diff --git a/.github/workflows/test-snake.yml b/.github/workflows/test-snake.yml new file mode 100644 index 0000000..daf5cb5 --- /dev/null +++ b/.github/workflows/test-snake.yml @@ -0,0 +1,47 @@ +name: Snakemake CI + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + fail-fast: true + matrix: + python-version: ["3.11.2"] + poetry-version: ["1.8.3"] + + steps: + - uses: actions/checkout@v3 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + cache: "pip" + + - uses: mamba-org/setup-micromamba@v1 + with: + micromamba-version: '1.5.6-0' + environment-file: environment.yml + init-shell: >- + bash + cache-environment: true + post-cleanup: 'all' + + - name: Install dependencies + run: | + pip install -e . + + - name: Snakemake Linting + run: | + snakemake --lint -s workflow/Snakefile + + - name: Snakemake Testing + run: | + snakemake --cores 1 --snakefile workflow/Snakefile --directory .test --verbose + + \ No newline at end of file diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 4357180..f263953 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -1,7 +1,7 @@ # This pipeline checks whether the package # installs properly, passes unit tests and whether # the code formatting is right. -name: build +name: CI/CD on: push: diff --git a/.gitignore b/.gitignore index 36a2f5d..102a0cd 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,16 @@ +# Local file system .DS_Store -poetry.lock + +# IDE .vscode/ + +# Poetry +poetry.lock + +# Byte-compiled / optimized / DLL files __pycache__/ -*.pyc \ No newline at end of file +*.pyc + +# Snakemake +workflow/.snakemake + .snakemake/ \ No newline at end of file diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 815b090..afc344e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -27,4 +27,19 @@ repos: entry: poetry run pyright language: node pass_filenames: true - types: [python] \ No newline at end of file + types: [python] + - repo: local + hooks: + - id: snakemake-lint + name: Snakemake Lint + entry: bash -c 'cd workflow && snakemake --lint' + language: system + files: (Snakefile|\.smk$) + pass_filenames: false + + - id: snakemake-dryrun + name: Snakemake Dry Run + entry: bash -c 'cd workflow && snakemake --lint' + language: system + files: (Snakefile|\.smk$) + pass_filenames: false \ No newline at end of file diff --git a/README.md b/README.md index 752866e..e42f816 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ [![Project Status: WIP – This project is currently under active development.](https://www.repostatus.org/badges/latest/wip.svg)](https://www.repostatus.org/#wip) -[![build](https://github.com/gordonkoehn/UsefulGnom/actions/workflows/test.yml/badge.svg)](https://github.com/gordonkoehn/UsefulGnom/actions/workflows/test.yml) +[![CI/CD](https://github.com/gordonkoehn/UsefulGnom/actions/workflows/test.yml/badge.svg)](https://github.com/gordonkoehn/UsefulGnom/actions/workflows/test.yml) +![Snakemake CI](https://github.com/gordonkoehn/UsefulGnom/actions/workflows/test-snake.yml/badge.svg?branch=coverage-smk-tests) [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/charliermarsh/ruff) [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) diff --git a/config/README.md b/config/README.md new file mode 100644 index 0000000..a164055 --- /dev/null +++ b/config/README.md @@ -0,0 +1 @@ +This directory contains the Snakemake config file as well as ruls specific config files of input and output files. \ No newline at end of file diff --git a/config/config.yaml b/config/config.yaml new file mode 100644 index 0000000..4e563d4 --- /dev/null +++ b/config/config.yaml @@ -0,0 +1,2 @@ +# some placeholder values +root: . \ No newline at end of file diff --git a/config/smk_testing_config.yaml b/config/smk_testing_config.yaml new file mode 100644 index 0000000..ec88b50 --- /dev/null +++ b/config/smk_testing_config.yaml @@ -0,0 +1,3 @@ +orderbook: "data/AMZN_2012-06-21_34200000_57600000_message_1.csv" +statistics: "results/statistics.csv" +interval: 5 # interval in minutes \ No newline at end of file diff --git a/environment.yml b/environment.yml index 38349a7..96f161c 100644 --- a/environment.yml +++ b/environment.yml @@ -7,6 +7,11 @@ channels: - conda-forge - defaults dependencies: - - python=3.11.2 - snakemake=8.18.2 - - poetry=1.8.3 \ No newline at end of file + - poetry=1.8.3 + - matplotlib=3.9.2 + - pandas=2.2.2 + - seaborn=0.13.2 + - pip + - pip: + - -e . \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 7c7ba56..6f922ce 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,11 +13,12 @@ matplotlib = "^3.9.2" seaborn = "^0.13.2" pandas-stubs = "^2.2.2.240807" click = "^8.1.7" +snakemake = "^8.20.4" [tool.poetry.group.dev.dependencies] pytest = "^7.2.1" ruff = "^0.0.253" -black = "^23.1.0" +black = "^24.8.0" pytest-cov = "^4.0.0" pytest-xdist = "^3.2.0" pre-commit = "^3.1.0" diff --git a/src/usefulgnom/analyze/basecnt_coverage.py b/src/usefulgnom/analyze/basecnt_coverage.py index d81d2f1..932db75 100644 --- a/src/usefulgnom/analyze/basecnt_coverage.py +++ b/src/usefulgnom/analyze/basecnt_coverage.py @@ -1,4 +1,5 @@ -"""Implements the read coverage analysis. +""" + Implements the read coverage analysis. Credits: - core code: @AugusteRi (arimaite@ethz.ch) diff --git a/src/usefulgnom/serialize/basecnt_coverage.py b/src/usefulgnom/serialize/basecnt_coverage.py index 52967ae..e07b4be 100644 --- a/src/usefulgnom/serialize/basecnt_coverage.py +++ b/src/usefulgnom/serialize/basecnt_coverage.py @@ -1,16 +1,17 @@ -"""Implements loading and converting the base nucleotide coverage data. - -e.g.: of base nucleotide coverage file - bascnt.tsv: - -sample B3_25_2024_08_11/20240823_2346503305 \ -B3_25_2024_08_11/20240823_2346503305 B3_25_2024_08_11/20240823_2346503305 \ -B3_25_2024_08_11/20240823_2346503305 B3_25_2024_08_11/20240823_2346503305 -nt A C G T - -ref pos -NC_045512.2 1 0 0 0 0 0 -NC_045512.2 2 0 0 0 0 0 -NC_045512.2 3 0 0 0 0 0 -NC_045512.2 4 0 0 0 0 0 +""" + Implements loading and converting the base nucleotide coverage data. + + e.g.: of base nucleotide coverage file - bascnt.tsv: + + sample B3_25_2024_08_11/20240823_2346503305 + B3_25_2024_08_11/20240823_2346503305 B3_25_2024_08_11/20240823_2346503305 + B3_25_2024_08_11/20240823_2346503305 B3_25_2024_08_11/20240823_2346503305 + nt A C G T - + ref pos + NC_045512.2 1 0 0 0 0 0 + NC_045512.2 2 0 0 0 0 0 + NC_045512.2 3 0 0 0 0 0 + NC_045512.2 4 0 0 0 0 0 """ diff --git a/workflow/.tests/integrations/AMZN_2012-06-21_34200000_57600000_message_1.csv b/workflow/.tests/integrations/AMZN_2012-06-21_34200000_57600000_message_1.csv new file mode 100644 index 0000000..6f5963e --- /dev/null +++ b/workflow/.tests/integrations/AMZN_2012-06-21_34200000_57600000_message_1.csv @@ -0,0 +1,57515 @@ +34200.017459617,5,0,1,2238200,-1 +34200.18960767,1,11885113,21,2238100,1 +34200.190226476,4,11885113,21,2238100,1 +34200.190226476,4,11534792,26,2237500,1 +34200.372779672,5,0,100,2238400,-1 +34200.375671205,5,0,100,2238400,-1 +34200.383971366,5,0,100,2238600,-1 +34200.38581571,5,0,100,2238600,-1 +34200.387205153,5,0,100,2239200,-1 +34200.388463172,5,0,100,2239300,-1 +34200.39141294,4,14585251,100,2239500,-1 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a/workflow/.tests/unit/common.py b/workflow/.tests/unit/common.py new file mode 100644 index 0000000..58d6954 --- /dev/null +++ b/workflow/.tests/unit/common.py @@ -0,0 +1,76 @@ +""" +Common code for unit testing of rules generated with Snakemake 8.18.2. +""" + +from pathlib import Path +import subprocess as sp +import os + +import sys + + +class OutputChecker: + """ + Check the output of a Snakemake rule. + """ + + def __init__(self, data_path, expected_path, workdir): + """ + Initialize the output checker. + """ + self.data_path = data_path + self.expected_path = expected_path + self.workdir = workdir + + def check(self): + """ + Check the output of the rule. + """ + input_files = set( + (Path(path) / f).relative_to(self.data_path) + for path, subdirs, files in os.walk(self.data_path) + for f in files + ) + print("Input files: ", file=sys.stderr) + print(input_files, file=sys.stderr) + + expected_files = set( + (Path(path) / f).relative_to(self.expected_path) + for path, subdirs, files in os.walk(self.expected_path) + for f in files + ) + + print("Expected files: ", file=sys.stderr) + print(expected_files, file=sys.stderr) + + unexpected_files = set() + for path, subdirs, files in os.walk(self.workdir): + for f in files: + print("File: ", file=sys.stderr) + print(f, file=sys.stderr) + + f = (Path(path) / f).relative_to(self.workdir) + if str(f).startswith(".snakemake"): + continue + if f in expected_files: + print("Comparing files: ", file=sys.stderr) + print(f, file=sys.stderr) + + self.compare_files(self.workdir / f, self.expected_path / f) + elif f in input_files: + # ignore input files + pass + else: + unexpected_files.add(f) + if unexpected_files: + raise ValueError( + "Unexpected files:\n{}".format( + "\n".join(sorted(map(str, unexpected_files))) + ) + ) + + def compare_files(self, generated_file, expected_file): + """ + Compare the generated file with the expected file. + """ + sp.check_output(["cmp", generated_file, expected_file]) diff --git 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+57139.331186942494,83.52196954912752,57000.095549767,57299.614867407,2.6075601374570447,1.497112497826119,1,5,245662416.9773196,88502399.1447967,0,280565963,187.45567010309279,448.72003269051106,1,2700,2208204.70790378,1715.076012781085,2205500,2211200,-0.12714776632302405,0.9922248156302954,-1,1 diff --git a/workflow/.tests/unit/test_make_price_data.py b/workflow/.tests/unit/test_make_price_data.py new file mode 100644 index 0000000..d422005 --- /dev/null +++ b/workflow/.tests/unit/test_make_price_data.py @@ -0,0 +1,74 @@ +import os +import sys +import subprocess as sp +from tempfile import TemporaryDirectory +import shutil +from pathlib import Path + +sys.path.insert(0, os.path.dirname(__file__)) + + +def test_make_price_data(): + with TemporaryDirectory() as tmpdir: + workdir = Path(tmpdir) / "workdir" + workdir.mkdir(exist_ok=True) + + # Create necessary subdirectories + (workdir / "config").mkdir(exist_ok=True) + (workdir / "data").mkdir(exist_ok=True) + (workdir / "results").mkdir(exist_ok=True) + + # Define paths + mock_data_path = Path( + "workflow/.tests/integrations/AMZN_2012-06-21_34200000_57600000_message_1.csv" + ) + expected_path = Path("workflow/.tests/unit/make_price_data/expected") + config_path = Path("config/smk_testing_config.yaml") + + # Copy config to the temporary workdir + shutil.copy(config_path, workdir / "config" / "smk_testing_config.yaml") + + # Copy mock data to the temporary workdir + shutil.copy(mock_data_path, workdir / "data" / mock_data_path.name) + + # Run the test job + + sp.check_output( + [ + "snakemake", + "--snakefile", + "workflow/rules/smk_testing.smk", + "--configfile", + str(workdir / "config" / "smk_testing_config.yaml"), + "--config", + f"orderbook={workdir}/data/AMZN_2012-06-21_34200000_57600000_message_1.csv", + f"statistics={workdir}/results/statistics.csv", + "--directory", + str(workdir), + "--cores", + "1", + "--forceall", + ] + ) + + # Check the output + assert (workdir / "results" / "statistics.csv").exists() + + # Compare output with expected result + result = sp.run( + [ + "diff", + str(workdir / "results" / "statistics.csv"), + str(expected_path / "statistics.csv"), + ], + capture_output=True, + text=True, + ) + + assert result.returncode == 0, f"Files are different:\n{result.stdout}" + + +### Main +if __name__ == "__main__": + test_make_price_data() + print("Test passed!") diff --git a/workflows/README.md b/workflow/README.md similarity index 96% rename from workflows/README.md rename to workflow/README.md index 5ba1807..afb67b9 100644 --- a/workflows/README.md +++ b/workflow/README.md @@ -7,6 +7,8 @@ Implements workflows to test and evaluate **UsefulGnom** using [snakemake](https ## Usage +All rules shall be run from the root directory. + ### Base / Total Coverage Depth, Frequncy Matrix, Mutation Statistics Before running any rules, set the desired **Enrionmental Variables** in `base_coverage.smk` diff --git a/workflow/Snakefile b/workflow/Snakefile new file mode 100644 index 0000000..432cc82 --- /dev/null +++ b/workflow/Snakefile @@ -0,0 +1,14 @@ +"""Snakemake file defining the workflows""" + +configfile: "../config/config.yaml" + +include: "rules/base_coverage.smk" +include: "rules/smk_testing.smk" +include: "rules/amplicon_cov.smk" + +conda: + "../environment.yml" + +rule all: + input: + "../results/statistics.csv" \ No newline at end of file diff --git a/workflow/Snakemake/common.py b/workflow/Snakemake/common.py new file mode 100644 index 0000000..2467529 --- /dev/null +++ b/workflow/Snakemake/common.py @@ -0,0 +1,61 @@ +""" +Common code for unit testing of rules generated with Snakemake 8.18.2. +""" + +from pathlib import Path +import subprocess as sp +import os + + +class OutputChecker: + """ + Check the output of a Snakemake rule. + """ + + def __init__(self, data_path, expected_path, workdir): + """ + Initialize the output checker. + """ + self.data_path = data_path + self.expected_path = expected_path + self.workdir = workdir + + def check(self): + """ + Check the output of the rule. + """ + input_files = set( + (Path(path) / f).relative_to(self.data_path) + for path, subdirs, files in os.walk(self.data_path) + for f in files + ) + expected_files = set( + (Path(path) / f).relative_to(self.expected_path) + for path, subdirs, files in os.walk(self.expected_path) + for f in files + ) + unexpected_files = set() + for path, subdirs, files in os.walk(self.workdir): + for f in files: + f = (Path(path) / f).relative_to(self.workdir) + if str(f).startswith(".snakemake"): + continue + if f in expected_files: + self.compare_files(self.workdir / f, self.expected_path / f) + elif f in input_files: + # ignore input files + pass + else: + unexpected_files.add(f) + if unexpected_files: + raise ValueError( + "Unexpected files:\n{}".format( + "\n".join(sorted(map(str, unexpected_files))) + ) + ) + + def compare_files(self, generated_file, expected_file): + """ + Compare two files. + """ + sp.check_output(["cmp", generated_file, expected_file]) diff --git a/workflows/amplicon_cov.smk b/workflow/rules/amplicon_cov.smk similarity index 100% rename from workflows/amplicon_cov.smk rename to workflow/rules/amplicon_cov.smk diff --git a/workflows/base_coverage.smk b/workflow/rules/base_coverage.smk similarity index 95% rename from workflows/base_coverage.smk rename to workflow/rules/base_coverage.smk index 16282b0..ba3d6a8 100644 --- a/workflows/base_coverage.smk +++ b/workflow/rules/base_coverage.smk @@ -97,10 +97,10 @@ rule mutation_statistics: location = "{location}", enddate = "{enddate}" output: - heatmap = OUTDIR + "{location}/heatmapC23039G_G22599C_{location}_{enddate}.pdf", - lineplot = OUTDIR + "{location}/lineplotC23039G_G22599C_{location}_{enddate}.pdf", + heatmap = OUTDIR + "{location}/heatmap_{location}_{enddate}.pdf", + lineplot = OUTDIR + "{location}/lineplot_{location}_{enddate}.pdf", frequency_data_matrix = OUTDIR + "{location}/frequency_data_matrix_{location}_{enddate}.csv", - mutations_statistics = OUTDIR + "{location}/mutations_statistics_C23039G_G22599C_{location}_{enddate}.csv" + mutations_statistics = OUTDIR + "{location}/mutations_statistics__{location}_{enddate}.csv" run: logging.info("Running mutation_statistics") # Median frequency with IQR @@ -284,8 +284,8 @@ rule mutation_statistics_Zürich_2024_07_03: """ Run mutation_statistics for Zürich on and enddate 2024-07-03 """ input: - OUTDIR + "Zürich (ZH)/lineplotC23039G_G22599C_Zürich (ZH)_2024-07-03.pdf", - OUTDIR + "Zürich (ZH)/heatmapC23039G_G22599C_Zürich (ZH)_2024-07-03.pdf", + OUTDIR + "Zürich (ZH)/lineplot_Zürich (ZH)_2024-07-03.pdf", + OUTDIR + "Zürich (ZH)/heatmap_Zürich (ZH)_2024-07-03.pdf", OUTDIR + "Zürich (ZH)/frequency_data_matrix_Zürich (ZH)_2024-07-03.csv", - OUTDIR + "Zürich (ZH)/mutations_statistics_C23039G_G22599C_Zürich (ZH)_2024-07-03.csv" + OUTDIR + "Zürich (ZH)/mutations_statistics__Zürich (ZH)_2024-07-03.csv" diff --git a/workflow/rules/smk_testing.smk b/workflow/rules/smk_testing.smk new file mode 100644 index 0000000..f2e4825 --- /dev/null +++ b/workflow/rules/smk_testing.smk @@ -0,0 +1,29 @@ +import pandas as pd +import logging +from datetime import datetime, timedelta + +# Use the specific config file for this test +configfile: "../config/smk_testing_config.yaml" + +rule make_price_data: + input: + orderbook = config["orderbook"] + output: + statistics = config["statistics"] + params: + interval = config["interval"] + run: + # Read the data + data = pd.read_csv(input.orderbook) + # assign the columns + data.columns = ["Time", "Type", "Order ID", "Size", "Price", "Direction"] + # get start time and end time of the data + start_time = data["Time"].min() + end_time = data["Time"].max() + # choose bounds for the intervals in seconds based on the config + interval_seconds = params.interval * 60 # convert minutes to seconds + bounds = range(int(start_time), int(end_time) + 1, interval_seconds) + statistics = data.groupby(pd.cut(data["Time"], bins=bounds)).agg(["mean", "std", "min", "max"]) + + # save the statistics + statistics.to_csv(output.statistics, index=False) \ No newline at end of file diff --git a/workflows/Snakefile b/workflows/Snakefile deleted file mode 100644 index c3cfc4f..0000000 --- a/workflows/Snakefile +++ /dev/null @@ -1,4 +0,0 @@ -"""Snakemake file defining the workflows""" - -include: "base_coverage.smk" -include: "amplicon_cov.smk" \ No newline at end of file