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GitStats

lifecycle R-CMD-check Codecov test coverage

With GitStats you can pull git data in a uniform way (table format) from GitHub and GitLab. For the time-being you can get data on:

Installation

From CRAN:

install.packages("GitStats")

From GitHub:

devtools::install_github("r-world-devs/GitStats")

Examples:

Setup your GitStats:

library(GitStats)

git_stats <- create_gitstats() |>
  set_gitlab_host(
    repos = "mbtests/gitstatstesting"
  ) |>
  set_github_host(
    orgs = "r-world-devs",
    repos = "openpharma/DataFakeR"
  )

Get commits:

commits <- git_stats |>
  get_commits(
    since = "2022-01-01"
  )

commits
#> # A tibble: 2,178 × 11
#>    id    committed_date      author author_login author_name additions deletions
#>    <chr> <dttm>              <chr>  <chr>        <chr>           <int>     <int>
#>  1 7f48… 2024-09-10 11:12:59 Macie… maciekbanas  Maciej Ban…         0         0
#>  2 9c66… 2024-09-10 10:35:37 Macie… maciekbanas  Maciej Ban…         0         0
#>  3 fca2… 2024-09-10 10:31:24 Macie… maciekbanas  Maciej Ban…         0         0
#>  4 e8f2… 2023-03-30 14:15:33 Macie… maciekbanas  Maciej Ban…         1         0
#>  5 7e87… 2023-02-10 09:48:55 Macie… maciekbanas  Maciej Ban…         1         1
#>  6 62c4… 2023-02-10 09:17:24 Macie… maciekbanas  Maciej Ban…         2        87
#>  7 55cf… 2023-02-10 09:07:54 Macie… maciekbanas  Maciej Ban…        92         0
#>  8 C_kw… 2023-05-08 09:43:31 Kryst… krystian8207 Krystian I…        18         0
#>  9 C_kw… 2023-04-28 12:30:40 Kamil… <NA>         Kamil Kozi…        18         0
#> 10 C_kw… 2023-03-01 15:05:10 Kryst… krystian8207 Krystian I…       296       153
#> # ℹ 2,168 more rows
#> # ℹ 4 more variables: repository <chr>, organization <chr>, repo_url <chr>,
#> #   api_url <glue>

commits |>
  get_commits_stats(
    time_aggregation = "month",
    group_var = author
  )
#> # A tibble: 228 × 4
#>    stats_date          githost author             stats
#>    <dttm>              <chr>   <chr>              <int>
#>  1 2022-01-01 00:00:00 github  Admin_mschuemi         1
#>  2 2022-01-01 00:00:00 github  Gowtham Rao            5
#>  3 2022-01-01 00:00:00 github  Krystian Igras         1
#>  4 2022-01-01 00:00:00 github  Martijn Schuemie       1
#>  5 2022-02-01 00:00:00 github  Hadley Wickham         3
#>  6 2022-02-01 00:00:00 github  Martijn Schuemie       2
#>  7 2022-02-01 00:00:00 github  Maximilian Girlich    13
#>  8 2022-02-01 00:00:00 github  Reijo Sund             1
#>  9 2022-02-01 00:00:00 github  eitsupi                1
#> 10 2022-03-01 00:00:00 github  Maximilian Girlich    14
#> # ℹ 218 more rows

Get repositories:

git_stats |>
  get_repos(
    with_code = "shiny",
    add_contributors = FALSE
  )
#> # A tibble: 6 × 16
#>   repo_id   repo_name          organization fullname   platform repo_url api_url
#>   <chr>     <chr>              <chr>        <chr>      <chr>    <chr>    <chr>  
#> 1 627452680 hypothesis         r-world-devs r-world-d… github   https:/… https:…
#> 2 604718884 shinyTimelines     r-world-devs r-world-d… github   https:/… https:…
#> 3 495151911 shinyCohortBuilder r-world-devs r-world-d… github   https:/… https:…
#> 4 495144469 cohortBuilder      r-world-devs r-world-d… github   https:/… https:…
#> 5 884789327 GitAI              r-world-devs r-world-d… github   https:/… https:…
#> 6 586903986 GitStats           r-world-devs r-world-d… github   https:/… https:…
#> # ℹ 9 more variables: created_at <dttm>, last_activity_at <dttm>,
#> #   last_activity <drtn>, default_branch <chr>, stars <int>, forks <int>,
#> #   languages <chr>, issues_open <int>, issues_closed <int>

Get files:

git_stats |>
  get_files(
    pattern = "\\.md",
    depth = 2L
  )
#> # A tibble: 51 × 8
#>    repo_name      repo_id organization file_path file_content file_size repo_url
#>    <chr>          <chr>   <chr>        <chr>     <chr>            <int> <chr>   
#>  1 GitStats Test… gid://… mbtests      README.md "# GitStats…       122 https:/…
#>  2 shinyGizmo     R_kgDO… r-world-devs NEWS.md   "# shinyGiz…      2186 https:/…
#>  3 shinyGizmo     R_kgDO… r-world-devs README.md "\n# shinyG…      2337 https:/…
#>  4 shinyGizmo     R_kgDO… r-world-devs cran-com… "## Test en…      1700 https:/…
#>  5 cohortBuilder  R_kgDO… r-world-devs NEWS.md   "# cohortBu…       917 https:/…
#>  6 cohortBuilder  R_kgDO… r-world-devs README.md "\n# cohort…     15828 https:/…
#>  7 shinyCohortBu… R_kgDO… r-world-devs NEWS.md   "# shinyCoh…      2018 https:/…
#>  8 shinyCohortBu… R_kgDO… r-world-devs README.md "\n# shinyC…      3355 https:/…
#>  9 cohortBuilder… R_kgDO… r-world-devs README.md "\n# cohort…      3472 https:/…
#> 10 GitStats       R_kgDO… r-world-devs LICENSE.… "# MIT Lice…      1075 https:/…
#> # ℹ 41 more rows
#> # ℹ 1 more variable: api_url <chr>

Get package usage:

git_stats |>
  get_R_package_usage(
    packages = c("shiny", "purrr"),
    split_output = TRUE
  )
#> $shiny
#> # A tibble: 5 × 11
#>   package package_usage   repo_id   repo_fullname       repo_name default_branch
#>   <chr>   <chr>           <chr>     <chr>               <chr>     <chr>         
#> 1 shiny   import          495144469 r-world-devs/cohor… cohortBu… dev           
#> 2 shiny   import, library 495151911 r-world-devs/shiny… shinyCoh… dev           
#> 3 shiny   import, library 604718884 r-world-devs/shiny… shinyTim… master        
#> 4 shiny   import, library 884789327 r-world-devs/GitAI  GitAI     main          
#> 5 shiny   import, library 627452680 r-world-devs/hypot… hypothes… master        
#> # ℹ 5 more variables: created_at <dttm>, organization <chr>, repo_url <chr>,
#> #   api_url <chr>, platform <chr>
#> 
#> $purrr
#> # A tibble: 6 × 11
#>   package package_usage repo_id   repo_fullname         repo_name default_branch
#>   <chr>   <chr>         <chr>     <chr>                 <chr>     <chr>         
#> 1 purrr   import        495144469 r-world-devs/cohortB… cohortBu… dev           
#> 2 purrr   import        495151911 r-world-devs/shinyCo… shinyCoh… dev           
#> 3 purrr   import        586903986 r-world-devs/GitStats GitStats  master        
#> 4 purrr   import        884789327 r-world-devs/GitAI    GitAI     main          
#> 5 purrr   import        627452680 r-world-devs/hypothe… hypothes… master        
#> 6 purrr   import        402384343 openpharma/DataFakeR  DataFakeR master        
#> # ℹ 5 more variables: created_at <dttm>, organization <chr>, repo_url <chr>,
#> #   api_url <chr>, platform <chr>
#> 
#> attr(,"class")
#> [1] "R_package_usage" "list"           
#> attr(,"packages")
#> [1] "shiny" "purrr"
#> attr(,"only_loading")
#> [1] FALSE

Print GitStats to see what it stores:

git_stats
#> A GitStats object for 2 hosts: 
#> Hosts: https://gitlab.com/api/v4, https://api.github.com
#> Scanning scope: 
#>  Organizations: [1] r-world-devs
#>  Repositories: [2] mbtests/gitstatstesting, openpharma/DataFakeR
#> Storage: 
#>  Repositories: 6 
#>  Commits: 2178 [date range: 2022-01-01 - 2025-01-10]
#>  Files: 51 [file pattern: \.md]
#>  R_package_usage: 2 [packages: shiny, purrr]

Acknowledgement

Special thanks to James Black, Karolina Marcinkowska, Kamil Koziej, Matt Secrest, Krystian Igras, Kamil Wais, Adam Forys - for the support in the package development.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.