Minimal wrapper to access GitHub's API.
This is an extremely minimal client. You need to know the API to be able to use this client. All this function does is:
Try to substitute each listed parameter into endpoint, using the
:parameter notation.
If a GET request (the default), then add all other listed parameters as query parameters.
If not a GET request, then send the other parameters in the request body, as JSON.
Convert the response to an R list using jsonlite::fromJSON().
gh( endpoint, ..., per_page = NULL, .token = NULL, .destfile = NULL, .overwrite = FALSE, .api_url = NULL, .method = "GET", .limit = NULL, .accept = "application/vnd.github.v3+json", .send_headers = NULL, .progress = TRUE )
| endpoint | GitHub API endpoint. Must be one of the following forms:
If the method is not supplied, will use |
|---|---|
| ... | Name-value pairs giving API parameters. Will be matched
into |
| per_page | Number of items to return per page. If omitted,
will be substituted by |
| .token | Authentication token. Defaults to |
| .destfile | path to write response to disk. If NULL (default), response will be processed and returned as an object. If path is given, response will be written to disk in the form sent. |
| .overwrite | if |
| .api_url | Github API url (default: https://api.github.com). Used
if |
| .method | HTTP method to use if not explicitly supplied in the
|
| .limit | Number of records to return. This can be used
instead of manual pagination. By default it is |
| .accept | The value of the |
| .send_headers | Named character vector of header field values
(except |
| .progress | Whether to show a progress indicator for calls that need more than one HTTP request. |
Answer from the API as a gh_response object, which is also a
list. Failed requests will generate an R error. Requests that
generate a raw response will return a raw vector.
Useful links:
gh_gql() if you want to use the GitHub GraphQL API,
gh_whoami() for details on GitHub API token management.
if (identical(Sys.getenv("IN_PKGDOWN"), "true")) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Repositories of a user, these are equivalent gh("/users/hadley/repos") gh("/users/:username/repos", username = "hadley") ## Starred repositories of a user gh("/users/hadley/starred") gh("/users/:username/starred", username = "hadley") }) # examplesIf#> > gh("/users/hadley/repos") #> [ #> { #> "id": 40423928, #> "node_id": "MDEwOlJlcG9zaXRvcnk0MDQyMzkyOA==", #> "name": "15-state-of-the-union", #> "full_name": "hadley/15-state-of-the-union", #> "private": false, #> "owner": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "html_url": "https://github.com/hadley/15-state-of-the-union", #> "description": {}, #> "fork": false, #> "url": "https://api.github.com/repos/hadley/15-state-of-the-union", #> "forks_url": "https://api.github.com/repos/hadley/15-state-of-the-union/forks", #> "keys_url": "https://api.github.com/repos/hadley/15-state-of-the-union/keys{/key_id}", #> "collaborators_url": 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(FALSE) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Create a repository, needs a token in GITHUB_PAT (or GITHUB_TOKEN) ## environment variable gh("POST /user/repos", name = "foobar") }) # examplesIf if (identical(Sys.getenv("IN_PKGDOWN"), "true")) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Issues of a repository gh("/repos/hadley/dplyr/issues") gh("/repos/:owner/:repo/issues", owner = "hadley", repo = "dplyr") ## Automatic pagination users <- gh("/users", .limit = 50) length(users) }) # examplesIf#> > gh("/repos/hadley/dplyr/issues") #> [ #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4965", #> "id": 578904560, #> "node_id": "MDU6SXNzdWU1Nzg5MDQ1NjA=", #> "number": 4965, #> "title": "across() argument names and argument order", #> "user": { #> "login": "mikmart", #> "id": 13412395, #> "node_id": "MDQ6VXNlcjEzNDEyMzk1", #> "avatar_url": "https://avatars3.githubusercontent.com/u/13412395?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/mikmart", #> "html_url": "https://github.com/mikmart", #> "followers_url": "https://api.github.com/users/mikmart/followers", #> "following_url": "https://api.github.com/users/mikmart/following{/other_user}", #> "gists_url": "https://api.github.com/users/mikmart/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/mikmart/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/mikmart/subscriptions", #> "organizations_url": "https://api.github.com/users/mikmart/orgs", #> "repos_url": "https://api.github.com/users/mikmart/repos", #> "events_url": "https://api.github.com/users/mikmart/events{/privacy}", #> "received_events_url": "https://api.github.com/users/mikmart/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-10T22:46:14Z", #> "updated_at": "2020-03-10T23:28:25Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I’ve just read the [blog post about dplyr 1.0.0](https://www.tidyverse.org/blog/2020/03/dplyr-1-0-0-is-coming-soon/) and couldn’t wait to get my hands on `across()` – it looks great\\! I did some quick testing and ran into a couple of issues with the arguments:\r\n\r\n - Should `across()`'s argument names be prefixed with dots to avoid `...` collisions? Partial argument name matching is a particularly nasty problem otherwise.\r\n - Should the `names` argument be moved after `...` so that it’s easier to pass positional arguments to `fns` like you would in `purrr::map()` et al? It doesn’t seem like it would ever really be a good idea to pass `names` by position, anyway.\r\n\r\n<!-- end list -->\r\n\r\n``` r\r\nlibrary(tidyverse)\r\n\r\ntbl <- tibble(\r\n x = c(\"a\", \"a\", \"b\", \"c\"),\r\n y = c(\"a\", \"b\", \"b\", \"c\")\r\n)\r\n\r\n# this is what I was after:\r\nmutate_at(tbl, vars(x, y), fct_lump, n = 1)\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <fct> <fct>\r\n#> 1 a Other\r\n#> 2 a b \r\n#> 3 Other b \r\n#> 4 Other Other\r\n\r\n# unfortunate partial match collision:\r\nmutate(tbl, across(c(x, y), fct_lump, n = 1))\r\n#> Error: Column 2 must be named.\r\n#> Use .name_repair to specify repair.\r\nmutate(tbl, across(x, fct_lump, n = 1))\r\n#> # A tibble: 4 x 3\r\n#> x y `1` \r\n#> <chr> <chr> <fct>\r\n#> 1 a a a \r\n#> 2 a b a \r\n#> 3 b b b \r\n#> 4 c c c\r\n\r\n# workaround:\r\nmutate(tbl, across(c(x, y), fct_lump, n = 1, names = \"{col}\"))\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <fct> <fct>\r\n#> 1 a Other\r\n#> 2 a b \r\n#> 3 Other b \r\n#> 4 Other Other\r\n\r\n# this is a pretty common pattern I use to modify\r\n# a column without having to type out the name twice\r\nmutate_at(tbl, vars(x), str_c, \"_foo\")\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <chr> <chr>\r\n#> 1 a_foo a \r\n#> 2 a_foo b \r\n#> 3 b_foo b \r\n#> 4 c_foo c\r\n\r\n# but alas:\r\nmutate(tbl, across(x, str_c, \"_foo\"))\r\n#> # A tibble: 4 x 3\r\n#> x y `_foo`\r\n#> <chr> <chr> <chr> \r\n#> 1 a a a \r\n#> 2 a b a \r\n#> 3 b b b \r\n#> 4 c c c\r\n```\r\n\r\n<sup>Created on 2020-03-11 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4964", #> "id": 578853540, #> "node_id": "MDU6SXNzdWU1Nzg4NTM1NDA=", #> "number": 4964, #> "title": "Performance drop-off for joins", #> "user": { #> "login": "markfairbanks", #> "id": 28766000, #> "node_id": "MDQ6VXNlcjI4NzY2MDAw", #> "avatar_url": "https://avatars2.githubusercontent.com/u/28766000?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/markfairbanks", #> "html_url": "https://github.com/markfairbanks", #> "followers_url": "https://api.github.com/users/markfairbanks/followers", #> "following_url": "https://api.github.com/users/markfairbanks/following{/other_user}", #> "gists_url": "https://api.github.com/users/markfairbanks/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/markfairbanks/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/markfairbanks/subscriptions", #> "organizations_url": "https://api.github.com/users/markfairbanks/orgs", #> "repos_url": "https://api.github.com/users/markfairbanks/repos", #> "events_url": "https://api.github.com/users/markfairbanks/events{/privacy}", #> "received_events_url": "https://api.github.com/users/markfairbanks/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-03-10T20:50:58Z", #> "updated_at": "2020-03-10T20:50:58Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "The dev version seems to have a decent performance drop-off for joins as well:\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nlibrary(bench)\r\n\r\ndata_size <- 1000000\r\nleft_df <- tibble(a = sample(1:7, data_size, TRUE),\r\n b = sample(c(\"a\",\"a\",\"b\",\"c\",\"d\"), data_size, TRUE))\r\n\r\nright_df1 <- tibble(b = c(\"a\",\"b\",\"c\",\"d\"),\r\n c = 1:4)\r\n\r\nright_df2 <- tibble(b = c(\"a\",\"b\",\"c\"),\r\n c = 1:3)\r\n\r\n bench::mark(\r\n left_join = left_join(left_df, right_df1, by = \"b\"),\r\n inner_join = inner_join(left_df, right_df2, by = \"b\"),\r\n check = FALSE,\r\n iterations = 5)\r\n\r\n# dplyr 0.8.5\r\n#> # A tibble: 2 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 left_join 60.5ms 60.5ms 16.5 23.2MB 82.6\r\n#> 2 inner_join 53ms 54.2ms 18.5 18.3MB 46.1\r\n\r\n# dplyr dev\r\n#> Warning: Some expressions had a GC in every iteration; so filtering is disabled.\r\n#> # A tibble: 2 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 left_join 213ms 224ms 4.15 81MB 12.4\r\n#> 2 inner_join 170ms 183ms 5.23 58.8MB 12.5\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4963", #> "id": 578823096, #> "node_id": "MDU6SXNzdWU1Nzg4MjMwOTY=", #> "number": 4963, #> "title": "Potential missing method for class \"table\" in dplyr v1.0.0", #> "user": { #> "login": "ddsjoberg", #> "id": 26774684, #> "node_id": "MDQ6VXNlcjI2Nzc0Njg0", #> "avatar_url": "https://avatars1.githubusercontent.com/u/26774684?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/ddsjoberg", #> "html_url": "https://github.com/ddsjoberg", #> "followers_url": "https://api.github.com/users/ddsjoberg/followers", #> "following_url": "https://api.github.com/users/ddsjoberg/following{/other_user}", #> "gists_url": "https://api.github.com/users/ddsjoberg/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/ddsjoberg/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/ddsjoberg/subscriptions", #> "organizations_url": "https://api.github.com/users/ddsjoberg/orgs", #> "repos_url": "https://api.github.com/users/ddsjoberg/repos", #> "events_url": "https://api.github.com/users/ddsjoberg/events{/privacy}", #> "received_events_url": "https://api.github.com/users/ddsjoberg/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 544019342, #> "node_id": "MDU6TGFiZWw1NDQwMTkzNDI=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/vctrs%20%E2%86%97%EF%B8%8F", #> "name": "vctrs ↗️", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-10T19:53:06Z", #> "updated_at": "2020-03-10T20:24:05Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "Using `mutate()` with a data frame created from `table()` was previously not an issue. But now there is no method for a column of class `\"table\"`. I would understand if this was a choice, but wanted to point it out just in case it's a bug. 🐛 \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\npackageVersion(\"dplyr\")\r\n#> [1] '0.8.99.9000'\r\npackageVersion(\"vctrs\")\r\n#> [1] '0.2.99.9010'\r\n\r\nex <-\r\n table(iris$Species) %>%\r\n expand.grid() \r\nex\r\n#> Var1\r\n#> 1 50\r\n#> 2 50\r\n#> 3 50\r\nclass(ex)\r\n#> [1] \"data.frame\"\r\nclass(ex$Var1)\r\n#> [1] \"table\"\r\n\r\nmutate(ex,\r\n Var2 = Var1)\r\n#> Error: `mutate()` argument `Var2` errored.\r\n#> i `Var2` is `Var1`.\r\n#> x Can't find vctrs or base methods for concatenation.\r\n#> vctrs methods must be implemented for class `table`.\r\n#> See <https://vctrs.r-lib.org/articles/s3-vector.html>.\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4962", #> "id": 578801940, #> "node_id": "MDU6SXNzdWU1Nzg4MDE5NDA=", #> "number": 4962, #> "title": "Performance drop-off for `arrange()`", #> "user": { #> "login": "markfairbanks", #> "id": 28766000, #> "node_id": "MDQ6VXNlcjI4NzY2MDAw", #> "avatar_url": "https://avatars2.githubusercontent.com/u/28766000?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/markfairbanks", #> "html_url": "https://github.com/markfairbanks", #> "followers_url": "https://api.github.com/users/markfairbanks/followers", #> "following_url": "https://api.github.com/users/markfairbanks/following{/other_user}", #> "gists_url": "https://api.github.com/users/markfairbanks/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/markfairbanks/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/markfairbanks/subscriptions", #> "organizations_url": "https://api.github.com/users/markfairbanks/orgs", #> "repos_url": "https://api.github.com/users/markfairbanks/repos", #> "events_url": "https://api.github.com/users/markfairbanks/events{/privacy}", #> "received_events_url": "https://api.github.com/users/markfairbanks/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 529648245, #> "node_id": "MDU6TGFiZWw1Mjk2NDgyNDU=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/performance%20:rocket:", #> "name": "performance :rocket:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 4, #> "created_at": "2020-03-10T19:12:00Z", #> "updated_at": "2020-03-10T21:13:10Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "The dev version of dplyr has a performance drop-off when using `arrange()`.\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nlibrary(bench)\r\n\r\ndata_size <- 1000000\r\ntest_df <- tibble(a = sample(c(\"a\",\"a\",\"b\",\"c\",\"d\"), data_size, TRUE),\r\n b = sample(1:20, data_size, TRUE))\r\n\r\nbench::mark(\r\n tidyverse = arrange(test_df, a, b),\r\n check = FALSE,\r\n iterations = 5)\r\n\r\n# dplyr 0.8.5\r\n#> # A tibble: 1 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 tidyverse 369ms 372ms 2.69 19.2MB 4.04\r\n\r\n# dplyr 1.0.0 dev\r\n#> Warning: Some expressions had a GC in every iteration; so filtering is disabled.\r\n#> # A tibble: 1 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 tidyverse 2.18s 2.24s 0.446 48.3MB 0.804\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4953", #> "id": 578259925, #> "node_id": "MDU6SXNzdWU1NzgyNTk5MjU=", #> "number": 4953, #> "title": "across() performance slow compared to scoped variant", #> "user": { #> "login": "ahernnelson", #> "id": 29414215, #> "node_id": "MDQ6VXNlcjI5NDE0MjE1", #> "avatar_url": "https://avatars1.githubusercontent.com/u/29414215?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/ahernnelson", #> "html_url": "https://github.com/ahernnelson", #> "followers_url": "https://api.github.com/users/ahernnelson/followers", #> "following_url": "https://api.github.com/users/ahernnelson/following{/other_user}", #> "gists_url": "https://api.github.com/users/ahernnelson/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/ahernnelson/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/ahernnelson/subscriptions", #> "organizations_url": "https://api.github.com/users/ahernnelson/orgs", #> "repos_url": "https://api.github.com/users/ahernnelson/repos", #> "events_url": "https://api.github.com/users/ahernnelson/events{/privacy}", #> "received_events_url": "https://api.github.com/users/ahernnelson/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2020-03-10T00:13:38Z", #> "updated_at": "2020-03-10T09:25:24Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I ran into an issue where `across()` takes a bit of time on large grouped calculations, but the retired `summarize_if()` variant runs much faster. I cooked up a simple example below.\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = F)\r\n\r\ndf <- tibble(cbind.data.frame(\r\n grp_1 = as.character(sort(rep(1:250, 4))),\r\n grp_2 = as.character(rep(1:4, 250)), \r\n matrix(rnorm(1000 * 100), nrow = 1000)))\r\n\r\nbench::mark(\r\n iterations = 10,\r\n filter_gc = FALSE,\r\n \r\n `summarize(across(is.numeric, diff))` = {\r\n df %>% \r\n group_by(grp_1,grp_2) %>% \r\n summarize(across(is.numeric, diff))\r\n },\r\n `summarize_if(is.numeric, diff)` = {\r\n df %>% \r\n group_by(grp_1,grp_2) %>% \r\n summarize_if(is.numeric, diff)\r\n }\r\n) %>% \r\n select(expression, min, median, `itr/sec`,`gc/sec`)\r\n#> # A tibble: 2 x 5\r\n#> expression min median `itr/sec` `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <dbl>\r\n#> 1 summarize(across(is.numeric, diff)) 1.3m 1.34m 0.0124 6.78\r\n#> 2 summarize_if(is.numeric, diff) 827.3ms 933.79ms 1.04 2.91\r\n```\r\n\r\n<sup>Created on 2020-03-09 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4950", #> "id": 577928076, #> "node_id": "MDExOlB1bGxSZXF1ZXN0Mzg1NjAzNzA3", #> "number": 4950, #> "title": "Alter `n_distinct()` to only remove cases where all arguments are missing", #> "user": { #> "login": "DavisVaughan", #> "id": 19150088, #> "node_id": "MDQ6VXNlcjE5MTUwMDg4", #> "avatar_url": "https://avatars3.githubusercontent.com/u/19150088?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/DavisVaughan", #> "html_url": "https://github.com/DavisVaughan", #> "followers_url": 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"user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 5, #> "created_at": "2020-03-05T04:42:15Z", #> "updated_at": "2020-03-09T13:10:03Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4933", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4933", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4933.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4933.patch" #> }, #> "body": "Requires https://github.com/r-lib/lifecycle/issues/30.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\nmutate_at(mtcars[1:3, ], vars(mpg), quo(mean(.)))\r\n#> Warning: The `...` argument of `funs()` can't contain quosures as of dplyr 1.0.0.\r\n#> Please use a one-sided formula, a function, or a function name\r\n#> This warning is displayed once per session.\r\n#> Call `lifecycle::last_warnings()` to see where this warning was generated.\r\n#> mpg cyl disp hp drat wt qsec vs am gear carb\r\n#> Mazda RX4 21.6 6 160 110 3.90 2.620 16.46 0 1 4 4\r\n#> Mazda RX4 Wag 21.6 6 160 110 3.90 2.875 17.02 0 1 4 4\r\n#> Datsun 710 21.6 4 108 93 3.85 2.320 18.61 1 1 4 1\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4931", #> "id": 575976982, #> "node_id": "MDU6SXNzdWU1NzU5NzY5ODI=", #> "number": 4931, #> "title": "Unclear error message in bind_rows()", #> "user": { #> "login": "krlmlr", #> "id": 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"followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 0, #> "created_at": "2020-03-05T04:01:44Z", #> "updated_at": "2020-03-05T17:13:47Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "when binding with a factor.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\ndf <- tibble(a = \"foo\", b = \"bar\")\r\nf <- setNames(factor(c(\"B\", \"B\")), c(\"a\", \"b\"))\r\n\r\nbind_rows(df, f)\r\n#> Error: Column name `<fct>` must not be duplicated.\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4930", #> "id": 575975878, #> "node_id": "MDU6SXNzdWU1NzU5NzU4Nzg=", #> "number": 4930, #> "title": "bind_cols() is too liberal", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708198, #> "node_id": "MDU6TGFiZWwxNzcwODE5OA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/bug", #> "name": "bug", #> "color": "E0B3A2", #> "default": true, #> "description": "an unexpected problem or unintended behavior" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 1, #> "created_at": "2020-03-05T03:57:47Z", #> "updated_at": "2020-03-05T17:13:31Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "in checking its input.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\ndf1 <- tibble(x = 1)\r\ndf2 <- as.POSIXlt(Sys.time())\r\n\r\nbind_cols(df1, df2)\r\n#> # A tibble: 1 x 12\r\n#> x sec min hour mday mon year wday yday isdst zone gmtoff\r\n#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int> <int> <chr> <int>\r\n#> 1 1 10.8 57 4 5 2 120 4 64 0 CET 3600\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4929", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": 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"https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708198, #> "node_id": "MDU6TGFiZWwxNzcwODE5OA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/bug", #> "name": "bug", #> "color": "E0B3A2", #> "default": true, #> "description": "an unexpected problem or unintended behavior" #> }, #> { #> "id": 1726774808, #> "node_id": "MDU6TGFiZWwxNzI2Nzc0ODA4", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/funs%20:laughing:", #> "name": "funs :laughing:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-05T03:53:11Z", #> "updated_at": "2020-03-09T10:02:31Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "This used to give a warning, now it is silent. Is this intended?\r\n\r\n``` r\r\ndplyr::between(factor(1:5), 1, 3)\r\n#> [1] TRUE TRUE TRUE FALSE FALSE\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4926", #> "id": 574898734, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzgzMTM5Nzgz", #> "number": 4926, #> "title": "Nesting interface changes", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-03T19:45:16Z", #> "updated_at": "2020-03-09T13:43:34Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4926", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4926", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4926.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4926.patch" #> }, #> "body": "* Add `nest_by()` with syntax that matches `group_by()` and output that matches old `tidyr::nest()` (but with more control)\r\n\r\n* Remove `condense()` since it just felt too magical and not that useful when I started seriously working on the rowwise vignette" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4917", #> "id": 574006568, #> "node_id": "MDU6SXNzdWU1NzQwMDY1Njg=", #> "number": 4917, #> "title": "join_mutate(x = <sf>)", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": 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[], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 4, #> "created_at": "2020-03-02T14:19:52Z", #> "updated_at": "2020-03-10T18:02:56Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "``` r\r\nlibrary(sf)\r\n#> Linking to GEOS 3.7.2, GDAL 2.4.2, PROJ 5.2.0\r\nlibrary(qualmap)\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\n\r\nsf <- mutate(stLouis, TRACTCE = as.numeric(TRACTCE))\r\ndf <- tibble(TRACTCE = 112100, x = 1)\r\n\r\nleft_join(sf, df)\r\n#> Joining, by = \"TRACTCE\"\r\n#> Error: `nm` must be `NULL` or a character vector the same length as `x`\r\n```\r\n\r\n<sup>Created on 2020-03-02 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\nThis happens here: https://github.com/tidyverse/dplyr/blob/master/R/join.r#L296\r\n\r\n```r\r\nx_key <- set_names(x[vars$x$key], names(vars$x$key))\r\n```\r\n\r\nbecause `x` is an `sf` object and the `[` method brings back the `geometry` column, so `x[vars$x$key]` does not have the same number of columns as the length of `names(vars$x$key)`\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4811", #> "id": 557126784, #> "node_id": "MDU6SXNzdWU1NTcxMjY3ODQ=", #> "number": 4811, #> "title": "Add a symmetric difference set function", #> "user": { #> "login": "felipegerard", #> "id": 10550650, #> "node_id": "MDQ6VXNlcjEwNTUwNjUw", #> "avatar_url": "https://avatars1.githubusercontent.com/u/10550650?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/felipegerard", #> "html_url": "https://github.com/felipegerard", #> "followers_url": "https://api.github.com/users/felipegerard/followers", #> "following_url": "https://api.github.com/users/felipegerard/following{/other_user}", #> "gists_url": "https://api.github.com/users/felipegerard/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/felipegerard/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/felipegerard/subscriptions", #> "organizations_url": "https://api.github.com/users/felipegerard/orgs", #> "repos_url": "https://api.github.com/users/felipegerard/repos", #> "events_url": "https://api.github.com/users/felipegerard/events{/privacy}", #> "received_events_url": "https://api.github.com/users/felipegerard/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-01-29T21:29:37Z", #> "updated_at": "2020-03-01T14:38:03Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I often have the need to find elements (rows) that two vectors (data frames) *don't* have in common. Finding these elements using setops is straightforward, but I wonder if it would be ok to add the symmetric difference (aka. union \\ intersection) function to save a few key strokes. Below is my proposed solution. I can make the PR if we agree it makes sense to add this.\r\n\r\n```r\r\nsymdiff <- function(x, y) {\r\n setdiff(union(x, y), intersect(x, y))\r\n}\r\n```\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4805", #> "id": 555509711, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzY3NDM3OTE1", #> "number": 4805, #> "title": "DataMask also installing promises for <U+...>", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 3, #> "created_at": "2020-01-27T11:20:33Z", #> "updated_at": "2020-02-24T09:55:23Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4805", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4805", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4805.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4805.patch" #> }, #> "body": "`rlang` automatically promotes the `<U+...>` form to utf-8, but then when the `<U+>` form is used in an expression, they don't stand for slices of the columns they perhaps should. \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nx <- tibble(a = 1:3, b = 4:6)\r\nnames(x)[[1]] <- \"<U+5E78>\"\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter((!!sym(\"\\u5e78\")) > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(.data$\"\\u5e78\" > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(.data[[\"\\u5e78\"]] > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% arrange(`<U+5E78>`)\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 1 4\r\n#> 2 2 5\r\n#> 3 3 6\r\nx %>% arrange(-!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-.data$\"\\u5e78\")\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-.data[[\"\\u5e78\"]])\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% mutate(!!sym(\"\\u798f\") := -!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 3\r\n#> `<U+5E78>` b 福\r\n#> <int> <int> <int>\r\n#> 1 1 4 -1\r\n#> 2 2 5 -2\r\n#> 3 3 6 -3\r\n```\r\n\r\n<sup>Created on 2020-01-27 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\nHowever, this is mostly stopgap because this does not define a proper alias between `<U+5E78>` and `\\u5e78`, i.e. if the names are utf-8 to begin with, then : \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nx <- tibble(a = 1:3, b = 4:6)\r\nnames(x)[[1]] <- \"\\u5e78\"\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> Error: `filter()` argument `..1` errored.\r\n#> ℹ `..1` is ``<U+5E78>` > 1`.\r\n#> x object '<U+5E78>' not found\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> Error: `filter()` argument `..1` errored.\r\n#> ℹ `..1` is ``<U+5E78>` > 1`.\r\n#> x object '<U+5E78>' not found\r\nx %>% arrange(`<U+5E78>`)\r\n#> Error: `mutate()` argument `^^--arrange_quosure_1` errored.\r\n#> ℹ `^^--arrange_quosure_1` is `幸`.\r\n#> x object '<U+5E78>' not found\r\n```\r\n\r\n<sup>Created on 2020-01-27 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4802", #> "id": 554263110, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzY2NDQ5MDcw", #> "number": 4802, #> "title": "Compute groups from existing grouping data", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-01-23T16:22:53Z", #> "updated_at": "2020-02-24T10:00:01Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4802", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4802", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4802.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4802.patch" #> }, #> "body": "Now that I've implemented it, I'm not 100% sure it's worth it, since this code is effectively doing the same thing as `compute_groups()`, and it's not like you can't regroup afterwards since it is always contains `group_keys()`.\r\n\r\nIf we do decide to merge it, I think this it needs more testing for the case where `summarise()` modifies the grouping variables, particularly when it creates more groups." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4770", #> "id": 551454792, #> "node_id": "MDU6SXNzdWU1NTE0NTQ3OTI=", #> "number": 4770, #> "title": "Need equivalent of any_vars() with across()", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 1880639897, #> "node_id": "MDU6TGFiZWwxODgwNjM5ODk3", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/each-col%20%E2%86%94%EF%B8%8F", #> "name": "each-col ↔️", #> "color": "eeeeee", #> "default": false, #> "description": "" #> }, #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-01-17T14:44:35Z", #> "updated_at": "2020-03-01T14:38:55Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Interim work around is to use `rowAny()`:\r\n\r\n```R\r\nrowAny <- function(x) rowSum(x) > 0\r\ndf %>% filter(rowAny(across(is.numeric, ~ .x > 0))\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4763", #> "id": 550940125, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzYzNzUyOTk4", #> "number": 4763, #> "title": "hike()", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 7, #> "created_at": "2020-01-16T17:06:45Z", #> "updated_at": "2020-01-17T16:43:16Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4763", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4763", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4763.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4763.patch" #> }, #> "body": "``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\n\r\ndata <- group_by(iris, Species)\r\n\r\n# march() as an alternative to group_walk()\r\ndata %>%\r\n march(\r\n print(head(across(), 2))\r\n )\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 5.1 3.5 1.4 0.2\r\n#> 2 4.9 3 1.4 0.2\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 7 3.2 4.7 1.4\r\n#> 2 6.4 3.2 4.5 1.5\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 6.3 3.3 6 2.5\r\n#> 2 5.8 2.7 5.1 1.9\r\ndata %>% \r\n group_walk(~print(head(.x, 2)))\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 5.1 3.5 1.4 0.2\r\n#> 2 4.9 3 1.4 0.2\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 7 3.2 4.7 1.4\r\n#> 2 6.4 3.2 4.5 1.5\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 6.3 3.3 6 2.5\r\n#> 2 5.8 2.7 5.1 1.9\r\n\r\n# hike() as an alternative to group_map()\r\ndata %>%\r\n hike(\r\n broom::tidy(lm(Petal.Length ~ Sepal.Length))\r\n )\r\n#> [[1]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.803 0.344 2.34 0.0238\r\n#> 2 Sepal.Length 0.132 0.0685 1.92 0.0607\r\n#> \r\n#> [[2]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.185 0.514 0.360 7.20e- 1\r\n#> 2 Sepal.Length 0.686 0.0863 7.95 2.59e-10\r\n#> \r\n#> [[3]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.610 0.417 1.46 1.50e- 1\r\n#> 2 Sepal.Length 0.750 0.0630 11.9 6.30e-16\r\ndata %>%\r\n group_map(\r\n ~broom::tidy(lm(Petal.Length ~ Sepal.Length, data = .x))\r\n )\r\n#> [[1]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.803 0.344 2.34 0.0238\r\n#> 2 Sepal.Length 0.132 0.0685 1.92 0.0607\r\n#> \r\n#> [[2]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.185 0.514 0.360 7.20e- 1\r\n#> 2 Sepal.Length 0.686 0.0863 7.95 2.59e-10\r\n#> \r\n#> [[3]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.610 0.417 1.46 1.50e- 1\r\n#> 2 Sepal.Length 0.750 0.0630 11.9 6.30e-16\r\n```\r\n\r\n<sup>Created on 2020-01-16 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722/comments", #> "events_url": 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"https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2020-01-09T11:17:09Z", #> "updated_at": "2020-01-22T19:03:51Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "i.e. allow the ids in `group_data()` to have a non 1-to-1 mapping with the rows in the data. Need to test and document." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4663", #> "id": 537654328, #> "node_id": "MDU6SXNzdWU1Mzc2NTQzMjg=", #> "number": 4663, #> "title": "Move database generics to dbplyr", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 2, #> "created_at": "2019-12-13T16:50:46Z", #> "updated_at": "2020-03-05T23:18:53Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Deprecate database generics, following strategy in https://github.com/tidyverse/design/issues/106. Then remove tests, since they should live in dbplyr.\r\n\r\nhttps://github.com/tidyverse/dbplyr/issues/385 needs to happen first.\r\n\r\nRemove\r\n\r\n```R\r\nsetOldClass(c(\"sql\", \"character\"))\r\nsetOldClass(c(\"ident\", \"sql\", \"character\"))\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4654", #> "id": 537063617, #> "node_id": "MDU6SXNzdWU1MzcwNjM2MTc=", #> "number": 4654, #> "title": "Consider new row mutation functions", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-12-12T15:54:07Z", #> "updated_at": "2019-12-20T21:26:38Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "I've been wondering if dplyr needs a new set of verbs specifically designed for modifying rows identified by a set of keys:\r\n\r\n* insert new rows — would error if keys already exist; can specify where to add (how?). Similar to `tibble::add_row()`.\r\n\r\n* update values — overrides existing values. (Similar to https://github.com/tidyverse/tidyr/issues/183)\r\n\r\n* patch values — like update, but only replaces missing values (Also similar to https://github.com/tidyverse/tidyr/issues/183)\r\n\r\n* upsert — update or insert depending on presence/absence of keys\r\n\r\n## Basic sketch\r\n\r\n```R\r\ndf <- tribble(\r\n ~ x, ~ y,\r\n 1, 2,\r\n 2, NA,\r\n)\r\n\r\n# Insert can add multiple rows\r\ndf %>% insert(x = 3:4, y = 5)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 2\r\n#> 2 2 NA\r\n#> 3 3 5\r\n#> 4 4 5\r\n\r\n# And new columns:\r\ndf %>% insert(x = 3, z = 1)\r\n#> x y z\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 NA\r\n#> 2 2 NA NA\r\n#> 3 3 NA 1\r\n\r\n#> Error: key variable `x` is missing\r\ndf %>% insert(x = 1, y = 5)\r\n#> Error: key `x = 1` already present\r\n\r\n# Update modifies existing rows:\r\ndf %>% update(x = 1, y = 3)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 NA\r\n\r\n# Erroring if there's no match:\r\ndf %>% update(x = 3, y = 3)\r\n#> Error: key `x = 3` doesn't exist\r\n\r\n# patch() works like update but only changes missing values\r\ndf %>% patch(x = 1:2, y = 10)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 10\r\n\r\n# upsert() updates or inserts as needed:\r\ndf %>% upsert(x = c(1, 3), y = 3)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 NA\r\n#> 3 3 3\r\n```\r\n\r\n## Thoughts\r\n\r\n* All functions would either take multiple named inputs or a single unnamed data frame.\r\n\r\n* I think unlike SQL and `==`, it makes sense for `NA` to match `NA` in keys. That's consistent with `match()`.\r\n\r\n* If `.key` were ordered (can we determine that quickly?) `insert()` could insert new rows in right place. Otherwise would be have `.before` and `.after` that would be a single row data frame of key values?\r\n\r\n* `.key` would work like `.by`; defaulting to common variables with a message. But unlike joins, would check key set for uniqueness, erroring if not (i.e. no Cartesian products). That means `insert(x, y)` would always yield `nrow(x) + nrow(y)` and `update(x, y)` would always yield `nrow(x)`.\r\n\r\n* Should all these functions get a `rows` prefix? Or suffix? `rows_insert()`, `rows_update()`, `rows_patch()`, ...? Does that suggest there's an equivalent set of `col` functions? `cols_insert()` (a single col join, like a vlookup? error if col already exists?), `cols_move()` (#4598), `cols_patch()` (df form of `coalesce()`?) \r\n\r\n## Backends\r\n\r\n* Grouping would be ignored (but recomputed if needed)\r\n* Would error for dbplyr as modifying data is out of scope.\r\n* Could modifying in place for dtplyr when `immutable = FALSE`\r\n* dm objects would use predefined primary keys and error if `.key` supplied\r\n* An imaginary mutable googlesheet could perform these operations on the underlying sheet" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4631", #> "id": 527751780, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzQ0OTQ1MTM2", #> "number": 4631, #> "title": "Use generics package for set ops", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2019-11-24T20:27:17Z", #> "updated_at": "2019-12-17T10:00:18Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4631", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4631", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4631.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4631.patch" #> }, #> "body": "Includes #4630. Joint work with https://github.com/tidyverse/lubridate/pull/717." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4406", #> "id": 452495867, #> "node_id": "MDU6SXNzdWU0NTI0OTU4Njc=", #> "number": 4406, #> "title": "group_by performance: potential for easy and substantial improvement ", #> "user": { #> "login": "brodieG", #> "id": 6105908, #> "node_id": "MDQ6VXNlcjYxMDU5MDg=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/6105908?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/brodieG", #> "html_url": "https://github.com/brodieG", #> "followers_url": "https://api.github.com/users/brodieG/followers", #> "following_url": "https://api.github.com/users/brodieG/following{/other_user}", #> "gists_url": "https://api.github.com/users/brodieG/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/brodieG/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/brodieG/subscriptions", #> "organizations_url": "https://api.github.com/users/brodieG/orgs", #> "repos_url": "https://api.github.com/users/brodieG/repos", #> "events_url": "https://api.github.com/users/brodieG/events{/privacy}", #> "received_events_url": "https://api.github.com/users/brodieG/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> }, #> { #> "id": 529648245, #> "node_id": "MDU6TGFiZWw1Mjk2NDgyNDU=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/performance%20:rocket:", #> "name": "performance :rocket:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-06-05T13:16:55Z", #> "updated_at": "2020-03-01T15:03:19Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I've been studying and writing about grouped operations over the past couple of\r\nmonths, and one thing that has become apparent to me is that ordering the data\r\ncan in at least some circumstances provide a massive performance improvement.\r\nThis is primarily due to `data.table` sharing their radix sort with base R in\r\n3.3.0 which makes it much faster than it used to be.\r\n\r\nI think `dplyr` could take advantage of this pretty easily as evidenced by:\r\n\r\n```\r\n# R3.6.0 w/ dplyr 0.8.1\r\n\r\nset.seed(42)\r\nlibrary(dplyr)\r\nlibrary(tibble)\r\nx <- runif(1e7)\r\ngrp <- sample(1e6, 1e7, replace=TRUE)\r\ntib <- tibble(grp, x)\r\n\r\nsystem.time(a <- tib %>% group_by(grp) %>% summarise(sum(x)))\r\n## user system elapsed \r\n## 10.369 0.311 10.793 \r\nsystem.time({\r\n o <- order(grp)\r\n tibo <- tibble(grp=grp[o], x=x[o])\r\n b <- tibo %>% group_by(grp) %>% summarise(sum(x))\r\n})\r\n## user system elapsed \r\n## 3.120 0.328 3.474 \r\nall.equal(a, b)\r\n## [1] TRUE\r\n```\r\n\r\nThe slow step is `group_by`.\r\n\r\nI'm guessing much of the dplyr code was written prior to the `data.table` radix\r\nsort becoming part of `order`, so I imagine that may have guided some of the\r\noriginal design decisions. It seems now that it is an easy win to add a\r\npre-order to `dplyr`. There is a penalty for cases where the data is already\r\nordered, but it is small, and as written above there is some additional memory\r\nusage.\r\n\r\nI have not tested this thoroughly, so your mileage may vary across input types.\r\nHowever the benefit is substantial enough in some cases that it may be worth\r\nspending some time exploring the broader applicability of the change.\r\n\r\nI am not familiar with C++, so I have not dug into the sources to narrow down\r\nthe problem, but I'm assuming it's a manifestation of similar microarchitectural\r\nfactors that affect `split` that are discussed in [this blog post][1].\r\n\r\nThis does not appear related to #4334 AFAICT from looking at memory usage via `gc()`:\r\n\r\n```\r\n> library(tibble)\r\n> x <- runif(1e7)\r\n> grp <- sample(1e6, 1e7, replace=TRUE)\r\n> tib <- tibble(grp, x)\r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 491743 26.3 939424 50.2 NA 939424 50.2\r\nVcells 15868290 121.1 25428491 194.1 16384 15915118 121.5\r\n> system.time(a <- tib %>% group_by(grp) %>% summarise(sum(x)))\r\n user system elapsed \r\n 11.301 0.404 11.866 \r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 496226 26.6 2478724 132.4 NA 1697148 90.7\r\nVcells 17377752 132.6 36793026 280.8 16384 25214184 192.4\r\n> system.time({\r\n+ o <- order(grp)\r\n+ tibo <- tibble(grp=grp[o], x=x[o])\r\n+ b <- tibo %>% group_by(grp) %>% summarise(sum(x))\r\n+ })\r\n user system elapsed \r\n 3.472 0.270 3.777 \r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 496253 26.6 1554928 83.1 NA 1943660 103.9\r\nVcells 38877692 296.7 67779293 517.2 16384 46702085 356.4\r\n> object.size(tib)\r\n120000984 bytes\r\n```\r\n\r\n[1]: https://www.brodieg.com/2019/05/17/pixie-dust/\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4392", #> "id": 449366806, #> "node_id": "MDU6SXNzdWU0NDkzNjY4MDY=", #> "number": 4392, #> "title": "Possible expand argument for group_by", #> "user": { #> "login": "dannyparsons", #> "id": 11214914, #> "node_id": "MDQ6VXNlcjExMjE0OTE0", #> "avatar_url": "https://avatars1.githubusercontent.com/u/11214914?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/dannyparsons", #> "html_url": "https://github.com/dannyparsons", #> "followers_url": "https://api.github.com/users/dannyparsons/followers", #> "following_url": "https://api.github.com/users/dannyparsons/following{/other_user}", #> "gists_url": "https://api.github.com/users/dannyparsons/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/dannyparsons/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/dannyparsons/subscriptions", #> "organizations_url": "https://api.github.com/users/dannyparsons/orgs", #> "repos_url": "https://api.github.com/users/dannyparsons/repos", #> "events_url": "https://api.github.com/users/dannyparsons/events{/privacy}", #> "received_events_url": "https://api.github.com/users/dannyparsons/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-05-28T16:30:22Z", #> "updated_at": "2020-03-01T15:03:14Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "At some point in the discussion of preserving zero-length groups there was a [comment](341#issuecomment-123386426) by @hadley about separating out preserving zero-length groups of a factor and zero-length groups generated by combinations that don't appear in the data:\r\n\r\n> Maybe group_by needs both drop and expand arguments? drop = FALSE would keep all size zero groups generated by factor levels that don't appear in the data. expand = TRUE would keep all size zero groups generated by combinations of values that don't appear in the data.\r\n\r\nIs there still an intention to implement something along these lines? I completely agree that expanding combinations is a different process to preserving empty levels.\r\n\r\nThe sort of examples I work where this matters are time series data recorded at multiple sites - such as daily weather data. Often the time period is very different for each site. So, when using site and year as grouping factors, I am only interested in the years I have data for at each site. \r\n\r\nIn the example below, site `a` has 10 years and site `b` has 1 year so I'd always like 11 rows in the summary. If some years get filtered out during the calculation, I'd like to keep those levels (to know that the event didn't occur that year) but I don't want the combinations of site and year that didn't appear in the data to be added as well.\r\n\r\nSo `.drop = TRUE` removes some rows that are needed and `.drop = FALSE` adds combinations which were not in the original data. \r\n\r\nI know there are work arounds, like when `.drop` did not exist for a single factor, but not in a very clean way. \r\nThis is where I felt the further addition of an `expand` argument would be very useful.\r\n\r\n```r\r\nlibrary(tidyverse)\r\nset.seed(1)\r\n\r\ndf <- tibble(site = factor(c(rep(\"a\", 120), rep(\"b\", 12))),\r\n date = c(seq.Date(as.Date(\"2000/1/1\"), by = \"month\", length.out = 120), seq.Date(as.Date(\"2000/1/1\"), by = \"month\", length.out = 12)),\r\n year = factor(lubridate::year(date)),\r\n value = rnorm(132, 50, 10))\r\n\r\ndf %>% \r\n filter(value > 65) %>%\r\n group_by(site, year, .drop = TRUE) %>%\r\n summarise(f = first(date))\r\n#> # A tibble: 6 x 3\r\n#> # Groups: site [1]\r\n#> site year f \r\n#> <fct> <fct> <date> \r\n#> 1 a 2000 2000-04-01\r\n#> 2 a 2004 2004-08-01\r\n#> 3 a 2005 2005-01-01\r\n#> 4 a 2007 2007-11-01\r\n#> 5 a 2008 2008-10-01\r\n#> 6 a 2009 2009-02-01\r\n\r\ndf %>% \r\n filter(value > 65) %>%\r\n group_by(site, year, .drop = FALSE) %>%\r\n summarise(f = first(date))\r\n#> # A tibble: 20 x 3\r\n#> # Groups: site [2]\r\n#> site year f \r\n#> <fct> <fct> <date> \r\n#> 1 a 2000 2000-04-01\r\n#> 2 a 2001 NA \r\n#> 3 a 2002 NA \r\n#> 4 a 2003 NA \r\n#> 5 a 2004 2004-08-01\r\n#> 6 a 2005 2005-01-01\r\n#> 7 a 2006 NA \r\n#> 8 a 2007 2007-11-01\r\n#> 9 a 2008 2008-10-01\r\n#> 10 a 2009 2009-02-01\r\n#> 11 b 2000 NA \r\n#> 12 b 2001 NA \r\n#> 13 b 2002 NA \r\n#> 14 b 2003 NA \r\n#> 15 b 2004 NA \r\n#> 16 b 2005 NA \r\n#> 17 b 2006 NA \r\n#> 18 b 2007 NA \r\n#> 19 b 2008 NA \r\n#> 20 b 2009 NA\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4193", #> "id": 411668138, #> "node_id": "MDU6SXNzdWU0MTE2NjgxMzg=", #> "number": 4193, #> "title": "`group_by` with `.drop = FALSE` still drops groups if data is sliced or filtered on grouping columns", #> "user": { #> "login": "moodymudskipper", #> "id": 18351714, #> "node_id": "MDQ6VXNlcjE4MzUxNzE0", #> "avatar_url": "https://avatars3.githubusercontent.com/u/18351714?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/moodymudskipper", #> "html_url": "https://github.com/moodymudskipper", #> "followers_url": "https://api.github.com/users/moodymudskipper/followers", #> "following_url": "https://api.github.com/users/moodymudskipper/following{/other_user}", #> "gists_url": "https://api.github.com/users/moodymudskipper/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/moodymudskipper/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/moodymudskipper/subscriptions", #> "organizations_url": "https://api.github.com/users/moodymudskipper/orgs", #> "repos_url": "https://api.github.com/users/moodymudskipper/repos", #> "events_url": "https://api.github.com/users/moodymudskipper/events{/privacy}", #> "received_events_url": "https://api.github.com/users/moodymudskipper/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 5, #> "created_at": "2019-02-18T22:23:33Z", #> "updated_at": "2019-12-11T19:53:54Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "There might be a reason for this but it's not clear for me from the doc which just says : \r\n\r\n> When .drop = TRUE, empty groups are dropped.\r\n\r\n``` r\r\n\r\nlibrary(dplyr, warn.conflicts = F,quietly = T)\r\n#> Warning: le package 'dplyr' a été compilé avec la version R 3.5.2\r\nmtcars2 <- mtcars %>% \r\n select(mpg, cyl) %>% \r\n group_by(cyl,.drop = FALSE) %>%\r\n arrange(mpg)\r\n\r\ngroup_keys(mtcars2)\r\n#> # A tibble: 3 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 6\r\n#> 3 8\r\n\r\nmtcars2 %>% \r\n slice(8) %>%\r\n group_keys()\r\n#> # A tibble: 2 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 8\r\n\r\nmtcars2 %>%\r\n filter(cyl !=6) %>%\r\n group_keys()\r\n#> # A tibble: 2 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 8\r\n```\r\n\r\nCreated on 2019-02-18 by the [reprex package](http://reprex.tidyverse.org) (v0.2.0).\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4050", #> "id": 393503823, #> "node_id": "MDU6SXNzdWUzOTM1MDM4MjM=", #> "number": 4050, #> "title": "Conditionally mutate selected rows ", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 4, #> "created_at": "2018-12-21T15:47:39Z", #> "updated_at": "2019-12-31T17:01:33Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "This would allow supporting an efficient `mutate_if_row()` verb here or elsewhere (assuming there's also a nice way to set the group data, as implemented in `update_group_data()` here). I remember a discussion about using the group data for other exciting things such as bootstrapping?\r\n\r\nIn the example below, the first three rows should remain unchanged.\r\n\r\n``` r\r\nlibrary(tidyverse)\r\n\r\ndf <- tibble(a = 1:5)\r\ndf\r\n#> # A tibble: 5 x 1\r\n#> a\r\n#> <int>\r\n#> 1 1\r\n#> 2 2\r\n#> 3 3\r\n#> 4 4\r\n#> 5 5\r\n\r\nupdate_group_data <- function(.data, group_data) {\r\n attr(.data, \"groups\") <- group_data\r\n .data\r\n}\r\n\r\ngroup_filter <- function(.data, ...) {\r\n new_group_data <-\r\n .data %>%\r\n group_data() %>%\r\n filter(...)\r\n\r\n .data %>%\r\n update_group_data(new_group_data)\r\n}\r\n\r\nmutate_if_row <- function(.data, cond, ...) {\r\n cond <- rlang::enquo(cond)\r\n\r\n .data %>%\r\n group_by(.flag = !!cond) %>%\r\n group_filter(.flag) %>%\r\n mutate(...) %>%\r\n ungroup() %>%\r\n select(-.flag)\r\n}\r\n\r\ndf %>%\r\n mutate_if_row(a > 3, a = a + 1L)\r\n#> # A tibble: 5 x 1\r\n#> a\r\n#> <int>\r\n#> 1 NA\r\n#> 2 NA\r\n#> 3 NA\r\n#> 4 5\r\n#> 5 6\r\n```\r\n\r\n<sup>Created on 2018-12-21 by the [reprex package](https://reprex.tidyverse.org) (v0.2.1.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4028", #> "id": 391811395, #> "node_id": "MDU6SXNzdWUzOTE4MTEzOTU=", #> "number": 4028, #> "title": "Better way to handle name collisions in joins", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1257707950, #> "node_id": "MDU6TGFiZWwxMjU3NzA3OTUw", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/join%20:twisted_rightwards_arrows:", #> "name": "join :twisted_rightwards_arrows:", #> "color": "eeeeee", #> "default": false, #> "description": "Related to joins" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2018-12-17T17:17:48Z", #> "updated_at": "2020-01-11T14:39:03Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Currently, non-join columns available in both tables are given suffixes `.x` and `.y` . Occasionaly one might want to raise an error or keep only the lhs columns in these situations. (This would also make it easier to adopt universal/unique renaming here.)\r\n\r\n``` r\r\nlibrary(tidyverse)\r\nx <- tibble(a = 1, b = 2)\r\ny <- tibble(a = 1, b = 3)\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"rename\")\r\nleft_join(x, y, by = \"a\")\r\n#> # A tibble: 1 x 3\r\n#> a b.x b.y\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 3\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"unique\")\r\nleft_join(x, y, by = \"a\") %>%\r\n rename(b..2 = b.x, b..3 = b.y)\r\n#> # A tibble: 1 x 3\r\n#> a b..2 b..3\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 3\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"stop\")\r\nrlang::abort('Column `b` found in both tables, and .resolve = \"stop\".')\r\n#> Error: Column `b` found in both tables, and .resolve = \"stop\".\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"left\")\r\nleft_join(x, y %>% select(-b), by = \"a\")\r\n#> # A tibble: 1 x 2\r\n#> a b\r\n#> <dbl> <dbl>\r\n#> 1 1 2\r\n```\r\n\r\n<sup>Created on 2018-12-17 by the [reprex package](https://reprex.tidyverse.org) (v0.2.1.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/2471", #> "id": 210245293, #> "node_id": "MDU6SXNzdWUyMTAyNDUyOTM=", #> "number": 2471, #> "title": "Foreign UTF-8 characters on non-UTF-8 locales", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 17, #> "created_at": "2017-02-25T16:35:23Z", #> "updated_at": "2020-01-27T10:43:38Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "https://github.com/hadley/rlang/pull/43 will provide a lossless symbol → string → symbol roundtrip by converting all `\"<U+xxxx>\"` sequences in symbols *and* names to UTF-8. (If a symbol or name contains such a sequence, it is always interpreted as the corresponding UTF-8 codepoint.) To be consistent with this, dplyr only needs to:\r\n\r\n- [ ] use `rlang::names2()`, or the equivalent C entry point, when querying column names\r\n- [ ] always return UTF-8 column names" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/2240", #> "id": 187933032, #> "node_id": "MDU6SXNzdWUxODc5MzMwMzI=", #> "number": 2240, #> "title": "join_by(): Syntax for generic joins", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1257707950, #> "node_id": "MDU6TGFiZWwxMjU3NzA3OTUw", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/join%20:twisted_rightwards_arrows:", #> "name": "join :twisted_rightwards_arrows:", #> "color": "eeeeee", #> "default": false, #> "description": "Related to joins" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 11, #> "created_at": "2016-11-08T08:46:46Z", #> "updated_at": "2019-12-11T20:00:57Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "https://github.com/hadley/dplyr/issues/557#issuecomment-53483154 and https://github.com/hadley/dplyr/issues/378#issuecomment-212609049 propose a syntax for generic and rolling joins:\r\n\r\n```r\r\nleft_join( \r\n FundMonths, Returns, \r\n join_by(FundID == FundID, yearmonth > gmonth + 3, yearmonth <= gmonth + 15)\r\n)\r\n\r\nleft_join( \r\n events, days,\r\n join_by(collector_id == collector_id, event_timestamp >= largest(day))\r\n)\r\n```\r\n\r\nAs usual, this should be powered by an SE version `join_by_()`.\r\n\r\nWe can pass this to the SQL engine (and perhaps to data tables) with relatively little work, the main challenge will be to implement this for data frames." #> } #> ] #> > gh("/repos/:owner/:repo/issues", owner = "hadley", repo = "dplyr") #> [ #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4965/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4965", #> "id": 578904560, #> "node_id": "MDU6SXNzdWU1Nzg5MDQ1NjA=", #> "number": 4965, #> "title": "across() argument names and argument order", #> "user": { #> "login": "mikmart", #> "id": 13412395, #> "node_id": "MDQ6VXNlcjEzNDEyMzk1", #> "avatar_url": "https://avatars3.githubusercontent.com/u/13412395?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/mikmart", #> "html_url": "https://github.com/mikmart", #> "followers_url": "https://api.github.com/users/mikmart/followers", #> "following_url": "https://api.github.com/users/mikmart/following{/other_user}", #> "gists_url": "https://api.github.com/users/mikmart/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/mikmart/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/mikmart/subscriptions", #> "organizations_url": "https://api.github.com/users/mikmart/orgs", #> "repos_url": "https://api.github.com/users/mikmart/repos", #> "events_url": "https://api.github.com/users/mikmart/events{/privacy}", #> "received_events_url": "https://api.github.com/users/mikmart/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-10T22:46:14Z", #> "updated_at": "2020-03-10T23:28:25Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I’ve just read the [blog post about dplyr 1.0.0](https://www.tidyverse.org/blog/2020/03/dplyr-1-0-0-is-coming-soon/) and couldn’t wait to get my hands on `across()` – it looks great\\! I did some quick testing and ran into a couple of issues with the arguments:\r\n\r\n - Should `across()`'s argument names be prefixed with dots to avoid `...` collisions? Partial argument name matching is a particularly nasty problem otherwise.\r\n - Should the `names` argument be moved after `...` so that it’s easier to pass positional arguments to `fns` like you would in `purrr::map()` et al? It doesn’t seem like it would ever really be a good idea to pass `names` by position, anyway.\r\n\r\n<!-- end list -->\r\n\r\n``` r\r\nlibrary(tidyverse)\r\n\r\ntbl <- tibble(\r\n x = c(\"a\", \"a\", \"b\", \"c\"),\r\n y = c(\"a\", \"b\", \"b\", \"c\")\r\n)\r\n\r\n# this is what I was after:\r\nmutate_at(tbl, vars(x, y), fct_lump, n = 1)\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <fct> <fct>\r\n#> 1 a Other\r\n#> 2 a b \r\n#> 3 Other b \r\n#> 4 Other Other\r\n\r\n# unfortunate partial match collision:\r\nmutate(tbl, across(c(x, y), fct_lump, n = 1))\r\n#> Error: Column 2 must be named.\r\n#> Use .name_repair to specify repair.\r\nmutate(tbl, across(x, fct_lump, n = 1))\r\n#> # A tibble: 4 x 3\r\n#> x y `1` \r\n#> <chr> <chr> <fct>\r\n#> 1 a a a \r\n#> 2 a b a \r\n#> 3 b b b \r\n#> 4 c c c\r\n\r\n# workaround:\r\nmutate(tbl, across(c(x, y), fct_lump, n = 1, names = \"{col}\"))\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <fct> <fct>\r\n#> 1 a Other\r\n#> 2 a b \r\n#> 3 Other b \r\n#> 4 Other Other\r\n\r\n# this is a pretty common pattern I use to modify\r\n# a column without having to type out the name twice\r\nmutate_at(tbl, vars(x), str_c, \"_foo\")\r\n#> # A tibble: 4 x 2\r\n#> x y \r\n#> <chr> <chr>\r\n#> 1 a_foo a \r\n#> 2 a_foo b \r\n#> 3 b_foo b \r\n#> 4 c_foo c\r\n\r\n# but alas:\r\nmutate(tbl, across(x, str_c, \"_foo\"))\r\n#> # A tibble: 4 x 3\r\n#> x y `_foo`\r\n#> <chr> <chr> <chr> \r\n#> 1 a a a \r\n#> 2 a b a \r\n#> 3 b b b \r\n#> 4 c c c\r\n```\r\n\r\n<sup>Created on 2020-03-11 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4964/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4964", #> "id": 578853540, #> "node_id": "MDU6SXNzdWU1Nzg4NTM1NDA=", #> "number": 4964, #> "title": "Performance drop-off for joins", #> "user": { #> "login": "markfairbanks", #> "id": 28766000, #> "node_id": "MDQ6VXNlcjI4NzY2MDAw", #> "avatar_url": "https://avatars2.githubusercontent.com/u/28766000?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/markfairbanks", #> "html_url": "https://github.com/markfairbanks", #> "followers_url": "https://api.github.com/users/markfairbanks/followers", #> "following_url": "https://api.github.com/users/markfairbanks/following{/other_user}", #> "gists_url": "https://api.github.com/users/markfairbanks/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/markfairbanks/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/markfairbanks/subscriptions", #> "organizations_url": "https://api.github.com/users/markfairbanks/orgs", #> "repos_url": "https://api.github.com/users/markfairbanks/repos", #> "events_url": "https://api.github.com/users/markfairbanks/events{/privacy}", #> "received_events_url": "https://api.github.com/users/markfairbanks/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-03-10T20:50:58Z", #> "updated_at": "2020-03-10T20:50:58Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "The dev version seems to have a decent performance drop-off for joins as well:\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nlibrary(bench)\r\n\r\ndata_size <- 1000000\r\nleft_df <- tibble(a = sample(1:7, data_size, TRUE),\r\n b = sample(c(\"a\",\"a\",\"b\",\"c\",\"d\"), data_size, TRUE))\r\n\r\nright_df1 <- tibble(b = c(\"a\",\"b\",\"c\",\"d\"),\r\n c = 1:4)\r\n\r\nright_df2 <- tibble(b = c(\"a\",\"b\",\"c\"),\r\n c = 1:3)\r\n\r\n bench::mark(\r\n left_join = left_join(left_df, right_df1, by = \"b\"),\r\n inner_join = inner_join(left_df, right_df2, by = \"b\"),\r\n check = FALSE,\r\n iterations = 5)\r\n\r\n# dplyr 0.8.5\r\n#> # A tibble: 2 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 left_join 60.5ms 60.5ms 16.5 23.2MB 82.6\r\n#> 2 inner_join 53ms 54.2ms 18.5 18.3MB 46.1\r\n\r\n# dplyr dev\r\n#> Warning: Some expressions had a GC in every iteration; so filtering is disabled.\r\n#> # A tibble: 2 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 left_join 213ms 224ms 4.15 81MB 12.4\r\n#> 2 inner_join 170ms 183ms 5.23 58.8MB 12.5\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4963/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4963", #> "id": 578823096, #> "node_id": "MDU6SXNzdWU1Nzg4MjMwOTY=", #> "number": 4963, #> "title": "Potential missing method for class \"table\" in dplyr v1.0.0", #> "user": { #> "login": "ddsjoberg", #> "id": 26774684, #> "node_id": "MDQ6VXNlcjI2Nzc0Njg0", #> "avatar_url": "https://avatars1.githubusercontent.com/u/26774684?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/ddsjoberg", #> "html_url": "https://github.com/ddsjoberg", #> "followers_url": "https://api.github.com/users/ddsjoberg/followers", #> "following_url": "https://api.github.com/users/ddsjoberg/following{/other_user}", #> "gists_url": "https://api.github.com/users/ddsjoberg/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/ddsjoberg/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/ddsjoberg/subscriptions", #> "organizations_url": "https://api.github.com/users/ddsjoberg/orgs", #> "repos_url": "https://api.github.com/users/ddsjoberg/repos", #> "events_url": "https://api.github.com/users/ddsjoberg/events{/privacy}", #> "received_events_url": "https://api.github.com/users/ddsjoberg/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 544019342, #> "node_id": "MDU6TGFiZWw1NDQwMTkzNDI=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/vctrs%20%E2%86%97%EF%B8%8F", #> "name": "vctrs ↗️", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-10T19:53:06Z", #> "updated_at": "2020-03-10T20:24:05Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "Using `mutate()` with a data frame created from `table()` was previously not an issue. But now there is no method for a column of class `\"table\"`. I would understand if this was a choice, but wanted to point it out just in case it's a bug. 🐛 \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\npackageVersion(\"dplyr\")\r\n#> [1] '0.8.99.9000'\r\npackageVersion(\"vctrs\")\r\n#> [1] '0.2.99.9010'\r\n\r\nex <-\r\n table(iris$Species) %>%\r\n expand.grid() \r\nex\r\n#> Var1\r\n#> 1 50\r\n#> 2 50\r\n#> 3 50\r\nclass(ex)\r\n#> [1] \"data.frame\"\r\nclass(ex$Var1)\r\n#> [1] \"table\"\r\n\r\nmutate(ex,\r\n Var2 = Var1)\r\n#> Error: `mutate()` argument `Var2` errored.\r\n#> i `Var2` is `Var1`.\r\n#> x Can't find vctrs or base methods for concatenation.\r\n#> vctrs methods must be implemented for class `table`.\r\n#> See <https://vctrs.r-lib.org/articles/s3-vector.html>.\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4962/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4962", #> "id": 578801940, #> "node_id": "MDU6SXNzdWU1Nzg4MDE5NDA=", #> "number": 4962, #> "title": "Performance drop-off for `arrange()`", #> "user": { #> "login": "markfairbanks", #> "id": 28766000, #> "node_id": "MDQ6VXNlcjI4NzY2MDAw", #> "avatar_url": "https://avatars2.githubusercontent.com/u/28766000?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/markfairbanks", #> "html_url": "https://github.com/markfairbanks", #> "followers_url": "https://api.github.com/users/markfairbanks/followers", #> "following_url": "https://api.github.com/users/markfairbanks/following{/other_user}", #> "gists_url": "https://api.github.com/users/markfairbanks/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/markfairbanks/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/markfairbanks/subscriptions", #> "organizations_url": "https://api.github.com/users/markfairbanks/orgs", #> "repos_url": "https://api.github.com/users/markfairbanks/repos", #> "events_url": "https://api.github.com/users/markfairbanks/events{/privacy}", #> "received_events_url": "https://api.github.com/users/markfairbanks/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 529648245, #> "node_id": "MDU6TGFiZWw1Mjk2NDgyNDU=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/performance%20:rocket:", #> "name": "performance :rocket:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 4, #> "created_at": "2020-03-10T19:12:00Z", #> "updated_at": "2020-03-10T21:13:10Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "The dev version of dplyr has a performance drop-off when using `arrange()`.\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nlibrary(bench)\r\n\r\ndata_size <- 1000000\r\ntest_df <- tibble(a = sample(c(\"a\",\"a\",\"b\",\"c\",\"d\"), data_size, TRUE),\r\n b = sample(1:20, data_size, TRUE))\r\n\r\nbench::mark(\r\n tidyverse = arrange(test_df, a, b),\r\n check = FALSE,\r\n iterations = 5)\r\n\r\n# dplyr 0.8.5\r\n#> # A tibble: 1 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 tidyverse 369ms 372ms 2.69 19.2MB 4.04\r\n\r\n# dplyr 1.0.0 dev\r\n#> Warning: Some expressions had a GC in every iteration; so filtering is disabled.\r\n#> # A tibble: 1 x 6\r\n#> expression min median `itr/sec` mem_alloc `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <bch:byt> <dbl>\r\n#> 1 tidyverse 2.18s 2.24s 0.446 48.3MB 0.804\r\n```\r\n\r\n<sup>Created on 2020-03-10 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4953/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4953", #> "id": 578259925, #> "node_id": "MDU6SXNzdWU1NzgyNTk5MjU=", #> "number": 4953, #> "title": "across() performance slow compared to scoped variant", #> "user": { #> "login": "ahernnelson", #> "id": 29414215, #> "node_id": "MDQ6VXNlcjI5NDE0MjE1", #> "avatar_url": "https://avatars1.githubusercontent.com/u/29414215?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/ahernnelson", #> "html_url": "https://github.com/ahernnelson", #> "followers_url": "https://api.github.com/users/ahernnelson/followers", #> "following_url": "https://api.github.com/users/ahernnelson/following{/other_user}", #> "gists_url": "https://api.github.com/users/ahernnelson/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/ahernnelson/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/ahernnelson/subscriptions", #> "organizations_url": "https://api.github.com/users/ahernnelson/orgs", #> "repos_url": "https://api.github.com/users/ahernnelson/repos", #> "events_url": "https://api.github.com/users/ahernnelson/events{/privacy}", #> "received_events_url": "https://api.github.com/users/ahernnelson/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2020-03-10T00:13:38Z", #> "updated_at": "2020-03-10T09:25:24Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I ran into an issue where `across()` takes a bit of time on large grouped calculations, but the retired `summarize_if()` variant runs much faster. I cooked up a simple example below.\r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = F)\r\n\r\ndf <- tibble(cbind.data.frame(\r\n grp_1 = as.character(sort(rep(1:250, 4))),\r\n grp_2 = as.character(rep(1:4, 250)), \r\n matrix(rnorm(1000 * 100), nrow = 1000)))\r\n\r\nbench::mark(\r\n iterations = 10,\r\n filter_gc = FALSE,\r\n \r\n `summarize(across(is.numeric, diff))` = {\r\n df %>% \r\n group_by(grp_1,grp_2) %>% \r\n summarize(across(is.numeric, diff))\r\n },\r\n `summarize_if(is.numeric, diff)` = {\r\n df %>% \r\n group_by(grp_1,grp_2) %>% \r\n summarize_if(is.numeric, diff)\r\n }\r\n) %>% \r\n select(expression, min, median, `itr/sec`,`gc/sec`)\r\n#> # A tibble: 2 x 5\r\n#> expression min median `itr/sec` `gc/sec`\r\n#> <bch:expr> <bch:tm> <bch:tm> <dbl> <dbl>\r\n#> 1 summarize(across(is.numeric, diff)) 1.3m 1.34m 0.0124 6.78\r\n#> 2 summarize_if(is.numeric, diff) 827.3ms 933.79ms 1.04 2.91\r\n```\r\n\r\n<sup>Created on 2020-03-09 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4950/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4950", #> "id": 577928076, #> "node_id": "MDExOlB1bGxSZXF1ZXN0Mzg1NjAzNzA3", #> "number": 4950, #> "title": "Alter `n_distinct()` to only remove cases where all arguments are missing", #> "user": { #> "login": "DavisVaughan", #> "id": 19150088, #> "node_id": "MDQ6VXNlcjE5MTUwMDg4", #> "avatar_url": "https://avatars3.githubusercontent.com/u/19150088?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/DavisVaughan", #> "html_url": "https://github.com/DavisVaughan", #> "followers_url": 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"author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4950", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4950", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4950.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4950.patch" #> }, #> "body": "" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4933", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4933/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4933/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4933/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4933", #> "id": 575988396, #> "node_id": "MDExOlB1bGxSZXF1ZXN0Mzg0MDYzNzU5", #> "number": 4933, #> "title": "Soft-deprecation message for using _if()/_at()/_all() with a quosure", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 5, #> "created_at": "2020-03-05T04:42:15Z", #> "updated_at": "2020-03-09T13:10:03Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4933", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4933", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4933.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4933.patch" #> }, #> "body": "Requires https://github.com/r-lib/lifecycle/issues/30.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\nmutate_at(mtcars[1:3, ], vars(mpg), quo(mean(.)))\r\n#> Warning: The `...` argument of `funs()` can't contain quosures as of dplyr 1.0.0.\r\n#> Please use a one-sided formula, a function, or a function name\r\n#> This warning is displayed once per session.\r\n#> Call `lifecycle::last_warnings()` to see where this warning was generated.\r\n#> mpg cyl disp hp drat wt qsec vs am gear carb\r\n#> Mazda RX4 21.6 6 160 110 3.90 2.620 16.46 0 1 4 4\r\n#> Mazda RX4 Wag 21.6 6 160 110 3.90 2.875 17.02 0 1 4 4\r\n#> Datsun 710 21.6 4 108 93 3.85 2.320 18.61 1 1 4 1\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4931/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4931", #> "id": 575976982, #> "node_id": "MDU6SXNzdWU1NzU5NzY5ODI=", #> "number": 4931, #> "title": "Unclear error message in bind_rows()", #> "user": { #> "login": "krlmlr", #> "id": 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"created_at": "2020-03-05T04:01:44Z", #> "updated_at": "2020-03-05T17:13:47Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "when binding with a factor.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\ndf <- tibble(a = \"foo\", b = \"bar\")\r\nf <- setNames(factor(c(\"B\", \"B\")), c(\"a\", \"b\"))\r\n\r\nbind_rows(df, f)\r\n#> Error: Column name `<fct>` must not be duplicated.\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4930/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4930", #> "id": 575975878, #> "node_id": "MDU6SXNzdWU1NzU5NzU4Nzg=", #> "number": 4930, #> "title": "bind_cols() is too liberal", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708198, #> "node_id": "MDU6TGFiZWwxNzcwODE5OA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/bug", #> "name": "bug", #> "color": "E0B3A2", #> "default": true, #> "description": "an unexpected problem or unintended behavior" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 1, #> "created_at": "2020-03-05T03:57:47Z", #> "updated_at": "2020-03-05T17:13:31Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "in checking its input.\r\n\r\n``` r\r\nlibrary(dplyr)\r\n\r\ndf1 <- tibble(x = 1)\r\ndf2 <- as.POSIXlt(Sys.time())\r\n\r\nbind_cols(df1, df2)\r\n#> # A tibble: 1 x 12\r\n#> x sec min hour mday mon year wday yday isdst zone gmtoff\r\n#> <dbl> <dbl> <int> <int> <int> <int> <int> <int> <int> <int> <chr> <int>\r\n#> 1 1 10.8 57 4 5 2 120 4 64 0 CET 3600\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4929", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4929/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4929/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4929/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4929", #> "id": 575974585, #> "node_id": "MDU6SXNzdWU1NzU5NzQ1ODU=", #> "number": 4929, #> "title": "between() no longer warns for factors", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708198, #> "node_id": "MDU6TGFiZWwxNzcwODE5OA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/bug", #> "name": "bug", #> "color": "E0B3A2", #> "default": true, #> "description": "an unexpected problem or unintended behavior" #> }, #> { #> "id": 1726774808, #> "node_id": "MDU6TGFiZWwxNzI2Nzc0ODA4", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/funs%20:laughing:", #> "name": "funs :laughing:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-05T03:53:11Z", #> "updated_at": "2020-03-09T10:02:31Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "This used to give a warning, now it is silent. Is this intended?\r\n\r\n``` r\r\ndplyr::between(factor(1:5), 1, 3)\r\n#> [1] TRUE TRUE TRUE FALSE FALSE\r\n```\r\n\r\n<sup>Created on 2020-03-05 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4926/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4926", #> "id": 574898734, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzgzMTM5Nzgz", #> "number": 4926, #> "title": "Nesting interface changes", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-03-03T19:45:16Z", #> "updated_at": "2020-03-09T13:43:34Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4926", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4926", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4926.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4926.patch" #> }, #> "body": "* Add `nest_by()` with syntax that matches `group_by()` and output that matches old `tidyr::nest()` (but with more control)\r\n\r\n* Remove `condense()` since it just felt too magical and not that useful when I started seriously working on the rowwise vignette" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4917/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4917", #> "id": 574006568, #> "node_id": "MDU6SXNzdWU1NzQwMDY1Njg=", #> "number": 4917, #> "title": "join_mutate(x = <sf>)", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708198, #> "node_id": "MDU6TGFiZWwxNzcwODE5OA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/bug", #> "name": "bug", #> "color": "E0B3A2", #> "default": true, #> "description": "an unexpected problem or unintended behavior" #> }, #> { #> "id": 1257707950, #> "node_id": "MDU6TGFiZWwxMjU3NzA3OTUw", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/join%20:twisted_rightwards_arrows:", #> "name": "join :twisted_rightwards_arrows:", #> "color": "eeeeee", #> "default": false, #> "description": "Related to joins" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15", #> "html_url": "https://github.com/tidyverse/dplyr/milestone/15", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/milestones/15/labels", #> "id": 3392766, #> "node_id": "MDk6TWlsZXN0b25lMzM5Mjc2Ng==", #> "number": 15, #> "title": "1.0.0", #> "description": "", #> "creator": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "open_issues": 4, #> "closed_issues": 78, #> "state": "open", #> "created_at": "2018-06-01T08:09:10Z", #> "updated_at": "2020-03-10T19:48:03Z", #> "due_on": {}, #> "closed_at": {} #> }, #> "comments": 4, #> "created_at": "2020-03-02T14:19:52Z", #> "updated_at": "2020-03-10T18:02:56Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "``` r\r\nlibrary(sf)\r\n#> Linking to GEOS 3.7.2, GDAL 2.4.2, PROJ 5.2.0\r\nlibrary(qualmap)\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\n\r\nsf <- mutate(stLouis, TRACTCE = as.numeric(TRACTCE))\r\ndf <- tibble(TRACTCE = 112100, x = 1)\r\n\r\nleft_join(sf, df)\r\n#> Joining, by = \"TRACTCE\"\r\n#> Error: `nm` must be `NULL` or a character vector the same length as `x`\r\n```\r\n\r\n<sup>Created on 2020-03-02 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\nThis happens here: https://github.com/tidyverse/dplyr/blob/master/R/join.r#L296\r\n\r\n```r\r\nx_key <- set_names(x[vars$x$key], names(vars$x$key))\r\n```\r\n\r\nbecause `x` is an `sf` object and the `[` method brings back the `geometry` column, so `x[vars$x$key]` does not have the same number of columns as the length of `names(vars$x$key)`\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4811/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4811", #> "id": 557126784, #> "node_id": "MDU6SXNzdWU1NTcxMjY3ODQ=", #> "number": 4811, #> "title": "Add a symmetric difference set function", #> "user": { #> "login": "felipegerard", #> "id": 10550650, #> "node_id": "MDQ6VXNlcjEwNTUwNjUw", #> "avatar_url": "https://avatars1.githubusercontent.com/u/10550650?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/felipegerard", #> "html_url": "https://github.com/felipegerard", #> "followers_url": "https://api.github.com/users/felipegerard/followers", #> "following_url": "https://api.github.com/users/felipegerard/following{/other_user}", #> "gists_url": "https://api.github.com/users/felipegerard/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/felipegerard/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/felipegerard/subscriptions", #> "organizations_url": "https://api.github.com/users/felipegerard/orgs", #> "repos_url": "https://api.github.com/users/felipegerard/repos", #> "events_url": "https://api.github.com/users/felipegerard/events{/privacy}", #> "received_events_url": "https://api.github.com/users/felipegerard/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-01-29T21:29:37Z", #> "updated_at": "2020-03-01T14:38:03Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I often have the need to find elements (rows) that two vectors (data frames) *don't* have in common. Finding these elements using setops is straightforward, but I wonder if it would be ok to add the symmetric difference (aka. union \\ intersection) function to save a few key strokes. Below is my proposed solution. I can make the PR if we agree it makes sense to add this.\r\n\r\n```r\r\nsymdiff <- function(x, y) {\r\n setdiff(union(x, y), intersect(x, y))\r\n}\r\n```\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4805/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4805", #> "id": 555509711, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzY3NDM3OTE1", #> "number": 4805, #> "title": "DataMask also installing promises for <U+...>", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 3, #> "created_at": "2020-01-27T11:20:33Z", #> "updated_at": "2020-02-24T09:55:23Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4805", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4805", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4805.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4805.patch" #> }, #> "body": "`rlang` automatically promotes the `<U+...>` form to utf-8, but then when the `<U+>` form is used in an expression, they don't stand for slices of the columns they perhaps should. \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nx <- tibble(a = 1:3, b = 4:6)\r\nnames(x)[[1]] <- \"<U+5E78>\"\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter((!!sym(\"\\u5e78\")) > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(.data$\"\\u5e78\" > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% filter(.data[[\"\\u5e78\"]] > 1)\r\n#> # A tibble: 2 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 2 5\r\n#> 2 3 6\r\nx %>% arrange(`<U+5E78>`)\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 1 4\r\n#> 2 2 5\r\n#> 3 3 6\r\nx %>% arrange(-!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-.data$\"\\u5e78\")\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-.data[[\"\\u5e78\"]])\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% arrange(-!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 2\r\n#> `<U+5E78>` b\r\n#> <int> <int>\r\n#> 1 3 6\r\n#> 2 2 5\r\n#> 3 1 4\r\nx %>% mutate(!!sym(\"\\u798f\") := -!!sym(\"\\u5e78\"))\r\n#> # A tibble: 3 x 3\r\n#> `<U+5E78>` b 福\r\n#> <int> <int> <int>\r\n#> 1 1 4 -1\r\n#> 2 2 5 -2\r\n#> 3 3 6 -3\r\n```\r\n\r\n<sup>Created on 2020-01-27 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\nHowever, this is mostly stopgap because this does not define a proper alias between `<U+5E78>` and `\\u5e78`, i.e. if the names are utf-8 to begin with, then : \r\n\r\n``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\nx <- tibble(a = 1:3, b = 4:6)\r\nnames(x)[[1]] <- \"\\u5e78\"\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> Error: `filter()` argument `..1` errored.\r\n#> ℹ `..1` is ``<U+5E78>` > 1`.\r\n#> x object '<U+5E78>' not found\r\nx %>% filter(`<U+5E78>` > 1)\r\n#> Error: `filter()` argument `..1` errored.\r\n#> ℹ `..1` is ``<U+5E78>` > 1`.\r\n#> x object '<U+5E78>' not found\r\nx %>% arrange(`<U+5E78>`)\r\n#> Error: `mutate()` argument `^^--arrange_quosure_1` errored.\r\n#> ℹ `^^--arrange_quosure_1` is `幸`.\r\n#> x object '<U+5E78>' not found\r\n```\r\n\r\n<sup>Created on 2020-01-27 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4802/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4802", #> "id": 554263110, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzY2NDQ5MDcw", #> "number": 4802, #> "title": "Compute groups from existing grouping data", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2020-01-23T16:22:53Z", #> "updated_at": "2020-02-24T10:00:01Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4802", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4802", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4802.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4802.patch" #> }, #> "body": "Now that I've implemented it, I'm not 100% sure it's worth it, since this code is effectively doing the same thing as `compute_groups()`, and it's not like you can't regroup afterwards since it is always contains `group_keys()`.\r\n\r\nIf we do decide to merge it, I think this it needs more testing for the case where `summarise()` modifies the grouping variables, particularly when it creates more groups." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4770/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4770", #> "id": 551454792, #> "node_id": "MDU6SXNzdWU1NTE0NTQ3OTI=", #> "number": 4770, #> "title": "Need equivalent of any_vars() with across()", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 1880639897, #> "node_id": "MDU6TGFiZWwxODgwNjM5ODk3", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/each-col%20%E2%86%94%EF%B8%8F", #> "name": "each-col ↔️", #> "color": "eeeeee", #> "default": false, #> "description": "" #> }, #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2020-01-17T14:44:35Z", #> "updated_at": "2020-03-01T14:38:55Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Interim work around is to use `rowAny()`:\r\n\r\n```R\r\nrowAny <- function(x) rowSum(x) > 0\r\ndf %>% filter(rowAny(across(is.numeric, ~ .x > 0))\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4763/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4763", #> "id": 550940125, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzYzNzUyOTk4", #> "number": 4763, #> "title": "hike()", #> "user": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 7, #> "created_at": "2020-01-16T17:06:45Z", #> "updated_at": "2020-01-17T16:43:16Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4763", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4763", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4763.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4763.patch" #> }, #> "body": "``` r\r\nlibrary(dplyr, warn.conflicts = FALSE)\r\n\r\ndata <- group_by(iris, Species)\r\n\r\n# march() as an alternative to group_walk()\r\ndata %>%\r\n march(\r\n print(head(across(), 2))\r\n )\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 5.1 3.5 1.4 0.2\r\n#> 2 4.9 3 1.4 0.2\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 7 3.2 4.7 1.4\r\n#> 2 6.4 3.2 4.5 1.5\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 6.3 3.3 6 2.5\r\n#> 2 5.8 2.7 5.1 1.9\r\ndata %>% \r\n group_walk(~print(head(.x, 2)))\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 5.1 3.5 1.4 0.2\r\n#> 2 4.9 3 1.4 0.2\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 7 3.2 4.7 1.4\r\n#> 2 6.4 3.2 4.5 1.5\r\n#> # A tibble: 2 x 4\r\n#> Sepal.Length Sepal.Width Petal.Length Petal.Width\r\n#> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 6.3 3.3 6 2.5\r\n#> 2 5.8 2.7 5.1 1.9\r\n\r\n# hike() as an alternative to group_map()\r\ndata %>%\r\n hike(\r\n broom::tidy(lm(Petal.Length ~ Sepal.Length))\r\n )\r\n#> [[1]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.803 0.344 2.34 0.0238\r\n#> 2 Sepal.Length 0.132 0.0685 1.92 0.0607\r\n#> \r\n#> [[2]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.185 0.514 0.360 7.20e- 1\r\n#> 2 Sepal.Length 0.686 0.0863 7.95 2.59e-10\r\n#> \r\n#> [[3]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.610 0.417 1.46 1.50e- 1\r\n#> 2 Sepal.Length 0.750 0.0630 11.9 6.30e-16\r\ndata %>%\r\n group_map(\r\n ~broom::tidy(lm(Petal.Length ~ Sepal.Length, data = .x))\r\n )\r\n#> [[1]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.803 0.344 2.34 0.0238\r\n#> 2 Sepal.Length 0.132 0.0685 1.92 0.0607\r\n#> \r\n#> [[2]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.185 0.514 0.360 7.20e- 1\r\n#> 2 Sepal.Length 0.686 0.0863 7.95 2.59e-10\r\n#> \r\n#> [[3]]\r\n#> # A tibble: 2 x 5\r\n#> term estimate std.error statistic p.value\r\n#> <chr> <dbl> <dbl> <dbl> <dbl>\r\n#> 1 (Intercept) 0.610 0.417 1.46 1.50e- 1\r\n#> 2 Sepal.Length 0.750 0.0630 11.9 6.30e-16\r\n```\r\n\r\n<sup>Created on 2020-01-16 by the [reprex package](https://reprex.tidyverse.org) (v0.3.0.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4722/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4722", #> "id": 547414774, #> "node_id": "MDU6SXNzdWU1NDc0MTQ3NzQ=", #> "number": 4722, #> "title": "Formally support \"virtual\" groups", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2020-01-09T11:17:09Z", #> "updated_at": "2020-01-22T19:03:51Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "i.e. allow the ids in `group_data()` to have a non 1-to-1 mapping with the rows in the data. Need to test and document." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4663/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4663", #> "id": 537654328, #> "node_id": "MDU6SXNzdWU1Mzc2NTQzMjg=", #> "number": 4663, #> "title": "Move database generics to dbplyr", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 2, #> "created_at": "2019-12-13T16:50:46Z", #> "updated_at": "2020-03-05T23:18:53Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Deprecate database generics, following strategy in https://github.com/tidyverse/design/issues/106. Then remove tests, since they should live in dbplyr.\r\n\r\nhttps://github.com/tidyverse/dbplyr/issues/385 needs to happen first.\r\n\r\nRemove\r\n\r\n```R\r\nsetOldClass(c(\"sql\", \"character\"))\r\nsetOldClass(c(\"ident\", \"sql\", \"character\"))\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4654/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4654", #> "id": 537063617, #> "node_id": "MDU6SXNzdWU1MzcwNjM2MTc=", #> "number": 4654, #> "title": "Consider new row mutation functions", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-12-12T15:54:07Z", #> "updated_at": "2019-12-20T21:26:38Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "I've been wondering if dplyr needs a new set of verbs specifically designed for modifying rows identified by a set of keys:\r\n\r\n* insert new rows — would error if keys already exist; can specify where to add (how?). Similar to `tibble::add_row()`.\r\n\r\n* update values — overrides existing values. (Similar to https://github.com/tidyverse/tidyr/issues/183)\r\n\r\n* patch values — like update, but only replaces missing values (Also similar to https://github.com/tidyverse/tidyr/issues/183)\r\n\r\n* upsert — update or insert depending on presence/absence of keys\r\n\r\n## Basic sketch\r\n\r\n```R\r\ndf <- tribble(\r\n ~ x, ~ y,\r\n 1, 2,\r\n 2, NA,\r\n)\r\n\r\n# Insert can add multiple rows\r\ndf %>% insert(x = 3:4, y = 5)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 2\r\n#> 2 2 NA\r\n#> 3 3 5\r\n#> 4 4 5\r\n\r\n# And new columns:\r\ndf %>% insert(x = 3, z = 1)\r\n#> x y z\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 NA\r\n#> 2 2 NA NA\r\n#> 3 3 NA 1\r\n\r\n#> Error: key variable `x` is missing\r\ndf %>% insert(x = 1, y = 5)\r\n#> Error: key `x = 1` already present\r\n\r\n# Update modifies existing rows:\r\ndf %>% update(x = 1, y = 3)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 NA\r\n\r\n# Erroring if there's no match:\r\ndf %>% update(x = 3, y = 3)\r\n#> Error: key `x = 3` doesn't exist\r\n\r\n# patch() works like update but only changes missing values\r\ndf %>% patch(x = 1:2, y = 10)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 10\r\n\r\n# upsert() updates or inserts as needed:\r\ndf %>% upsert(x = c(1, 3), y = 3)\r\n#> x y\r\n#> <dbl> <dbl>\r\n#> 1 1 3\r\n#> 2 2 NA\r\n#> 3 3 3\r\n```\r\n\r\n## Thoughts\r\n\r\n* All functions would either take multiple named inputs or a single unnamed data frame.\r\n\r\n* I think unlike SQL and `==`, it makes sense for `NA` to match `NA` in keys. That's consistent with `match()`.\r\n\r\n* If `.key` were ordered (can we determine that quickly?) `insert()` could insert new rows in right place. Otherwise would be have `.before` and `.after` that would be a single row data frame of key values?\r\n\r\n* `.key` would work like `.by`; defaulting to common variables with a message. But unlike joins, would check key set for uniqueness, erroring if not (i.e. no Cartesian products). That means `insert(x, y)` would always yield `nrow(x) + nrow(y)` and `update(x, y)` would always yield `nrow(x)`.\r\n\r\n* Should all these functions get a `rows` prefix? Or suffix? `rows_insert()`, `rows_update()`, `rows_patch()`, ...? Does that suggest there's an equivalent set of `col` functions? `cols_insert()` (a single col join, like a vlookup? error if col already exists?), `cols_move()` (#4598), `cols_patch()` (df form of `coalesce()`?) \r\n\r\n## Backends\r\n\r\n* Grouping would be ignored (but recomputed if needed)\r\n* Would error for dbplyr as modifying data is out of scope.\r\n* Could modifying in place for dtplyr when `immutable = FALSE`\r\n* dm objects would use predefined primary keys and error if `.key` supplied\r\n* An imaginary mutable googlesheet could perform these operations on the underlying sheet" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4631/events", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4631", #> "id": 527751780, #> "node_id": "MDExOlB1bGxSZXF1ZXN0MzQ0OTQ1MTM2", #> "number": 4631, #> "title": "Use generics package for set ops", #> "user": { #> "login": "hadley", #> "id": 4196, #> "node_id": "MDQ6VXNlcjQxOTY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/4196?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/hadley", #> "html_url": "https://github.com/hadley", #> "followers_url": "https://api.github.com/users/hadley/followers", #> "following_url": "https://api.github.com/users/hadley/following{/other_user}", #> "gists_url": "https://api.github.com/users/hadley/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/hadley/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/hadley/subscriptions", #> "organizations_url": "https://api.github.com/users/hadley/orgs", #> "repos_url": "https://api.github.com/users/hadley/repos", #> "events_url": "https://api.github.com/users/hadley/events{/privacy}", #> "received_events_url": "https://api.github.com/users/hadley/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 0, #> "created_at": "2019-11-24T20:27:17Z", #> "updated_at": "2019-12-17T10:00:18Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "pull_request": { #> "url": "https://api.github.com/repos/tidyverse/dplyr/pulls/4631", #> "html_url": "https://github.com/tidyverse/dplyr/pull/4631", #> "diff_url": "https://github.com/tidyverse/dplyr/pull/4631.diff", #> "patch_url": "https://github.com/tidyverse/dplyr/pull/4631.patch" #> }, #> "body": "Includes #4630. Joint work with https://github.com/tidyverse/lubridate/pull/717." #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4406/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4406", #> "id": 452495867, #> "node_id": "MDU6SXNzdWU0NTI0OTU4Njc=", #> "number": 4406, #> "title": "group_by performance: potential for easy and substantial improvement ", #> "user": { #> "login": "brodieG", #> "id": 6105908, #> "node_id": "MDQ6VXNlcjYxMDU5MDg=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/6105908?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/brodieG", #> "html_url": "https://github.com/brodieG", #> "followers_url": "https://api.github.com/users/brodieG/followers", #> "following_url": "https://api.github.com/users/brodieG/following{/other_user}", #> "gists_url": "https://api.github.com/users/brodieG/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/brodieG/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/brodieG/subscriptions", #> "organizations_url": "https://api.github.com/users/brodieG/orgs", #> "repos_url": "https://api.github.com/users/brodieG/repos", #> "events_url": "https://api.github.com/users/brodieG/events{/privacy}", #> "received_events_url": "https://api.github.com/users/brodieG/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> }, #> { #> "id": 529648245, #> "node_id": "MDU6TGFiZWw1Mjk2NDgyNDU=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/performance%20:rocket:", #> "name": "performance :rocket:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-06-05T13:16:55Z", #> "updated_at": "2020-03-01T15:03:19Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "I've been studying and writing about grouped operations over the past couple of\r\nmonths, and one thing that has become apparent to me is that ordering the data\r\ncan in at least some circumstances provide a massive performance improvement.\r\nThis is primarily due to `data.table` sharing their radix sort with base R in\r\n3.3.0 which makes it much faster than it used to be.\r\n\r\nI think `dplyr` could take advantage of this pretty easily as evidenced by:\r\n\r\n```\r\n# R3.6.0 w/ dplyr 0.8.1\r\n\r\nset.seed(42)\r\nlibrary(dplyr)\r\nlibrary(tibble)\r\nx <- runif(1e7)\r\ngrp <- sample(1e6, 1e7, replace=TRUE)\r\ntib <- tibble(grp, x)\r\n\r\nsystem.time(a <- tib %>% group_by(grp) %>% summarise(sum(x)))\r\n## user system elapsed \r\n## 10.369 0.311 10.793 \r\nsystem.time({\r\n o <- order(grp)\r\n tibo <- tibble(grp=grp[o], x=x[o])\r\n b <- tibo %>% group_by(grp) %>% summarise(sum(x))\r\n})\r\n## user system elapsed \r\n## 3.120 0.328 3.474 \r\nall.equal(a, b)\r\n## [1] TRUE\r\n```\r\n\r\nThe slow step is `group_by`.\r\n\r\nI'm guessing much of the dplyr code was written prior to the `data.table` radix\r\nsort becoming part of `order`, so I imagine that may have guided some of the\r\noriginal design decisions. It seems now that it is an easy win to add a\r\npre-order to `dplyr`. There is a penalty for cases where the data is already\r\nordered, but it is small, and as written above there is some additional memory\r\nusage.\r\n\r\nI have not tested this thoroughly, so your mileage may vary across input types.\r\nHowever the benefit is substantial enough in some cases that it may be worth\r\nspending some time exploring the broader applicability of the change.\r\n\r\nI am not familiar with C++, so I have not dug into the sources to narrow down\r\nthe problem, but I'm assuming it's a manifestation of similar microarchitectural\r\nfactors that affect `split` that are discussed in [this blog post][1].\r\n\r\nThis does not appear related to #4334 AFAICT from looking at memory usage via `gc()`:\r\n\r\n```\r\n> library(tibble)\r\n> x <- runif(1e7)\r\n> grp <- sample(1e6, 1e7, replace=TRUE)\r\n> tib <- tibble(grp, x)\r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 491743 26.3 939424 50.2 NA 939424 50.2\r\nVcells 15868290 121.1 25428491 194.1 16384 15915118 121.5\r\n> system.time(a <- tib %>% group_by(grp) %>% summarise(sum(x)))\r\n user system elapsed \r\n 11.301 0.404 11.866 \r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 496226 26.6 2478724 132.4 NA 1697148 90.7\r\nVcells 17377752 132.6 36793026 280.8 16384 25214184 192.4\r\n> system.time({\r\n+ o <- order(grp)\r\n+ tibo <- tibble(grp=grp[o], x=x[o])\r\n+ b <- tibo %>% group_by(grp) %>% summarise(sum(x))\r\n+ })\r\n user system elapsed \r\n 3.472 0.270 3.777 \r\n> gc()\r\n used (Mb) gc trigger (Mb) limit (Mb) max used (Mb)\r\nNcells 496253 26.6 1554928 83.1 NA 1943660 103.9\r\nVcells 38877692 296.7 67779293 517.2 16384 46702085 356.4\r\n> object.size(tib)\r\n120000984 bytes\r\n```\r\n\r\n[1]: https://www.brodieg.com/2019/05/17/pixie-dust/\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4392/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4392", #> "id": 449366806, #> "node_id": "MDU6SXNzdWU0NDkzNjY4MDY=", #> "number": 4392, #> "title": "Possible expand argument for group_by", #> "user": { #> "login": "dannyparsons", #> "id": 11214914, #> "node_id": "MDQ6VXNlcjExMjE0OTE0", #> "avatar_url": "https://avatars1.githubusercontent.com/u/11214914?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/dannyparsons", #> "html_url": "https://github.com/dannyparsons", #> "followers_url": "https://api.github.com/users/dannyparsons/followers", #> "following_url": "https://api.github.com/users/dannyparsons/following{/other_user}", #> "gists_url": "https://api.github.com/users/dannyparsons/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/dannyparsons/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/dannyparsons/subscriptions", #> "organizations_url": "https://api.github.com/users/dannyparsons/orgs", #> "repos_url": "https://api.github.com/users/dannyparsons/repos", #> "events_url": "https://api.github.com/users/dannyparsons/events{/privacy}", #> "received_events_url": "https://api.github.com/users/dannyparsons/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 1, #> "created_at": "2019-05-28T16:30:22Z", #> "updated_at": "2020-03-01T15:03:14Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "At some point in the discussion of preserving zero-length groups there was a [comment](341#issuecomment-123386426) by @hadley about separating out preserving zero-length groups of a factor and zero-length groups generated by combinations that don't appear in the data:\r\n\r\n> Maybe group_by needs both drop and expand arguments? drop = FALSE would keep all size zero groups generated by factor levels that don't appear in the data. expand = TRUE would keep all size zero groups generated by combinations of values that don't appear in the data.\r\n\r\nIs there still an intention to implement something along these lines? I completely agree that expanding combinations is a different process to preserving empty levels.\r\n\r\nThe sort of examples I work where this matters are time series data recorded at multiple sites - such as daily weather data. Often the time period is very different for each site. So, when using site and year as grouping factors, I am only interested in the years I have data for at each site. \r\n\r\nIn the example below, site `a` has 10 years and site `b` has 1 year so I'd always like 11 rows in the summary. If some years get filtered out during the calculation, I'd like to keep those levels (to know that the event didn't occur that year) but I don't want the combinations of site and year that didn't appear in the data to be added as well.\r\n\r\nSo `.drop = TRUE` removes some rows that are needed and `.drop = FALSE` adds combinations which were not in the original data. \r\n\r\nI know there are work arounds, like when `.drop` did not exist for a single factor, but not in a very clean way. \r\nThis is where I felt the further addition of an `expand` argument would be very useful.\r\n\r\n```r\r\nlibrary(tidyverse)\r\nset.seed(1)\r\n\r\ndf <- tibble(site = factor(c(rep(\"a\", 120), rep(\"b\", 12))),\r\n date = c(seq.Date(as.Date(\"2000/1/1\"), by = \"month\", length.out = 120), seq.Date(as.Date(\"2000/1/1\"), by = \"month\", length.out = 12)),\r\n year = factor(lubridate::year(date)),\r\n value = rnorm(132, 50, 10))\r\n\r\ndf %>% \r\n filter(value > 65) %>%\r\n group_by(site, year, .drop = TRUE) %>%\r\n summarise(f = first(date))\r\n#> # A tibble: 6 x 3\r\n#> # Groups: site [1]\r\n#> site year f \r\n#> <fct> <fct> <date> \r\n#> 1 a 2000 2000-04-01\r\n#> 2 a 2004 2004-08-01\r\n#> 3 a 2005 2005-01-01\r\n#> 4 a 2007 2007-11-01\r\n#> 5 a 2008 2008-10-01\r\n#> 6 a 2009 2009-02-01\r\n\r\ndf %>% \r\n filter(value > 65) %>%\r\n group_by(site, year, .drop = FALSE) %>%\r\n summarise(f = first(date))\r\n#> # A tibble: 20 x 3\r\n#> # Groups: site [2]\r\n#> site year f \r\n#> <fct> <fct> <date> \r\n#> 1 a 2000 2000-04-01\r\n#> 2 a 2001 NA \r\n#> 3 a 2002 NA \r\n#> 4 a 2003 NA \r\n#> 5 a 2004 2004-08-01\r\n#> 6 a 2005 2005-01-01\r\n#> 7 a 2006 NA \r\n#> 8 a 2007 2007-11-01\r\n#> 9 a 2008 2008-10-01\r\n#> 10 a 2009 2009-02-01\r\n#> 11 b 2000 NA \r\n#> 12 b 2001 NA \r\n#> 13 b 2002 NA \r\n#> 14 b 2003 NA \r\n#> 15 b 2004 NA \r\n#> 16 b 2005 NA \r\n#> 17 b 2006 NA \r\n#> 18 b 2007 NA \r\n#> 19 b 2008 NA \r\n#> 20 b 2009 NA\r\n```" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4193/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4193", #> "id": 411668138, #> "node_id": "MDU6SXNzdWU0MTE2NjgxMzg=", #> "number": 4193, #> "title": "`group_by` with `.drop = FALSE` still drops groups if data is sliced or filtered on grouping columns", #> "user": { #> "login": "moodymudskipper", #> "id": 18351714, #> "node_id": "MDQ6VXNlcjE4MzUxNzE0", #> "avatar_url": "https://avatars3.githubusercontent.com/u/18351714?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/moodymudskipper", #> "html_url": "https://github.com/moodymudskipper", #> "followers_url": "https://api.github.com/users/moodymudskipper/followers", #> "following_url": "https://api.github.com/users/moodymudskipper/following{/other_user}", #> "gists_url": "https://api.github.com/users/moodymudskipper/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/moodymudskipper/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/moodymudskipper/subscriptions", #> "organizations_url": "https://api.github.com/users/moodymudskipper/orgs", #> "repos_url": "https://api.github.com/users/moodymudskipper/repos", #> "events_url": "https://api.github.com/users/moodymudskipper/events{/privacy}", #> "received_events_url": "https://api.github.com/users/moodymudskipper/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1728164976, #> "node_id": "MDU6TGFiZWwxNzI4MTY0OTc2", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/grouping%20:family_man_woman_girl_boy:", #> "name": "grouping :family_man_woman_girl_boy:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 5, #> "created_at": "2019-02-18T22:23:33Z", #> "updated_at": "2019-12-11T19:53:54Z", #> "closed_at": {}, #> "author_association": "NONE", #> "body": "There might be a reason for this but it's not clear for me from the doc which just says : \r\n\r\n> When .drop = TRUE, empty groups are dropped.\r\n\r\n``` r\r\n\r\nlibrary(dplyr, warn.conflicts = F,quietly = T)\r\n#> Warning: le package 'dplyr' a été compilé avec la version R 3.5.2\r\nmtcars2 <- mtcars %>% \r\n select(mpg, cyl) %>% \r\n group_by(cyl,.drop = FALSE) %>%\r\n arrange(mpg)\r\n\r\ngroup_keys(mtcars2)\r\n#> # A tibble: 3 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 6\r\n#> 3 8\r\n\r\nmtcars2 %>% \r\n slice(8) %>%\r\n group_keys()\r\n#> # A tibble: 2 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 8\r\n\r\nmtcars2 %>%\r\n filter(cyl !=6) %>%\r\n group_keys()\r\n#> # A tibble: 2 x 1\r\n#> cyl\r\n#> <dbl>\r\n#> 1 4\r\n#> 2 8\r\n```\r\n\r\nCreated on 2019-02-18 by the [reprex package](http://reprex.tidyverse.org) (v0.2.0).\r\n\r\n" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4050/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4050", #> "id": 393503823, #> "node_id": "MDU6SXNzdWUzOTM1MDM4MjM=", #> "number": 4050, #> "title": "Conditionally mutate selected rows ", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 334471510, #> "node_id": "MDU6TGFiZWwzMzQ0NzE1MTA=", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/verbs%20:running_woman:", #> "name": "verbs :running_woman:", #> "color": "eeeeee", #> "default": false, #> "description": "" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 4, #> "created_at": "2018-12-21T15:47:39Z", #> "updated_at": "2019-12-31T17:01:33Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "This would allow supporting an efficient `mutate_if_row()` verb here or elsewhere (assuming there's also a nice way to set the group data, as implemented in `update_group_data()` here). I remember a discussion about using the group data for other exciting things such as bootstrapping?\r\n\r\nIn the example below, the first three rows should remain unchanged.\r\n\r\n``` r\r\nlibrary(tidyverse)\r\n\r\ndf <- tibble(a = 1:5)\r\ndf\r\n#> # A tibble: 5 x 1\r\n#> a\r\n#> <int>\r\n#> 1 1\r\n#> 2 2\r\n#> 3 3\r\n#> 4 4\r\n#> 5 5\r\n\r\nupdate_group_data <- function(.data, group_data) {\r\n attr(.data, \"groups\") <- group_data\r\n .data\r\n}\r\n\r\ngroup_filter <- function(.data, ...) {\r\n new_group_data <-\r\n .data %>%\r\n group_data() %>%\r\n filter(...)\r\n\r\n .data %>%\r\n update_group_data(new_group_data)\r\n}\r\n\r\nmutate_if_row <- function(.data, cond, ...) {\r\n cond <- rlang::enquo(cond)\r\n\r\n .data %>%\r\n group_by(.flag = !!cond) %>%\r\n group_filter(.flag) %>%\r\n mutate(...) %>%\r\n ungroup() %>%\r\n select(-.flag)\r\n}\r\n\r\ndf %>%\r\n mutate_if_row(a > 3, a = a + 1L)\r\n#> # A tibble: 5 x 1\r\n#> a\r\n#> <int>\r\n#> 1 NA\r\n#> 2 NA\r\n#> 3 NA\r\n#> 4 5\r\n#> 5 6\r\n```\r\n\r\n<sup>Created on 2018-12-21 by the [reprex package](https://reprex.tidyverse.org) (v0.2.1.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/4028/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/4028", #> "id": 391811395, #> "node_id": "MDU6SXNzdWUzOTE4MTEzOTU=", #> "number": 4028, #> "title": "Better way to handle name collisions in joins", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1257707950, #> "node_id": "MDU6TGFiZWwxMjU3NzA3OTUw", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/join%20:twisted_rightwards_arrows:", #> "name": "join :twisted_rightwards_arrows:", #> "color": "eeeeee", #> "default": false, #> "description": "Related to joins" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 2, #> "created_at": "2018-12-17T17:17:48Z", #> "updated_at": "2020-01-11T14:39:03Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "Currently, non-join columns available in both tables are given suffixes `.x` and `.y` . Occasionaly one might want to raise an error or keep only the lhs columns in these situations. (This would also make it easier to adopt universal/unique renaming here.)\r\n\r\n``` r\r\nlibrary(tidyverse)\r\nx <- tibble(a = 1, b = 2)\r\ny <- tibble(a = 1, b = 3)\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"rename\")\r\nleft_join(x, y, by = \"a\")\r\n#> # A tibble: 1 x 3\r\n#> a b.x b.y\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 3\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"unique\")\r\nleft_join(x, y, by = \"a\") %>%\r\n rename(b..2 = b.x, b..3 = b.y)\r\n#> # A tibble: 1 x 3\r\n#> a b..2 b..3\r\n#> <dbl> <dbl> <dbl>\r\n#> 1 1 2 3\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"stop\")\r\nrlang::abort('Column `b` found in both tables, and .resolve = \"stop\".')\r\n#> Error: Column `b` found in both tables, and .resolve = \"stop\".\r\n\r\n# left_join(x, y, by = \"a\", .resolve = \"left\")\r\nleft_join(x, y %>% select(-b), by = \"a\")\r\n#> # A tibble: 1 x 2\r\n#> a b\r\n#> <dbl> <dbl>\r\n#> 1 1 2\r\n```\r\n\r\n<sup>Created on 2018-12-17 by the [reprex package](https://reprex.tidyverse.org) (v0.2.1.9000)<\/sup>" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2471/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/2471", #> "id": 210245293, #> "node_id": "MDU6SXNzdWUyMTAyNDUyOTM=", #> "number": 2471, #> "title": "Foreign UTF-8 characters on non-UTF-8 locales", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> }, #> "assignees": [ #> { #> "login": "romainfrancois", #> "id": 2625526, #> "node_id": "MDQ6VXNlcjI2MjU1MjY=", #> "avatar_url": "https://avatars3.githubusercontent.com/u/2625526?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/romainfrancois", #> "html_url": "https://github.com/romainfrancois", #> "followers_url": "https://api.github.com/users/romainfrancois/followers", #> "following_url": "https://api.github.com/users/romainfrancois/following{/other_user}", #> "gists_url": "https://api.github.com/users/romainfrancois/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/romainfrancois/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/romainfrancois/subscriptions", #> "organizations_url": "https://api.github.com/users/romainfrancois/orgs", #> "repos_url": "https://api.github.com/users/romainfrancois/repos", #> "events_url": "https://api.github.com/users/romainfrancois/events{/privacy}", #> "received_events_url": "https://api.github.com/users/romainfrancois/received_events", #> "type": "User", #> "site_admin": false #> } #> ], #> "milestone": {}, #> "comments": 17, #> "created_at": "2017-02-25T16:35:23Z", #> "updated_at": "2020-01-27T10:43:38Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "https://github.com/hadley/rlang/pull/43 will provide a lossless symbol → string → symbol roundtrip by converting all `\"<U+xxxx>\"` sequences in symbols *and* names to UTF-8. (If a symbol or name contains such a sequence, it is always interpreted as the corresponding UTF-8 codepoint.) To be consistent with this, dplyr only needs to:\r\n\r\n- [ ] use `rlang::names2()`, or the equivalent C entry point, when querying column names\r\n- [ ] always return UTF-8 column names" #> }, #> { #> "url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240", #> "repository_url": "https://api.github.com/repos/tidyverse/dplyr", #> "labels_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/labels{/name}", #> "comments_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/comments", #> "events_url": "https://api.github.com/repos/tidyverse/dplyr/issues/2240/events", #> "html_url": "https://github.com/tidyverse/dplyr/issues/2240", #> "id": 187933032, #> "node_id": "MDU6SXNzdWUxODc5MzMwMzI=", #> "number": 2240, #> "title": "join_by(): Syntax for generic joins", #> "user": { #> "login": "krlmlr", #> "id": 1741643, #> "node_id": "MDQ6VXNlcjE3NDE2NDM=", #> "avatar_url": "https://avatars0.githubusercontent.com/u/1741643?v=4", #> "gravatar_id": "", #> "url": "https://api.github.com/users/krlmlr", #> "html_url": "https://github.com/krlmlr", #> "followers_url": "https://api.github.com/users/krlmlr/followers", #> "following_url": "https://api.github.com/users/krlmlr/following{/other_user}", #> "gists_url": "https://api.github.com/users/krlmlr/gists{/gist_id}", #> "starred_url": "https://api.github.com/users/krlmlr/starred{/owner}{/repo}", #> "subscriptions_url": "https://api.github.com/users/krlmlr/subscriptions", #> "organizations_url": "https://api.github.com/users/krlmlr/orgs", #> "repos_url": "https://api.github.com/users/krlmlr/repos", #> "events_url": "https://api.github.com/users/krlmlr/events{/privacy}", #> "received_events_url": "https://api.github.com/users/krlmlr/received_events", #> "type": "User", #> "site_admin": false #> }, #> "labels": [ #> { #> "id": 17708200, #> "node_id": "MDU6TGFiZWwxNzcwODIwMA==", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/feature", #> "name": "feature", #> "color": "B4C3AE", #> "default": false, #> "description": "a feature request or enhancement" #> }, #> { #> "id": 1257707950, #> "node_id": "MDU6TGFiZWwxMjU3NzA3OTUw", #> "url": "https://api.github.com/repos/tidyverse/dplyr/labels/join%20:twisted_rightwards_arrows:", #> "name": "join :twisted_rightwards_arrows:", #> "color": "eeeeee", #> "default": false, #> "description": "Related to joins" #> } #> ], #> "state": "open", #> "locked": false, #> "assignee": {}, #> "assignees": [], #> "milestone": {}, #> "comments": 11, #> "created_at": "2016-11-08T08:46:46Z", #> "updated_at": "2019-12-11T20:00:57Z", #> "closed_at": {}, #> "author_association": "MEMBER", #> "body": "https://github.com/hadley/dplyr/issues/557#issuecomment-53483154 and https://github.com/hadley/dplyr/issues/378#issuecomment-212609049 propose a syntax for generic and rolling joins:\r\n\r\n```r\r\nleft_join( \r\n FundMonths, Returns, \r\n join_by(FundID == FundID, yearmonth > gmonth + 3, yearmonth <= gmonth + 15)\r\n)\r\n\r\nleft_join( \r\n events, days,\r\n join_by(collector_id == collector_id, event_timestamp >= largest(day))\r\n)\r\n```\r\n\r\nAs usual, this should be powered by an SE version `join_by_()`.\r\n\r\nWe can pass this to the SQL engine (and perhaps to data tables) with relatively little work, the main challenge will be to implement this for data frames." #> } #> ] #> > users <- gh("/users", .limit = 50) #> > length(users) #> [1] 50if (FALSE) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Access developer preview of Licenses API (in preview as of 2015-09-24) gh("/licenses") # used to error code 415 gh("/licenses", .accept = "application/vnd.github.drax-preview+json") }) # examplesIf if (FALSE) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Access Github Enterprise API ## Use GITHUB_API_URL environment variable to change the default. gh("/user/repos", type = "public", .api_url = "https://github.foobar.edu/api/v3") }) # examplesIf if (FALSE) (if (getRversion() >= "3.4") withAutoprint else force)({ # examplesIf ## Use I() to force body part to be sent as an array, even if length 1 ## This works whether assignees has length 1 or > 1 assignees <- "gh_user" assignees <- c("gh_user1", "gh_user2") gh("PATCH /repos/OWNER/REPO/issues/1", assignees = I(assignees)) }) # examplesIf