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NEWS.md
In linelist: Tagging and Validating Epidemiological Data
linelist 1.1.4
Internal change
- Promotion of testthat warnings to errors on CI is restored, thanks to a report and suggestion by @krlmlr. This was accidentally removed during #123 (#128).
New features
- Default tag loss condition can now permanently be set via an environment variable
LINELIST_LOST_ACTION (@Bisaloo, #126). The environment variable needs to be set before the R session is started due to the way R environment variables work. This allow users to set a stricter default behaviour for tag loss if they want to ensure tag loss never go unnoticed (#104).
linelist 1.1.3
Minor change
- Convert
meta$Date in CITATION to Date before attempting to run format() (@Bisaloo, #125)
linelist 1.1.2
Minor change
- Fix URL in CITATION (@Bisaloo, #123)
linelist 1.1.1
Minor change
- Tests no longer error on warnings on CRAN, to avoid false positives on a
platform where we have limited control (@Bisaloo, #123).
linelist 1.1.0
Breaking changes
-
make_linelist() and set_tags() no longer accept a named list of characters
as input. Instead, make_linelist(), set_tags() and tags_types() now use
rlang's dynamic dots, which
means that you can splice list arguments. This implementation is more robust,
better tested, and makes it explicit that users want to splice the list
(@Bisaloo, #96).
-
Before:
r
my_tags <- list(
id = "case_ID",
date_onset = "date_of_prodrome",
age = "age",
gender = "gender"
)
make_linelist(obj, my_tags)
# OR
make_linelist(
obj,
id = "case_ID",
date_onset = "date_of_prodrome",
age = "age",
gender = "gender"
)
- Now:
r
my_tags <- list(
id = "case_ID",
date_onset = "date_of_prodrome",
age = "age",
gender = "gender"
)
make_linelist(obj, !!!my_tags)
# OR
make_linelist(
obj,
id = "case_ID",
date_onset = "date_of_prodrome",
age = "age",
gender = "gender"
)
New features
- linelist warnings and errors in the case of a tag loss now have a custom
class (@Bisaloo, #109), which means it is easier to silence them specifically,
or to catch them programmatically for advanced error handling. One example of a
new advanced condition handling that was before not possible is:
``` r
warning_counter <- 0
withCallingHandlers({
x <- linelist::make_linelist(cars, date_onset = "dist", age = "speed")
x <- x[, -1]
x <- x[, -1]
warning("This is not a linelist warning", call. = FALSE)
}, linelist_warning = function(w) {
warning_counter <<- warning_counter + 1
})
#> Warning: The following tags have lost their variable:
#> age:speed
#> Warning: The following tags have lost their variable:
#> date_onset:dist
#> Warning: This is not a linelist warning
warning("This pipeline generated ", warning_counter, " linelist warnings.")
#> Warning: This pipeline generated 2 linelist warnings.
```
- linelist objects now have a new custom
$<-.linelist() to prevent tag loss
when subsetting a linelist object (@Bisaloo, #86). This completes the
functionality already provided by the [<-.linelist() and [[<-.linelist()
methods.
r
x$tagged_column <- NULL
#> Warning in prune_tags(out, lost_action): The following tags have lost their variable:
#> tag:tagged_column
-
Validation failures in validate_types() now integrate a delayed error
mechanism (@Bisaloo, #106). This ensures that the error message will return all
the invalid tag types at once rather than having to go through multiple trials
and runs.
-
Before: only the first invalid tag type is returned.
r
# No warning about age, even though it also has an invalid type
x <- make_linelist(cars, age = "speed", gender = "dist")
validate_types(x, ref_types = tags_types(age = "factor"))
#> Error in validate_types(x, ref_types = tags_types(age = "factor")) :
#> Issue when checking class of tag `gender`:
#> Must inherit from class 'character'/'factor', but has class 'numeric'
- Now: the error message returns all the invalid tag types at once.
r
x <- make_linelist(cars, age = "speed", gender = "dist")
validate_types(x, ref_types = tags_types(age = "factor"))
#> Some tags have the wrong class:
#> - gender: Must inherit from class 'character'/'factor', but has class 'numeric'
#> - age: Must inherit from class 'factor', but has class 'numeric'
Internal changes
- Internal duplication in the specification of the tags supported by linelist
by default has been removed. This makes it easier to add or remove tags in the
future, and reduces the risk of inconsistencies between the different parts of
the package (@Bisaloo, #111).
- The internal
tag_variable() function has been replace by a vectorized
alternative tag_variable, thus improving performance in make_linelist() and
set_tags() about twofold. The error message when tags are specified by
position with a number larger than the number of columns in the dataset to tag
has also been clarified (@Bisaloo, #110).
Documentation
- linelist now provides a design vignette for future contributors or maintainers
(@Bisaloo, #112).
linelist 1.0.0
New features
-
Increased compatibility with dplyr is now documented and ensured through
tests of all dplyr verbs on linelist objects as part of our testing & continuous
integration system, as well as a new vignette:
https://epiverse-trace.github.io/linelist/articles/compat-dplyr.html
(@Bisaloo, #53)
-
A new selection helper is provided for tidyverse users, based on the existing
selectors provided by the tidyselect package: has_tag() (@Bisaloo, #61). By
feeding it a character vector of tags to operate on, you can work with dplyr
verbs on specific tagged columns without having to explicitly use the column
names:
r
x %>%
dplyr::select(has_tag(c("id", "date_of_onset")))
Breaking changes
-
It is no longer possible to use lost_tags_action() within a pipeline. It
must now be set as a separate step. This makes the internal code more robust and
clarifies what is part of the pipeline versus a global option (@Bisaloo, #79).
-
The select_tags() function is now deprecated to ensure we provide just one
clear way to address a given issue and that our "happy path" is clearly
signposted (@Bisaloo, #61). If you were using this function, we now recommend
using the more explicit two-steps process:
```r
# Deprecated
x %>%
select_tags("age")
# Instead use
x %>%
tags_df() %>%
select(age)
# Or
x %>%
select(has_tag("age")) %>%
tags_df()
```
- The custom
select.linelist() method has been deprecated as providing a
custom [.linelist() is sufficient to ensure compatibility with
dplyr::select() default methods, including triggering lost_tags_action()
on tag removal (@Bisaloo, #61).
A full deletion of this method is not possible at the moment because we want to
provide a smooth transition for users that relied on the custom tags argument
of the select.linelist() method. It is now recommend instead to use the new
has_tag() selection helper:
```r
x %>%
dplyr::select(has_tag(c("id", "date_of_onset")))
# Instead of
x %>%
select(tags = c("id", "date_of_onset"))
```
- The custom
rename.linelist() method has been removed as providing a custom
names<-().linelist method is sufficient to ensure compatibility with
dplyr::rename(), including appropriate modification of the tags. (@Bisaloo,
60)
Documentation
-
added a hex logo thanks to @dgmascarina contribution
-
added short lay description to README thanks to Emma Marty's contribution
-
fixed some typos in package documentation (@pitmonticone, #30)
Bug fixes
- linelist is now explicitly marked as incompatible with data.table.
In practice,
make_linelist(x) now errors if x inherits from data.table
(#55, @Bisaloo, based on discussions with @TimTaylor).
[.linelist() now works to subset by column when including just one argument
(#54, @Bisaloo). E.g., x[1]. As an indirect effect, this also improves
compatibility with dplyr verbs that rely on this method (#51).- subsetting a linelist with extra tags (e.g., created via
make_linelist(allow_extra = TRUE)) no longer causes an error (#65, @Bisaloo;
reported by @TimTaylor in #63)
Internal changes
- testthat tests now run in parallel (#77, @Bisaloo)
- testthat tests now warn on partial matching (#77, @Bisaloo)
linelist 0.0.1
This is the first proof-of-concept release on CRAN.
New features
-
the linelist class implements a tagging system to keep track of key
epidemiological variables in a data.frame
-
validation routines for tagged variables
-
accessors to retrieve tagged variables
-
an API for easy extension to additional tagged variables
-
dedicated S3 methods providing safeguards for operations which could lose
tagged variables
-
full documentation of all functions
-
a vignette
-
100% test coverage
Try the linelist package in your browser
Any scripts or data that you put into this service are public.
linelist documentation built on June 22, 2024, 10:54 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
linelist 1.1.4
Internal change
- Promotion of testthat warnings to errors on CI is restored, thanks to a report and suggestion by @krlmlr. This was accidentally removed during #123 (#128).
New features
- Default tag loss condition can now permanently be set via an environment variable
LINELIST_LOST_ACTION(@Bisaloo, #126). The environment variable needs to be set before the R session is started due to the way R environment variables work. This allow users to set a stricter default behaviour for tag loss if they want to ensure tag loss never go unnoticed (#104).
linelist 1.1.3
Minor change
- Convert
meta$Datein CITATION toDatebefore attempting to runformat()(@Bisaloo, #125)
linelist 1.1.2
Minor change
- Fix URL in CITATION (@Bisaloo, #123)
linelist 1.1.1
Minor change
- Tests no longer error on warnings on CRAN, to avoid false positives on a platform where we have limited control (@Bisaloo, #123).
linelist 1.1.0
Breaking changes
-
make_linelist()andset_tags()no longer accept a named list of characters as input. Instead,make_linelist(),set_tags()andtags_types()now use rlang's dynamic dots, which means that you can splice list arguments. This implementation is more robust, better tested, and makes it explicit that users want to splice the list (@Bisaloo, #96). -
Before:
r my_tags <- list( id = "case_ID", date_onset = "date_of_prodrome", age = "age", gender = "gender" ) make_linelist(obj, my_tags) # OR make_linelist( obj, id = "case_ID", date_onset = "date_of_prodrome", age = "age", gender = "gender" ) - Now:
r my_tags <- list( id = "case_ID", date_onset = "date_of_prodrome", age = "age", gender = "gender" ) make_linelist(obj, !!!my_tags) # OR make_linelist( obj, id = "case_ID", date_onset = "date_of_prodrome", age = "age", gender = "gender" )
New features
- linelist warnings and errors in the case of a tag loss now have a custom class (@Bisaloo, #109), which means it is easier to silence them specifically, or to catch them programmatically for advanced error handling. One example of a new advanced condition handling that was before not possible is:
``` r warning_counter <- 0
withCallingHandlers({ x <- linelist::make_linelist(cars, date_onset = "dist", age = "speed") x <- x[, -1] x <- x[, -1] warning("This is not a linelist warning", call. = FALSE) }, linelist_warning = function(w) { warning_counter <<- warning_counter + 1 }) #> Warning: The following tags have lost their variable: #> age:speed #> Warning: The following tags have lost their variable: #> date_onset:dist #> Warning: This is not a linelist warning
warning("This pipeline generated ", warning_counter, " linelist warnings.") #> Warning: This pipeline generated 2 linelist warnings. ```
- linelist objects now have a new custom
$<-.linelist()to prevent tag loss when subsetting a linelist object (@Bisaloo, #86). This completes the functionality already provided by the[<-.linelist()and[[<-.linelist()methods.
r
x$tagged_column <- NULL
#> Warning in prune_tags(out, lost_action): The following tags have lost their variable:
#> tag:tagged_column
-
Validation failures in
validate_types()now integrate a delayed error mechanism (@Bisaloo, #106). This ensures that the error message will return all the invalid tag types at once rather than having to go through multiple trials and runs. -
Before: only the first invalid tag type is returned.
r # No warning about age, even though it also has an invalid type x <- make_linelist(cars, age = "speed", gender = "dist") validate_types(x, ref_types = tags_types(age = "factor")) #> Error in validate_types(x, ref_types = tags_types(age = "factor")) : #> Issue when checking class of tag `gender`: #> Must inherit from class 'character'/'factor', but has class 'numeric' - Now: the error message returns all the invalid tag types at once.
r x <- make_linelist(cars, age = "speed", gender = "dist") validate_types(x, ref_types = tags_types(age = "factor")) #> Some tags have the wrong class: #> - gender: Must inherit from class 'character'/'factor', but has class 'numeric' #> - age: Must inherit from class 'factor', but has class 'numeric'
Internal changes
- Internal duplication in the specification of the tags supported by linelist by default has been removed. This makes it easier to add or remove tags in the future, and reduces the risk of inconsistencies between the different parts of the package (@Bisaloo, #111).
- The internal
tag_variable()function has been replace by a vectorized alternativetag_variable, thus improving performance inmake_linelist()andset_tags()about twofold. The error message when tags are specified by position with a number larger than the number of columns in the dataset to tag has also been clarified (@Bisaloo, #110).
Documentation
- linelist now provides a design vignette for future contributors or maintainers (@Bisaloo, #112).
linelist 1.0.0
New features
-
Increased compatibility with dplyr is now documented and ensured through tests of all dplyr verbs on linelist objects as part of our testing & continuous integration system, as well as a new vignette: https://epiverse-trace.github.io/linelist/articles/compat-dplyr.html (@Bisaloo, #53)
-
A new selection helper is provided for tidyverse users, based on the existing selectors provided by the tidyselect package:
has_tag()(@Bisaloo, #61). By feeding it a character vector of tags to operate on, you can work with dplyr verbs on specific tagged columns without having to explicitly use the column names:
r
x %>%
dplyr::select(has_tag(c("id", "date_of_onset")))
Breaking changes
-
It is no longer possible to use
lost_tags_action()within a pipeline. It must now be set as a separate step. This makes the internal code more robust and clarifies what is part of the pipeline versus a global option (@Bisaloo, #79). -
The
select_tags()function is now deprecated to ensure we provide just one clear way to address a given issue and that our "happy path" is clearly signposted (@Bisaloo, #61). If you were using this function, we now recommend using the more explicit two-steps process:
```r # Deprecated x %>% select_tags("age")
# Instead use x %>% tags_df() %>% select(age)
# Or x %>% select(has_tag("age")) %>% tags_df() ```
- The custom
select.linelist()method has been deprecated as providing a custom[.linelist()is sufficient to ensure compatibility withdplyr::select()default methods, including triggeringlost_tags_action()on tag removal (@Bisaloo, #61). A full deletion of this method is not possible at the moment because we want to provide a smooth transition for users that relied on the customtagsargument of theselect.linelist()method. It is now recommend instead to use the newhas_tag()selection helper:
```r x %>% dplyr::select(has_tag(c("id", "date_of_onset")))
# Instead of x %>% select(tags = c("id", "date_of_onset")) ```
- The custom
rename.linelist()method has been removed as providing a customnames<-().linelistmethod is sufficient to ensure compatibility withdplyr::rename(), including appropriate modification of the tags. (@Bisaloo,
60)
Documentation
-
added a hex logo thanks to @dgmascarina contribution
-
added short lay description to README thanks to Emma Marty's contribution
-
fixed some typos in package documentation (@pitmonticone, #30)
Bug fixes
- linelist is now explicitly marked as incompatible with data.table.
In practice,
make_linelist(x)now errors ifxinherits fromdata.table(#55, @Bisaloo, based on discussions with @TimTaylor). [.linelist()now works to subset by column when including just one argument (#54, @Bisaloo). E.g.,x[1]. As an indirect effect, this also improves compatibility with dplyr verbs that rely on this method (#51).- subsetting a linelist with extra tags (e.g., created via
make_linelist(allow_extra = TRUE)) no longer causes an error (#65, @Bisaloo; reported by @TimTaylor in #63)
Internal changes
- testthat tests now run in parallel (#77, @Bisaloo)
- testthat tests now warn on partial matching (#77, @Bisaloo)
linelist 0.0.1
This is the first proof-of-concept release on CRAN.
New features
-
the
linelistclass implements a tagging system to keep track of key epidemiological variables in adata.frame -
validation routines for tagged variables
-
accessors to retrieve tagged variables
-
an API for easy extension to additional tagged variables
-
dedicated S3 methods providing safeguards for operations which could lose tagged variables
-
full documentation of all functions
-
a vignette
-
100% test coverage
Try the linelist package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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