mirror of
https://github.com/msberends/AMR.git
synced 2025-01-30 23:44:39 +01:00
(v2.1.1.9131) implement testthat
This commit is contained in:
parent
92166c16e8
commit
f03933940c
@ -55,31 +55,34 @@ jobs:
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# current development version, check all major OSes:
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# current development version, check all major OSes:
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- {os: macOS-latest, r: 'devel', allowfail: false}
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- {os: macOS-latest, r: 'devel', allowfail: false}
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- {os: windows-latest, r: 'devel', allowfail: false}
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- {os: windows-latest, r: 'devel', allowfail: false}
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- {os: ubuntu-latest, r: 'devel', allowfail: false}
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- {os: ubuntu-latest, r: 'devel', allowfail: false, http-user-agent: 'release'}
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# current 'release' version, check all major OSes:
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# current 'release' version, check all major OSes:
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- {os: macOS-latest, r: 'release', allowfail: false}
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- {os: macOS-latest, r: 'release', allowfail: false}
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- {os: windows-latest, r: 'release', allowfail: false}
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- {os: windows-latest, r: 'release', allowfail: false}
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- {os: ubuntu-latest, r: 'release', allowfail: false}
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- {os: ubuntu-latest, r: 'release', allowfail: false}
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# older versions (see also check-old.yaml for even older versions):
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# older versions (see also check-old-tinytest.yaml for even older versions):
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- {os: ubuntu-latest, r: '4.3', allowfail: false}
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- {os: ubuntu-latest, r: '4.3', allowfail: false}
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- {os: ubuntu-latest, r: '4.2', allowfail: false}
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- {os: ubuntu-latest, r: '4.2', allowfail: false}
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- {os: ubuntu-latest, r: '4.1', allowfail: false}
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- {os: ubuntu-latest, r: '4.1', allowfail: false}
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- {os: ubuntu-latest, r: '4.0', allowfail: false} # when a new R releases, this one has to move to check-old.yaml
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- {os: ubuntu-latest, r: '4.0', allowfail: false}
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- {os: ubuntu-latest, r: '3.6', allowfail: false}
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# when testthat loses support for a version, move it to check-old-tinytest.yaml
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env:
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env:
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GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
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GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
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R_KEEP_PKG_SOURCE: yes
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R_KEEP_PKG_SOURCE: yes
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steps:
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steps:
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- uses: actions/checkout@v3
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- uses: actions/checkout@v4
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- uses: r-lib/actions/setup-pandoc@v2
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- uses: r-lib/actions/setup-pandoc@v2
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- uses: r-lib/actions/setup-r@v2
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- uses: r-lib/actions/setup-r@v2
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with:
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with:
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r-version: ${{ matrix.config.r }}
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r-version: ${{ matrix.config.r }}
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http-user-agent: ${{ matrix.config.http-user-agent }}
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# use RStudio Package Manager to quickly install packages
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# use RStudio Package Manager to quickly install packages
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use-public-rspm: true
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use-public-rspm: true
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@ -87,17 +90,9 @@ jobs:
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with:
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with:
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extra-packages: any::rcmdcheck
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extra-packages: any::rcmdcheck
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needs: check
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needs: check
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upgrade: 'TRUE'
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- uses: r-lib/actions/check-r-package@v2
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- uses: r-lib/actions/check-r-package@v2
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env:
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with:
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_R_CHECK_LENGTH_1_CONDITION_: verbose
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upload-snapshots: true
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_R_CHECK_LENGTH_1_LOGIC2_: verbose
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build_args: 'c("--no-manual","--compact-vignettes=gs+qpdf")'
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# during 'R CMD check', R_LIBS_USER will be overwritten, so:
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R_LIBS_USER_GH_ACTIONS: ${{ env.R_LIBS_USER }}
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R_RUN_TINYTEST: true
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- name: Show tinytest output
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if: always()
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run: |
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find . -name 'tinytest.Rout*' -exec cat '{}' \; || true
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shell: bash
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@ -110,6 +110,9 @@ jobs:
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# this is a required value to run the unit tests:
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# this is a required value to run the unit tests:
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R_RUN_TINYTEST: true
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R_RUN_TINYTEST: true
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run: |
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run: |
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mv tests/testthat inst/
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rm tests/testthat.R
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mv tests/tinytest.R.old tests/tinytest.R
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cd ..
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cd ..
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R CMD build AMR
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R CMD build AMR
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R CMD check --as-cran --no-manual --run-donttest AMR_*.tar.gz
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R CMD check --as-cran --no-manual --run-donttest AMR_*.tar.gz
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1
.github/workflows/publish-to-pypi.yml
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1
.github/workflows/publish-to-pypi.yml
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@ -39,7 +39,6 @@ jobs:
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runs-on: ubuntu-latest
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runs-on: ubuntu-latest
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steps:
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steps:
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- name: Checkout code
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- name: Checkout code
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uses: actions/checkout@v3
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uses: actions/checkout@v3
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@ -1,5 +1,5 @@
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Package: AMR
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Package: AMR
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Version: 2.1.1.9129
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Version: 2.1.1.9131
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Date: 2025-01-27
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Date: 2025-01-27
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Title: Antimicrobial Resistance Data Analysis
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Title: Antimicrobial Resistance Data Analysis
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Description: Functions to simplify and standardise antimicrobial resistance (AMR)
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Description: Functions to simplify and standardise antimicrobial resistance (AMR)
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2
NEWS.md
2
NEWS.md
@ -1,4 +1,4 @@
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# AMR 2.1.1.9129
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# AMR 2.1.1.9131
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*(this beta version will eventually become v3.0. We're happy to reach a new major milestone soon, which will be all about the new One Health support! Install this beta using [the instructions here](https://msberends.github.io/AMR/#latest-development-version).)*
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*(this beta version will eventually become v3.0. We're happy to reach a new major milestone soon, which will be all about the new One Health support! Install this beta using [the instructions here](https://msberends.github.io/AMR/#latest-development-version).)*
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@ -1,6 +1,6 @@
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Metadata-Version: 2.2
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Metadata-Version: 2.2
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Name: AMR
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Name: AMR
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Version: 2.1.1.9129
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Version: 2.1.1.9131
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Summary: A Python wrapper for the AMR R package
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Summary: A Python wrapper for the AMR R package
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Home-page: https://github.com/msberends/AMR
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Home-page: https://github.com/msberends/AMR
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Author: Matthijs Berends
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Author: Matthijs Berends
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@ -2,7 +2,7 @@ from setuptools import setup, find_packages
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setup(
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setup(
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name='AMR',
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name='AMR',
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version='2.1.1.9129',
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version='2.1.1.9131',
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packages=find_packages(),
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packages=find_packages(),
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install_requires=[
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install_requires=[
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'rpy2',
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'rpy2',
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@ -244,7 +244,7 @@ ggplot_pca <- function(x,
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g <- g + ggplot2::geom_path(
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g <- g + ggplot2::geom_path(
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data = ell,
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data = ell,
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ggplot2::aes(colour = groups, group = groups),
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ggplot2::aes(colour = groups, group = groups),
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size = ellipse_size,
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linewidth = ellipse_size,
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alpha = points_alpha
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alpha = points_alpha
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)
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)
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}
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}
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@ -212,7 +212,6 @@ ggplot_sir <- function(data,
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meet_criteria(x.title, allow_class = "character", has_length = 1, allow_NULL = TRUE)
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meet_criteria(x.title, allow_class = "character", has_length = 1, allow_NULL = TRUE)
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meet_criteria(y.title, allow_class = "character", has_length = 1, allow_NULL = TRUE)
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meet_criteria(y.title, allow_class = "character", has_length = 1, allow_NULL = TRUE)
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# we work with aes_string later on
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x_deparse <- deparse(substitute(x))
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x_deparse <- deparse(substitute(x))
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if (x_deparse != "x") {
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if (x_deparse != "x") {
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x <- x_deparse
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x <- x_deparse
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@ -310,7 +309,6 @@ geom_sir <- function(position = NULL,
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position <- ggplot2::position_fill(vjust = 0.5, reverse = TRUE)
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position <- ggplot2::position_fill(vjust = 0.5, reverse = TRUE)
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}
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}
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# we work with aes_string later on
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x_deparse <- deparse(substitute(x))
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x_deparse <- deparse(substitute(x))
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if (x_deparse != "x") {
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if (x_deparse != "x") {
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x <- x_deparse
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x <- x_deparse
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@ -335,7 +333,7 @@ geom_sir <- function(position = NULL,
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combine_SI = combine_SI
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combine_SI = combine_SI
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)
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)
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},
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},
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mapping = ggplot2::aes_string(x = x, y = y, fill = fill),
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mapping = utils::modifyList(ggplot2::aes(), list(x = str2lang(x), y = str2lang(y), fill = str2lang(fill))),
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position = position,
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position = position,
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...
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...
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)
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)
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@ -956,7 +956,6 @@ facet_sir <- function(facet = c("interpretation", "antibiotic"), nrow = NULL) {
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meet_criteria(facet, allow_class = "character", has_length = 1)
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meet_criteria(facet, allow_class = "character", has_length = 1)
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meet_criteria(nrow, allow_class = c("numeric", "integer"), has_length = 1, allow_NULL = TRUE, is_positive = TRUE, is_finite = TRUE)
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meet_criteria(nrow, allow_class = c("numeric", "integer"), has_length = 1, allow_NULL = TRUE, is_positive = TRUE, is_finite = TRUE)
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# we work with aes_string later on
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facet_deparse <- deparse(substitute(facet))
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facet_deparse <- deparse(substitute(facet))
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if (facet_deparse != "facet") {
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if (facet_deparse != "facet") {
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facet <- facet_deparse
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facet <- facet_deparse
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@ -1107,13 +1106,10 @@ labels_sir_count <- function(position = NULL,
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if (identical(position, "fill")) {
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if (identical(position, "fill")) {
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position <- ggplot2::position_fill(vjust = 0.5, reverse = TRUE)
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position <- ggplot2::position_fill(vjust = 0.5, reverse = TRUE)
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}
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}
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x_name <- x
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x_name <- x
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ggplot2::geom_text(
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ggplot2::geom_text(
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mapping = ggplot2::aes_string(
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mapping = utils::modifyList(ggplot2::aes(), list(label = str2lang("lbl"), x = str2lang(x), y = str2lang("value"))),
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label = "lbl",
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x = x,
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y = "value"
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),
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position = position,
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position = position,
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inherit.aes = FALSE,
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inherit.aes = FALSE,
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size = datalabels.size,
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size = datalabels.size,
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@ -13,9 +13,12 @@ version="$1"
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output_file="data-raw/gpt_training_text_v${version}.txt"
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output_file="data-raw/gpt_training_text_v${version}.txt"
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# Clear the output file if it exists
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# Clear the output file if it exists
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echo "This files contains all context you must know about the AMR package for R." > "$output_file"
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echo "This knowledge base contains all context you must know about the AMR package for R. You are a GPT trained to be an assistant for the AMR package in R. You are an incredible R specialist, especially trained in this package and in the tidyverse." > "$output_file"
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echo "" >> "$output_file"
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echo "First and foremost, you are trained on version ${version}. Remember this whenever someone asks which AMR package version you’re at." >> "$output_file"
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echo "First and foremost, you are trained on version ${version}. Remember this whenever someone asks which AMR package version you’re at." >> "$output_file"
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echo "--------------------------------" >> "$output_file"
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echo "" >> "$output_file"
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echo "Below are the contents of the `NAMESPACE` file, the `index.md` file, and all the `man/*.Rd` files (documentation) in the package. Every file content is split using 100 hypens." >> "$output_file"
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echo "----------------------------------------------------------------------------------------------------" >> "$output_file"
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echo "" >> "$output_file"
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echo "" >> "$output_file"
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# Function to remove header block (delimited by # ======)
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# Function to remove header block (delimited by # ======)
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@ -23,8 +26,9 @@ remove_header() {
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sed '/# =\{6,\}/,/# =\{6,\}/d' "$1"
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sed '/# =\{6,\}/,/# =\{6,\}/d' "$1"
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}
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}
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# Process all .R files in the 'R' folder
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# # Process all .R files in the 'R' folder
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# for file in R/*.R; do
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# for file in R/*.R; do
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# echo "--------------------------------------------------" >> "$output_file"
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# echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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# echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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# echo -e "\n" >> "$output_file"
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# echo -e "\n" >> "$output_file"
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# remove_header "$file" >> "$output_file"
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# remove_header "$file" >> "$output_file"
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@ -34,6 +38,7 @@ remove_header() {
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# Process important metadata files (DESCRIPTION, NAMESPACE, index.md)
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# Process important metadata files (DESCRIPTION, NAMESPACE, index.md)
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for file in NAMESPACE index.md; do
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for file in NAMESPACE index.md; do
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if [[ -f $file ]]; then
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if [[ -f $file ]]; then
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echo "----------------------------------------------------------------------------------------------------" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo -e "\n" >> "$output_file"
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echo -e "\n" >> "$output_file"
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cat "$file" >> "$output_file"
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cat "$file" >> "$output_file"
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@ -43,6 +48,7 @@ done
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# Process all .Rd files from the 'man' folder
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# Process all .Rd files from the 'man' folder
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for file in man/*.Rd; do
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for file in man/*.Rd; do
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echo "----------------------------------------------------------------------------------------------------" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo -e "\n" >> "$output_file"
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echo -e "\n" >> "$output_file"
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remove_header "$file" >> "$output_file"
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remove_header "$file" >> "$output_file"
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@ -51,19 +57,20 @@ done
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# Process all .Rmd files in the 'vignettes' folder
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# Process all .Rmd files in the 'vignettes' folder
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for file in vignettes/*.Rmd; do
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for file in vignettes/*.Rmd; do
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echo "----------------------------------------------------------------------------------------------------" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo "THE PART HEREAFTER CONTAINS CONTENTS FROM FILE '$file':" >> "$output_file"
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echo -e "\n" >> "$output_file"
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echo -e "\n" >> "$output_file"
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remove_header "$file" >> "$output_file"
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remove_header "$file" >> "$output_file"
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echo -e "\n\n" >> "$output_file"
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echo -e "\n\n" >> "$output_file"
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done
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done
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# Process all .Rmd files in the 'vignettes' folder
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# Process README.md
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echo "THE PART HEREAFTER CONTAINS THE README OF OUR PYTHON PACKAGE" >> "$output_file"
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# echo "THE PART HEREAFTER CONTAINS THE README OF OUR PYTHON PACKAGE" >> "$output_file"
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echo -e "\n" >> "$output_file"
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# echo -e "\n" >> "$output_file"
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for file in PythonPackage/AMR/README.md; do
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# for file in PythonPackage/AMR/README.md; do
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remove_header "$file" >> "$output_file"
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# remove_header "$file" >> "$output_file"
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echo -e "\n\n" >> "$output_file"
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# echo -e "\n\n" >> "$output_file"
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done
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# done
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# Process test files (if available) in the 'tests' folder
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# Process test files (if available) in the 'tests' folder
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# for file in tests/*.R; do
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# for file in tests/*.R; do
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@ -1,7 +1,11 @@
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This files contains all context you must know about the AMR package for R.
|
This knowledge base contains all context you must know about the AMR package for R. You are a GPT trained to be an assistant for the AMR package in R. You are an incredible R specialist, especially trained in this package and in the tidyverse.
|
||||||
First and foremost, you are trained on version 2.1.1.9129. Remember this whenever someone asks which AMR package version you’re at.
|
|
||||||
--------------------------------
|
|
||||||
|
|
||||||
|
First and foremost, you are trained on version 2.1.1.9131. Remember this whenever someone asks which AMR package version you’re at.
|
||||||
|
|
||||||
|
Below are the contents of the file, the file, and all the files (documentation) in the package. Every file content is split using 100 hypens.
|
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|
----------------------------------------------------------------------------------------------------
|
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|
|
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|
----------------------------------------------------------------------------------------------------
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THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'NAMESPACE':
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THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'NAMESPACE':
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@ -371,6 +375,7 @@ importFrom(stats,var)
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----------------------------------------------------------------------------------------------------
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THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'index.md':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'index.md':
|
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|
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@ -688,6 +693,7 @@ This R package is free, open-source software and licensed under the [GNU General
|
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----------------------------------------------------------------------------------------------------
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THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR-deprecated.Rd':
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THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR-deprecated.Rd':
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@ -710,6 +716,7 @@ These functions are so-called '\link{Deprecated}'. \strong{They will be removed
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|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR-options.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR-options.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -774,6 +781,7 @@ Now the team settings are configured in only one place, and can be maintained th
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/AMR.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -870,6 +878,7 @@ Other contributors:
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/WHOCC.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/WHOCC.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -901,6 +910,7 @@ ab_tradenames("flucloxacillin")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/WHONET.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/WHONET.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -957,6 +967,7 @@ WHONET
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ab_from_text.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ab_from_text.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1057,6 +1068,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ab_property.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ab_property.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1235,6 +1247,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/add_custom_antimicrobials.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/add_custom_antimicrobials.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1345,6 +1358,7 @@ x[, betalactams()]
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/add_custom_microorganisms.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/add_custom_microorganisms.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1464,6 +1478,7 @@ mo_gramstain(c("C. freundii complex", "C. braakii complex"))
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/age.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/age.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1518,6 +1533,7 @@ To split ages into groups, use the \code{\link[=age_groups]{age_groups()}} funct
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/age_groups.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/age_groups.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -1600,6 +1616,7 @@ To determine ages, based on one or more reference dates, use the \code{\link[=ag
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antibiogram.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antibiogram.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2002,6 +2019,7 @@ plot(ab2)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antibiotics.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antibiotics.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2096,6 +2114,7 @@ antivirals
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antimicrobial_class_selectors.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/antimicrobial_class_selectors.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2476,6 +2495,7 @@ if (require("data.table")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.ab.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.ab.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2587,6 +2607,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.av.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.av.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2683,6 +2704,7 @@ av_name("acicl")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.disk.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.disk.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2760,6 +2782,7 @@ as.sir(df, uti = TRUE)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.mic.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.mic.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -2901,6 +2924,7 @@ if (require("ggplot2")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.mo.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.mo.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3167,6 +3191,7 @@ The \code{\link[=mo_property]{mo_*}} functions (such as \code{\link[=mo_genus]{m
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.sir.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/as.sir.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3562,6 +3587,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/atc_online.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/atc_online.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3649,6 +3675,7 @@ if (requireNamespace("curl") && requireNamespace("rvest") && requireNamespace("x
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/av_from_text.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/av_from_text.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3712,6 +3739,7 @@ av_from_text("28/03/2020 valaciclovir po tid", type = "admin")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/av_property.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/av_property.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3835,6 +3863,7 @@ av_name("J05AB01")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/availability.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/availability.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3874,6 +3903,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/bug_drug_combinations.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/bug_drug_combinations.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -3960,6 +3990,7 @@ bug_drug_combinations(example_isolates,
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/clinical_breakpoints.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/clinical_breakpoints.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4038,6 +4069,7 @@ clinical_breakpoints
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/count.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/count.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4241,6 +4273,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/custom_eucast_rules.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/custom_eucast_rules.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4395,6 +4428,7 @@ x2
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/dosage.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/dosage.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4434,6 +4468,7 @@ dosage
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/eucast_rules.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/eucast_rules.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4588,6 +4623,7 @@ eucast_dosage(c("tobra", "genta", "cipro"), "iv", version_breakpoints = 10)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/example_isolates.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/example_isolates.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4625,6 +4661,7 @@ example_isolates
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/example_isolates_unclean.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/example_isolates_unclean.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4660,6 +4697,7 @@ example_isolates_unclean
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/export_ncbi_biosample.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/export_ncbi_biosample.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4687,6 +4725,7 @@ Export Data Set as NCBI BioSample Antibiogram
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/first_isolate.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/first_isolate.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -4871,6 +4910,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/g.test.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/g.test.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5018,6 +5058,7 @@ g.test(x)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/get_episode.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/get_episode.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5217,6 +5258,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ggplot_pca.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ggplot_pca.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5354,6 +5396,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ggplot_sir.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/ggplot_sir.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5540,6 +5583,7 @@ if (require("ggplot2") && require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/guess_ab_col.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/guess_ab_col.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5594,6 +5638,7 @@ guess_ab_col(df, as.ab("augmentin"))
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/intrinsic_resistant.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/intrinsic_resistant.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5632,6 +5677,7 @@ intrinsic_resistant
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/italicise_taxonomy.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/italicise_taxonomy.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5670,6 +5716,7 @@ cat(italicise_taxonomy("An overview of S. aureus isolates", type = "ansi"))
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/join.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/join.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5750,6 +5797,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/key_antimicrobials.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/key_antimicrobials.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5889,6 +5937,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/kurtosis.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/kurtosis.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -5929,6 +5978,7 @@ kurtosis(rnorm(10000), excess = TRUE)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/like.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/like.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6013,6 +6063,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mdro.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mdro.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6251,6 +6302,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mean_amr_distance.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mean_amr_distance.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6349,6 +6401,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6459,6 +6512,7 @@ microorganisms
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.codes.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.codes.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6503,6 +6557,7 @@ mo_is_intrinsic_resistant("eco", ab = "vancomycin")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.groups.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/microorganisms.groups.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6543,6 +6598,7 @@ microorganisms.groups[microorganisms.groups$mo_group == "B_BCTRD_FRGL-C", ]
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_matching_score.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_matching_score.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6625,6 +6681,7 @@ mo_matching_score(
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_property.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_property.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -6991,6 +7048,7 @@ Data set \link{microorganisms}
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_source.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/mo_source.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7104,6 +7162,7 @@ If the original file (in the previous case an Excel file) is moved or deleted, t
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/pca.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/pca.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7199,6 +7258,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/plot.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/plot.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7464,6 +7524,7 @@ if (require("ggplot2")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/proportion.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/proportion.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7749,6 +7810,7 @@ if (require("dplyr")) {
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/random.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/random.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7808,6 +7870,7 @@ random_disk(25, "Streptococcus pneumoniae", "ampicillin") # range 12-27
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/resistance_predict.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/resistance_predict.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -7961,6 +8024,7 @@ Models: \code{\link[=lm]{lm()}} \code{\link[=glm]{glm()}}
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/skewness.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/skewness.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -8000,6 +8064,7 @@ skewness(runif(1000))
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/top_n_microorganisms.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/top_n_microorganisms.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -8050,6 +8115,7 @@ top_n_microorganisms(example_isolates,
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/translate.Rd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'man/translate.Rd':
|
||||||
|
|
||||||
|
|
||||||
@ -8135,6 +8201,7 @@ ab_name("amox/clav")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -8493,6 +8560,7 @@ our_data_1st %>%
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR_for_Python.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR_for_Python.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -8694,6 +8762,7 @@ Whether you're cleaning data or analysing resistance patterns, the `AMR` Python
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR_with_tidymodels.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/AMR_with_tidymodels.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -8883,6 +8952,7 @@ This workflow is extensible to other antibiotic classes and resistance patterns,
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/EUCAST.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/EUCAST.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -8989,6 +9059,7 @@ knitr::kable(eucast_rules(data), align = "lccccccc")
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/MDR.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/MDR.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9158,6 +9229,7 @@ freq(my_TB_data$mdr)
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/PCA.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/PCA.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9257,6 +9329,7 @@ ggplot_pca(pca_result, ellipse = TRUE) +
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/WHONET.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/WHONET.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9362,6 +9435,7 @@ tryCatch(
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/datasets.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/datasets.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9737,6 +9811,7 @@ microorganisms.codes %>%
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/resistance_predict.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/resistance_predict.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9874,6 +9949,7 @@ summary(model)$coefficients
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
----------------------------------------------------------------------------------------------------
|
||||||
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/welcome_to_AMR.Rmd':
|
THE PART HEREAFTER CONTAINS CONTENTS FROM FILE 'vignettes/welcome_to_AMR.Rmd':
|
||||||
|
|
||||||
|
|
||||||
@ -9946,204 +10022,3 @@ This AMR package for R is free, open-source software and licensed under the [GNU
|
|||||||
|
|
||||||
|
|
||||||
|
|
||||||
THE PART HEREAFTER CONTAINS THE README OF OUR PYTHON PACKAGE
|
|
||||||
|
|
||||||
|
|
||||||
---
|
|
||||||
title: "AMR for Python"
|
|
||||||
output:
|
|
||||||
rmarkdown::html_vignette:
|
|
||||||
toc: true
|
|
||||||
toc_depth: 3
|
|
||||||
vignette: >
|
|
||||||
%\VignetteIndexEntry{AMR for Python}
|
|
||||||
%\VignetteEncoding{UTF-8}
|
|
||||||
%\VignetteEngine{knitr::rmarkdown}
|
|
||||||
editor_options:
|
|
||||||
chunk_output_type: console
|
|
||||||
---
|
|
||||||
|
|
||||||
```{r setup, include = FALSE, results = 'markup'}
|
|
||||||
knitr::opts_chunk$set(
|
|
||||||
warning = FALSE,
|
|
||||||
collapse = TRUE,
|
|
||||||
comment = "#>",
|
|
||||||
fig.width = 7.5,
|
|
||||||
fig.height = 5
|
|
||||||
)
|
|
||||||
```
|
|
||||||
|
|
||||||
# Introduction
|
|
||||||
|
|
||||||
The `AMR` package for R is a powerful tool for antimicrobial resistance (AMR) analysis. It provides extensive features for handling microbial and antimicrobial data. However, for those who work primarily in Python, we now have a more intuitive option available: the [`AMR` Python Package Index](https://pypi.org/project/AMR/).
|
|
||||||
|
|
||||||
This Python package is a wrapper round the `AMR` R package. It uses the `rpy2` package internally. Despite the need to have R installed, Python users can now easily work with AMR data directly through Python code.
|
|
||||||
|
|
||||||
# Install
|
|
||||||
|
|
||||||
1. Since the Python package is available on the official [Python Package Index](https://pypi.org/project/AMR/), you can just run:
|
|
||||||
|
|
||||||
```bash
|
|
||||||
pip install AMR
|
|
||||||
```
|
|
||||||
|
|
||||||
2. Make sure you have R installed. There is **no need to install the `AMR` R package**, as it will be installed automatically.
|
|
||||||
|
|
||||||
For Linux:
|
|
||||||
|
|
||||||
```bash
|
|
||||||
# Ubuntu / Debian
|
|
||||||
sudo apt install r-base
|
|
||||||
# Fedora:
|
|
||||||
sudo dnf install R
|
|
||||||
# CentOS/RHEL
|
|
||||||
sudo yum install R
|
|
||||||
```
|
|
||||||
|
|
||||||
For macOS (using [Homebrew](https://brew.sh)):
|
|
||||||
|
|
||||||
```bash
|
|
||||||
brew install r
|
|
||||||
```
|
|
||||||
|
|
||||||
For Windows, visit the [CRAN download page](https://cran.r-project.org) to download and install R.
|
|
||||||
|
|
||||||
# Examples of Usage
|
|
||||||
|
|
||||||
## Cleaning Taxonomy
|
|
||||||
|
|
||||||
Here’s an example that demonstrates how to clean microorganism and drug names using the `AMR` Python package:
|
|
||||||
|
|
||||||
```python
|
|
||||||
import pandas as pd
|
|
||||||
import AMR
|
|
||||||
|
|
||||||
# Sample data
|
|
||||||
data = {
|
|
||||||
"MOs": ['E. coli', 'ESCCOL', 'esco', 'Esche coli'],
|
|
||||||
"Drug": ['Cipro', 'CIP', 'J01MA02', 'Ciproxin']
|
|
||||||
}
|
|
||||||
df = pd.DataFrame(data)
|
|
||||||
|
|
||||||
# Use AMR functions to clean microorganism and drug names
|
|
||||||
df['MO_clean'] = AMR.mo_name(df['MOs'])
|
|
||||||
df['Drug_clean'] = AMR.ab_name(df['Drug'])
|
|
||||||
|
|
||||||
# Display the results
|
|
||||||
print(df)
|
|
||||||
```
|
|
||||||
|
|
||||||
| MOs | Drug | MO_clean | Drug_clean |
|
|
||||||
|-------------|-----------|--------------------|---------------|
|
|
||||||
| E. coli | Cipro | Escherichia coli | Ciprofloxacin |
|
|
||||||
| ESCCOL | CIP | Escherichia coli | Ciprofloxacin |
|
|
||||||
| esco | J01MA02 | Escherichia coli | Ciprofloxacin |
|
|
||||||
| Esche coli | Ciproxin | Escherichia coli | Ciprofloxacin |
|
|
||||||
|
|
||||||
### Explanation
|
|
||||||
|
|
||||||
* **mo_name:** This function standardises microorganism names. Here, different variations of *Escherichia coli* (such as "E. coli", "ESCCOL", "esco", and "Esche coli") are all converted into the correct, standardised form, "Escherichia coli".
|
|
||||||
|
|
||||||
* **ab_name**: Similarly, this function standardises antimicrobial names. The different representations of ciprofloxacin (e.g., "Cipro", "CIP", "J01MA02", and "Ciproxin") are all converted to the standard name, "Ciprofloxacin".
|
|
||||||
|
|
||||||
## Calculating AMR
|
|
||||||
|
|
||||||
```python
|
|
||||||
import AMR
|
|
||||||
import pandas as pd
|
|
||||||
|
|
||||||
df = AMR.example_isolates
|
|
||||||
result = AMR.resistance(df["AMX"])
|
|
||||||
print(result)
|
|
||||||
```
|
|
||||||
|
|
||||||
```
|
|
||||||
[0.59555556]
|
|
||||||
```
|
|
||||||
|
|
||||||
## Generating Antibiograms
|
|
||||||
|
|
||||||
One of the core functions of the `AMR` package is generating an antibiogram, a table that summarises the antimicrobial susceptibility of bacterial isolates. Here’s how you can generate an antibiogram from Python:
|
|
||||||
|
|
||||||
```python
|
|
||||||
result2a = AMR.antibiogram(df[["mo", "AMX", "CIP", "TZP"]])
|
|
||||||
print(result2a)
|
|
||||||
```
|
|
||||||
|
|
||||||
| Pathogen | Amoxicillin | Ciprofloxacin | Piperacillin/tazobactam |
|
|
||||||
|-----------------|-----------------|-----------------|--------------------------|
|
|
||||||
| CoNS | 7% (10/142) | 73% (183/252) | 30% (10/33) |
|
|
||||||
| E. coli | 50% (196/392) | 88% (399/456) | 94% (393/416) |
|
|
||||||
| K. pneumoniae | 0% (0/58) | 96% (53/55) | 89% (47/53) |
|
|
||||||
| P. aeruginosa | 0% (0/30) | 100% (30/30) | None |
|
|
||||||
| P. mirabilis | None | 94% (34/36) | None |
|
|
||||||
| S. aureus | 6% (8/131) | 90% (171/191) | None |
|
|
||||||
| S. epidermidis | 1% (1/91) | 64% (87/136) | None |
|
|
||||||
| S. hominis | None | 80% (56/70) | None |
|
|
||||||
| S. pneumoniae | 100% (112/112) | None | 100% (112/112) |
|
|
||||||
|
|
||||||
|
|
||||||
```python
|
|
||||||
result2b = AMR.antibiogram(df[["mo", "AMX", "CIP", "TZP"]], mo_transform = "gramstain")
|
|
||||||
print(result2b)
|
|
||||||
```
|
|
||||||
|
|
||||||
| Pathogen | Amoxicillin | Ciprofloxacin | Piperacillin/tazobactam |
|
|
||||||
|----------------|-----------------|------------------|--------------------------|
|
|
||||||
| Gram-negative | 36% (226/631) | 91% (621/684) | 88% (565/641) |
|
|
||||||
| Gram-positive | 43% (305/703) | 77% (560/724) | 86% (296/345) |
|
|
||||||
|
|
||||||
|
|
||||||
In this example, we generate an antibiogram by selecting various antibiotics.
|
|
||||||
|
|
||||||
## Taxonomic Data Sets Now in Python!
|
|
||||||
|
|
||||||
As a Python user, you might like that the most important data sets of the `AMR` R package, `microorganisms`, `antibiotics`, `clinical_breakpoints`, and `example_isolates`, are now available as regular Python data frames:
|
|
||||||
|
|
||||||
```python
|
|
||||||
AMR.microorganisms
|
|
||||||
```
|
|
||||||
|
|
||||||
| mo | fullname | status | kingdom | gbif | gbif_parent | gbif_renamed_to | prevalence |
|
|
||||||
|--------------|------------------------------------|----------|----------|-----------|-------------|-----------------|------------|
|
|
||||||
| B_GRAMN | (unknown Gram-negatives) | unknown | Bacteria | None | None | None | 2.0 |
|
|
||||||
| B_GRAMP | (unknown Gram-positives) | unknown | Bacteria | None | None | None | 2.0 |
|
|
||||||
| B_ANAER-NEG | (unknown anaerobic Gram-negatives) | unknown | Bacteria | None | None | None | 2.0 |
|
|
||||||
| B_ANAER-POS | (unknown anaerobic Gram-positives) | unknown | Bacteria | None | None | None | 2.0 |
|
|
||||||
| B_ANAER | (unknown anaerobic bacteria) | unknown | Bacteria | None | None | None | 2.0 |
|
|
||||||
| ... | ... | ... | ... | ... | ... | ... | ... |
|
|
||||||
| B_ZYMMN_POMC | Zymomonas pomaceae | accepted | Bacteria | 10744418 | 3221412 | None | 2.0 |
|
|
||||||
| B_ZYMPH | Zymophilus | synonym | Bacteria | None | 9475166 | None | 2.0 |
|
|
||||||
| B_ZYMPH_PCVR | Zymophilus paucivorans | synonym | Bacteria | None | None | None | 2.0 |
|
|
||||||
| B_ZYMPH_RFFN | Zymophilus raffinosivorans | synonym | Bacteria | None | None | None | 2.0 |
|
|
||||||
| F_ZYZYG | Zyzygomyces | unknown | Fungi | None | 7581 | None | 2.0 |
|
|
||||||
|
|
||||||
```python
|
|
||||||
AMR.antibiotics
|
|
||||||
```
|
|
||||||
|
|
||||||
| ab | cid | name | group | oral_ddd | oral_units | iv_ddd | iv_units |
|
|
||||||
|-----|-------------|----------------------|----------------------------|----------|------------|--------|----------|
|
|
||||||
| AMA | 4649.0 | 4-aminosalicylic acid| Antimycobacterials | 12.00 | g | NaN | None |
|
|
||||||
| ACM | 6450012.0 | Acetylmidecamycin | Macrolides/lincosamides | NaN | None | NaN | None |
|
|
||||||
| ASP | 49787020.0 | Acetylspiramycin | Macrolides/lincosamides | NaN | None | NaN | None |
|
|
||||||
| ALS | 8954.0 | Aldesulfone sodium | Other antibacterials | 0.33 | g | NaN | None |
|
|
||||||
| AMK | 37768.0 | Amikacin | Aminoglycosides | NaN | None | 1.0 | g |
|
|
||||||
| ... | ... | ... | ... | ... | ... | ... | ... |
|
|
||||||
| VIR | 11979535.0 | Virginiamycine | Other antibacterials | NaN | None | NaN | None |
|
|
||||||
| VOR | 71616.0 | Voriconazole | Antifungals/antimycotics | 0.40 | g | 0.4 | g |
|
|
||||||
| XBR | 72144.0 | Xibornol | Other antibacterials | NaN | None | NaN | None |
|
|
||||||
| ZID | 77846445.0 | Zidebactam | Other antibacterials | NaN | None | NaN | None |
|
|
||||||
| ZFD | NaN | Zoliflodacin | None | NaN | None | NaN | None |
|
|
||||||
|
|
||||||
|
|
||||||
# Conclusion
|
|
||||||
|
|
||||||
With the `AMR` Python package, Python users can now effortlessly call R functions from the `AMR` R package. This eliminates the need for complex `rpy2` configurations and provides a clean, easy-to-use interface for antimicrobial resistance analysis. The examples provided above demonstrate how this can be applied to typical workflows, such as standardising microorganism and antimicrobial names or calculating resistance.
|
|
||||||
|
|
||||||
By just running `import AMR`, users can seamlessly integrate the robust features of the R `AMR` package into Python workflows.
|
|
||||||
|
|
||||||
Whether you're cleaning data or analysing resistance patterns, the `AMR` Python package makes it easy to work with AMR data in Python.
|
|
||||||
|
|
||||||
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|
||||||
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|
@ -2210,6 +2210,6 @@ devtools::load_all(".")
|
|||||||
|
|
||||||
# run the unit tests
|
# run the unit tests
|
||||||
Sys.setenv(NOT_CRAN = "true")
|
Sys.setenv(NOT_CRAN = "true")
|
||||||
testthat::test_file("inst/tests/testthat/test-data.R")
|
testthat::test_file("tests/testthat/test-data.R")
|
||||||
testthat::test_file("inst/tests/testthat/test-mo.R")
|
testthat::test_file("tests/testthat/test-mo.R")
|
||||||
testthat::test_file("inst/tests/testthat/test-mo_property.R")
|
testthat::test_file("tests/testthat/test-mo_property.R")
|
||||||
|
45
tests/testthat.R
Normal file
45
tests/testthat.R
Normal file
@ -0,0 +1,45 @@
|
|||||||
|
# ==================================================================== #
|
||||||
|
# TITLE: #
|
||||||
|
# AMR: An R Package for Working with Antimicrobial Resistance Data #
|
||||||
|
# #
|
||||||
|
# SOURCE CODE: #
|
||||||
|
# https://github.com/msberends/AMR #
|
||||||
|
# #
|
||||||
|
# PLEASE CITE THIS SOFTWARE AS: #
|
||||||
|
# Berends MS, Luz CF, Friedrich AW, et al. (2022). #
|
||||||
|
# AMR: An R Package for Working with Antimicrobial Resistance Data. #
|
||||||
|
# Journal of Statistical Software, 104(3), 1-31. #
|
||||||
|
# https://doi.org/10.18637/jss.v104.i03 #
|
||||||
|
# #
|
||||||
|
# Developed at the University of Groningen and the University Medical #
|
||||||
|
# Center Groningen in The Netherlands, in collaboration with many #
|
||||||
|
# colleagues from around the world, see our website. #
|
||||||
|
# #
|
||||||
|
# This R package is free software; you can freely use and distribute #
|
||||||
|
# it for both personal and commercial purposes under the terms of the #
|
||||||
|
# GNU General Public License version 2.0 (GNU GPL-2), as published by #
|
||||||
|
# the Free Software Foundation. #
|
||||||
|
# We created this package for both routine data analysis and academic #
|
||||||
|
# research and it was publicly released in the hope that it will be #
|
||||||
|
# useful, but it comes WITHOUT ANY WARRANTY OR LIABILITY. #
|
||||||
|
# #
|
||||||
|
# Visit our website for the full manual and a complete tutorial about #
|
||||||
|
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
|
||||||
|
# ==================================================================== #
|
||||||
|
|
||||||
|
library(testthat)
|
||||||
|
library(AMR)
|
||||||
|
|
||||||
|
# add functions from the tinytest package (which we use for older R versions)
|
||||||
|
expect_inherits <- function(x, y, ...) {
|
||||||
|
expect(inherits(x, y),
|
||||||
|
failure_message = paste0("object has class ", paste0(class(x), collapse = "/"),
|
||||||
|
", required is class ", paste0(y, collapse = "/")))
|
||||||
|
}
|
||||||
|
expect_stdout <- expect_output
|
||||||
|
if (getRversion() < "4.0.0") {
|
||||||
|
deparse1 <- AMR:::deparse1
|
||||||
|
}
|
||||||
|
|
||||||
|
# start unit tests
|
||||||
|
test_check("AMR")
|
@ -27,15 +27,6 @@
|
|||||||
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
|
# how to conduct AMR data analysis: https://msberends.github.io/AMR/ #
|
||||||
# ==================================================================== #
|
# ==================================================================== #
|
||||||
|
|
||||||
if (tryCatch(!is.function(expect_stout), error = function(e) TRUE)) {
|
|
||||||
expect_stout <<- testthat::expect_output
|
|
||||||
}
|
|
||||||
if (tryCatch(!is.function(expect_inherits), error = function(e) TRUE)) {
|
|
||||||
expect_inherits <<- function(x, y, ...) testthat::expect(inherits(x, y),
|
|
||||||
failure_message = paste0("Expected class ", paste(y, collapse = "/"),
|
|
||||||
", got class ", paste(class(x), collapse = "/")))
|
|
||||||
}
|
|
||||||
|
|
||||||
expect_equal(AMR:::percentage(0.25), "25%")
|
expect_equal(AMR:::percentage(0.25), "25%")
|
||||||
expect_equal(AMR:::percentage(0.5), "50%")
|
expect_equal(AMR:::percentage(0.5), "50%")
|
||||||
expect_equal(AMR:::percentage(0.500, digits = 1), "50.0%")
|
expect_equal(AMR:::percentage(0.500, digits = 1), "50.0%")
|
@ -70,7 +70,6 @@ call_functions <- c(
|
|||||||
"read_excel" = "readxl",
|
"read_excel" = "readxl",
|
||||||
# ggplot2
|
# ggplot2
|
||||||
"aes" = "ggplot2",
|
"aes" = "ggplot2",
|
||||||
"aes_string" = "ggplot2",
|
|
||||||
"arrow" = "ggplot2",
|
"arrow" = "ggplot2",
|
||||||
"autoplot" = "ggplot2",
|
"autoplot" = "ggplot2",
|
||||||
"element_blank" = "ggplot2",
|
"element_blank" = "ggplot2",
|
@ -29,9 +29,6 @@
|
|||||||
|
|
||||||
# we use {tinytest} for older R versions to allow unit testing in R >= 3.0.0.
|
# we use {tinytest} for older R versions to allow unit testing in R >= 3.0.0.
|
||||||
|
|
||||||
# use this to quickly use testtthat for more informative errors:
|
|
||||||
# testthat::test_dir("inst/tests")
|
|
||||||
|
|
||||||
# test only on GitHub Actions - not on CRAN as tests are lengthy
|
# test only on GitHub Actions - not on CRAN as tests are lengthy
|
||||||
if (identical(Sys.getenv("R_RUN_TINYTEST"), "true")) {
|
if (identical(Sys.getenv("R_RUN_TINYTEST"), "true")) {
|
||||||
# env var 'R_LIBS_USER' gets overwritten during 'R CMD check' in GitHub Actions, so:
|
# env var 'R_LIBS_USER' gets overwritten during 'R CMD check' in GitHub Actions, so:
|
||||||
@ -71,9 +68,9 @@ if (identical(Sys.getenv("R_RUN_TINYTEST"), "true")) {
|
|||||||
|
|
||||||
suppressMessages(
|
suppressMessages(
|
||||||
out <- test_package("AMR",
|
out <- test_package("AMR",
|
||||||
testdir = ifelse(dir.exists("inst/tests"),
|
testdir = ifelse(dir.exists("inst/testthat"),
|
||||||
"inst/tests",
|
"inst/testthat",
|
||||||
"tests"
|
"testthat"
|
||||||
),
|
),
|
||||||
verbose = FALSE,
|
verbose = FALSE,
|
||||||
color = FALSE
|
color = FALSE
|
Loading…
Reference in New Issue
Block a user