_gt | Are column data greater than a specified value? |
| expect_col_vals_gte | Are column data greater than or equal to a specified value? |
| expect_col_vals_in_set | Are column data part of a specified set of values? |
| expect_col_vals_lt | Are column data less than a specified value? |
| expect_col_vals_lte | Are column data less than or equal to a specified value? |
| expect_col_vals_not_between | Are column data not between two specified values? |
| expect_col_vals_not_equal | Are column data not equal to a specified value? |
| expect_col_vals_not_in_set | Are data not part of a specified set of values? |
| expect_col_vals_not_null | Are column data not 'NULL'/'NA'? |
| expect_col_vals_null | Are column data 'NULL'/'NA'? |
| expect_col_vals_regex | Do strings in column data match a regex pattern? |
| expect_conjointly | Perform multiple rowwise validations for joint validity |
| expect_rows_distinct | Are row data distinct? |
| get_agent_report | Get a summary report from an agent |
| get_agent_x_list | Get the agent's *x-list* |
| get_data_extracts | Collect data extracts from a validation step |
| get_sundered_data | Sunder the data, splitting it into 'pass' and 'fail' pieces |
| interrogate | Given an agent that has a validation plan, perform an interrogation |
| rows_distinct | Are row data distinct? |
| rows_not_duplicated | Verify that row data are not duplicated (deprecated) |
| scan_data | Thoroughly scan the table data so as to understand it better |
| small_table | A small table that is useful for testing |
| small_table_sqlite | A SQLite version of the 'small_table' dataset |
| stock_msg_body | Provide simple email message body components: body |
| stock_msg_footer | Provide simple email message body components: footer |
| stop_if_not | The next generation of 'stopifnot()'-type functions: 'stop_if_not()' |
| stop_on_fail | Set action levels: failure thresholds and functions to invoke |
| test_col_exists | Do one or more columns actually exist? |
| test_col_is_character | Do the columns contain character/string data? |
| test_col_is_date | Do the columns contain R 'Date' objects? |
| test_col_is_factor | Do the columns contain R 'factor' objects? |
| test_col_is_integer | Do the columns contain integer values? |
| test_col_is_logical | Do the columns contain logical values? |
| test_col_is_numeric | Do the columns contain numeric values? |
| test_col_is_posix | Do the columns contain 'POSIXct' dates? |
| test_col_schema_match | Do columns in the table (and their types) match a predefined schema? |
| test_col_vals_between | Are column data between two specified values? |
| test_col_vals_equal | Are column data equal to a specified value? |
| test_col_vals_expr | Do column data agree with a predicate expression? |
| test_col_vals_gt | Are column data greater than a specified value? |
| test_col_vals_gte | Are column data greater than or equal to a specified value? |
| test_col_vals_in_set | Are column data part of a specified set of values? |
| test_col_vals_lt | Are column data less than a specified value? |
| test_col_vals_lte | Are column data less than or equal to a specified value? |
| test_col_vals_not_between | Are column data not between two specified values? |
| test_col_vals_not_equal | Are column data not equal to a specified value? |
| test_col_vals_not_in_set | Are data not part of a specified set of values? |
| test_col_vals_not_null | Are column data not 'NULL'/'NA'? |
| test_col_vals_null | Are column data 'NULL'/'NA'? |
| test_col_vals_regex | Do strings in column data match a regex pattern? |
| test_conjointly | Perform multiple rowwise validations for joint validity |
| test_rows_distinct | Are row data distinct? |
| validate_rmd | Modify *pointblank* validation testing options within R Markdown documents |
| warn_on_fail | Set action levels: failure thresholds and functions to invoke |