Man pages for vvauditor
Creates Assertion Tests
| assert_date_named | Assert Date Value in Column |
| assert_field_consistency | Check if the fieldnames of the dataset are the same |
| assert_field_distinctness | Assert Field Uniqueness Consistency Between Data and Metadata |
| assert_field_existence | Assert Field Existence in New Data |
| assertion_message | Assert Message Based on Type |
| assert_logical_named | Assert Logical Value in Column |
| assert_missing_values | Assert Consistency of Missing Values in Data |
| assert_no_duplicates_in_group | Assert No Duplicates in Group |
| assert_range_validation | Assert Range Validation for Data Fields |
| assert_type_consistency | Assert Type Consistency Between Data and Metadata |
| calculate_category_percentages | Calculate the percentage of categories in a data vector |
| check_double_columns | check double columns |
| check_duplicates | Check for Duplicate Rows in Selected Columns |
| check_na_columns | Check for columns with only NA values |
| check_no_duplicate_rows | Check for No Duplicate Rows |
| check_no_duplicates_in_group | Check for No Duplicates in Group |
| check_non_zero_rows | Check for Non-Zero Rows |
| check_numeric_or_integer_type | Check for Numeric or Integer Type |
| check_posixct_type | Check for POSIXct Type |
| check_rows | Check rows |
| check_zero_columns | Check for Columns with Only 0s |
| count_more_than_1 | Count more than 1 |
| create_categorical_details | Create categorical details csv |
| create_dataset_summary_table | Create dataset summary statistics table |
| create_data_types | Create data types tibble |
| create_field_info | Create field info |
| create_numeric_details | Create numeric details csv |
| create_subset_fields | Create subset fields |
| drop_na_column_names | Drop NA column names |
| duplicates_in_column | Duplicates in column |
| find_common_columns | Find Common Columns Between Data Frames |
| find_maximum_value | Find the maximum numeric value in a vector, ignoring... |
| find_minimum_value | Find the minimum numeric value in a vector, ignoring... |
| find_pattern_r | Find pattern in R scripts |
| get_distribution_statistics | Compute distribution statistics for a numeric vector |
| get_first_element_class | Retrieve the class of the first element of a vector |
| get_values | Get values of column |
| identify_join_pairs | Identify Possible Join Pairs Between Data Frames |
| identify_outliers | Identify Outliers in a Data Frame Column |
| is_unique_column | Check if a column in a dataframe has unique values |
| md_complete_cases | MD complete cases |
| regex_content_parameter | Construct Regex for Matching Function Parameter Content |
| regex_time | Generate regular expression of a time. |
| regex_year_date | Generate regular expression of a year date. |
| remove_duplicates_and_na | Remove Duplicates and NA Values from Input |
| retrieve_function_calls | retrieve_function_calls |
| retrieve_functions_and_packages | Retrieve functions and packages |
| retrieve_package_usage | Retrieve packages that are loaded in a script |
| retrieve_sourced_scripts | retrieve_sourced_scripts |
| retrieve_string_assignments | retrieve_string_assignments |
| return_assertions_message | Return Assertion Messages |
| return_mtcars_testfile | Read and return the mtcars testfile |
| run_all_assertions | Run All Data Validation Assertions |
| str_detect_in_file | Detect string in file |
| test_all_equal | Test all equal |
| unique_id | unique id |
