diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 8b81995..3227acd 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -7,9 +7,11 @@ on: branches: [ "main" ] jobs: - build: + test: runs-on: ubuntu-latest - + strategy: + matrix: + python-version: [ '3.9', '3.10', '3.11', '3.12' ] steps: - uses: actions/checkout@v3 - name: Install Poetry @@ -19,7 +21,7 @@ jobs: uses: snok/install-poetry@v1 - uses: actions/setup-python@v4 with: - python-version: '3.9' + python-version: ${{ matrix.python-version }} cache: 'poetry' - name: Install project if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' @@ -31,6 +33,23 @@ jobs: - name: Pytest run: | poetry run pytest + + docs: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - name: Install Poetry + with: + virtualenvs-create: true + virtualenvs-in-project: true + uses: snok/install-poetry@v1 + - uses: actions/setup-python@v4 + with: + python-version: '3.12' + cache: 'poetry' + - name: Install project + if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' + run: poetry install --with docs,dev --no-interaction - name: Build documentation run: | mkdir gh-pages diff --git a/Dockerfile b/Dockerfile index 52d7df5..c4348b3 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,4 +1,4 @@ -FROM python:3.10-slim +FROM python:3.12-slim WORKDIR /code @@ -25,7 +25,7 @@ ENV POETRY_HOME=/opt/poetry # install poetry into its own venv RUN python3 -m venv $POETRY_HOME && \ - $POETRY_HOME/bin/pip install poetry==1.7.1 + $POETRY_HOME/bin/pip install poetry==1.8.0 ENV VIRTUAL_ENV=/poetry-env \ PATH="/poetry-env/bin:$POETRY_HOME/bin:$PATH" @@ -39,6 +39,6 @@ USER $USERNAME COPY --chown=${USER_UID}:${USER_GID} pyproject.toml poetry.lock README.md /code/ COPY --chown=${USER_UID}:${USER_GID} starling/__init__.py /code/starling/__init__.py -RUN poetry install --with docs,dev +RUN poetry install --with docs,dev && poetry self add poetry-plugin-export COPY --chown=${USER_UID}:${USER_GID} . . diff --git a/README.md b/README.md index 11c0864..a70ba5c 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,8 @@ ![build](https://github.com/camlab-bioml/starling/actions/workflows/main.yml/badge.svg) ![](https://img.shields.io/badge/Python-3.9-blue) ![](https://img.shields.io/badge/Python-3.10-blue) +![](https://img.shields.io/badge/Python-3.11-blue) +![](https://img.shields.io/badge/Python-3.12-blue) STARLING is a probabilistic model for clustering cells measured with spatial expression assays (e.g. IMC, MIBI, etc...) while accounting for segmentation errors. diff --git a/poetry.lock b/poetry.lock index 34a8004..4b4d259 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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"types-requests", "types-setuptools", "types-six", "types-tabulate"] +dev = ["SciencePlots (>=2.0.0)", "bert-score (==0.3.13)", "dython (<=0.7.6)", "fairlearn", "fast-bss-eval (>=0.1.0)", "faster-coco-eval (>=1.3.3)", "gammatone (>1.0.0)", "huggingface-hub (<0.25)", "ipadic (>=1.0.0)", "jiwer (>=2.3.0)", "kornia (>=0.6.7)", "lpips (<=0.1.4)", "matplotlib (>=3.3.0)", "mecab-ko (>=1.0.0)", "mecab-ko-dic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "mir-eval (>=0.6)", "monai (==1.3.2)", "mypy (==1.11.0)", "netcal (>1.0.0)", "nltk (>=3.6)", "numpy (<2.1.0)", "pandas (>1.0.0)", "pandas (>=1.4.0)", "pesq (>=0.0.4)", "piq (<=0.8.0)", "pycocotools (>2.0.0)", "pystoi (>=0.3.0)", "pytorch-msssim (==1.0.0)", "regex (>=2021.9.24)", "rouge-score (>0.1.0)", "sacrebleu (>=2.3.0)", "scikit-image (>=0.19.0)", "scipy (>1.0.0)", "sentencepiece (>=0.2.0)", "sewar (>=0.4.4)", "statsmodels (>0.13.5)", "torch (==2.3.1)", "torch-complex (<0.5.0)", "torch-fidelity (<=0.4.0)", "torchaudio (>=0.10.0)", "torchvision (>=0.8)", "tqdm (>=4.41.0)", "transformers (>4.4.0)", "transformers (>=4.42.3)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] image = ["scipy (>1.0.0)", "torch-fidelity (<=0.4.0)", "torchvision (>=0.8)"] -multimodal = ["piq (<=0.8.0)", "transformers (>=4.10.0)"] +multimodal = ["piq (<=0.8.0)", "transformers (>=4.42.3)"] text = ["ipadic (>=1.0.0)", "mecab-python3 (>=1.0.6)", "nltk (>=3.6)", "regex (>=2021.9.24)", "sentencepiece (>=0.2.0)", "tqdm (>=4.41.0)", "transformers (>4.4.0)"] -typing = ["mypy (==1.9.0)", "torch (==2.3.0)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] +typing = ["mypy (==1.11.0)", "torch (==2.3.1)", "types-PyYAML", "types-emoji", "types-protobuf", "types-requests", "types-setuptools", "types-six", "types-tabulate"] visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.3.0)"] [[package]] @@ -4471,13 +4522,13 @@ files = [ [[package]] name = "tqdm" -version = "4.66.4" +version = "4.66.5" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" files = [ - {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"}, - {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"}, + {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"}, + {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"}, ] [package.dependencies] @@ -4799,13 +4850,13 @@ multidict = ">=4.0" [[package]] name = "zipp" -version = "3.19.2" +version = "3.20.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"}, - {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"}, + {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"}, + {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"}, ] [package.extras] @@ -4814,5 +4865,5 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", [metadata] lock-version = "2.0" -python-versions = ">= 3.9, < 3.11" -content-hash = "78380f8f6b3d0f82d6ee40c00804542f88b7fc45f0a2ea15091a9b7557d8f23a" +python-versions = ">= 3.9, < 3.13" +content-hash = "e1a6ffd72d2d7124a20d852de1bab0149fb7334baba3ae705ac0c49119679f53" diff --git a/pyproject.toml b/pyproject.toml index 2a48f79..f37372a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,7 +1,7 @@ [tool.poetry] name = "biostarling" packages = [{ include = "starling" }] -version = "0.1.3" +version = "0.1.4" description = "Segmentation error aware clustering single-cell spatial expression data" repository = "https://github.com/camlab-bioml/starling" authors = ["Jett (Yuju) Lee "] @@ -10,17 +10,21 @@ keywords = ["imaging cytometry classifier single-cell"] classifiers = [ "Intended Audience :: Science/Research", "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", ] license = "See License.txt" [tool.poetry.dependencies] -python = ">= 3.9, < 3.11" +python = ">= 3.9, < 3.13" phenograph = "^1.5.7" flowsom = "^0.1.1" numpy = "^1.26" -torch = "^2.4.0" +pandas = ">= 0.23.0" pytorch-lightning = "^2.3.3" scanpy = "^1.10.2" +torch = "^2.4.0" [tool.poetry.group.dev] optional = true diff --git a/requirements.txt b/requirements.txt index d874ef8..2ff666f 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,68 +1,86 @@ -aiohttp==3.9.1 ; python_version >= "3.9" and python_version < "4.0" -aiosignal==1.3.1 ; python_version >= "3.9" and python_version < "4.0" -anndata==0.10.4 ; python_version >= "3.9" and python_version < "4.0" -array-api-compat==1.4 ; python_version >= "3.9" and python_version < "4.0" +aiohappyeyeballs==2.3.5 ; python_version >= "3.9" and python_version < "3.13" +aiohttp==3.10.3 ; python_version >= "3.9" and python_version < "3.13" +aiosignal==1.3.1 ; python_version >= "3.9" and python_version < "3.13" +anndata==0.10.8 ; python_version >= "3.9" and python_version < "3.13" +array-api-compat==1.8 ; python_version >= "3.9" and python_version < "3.13" async-timeout==4.0.3 ; python_version >= "3.9" and python_version < "3.11" -attrs==23.2.0 ; python_version >= "3.9" and python_version < "4.0" -certifi==2023.11.17 ; python_version >= "3.9" and python_version < "4.0" -charset-normalizer==3.3.2 ; python_version >= "3.9" and python_version < "4.0" -colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and platform_system == "Windows" -contourpy==1.2.0 ; python_version >= "3.9" and python_version < "4.0" -cycler==0.12.1 ; python_version >= "3.9" and python_version < "4.0" -decorator==5.1.1 ; python_version >= "3.9" and python_version < "4.0" -exceptiongroup==1.2.0 ; python_version >= "3.9" and python_version < "3.11" -fcsparser==0.2.8 ; python_version >= "3.9" and python_version < "4.0" -flowcytometrytools==0.5.1 ; python_version >= "3.9" and python_version < "4.0" -flowsom==0.1.1 ; python_version >= "3.9" and python_version < "4.0" -fonttools==4.47.2 ; python_version >= "3.9" and python_version < "4.0" -frozenlist==1.4.1 ; python_version >= "3.9" and python_version < "4.0" -fsspec[http]==2023.12.2 ; python_version >= "3.9" and python_version < "4.0" -h5py==3.10.0 ; python_version >= "3.9" and python_version < "4.0" -idna==3.6 ; python_version >= "3.9" and python_version < "4.0" -igraph==0.10.8 ; python_version >= "3.9" and python_version < "4.0" -importlib-resources==6.1.1 ; python_version >= "3.9" and python_version < "3.10" -joblib==1.3.2 ; python_version >= "3.9" and python_version < "4.0" -kiwisolver==1.4.5 ; python_version >= "3.9" and python_version < "4.0" -leidenalg==0.10.1 ; python_version >= "3.9" and python_version < "4.0" -lightning-utilities==0.10.0 ; python_version >= "3.9" and python_version < "4.0" -llvmlite==0.41.1 ; python_version >= "3.9" and python_version < "4.0" -matplotlib==3.8.2 ; python_version >= "3.9" and python_version < "4.0" -minisom==2.3.1 ; python_version >= "3.9" and python_version < "4.0" -multidict==6.0.4 ; python_version >= "3.9" and python_version < "4.0" -natsort==8.4.0 ; python_version >= "3.9" and python_version < "4.0" -networkx==3.2.1 ; python_version >= "3.9" and python_version < "4.0" -numba==0.58.1 ; python_version >= "3.9" and python_version < "4.0" -numpy==1.26.3 ; python_version >= "3.9" and python_version < "4.0" -packaging==23.2 ; python_version >= "3.9" and python_version < "4.0" -pandas==2.1.4 ; python_version >= "3.9" and python_version < "4.0" -patsy==0.5.6 ; python_version >= "3.9" and python_version < "4.0" -phenograph==1.5.7 ; python_version >= "3.9" and python_version < "4.0" -pillow==10.2.0 ; python_version >= "3.9" and python_version < "4.0" -psutil==5.9.7 ; python_version >= "3.9" and python_version < "4.0" -pynndescent==0.5.11 ; python_version >= "3.9" and python_version < "4.0" -pyparsing==3.1.1 ; python_version >= "3.9" and python_version < "4.0" -python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0" -pytorch-lightning==2.1.0 ; python_version >= "3.9" and python_version < "4.0" -pytz==2023.3.post1 ; python_version >= "3.9" and python_version < "4.0" -pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0" -requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0" -scanpy==1.9.5 ; python_version >= "3.9" and python_version < "4.0" -scikit-learn==1.4.0 ; python_version >= "3.9" and python_version < "4.0" -scipy==1.11.4 ; python_version >= "3.9" and python_version < "4.0" -seaborn==0.13.1 ; python_version >= "3.9" and python_version < "4.0" -session-info==1.0.0 ; python_version >= "3.9" and python_version < "4.0" -setuptools==69.0.3 ; python_version >= "3.9" and python_version < "4.0" -six==1.16.0 ; python_version >= "3.9" and python_version < "4.0" -statsmodels==0.14.1 ; python_version >= "3.9" and python_version < "4.0" -stdlib-list==0.10.0 ; python_version >= "3.9" and python_version < "4.0" -texttable==1.7.0 ; python_version >= "3.9" and python_version < "4.0" -threadpoolctl==3.2.0 ; python_version >= "3.9" and python_version < "4.0" -torch==1.12.1 ; python_version >= "3.9" and python_version < "4.0" -torchmetrics==1.3.0.post0 ; python_version >= "3.9" and python_version < "4.0" -tqdm==4.66.1 ; python_version >= "3.9" and python_version < "4.0" -typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0" -tzdata==2023.4 ; python_version >= "3.9" and python_version < "4.0" -umap-learn==0.5.5 ; python_version >= "3.9" and python_version < "4.0" -urllib3==2.1.0 ; python_version >= "3.9" and python_version < "4.0" -yarl==1.9.4 ; python_version >= "3.9" and python_version < "4.0" -zipp==3.17.0 ; python_version >= "3.9" and python_version < "3.10" +attrs==24.2.0 ; python_version >= "3.9" and python_version < "3.13" +colorama==0.4.6 ; python_version >= "3.9" and python_version < "3.13" and platform_system == "Windows" +contourpy==1.2.1 ; python_version >= "3.9" and python_version < "3.13" +cycler==0.12.1 ; python_version >= "3.9" and python_version < "3.13" +decorator==5.1.1 ; python_version >= "3.9" and python_version < "3.13" +exceptiongroup==1.2.2 ; python_version >= "3.9" and python_version < "3.11" +fcsparser==0.2.8 ; python_version >= "3.9" and python_version < "3.13" +filelock==3.15.4 ; python_version >= "3.9" and python_version < "3.13" +flowcytometrytools==0.5.1 ; python_version >= "3.9" and python_version < "3.13" +flowsom==0.1.1 ; python_version >= "3.9" and python_version < "3.13" +fonttools==4.53.1 ; python_version >= "3.9" and python_version < "3.13" +frozenlist==1.4.1 ; python_version >= "3.9" and python_version < "3.13" +fsspec==2024.6.1 ; python_version >= "3.9" and python_version < "3.13" +fsspec[http]==2024.6.1 ; python_version >= "3.9" and python_version < "3.13" +get-annotations==0.1.2 ; python_version >= "3.9" and python_version < "3.10" +h5py==3.11.0 ; python_version >= "3.9" and python_version < "3.13" +idna==3.7 ; python_version >= "3.9" and python_version < "3.13" +igraph==0.11.6 ; python_version >= "3.9" and python_version < "3.13" +importlib-resources==6.4.0 ; python_version >= "3.9" and python_version < "3.10" +jinja2==3.1.4 ; python_version >= "3.9" and python_version < "3.13" +joblib==1.4.2 ; python_version >= "3.9" and python_version < "3.13" +kiwisolver==1.4.5 ; python_version >= "3.9" and python_version < "3.13" +legacy-api-wrap==1.4 ; python_version >= "3.9" and python_version < "3.13" +leidenalg==0.10.2 ; python_version >= "3.9" and python_version < "3.13" +lightning-utilities==0.11.6 ; python_version >= "3.9" and python_version < "3.13" +llvmlite==0.43.0 ; python_version >= "3.9" and python_version < "3.13" +markupsafe==2.1.5 ; python_version >= "3.9" and python_version < "3.13" +matplotlib==3.9.1.post1 ; python_version >= "3.9" and python_version < "3.13" +minisom==2.3.2 ; python_version >= "3.9" and python_version < "3.13" +mpmath==1.3.0 ; python_version >= "3.9" and python_version < "3.13" +multidict==6.0.5 ; python_version >= "3.9" and python_version < "3.13" +natsort==8.4.0 ; python_version >= "3.9" and python_version < "3.13" +networkx==3.2.1 ; python_version >= "3.9" and python_version < "3.13" +numba==0.60.0 ; python_version >= "3.9" and python_version < "3.13" +numpy==1.26.4 ; python_version >= "3.9" and python_version < "3.13" +nvidia-cublas-cu12==12.1.3.1 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cuda-cupti-cu12==12.1.105 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cuda-nvrtc-cu12==12.1.105 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cuda-runtime-cu12==12.1.105 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cudnn-cu12==9.1.0.70 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cufft-cu12==11.0.2.54 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-curand-cu12==10.3.2.106 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cusolver-cu12==11.4.5.107 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-cusparse-cu12==12.1.0.106 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-nccl-cu12==2.20.5 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-nvjitlink-cu12==12.6.20 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +nvidia-nvtx-cu12==12.1.105 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version >= "3.9" and python_version < "3.13" +packaging==24.1 ; python_version >= "3.9" and python_version < "3.13" +pandas==2.2.2 ; python_version >= "3.9" and python_version < "3.13" +patsy==0.5.6 ; python_version >= "3.9" and python_version < "3.13" +phenograph==1.5.7 ; python_version >= "3.9" and python_version < "3.13" +pillow==10.4.0 ; python_version >= "3.9" and python_version < "3.13" +psutil==6.0.0 ; python_version >= "3.9" and python_version < "3.13" +pynndescent==0.5.13 ; python_version >= "3.9" and python_version < "3.13" +pyparsing==3.1.2 ; python_version >= "3.9" and python_version < "3.13" +python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "3.13" +pytorch-lightning==2.4.0 ; python_version >= "3.9" and python_version < "3.13" +pytz==2024.1 ; python_version >= "3.9" and python_version < "3.13" +pyyaml==6.0.2 ; python_version >= "3.9" and python_version < "3.13" +scanpy==1.10.2 ; python_version >= "3.9" and python_version < "3.13" +scikit-learn==1.5.1 ; python_version >= "3.9" and python_version < "3.13" +scipy==1.13.1 ; python_version >= "3.9" and python_version < "3.13" +seaborn==0.13.2 ; python_version >= "3.9" and python_version < "3.13" +session-info==1.0.0 ; python_version >= "3.9" and python_version < "3.13" +setuptools==72.1.0 ; python_version >= "3.9" and python_version < "3.13" +six==1.16.0 ; python_version >= "3.9" and python_version < "3.13" +statsmodels==0.14.2 ; python_version >= "3.9" and python_version < "3.13" +stdlib-list==0.10.0 ; python_version >= "3.9" and python_version < "3.13" +sympy==1.13.2 ; python_version >= "3.9" and python_version < "3.13" +texttable==1.7.0 ; python_version >= "3.9" and python_version < "3.13" +threadpoolctl==3.5.0 ; python_version >= "3.9" and python_version < "3.13" +torch==2.4.0 ; python_version >= "3.9" and python_version < "3.13" +torchmetrics==1.4.1 ; python_version >= "3.9" and python_version < "3.13" +tqdm==4.66.5 ; python_version >= "3.9" and python_version < "3.13" +triton==3.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version < "3.13" and python_version >= "3.9" +typing-extensions==4.12.2 ; python_version >= "3.9" and python_version < "3.13" +tzdata==2024.1 ; python_version >= "3.9" and python_version < "3.13" +umap-learn==0.5.6 ; python_version >= "3.9" and python_version < "3.13" +yarl==1.9.4 ; python_version >= "3.9" and python_version < "3.13" +zipp==3.20.0 ; python_version >= "3.9" and python_version < "3.10" diff --git a/starling/utility.py b/starling/utility.py index b86c988..6bb449d 100644 --- a/starling/utility.py +++ b/starling/utility.py @@ -9,6 +9,8 @@ import scanpy.external as sce import torch +# patch outdated flowsom dependencies +pd.DataFrame.as_matrix = pd.DataFrame.to_numpy collections.MutableMapping = abc.MutableMapping from flowsom import flowsom from scanpy import AnnData @@ -107,7 +109,7 @@ def init_clustering( elif initial_clustering_method == "FS": ## needs to output to csv first # ofn = OPATH + "fs_" + ONAME + ".csv" - pd.DataFrame(X).to_csv("fs.csv") + pd.DataFrame(adata.X).to_csv("fs.csv") fsom = flowsom("fs.csv", if_fcs=False, if_drop=True, drop_col=["Unnamed: 0"]) fsom.som_mapping( diff --git a/tests/test_utility.py b/tests/test_utility.py index f2c522d..2b8d180 100644 --- a/tests/test_utility.py +++ b/tests/test_utility.py @@ -35,6 +35,12 @@ def test_init_clustering_pg(simple_adata): assert_annotated(initialized, k) +def test_init_clustering_fs(simple_adata): + k = 2 + initialized = init_clustering("FS", simple_adata, k) + assert_annotated(initialized, k) + + def test_init_clustering_user(simple_adata): k = 3 initialized = init_clustering(