Data Validation Infrastructure

Documentation for package ‘validate’ version 1.1.5

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Data Validation Infrastructure

-- A --

add_indicators	Add indicator values as columns to a data frame
aggregate-method	Aggregate validation results
all-method	Test if all validations resulted in TRUE
all_complete	Test for completeness of records
all_unique	Test for uniquenes of records
any-method	Test if any validation resulted in TRUE
as.data.frame-method	Translate cellComparison objects to data frame
as.data.frame-method	Coerce a confrontation object to data frame
as.data.frame-method	Translate an expressionset to data.frame
as.data.frame-method	Translate a validatorComparison object to data frame
as_yaml	Export to yaml file
as_yaml-method	Export to yaml file

-- B --

barplot-method	Barplot of cellComparison object
barplot-method	Plot number of violations
barplot-method	Barplot of validatorComparison object

-- C --

cells	Cell counts and differences for a series of datasets
check_that	Simple data validation interface
compare	Compare similar data sets
compare-method	Compare similar data sets
confront	Confront data with a (set of) expressionset(s)
confront-method	Confront data with a (set of) expressionset(s)
contains_at_least	Check records using a predifined table of (im)possible values
contains_at_most	Check records using a predifined table of (im)possible values
contains_exactly	Check records using a predifined table of (im)possible values
created	Creation timestamp
created-method	Creation timestamp
created<-	Creation timestamp
created<--method	Creation timestamp

-- D --

description	Rule description
description-method	Rule description
description<-	Rule description
description<--method	Rule description
does_not_contain	Check records using a predifined table of (im)possible values
do_by	split-apply-combine for vectors, with equal-length outptu

-- E --

errors	Get messages from a confrontation object
errors-method	Get messages from a confrontation object
estat_codelist	Get code list from an SDMX REST API endpoint.
event	Get or set event information metadata from a 'confrontation' object.
event-method	Get or set event information metadata from a 'confrontation' object.
event<-	Get or set event information metadata from a 'confrontation' object.
event<--method	Get or set event information metadata from a 'confrontation' object.
exists_any	Test for (unique) existence
exists_one	Test for (unique) existence
export_yaml	Export to yaml file
export_yaml-method	Export to yaml file

-- F --

field_format	Check whether a field conforms to a regular expression
field_length	Check number of code points

-- G --

glob	Label objects for interpretation as pattern
global_codelist	Get code list from an SDMX REST API endpoint.

-- H --

hb	Hiridoglu-Berthelot function
hierarchy	Check aggregates defined by a hierarchical code list

-- I --

in_linear_sequence	Check whether a variable represents a linear sequence
in_linear_sequence.character	Check whether a variable represents a linear sequence
in_linear_sequence.Date	Check whether a variable represents a linear sequence
in_linear_sequence.numeric	Check whether a variable represents a linear sequence
in_linear_sequence.POSIXct	Check whether a variable represents a linear sequence
in_range	Check variable range
in_range.character	Check variable range
in_range.default	Check variable range
is_complete	Test for completeness of records
is_linear_sequence	Check whether a variable represents a linear sequence
is_linear_sequence.character	Check whether a variable represents a linear sequence
is_linear_sequence.Date	Check whether a variable represents a linear sequence
is_linear_sequence.numeric	Check whether a variable represents a linear sequence
is_linear_sequence.POSIXct	Check whether a variable represents a linear sequence
is_unique	Test for uniquenes of records

-- K --

keyset	Get key set stored with a confrontation
keyset-method	Get key set stored with a confrontation

-- L --

label	Rule label
label-method	Rule label
label<-	Rule label
label<--method	Rule label
lacking	Select records (not) satisfying rules
lbj_cells	Logging object to use with the lumberjack package
lbj_cells-class	Logging object to use with the lumberjack package
lbj_rules	Logging object to use with the lumberjack package
lbj_rules-class	Logging object to use with the lumberjack package
length-method	Determine the number of elements in an object.

-- M --

match_cells	Create matching subsets of a sequence of data
max_by	split-apply-combine for vectors, with equal-length outptu
mean_by	split-apply-combine for vectors, with equal-length outptu
meta	Get or set rule metadata
meta-method	Get or set rule metadata
meta<-	Get or set rule metadata
meta<--method	Get or set rule metadata
min_by	split-apply-combine for vectors, with equal-length outptu

-- N --

nace_rev2	NACE classification code table
names-method	Extract or set names
names<--method	Extract or set names
number_format	Check the layouts of numbers.
n_unique	Test for uniquenes of records

-- O --

-- P --

package-validate	Data Validation Infrastructure
part_whole_relation	Test whether details combine to a chosen aggregate
plot-method	Line graph of a cellComparison object.
plot-method	Plot validation results
plot-method	Plot a validator object
plot-method	Line graph of validatorComparison object
print.validations	Run a file with confrontations. Capture results

-- R --

reset	Set or get options globally or per object.
reset-method	Set or get options globally or per object.
retailers	data on Dutch supermarkets
run_validation_dir	Run a file with confrontations. Capture results
run_validation_file	Run a file with confrontations. Capture results
rx	Label objects for interpretation as pattern

-- S --

samplonomy	Economic data on Samplonia
satisfying	Select records (not) satisfying rules
SBS2000	data on Dutch supermarkets
sdmx_codelist	Get code list from an SDMX REST API endpoint.
sdmx_endpoint	Get URL for known SDMX registry endpoints
sort-method	Aggregate and sort the results of a validation.
summary	Create a summary
summary-method	Create a summary
summary.validations	Run a file with confrontations. Capture results
sum_by	split-apply-combine for vectors, with equal-length outptu
syntax	Syntax to define validation or indicator rules

-- V --

validate	Data Validation Infrastructure
validate-summary	Create a summary
validate_options	Set or get options globally or per object.
validation	Store results of evaluating validating expressions
validation-class	Store results of evaluating validating expressions
validator	Define validation rules for data
validator_from_dsd	Extract a rule set from an SDMX DSD file
values	Get values from object
values-method	Get values from object
variables	Get variable names
variables-method	Get variable names
violating	Select records (not) satisfying rules
violating.default	Select records (not) satisfying rules
voptions	Set or get options globally or per object.
voptions-method	Set or get options globally or per object.

-- W --

Get messages from a confrontation object

-- misc --

%vin%	A consistent set membership operator
+-method	Combine two indicator objects
+-method	Combine two validator objects