Creates Assertion Tests

---

Documentation for package ‘vvauditor’ version 0.7.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

assertion_message	Assert Message Based on Type
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
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_non_zero_rows	Check for Non-Zero Rows
check_no_duplicates_in_group	Check for No Duplicates in Group
check_no_duplicate_rows	Check for No Duplicate 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 non-numeric values
find_minimum_value	Find the minimum numeric value in a vector, ignoring non-numeric values
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_functions_and_packages	Retrieve functions and packages
retrieve_function_calls	retrieve_function_calls
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