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[GitHub] [arrow] eitsupi opened a new pull request #12546: ARROW-15814: [R] Improve documentation for cast()
eitsupi opened a new pull request #12546:
URL: https://github.com/apache/arrow/pull/12546
The existence of `cast()` is mentioned in the data type documentation, but since it is not a stand-alone function, there is no `cast()` reference page, and users have had no way of knowing how to use it.
It was especially difficult to know that it could be used in a dplyr query.
Include usage examples of `cast()` during the data type help pages to give users hints on how to change the type of data contained in the arrow object.
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[GitHub] [arrow] jonkeane closed pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
jonkeane closed pull request #12546:
URL: https://github.com/apache/arrow/pull/12546
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[GitHub] [arrow] ursabot edited a comment on pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
ursabot edited a comment on pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#issuecomment-1080916919
Benchmark runs are scheduled for baseline = 6ab947b19246e137e3ef9f4478c7a15d363dcfd3 and contender = d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1. d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1 is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Finished :arrow_down:0.0% :arrow_up:0.0%] [ec2-t3-xlarge-us-east-2](https://conbench.ursa.dev/compare/runs/f96b63ac1da5401995db3ce29cd467ce...8a11f402a77144fa9a427b12fdd45cfe/)
[Finished :arrow_down:0.21% :arrow_up:0.0%] [test-mac-arm](https://conbench.ursa.dev/compare/runs/8f7bc2e876b644099bda95fcb83bff30...2e94844ad87041f6a193de8d69e2f601/)
[Failed :arrow_down:0.0% :arrow_up:0.0%] [ursa-i9-9960x](https://conbench.ursa.dev/compare/runs/526f0a8411da4646a2dac7735622a1a2...6e8b0ef2489346cf8fb2f077d427336f/)
[Finished :arrow_down:1.79% :arrow_up:11.06%] [ursa-thinkcentre-m75q](https://conbench.ursa.dev/compare/runs/e8c8389d329e4948857be6ee517cc3e1...f8cccdc1df7741a29879cb4f7781cfdd/)
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java
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[GitHub] [arrow] ursabot edited a comment on pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
ursabot edited a comment on pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#issuecomment-1080916919
Benchmark runs are scheduled for baseline = 6ab947b19246e137e3ef9f4478c7a15d363dcfd3 and contender = d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1. d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1 is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Finished :arrow_down:0.0% :arrow_up:0.0%] [ec2-t3-xlarge-us-east-2](https://conbench.ursa.dev/compare/runs/f96b63ac1da5401995db3ce29cd467ce...8a11f402a77144fa9a427b12fdd45cfe/)
[Scheduled] [test-mac-arm](https://conbench.ursa.dev/compare/runs/8f7bc2e876b644099bda95fcb83bff30...2e94844ad87041f6a193de8d69e2f601/)
[Scheduled] [ursa-i9-9960x](https://conbench.ursa.dev/compare/runs/526f0a8411da4646a2dac7735622a1a2...6e8b0ef2489346cf8fb2f077d427336f/)
[Scheduled] [ursa-thinkcentre-m75q](https://conbench.ursa.dev/compare/runs/e8c8389d329e4948857be6ee517cc3e1...f8cccdc1df7741a29879cb4f7781cfdd/)
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java
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[GitHub] [arrow] thisisnic commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
thisisnic commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830865193
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
Review comment:
I think we'd still have the issue of these examples failing on builds where dplyr isn't present, especially as it's not one of our imported packages.
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[GitHub] [arrow] thisisnic commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
thisisnic commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r832181438
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
Review comment:
Sounds like a good idea to me then!
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[GitHub] [arrow] eitsupi commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
eitsupi commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830592186
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
Review comment:
I am wondering if it is sufficient to just remove this condition in the first place since #12533 was merged.
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[GitHub] [arrow] thisisnic commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
thisisnic commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830064575
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
Review comment:
```suggestion
#' # Use the cast method to change the type of data contained in Arrow objects
```
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
Review comment:
This will mean that we don't generate any of the examples if `arrow_with_dataset()` is `FALSE` though; even the ones which don't require Datasets. How about using `\dontrun` instead for the `dplyr` block?
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
Review comment:
Let's break this example up into two lines to make it easier to read - one for object creation and a separate operation for casting the object to a different type.
Please also just use a single cast in this.
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
+#' Array$create(0L)$cast(int64())$cast(timestamp("s", timezone = "UTC"))
+#' chunked_array(0L, 1L)$cast(date32())
+#'
+#' # You can also use `cast()` in dplyr query.
+#' library(dplyr)
+#' data.frame(col1 = 1:10, col2 = 1:10) %>%
+#' arrow_table() %>%
+#' mutate(
+#' col1 = cast(col1, string()),
+#' col2 = cast(col2, date32())
+#' ) %>%
+#' compute()
Review comment:
Can we instead do something like `arrow_table(mtcars)` to reduce the number of lines of code in this example?
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
+#' Array$create(0L)$cast(int64())$cast(timestamp("s", timezone = "UTC"))
Review comment:
Same as before - 2 lines and just 1 cast please.
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
+#' Array$create(0L)$cast(int64())$cast(timestamp("s", timezone = "UTC"))
+#' chunked_array(0L, 1L)$cast(date32())
+#'
+#' # You can also use `cast()` in dplyr query.
Review comment:
```suggestion
#' # You can also use `cast()` in an Arrow dplyr query.
```
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[GitHub] [arrow] ursabot commented on pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
ursabot commented on pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#issuecomment-1080916919
Benchmark runs are scheduled for baseline = 6ab947b19246e137e3ef9f4478c7a15d363dcfd3 and contender = d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1. d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1 is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Scheduled] [ec2-t3-xlarge-us-east-2](https://conbench.ursa.dev/compare/runs/f96b63ac1da5401995db3ce29cd467ce...8a11f402a77144fa9a427b12fdd45cfe/)
[Scheduled] [test-mac-arm](https://conbench.ursa.dev/compare/runs/8f7bc2e876b644099bda95fcb83bff30...2e94844ad87041f6a193de8d69e2f601/)
[Scheduled] [ursa-i9-9960x](https://conbench.ursa.dev/compare/runs/526f0a8411da4646a2dac7735622a1a2...6e8b0ef2489346cf8fb2f077d427336f/)
[Scheduled] [ursa-thinkcentre-m75q](https://conbench.ursa.dev/compare/runs/e8c8389d329e4948857be6ee517cc3e1...f8cccdc1df7741a29879cb4f7781cfdd/)
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java
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[GitHub] [arrow] github-actions[bot] commented on pull request #12546: ARROW-15814: [R] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
github-actions[bot] commented on pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#issuecomment-1057050247
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[GitHub] [arrow] thisisnic commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
thisisnic commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830869645
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
Review comment:
Sounds good - could you also add a little extra to this example explaining why? Thanks!
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[GitHub] [arrow] eitsupi commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
eitsupi commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830592440
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
Review comment:
I wanted to include an example of a cast to timestamp type (since it takes a argument), but to cast to timestamp type we must first cast to int64.
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[GitHub] [arrow] eitsupi commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
eitsupi commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r832164237
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
Review comment:
How about enclosing examples requiring `dplyr` with the following evaluation formula?
```R
if (requireNamespace("dplyr", quietly = TRUE)) {
}
```
This method is used in the `dplyr` reference.
https://dplyr.tidyverse.org/reference/storms.html
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[GitHub] [arrow] thisisnic commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
thisisnic commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r830869645
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
Review comment:
Just to check - what's the significance of the fact that it takes an argument?
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[GitHub] [arrow] eitsupi commented on a change in pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
eitsupi commented on a change in pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#discussion_r835882657
##########
File path: r/R/type.R
##########
@@ -320,11 +320,27 @@ NestedType <- R6Class("NestedType", inherit = DataType)
#' @return An Arrow type object inheriting from DataType.
#' @export
#' @seealso [dictionary()] for creating a dictionary (factor-like) type.
-#' @examplesIf arrow_available()
+#' @examplesIf arrow_available() && arrow_with_dataset()
#' bool()
#' struct(a = int32(), b = double())
#' timestamp("ms", timezone = "CEST")
#' time64("ns")
+#'
+#' # Use the cast method to change the type of data contained in Arrow Objects.
+#' # Please check the documentation of each data object class for details.
+#' Scalar$create(0L)$cast(int64())$cast(timestamp("ns"))
Review comment:
I was not aware that the type argument of the create method can be of type int64 from the beginning.
By setting it to type int64 from the beginning, cast is now executed only once.
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[GitHub] [arrow] ursabot edited a comment on pull request #12546: ARROW-15814: [R][DOCS] Improve documentation for cast()
Posted by GitBox <gi...@apache.org>.
ursabot edited a comment on pull request #12546:
URL: https://github.com/apache/arrow/pull/12546#issuecomment-1080916919
Benchmark runs are scheduled for baseline = 6ab947b19246e137e3ef9f4478c7a15d363dcfd3 and contender = d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1. d327f694d7cd6b5919fe1df7d9dea6e7ebef03e1 is a master commit associated with this PR. Results will be available as each benchmark for each run completes.
Conbench compare runs links:
[Finished :arrow_down:0.0% :arrow_up:0.0%] [ec2-t3-xlarge-us-east-2](https://conbench.ursa.dev/compare/runs/f96b63ac1da5401995db3ce29cd467ce...8a11f402a77144fa9a427b12fdd45cfe/)
[Finished :arrow_down:0.21% :arrow_up:0.0%] [test-mac-arm](https://conbench.ursa.dev/compare/runs/8f7bc2e876b644099bda95fcb83bff30...2e94844ad87041f6a193de8d69e2f601/)
[Scheduled] [ursa-i9-9960x](https://conbench.ursa.dev/compare/runs/526f0a8411da4646a2dac7735622a1a2...6e8b0ef2489346cf8fb2f077d427336f/)
[Finished :arrow_down:1.79% :arrow_up:11.06%] [ursa-thinkcentre-m75q](https://conbench.ursa.dev/compare/runs/e8c8389d329e4948857be6ee517cc3e1...f8cccdc1df7741a29879cb4f7781cfdd/)
Supported benchmarks:
ec2-t3-xlarge-us-east-2: Supported benchmark langs: Python, R. Runs only benchmarks with cloud = True
test-mac-arm: Supported benchmark langs: C++, Python, R
ursa-i9-9960x: Supported benchmark langs: Python, R, JavaScript
ursa-thinkcentre-m75q: Supported benchmark langs: C++, Java
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