From c01ec71cd7807c05f05b673bcbefa7439ffc98fd Mon Sep 17 00:00:00 2001 From: Jochem Smit Date: Wed, 4 Sep 2024 12:13:02 +0200 Subject: [PATCH] initial commit --- .github/workflows/build.yml | 43 + .github/workflows/lint.yml | 9 + .github/workflows/pin_requirements.yml | 33 + .github/workflows/pypi_main.yml | 25 + .github/workflows/pypi_test.yml | 26 + .github/workflows/pytest.yml | 46 + .gitignore | 125 ++ .vscode/settings.json | 11 + CITE.txt | 17 + LICENSE | 21 + README.md | 96 ++ default_testing.yaml | 50 + dependabot.yml | 8 + dont_fret/__init__.py | 5 + dont_fret/__main__.py | 124 ++ dont_fret/__version__.py | 17 + dont_fret/_versioneer.py | 713 +++++++++++ dont_fret/burst_search.py | 144 +++ dont_fret/config/__init__.py | 3 + dont_fret/config/config.py | 96 ++ dont_fret/config/default.yaml | 45 + dont_fret/expr.py | 70 + dont_fret/fileIO.py | 182 +++ dont_fret/formatting.py | 12 + dont_fret/models.py | 436 +++++++ dont_fret/process.py | 71 + dont_fret/support.py | 31 + dont_fret/tmp.py | 51 + dont_fret/utils.py | 55 + dont_fret/web/__init__.py | 0 dont_fret/web/bursts/__init__.py | 3 + dont_fret/web/bursts/components.py | 648 ++++++++++ dont_fret/web/bursts/methods.py | 54 + dont_fret/web/bursts/page.py | 91 ++ dont_fret/web/components.py | 93 ++ dont_fret/web/home/__init__.py | 3 + dont_fret/web/home/burst_settings.py | 110 ++ dont_fret/web/home/fret_tree.vue | 18 + dont_fret/web/home/info_cards.py | 452 +++++++ dont_fret/web/home/methods.py | 50 + dont_fret/web/home/page.py | 119 ++ dont_fret/web/local_cluster.py | 41 + dont_fret/web/main.py | 134 ++ dont_fret/web/methods.py | 182 +++ dont_fret/web/models.py | 281 ++++ dont_fret/web/reactive.py | 243 ++++ dont_fret/web/state.py | 23 + dont_fret/web/trace/__init__.py | 3 + dont_fret/web/trace/methods.py | 40 + dont_fret/web/trace/page.py | 210 +++ dont_fret/web/utils.py | 17 + dont_fret/web/widgets.py | 141 ++ pyproject.toml | 84 ++ pyrightconfig.json | 9 + .../requirements-macOS-latest-3.10.txt | 328 +++++ .../requirements-macOS-latest-3.9.txt | 336 +++++ .../requirements-ubuntu-latest-3.10.txt | 326 +++++ .../requirements-ubuntu-latest-3.9.txt | 334 +++++ .../requirements-windows-latest-3.10.txt | 329 +++++ .../requirements-windows-latest-3.9.txt | 337 +++++ templates/01_load_datafile_1.py | 26 + templates/02_load_and_plot_bursts.py | 99 ++ templates/03_binning_trace.py | 52 + templates/04_multiple_files.py | 17 + templates/05_web_models.py | 39 + templates/06_preload_web.py | 56 + tests/generate_ds1_result.py | 29 + tests/generate_ds2.py | 19 + tests/generate_web_data.py | 76 ++ tests/helpers.py | 29 + tests/test_config.py | 1 + tests/test_data/input/readme.md | 29 + tests/test_data/output/ds1/apbs_bursts.csv | 1138 +++++++++++++++++ tests/test_data/output/ds1/apbs_bursts.h5 | Bin 0 -> 11857000 bytes tests/test_data/output/ds1/apbs_bursts.txt | 1138 +++++++++++++++++ tests/test_data/output/ds1/data.npy | Bin 0 -> 22657032 bytes tests/test_data/output/ds1/dcbs_bursts.csv | 72 ++ tests/test_data/output/ds1/dcbs_bursts.h5 | Bin 0 -> 815928 bytes tests/test_data/output/ds1/dcbs_bursts.txt | 72 ++ tests/test_data/output/ds1/detectors.npy | Bin 0 -> 1132970 bytes tests/test_data/output/ds1/metadata.yaml | 533 ++++++++ tests/test_data/output/ds1/nanotimes.npy | Bin 0 -> 2265812 bytes tests/test_data/output/ds1/photons.h5 | Bin 0 -> 11594488 bytes tests/test_data/output/ds1/timestamps.npy | Bin 0 -> 9062864 bytes tests/test_data/output/ds1/z_img_apbs.npy | Bin 0 -> 12928 bytes tests/test_data/output/ds1/z_img_dcbs.npy | Bin 0 -> 12928 bytes .../output/web/DCBS_default_bursts.csv | 230 ++++ tests/test_data/output/web/bursts.csv | 230 ++++ tests/test_io.py | 36 + tests/test_models.py | 142 ++ tests/test_ui.py | 87 ++ tests/test_web.py | 108 ++ 92 files changed, 11862 insertions(+) create mode 100644 .github/workflows/build.yml create mode 100644 .github/workflows/lint.yml create mode 100644 .github/workflows/pin_requirements.yml create mode 100644 .github/workflows/pypi_main.yml create mode 100644 .github/workflows/pypi_test.yml create mode 100644 .github/workflows/pytest.yml create mode 100644 .gitignore create mode 100644 .vscode/settings.json create mode 100644 CITE.txt create mode 100644 LICENSE create mode 100644 README.md create mode 100644 default_testing.yaml create mode 100644 dependabot.yml create mode 100644 dont_fret/__init__.py create mode 100644 dont_fret/__main__.py create mode 100644 dont_fret/__version__.py create mode 100644 dont_fret/_versioneer.py create mode 100644 dont_fret/burst_search.py create mode 100644 dont_fret/config/__init__.py create mode 100644 dont_fret/config/config.py create mode 100644 dont_fret/config/default.yaml create mode 100644 dont_fret/expr.py create mode 100644 dont_fret/fileIO.py create mode 100644 dont_fret/formatting.py create mode 100644 dont_fret/models.py create mode 100644 dont_fret/process.py create mode 100644 dont_fret/support.py create mode 100644 dont_fret/tmp.py create mode 100644 dont_fret/utils.py create mode 100644 dont_fret/web/__init__.py create mode 100644 dont_fret/web/bursts/__init__.py create mode 100644 dont_fret/web/bursts/components.py create mode 100644 dont_fret/web/bursts/methods.py create mode 100644 dont_fret/web/bursts/page.py create mode 100644 dont_fret/web/components.py create mode 100644 dont_fret/web/home/__init__.py create mode 100644 dont_fret/web/home/burst_settings.py create mode 100644 dont_fret/web/home/fret_tree.vue create mode 100644 dont_fret/web/home/info_cards.py create mode 100644 dont_fret/web/home/methods.py create mode 100644 dont_fret/web/home/page.py create mode 100644 dont_fret/web/local_cluster.py create mode 100644 dont_fret/web/main.py create mode 100644 dont_fret/web/methods.py create mode 100644 dont_fret/web/models.py create mode 100644 dont_fret/web/reactive.py create mode 100644 dont_fret/web/state.py create mode 100644 dont_fret/web/trace/__init__.py create mode 100644 dont_fret/web/trace/methods.py create mode 100644 dont_fret/web/trace/page.py create mode 100644 dont_fret/web/utils.py create mode 100644 dont_fret/web/widgets.py create mode 100644 pyproject.toml create mode 100644 pyrightconfig.json create mode 100644 requirements/requirements-macOS-latest-3.10.txt create mode 100644 requirements/requirements-macOS-latest-3.9.txt create mode 100644 requirements/requirements-ubuntu-latest-3.10.txt create mode 100644 requirements/requirements-ubuntu-latest-3.9.txt create mode 100644 requirements/requirements-windows-latest-3.10.txt create mode 100644 requirements/requirements-windows-latest-3.9.txt create mode 100644 templates/01_load_datafile_1.py create mode 100644 templates/02_load_and_plot_bursts.py create mode 100644 templates/03_binning_trace.py create mode 100644 templates/04_multiple_files.py create mode 100644 templates/05_web_models.py create mode 100644 templates/06_preload_web.py create mode 100644 tests/generate_ds1_result.py create mode 100644 tests/generate_ds2.py create mode 100644 tests/generate_web_data.py create mode 100644 tests/helpers.py create mode 100644 tests/test_config.py create mode 100644 tests/test_data/input/readme.md create mode 100644 tests/test_data/output/ds1/apbs_bursts.csv create mode 100644 tests/test_data/output/ds1/apbs_bursts.h5 create mode 100644 tests/test_data/output/ds1/apbs_bursts.txt create mode 100644 tests/test_data/output/ds1/data.npy create mode 100644 tests/test_data/output/ds1/dcbs_bursts.csv create mode 100644 tests/test_data/output/ds1/dcbs_bursts.h5 create mode 100644 tests/test_data/output/ds1/dcbs_bursts.txt create mode 100644 tests/test_data/output/ds1/detectors.npy create mode 100644 tests/test_data/output/ds1/metadata.yaml create mode 100644 tests/test_data/output/ds1/nanotimes.npy create mode 100644 tests/test_data/output/ds1/photons.h5 create mode 100644 tests/test_data/output/ds1/timestamps.npy create mode 100644 tests/test_data/output/ds1/z_img_apbs.npy create mode 100644 tests/test_data/output/ds1/z_img_dcbs.npy create mode 100644 tests/test_data/output/web/DCBS_default_bursts.csv create mode 100644 tests/test_data/output/web/bursts.csv create mode 100644 tests/test_io.py create mode 100644 tests/test_models.py create mode 100644 tests/test_ui.py create mode 100644 tests/test_web.py diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000..c41d45e --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,43 @@ +name: Test CLI App Packaging + +on: [push] + +jobs: + test-packaging: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.10' + + - name: Install hatch + run: pip install hatch + + - name: Build project + run: hatch build + + - name: Install uv + run: pip install uv + + - name: Create uv venv + run: | + uv venv + . .venv/bin/activate + + - name: Install package using uv + run: | + uv pip install dist/*.tar.gz + + - name: Run dont fret serve + run: | + timeout 10s dont-fret serve || exit_code=$? + if [ $exit_code -eq 124 ]; then + echo "ran for 10 seconds without error" + exit 0 + else + echo "failed or exited too quickly" + exit 1 + fi \ No newline at end of file diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml new file mode 100644 index 0000000..3efb9f8 --- /dev/null +++ b/.github/workflows/lint.yml @@ -0,0 +1,9 @@ +name: Ruff +on: [push, pull_request] + +jobs: + ruff: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: chartboost/ruff-action@v1 \ No newline at end of file diff --git a/.github/workflows/pin_requirements.yml b/.github/workflows/pin_requirements.yml new file mode 100644 index 0000000..9394002 --- /dev/null +++ b/.github/workflows/pin_requirements.yml @@ -0,0 +1,33 @@ +name: Generate Requirements Files + +on: + workflow_dispatch: + +jobs: + generate-requirements: + runs-on: ${{ matrix.os }} + strategy: + fail-fast: false + matrix: + os: [ubuntu-latest, windows-latest, macOS-latest] + python-version: ["3.9", "3.10"] + steps: + - name: Checkout code + uses: actions/checkout@v3 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + + - name: Install pip-tools + run: pip install pip-tools + + - name: Generate requirements file + run: pip-compile --extra web --output-file requirements-${{ matrix.os }}-${{ matrix.python-version }}.txt pyproject.toml + + - name: Upload requirements file + uses: actions/upload-artifact@v3 + with: + name: requirements + path: requirements-${{ matrix.os }}-${{ matrix.python-version }}.txt \ No newline at end of file diff --git a/.github/workflows/pypi_main.yml b/.github/workflows/pypi_main.yml new file mode 100644 index 0000000..8fe54fe --- /dev/null +++ b/.github/workflows/pypi_main.yml @@ -0,0 +1,25 @@ +name: PyPi distribute main release +on: [release] + +jobs: + build-n-publish: + name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI + runs-on: ubuntu-latest + + steps: + - name: Checkout + uses: actions/checkout@v3 + with: + fetch-depth: 0 + - name: Set up Python 3.9 + uses: actions/setup-python@v4 + with: + python-version: 3.9 + - name: Install Hatch + run: pip install hatch + - name: Build + run: hatch build + - name: Publish distribution 📦 to PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + password: ${{ secrets.PYPI_API_TOKEN }} \ No newline at end of file diff --git a/.github/workflows/pypi_test.yml b/.github/workflows/pypi_test.yml new file mode 100644 index 0000000..24ad77f --- /dev/null +++ b/.github/workflows/pypi_test.yml @@ -0,0 +1,26 @@ +name: PyPi distribute test push +on: [push] + +jobs: + build-n-publish: + name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI + runs-on: ubuntu-latest + + steps: + - name: Checkout + uses: actions/checkout@v3 + with: + fetch-depth: 0 + - name: Set up Python 3.9 + uses: actions/setup-python@v4 + with: + python-version: 3.9 + - name: Install Hatch + run: pip install hatch + - name: Build + run: hatch build + - name: Publish distribution 📦 to Test PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + password: ${{ secrets.TEST_PYPI_API_TOKEN }} + repository-url: https://test.pypi.org/legacy/ diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml new file mode 100644 index 0000000..afba137 --- /dev/null +++ b/.github/workflows/pytest.yml @@ -0,0 +1,46 @@ +name: Testing +on: [push] + +jobs: + test: + strategy: + fail-fast: false + matrix: + os: [ "ubuntu-latest", "macos-latest" , "windows-latest"] + python-version: ["3.9", "3.10" ] + defaults: + run: + shell: bash + runs-on: ${{ matrix.os }} + steps: + - name: Check out repository + uses: actions/checkout@v3 + + - name: Download test file windows + if: runner.os == 'Windows' + run: | + C:\\msys64\\usr\\bin\\wget.exe "https://filedn.eu/loRXwzWCNnU4XoFPGbllt1y/datafile_1.ptu" -O tests/test_data/input/ds1/datafile_1.ptu + - name: Download test file other platforms + if: runner.os != 'Windows' + run: | + wget "https://filedn.eu/loRXwzWCNnU4XoFPGbllt1y/datafile_1.ptu" -O tests/test_data/input/ds1/datafile_1.ptu + + - name: Set up python ${{ matrix.python-version }} + id: setup-python + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + cache: pip + cache-dependency-path: requirements/requirements-${{ matrix.os }}-${{ matrix.python-version }}.txt + + - name: Install pinned requirements + run: | + python -m pip install --upgrade pip + pip install -r requirements/requirements-${{ matrix.os }}-${{ matrix.python-version }}.txt --prefer-binary + + - name: Install test requirements + run: pip install .[test] + + - name: Run tests + run: | + pytest tests/ diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..82d1674 --- /dev/null +++ b/.gitignore @@ -0,0 +1,125 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# pyenv +.python-version + +# celery beat schedule file +celerybeat-schedule + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ +.venv*/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ + +# PyCharm IDE +.idea/ + +# Generated conda requirements file +_req-*.txt + + +# project specific directories +_archive/ +dev/ +server_user_id.txt +_version.py + +# local testing datasets +tests/test_data/input/ds1 +tests/test_data/input/ds2 +tests/test_data/input/ds3 +tests/test_data/input/ds4 +tests/test_data/input/ds5 \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..9a65ec0 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,11 @@ +{ + "python.analysis.typeCheckingMode": "basic", + "python.analysis.diagnosticSeverityOverrides": { + "reportPrivateImportUsage":"none" + }, + "python.testing.pytestArgs": [ + "tests" + ], + "python.testing.unittestEnabled": false, + "python.testing.pytestEnabled": true +} \ No newline at end of file diff --git a/CITE.txt b/CITE.txt new file mode 100644 index 0000000..2e309ff --- /dev/null +++ b/CITE.txt @@ -0,0 +1,17 @@ + +https://pypi.org/project/fastkde/ +FastKDE: + O’Brien, T. A., Kashinath, K., Cavanaugh, N. R., Collins, W. D. & O’Brien, J. P. A fast and objective multidimensional kernel density estimation method: fastKDE. Comput. Stat. Data Anal. 101, 148–160 (2016). + + O’Brien, T. A., Collins, W. D., Rauscher, S. A. & Ringler, T. D. Reducing the computational cost of the ECF using a nuFFT: A fast and objective probability density estimation method. Comput. Stat. Data Anal. 79, 222–234 (2014). + +phconvert: +https://github.com/Photon-HDF5/phconvert +citation? + +photon-hdf5: +https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4805879/ + +burst search: +"Data registration and selective single-molecule analysis using multi-parameter fluorescence detection" +DOI: 10.1016/S0168-1656(00)00412-0 \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..8dfbefe --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2024 Jochem Smit + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..f79b7c7 --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +Don't FRET +============ + + +Don't FRET! is a python package featuring a web application for performing burst search on confocal smFRET data. + + +## Process photon files + +``` +dont-fret process filename.ptu +``` + +Will process the file. It will perform burst search as specified in the configuration file. Output (default) are burst photons and bursts as .pq files. + +## Run the web application + +To launch with the default configuration file: + +``` +dont-fret serve +``` + +To create a local default configuration file: + +``` +dont-fret config +``` + +Then you can edit the created config file. To launch the web application with a specific config file: + +``` +dont-fret serve --config config.yaml +``` + +## Configuration + +Configuration for channels, photon streams and (default) burst search settings is done from the config .yaml file. + +First, define your channels: + +```yaml +channels: # refactor channels in code to channel_identifiers + laser_D: + target: nanotimes + value: [ 0, 1000 ] + laser_A: + target: nanotimes + value: [ 1000, 2000 ] # intervals are inclusive, exclusive + det_D: + target: detectors + value: 1 + det_A: + target: detectors + value: 0 +``` + +Currently supported targets are `nanotimes`, `detectors` and `timestamps`. These are as read from the file and not converted to seconds. Modulo is supported (untested) for us-ALEX: +```yaml +channels: # refactor channels in code to channel_identifiers + laser_D: + target: timestamps + value: [ 0, 100 ] + modulo: 200 +``` + +This will assign photons with a timestamp modulo 200 in the range from 0 up to 100 to "laser_D". + +Next, define your photon streams. Photons streams are combinations of channels ("AND"): + +```yaml +streams: + DD: [laser_D, det_D] + DA: [laser_D, det_A] + AA: [laser_A, det_A] + AD: [laser_A, det_D] +``` + +> [!IMPORTANT] +> The notation used here is excitation then emission, thus the FRET stream is 'DA' while in literature the FRET photon stream is often written as `A|D` (Acceptor emission during donor excitation). + + +> [!IMPORTANT] +> At the moment apparent FRET and stoichiometry are calculated from the defined photon streams and it is required the following streams are defined: 'AA', 'DD', 'DA' (=FRET). This is expected to be changed in future updates. + +## Development + +Download a test file: + +```sh +wget https://kuleuven-my.sharepoint.com/:u:/g/personal/jochem_smit_kuleuven_be/Efy7ur779ARNiBlP05Ki7NMBabKX3auswj30xmpRLaIfPg?e=E6wWoZ&download=1 +``` + + +If autoreload (refresh web application upon code changes) doesnt work, run from: +solara run dont_fret\tmp.py -- --config default_testing.yaml diff --git a/default_testing.yaml b/default_testing.yaml new file mode 100644 index 0000000..84fc04b --- /dev/null +++ b/default_testing.yaml @@ -0,0 +1,50 @@ +channels: # refactor channels in code to channel_identifiers + laser_D: + target: nanotimes + value: [ 0, 1000 ] + laser_A: + target: nanotimes + value: [ 1000, 2000 ] # intervals are inclusive, exclusive + det_D: + target: detectors + value: 1 + det_A: + target: detectors + value: 0 + +streams: + DD: [laser_D, det_D] + DA: [laser_D, det_A] + AA: [laser_A, det_A] + AD: [laser_A, det_D] + +# TODO this should move to web config +burst_search: + DCBS: # name of the burst search + - streams: [DD, DA] # photons streams to use + L: 50 + M: 35 + T: 500.e-6 + - streams: [AA] + L: 50 + M: 35 + T: 500.e-6 + APBS: + - streams: [DD, DA, AA] + L: 50 + M: 100 + T: 500.e-6 + test234: + - streams: [DD, DA, AA] + L: 500 + M: 100 + T: 500.e-6 + +# settings related to dont-fret's web interface +web: + password: null + default_dir: tests\test_data\input\ds2 # default directory show in the file browser + protect_filebrowser: false # true to prevent navigation above default_dir + burst_filters: # default filters to apply to burst search filters + - name: n_photons + min: 150 diff --git a/dependabot.yml b/dependabot.yml new file mode 100644 index 0000000..5c4ef04 --- /dev/null +++ b/dependabot.yml @@ -0,0 +1,8 @@ +version: 2 +updates: + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "daily" + requirements: + - file: "requirements/requirements-*.txt" \ No newline at end of file diff --git a/dont_fret/__init__.py b/dont_fret/__init__.py new file mode 100644 index 0000000..183075b --- /dev/null +++ b/dont_fret/__init__.py @@ -0,0 +1,5 @@ +from dont_fret.fileIO import * +from dont_fret.models import * + + +from dont_fret.__version__ import __version__ # noqa: F401 diff --git a/dont_fret/__main__.py b/dont_fret/__main__.py new file mode 100644 index 0000000..39c81f7 --- /dev/null +++ b/dont_fret/__main__.py @@ -0,0 +1,124 @@ +import os +from pathlib import Path +from typing import List, Literal, Optional + +import click +import yaml +from solara.__main__ import run + +from dont_fret.config import CONFIG_HOME, cfg +from dont_fret.process import batch_search_and_save, search_and_save + +ROOT = Path(__file__).parent +APP_PATH = ROOT / "web" / "main.py" + + +@click.group() +def cli(): + """Don't FRET! CLI for analyzing confocal solution smFRET data.""" + pass + + +@cli.command(context_settings=dict(ignore_unknown_options=True, allow_extra_args=True)) +@click.option("--config", default=None, help="Configuration file to use") +@click.argument("solara_args", nargs=-1, type=click.UNPROCESSED) +def serve(config: Optional[str] = None, solara_args=None): + """Run the don't fret web application.""" + if config is not None: + data = yaml.safe_load(Path(config).read_text()) + cfg.update(data) + + solara_args = solara_args or tuple() + args = [str(APP_PATH), *solara_args] + + run(args) + + +@cli.command() +@click.option( + "--global", "is_global", is_flag=True, help="Create config file in user's home directory" +) +def config(is_global: bool): + """Create a local or global default configuration file.""" + src = ROOT / "config" / "default.yaml" + if is_global: + (CONFIG_HOME / "dont_fret").mkdir(exist_ok=True, parents=True) + output = CONFIG_HOME / "dont_fret" / "dont_fret.yaml" + else: + output = Path.cwd() / "dont_fret.yaml" + + if output.exists(): + click.echo(f"Configuration file already exists at '{str(output)}'") + return + + else: + output.write_text(src.read_text()) + + click.echo(f"Configuration file created at '{str(output)}'") + + +SUPPORTED_SUFFIXES = { + ".ptu", +} + + +@cli.command() +@click.argument("input_path", type=click.Path(exists=True)) +@click.option("--burst-colors", default=None, multiple=True, help="Burst colors to process") +@click.option( + "--write-photons/--no-write-photons", default=False, help="Whether to write photon data" +) +@click.option( + "--output-type", type=click.Choice([".pq", ".csv"]), default=".pq", help="Output file type" +) +@click.option("--max-workers", type=int, default=None, help="Maximum number of worker threads") +def process( + input_path: str, + burst_colors: Optional[list[str]], + write_photons: bool, + output_type: Literal[".pq", ".csv"], + max_workers: Optional[int], +): + """Process photon file(s) and perform burst search.""" + + pth = Path(input_path) + + if pth.is_file(): + files = [pth] + elif pth.is_dir(): + files = [f for f in pth.iterdir() if f.suffix in SUPPORTED_SUFFIXES] + else: + raise click.BadParameter("Input path must be a file or directory") + + if not files: + click.echo("No supported files found.") + return + + click.echo(f"Found {len(files)} file(s) to process.") + + # Convert burst_colors to the expected format + burst_colors_param = list(burst_colors) if burst_colors else None + + if len(files) == 1: + click.echo(f"Processing file: {files[0]}") + search_and_save( + files[0], + burst_colors=burst_colors_param, + write_photons=write_photons, + output_type=output_type, + ) + else: + click.echo("Processing files in batch mode.") + batch_search_and_save( + files, + burst_colors=burst_colors_param, + write_photons=write_photons, + output_type=output_type, + max_workers=max_workers, + ) + + click.echo("Processing completed.") + + +if __name__ == "__main__": + cli() diff --git a/dont_fret/__version__.py b/dont_fret/__version__.py new file mode 100644 index 0000000..2e35abf --- /dev/null +++ b/dont_fret/__version__.py @@ -0,0 +1,17 @@ +# Adapted from: https://github.com/maresb/hatch-vcs-footgun-example +# Define the variable '__version__': +try: + # If we are in an editable install, the _versioneer file exist and we can use it to find the version + from dont_fret._versioneer import get_versions + + # This will fail with LookupError if the package is not installed in + # editable mode or if Git is not installed. + __version__ = get_versions()["version"] +except ImportError: + # If the project build with hatch, there should be a _version.py file + try: + from dont_fret._version import __version__ # noqa: F401 # type: ignore + except ModuleNotFoundError: + # The user is probably trying to run this without having installed + # the package, so complain. + raise RuntimeError("dont_fret is not correctly installed. Please install it with pip.") diff --git a/dont_fret/_versioneer.py b/dont_fret/_versioneer.py new file mode 100644 index 0000000..e9319bc --- /dev/null +++ b/dont_fret/_versioneer.py @@ -0,0 +1,713 @@ +# This file helps to compute a version number in source trees obtained from +# git-archive tarball (such as those provided by githubs download-from-tag +# feature). Distribution tarballs (built by setup.py sdist) and build +# directories (produced by setup.py build) will contain a much shorter file +# that just contains the computed version number. + +# This file is released into the public domain. +# Generated by versioneer-0.29 +# https://github.com/python-versioneer/python-versioneer + +"""Git implementation of _version.py.""" + +import errno +import os +import re +import subprocess +import sys +from typing import Any, Callable, Dict, List, Optional, Tuple +import functools + + +def get_keywords() -> Dict[str, str]: + """Get the keywords needed to look up the version information.""" + # these strings will be replaced by git during git-archive. + # setup.py/versioneer.py will grep for the variable names, so they must + # each be defined on a line of their own. _version.py will just call + # get_keywords(). + git_refnames = "$Format:%d$" + git_full = "$Format:%H$" + git_date = "$Format:%ci$" + keywords = {"refnames": git_refnames, "full": git_full, "date": git_date} + return keywords + + +class VersioneerConfig: + """Container for Versioneer configuration parameters.""" + + VCS: str + style: str + tag_prefix: str + parentdir_prefix: str + versionfile_source: str + verbose: bool + + +def get_config() -> VersioneerConfig: + """Create, populate and return the VersioneerConfig() object.""" + # these strings are filled in when 'setup.py versioneer' creates + # _version.py + cfg = VersioneerConfig() + cfg.VCS = "git" + cfg.style = "pep440" + cfg.tag_prefix = "v" + cfg.parentdir_prefix = "" + cfg.versionfile_source = "__version__.py" + cfg.verbose = False + return cfg + + +class NotThisMethod(Exception): + """Exception raised if a method is not valid for the current scenario.""" + + +LONG_VERSION_PY: Dict[str, str] = {} +HANDLERS: Dict[str, Dict[str, Callable]] = {} + + +def register_vcs_handler(vcs: str, method: str) -> Callable: # decorator + """Create decorator to mark a method as the handler of a VCS.""" + + def decorate(f: Callable) -> Callable: + """Store f in HANDLERS[vcs][method].""" + if vcs not in HANDLERS: + HANDLERS[vcs] = {} + HANDLERS[vcs][method] = f + return f + + return decorate + + +def run_command( + commands: List[str], + args: List[str], + cwd: Optional[str] = None, + verbose: bool = False, + hide_stderr: bool = False, + env: Optional[Dict[str, str]] = None, +) -> Tuple[Optional[str], Optional[int]]: + """Call the given command(s).""" + assert isinstance(commands, list) + process = None + + popen_kwargs: Dict[str, Any] = {} + if sys.platform == "win32": + # This hides the console window if pythonw.exe is used + startupinfo = subprocess.STARTUPINFO() + startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW + popen_kwargs["startupinfo"] = startupinfo + + for command in commands: + try: + dispcmd = str([command] + args) + # remember shell=False, so use git.cmd on windows, not just git + process = subprocess.Popen( + [command] + args, + cwd=cwd, + env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr else None), + **popen_kwargs, + ) + break + except OSError as e: + if e.errno == errno.ENOENT: + continue + if verbose: + print("unable to run %s" % dispcmd) + print(e) + return None, None + else: + if verbose: + print("unable to find command, tried %s" % (commands,)) + return None, None + stdout = process.communicate()[0].strip().decode() + if process.returncode != 0: + if verbose: + print("unable to run %s (error)" % dispcmd) + print("stdout was %s" % stdout) + return None, process.returncode + return stdout, process.returncode + + +def versions_from_parentdir( + parentdir_prefix: str, + root: str, + verbose: bool, +) -> Dict[str, Any]: + """Try to determine the version from the parent directory name. + + Source tarballs conventionally unpack into a directory that includes both + the project name and a version string. We will also support searching up + two directory levels for an appropriately named parent directory + """ + rootdirs = [] + + for _ in range(3): + dirname = os.path.basename(root) + if dirname.startswith(parentdir_prefix): + return { + "version": dirname[len(parentdir_prefix) :], + "full-revisionid": None, + "dirty": False, + "error": None, + "date": None, + } + rootdirs.append(root) + root = os.path.dirname(root) # up a level + + if verbose: + print( + "Tried directories %s but none started with prefix %s" + % (str(rootdirs), parentdir_prefix) + ) + raise NotThisMethod("rootdir doesn't start with parentdir_prefix") + + +@register_vcs_handler("git", "get_keywords") +def git_get_keywords(versionfile_abs: str) -> Dict[str, str]: + """Extract version information from the given file.""" + # the code embedded in _version.py can just fetch the value of these + # keywords. When used from setup.py, we don't want to import _version.py, + # so we do it with a regexp instead. This function is not used from + # _version.py. + keywords: Dict[str, str] = {} + try: + with open(versionfile_abs, "r") as fobj: + for line in fobj: + if line.strip().startswith("git_refnames ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["refnames"] = mo.group(1) + if line.strip().startswith("git_full ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["full"] = mo.group(1) + if line.strip().startswith("git_date ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["date"] = mo.group(1) + except OSError: + pass + return keywords + + +@register_vcs_handler("git", "keywords") +def git_versions_from_keywords( + keywords: Dict[str, str], + tag_prefix: str, + verbose: bool, +) -> Dict[str, Any]: + """Get version information from git keywords.""" + if "refnames" not in keywords: + raise NotThisMethod("Short version file found") + date = keywords.get("date") + if date is not None: + # Use only the last line. Previous lines may contain GPG signature + # information. + date = date.splitlines()[-1] + + # git-2.2.0 added "%cI", which expands to an ISO-8601 -compliant + # datestamp. However we prefer "%ci" (which expands to an "ISO-8601 + # -like" string, which we must then edit to make compliant), because + # it's been around since git-1.5.3, and it's too difficult to + # discover which version we're using, or to work around using an + # older one. + date = date.strip().replace(" ", "T", 1).replace(" ", "", 1) + refnames = keywords["refnames"].strip() + if refnames.startswith("$Format"): + if verbose: + print("keywords are unexpanded, not using") + raise NotThisMethod("unexpanded keywords, not a git-archive tarball") + refs = {r.strip() for r in refnames.strip("()").split(",")} + # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of + # just "foo-1.0". If we see a "tag: " prefix, prefer those. + TAG = "tag: " + tags = {r[len(TAG) :] for r in refs if r.startswith(TAG)} + if not tags: + # Either we're using git < 1.8.3, or there really are no tags. We use + # a heuristic: assume all version tags have a digit. The old git %d + # expansion behaves like git log --decorate=short and strips out the + # refs/heads/ and refs/tags/ prefixes that would let us distinguish + # between branches and tags. By ignoring refnames without digits, we + # filter out many common branch names like "release" and + # "stabilization", as well as "HEAD" and "master". + tags = {r for r in refs if re.search(r"\d", r)} + if verbose: + print("discarding '%s', no digits" % ",".join(refs - tags)) + if verbose: + print("likely tags: %s" % ",".join(sorted(tags))) + for ref in sorted(tags): + # sorting will prefer e.g. "2.0" over "2.0rc1" + if ref.startswith(tag_prefix): + r = ref[len(tag_prefix) :] + # Filter out refs that exactly match prefix or that don't start + # with a number once the prefix is stripped (mostly a concern + # when prefix is '') + if not re.match(r"\d", r): + continue + if verbose: + print("picking %s" % r) + return { + "version": r, + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": None, + "date": date, + } + # no suitable tags, so version is "0+unknown", but full hex is still there + if verbose: + print("no suitable tags, using unknown + full revision id") + return { + "version": "0+unknown", + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": "no suitable tags", + "date": None, + } + + +@register_vcs_handler("git", "pieces_from_vcs") +def git_pieces_from_vcs( + tag_prefix: str, root: str, verbose: bool, runner: Callable = run_command +) -> Dict[str, Any]: + """Get version from 'git describe' in the root of the source tree. + + This only gets called if the git-archive 'subst' keywords were *not* + expanded, and _version.py hasn't already been rewritten with a short + version string, meaning we're inside a checked out source tree. + """ + GITS = ["git"] + if sys.platform == "win32": + GITS = ["git.cmd", "git.exe"] + + # GIT_DIR can interfere with correct operation of Versioneer. + # It may be intended to be passed to the Versioneer-versioned project, + # but that should not change where we get our version from. + env = os.environ.copy() + env.pop("GIT_DIR", None) + runner = functools.partial(runner, env=env) + + _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=not verbose) + if rc != 0: + if verbose: + print("Directory %s not under git control" % root) + raise NotThisMethod("'git rev-parse --git-dir' returned error") + + # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] + # if there isn't one, this yields HEX[-dirty] (no NUM) + describe_out, rc = runner( + GITS, + [ + "describe", + "--tags", + "--dirty", + "--always", + "--long", + "--match", + f"{tag_prefix}[[:digit:]]*", + ], + cwd=root, + ) + # --long was added in git-1.5.5 + if describe_out is None: + raise NotThisMethod("'git describe' failed") + describe_out = describe_out.strip() + full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root) + if full_out is None: + raise NotThisMethod("'git rev-parse' failed") + full_out = full_out.strip() + + pieces: Dict[str, Any] = {} + pieces["long"] = full_out + pieces["short"] = full_out[:7] # maybe improved later + pieces["error"] = None + + branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], cwd=root) + # --abbrev-ref was added in git-1.6.3 + if rc != 0 or branch_name is None: + raise NotThisMethod("'git rev-parse --abbrev-ref' returned error") + branch_name = branch_name.strip() + + if branch_name == "HEAD": + # If we aren't exactly on a branch, pick a branch which represents + # the current commit. If all else fails, we are on a branchless + # commit. + branches, rc = runner(GITS, ["branch", "--contains"], cwd=root) + # --contains was added in git-1.5.4 + if rc != 0 or branches is None: + raise NotThisMethod("'git branch --contains' returned error") + branches = branches.split("\n") + + # Remove the first line if we're running detached + if "(" in branches[0]: + branches.pop(0) + + # Strip off the leading "* " from the list of branches. + branches = [branch[2:] for branch in branches] + if "master" in branches: + branch_name = "master" + elif not branches: + branch_name = None + else: + # Pick the first branch that is returned. Good or bad. + branch_name = branches[0] + + pieces["branch"] = branch_name + + # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty] + # TAG might have hyphens. + git_describe = describe_out + + # look for -dirty suffix + dirty = git_describe.endswith("-dirty") + pieces["dirty"] = dirty + if dirty: + git_describe = git_describe[: git_describe.rindex("-dirty")] + + # now we have TAG-NUM-gHEX or HEX + + if "-" in git_describe: + # TAG-NUM-gHEX + mo = re.search(r"^(.+)-(\d+)-g([0-9a-f]+)$", git_describe) + if not mo: + # unparsable. Maybe git-describe is misbehaving? + pieces["error"] = "unable to parse git-describe output: '%s'" % describe_out + return pieces + + # tag + full_tag = mo.group(1) + if not full_tag.startswith(tag_prefix): + if verbose: + fmt = "tag '%s' doesn't start with prefix '%s'" + print(fmt % (full_tag, tag_prefix)) + pieces["error"] = "tag '%s' doesn't start with prefix '%s'" % (full_tag, tag_prefix) + return pieces + pieces["closest-tag"] = full_tag[len(tag_prefix) :] + + # distance: number of commits since tag + pieces["distance"] = int(mo.group(2)) + + # commit: short hex revision ID + pieces["short"] = mo.group(3) + + else: + # HEX: no tags + pieces["closest-tag"] = None + out, rc = runner(GITS, ["rev-list", "HEAD", "--left-right"], cwd=root) + pieces["distance"] = len(out.split()) # total number of commits + + # commit date: see ISO-8601 comment in git_versions_from_keywords() + date = runner(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip() + # Use only the last line. Previous lines may contain GPG signature + # information. + date = date.splitlines()[-1] + pieces["date"] = date.strip().replace(" ", "T", 1).replace(" ", "", 1) + + return pieces + + +def plus_or_dot(pieces: Dict[str, Any]) -> str: + """Return a + if we don't already have one, else return a .""" + if "+" in pieces.get("closest-tag", ""): + return "." + return "+" + + +def render_pep440(pieces: Dict[str, Any]) -> str: + """Build up version string, with post-release "local version identifier". + + Our goal: TAG[+DISTANCE.gHEX[.dirty]] . Note that if you + get a tagged build and then dirty it, you'll get TAG+0.gHEX.dirty + + Exceptions: + 1: no tags. git_describe was just HEX. 0+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def render_pep440_branch(pieces: Dict[str, Any]) -> str: + """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] . + + The ".dev0" means not master branch. Note that .dev0 sorts backwards + (a feature branch will appear "older" than the master branch). + + Exceptions: + 1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0" + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def pep440_split_post(ver: str) -> Tuple[str, Optional[int]]: + """Split pep440 version string at the post-release segment. + + Returns the release segments before the post-release and the + post-release version number (or -1 if no post-release segment is present). + """ + vc = str.split(ver, ".post") + return vc[0], int(vc[1] or 0) if len(vc) == 2 else None + + +def render_pep440_pre(pieces: Dict[str, Any]) -> str: + """TAG[.postN.devDISTANCE] -- No -dirty. + + Exceptions: + 1: no tags. 0.post0.devDISTANCE + """ + if pieces["closest-tag"]: + if pieces["distance"]: + # update the post release segment + tag_version, post_version = pep440_split_post(pieces["closest-tag"]) + rendered = tag_version + if post_version is not None: + rendered += ".post%d.dev%d" % (post_version + 1, pieces["distance"]) + else: + rendered += ".post0.dev%d" % (pieces["distance"]) + else: + # no commits, use the tag as the version + rendered = pieces["closest-tag"] + else: + # exception #1 + rendered = "0.post0.dev%d" % pieces["distance"] + return rendered + + +def render_pep440_post(pieces: Dict[str, Any]) -> str: + """TAG[.postDISTANCE[.dev0]+gHEX] . + + The ".dev0" means dirty. Note that .dev0 sorts backwards + (a dirty tree will appear "older" than the corresponding clean one), + but you shouldn't be releasing software with -dirty anyways. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + return rendered + + +def render_pep440_post_branch(pieces: Dict[str, Any]) -> str: + """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] . + + The ".dev0" means not master branch. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def render_pep440_old(pieces: Dict[str, Any]) -> str: + """TAG[.postDISTANCE[.dev0]] . + + The ".dev0" means dirty. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + return rendered + + +def render_git_describe(pieces: Dict[str, Any]) -> str: + """TAG[-DISTANCE-gHEX][-dirty]. + + Like 'git describe --tags --dirty --always'. + + Exceptions: + 1: no tags. HEX[-dirty] (note: no 'g' prefix) + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"]: + rendered += "-%d-g%s" % (pieces["distance"], pieces["short"]) + else: + # exception #1 + rendered = pieces["short"] + if pieces["dirty"]: + rendered += "-dirty" + return rendered + + +def render_git_describe_long(pieces: Dict[str, Any]) -> str: + """TAG-DISTANCE-gHEX[-dirty]. + + Like 'git describe --tags --dirty --always -long'. + The distance/hash is unconditional. + + Exceptions: + 1: no tags. HEX[-dirty] (note: no 'g' prefix) + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + rendered += "-%d-g%s" % (pieces["distance"], pieces["short"]) + else: + # exception #1 + rendered = pieces["short"] + if pieces["dirty"]: + rendered += "-dirty" + return rendered + + +def render(pieces: Dict[str, Any], style: str) -> Dict[str, Any]: + """Render the given version pieces into the requested style.""" + if pieces["error"]: + return { + "version": "unknown", + "full-revisionid": pieces.get("long"), + "dirty": None, + "error": pieces["error"], + "date": None, + } + + if not style or style == "default": + style = "pep440" # the default + + if style == "pep440": + rendered = render_pep440(pieces) + elif style == "pep440-branch": + rendered = render_pep440_branch(pieces) + elif style == "pep440-pre": + rendered = render_pep440_pre(pieces) + elif style == "pep440-post": + rendered = render_pep440_post(pieces) + elif style == "pep440-post-branch": + rendered = render_pep440_post_branch(pieces) + elif style == "pep440-old": + rendered = render_pep440_old(pieces) + elif style == "git-describe": + rendered = render_git_describe(pieces) + elif style == "git-describe-long": + rendered = render_git_describe_long(pieces) + else: + raise ValueError("unknown style '%s'" % style) + + return { + "version": rendered, + "full-revisionid": pieces["long"], + "dirty": pieces["dirty"], + "error": None, + "date": pieces.get("date"), + } + + +def get_versions() -> Dict[str, Any]: + """Get version information or return default if unable to do so.""" + # I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have + # __file__, we can work backwards from there to the root. Some + # py2exe/bbfreeze/non-CPython implementations don't do __file__, in which + # case we can only use expanded keywords. + + cfg = get_config() + verbose = cfg.verbose + + try: + return git_versions_from_keywords(get_keywords(), cfg.tag_prefix, verbose) + except NotThisMethod: + pass + + try: + root = os.path.realpath(__file__) + # versionfile_source is the relative path from the top of the source + # tree (where the .git directory might live) to this file. Invert + # this to find the root from __file__. + for _ in cfg.versionfile_source.split("/"): + root = os.path.dirname(root) + except NameError: + return { + "version": "0+unknown", + "full-revisionid": None, + "dirty": None, + "error": "unable to find root of source tree", + "date": None, + } + + try: + pieces = git_pieces_from_vcs(cfg.tag_prefix, root, verbose) + return render(pieces, cfg.style) + except NotThisMethod: + pass + + try: + if cfg.parentdir_prefix: + return versions_from_parentdir(cfg.parentdir_prefix, root, verbose) + except NotThisMethod: + pass + + return { + "version": "0+unknown", + "full-revisionid": None, + "dirty": None, + "error": "unable to compute version", + "date": None, + } diff --git a/dont_fret/burst_search.py b/dont_fret/burst_search.py new file mode 100644 index 0000000..835b920 --- /dev/null +++ b/dont_fret/burst_search.py @@ -0,0 +1,144 @@ +from typing import List, Tuple, Union + +import numpy as np +from numba import int32, jit, types + + +@jit( + (types.Array(types.int64, 1, "C", readonly=True), int32, int32, int32), + nopython=True, + cache=True, + nogil=True, +) +def bs_eggeling(times: np.ndarray, L: int, M: int, tr: int) -> List[Tuple[int, int]]: + """ + Burst search algorithm from Eggeling et al. 2001. + + "Data registration and selective single-molecule analysis using multi-parameter fluorescence detection" + DOI: 10.1016/S0168-1656(00)00412-0 + + Args: + times: Array of photon arrival times (uint64) + L: Number of succesive 'burst' photons to be considered a burst + M: With at least this many neighbours + tr: Within this time period from the burst (total time window is 2*tr) + + Returns: + List of tuples of start and end indices of bursts. + + """ + + in_burst = False + bursts = [] + i_start = 0 + i_lower = 0 # index of lower limit neighbouring photon within time tr + i_upper = 0 # index of upper limit neighbouring photon within time tr + + for i, time in enumerate(times): + # Adjust upper limit + while times[i_upper] < time + tr: + i_upper += 1 + if i_upper == len(times): + i_upper -= 1 + break + + # Adjust lower limit + while times[i_lower] < time - tr: + i_lower += 1 + + n_neighbours = i_upper - i_lower + + if n_neighbours > M: + if not in_burst: + in_burst = True + i_start = i + elif in_burst: # Burst has ended + in_burst = False + if (i - 1 - i_start) > L: # Check enough photons in the burst + bursts.append((i_start, i - 1)) + + return bursts + + +def return_intersections( + intervals1: List[Tuple[int, int]], intervals2: List[Tuple[int, int]] +) -> List[Tuple[int, int]]: + """ + Return the intersections of two lists of intervals. + + The intervals need to be ordered. + + From: + https://codereview.stackexchange.com/questions/178427/given-2-disjoint-sets-of-intervals-find-the-intersections + + + Args: + intervals1: First set of intervals as list of tuples. + intervals2: First set of intervals as list of tuples. + + Returns: + List of overlaps of intervals1 and intervals2 as list of tuples. + """ + + i1 = 0 + i2 = 0 + + output = [] + + interval1 = intervals1[i1] + interval2 = intervals2[i2] + + while True: + start = max(interval1[0], interval2[0]) + end = min(interval1[1], interval2[1]) + + if start < end: + output.append((start, end)) + if end == interval1[1]: + i1 += 1 + if i1 >= len(intervals1): + break + interval1 = intervals1[i1] + else: + i2 += 1 + if i2 >= len(intervals2): + break + interval2 = intervals2[i2] + + while interval1[0] >= interval2[1]: + i2 += 1 + if i2 >= len(intervals2): + break + interval2 = intervals2[i2] + while interval2[0] >= interval1[1]: + i1 += 1 + if i1 >= len(intervals1): + break + interval1 = intervals1[i1] + + if i1 >= len(intervals1): + break + if i2 >= len(intervals2): + break + + return output + + +def get_intersection( + interval_1: Tuple[int, int], interval_2: Tuple[int, int] +) -> Union[Tuple[int, int], None]: + """Returns the intersection (overlap) of two intervals. + + Args: + interval_1: First interval as tuple. + interval_2: Second interval as tuple. + + Returns: + Intersection of the two intervals as tuple or `None` if no intersection. + + """ + start = max(interval_1[0], interval_2[0]) + end = min(interval_1[1], interval_2[1]) + if start < end: + return start, end + return None diff --git a/dont_fret/config/__init__.py b/dont_fret/config/__init__.py new file mode 100644 index 0000000..93a8f16 --- /dev/null +++ b/dont_fret/config/__init__.py @@ -0,0 +1,3 @@ +from .config import CONFIG_HOME, cfg + +__all__ = ["cfg", "CONFIG_HOME"] diff --git a/dont_fret/config/config.py b/dont_fret/config/config.py new file mode 100644 index 0000000..3a1d49b --- /dev/null +++ b/dont_fret/config/config.py @@ -0,0 +1,96 @@ +from __future__ import annotations + +import os +from dataclasses import asdict, dataclass, field +from pathlib import Path +from typing import Optional, Union + +import polars as pl +import yaml +from dacite import Config, from_dict +from dacite.data import Data + +from dont_fret.utils import clean_types + +CONFIG_HOME = Path(os.getenv("XDG_CONFIG_HOME", Path.home() / ".config")) + + +@dataclass +class Channel: + # name: str + target: str + value: Union[int, float, list[int], list[float]] + modulo: Union[float, int, None] = None + + +@dataclass +class BurstFilterItem: + name: str + min: Optional[float] = field(default=None) + max: Optional[float] = field(default=None) + + def as_expr(self) -> list[pl.Expr]: + expr = [] + if self.min is not None: + expr.append(pl.col(self.name) >= self.min) + if self.max is not None: + expr.append(pl.col(self.name) <= self.max) + return expr + + +@dataclass +class Web: + """settings related to web application""" + + default_dir: Path + protect_filebrowser: bool = True + burst_filters: list[BurstFilterItem] = field(default_factory=list) + password: Optional[str] = None + + +@dataclass +class BurstColor: + streams: list[str] = field(default_factory=lambda: ["DD", "DA", "AA"]) + L: int = 50 + M: int = 100 + T: float = 500e-6 + + +@dataclass +class DontFRETConfig: + channels: dict[str, Channel] + streams: dict[str, list[str]] + burst_search: dict[str, list[BurstColor]] + web: Web + + @classmethod + def from_dict(cls, data: Data): + config = Config(type_hooks={Path: lambda v: Path(v).expanduser()}) + return from_dict(cls, data, config) + + @classmethod + def from_yaml(cls, fpath: Path): + data = yaml.safe_load(fpath.read_text()) + return cls.from_dict(data) + + def to_yaml(self, fpath: Path) -> None: + s = yaml.dump(clean_types(asdict(self)), sort_keys=False) + fpath.write_text(s) + + def update(self, data: Data): + new_data = {**self.__dict__, **data} + + # we use `from_dict` to cast to the correct types + new_cfg = DontFRETConfig.from_dict(new_data) + vars(self).update(vars(new_cfg)) + + +cfg_file_paths = [ + CONFIG_HOME / "dont_fret" / "dont_fret.yaml", + Path(__file__).parent / "default.yaml", +] + +# take the first one which exists +cfg_fpath = next((p for p in cfg_file_paths if p.exists()), None) +assert cfg_fpath +cfg = DontFRETConfig.from_yaml(cfg_fpath) diff --git a/dont_fret/config/default.yaml b/dont_fret/config/default.yaml new file mode 100644 index 0000000..f3dc249 --- /dev/null +++ b/dont_fret/config/default.yaml @@ -0,0 +1,45 @@ +channels: # refactor channels in code to channel_identifiers + laser_D: + target: nanotimes + value: [ 0, 1000 ] + laser_A: + target: nanotimes + value: [ 1000, 2000 ] # intervals are inclusive, exclusive + det_D: + target: detectors + value: 1 + det_A: + target: detectors + value: 0 + +streams: + DD: [laser_D, det_D] + DA: [laser_D, det_A] + AA: [laser_A, det_A] + AD: [laser_A, det_D] + +burst_search: + DCBS: # name of the burst search + - streams: [DD, DA] # photons streams to use + L: 50 + M: 35 + T: 500.e-6 + - streams: [AA] + L: 50 + M: 35 + T: 500.e-6 + APBS: + - streams: [DD, DA, AA] + L: 50 + M: 100 + T: 500.e-6 + +# settings related to dont-fret's web interface +web: + password: null # set to null to disable password protection + default_dir: "~" # default directory show in the file browser + protect_filebrowser: true # true to prevent navigation above default_dir + burst_filters: # default filters to apply to burst search filters + - name: n_photons + min: 150 + diff --git a/dont_fret/expr.py b/dont_fret/expr.py new file mode 100644 index 0000000..123dc07 --- /dev/null +++ b/dont_fret/expr.py @@ -0,0 +1,70 @@ +import ast +from functools import reduce +from operator import and_, or_ +from typing import Dict + +import polars as pl +import yaml + +from dont_fret.config.config import Channel + + +def from_channel(channel: Channel) -> pl.Expr: + expr = pl.col(channel.target) + if channel.modulo is not None: + expr = expr.mod(channel.modulo) + if isinstance(channel.value, (int, float)): + expr = expr == pl.lit(channel.value) + elif len(channel.value) == 2: + expr = expr.is_between(channel.value[0], channel.value[1], closed="left") + else: + raise ValueError( + "Channel specification field 'value' must be either one value or a range of two" + ) + return expr + + +def reduce_and(exprs: list[pl.Expr]) -> pl.Expr: + return reduce(and_, exprs) + + +def reduce_or(exprs: list[pl.Expr]) -> pl.Expr: + return reduce(or_, exprs) + + +def parse_yaml_expressions(yaml_content: str) -> Dict[str, pl.Expr]: + yaml_data = yaml.safe_load(yaml_content) + return {key: parse_expression(value).alias(key) for key, value in yaml_data.items()} + + +def parse_expression(expr: str) -> pl.Expr: + tree = ast.parse(expr, mode="eval") + return evaluate_node(tree.body) + + +def evaluate_node(node): + if isinstance(node, ast.Name): + return pl.col(node.id) + elif isinstance(node, ast.Constant): + return pl.lit(node.n) + elif isinstance(node, ast.BinOp): + left = evaluate_node(node.left) + right = evaluate_node(node.right) + return apply_operator(node.op, left, right) + else: + raise ValueError(f"Unsupported node type: {type(node).__name__}") + + +def apply_operator(op, left, right): + if isinstance(op, ast.Add): + return left + right + elif isinstance(op, ast.Sub): + return left - right + elif isinstance(op, ast.Mult): + return left * right + elif isinstance(op, ast.Div): + return left / right + elif isinstance(op, ast.Pow): + return left.pow(right) + else: + raise ValueError(f"Unsupported operator: {type(op).__name__}") diff --git a/dont_fret/fileIO.py b/dont_fret/fileIO.py new file mode 100644 index 0000000..68a8744 --- /dev/null +++ b/dont_fret/fileIO.py @@ -0,0 +1,182 @@ +import os +import struct +import time +from pathlib import Path + +import numpy as np +import polars as pl +from phconvert.pqreader import ( + _convert_multi_tags, + _ptu_rec_type_r, + _ptu_tag_type_r, + _ptu_TDateTime_to_time_t, + load_ptu, +) + +from dont_fret.config.config import DontFRETConfig, cfg +from dont_fret.expr import from_channel, reduce_and +from dont_fret.models import Bursts + + +def export_bursts(bursts: Bursts): + """ + export to .csv format as per + https://github.com/Fluorescence-Tools/exchange-formats/tree/master/burst/pam + + :param bursts: + :return: + """ + # FRET Efficiency,Stoichiometry,Proximity Ratio,Stoichiometry (raw),Lifetime D [ns],Lifetime A [ns],Anisotropy D,Anisotropy A,|TDX-TAA| Filter,ALEX 2CDE Filter,|TDD-TDA| Filter,FRET 2CDE Filter,Duration [ms],Mean Macrotime [s],Number of Photons,Count rate [kHz],Count rate (DD) [kHz],Count rate (DA) [kHz],Count rate (AA) [kHz],Count rate (DD par) [kHz],Count rate (DD perp) [kHz],Count rate (DA par) [kHz],Count rate (DA perp) [kHz],Count rate (AA par) [kHz],Count rate (AA perp) [kHz],Number of Photons (DD),Number of Photons (DA),Number of Photons (AA),Number of Photons (DD par),Number of Photons (DD perp),Number of Photons (DA par),Number of Photons (DA perp),Number of Photons (AA par),Number of Photons (AA perp),log(FD/FA),M1-M2,Number of Photons (DX),Count rate (DX) [kHz],Distance (from intensity) [A],FRET efficiency (from lifetime),Distance (from lifetime) [A],FRET efficiency (sens. Acc. Em.) + + return None + + +class PhotonFile(object): + """Base class for file objects of photon data""" + + def __init__(self, file_path: os.PathLike): + self.file_path = Path(file_path) + + if isinstance(self.file_path, Path) and not self.file_path.exists(): + raise ValueError("Supplied file path does not exist") + + @property + def filename(self) -> str: + try: + return self.file_path.name + except AttributeError: + return "" + + def load_file(self, cfg: DontFRETConfig = cfg) -> tuple[pl.DataFrame, dict]: + """ + returns data, metadata + """ + timestamps, detectors, nanotimes, metadata = load_ptu(self.file_path) + lazy_data = pl.LazyFrame( + {"timestamps": timestamps, "detectors": detectors, "nanotimes": nanotimes} + ) + + channel_expr = {k: from_channel(v) for k, v in cfg.channels.items()} + stream_expr = { + k: reduce_and([channel_expr[ch] for ch in v]) for k, v in cfg.streams.items() + } + + dtype = pl.Enum(stream_expr.keys()) + queries = [ + lazy_data.filter(v).with_columns(pl.lit(k).alias("stream").cast(dtype)) + for k, v in stream_expr.items() + ] + concat_query = pl.concat(queries).sort("timestamps") + data = concat_query.collect() + + return data, metadata + + +def _read_tag(f): + tag_struct = struct.unpack("32s i I q", f.read(48)) + + # and save it into a dict + tagname = tag_struct[0].rstrip(b"\0").decode() + keys = ("idx", "type", "value") + tag = {k: v for k, v in zip(keys, tag_struct[1:])} + # tag["offset"] = f.tell() # Uncomment if you want offset information + # Recover the name of the type (a string) + tag["type"] = _ptu_tag_type_r[tag["type"]] + + # Some tag types need conversion + if tag["type"] == "tyFloat8": + tag["value"] = np.int64(tag["value"]).view("float64") + elif tag["type"] == "tyBool8": + tag["value"] = bool(tag["value"]) + elif tag["type"] == "tyTDateTime": + TDateTime = np.uint64(tag["value"]).view("float64") + t = time.gmtime(_ptu_TDateTime_to_time_t(TDateTime)) + tag["value"] = time.strftime("%Y-%m-%d %H:%M:%S", t) + + # Some tag types have additional data + if tag["type"] == "tyAnsiString": + byte_string = f.read(tag["value"]).rstrip(b"\0") + try: + tag["data"] = byte_string.decode() # try decoding from UTF-8 + except UnicodeDecodeError: + # Not UTF-8, trying 'latin1' + # See https://github.com/Photon-HDF5/phconvert/issues/35 + tag["data"] = byte_string.decode("latin1") + elif tag["type"] == "tyFloat8Array": + buffer = f.read(tag["value"]) + tag["data"] = np.frombuffer(buffer, dtype="float", count=tag["value"] / 8) + elif tag["type"] == "tyWideString": + # WideString use type WCHAR in the original C++ demo code. + # WCHAR size is not fixed by C++ standard, but on windows + # is 2 bytes and the default encoding is UTF-16. + # I'm assuming this is what the PTU requires. + tag["data"] = f.read(tag["value"] * 2).decode("utf16") + elif tag["type"] == "tyBinaryBlob": + tag["data"] = f.read(tag["value"]) + return tagname, tag + + +def _read_ptu_tags(f) -> dict: + tags = {} + + while True: + tagname, tag = _read_tag(f) + # In case a `tagname` appears multiple times, we make a list + # to hold all the tags with the same name + if tagname in tags: + if not isinstance(tags[tagname], list): + tags[tagname] = [tags[tagname]] + tags[tagname].append(tag) + else: + tags[tagname] = tag + + if tagname == "Header_End": + break + + return tags + + +def _check_ptu_magic(f) -> tuple[bytes, bytes]: + magic = f.read(8).rstrip(b"\0") + version = f.read(8).rstrip(b"\0") + if magic != b"PQTTTR": + raise IOError("This file is not a valid PTU file. " "Magic: '%s'." % magic) + + return magic, version + + +def convert_ptu_tags(tags: dict) -> dict: + """Convert PTU tags to metadata dict""" + + acquisition_duration = tags["MeasDesc_AcquisitionTime"]["value"] * 1e-3 + ctime_t = time.strptime(tags["File_CreatingTime"]["value"], "%Y-%m-%d %H:%M:%S") + creation_time = time.strftime("%Y-%m-%d %H:%M:%S", ctime_t) + record_type = _ptu_rec_type_r[tags["TTResultFormat_TTTRRecType"]["value"]] + hw_type = tags["HW_Type"] + if isinstance(hw_type, list): + hw_type = hw_type[0] + metadata = { + "timestamps_unit": tags["MeasDesc_GlobalResolution"]["value"], # both T3 and T2 + "acquisition_duration": acquisition_duration, + "software": tags["CreatorSW_Name"]["data"], + "software_version": tags["CreatorSW_Version"]["data"], + "creation_time": creation_time, + "hardware_name": hw_type["data"], + "record_type": record_type, + "tags": _convert_multi_tags(tags), + } + if record_type.endswith("T3"): + metadata["nanotimes_unit"] = tags["MeasDesc_Resolution"]["value"] + metadata["laser_repetition_rate"] = tags["TTResult_SyncRate"]["value"] + + return metadata + + +def read_ptu_metadata(filename: os.PathLike) -> dict: + with open(filename, "rb") as f_obj: + _check_ptu_magic(f_obj) + tags = _read_ptu_tags(f_obj) + + metadata = convert_ptu_tags(tags) + + return metadata diff --git a/dont_fret/formatting.py b/dont_fret/formatting.py new file mode 100644 index 0000000..4210e4b --- /dev/null +++ b/dont_fret/formatting.py @@ -0,0 +1,12 @@ +TRACE_COLORS = { + "DD": "Green", + "DA": "Yellow", + "AA": "Red", +} +TRACE_SIGNS = { + "DD": 1, + "DA": 1, + "AA": -1, +} +HIST1D_KWARGS = dict(bins="fd", color="#4d4d4d") +CONTOURF_KWARGS = dict(levels=15, lw=0, cmap="viridis") diff --git a/dont_fret/models.py b/dont_fret/models.py new file mode 100644 index 0000000..7a78841 --- /dev/null +++ b/dont_fret/models.py @@ -0,0 +1,436 @@ +from __future__ import annotations + +import json +from functools import cached_property, reduce +from pathlib import Path +from typing import TYPE_CHECKING, Optional, Union + +import numpy as np +import polars as pl + +from dont_fret.burst_search import bs_eggeling, return_intersections +from dont_fret.config.config import BurstColor, DontFRETConfig, cfg +from dont_fret.support import get_binned +from dont_fret.utils import clean_types + +if TYPE_CHECKING: + from dont_fret.fileIO import PhotonFile + + +class PhotonData: + """Base object for timestamp data + + + does not have identified channels + and access the structured array with properties + + timestamps: ndarray int timestamps (global resolution) + detectors: ndarray int + nanotimes, optional: ndarray int + + metadata: dict; whatever contents + """ + + def __init__( + self, data: pl.DataFrame, metadata: Optional[dict] = None, cfg: DontFRETConfig = cfg + ): + self.data = data + self.metadata = metadata or {} + self.cfg = cfg + + def __str__(self): + s = str(self.__class__) + " object\n" + s += f"Number of photons: {len(self)}\n" + return s + + def __hash__(self) -> int: + # Hashes only the metadata + # If you butcher the metadata you might get a collision + + # TODO: combine with config and version + + s = json.dumps(clean_types(self.metadata), sort_keys=True) + return hash(s) + + @property + def timestamps(self) -> pl.Series: + """Array of integer typestamps""" + return self.data["timestamps"] + + @property + def detectors(self) -> pl.Series: + return self.data["detectors"] + + @property + def nanotimes(self) -> Optional[pl.Series]: + try: + return self.data["nanotimes"] + except KeyError: + return None + + @property + def cps(self) -> float: + """Average count rate (counts per second / Hz)""" + return len(self) / float(self.photon_times.max()) # type: ignore + + def __getitem__(self, key): + # TODO sort when slicing backwards? + return self.__class__(self.data[key], metadata=self.metadata, cfg=self.cfg) + + def __len__(self) -> int: + return len(self.data) + + @classmethod + def from_file(cls, f_obj: PhotonFile, metadata: Optional[dict] = None): + data, f_metadata = f_obj.load_file() + full_metadata = {**f_metadata, **(metadata or {})} + if "timestamps_unit" not in full_metadata.keys(): + raise ValueError("Missing field 'timestamps_unit' in metadata") + if f_obj.filename: + full_metadata["filename"] = f_obj.filename + + return cls(data, metadata=full_metadata) + + @classmethod + def load(cls, directory: Path) -> PhotonData: + data = pl.read_parquet(directory / "data.pq") + with open(directory / "metadata.json", "r") as f: + metadata = json.load(f) + + cfg = DontFRETConfig.from_yaml(directory / "config.yaml") + return PhotonData(data, metadata, cfg) + + def save(self, directory: Path) -> None: + directory.mkdir(parents=True, exist_ok=True) + self.data.write_parquet(directory / "data.pq") + with open(directory / "metadata.json", "w") as f: + json.dump(self.metadata, f) + self.cfg.to_yaml(directory / "config.yaml") + + @property + def monotonic(self) -> bool: + """Is `True` is the timestamps are monotonically increasing""" + return self.timestamps.diff().ge(0).all(ignore_nulls=True) + + @property + def timestamps_unit(self) -> Optional[float]: + """Multiplication factor to covert timestamps integers to seconds""" + try: + return self.metadata["timestamps_unit"] + except KeyError: + return None + + @property + def nanotimes_unit(self) -> Optional[float]: + """Multiplication factor to covert nanotimes integers to seconds""" + try: + return self.metadata["nanotimes_unit"] + except KeyError: + return None + + @property + def tau_mean(self) -> float: + """Mean of the nanotimes (in seconds). Sometimes referred to as 'fast lifetime' as it is fast to compute""" + if self.nanotimes is not None and self.nanotimes_unit is not None: + return self.nanotimes.mean() * self.nanotimes_unit + else: + return np.nan + + @property + def photon_times(self) -> pl.Series: + """Photon arrival times in seconds (without nanotime)""" + return self.timestamps * self.timestamps_unit + + @property + def n_photons(self) -> int: + """Number of photons""" + return len(self) + + @property + def tmax(self) -> float: + """Last timepoint in seconds""" + return self.timestamps[-1] * self.timestamps_unit + + @property + def tmin(self) -> float: + """First timepoint in seconds""" + return self.timestamps[0] * self.timestamps_unit + + @property + def description(self) -> str: + """User-defined description of the file""" + s = "" + s += f"Datetime: {self.metadata['tags']['File_CreatingTime']['value']}\n" + s += f"Duration: {self.metadata['acquisition_duration']}\n" + s += f"Power diode: {self.metadata['tags']['UsrPowerDiode']['value']:.2f}\n" + + if self.comment: + s += "Comment:\n" + s += self.comment + + return s + + @property + def comment(self) -> str: + """User-defined comment""" + try: + return self.metadata["tags"]["File_Comment"]["data"] + except KeyError: + return "" + + @property + def measurement_type(self) -> str: + """ + Photon-hdf5 qualifier + + Returns: + String of the measurement type + + """ + return self.metadata["measurement_type"] + + def to_file(self): + """write to photon-hdf5 file""" + ... + + def burst_search(self, colors: Union[str, list[BurstColor]]) -> Bursts: + """ + Search for bursts in the photon data. + + The burst search supports N-'color' burst search. For example, the following `colors` + can be used for a typical dual color burst search: + + >>> colors = [ + ... BurstColor(streams=['DD', 'DA'], L=35, M=50, T=0.0005), + ... BurstColor(streams=['AA'], L=30, M=50, T=0.0005) + ... ] + + Burst seach will be applied to each stream separately, after which overlapping intervals + between both streams are determined which yields the returned set of bursts. + + Args: + search_spec: Dictionary specifying the burst search parameters for each stream. + + Returns: + BurstSet object containing the identified bursts. + + """ + + if isinstance(colors, str): + burst_colors = cfg.burst_search[colors] + elif isinstance(colors, list): + burst_colors = colors + else: + raise ValueError("colors must be a string or list of BurstColor objects") + + if self.timestamps_unit is None: + raise ValueError("timestamps_unit must be set before searching for bursts") + + # Create a list of timestamp tuples marking start and end of the bursts + # Final output is a list of lists of tuples with one sublist of tuples per burst photon stream + times_list = [] + for c in burst_colors: + timestamps = self.data.filter(pl.col("stream").is_in(c.streams))[ + "timestamps" + ].to_numpy() + T_int = np.round(c.T / (2 * self.timestamps_unit)).astype("int32") + + # Indices of timestamps of burst time start and stop + indices = bs_eggeling(timestamps, c.L, c.M, T_int) + # Convert indices to times + # TODO: return timestamps directly + times = [(timestamps[imin], timestamps[imax]) for imin, imax in indices] + times_list.append(times) + + # Check if any of the times _items is empty, if so, bursts is empty + if any(len(t) == 0 for t in times_list): + burst_photons = pl.DataFrame({k: [] for k in self.data.columns + ["burst_index"]}) + else: + # Take the intersection of the time intervals found by the multi-color burst search + final_times = reduce(return_intersections, times_list) + + if len(final_times) == 0: # No overlap found + burst_photons = pl.DataFrame({k: [] for k in self.data.columns + ["burst_index"]}) + else: + tmin, tmax = np.array(final_times).T + + # Convert back to indices + imin = np.searchsorted(self.timestamps, tmin) + imax = np.searchsorted(self.timestamps, tmax) + # take all photons (up to and including? edges need to be checked!) + b_num = int(2 ** np.ceil(np.log2((np.log2(len(imin)))))) + dtype = getattr(pl, f"UInt{b_num}", pl.Int32) + bursts = [ + self.data[i1 : i2 + 1].with_columns(pl.lit(bi).alias("burst_index").cast(dtype)) + for bi, (i1, i2) in enumerate(zip(imin, imax)) + ] + burst_photons = pl.concat(bursts) + + bs = Bursts(burst_photons, metadata=self.metadata) + + return bs + + +class BinnedPhotonData: + """ + Binned photon data. + """ + + def __init__( + self, + photon_data: PhotonData, + binning_time: float = 1e-3, + bounds: tuple[Optional[float], Optional[float]] = (None, None), + ): + # bounds interval is inclusive, exclusive + + self.photon_data = photon_data + self.__binning_time = binning_time + + N = 10000 # max number of datapoints + tmin = bounds[0] or 0 + tmax = bounds[1] or min(photon_data.tmax + np.spacing(1.0), N * binning_time) + self.__bounds = (tmin, tmax) + + @property + def binning_time(self) -> float: + """Binning time in seconds""" + return self.__binning_time + + @binning_time.setter + def binning_time(self, value: float): + self.__binning_time = value + self.invalidate_cache() + + @property + def bounds(self) -> tuple[float, float]: + return self.__bounds + + @bounds.setter + def bounds(self, value: tuple[float, float]): + self.__bounds = value + self.invalidate_cache() + + def invalidate_cache(self): + if hasattr(self, "time"): + del self.time + if hasattr(self, "photons"): + del self.photons + + @cached_property + def photons(self) -> np.ndarray: # integer array + """Number of photons per time bin""" + self.time, self.photons = self._get_binned() + return self.photons + + @cached_property + def time(self) -> np.ndarray: # float array + """Time axis (in seconds). Time points are centers of bins""" + self.time, self.photons = self._get_binned() + return self.time + + @property + def photon_times(self) -> np.ndarray: + """Photon arrival times in this trace, subject to `bounds`""" + b_arr = np.array(self.bounds) / self.photon_data.timestamps_unit + bounds_int = np.array([np.floor(b_arr[0]), np.ceil(b_arr[1])]).astype("uint64") + i_min, i_max = np.searchsorted(self.photon_data.timestamps, bounds_int) + + return self.photon_data.photon_times[i_min:i_max] + + def _get_binned(self) -> tuple[np.ndarray, np.ndarray]: + """Gets bin centers (time, seconds) and photons per bin""" + + return get_binned(self.photon_times.to_numpy(), self.binning_time, self.bounds) + + def __len__(self) -> int: + """Length of the binned result""" + return len(self.time) + + +class Bursts(object): + """ + Class which holds a set of bursts. + + attrs: + bursts np.array with Burst Objects + """ + + # todo add metadata support + # bursts: numpy.typing.ArrayLike[Bursts] ? + def __init__( + self, photon_data: pl.DataFrame, metadata: Optional[dict] = None, cfg: DontFRETConfig = cfg + ): + self.photon_data = photon_data + self.metadata: dict = metadata or {} + self.cfg = cfg + + agg = [(pl.col("stream") == stream).sum().alias(f"n_{stream}") for stream in cfg.streams] + agg.extend( + [ + pl.when(pl.col("stream") == k).then(pl.col("nanotimes")).mean().alias(f"tau_{k}") + for k in cfg.streams + ] + ) + + agg.append(pl.col("timestamps").mean().alias("timestamps_mean")) + agg.append(pl.col("timestamps").min().alias("timestamps_min")) + agg.append(pl.col("timestamps").max().alias("timestamps_max")) + + # TODO as yaml in config + columns = [ + (pl.col("n_DA") / (pl.col("n_DD") + pl.col("n_DA"))).alias("E_app"), + ( + (pl.col("n_DA") + pl.col("n_DD")) + / (pl.col("n_DD") + pl.col("n_DA") + pl.col("n_AA")) + ).alias("S_app"), + photon_data["burst_index"].unique_counts().alias("n_photons"), + ] + + t_unit = self.metadata.get("timestamps_unit", None) + if t_unit is not None: + columns.extend( + [ + (pl.col("timestamps_mean") * t_unit).alias("time_mean"), + ((pl.col("timestamps_max") - pl.col("timestamps_min")) * t_unit).alias( + "time_length" + ), + ] + ) + + self.burst_data = ( + self.photon_data.group_by("burst_index", maintain_order=True) + .agg(agg) + .with_columns(columns) + ) + + @classmethod + def load(cls, directory: Path) -> Bursts: + data = pl.read_parquet(directory / "data.pq") + with open(directory / "metadata.json", "r") as f: + metadata = json.load(f) + + cfg = DontFRETConfig.from_yaml(directory / "config.yaml") + return Bursts(data, metadata, cfg) + + def save(self, directory: Path) -> None: + directory.mkdir(parents=True, exist_ok=True) + self.photon_data.write_parquet(directory / "data.pq") + with open(directory / "metadata.json", "w") as f: + json.dump(self.metadata, f) + self.cfg.to_yaml(directory / "config.yaml") + + def __len__(self) -> int: + """Number of bursts""" + return len(self.burst_data) + + def __iter__(self): + return self.photon_data.group_by("burst_index") + + @property + def timestamps_unit(self) -> Optional[float]: + """Multiplication factor to covert timestamps integers to seconds""" + try: + return self.metadata["timestamps_unit"] + except KeyError: + return None diff --git a/dont_fret/process.py b/dont_fret/process.py new file mode 100644 index 0000000..2ae17e0 --- /dev/null +++ b/dont_fret/process.py @@ -0,0 +1,71 @@ +from __future__ import annotations + +from concurrent.futures import ThreadPoolExecutor, as_completed +from pathlib import Path +from typing import Literal, Optional + +import polars as pl +from tqdm.auto import tqdm + +from dont_fret.config import cfg +from dont_fret.fileIO import PhotonFile +from dont_fret.models import PhotonData + + +def search_and_save( + file: Path, + burst_colors: str | list[str] | None = None, + write_photons: bool = True, + output_type: Literal[".pq", ".csv"] = ".pq", +) -> None: + """ + Performs burst search on the supplied file and saves burst search output to disk. + """ + photons = PhotonData.from_file(PhotonFile(file)) + if burst_colors is None: + colors = cfg.burst_search.keys() + elif isinstance(burst_colors, str): + colors = [burst_colors] + elif isinstance(burst_colors, list): + colors = burst_colors + output_dir = file.parent + for color in colors: + bursts = photons.burst_search(color) + if write_photons: + write_dataframe( + bursts.photon_data, output_dir / f"{file.stem}_{color}_photon_data{output_type}" + ) + write_dataframe( + bursts.burst_data, output_dir / f"{file.stem}_{color}_burst_data{output_type}" + ) + + +def write_dataframe(df: pl.DataFrame, path: Path) -> None: + """Write a dataframe to disk. Writier used depends on path suffix.""" + if path.suffix == ".pq": + df.write_parquet(path) + elif path.suffix == ".csv": + df.write_csv(path) + else: + raise ValueError(f"Unsupported output type: {path.suffix}") + + +def batch_search_and_save( + files: list[Path], + burst_colors: str | list[str] | None = None, + write_photons: bool = True, + output_type: Literal[".pq", ".csv"] = ".pq", + max_workers: Optional[int] = None, +) -> None: + """ + Search all photon file items in batch threaded. + """ + + futures = [] + with ThreadPoolExecutor(max_workers=max_workers) as executor: + for f in files: + fut = executor.submit(search_and_save, f, burst_colors, write_photons, output_type) + futures.append(fut) + + for f in tqdm(as_completed(futures), total=len(futures)): + f.result() diff --git a/dont_fret/support.py b/dont_fret/support.py new file mode 100644 index 0000000..88dde49 --- /dev/null +++ b/dont_fret/support.py @@ -0,0 +1,31 @@ +"""data handling supporting functions""" + +import numpy as np + + +def get_binned( + times: np.ndarray, binning_time: float, bounds: tuple[float, float] +) -> tuple[np.ndarray, np.ndarray]: + """ + Returns asynchronous data represented as events at discrete `times` into a + time-binned format. + + Args: + times: Input event times. + binning_time: Width of the requested bins. + bounds: Requested time interval of binned data. Format is (`lower_bound`, `upper_bound`). + Value of `lower_bound` must be smaller than or equal to the min value of `times`, + mutatis mutandis `upper_bound`. + + + Returns: + A tuple (`time`, `binned`), where `time` is the bin centers and `binned` the number + of events in this bin. + """ + time = np.arange(bounds[0], bounds[-1], binning_time) + binning_time / 2 + t_min = int(bounds[0] / binning_time) + + t = (times / binning_time).astype(int) # binned times as integer mutiples of binning_time + binned = np.bincount(t - t_min, minlength=time.size) + + return time, binned diff --git a/dont_fret/tmp.py b/dont_fret/tmp.py new file mode 100644 index 0000000..1458dbe --- /dev/null +++ b/dont_fret/tmp.py @@ -0,0 +1,51 @@ +from pathlib import Path + +import solara +import solara.lab +import yaml + +import dont_fret.web.state as state +from dont_fret.config.config import cfg +from dont_fret.web.dev import load_burst_items, load_file_items +from dont_fret.web.home import HomePage +from dont_fret.web.main import Page as MainPage +from dont_fret.web.models import FRETNode + +data = yaml.safe_load(Path("default_testing.yaml").read_text()) +cfg.update(data) + + +# TODO default burst searches from config +DCBS_TEST = {"DD + DA": {"L": 50, "M": 35, "T": 0.0005}, "AA": {"L": 50, "M": 35, "T": 0.0005}} +APBS_TEST = {"DD + DA + AA": {"L": 50, "M": 35, "T": 0.0005}} + +pth = "ds2" +photon_file_items = load_file_items(pth) +# burst_items = load_burst_items(pth, suffix=".csv") + +fret_nodes = [ + FRETNode( + name="FRET NOT", + photons=photon_file_items, + # bursts=burst_items, + ), +] + +# %% + + +@solara.component +def Page(): + def preload(): + # state.FRET_NODES.set([]) + if len(state.fret_nodes.value) == 0: + state.fret_nodes.extend(fret_nodes) + + solara.use_effect(preload, dependencies=[]) + nodes = state.fret_nodes.value + + if len(nodes) != 0: + with solara.Column(style={"height": "100%"}): + MainPage() + else: + solara.Text("Loading fret nodes...") diff --git a/dont_fret/utils.py b/dont_fret/utils.py new file mode 100644 index 0000000..132e8f8 --- /dev/null +++ b/dont_fret/utils.py @@ -0,0 +1,55 @@ +from __future__ import annotations +from collections import OrderedDict +from pathlib import Path + +import numpy as np +from typing import Any + + +def clean_types(d: Any) -> Any: + """cleans up nested dict/list/tuple/other `d` for exporting as yaml/json + + Converts library specific types to python native types, including numpy dtypes, + OrderedDict, numpy arrays + + # https://stackoverflow.com/questions/59605943/python-convert-types-in-deeply-nested-dictionary-or-array + + """ + if isinstance(d, np.floating): + return float(d) + + if isinstance(d, np.integer): + return int(d) + + if isinstance(d, np.ndarray): + return d.tolist() + + if isinstance(d, list): + return [clean_types(item) for item in d] + + if isinstance(d, tuple): + return tuple(clean_types(item) for item in d) + + if isinstance(d, OrderedDict): + return clean_types(dict(d)) + + if isinstance(d, dict): + return {k: clean_types(v) for k, v in d.items()} + + if isinstance(d, Path): + return str(d) + + else: + return d + + +class Singleton(type): + _instances: dict[type, Singleton] = {} + + def __call__(cls, *args: Any, **kwargs: Any) -> Any: + if cls not in cls._instances: + cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs) + return cls._instances[cls] + + def instance(cls: Any, *args: Any, **kwargs: Any) -> Any: + return cls(*args, **kwargs) diff --git a/dont_fret/web/__init__.py b/dont_fret/web/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/dont_fret/web/bursts/__init__.py b/dont_fret/web/bursts/__init__.py new file mode 100644 index 0000000..288c1e8 --- /dev/null +++ b/dont_fret/web/bursts/__init__.py @@ -0,0 +1,3 @@ +from dont_fret.web.bursts.page import BurstPage + +__all__ = ["BurstPage"] diff --git a/dont_fret/web/bursts/components.py b/dont_fret/web/bursts/components.py new file mode 100644 index 0000000..0eac72c --- /dev/null +++ b/dont_fret/web/bursts/components.py @@ -0,0 +1,648 @@ +from __future__ import annotations + +import re +from typing import Callable, Literal, Optional, cast + +import numpy as np +import plotly.express as px +import plotly.graph_objects as go +import polars as pl +import solara +import solara.lab +from plotly.subplots import make_subplots +from solara.alias import rv +from solara.toestand import Ref + +from dont_fret.web.bursts.methods import create_histogram +from dont_fret.web.components import RangeInputField +from dont_fret.web.methods import chain_filters +from dont_fret.web.models import BinnedImage, BurstFilterItem, BurstItem, BurstPlotSettings +from dont_fret.web.reactive import ReactiveFRETNodes +from dont_fret.web.utils import not_none + +N_STEP = 1000 # number slider steps +CMAP = px.colors.sequential.Viridis +WRATIO = 3.5 + + +@solara.component +def FigurePlotlyShapes( + fig: go.Figure, + shapes: dict, + dependencies=None, +): + from plotly.graph_objs._figurewidget import FigureWidget + + fig_element = FigureWidget.element() # type: ignore + + def update_data(): + fig_widget: FigureWidget = solara.get_widget(fig_element) # type: ignore + fig_widget.layout = fig.layout + + length = len(fig_widget.data) # type: ignore + fig_widget.add_traces(fig.data) + data = list(fig_widget.data) + fig_widget.data = data[length:] + + def update_shapes(): + if shapes: + fig_widget: FigureWidget = solara.get_widget(fig_element) # type: ignore + fig_widget.update_shapes(**shapes) + + solara.use_effect(update_data, dependencies or fig) + solara.use_effect(update_shapes, shapes) + + return fig_element + + +@solara.component +def EditFilterDialog( + filter_item: solara.Reactive[BurstFilterItem], # should be a reactive + data: np.ndarray, + on_close: Callable[[], None], +): + def bin_data(): + data_f = data[~np.isnan(data)] + counts, binspace = np.histogram(data_f, bins="fd") + xbins = {"start": binspace[0], "end": binspace[-1], "size": binspace[1] - binspace[0]} + arange = 2 * binspace[0] - 0.05 * binspace[-1], 1.05 * binspace[-1] - binspace[0] + + return data_f, xbins, arange + + data_f, xbins, arange = solara.use_memo(bin_data, []) + + xr_default = ( + not_none(filter_item.value.min, arange[0]), + not_none(filter_item.value.max, arange[1]), + ) + + xrange, set_xrange = solara.use_state(xr_default) + shapes, set_shapes = solara.use_state({}) + + def make_figure(): + return create_histogram(data_f, xbins, arange, xrange) + + fig = solara.use_memo(make_figure, []) + + show_slider, set_show_slider = solara.use_state(True) + + def update_xmin(value): + set_xrange((value, xrange[1])) + d = {"patch": dict(x0=arange[0], x1=value), "selector": 0} + set_shapes(d) + + def update_xmax(value): + set_xrange((xrange[0], value)) + d = {"patch": dict(x0=value, x1=arange[1]), "selector": 1} + set_shapes(d) + + def on_slider(value: tuple[float, float]): + if value[0] != xrange[0]: + d = {"patch": dict(x0=arange[0], x1=value[0]), "selector": 0} + elif value[1] != xrange[1]: + d = {"patch": dict(x0=value[1], x1=arange[1]), "selector": 1} + else: + return + set_shapes(d) + set_xrange(value) + + with solara.Card(f"Filter: {filter_item.value.name}"): + FigurePlotlyShapes(fig, shapes=shapes) + step = (arange[1] - arange[0]) / N_STEP + with solara.Row(): + with solara.Tooltip( + "Disable slider to prevent threshold value rounding." # type: ignore + ): + rv.Switch(v_model=show_slider, on_v_model=set_show_slider) + if show_slider: + solara.SliderRangeFloat( + label="", + min=arange[0], + max=arange[1], + value=xrange, + step=step, + on_value=on_slider, + ) + with solara.Row(): + RangeInputField( + label="Min", + value=xrange[0], + vtype=float, + on_value=update_xmin, + vmin=arange[0], + ) + RangeInputField( + label="Max", + value=xrange[1], + vtype=float, + on_value=update_xmax, + vmax=arange[1], + ) + + def on_save(): + new_filter = BurstFilterItem( + filter_item.value.name, + min=xrange[0], + max=xrange[1], + ) + filter_item.set(new_filter) + on_close() + + with solara.CardActions(): + rv.Spacer() + solara.Button("Save", icon_name="mdi-content-save", on_click=on_save) + solara.Button("Cancel", icon_name="mdi-window-close", on_click=on_close) + + +@solara.component +def FilterListItem( + filter_item: solara.Reactive[BurstFilterItem], data: np.ndarray, on_delete: Callable[[], None] +): + edit, set_edit = solara.use_state(False) + with rv.ListItem(): + rv.ListItemAvatar(children=[rv.Icon(children=["mdi-filter"])]) + rv.ListItemTitle(children=[filter_item.value.name]) + + # TODO multi line + def fmt(v): + if v is None: + return "None" + else: + return f"{v:.5g}" + + rv.ListItemSubtitle( + children=[f"{fmt(filter_item.value.min)} - {fmt(filter_item.value.max)}"] + ) + + solara.IconButton( + color="secondary", + small=True, + rounded=True, + icon_name="mdi-delete", + on_click=on_delete, + ) + + solara.IconButton( + color="secondary", + small=True, + rounded=True, + icon_name="mdi-pencil", + on_click=lambda: set_edit(True), + ) + + with rv.Dialog(v_model=edit, max_width=750, on_v_model=set_edit): + if edit: + EditFilterDialog( + filter_item, + data, + on_close=lambda: set_edit(False), + ) + + +DTYPES = { + "E_app": float, + "S_app": float, + "n_photons": int, + "time_length": float, + "time_mean": float, + "time_min": float, + "time_max": float, + "n_DD": int, + "n_DA": int, + "n_AA": int, + "n_AD": int, + "tau_DD": float, + "tau_DA": float, + "tau_AA": float, + "tau_AD": float, +} + + +@solara.component +def BurstFilters(filters: solara.Reactive[list[BurstFilterItem]], dataframe: pl.DataFrame): + f_names = [f.name for f in filters.value] + attrs = [k for k in DTYPES if k not in f_names] + new_filter_name, set_new_filter_name = solara.use_state(attrs[0]) + + with solara.Card(title="Global filters"): + with rv.List(dense=False): + for idx, flt in enumerate(filters.value): + + def on_delete(idx=idx): + new_filters = filters.value.copy() + del new_filters[idx] + filters.set(new_filters) + + arr = dataframe[flt.name].to_numpy() + FilterListItem(Ref(filters.fields[idx]), arr, on_delete) + + def add_filter(): + item = BurstFilterItem(name=new_filter_name) + new_filters = filters.value.copy() + new_filters.append(item) + filters.set(new_filters) + + solara.Select( + label="Filter attribute", + value=new_filter_name, + values=attrs, + on_value=set_new_filter_name, + ) + solara.Button("Add filter", on_click=lambda: add_filter(), block=True) + + +def generate_figure( + df: pl.DataFrame, + plot_settings: BurstPlotSettings, + binned_image: BinnedImage, + dark: bool = False, +) -> go.Figure: + fig = make_subplots( + rows=2, + cols=2, + shared_yaxes="rows", # type: ignore + shared_xaxes="columns", # type: ignore + horizontal_spacing=0.02, + vertical_spacing=0.02, + column_widths=[WRATIO, 1], + row_heights=[1, WRATIO], + ) + + if sum([plot_settings.z_min is None, plot_settings.z_max is None]) == 1: + raise ValueError("z_min and z_max must be both None or both not None") + + hist2d = go.Heatmap( + x=binned_image.x, + y=binned_image.y, + z=binned_image.img_data.T, + zmin=plot_settings.z_min, + zmax=plot_settings.z_max, + colorscale=CMAP, + colorbar={"title": "Counts"}, + ) + + fig.add_trace(hist2d, row=2, col=1) + fig.update_xaxes(row=2, col=1, range=plot_settings.x_range, title=plot_settings.x_name) + fig.update_yaxes(row=2, col=1, range=plot_settings.y_range, title=plot_settings.y_name) + + if dark: + hist_settings = { + "marker_color": "#adadad", + } + else: + hist_settings = { + "marker_color": "#330C73", + } + + histx = go.Histogram( + x=df[plot_settings.x_name], + xbins=plot_settings.xbins, + name=plot_settings.x_name, + **hist_settings, + ) + fig.add_trace(histx, row=1, col=1) + fig.update_yaxes(row=1, col=1, title="counts") + + histy = go.Histogram( + y=df[plot_settings.y_name], + ybins=plot_settings.ybins, + name=plot_settings.y_name, + **hist_settings, + ) + fig.add_trace( + histy, + row=2, + col=2, + ) + fig.update_xaxes(row=2, col=2, title="counts") + fig.update_layout( + width=700, + height=700, + showlegend=False, + margin=dict(l=20, r=20, t=20, b=20), + template="plotly_dark" if dark else "plotly_white", + ) + + return fig + + +@solara.component +def FileFilterDialog( + burst_item: solara.Reactive[BurstItem], + on_close: Callable[[], None], +): + all_files = sorted(burst_item.value.df["filename"].unique()) + local_selected_files = solara.use_reactive(cast(list[str], burst_item.value.selected_files)) + error, set_error = solara.use_state("") + regex, set_regex = solara.use_state("") + + def on_input(value: str): + try: + pattern = re.compile(value) + set_error("") + except Exception: + set_error("Invalid regex") + set_regex(value) + return + new_selected = [f for f in all_files if pattern.search(f)] + local_selected_files.set(new_selected) + + def on_save(): + if not local_selected_files.value: + return + burst_item.update(selected_files=local_selected_files.value) + # selected_files.set(local_selected_files.value) + on_close() + + with solara.Card("File Filter"): + with solara.Row(style="align-items: center;"): + solara.InputText( + label="regex", value=regex, on_value=on_input, continuous_update=True, error=error + ) + solara.Button(label="Select All", on_click=lambda: local_selected_files.set(all_files)) + solara.Button(label="Select None", on_click=lambda: local_selected_files.set([])) + with solara.v.List(nav=True): + with solara.v.ListItemGroup( + v_model=local_selected_files.value, + on_v_model=local_selected_files.set, + multiple=True, + ): + for filename in all_files: + with solara.v.ListItem(value=filename): + with solara.v.ListItemAction(): + solara.Checkbox(value=filename in local_selected_files.value) + solara.v.ListItemTitle(children=[filename]) + + with solara.CardActions(): + solara.v.Spacer() + solara.Button( + "Save", + icon_name="mdi-content-save", + on_click=on_save, + disabled=not local_selected_files.value, + ) + solara.Button("Close", icon_name="mdi-window-close", on_click=on_close) + + +@solara.component +def PlotSettingsEditDialog( + plot_settings: solara.Reactive[BurstPlotSettings], + df: pl.DataFrame, + on_close: Callable[[], None], + duration: Optional[float] = None, +): + copy = solara.use_reactive(plot_settings.value) + img, set_img = solara.use_state(cast(Optional[BinnedImage], None)) + items = list(df.columns) + + drop_cols = ["filename", "burst_index"] + for col in drop_cols: + if col in items: + items.remove(col) + + def on_save(): + plot_settings.value = copy.value + on_close() + + def autolimit_xy(field: str, axis: Literal["x"] | Literal["y"]): + if field in ["E_app", "S_app"]: + update = {f"{axis}_min": 0.0, f"{axis}_max": 1.0} + elif field.startswith("time") and duration is not None: + update = {f"{axis}_min": 0.0, f"{axis}_max": duration} + # elif field in time .. (autolimit to 0, aquisition duration) + else: + update = {f"{axis}_min": df[field].min(), f"{axis}_max": df[field].max()} + copy.update(**update) + + def autolimit_z(): + if img is not None: + copy.update(z_min=0.0, z_max=img.img_data.max()) + + # TODO z limits should only update when: + # they were `None` (first redraw) + # any of the 'redraw' attributes changed + def rebin(): + if ( + copy.value == plot_settings.value + and copy.value.z_min is not None + and copy.value.z_max is not None + ): + return + img = BinnedImage.from_settings(df, copy.value) + set_img(img) + copy.update(z_min=0.0, z_max=img.img_data.max()) + + # only *some* of copy's attributes should trigger the redraw (specifically not z_min, z_max) + redraw_attrs = ["x_name", "y_name", "x_min", "x_max", "y_min", "y_max", "nbinsx", "nbinsy"] + bin_result = solara.use_thread( + rebin, dependencies=[getattr(copy.value, attr) for attr in redraw_attrs] + ) + disabled = bin_result.state == solara.ResultState.RUNNING + with solara.Card("Plot Settings"): + solara.Select( + label="X value", + value=copy.value.x_name, + values=items, + on_value=lambda val: copy.update(x_name=val), + ) + + solara.Select( + label="Y value", + value=copy.value.y_name, + values=items, + on_value=lambda val: copy.update(y_name=val), + ) + + with solara.Row(): + RangeInputField( + label="X min", + value=copy.value.x_min, + on_value=lambda val: copy.update(x_min=val), + vtype=float, + vmax=copy.value.x_max, + enable_restore=False, + ) + + RangeInputField( + label="X max", + value=copy.value.x_max, + on_value=lambda val: copy.update(x_max=val), + vtype=float, + vmin=copy.value.x_min, + enable_restore=False, + ) + solara.IconButton( + icon_name="mdi-auto-fix", + on_click=lambda *args: autolimit_xy(copy.value.x_name, "x"), + ) + + with solara.Row(): + RangeInputField( + label="Y min", + value=copy.value.y_min, + on_value=lambda val: copy.update(y_min=val), + vtype=float, + vmax=copy.value.y_max, + enable_restore=False, + ) + + RangeInputField( + label="Y max", + value=copy.value.y_max, + on_value=lambda val: copy.update(y_max=val), + vtype=float, + vmin=copy.value.y_min, + enable_restore=False, + ) + + solara.IconButton( + icon_name="mdi-auto-fix", + on_click=lambda *args: autolimit_xy(copy.value.y_name, "y"), + ) + + # this should never be `True` after rebin thread finished for the first time + if copy.value.z_min is not None and copy.value.z_max is not None: + with solara.Row(): + RangeInputField( + label="Z min", + value=copy.value.z_min, + on_value=lambda val: copy.update(z_min=val), + vtype=float, + vmax=copy.value.z_max, + enable_restore=False, + disabled=disabled, + ) + RangeInputField( + label="Z max", + value=copy.value.z_max, + on_value=lambda val: copy.update(z_max=val), + vtype=float, + vmin=copy.value.z_min, + enable_restore=False, + disabled=disabled, + ) + + solara.IconButton( + icon_name="mdi-auto-fix", + on_click=lambda *args: autolimit_z(), + disabled=disabled, + ) + + with solara.GridFixed(columns=2): + solara.InputInt( + label="N bins X", + value=copy.value.nbinsx, + on_value=lambda val: copy.update(nbinsx=val), + ) + solara.InputInt( + label="N bins Y", + value=copy.value.nbinsy, + on_value=lambda val: copy.update(nbinsy=val), + ) + + with solara.CardActions(): + rv.Spacer() + solara.Button("Save", icon_name="mdi-content-save", on_click=on_save, disabled=disabled) + solara.Button("Close", icon_name="mdi-window-close", on_click=on_close) + + +# burst item model could have plotsettings instance as child to keep the state +@solara.component +def BurstFigure( + fret_nodes: ReactiveFRETNodes, + global_filters: solara.Reactive[list[BurstFilterItem]], + node_idx: Optional[solara.Reactive[int]] = None, + burst_idx: Optional[solara.Reactive[int]] = None, +): + node_idx = solara.use_reactive(node_idx if node_idx is not None else 0) + burst_idx = solara.use_reactive(burst_idx if burst_idx is not None else 0) + + figure, set_figure = solara.use_state(cast(Optional[go.Figure], None)) + edit_filter, set_edit_filter = solara.use_state(False) + edit_settings, set_edit_settings = solara.use_state(False) + plot_settings = solara.use_reactive(BurstPlotSettings()) + + dark_effective = solara.lab.use_dark_effective() + + node_ref = Ref(fret_nodes.fields[node_idx.value]) + burst_ref = Ref(fret_nodes.fields[node_idx.value].bursts[burst_idx.value]) + + has_bursts = (node for node in fret_nodes.value if node.bursts) + node_values = [{"text": node.name, "value": i} for i, node in enumerate(has_bursts)] + + burst_item_values = [ + {"text": burst_item.name, "value": i} for i, burst_item in enumerate(node_ref.value.bursts) + ] + + file_filter = pl.col("filename").is_in(burst_ref.value.selected_files) + f_expr = chain_filters(global_filters.value) & file_filter + + # this is triggered twice ? + def redraw(): + filtered_df = burst_ref.value.df.filter(f_expr) + img = BinnedImage.from_settings(filtered_df, plot_settings.value) + figure = generate_figure( + filtered_df, plot_settings.value, binned_image=img, dark=dark_effective + ) + set_figure(figure) + + # does hashability matter in speed? + fig_result = solara.use_thread( + redraw, + dependencies=[ + node_idx.value, + burst_idx.value, + plot_settings.value, + global_filters.value, + burst_ref.value.selected_files, + dark_effective, + ], + intrusive_cancel=False, # is much faster + ) + + def on_fret_node(value: int): + node_idx.set(value) + burst_idx.set(0) + + with solara.Card(): + with solara.Row(): + solara.Select( + label="Measurement", + value=node_idx.value, + on_value=on_fret_node, # type: ignore + values=node_values, # type: ignore + ) + + solara.Select( + label="Burst item", + value=burst_idx.value, + on_value=burst_idx.set, + values=burst_item_values, # type: ignore + ) + + solara.IconButton(icon_name="mdi-file-star", on_click=lambda: set_edit_filter(True)) + solara.IconButton(icon_name="mdi-settings", on_click=lambda: set_edit_settings(True)) + + solara.ProgressLinear(fig_result.state == solara.ResultState.RUNNING) + if figure is not None: + with solara.Div( + style="opacity: 0.3" if fig_result.state == solara.ResultState.RUNNING else None + ): + solara.FigurePlotly(figure) + + # dedent this and figure will flicker/be removed when opening the dialog + if edit_settings: + with rv.Dialog(v_model=edit_settings, max_width=750, on_v_model=set_edit_settings): + PlotSettingsEditDialog( + plot_settings, + burst_ref.value.df.filter(f_expr), # = filtered dataframe by global filter + on_close=lambda: set_edit_settings(False), + duration=burst_ref.value.duration, + ) + + if edit_filter: + with rv.Dialog(v_model=edit_filter, max_width=750, on_v_model=set_edit_filter): + FileFilterDialog( + burst_item=burst_ref, + on_close=lambda: set_edit_filter(False), + ) diff --git a/dont_fret/web/bursts/methods.py b/dont_fret/web/bursts/methods.py new file mode 100644 index 0000000..838f3c5 --- /dev/null +++ b/dont_fret/web/bursts/methods.py @@ -0,0 +1,54 @@ +from typing import Optional + +import plotly.graph_objs as go + + +def create_histogram( + data, xbins, arange: tuple[float, float], xrange: tuple[Optional[float], Optional[float]] +) -> go.Figure: + hist_trace = go.Histogram(x=data, xbins=xbins) + + layout = go.Layout( + modebar_remove=[ + "lasso2d", + "select2d", + "zoom2d", + "pan2d", + "zoomIn2d", + "zoomOut2d", + "autoScale2d", + "resetScale2d", + ], + xaxis=dict( + range=arange, + type="linear", + ), + yaxis=dict( + type="linear", + ), + ) + + # Create a figure with the histogram trace and layout + fig = go.Figure(data=[hist_trace], layout=layout) + fig.update_layout(dragmode=False, selectdirection="h") + + fig.add_vrect( + editable=False, + x0=arange[0], + x1=xrange[0] if xrange[0] is not None else arange[0], + fillcolor="gray", + opacity=0.5, + layer="above", + line_width=0, + ) + fig.add_vrect( + editable=False, + x0=xrange[1] if xrange[1] is not None else arange[1], + x1=arange[1], + fillcolor="gray", + opacity=0.5, + layer="above", + line_width=0, + ) + + return fig diff --git a/dont_fret/web/bursts/page.py b/dont_fret/web/bursts/page.py new file mode 100644 index 0000000..d6d2fd1 --- /dev/null +++ b/dont_fret/web/bursts/page.py @@ -0,0 +1,91 @@ +from __future__ import annotations + +import polars as pl +import solara + +import dont_fret.web.state as state +from dont_fret.web.bursts.components import BurstFigure, BurstFilters +from dont_fret.web.methods import chain_filters + + +@solara.component +def BurstPage(): + solara.Title(f"{state.APP_TITLE} / Plot 2D") + # sidebar selected node and burst for filters + has_bursts = [node for node in state.fret_nodes.value if node.bursts] + fret_node, set_fret_node = solara.use_state(has_bursts[0]) + burst_item, set_burst_item = solara.use_state(fret_node.bursts[0]) + + def on_fret_node(node_id: str): + new_node = state.fret_nodes.get_node(node_id) + set_fret_node(new_node) + set_burst_item(new_node.bursts[0]) + + def on_burst_item(item_name: str): + new_item = state.fret_nodes.get_item(fret_node.id, "bursts", item_name) + set_burst_item(new_item) + + def get_dataframe() -> tuple[pl.DataFrame, pl.DataFrame]: + return burst_item.df.filter(chain_filters(state.filters.value)), burst_item.df + + filtered_df, original_df = solara.use_memo( + get_dataframe, + dependencies=[ + burst_item, + state.filters.value, + ], # TODO do they need id's for faster hashing? + ) + with solara.Sidebar(): + with solara.Card("Burst plot settings", margin=0, elevation=0): + solara.Select( + label="Measurement", + value=fret_node.id, + on_value=on_fret_node, # type: ignore + values=[ + {"text": fret_node.name, "value": fret_node.id} + for fret_node in state.fret_nodes.value + if fret_node.bursts # type: ignore + ], + ) + + # check what happens if fret node is changed; should make sure to select a new burst item + solara.Select( + label="Burst item", + value=burst_item.name, + on_value=on_burst_item, + values=[ph.name for ph in fret_node.bursts], + ) + solara.Info(f"Number of bursts: {len(original_df)}", dense=True) + solara.Info(f"After filtering: {len(filtered_df)}", dense=True) + items = list(filtered_df.columns) + try: + items.remove("filename") + except ValueError: + pass + + BurstFilters(state.filters, original_df) + with solara.Card(): + solara.FileDownload( + filtered_df.write_csv, + filename=f"{burst_item.name}{'_filtered' if state.filters.value else ''}_bursts.csv", + children=[ + solara.Button( + "Download bursts csv", + block=True, + ) + ], + ) + + with solara.GridFixed(columns=2): + BurstFigure( + state.fret_nodes, + state.filters, + node_idx=state.burst_figure_selection[0][0], + burst_idx=state.burst_figure_selection[0][1], + ) + BurstFigure( + state.fret_nodes, + state.filters, + node_idx=state.burst_figure_selection[1][0], + burst_idx=state.burst_figure_selection[1][1], + ) diff --git a/dont_fret/web/components.py b/dont_fret/web/components.py new file mode 100644 index 0000000..7e6d3f1 --- /dev/null +++ b/dont_fret/web/components.py @@ -0,0 +1,93 @@ +from __future__ import annotations + +from typing import Callable, Optional, Type + +import solara +import solara.lab +from solara.alias import rv + +import dont_fret.web.state as state + +# from dont_fret.web.methods import burst_search, combine_bursts, get_dataframe + + +@solara.component +def Snackbar(): + bar = state.snackbar.value + + close_btn = solara.Button( + label="close", + color=bar.btn_color, + text=True, + on_click=lambda: state.snackbar.update(show=False), + ) + children = [bar.message, close_btn] + rv.Snackbar( + v_model=bar.show, + color=bar.color, + timeout=bar.timeout, + on_v_model=lambda x: state.snackbar.update(show=x), + children=children, + ) + + +@solara.component +def RangeInputField( + label: str, + value: float | int, + on_value: Callable[[float | int | None], None], + vtype: Type[float] | Type[int], + vmin: Optional[float | int] = None, + vmax: Optional[float | int] = None, + disabled: bool = False, + enable_restore: bool = True, +): + """Input field for a float value with a range slider.""" + + if vmin is not None and vmax is not None and vmin >= vmax: + raise ValueError("vmin must be smaller than vmax") + + error, set_error = solara.use_state(False) + message, set_message = solara.use_state("") + + def inputtext_cb(new_value: str): + try: + value = vtype(new_value) + + except ValueError: + if vtype == int: + set_message("Input must be an integer") + else: + set_message("Input must be a number") + set_error(True) + return + if vmin is not None and value < vmin: + set_message(f"Input must be >= {vmin}") + set_error(True) + return + if vmax is not None and value > vmax: + set_message(f"Input must be <= {vmax}") + set_error(True) + return + set_error(False) + set_message("") + on_value(value) + + text_field = solara.InputText( + label=label, + value=str(value), + error=error, + message=message, + disabled=disabled, + on_value=inputtext_cb, + ) + + # TODO restore to external component + if enable_restore: + with solara.Row(): + (text_field,) # type: ignore + solara.IconButton( + icon_name="mdi-restore", on_click=lambda *args: on_value(vmin or vmax) + ) + else: + text_field # type: ignore diff --git a/dont_fret/web/home/__init__.py b/dont_fret/web/home/__init__.py new file mode 100644 index 0000000..76b2686 --- /dev/null +++ b/dont_fret/web/home/__init__.py @@ -0,0 +1,3 @@ +from dont_fret.web.home.page import HomePage + +__all__ = ["HomePage"] diff --git a/dont_fret/web/home/burst_settings.py b/dont_fret/web/home/burst_settings.py new file mode 100644 index 0000000..f283604 --- /dev/null +++ b/dont_fret/web/home/burst_settings.py @@ -0,0 +1,110 @@ +from functools import partial + +import humanize +import solara +from solara.alias import rv + +from dont_fret.config import cfg +from dont_fret.web.reactive import BurstSettingsReactive + + +@solara.component +def BurstColorSettingForm( + burst_settings: BurstSettingsReactive, settings_name: str, color_idx: int +): + burst_color = burst_settings.get_color(settings_name, color_idx) + setter = partial(burst_settings.update_color, settings_name, color_idx) + with solara.ColumnsResponsive([8, 4]): + with solara.Card("Search Thresholds"): + with solara.Column(): + # TODO figure out why + with solara.Tooltip("Minimal number of 'burst' photons."): # type: ignore + # TODO doesnt keep its value when losing focus; ONLY when pressing enter (-> continous_update) + solara.InputInt( + label="L", + value=burst_color.L, + on_value=lambda val: setter(L=val), + continuous_update=True, + ) + with solara.Tooltip("Number of neighbours in interval."): # type: ignore + solara.InputInt( + label="M", + value=burst_color.M, + on_value=lambda val: setter(M=val), + continuous_update=True, + ) + with solara.Tooltip("Interval size in seconds."): # type: ignore + solara.InputFloat( + label="T", + value=burst_color.T, + on_value=lambda val: setter(T=val), + continuous_update=True, + ) + + with solara.Card("Photon Streams"): + with rv.List(): + with solara.Tooltip("Select the streams to include in this color."): # type: ignore + for stream in cfg.streams: + + def on_value(val, stream: str = stream): + new_streams = burst_color.streams.copy() + if val: + new_streams.append(stream) + else: + new_streams.remove(stream) + setter(streams=new_streams) + + with rv.ListItem(): + rv.ListItemTitle(children=[stream]) + with rv.ListItemAction(): + solara.Checkbox( + value=stream in burst_color.streams, on_value=on_value + ) + + +@solara.component +def BurstSettingsDialog(burst_settings: BurstSettingsReactive, settings_name, on_close): + tab, set_tab = solara.use_state(0) + title = f"Editing burst search settings: '{settings_name}'" + + with solara.Card(title): + + def on_tab_change(val): + set_tab(val) + + def on_tab_remove(*args): + burst_settings.remove_color(settings_name) + + def on_tab_add(*args): + burst_settings.add_color(settings_name) + + try: + n_tabs = len(burst_settings.value[settings_name]) + # This can happen if the settings are reset while a new set was added and is selected + except KeyError: + return + + with solara.ColumnsResponsive([1, 10, 1]): + solara.IconButton(icon_name="mdi-minus", color="primary", on_click=on_tab_remove) + with solara.Row(): + with rv.Tabs( + centered=True, grow=True, v_model=tab, on_v_model=on_tab_change, height=30 + ): + for i in range(n_tabs): # Ref / fields ? + rv.Tab(children=[f"Color {humanize.apnumber(i + 1)}"]) + solara.IconButton(icon_name="mdi-plus", color="primary", on_click=on_tab_add) + + with rv.TabsItems(v_model=tab): + for i in range(n_tabs): + with rv.TabItem(): + BurstColorSettingForm(burst_settings, settings_name, i) + + with solara.CardActions(): + # todo align center + with rv.Layout(row=True): + solara.Button( + label="Save & close", + on_click=lambda *args: on_close(False), + text=True, + classes=["centered"], + ) diff --git a/dont_fret/web/home/fret_tree.vue b/dont_fret/web/home/fret_tree.vue new file mode 100644 index 0000000..3afd659 --- /dev/null +++ b/dont_fret/web/home/fret_tree.vue @@ -0,0 +1,18 @@ + + diff --git a/dont_fret/web/home/info_cards.py b/dont_fret/web/home/info_cards.py new file mode 100644 index 0000000..5ca9a5d --- /dev/null +++ b/dont_fret/web/home/info_cards.py @@ -0,0 +1,452 @@ +"""Solara components for the home page.""" + +from datetime import datetime +from pathlib import Path +from typing import Callable + +import polars as pl +import solara +import solara.lab +import yaml +from solara.alias import rv + +import dont_fret.web.state as state +from dont_fret.web.home.burst_settings import BurstSettingsDialog +from dont_fret.web.home.methods import task_burst_search +from dont_fret.web.methods import format_size +from dont_fret.web.models import BurstItem, FRETNode, PhotonFileItem +from dont_fret.web.reactive import ( + BurstSettingsReactive, + ReactiveFRETNodes, +) + + +@solara.component +def FRETNodeInfoCard( + fret_node: FRETNode, + on_name: Callable[[str], None], + on_description: Callable[[str], None], + on_delete: Callable[[], None], +): + title = solara.use_reactive(fret_node.name) + editing, set_editing = solara.use_state(False) + + def update_title(value): + title.set(value) + on_name(value) + set_editing(False) + + title_elem = ( + fret_node.name + if not editing + else solara.InputText(label="", value=title, on_value=update_title, continuous_update=False) + ) + with solara.Card(title_elem): # type: ignore + rv.Textarea(label="Description", v_model=fret_node.description, on_v_model=on_description) + with solara.CardActions(): + rv.Spacer() + solara.IconButton("edit", on_click=lambda: set_editing(True)) + solara.IconButton("delete", on_click=lambda *args: on_delete()) + + +@solara.component +def PhotonInfoCard( + fret_nodes: ReactiveFRETNodes, + measurement_id: str, + filebrowser_folder: solara.Reactive[Path], + burst_settings: BurstSettingsReactive, + open_: solara.Reactive[list[str]], +): + bs_name, set_bs_name = solara.use_state(next(iter(burst_settings.value.keys()))) + add_new, set_add_new = solara.use_state(False) + show_settings_dialog, set_show_settings_dialog = solara.use_state(False) + + open_confirmation_dialog = solara.use_reactive(False) + + # open the current node so that users can see the files they're adding + def open_node(): + ph_node_id = f"{measurement_id}:photons" + + if ph_node_id not in open_.value: + new_open = open_.value.copy() + new_open.append(ph_node_id) + open_.value = new_open + + def filebrowser_filter(pth: Path) -> bool: + """Return True if the path is a ptu file or a folder.""" + if pth.is_dir(): + return True + elif pth.suffix == ".ptu": + return True + else: + return False + + def add_single_file(ptu_pth: Path): + if ptu_pth.is_dir(): + return + elif ptu_pth.suffix != ".ptu": + return + + add_files([ptu_pth]) + + def add_all_files(*ignore): + filebrowser_folder.value + ptu_files = list(filebrowser_folder.value.glob("*.ptu")) # TODO allow other file types + add_files(ptu_files) + + def add_files(files: list[Path]): + open_node() + current_names = [ph.name for ph in fret_nodes.get_node(measurement_id).photons] + to_add = [PhotonFileItem(file_path=pth) for pth in files if pth.name not in current_names] + fret_nodes.add_photon_files(measurement_id, to_add) + + def remove_all_files(*ignore): + fret_nodes.remove_all_photon_files(measurement_id) + + def confirm_burst_search(): + if not state.fret_nodes.get_node(measurement_id).photons: + state.snackbar.warning("No photon files selected", timeout=0) + return + if bs_name in [b.name for b in fret_node.bursts]: + open_confirmation_dialog.value = True + else: + do_burst_search() + + def do_burst_search(): + # open the bursts node if not open already + bursts_node_id = f"{measurement_id}:bursts:" + if bursts_node_id not in open_.value: + new_open = open_.value.copy() + new_open.append(bursts_node_id) + open_.value = new_open + + task_burst_search(bs_name, measurement_id) + + def on_new_settings(new_name): + if new_name in burst_settings.settings_names: + return + set_add_new(False) + burst_settings.add_settings(new_name) + set_bs_name(new_name) + + fret_node = fret_nodes.get_node(measurement_id) + with solara.Card(f"{fret_node.name} / Photons"): + with solara.Columns([3, 1], gutters=False, gutters_dense=True): + with solara.Card(margin=0): + solara.Text("Click files to add") + solara.FileBrowser( + directory=filebrowser_folder, + on_file_open=add_single_file, + filter=filebrowser_filter, + directory_first=True, + ) + + with solara.Card("Burst Search", margin=0): + with solara.Column(): + if add_new: + solara.InputText( + label="New settings name", value="", on_value=on_new_settings + ) + else: + solara.Select( + label="Burst search settings", + value=bs_name, + on_value=set_bs_name, + values=list( + burst_settings.value.keys() + ), # color names? colorset names? + ) + with solara.Row(gap="0px", justify="space-evenly"): + with solara.Tooltip("Edit current settings"): # type: ignore + solara.IconButton( + icon_name="mdi-pencil", + on_click=lambda *args: set_show_settings_dialog(True), + ) + + with solara.Tooltip("Add new settings"): # type: ignore + solara.IconButton( + icon_name="mdi-plus", on_click=lambda *args: set_add_new(True) + ) + + def remove_settings(): + new_names = burst_settings.settings_names + if len(new_names) == 1: + return + + new_names.remove(bs_name) + set_bs_name(new_names[0]) + burst_settings.remove_settings(bs_name) + + with solara.Tooltip("Delete current settings"): # type: ignore + solara.IconButton( + icon_name="mdi-delete", on_click=lambda *args: remove_settings() + ) + + def reset(): + burst_settings.reset() + # possibly we enter an illegal state, so set name to the first entry. + set_bs_name(next(iter(burst_settings.value.keys()))) + + with solara.Tooltip("Restore default settings"): # type: ignore + solara.IconButton( + icon_name="mdi-restore", + on_click=lambda *args: reset(), + ) + + solara.Button( + "Search!", + on_click=confirm_burst_search, + disabled=task_burst_search.pending, + block=True, + ) + + solara.lab.ConfirmationDialog( + open_confirmation_dialog, + content=f"Burst search result {bs_name!r} already exists. Overwrite?", + on_ok=do_burst_search, + ) + + solara.ProgressLinear( + task_burst_search.progress if task_burst_search.pending else False # type: ignore + ) + + with solara.CardActions(): + solara.Button("Add all files", text=True, on_click=add_all_files) + solara.Button("Remove all files", text=True, on_click=remove_all_files) + + with rv.Dialog( + v_model=show_settings_dialog, + on_v_model=set_show_settings_dialog, + persistent=False, + max_width=800, + ): + BurstSettingsDialog(burst_settings, bs_name, on_close=set_show_settings_dialog) + + +@solara.component +def BurstInfoCard( + fret_nodes: ReactiveFRETNodes, + measurement_id: str, + filebrowser_folder: solara.Reactive[Path], + open_: solara.Reactive[list[str]], +): + # TODO different file types for bursts + def filebrowser_filter(pth: Path) -> bool: + """Return True if the path is a .csv file or a folder.""" + if pth.is_dir(): + return True + elif pth.suffix == ".csv": + return True + else: + return False + + def add_single_file(burst_pth: Path): + if burst_pth.is_dir(): + return + + bursts_node_id = f"{measurement_id}:bursts" + + # open the leaf we are adding to + if bursts_node_id not in open_.value: + new_open = open_.value.copy() + new_open.append(bursts_node_id) + open_.value = new_open + + # check if the item already exists: + if burst_pth.stem in [b.name for b in fret_nodes.get_node(measurement_id).bursts]: + state.snackbar.warning(f"Burst result name {burst_pth.stem!r} already exists.") + return + + # TODO check already added + fret_nodes.add_burst_items(measurement_id, [BurstItem.from_path(burst_pth)]) + + fret_node = fret_nodes.get_node(measurement_id) + with solara.Card(f"{fret_node.name} / Bursts"): + solara.Text("Click files to add") + solara.FileBrowser( + directory=filebrowser_folder.value, + on_directory_change=filebrowser_folder.set, + on_file_open=add_single_file, + filter=filebrowser_filter, + directory_first=True, + ) + + +@solara.component +def PhotonFileInfoCard(ph_file_item: PhotonFileItem, node_name: str, on_delete: Callable[[], None]): + # prevent flicker by setting `loaded` to `True` if we find ourselves in this component + # with the photon loading future already completed + loaded, set_loaded = solara.use_state(False) + + def load_info(): + if ph_file_item.photons is not None: + set_loaded(True) + else: + set_loaded(False) + info = ph_file_item.get_info() + return info + + result = solara.lab.use_task(load_info, dependencies=[ph_file_item], prefer_threaded=True) + + with solara.Card(f"{node_name} / Photon file / {ph_file_item.name}"): + solara.ProgressLinear(result.pending and not loaded) + + if result.pending and not loaded: + solara.Div(style="height: 20px;") + solara.Info("Loading photons...") + + elif result.finished: + info: dict = result.value # type: ignore + solara.Text("General info:") + dt = datetime.strptime(info["creation_time"], "%Y-%m-%d %H:%M:%S") + + headers = [ + {"text": "Property", "value": "property", "width": "50%"}, + {"text": "Value", "value": "value", "width": "50%"}, + ] + + items = [ + { + "property": "Creation date", + "value": f"{dt:%d %B %Y}", + }, + { + "property": "Creation time", + "value": f"{dt:%H:%M %Ss}", + }, + # TODO humanize file size + { + "property": "File size", + "value": format_size(ph_file_item.size), + }, + { + "property": "Number of photons", + "value": info["number_of_photons"], + }, + { + "property": "Acquisition duration", + "value": f"{info['acquisition_duration']} s", + }, + { + "property": "Power diode", + "value": f"{info['power_diode']:.2f} au", + }, + ] + + rv.DataTable( + headers=headers, + items=items, + hide_default_footer=True, + hide_default_header=True, + calculate_widths=True, + ) + + solara.Div(style="height: 20px;") + solara.Text("Count rates:") + headers = [ + {"text": "Stream", "value": "stream"}, + {"text": "Count rate (Hz)", "value": "count_rate", "width": "50%"}, + ] + + items = [ + { + "stream": "All", + "count_rate": f"{info['cps']:.2f}", + } + ] + stream_items = [ + {"stream": stream_name, "count_rate": f"{cps:.2f}"} + for stream_name, cps in info["stream_cps"].items() + ] + + rv.DataTable( + headers=headers, + items=items + stream_items, + hide_default_footer=True, + # hide_default_header=True, + calculate_widths=True, + ) + + solara.Div(style="height: 20px;") + + if comment := info.get("comment", None): + solara.Text(f"User comment: {comment}") + + with solara.CardActions(): + rv.Spacer() + solara.IconButton("delete", on_click=lambda *args: on_delete()) + + +@solara.component +def BurstItemInfoCard(burst_item: BurstItem, node_name: str, on_delete: Callable[[], None]): + headers = [ + {"text": "Filename", "value": "filename"}, + {"text": "Number of bursts", "value": "bursts"}, + {"text": "Photons per burst", "value": "n_photons"}, + {"text": "Duration (ms)", "value": "time_length"}, + {"text": "Interburst time (s)", "value": "ibt"}, + {"text": "Bursts per second (Hz)", "value": "bps"}, + {"text": "In-burst countrate (kHz)", "value": "burst_cps"}, + ] + + filenames = burst_item.df["filename"].unique().sort() + items = [] + for fname in filenames: + item = {"filename": fname} + df = burst_item.df.filter(pl.col("filename") == fname) + + item["bursts"] = len(df) + + inter_burst_times = df["time_mean"].diff().drop_nulls() + ibt_mean, ibt_std = inter_burst_times.mean(), inter_burst_times.std() + item["ibt"] = f"{ibt_mean:.2f} ± {ibt_std:.2f}" + items.append(item) + + bps_mean = 1 / ibt_mean # type: ignore + bps_std = (1 / (ibt_mean**2)) * ibt_std # type: ignore + + item["bps"] = f"{bps_mean:.2f} ± {bps_std:.2f}" + + item["n_photons"] = f"{df['n_photons'].mean():.1f} ± {df['n_photons'].std():.1f}" + item[ + "time_length" + ] = f"{df['time_length'].mean()*1e3:.2f} ± {df['time_length'].std()*1e3:.2f}" # type: ignore + + burst_cps = df["n_photons"] / df["time_length"] + item["burst_cps"] = f"{burst_cps.mean()*1e-3:.2f} ± {burst_cps.std()*1e-3:.2f}" # type: ignore + + with solara.Card(f"{node_name} / Bursts / {burst_item.name}"): + solara.Text(f"Total number of bursts: {len(burst_item.df)}", style="font-weight: bold;") + solara.HTML(tag="br") + solara.Text("Bursts statistics per file:") + + rv.DataTable( + headers=headers, + items=items, + calculate_widths=True, + hide_default_footer=len(items) <= 10, + ) + + with solara.CardActions(): + solara.FileDownload( + burst_item.df.write_csv, + filename=f"{burst_item.name}_bursts.csv", + children=[ + solara.Button( + "Download burst data.csv", + text=True, + ) + ], + ) + solara.FileDownload( + lambda: yaml.dump(burst_item.search_spec), + filename=f"{burst_item.name}_setttings.yaml", + children=[ + solara.Button( + "Download settings", + text=True, + ) + ], + ) + rv.Spacer() + solara.IconButton("delete", on_click=lambda *args: on_delete()) diff --git a/dont_fret/web/home/methods.py b/dont_fret/web/home/methods.py new file mode 100644 index 0000000..9d912b8 --- /dev/null +++ b/dont_fret/web/home/methods.py @@ -0,0 +1,50 @@ +import asyncio +from concurrent.futures import ThreadPoolExecutor + +import polars as pl +import solara +import solara.lab + +import dont_fret.web.state as state +from dont_fret.web.methods import burst_search +from dont_fret.web.models import BurstItem + + +@solara.lab.task(prefer_threaded=False) +async def task_burst_search(name: str, measurement_id: str) -> None: + # name: name of burst search settings as well as its output name + task_burst_search.progress = True + photon_file_items = state.fret_nodes.get_node(measurement_id).photons + burst_colors = list(state.burst_settings.value[name]) + + categories = [item.name for item in photon_file_items] + dtype = pl.Enum(categories) + + loop = asyncio.get_running_loop() + with ThreadPoolExecutor(max_workers=4) as executor: + futures = [] + for f in photon_file_items: + fut = loop.run_in_executor(executor, burst_search, f, burst_colors, dtype) + futures.append(fut) + + results = [] + for i, f in enumerate(asyncio.as_completed(futures)): + results.append(await f) + task_burst_search.progress = (i + 1) * (100 / len(futures)) + + task_burst_search.progress = True + + df = pl.concat( + results, how="vertical_relaxed" + ) # this should be very short such that the UI remains responsive + if len(df) == 0: + state.snackbar.warning("No bursts found", timeout=0) + else: + metadata = {fi.name: fi.get_info() for fi in photon_file_items} + burst_item = BurstItem(name=name, df=df, metadata=metadata) + state.fret_nodes.add_burst_items(measurement_id, [burst_item]) + state.snackbar.success( + f"Burst search completed, found {len(burst_item.df)} bursts", timeout=0 + ) + + task_burst_search.progress = False diff --git a/dont_fret/web/home/page.py b/dont_fret/web/home/page.py new file mode 100644 index 0000000..db6c08c --- /dev/null +++ b/dont_fret/web/home/page.py @@ -0,0 +1,119 @@ +from typing import cast + +import solara +import solara.lab +import solara.toestand + +import dont_fret.web.state as state +from dont_fret.web.home.info_cards import ( + BurstInfoCard, + BurstItemInfoCard, + FRETNodeInfoCard, + PhotonFileInfoCard, + PhotonInfoCard, +) +from dont_fret.web.methods import to_treeview + +welcome_text = """# Don't FRET! + +Add measurements on the left hand side. \n +Explore the nodes in the tree view to add photon files, perform burst search, inspect photon and burst files, +or reload burst .csv files. + +Then proceed to the `BURSTS` and `TRACE` pages to view bursts and photon files. +""" + + +@solara.component_vue("fret_tree.vue") +def FRETTreeView(items, value, active, open_): + pass + + +# Treeview reactives +_val = solara.reactive(None) +open_ = solara.Reactive(cast(list[str], [])) +active_id = solara.Reactive(cast(list[str], [])) + + +@solara.component +def HomePage(): + if len(state.fret_nodes.value) == 0: + state.fret_nodes.add_node() + + with solara.Columns([4, 8], style={"height": "100%"}): + with solara.Card("FRET Measurements"): + with solara.Column(): + FRETTreeView( + items=to_treeview(state.fret_nodes.value), + active=active_id.value, + on_active=active_id.set, # type: ignore + open_=open_.value, + on_open_=open_.set, # type: ignore + value=_val.value, + on_value=_val.set, # type: ignore + ) + + with solara.CardActions(): + solara.Button( + "Add new measurement", + text=True, + on_click=lambda *args: state.fret_nodes.add_node(), + ) + + split = active_id.value[0].split(":") if active_id.value else [] + if len(split) == 0: + with solara.Card(): + solara.Markdown(welcome_text, style="font-size: 18px") + elif len(split) == 1: + + def on_delete_node(node_id=split[0]): + # set the active id to the parent node before deleting + active_id.set([]) + state.fret_nodes.remove_node(node_id) + + def on_name(value: str, node_id=split[0]): + idx = state.fret_nodes.node_idx(node_id) + ref = solara.toestand.Ref(state.fret_nodes.fields[idx]) + ref.update(name=value) + + def on_description(value: str, node_id=split[0]): + idx = state.fret_nodes.node_idx(node_id) + ref = solara.toestand.Ref(state.fret_nodes.fields[idx]) + ref.update(description=value) + + fret_node = state.fret_nodes.get_node(split[0]) + FRETNodeInfoCard( + fret_node, on_name=on_name, on_description=on_description, on_delete=on_delete_node + ) + elif len(split) == 2: + node_id, dtype = split + if dtype == "photons": + PhotonInfoCard( + state.fret_nodes, node_id, state.filebrowser_folder, state.burst_settings, open_ + ) + elif dtype == "bursts": + BurstInfoCard(state.fret_nodes, node_id, state.filebrowser_folder, open_) + elif len(split) == 3: + node_id, dtype, file_item_id = split + fret_node = state.fret_nodes.get_node(node_id) + + if dtype not in ["photons", "bursts"]: + raise ValueError(f"Invalid dtype {dtype}") + + item = state.fret_nodes.get_item(node_id, dtype, file_item_id) # type: ignore + if dtype == "photons": + + def on_delete(item_id=file_item_id): + # set the active id to the parent node before deleting + active_id.set([f"{node_id}:{dtype}"]) + state.fret_nodes.remove_item(node_id, "photons", item_id) + + PhotonFileInfoCard(item, fret_node.name, on_delete) + elif dtype == "bursts": + + def on_delete(item_id=file_item_id): + # set the active id to the parent node before deleting + active_id.set([f"{node_id}:{dtype}"]) + state.fret_nodes.remove_item(node_id, "bursts", item_id) + + BurstItemInfoCard(item, fret_node.name, on_delete) diff --git a/dont_fret/web/local_cluster.py b/dont_fret/web/local_cluster.py new file mode 100644 index 0000000..7b99c89 --- /dev/null +++ b/dont_fret/web/local_cluster.py @@ -0,0 +1,41 @@ +import time +from pathlib import Path +from urllib.parse import urlparse + +import yaml +from distributed import LocalCluster + +# import executor module such that sizeof functions are registered +from dont_fret.config import cfg + +root = Path(__file__).parent.parent.parent +data = yaml.safe_load((root / "default_testing.yaml").read_text()) +cfg.update(data) + +address = cfg.web.executor.address # type: ignore +parsed_adress = urlparse(address) + + +def blocking_cluster(): + """Start a dask LocalCluster and block until iterrupted""" + + try: + local_cluster = LocalCluster(n_workers=6, threads_per_worker=2) + print(f"Started local cluster at {local_cluster.scheduler_address}") + except OSError: + # print(f"Could not start local cluster with at port: {port}") + raise + try: + loop = True + while loop: + try: + time.sleep(2) + except KeyboardInterrupt: + print("Interrupted") + loop = False + finally: + local_cluster.close() + + +if __name__ == "__main__": + blocking_cluster() diff --git a/dont_fret/web/main.py b/dont_fret/web/main.py new file mode 100644 index 0000000..ea24d1d --- /dev/null +++ b/dont_fret/web/main.py @@ -0,0 +1,134 @@ +import argparse +import copy +import sys +from pathlib import Path + +import solara +import solara.lab +import solara.server.settings +import yaml + +import dont_fret.web.state as state +from dont_fret.config import cfg +from dont_fret.web.bursts import BurstPage +from dont_fret.web.components import Snackbar +from dont_fret.web.home import HomePage +from dont_fret.web.models import BurstColorList, FRETNode +from dont_fret.web.trace import TracePage + + +def disable_bursts(nodes: list[FRETNode]) -> bool: + return not bool([ph for node in nodes for ph in node.bursts]) + + +def disable_trace(nodes: list[FRETNode]) -> bool: + return not bool([b for node in nodes for b in node.photons]) + + +pages = [ + { + "name": "home", + "main": HomePage, + "sidebar": None, + "disabled": lambda x: False, + "show": lambda: True, + }, + { + "name": "bursts", + "main": BurstPage, + "sidebar": None, + "disabled": disable_bursts, + "show": lambda: True, + }, + { + "name": "trace", + "main": TracePage, + "sidebar": None, + "disabled": disable_trace, + "show": lambda: True, + }, +] + + +parser = argparse.ArgumentParser(description="Process config argument") +parser.add_argument("--config", help="Configuration file") + +if "--" in sys.argv: + extra_args = sys.argv[sys.argv.index("--") + 1 :] + parsed = parser.parse_args(extra_args) + + data = yaml.safe_load(Path(parsed.config).read_text()) + cfg.update(data) + + +@solara.component +def Page(): + tab_selection = solara.use_reactive(0) + authorized = solara.use_reactive(cfg.web.password is None) + login_failed = solara.use_reactive(False) + password = solara.use_reactive("") + + def initialize(): + state.burst_settings.set({k: BurstColorList(v) for k, v in cfg.burst_search.items()}) + + default_filters = copy.deepcopy(cfg.web.burst_filters) + state.filters.set(default_filters) + + state.filebrowser_folder.set(cfg.web.default_dir) + if cfg.web.protect_filebrowser: + + def check_parent(new_value: Path): + if new_value in cfg.web.default_dir.parents: + state.filebrowser_folder.set(cfg.web.default_dir) + + return state.filebrowser_folder.subscribe(check_parent) + + solara.use_effect(initialize, []) + + def authorize(value: str): + if value == cfg.web.password: + authorized.set(True) + else: + login_failed.set(True) + + # it is important we do not interrupt the height 100% chain + # to ensure independent scrolling for both columns + with solara.Column(style={"height": "100%"}): + Snackbar() + with solara.AppBar(): + solara.lab.ThemeToggle() + with solara.lab.Tabs( + value=tab_selection.value, on_value=tab_selection.set, align="center" + ): + for page in pages: + if page["show"](): + solara.lab.Tab( + page["name"], disabled=page["disabled"](state.fret_nodes.value) + ) + solara.Title(state.APP_TITLE) + + if authorized.value: + pages[tab_selection.value]["main"]() + sidebar = pages[tab_selection.value]["sidebar"] + if sidebar is not None: + sidebar() + else: + with solara.Row(style="align-items: center;"): + solara.InputText( + label="Password", password=True, value=password.value, on_value=authorize + ) + solara.Button(label="Submit", on_click=lambda: authorize(password.value)) + if login_failed.value: + solara.Error("Incorrect password") + else: + solara.Info("Please enter password") + + +@solara.component +def Layout(children): + dark_effective = solara.lab.use_dark_effective() + return solara.AppLayout( + children=children, + toolbar_dark=dark_effective, + color="None", # if dark_effective else "primary", + ) diff --git a/dont_fret/web/methods.py b/dont_fret/web/methods.py new file mode 100644 index 0000000..201eb82 --- /dev/null +++ b/dont_fret/web/methods.py @@ -0,0 +1,182 @@ +from __future__ import annotations + +import itertools +import math +from concurrent.futures import ThreadPoolExecutor +from functools import reduce +from operator import and_ +from pathlib import Path +from typing import Literal, Optional, TypedDict, Union + +import polars as pl + +from dont_fret import BinnedPhotonData +from dont_fret.config.config import BurstColor +from dont_fret.formatting import TRACE_COLORS +from dont_fret.web.models import ( + BurstFilterItem, + BurstItem, + FRETNode, + PhotonData, + PhotonFileItem, + TraceSettings, +) + + +def batch_burst_search( + photon_file_items: list[PhotonFileItem], burst_colors: str, max_workers: int = 4 +) -> BurstItem: + """ + Search all photon file items in batch threaded. + """ + dtype = pl.Enum([item.name for item in photon_file_items]) + + futures = [] + with ThreadPoolExecutor(max_workers=max_workers) as executor: + for f in photon_file_items: + fut = executor.submit(burst_search, f, burst_colors, dtype) + futures.append(fut) + + df = pl.concat([f.result() for f in futures], how="vertical_relaxed") + metadata = {fi.name: fi.get_info() for fi in photon_file_items} + + return BurstItem(name=burst_colors, df=df, metadata=metadata) + + +def burst_search( + ph_file_item: PhotonFileItem, burst_colors: str | list[BurstColor], dtype: pl.Enum +) -> pl.DataFrame: + photons = ph_file_item.get_photons() + bursts = photons.burst_search(burst_colors) + + t_unit = photons.timestamps_unit + with_columns = [ + # (pl.col("timestamps_mean") * t_unit).alias("time_mean"), + # ((pl.col("timestamps_max") - pl.col("timestamps_min")) * t_unit).alias("time_length"), + pl.lit(ph_file_item.name).alias("filename").cast(dtype), + ] + + drop_columns = ["timestamps_mean", "timestamps_min", "timestamps_max"] + df = bursts.burst_data.with_columns(with_columns).drop(drop_columns) + + return df + + +def chain_filters(filters: list[BurstFilterItem]) -> Union[pl.Expr, Literal[True]]: + """Chain a list of `BurstFilterItem` objects into a single `pl.Expr` object.""" + f_exprs = list(itertools.chain(*(f.as_expr() for f in filters))) + if f_exprs: + return reduce(and_, f_exprs) + else: + return True + + +# todo move to `dev` +def create_file_items(pth: Path) -> list[PhotonFileItem]: + """Return a list of `PhotonFileItem` objects from a directory containing ptu files.""" + return [PhotonFileItem(file_path=ptu_pth) for ptu_pth in pth.glob("*.ptu")] + + +# move to `dev` ? +def gen_fileitems(n: Optional[int] = None, directory: str = "ds2") -> list[PhotonFileItem]: + """Returns a list of the first `n` FileItem objects generated from + the data in `TEST_FILE_DIR`""" + + # root = Path(__file__).parent.parent.parent.parent + root = Path(*Path(__file__).parts[:5]) + + test_dir = root / "tests" / "test_data" / "input" / directory + + file_items = create_file_items(test_dir) + if n is None: + return file_items + else: + return file_items[:n] + + +def get_duration(metadata: list[dict]) -> Optional[float]: + """try to find the acquisition duraction of the photon files, and return as float only if they + are all equal, otherwise returns `None` + """ + + durations = [m.get("acquisition_duration", None) for m in metadata] + if len(set(durations)) == 1: + return durations[0] + else: + return None + + +def format_size(size_in_bytes: int) -> str: + if size_in_bytes == 0: + return "0B" + size_names = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB") + i = int(math.floor(math.log(size_in_bytes, 1000))) + p = math.pow(1000, i) + s = round(size_in_bytes / p, 2) + return f"{s} {size_names[i]}" + + +class BurstResult(TypedDict): + name: str + df: pl.DataFrame + metadata: dict + + +def generate_traces( + photons: PhotonData, trace_settings: TraceSettings +) -> dict[str, BinnedPhotonData]: + t_bin = trace_settings.t_bin * 1e-3 + bounds = (trace_settings.t_min, trace_settings.t_max) + + traces = {} + for stream in TRACE_COLORS: + stream_data = PhotonData( + photons.data.filter(pl.col("stream") == stream), + metadata=photons.metadata, + cfg=photons.cfg, + ) + + traces[stream] = BinnedPhotonData(stream_data, binning_time=t_bin, bounds=bounds) + + return traces + + +def to_treeview(nodes: list[FRETNode]) -> list[dict]: + items = [] + for fret_node in nodes: + item = { + "name": fret_node.name, + "id": fret_node.id, + "icon": "mdi-ruler", + "children": [ + { + "name": "Photons", + "id": f"{fret_node.id}:photons", + "icon": "mdi-lightbulb", + "children": [ + { + "name": photon_file.name, + "id": f"{fret_node.id}:photons:{photon_file.name}", + "icon": "mdi-file-star", + } + for photon_file in fret_node.photons + ], + }, + { + "name": "Bursts", + "id": f"{fret_node.id}:bursts", + "icon": "mdi-flash", + "children": [ + { + "name": burst_item.name, + "id": f"{fret_node.id}:bursts:{burst_item.name}", + "icon": "mdi-file-chart", + } + for burst_item in fret_node.bursts + ], + }, + ], + } + + items.append(item) + return items diff --git a/dont_fret/web/models.py b/dont_fret/web/models.py new file mode 100644 index 0000000..08ca15b --- /dev/null +++ b/dont_fret/web/models.py @@ -0,0 +1,281 @@ +from __future__ import annotations + +import dataclasses +import uuid +from collections import UserList +from dataclasses import dataclass, field, make_dataclass +from pathlib import Path +from typing import Optional, Tuple, TypedDict + +import numpy as np +import polars as pl + +from dont_fret.config.config import BurstColor, BurstFilterItem +from dont_fret.fileIO import PhotonFile +from dont_fret.models import PhotonData + +BURST_SCHEMA = { + "E_app": pl.Float64, + "S_app": pl.Float64, + "n_photons": pl.UInt16, + "time_length": pl.Float64, + "time_mean": pl.Float64, + "time_min": pl.Float64, + "time_max": pl.Float64, + "n_DD": pl.UInt16, + "n_DA": pl.UInt16, + "n_AA": pl.UInt16, + "n_AD": pl.UInt8, + "tau_DD": pl.Float64, + "tau_DA": pl.Float64, + "tau_AA": pl.Float64, + "tau_AD": pl.Float64, +} + + +# refactor: move to methods +def get_info(photons: PhotonData) -> dict: + info = {} + info["creation_time"] = photons.metadata["creation_time"] + info["number_of_photons"] = len(photons) + info["acquisition_duration"] = photons.metadata["acquisition_duration"] + info["power_diode"] = photons.metadata["tags"]["UsrPowerDiode"]["value"] + + info["cps"] = photons.cps + t_max = photons.photon_times.max() + counts = photons.data["stream"].value_counts(sort=True) + info["stream_cps"] = {k: v / t_max for k, v in counts.iter_rows()} + + if comment := photons.comment: + info["comment"] = comment + return info + + +@dataclasses.dataclass +class PhotonFileItem: + file_path: Path + info: Optional[dict] = None + photons: Optional[PhotonData] = None + id: uuid.UUID = dataclasses.field(default_factory=lambda: uuid.uuid4()) + + @property + def name(self) -> str: + return self.file_path.name + + @property + def size(self) -> int: + return self.file_path.stat().st_size + + def get_info(self) -> dict: + if self.info is None: + self.get_photons() + assert self.info is not None + return self.info + else: + return self.info + + def get_photons(self) -> PhotonData: + """read the file if it hasn't been read yet, otherwise checks for cached rsult""" + + if self.photons is not None: + return self.photons + # todo cachhe + # elif self.id in CHACHE: + # return CHACHE[self.id] + else: + self.photons = PhotonData.from_file(PhotonFile(self.file_path)) + self.info = get_info(self.photons) + return self.photons + + def to_cache(self): + pass + + def from_cache(self): + pass + + +# move to config ? +class SearchParams(TypedDict): + L: int + M: int + T: float + + +# todo maybe don't use this class anymore with the new config settings +class BurstColorList(UserList[BurstColor]): + @classmethod + def from_dict(cls, search_spec: dict[str, SearchParams]) -> BurstColorList: + """Takes a dict of burst settings from cfg.burst_search and returns + a dict of list of BurstColor instances.""" + + colors = [ + BurstColor(streams=[s.strip() for s in streams.split("+")], **search_params) + for streams, search_params in search_spec.items() + ] + + return cls(colors) + + def to_dict(self) -> dict[str, SearchParams]: + """Takes a list of `BurstColor` instnaes and returns a dict of burst + settings for burst search.""" + + spec = {} + for color in self: + d = dataclasses.asdict(color) + streams = " + ".join(d.pop("streams")) + spec[streams] = d + + return spec + + +@dataclasses.dataclass +class BurstItem: + name: str + + df: pl.DataFrame + + selected_files: list[str] = dataclasses.field(default_factory=list) + + search_spec: Optional[dict[str, SearchParams]] = None + """Burst search settings used to generate the bursts""" + + metadata: dict = field(default_factory=dict) + + id: uuid.UUID = dataclasses.field(default_factory=lambda: uuid.uuid4()) + + def __post_init__(self): + if not self.selected_files: + self.selected_files = list(self.df["filename"].unique()) + + @property + def duration(self) -> Optional[float]: + durations = [m.get("acquisition_duration", None) for m in self.metadata.values()] + if len(set(durations)) == 1: + return durations[0] + else: + return None + + @classmethod + def from_path(cls, path: Path) -> BurstItem: + # todo add support for hdf5 files + if path.suffix == ".csv": + df = pl.read_csv(path) + elif path.suffix == ".pq": + df = pl.read_parquet(path) + else: + raise ValueError(f"Unsupported file type: {path.suffix}") + + # convert the filename column to Enum dtype + df = df.with_columns(pl.col("filename").cast(pl.Enum(df["filename"].unique().sort()))) + + return cls(name=path.stem, df=df) + + +@dataclasses.dataclass +class BurstPlotSettings: + # = burst plot settings + # TODO these state classes should be in a separate file; one per page + x_name: str = "E_app" + y_name: str = "S_app" + + x_min: float = 0.0 + x_max: float = 1.0 + + y_min: float = 0.0 + y_max: float = 1.0 + + z_min: Optional[float] = None + z_max: Optional[float] = None + + nbinsx: int = 40 + nbinsy: int = 40 + + @property + def xbins(self) -> dict: + return dict(start=self.x_min, end=self.x_max, size=(self.x_max - self.x_min) / self.nbinsx) + + @property + def ybins(self) -> dict: + return dict(start=self.y_min, end=self.y_max, size=(self.y_max - self.y_min) / self.nbinsy) + + @property + def x_range(self) -> Tuple[float, float]: + return self.x_min, self.x_max + + @property + def y_range(self) -> Tuple[float, float]: + return self.y_min, self.y_max + + +@dataclasses.dataclass(frozen=True) +class BinnedImage: + img_data: np.ndarray + x: np.ndarray + y: np.ndarray + + @classmethod + def from_settings(cls, df: pl.DataFrame, settings: BurstPlotSettings) -> BinnedImage: + x, y = df[settings.x_name], df[settings.y_name] + + x_edges = np.linspace( + settings.x_min, settings.x_max, num=settings.nbinsx + 1, endpoint=True + ) + y_edges = np.linspace( + settings.y_min, settings.y_max, num=settings.nbinsy + 1, endpoint=True + ) + + img_data, *_ = np.histogram2d(x, y, bins=(x_edges, y_edges)) # type: ignore + + img = BinnedImage( + img_data=img_data, + x=(x_edges[:-1] + x_edges[1:]) / 2, + y=(y_edges[:-1] + y_edges[1:]) / 2, + ) + + return img + + +FrozenBurstFilterItem = make_dataclass( + "FrozenBurstFilterItem", BurstFilterItem.__dataclass_fields__, frozen=True +) + + +@dataclasses.dataclass +class TraceSettings: + t_min: float = 0.0 + """Lower bound of the time window to plot in seconds.""" + + t_max: float = 10.0 + """Upper bound of the time window to plot in seconds.""" + + t_bin: float = 1.0 + """Binning time in milliseconds.""" + + @property + def num_dpts(self) -> int: + """Number of datapoints in the currently plotted traces.""" + return int((self.t_max - self.t_min) / (self.t_bin / 1000)) + + +@dataclasses.dataclass +class TCSPCSettings: + log_y: bool = True + + +@dataclasses.dataclass +class FRETNode: + name: str # displayed name + id: str = dataclasses.field(default_factory=lambda: uuid.uuid4().hex) # unique id + description: str = "" # description of the node + photons: list[PhotonFileItem] = dataclasses.field(default_factory=list) + bursts: list[BurstItem] = dataclasses.field(default_factory=list) + + +@dataclass +class SnackbarMessage: + message: str = "" + color: str = "primary" + timeout: int = 3000 + btn_color: str = "text-primary-color" + + show: bool = False diff --git a/dont_fret/web/reactive.py b/dont_fret/web/reactive.py new file mode 100644 index 0000000..aea50ee --- /dev/null +++ b/dont_fret/web/reactive.py @@ -0,0 +1,243 @@ +import dataclasses +import uuid +from typing import Dict, List, Literal, Optional, TypeVar, Union, overload + +import solara +from solara import Reactive +from solara.lab import Ref + +from dont_fret import cfg +from dont_fret.config.config import BurstColor +from dont_fret.web.models import ( + BurstColorList, + BurstItem, + FRETNode, + PhotonFileItem, + SnackbarMessage, +) + +S = TypeVar("S") + + +class ReactiveFRETNodes(solara.Reactive[list[FRETNode]]): + def add_node(self, name: Optional[str] = None) -> None: + name = name or self.default_name() + node = FRETNode(name=name, id=uuid.uuid4().hex) # todo uuid as UUID type + self.append(node) + + def append(self, item: FRETNode) -> None: + new_value = self.value.copy() + new_value.append(item) + self.value = new_value + + def extend(self, items: list[FRETNode]) -> None: + new_value = self.value.copy() + new_value.extend(items) + self.value = new_value + + def default_name(self) -> str: + num_dic = { + 1: "TWO", + 2: "THREE", + 3: "FOUR", + 4: "FIVE", + 5: "SIX", + 6: "SEVEN", + 7: "EIGHT", + 8: "NINE", + 9: "TEN", + } + + if len(self.value) == 0: + return "FRET NOT" + else: + return f"FRET {num_dic.get(len(self.value), len(self.value) + 1)}" + + def remove_node(self, node_id: str) -> None: + self.value = [node for node in self.value if node.id != node_id] + + def node_idx(self, node_id: str) -> int: + return [node.id for node in self.value].index(node_id) + + def get_node(self, node_id: str) -> FRETNode: + for node in self.value: + if node.id == node_id: + return node + + raise ValueError(f"Node with id {node_id} not found.") + + def remove_all_photon_files(self, node_id: str) -> None: + idx = self.node_idx(node_id) + ref = Ref(self.fields[idx].photons) + ref.value = [] + + def add_photon_files(self, node_id: str, photon_files: list[PhotonFileItem]) -> None: + idx = self.node_idx(node_id) + ref = Ref(self.fields[idx].photons) + ref.value = ref.value + photon_files + + def add_burst_items(self, node_id: str, burst_items: list[BurstItem]) -> None: + """ + adds a burst item. If the item already exists, it will be replaced + """ + + idx = self.node_idx(node_id) + ref = Ref(self.fields[idx].bursts) + new_names = [item.name for item in burst_items] + previous_items = [item for item in ref.value if item.name not in new_names] + ref.value = previous_items + burst_items + + @overload + def get_item( + self, node_id: str, item_type: Literal["photons"], item_name: str + ) -> PhotonFileItem: + ... + + @overload + def get_item(self, node_id: str, item_type: Literal["bursts"], item_name: str) -> BurstItem: + ... + + # overload for type checking + def get_item( + self, node_id: str, item_type: Literal["photons", "bursts"], item_name: str + ) -> Union[PhotonFileItem, BurstItem]: + idx = self.node_idx(node_id) + ref = Ref(getattr(self.fields[idx], item_type)) + for item in ref.value: + if item.name == item_name: + return item + + raise ValueError(f"Item with name {item_name} not found.") + + def remove_item( + self, node_id: str, item_type: Literal["photons", "bursts"], item_name: str + ) -> None: + idx = self.node_idx(node_id) + ref = Ref(getattr(self.fields[idx], item_type)) + ref.value = [item for item in ref.value if item.name != item_name] + + +class ReactiveList(solara.Reactive[list[S]]): + def add_item(self, item: S) -> None: + self.value = self.value + [item] + + def remove_item(self, idx: int) -> None: + new_items = self.value.copy() + del new_items[idx] + self.value = new_items + + # self.value = [item for i, item in enumerate(self.value) if i != idx] + + +class PhotonFileReactiveList(ReactiveList[PhotonFileItem]): + def __init__(self, *args, **kwargs): + raise DeprecationWarning("deprecated in favour of ReactiveFRETNodes") + + def add_file_items(self, file_items: list[PhotonFileItem]) -> None: + new_items = self.value + [f for f in file_items if f.file_info["name"] not in self.names] + if new_items: + self.value = new_items + + def remove_file_item(self, idx: int) -> None: + new_items = self.value.copy() + del new_items[idx] + self.value = new_items + + def remove_all(self) -> None: + self.value = [] + + def select_index(self, idx: list[int]) -> None: + self.value = [dataclasses.replace(f, selected=i in idx) for i, f in enumerate(self.value)] + + def select_none(self) -> None: + self.value = [dataclasses.replace(f, selected=False) for f in self.value] + + def select_all(self) -> None: + self.value = [dataclasses.replace(f, selected=True) for f in self.value] + + @property + def names(self) -> list[str]: + """Returns names of all files""" + return [item.file_info["name"] for item in self.value] + + @property + def selected(self) -> list[int]: + """Returns indices of selected files""" + return [i for i, f in enumerate(self.value) if f.selected] + + +class BurstItemsReactiveList(ReactiveList[BurstItem]): + @property + def names(self) -> list[str]: + """Returns names of all files""" + return [item.name for item in self.value] + + +class BurstSettingsReactive(Reactive[Dict[str, List[BurstColor]]]): + def reset(self) -> None: + self.value = {k: BurstColorList(v) for k, v in cfg.burst_search.items()} + + def add_settings(self, setting_name: str): + """Adds a new burst settings name with default settings.""" + new_value = self.value.copy() + new_value[setting_name] = [BurstColor()] + self.value = new_value + + def remove_settings(self, setting_name: str): + """Removes a burst settings name.""" + new_value = self.value.copy() + new_value.pop(setting_name) + self.value = new_value + + def remove_color(self, setting_name: str): + """Removes the last color from the list of colors for a given burst settings name.""" + colors_ref = Ref(self.fields[setting_name]) + new_colors = colors_ref.get().copy() + if len(new_colors) == 1: + return + new_colors.pop() + colors_ref.set(new_colors) # isnt this a copy? + + def update_color(self, settings_name: str, color_idx: int, **kwargs): + # calling update / setter is fine because there are no listeners attached + Ref(self.fields[settings_name][color_idx]).update(**kwargs) + + def get_color(self, settings_name: str, color_idx: int) -> BurstColor: + # this is not allowed because it creates a listener with a too high idx + # return Ref(self.fields[setting_name][color_idx]).get() + + # do this instead + return self.value[settings_name][color_idx] + + def add_color(self, settings_name: str): + colors_ref = Ref(self.fields[settings_name]) + colors_ref.set(colors_ref.get().copy() + [BurstColor()]) + + @property + def settings_names(self) -> List[str]: + return list(self.value.keys()) + + +class SnackbarReactive(solara.Reactive[SnackbarMessage]): + def __init__(self, value: SnackbarMessage = SnackbarMessage(), default_timeout: int = 5000): + self.default_timeout = default_timeout + super().__init__(value) + + def set_message(self, msg: str, timeout: Optional[int] = None, **kwargs): + timeout = timeout if timeout is not None else self.default_timeout + self.update(message=msg, timeout=timeout, show=True, **kwargs) + + def info(self, msg: str, timeout: Optional[int] = None): + self.set_message(msg, color="primary", btn_color="text-primary-color", timeout=timeout) + + def secondary(self, msg: str, timeout: Optional[int] = None): + self.set_message(msg, color="secondary", btn_color="text-secondary-color", timeout=timeout) + + def warning(self, msg: str, timeout: Optional[int] = None): + self.set_message(msg, color="warning", btn_color="text-warning-color", timeout=timeout) + + def error(self, msg: str, timeout: Optional[int] = None): + self.set_message(msg, color="error", btn_color="text-error-color", timeout=timeout) + + def success(self, msg: str, timeout: Optional[int] = None): + self.set_message(msg, color="success", btn_color="text-success-color", timeout=timeout) diff --git a/dont_fret/web/state.py b/dont_fret/web/state.py new file mode 100644 index 0000000..b917c39 --- /dev/null +++ b/dont_fret/web/state.py @@ -0,0 +1,23 @@ +import copy +from pathlib import Path + +import solara + +from dont_fret.config import cfg +from dont_fret.web.models import BurstColorList +from dont_fret.web.reactive import BurstSettingsReactive, ReactiveFRETNodes, SnackbarReactive + +APP_TITLE = "Don't FRET!" +fret_nodes = ReactiveFRETNodes([]) + +filebrowser_folder = solara.Reactive[Path](cfg.web.default_dir) +burst_settings = BurstSettingsReactive({k: BurstColorList(v) for k, v in cfg.burst_search.items()}) + +filters = solara.Reactive(copy.deepcopy(cfg.web.burst_filters)) +snackbar = SnackbarReactive() + +# selections for burst figures (node, burst) +burst_figure_selection = [ + (solara.Reactive(0), solara.Reactive(0)), + (solara.Reactive(0), solara.Reactive(0)), +] diff --git a/dont_fret/web/trace/__init__.py b/dont_fret/web/trace/__init__.py new file mode 100644 index 0000000..2302c47 --- /dev/null +++ b/dont_fret/web/trace/__init__.py @@ -0,0 +1,3 @@ +from dont_fret.web.trace.page import TracePage + +__all__ = ["TracePage"] diff --git a/dont_fret/web/trace/methods.py b/dont_fret/web/trace/methods.py new file mode 100644 index 0000000..97a5cd9 --- /dev/null +++ b/dont_fret/web/trace/methods.py @@ -0,0 +1,40 @@ +import plotly.graph_objects as go +import polars as pl +import solara +import solara.lab + +from dont_fret import PhotonData +from dont_fret.formatting import TRACE_COLORS +from dont_fret.web.models import TCSPCSettings + +# TODO move fret node / photon file reactives to module level +TCSPC_SETTINGS = solara.Reactive(TCSPCSettings()) +MAX_DATAPOINTS = 100_000 + + +def create_tcspc_histogram( + photons: PhotonData, settings: TCSPCSettings, dark: bool = False +) -> go.Figure: + if photons.nanotimes_unit is None: + raise ValueError("Provided photon data does not have TCSPC information.") + fig = go.Figure() + for stream in TRACE_COLORS: + x, y = ( + photons.data.filter(pl.col("stream") == stream)["nanotimes"] + .value_counts() + .sort(pl.col("nanotimes")) + ) + + line = dict(color=TRACE_COLORS[stream]) + fig.add_trace(go.Scatter(x=x, y=y, mode="lines", line=line, name=stream)) + + fig.update_layout( + xaxis_title="Time (ns)", + yaxis_title="Photons per bin", + template="plotly_dark" if dark else "plotly_white", + ) + + if settings.log_y: + fig.update_yaxes(type="log") + + return fig diff --git a/dont_fret/web/trace/page.py b/dont_fret/web/trace/page.py new file mode 100644 index 0000000..bab5f1e --- /dev/null +++ b/dont_fret/web/trace/page.py @@ -0,0 +1,210 @@ +from io import BytesIO +from typing import Optional, cast + +import pandas as pd +import plotly.graph_objects as go +import solara +import solara.lab +from solara.alias import rv + +import dont_fret.web.state as state +from dont_fret import BinnedPhotonData, PhotonData +from dont_fret.formatting import TRACE_COLORS, TRACE_SIGNS +from dont_fret.web.methods import generate_traces +from dont_fret.web.models import TCSPCSettings, TraceSettings +from dont_fret.web.trace.methods import create_tcspc_histogram + +# TODO move fret node / photon file reactives to module level +TCSPC_SETTINGS = solara.Reactive(TCSPCSettings()) +MAX_DATAPOINTS = 100_000 + + +@solara.component +def TCSPCFigure(photons: PhotonData, title: str): + settings = TCSPC_SETTINGS.value # not really need in the global state + figure, set_figure = solara.use_state(cast(Optional[go.Figure], None)) + dark_effective = solara.lab.use_dark_effective() + + def redraw(): + fig = create_tcspc_histogram(photons, settings, dark=dark_effective) + fig.update_layout(title=title) + set_figure(fig) + + fig_result = solara.use_thread(redraw, dependencies=[photons, settings, dark_effective]) + # TODO style="opacity: 0.3" if fig_result.state == solara.ResultState.RUNNING else None + with solara.Card(): + solara.ProgressLinear(fig_result.state == solara.ResultState.RUNNING) + if figure: + solara.FigurePlotly(figure) + else: + solara.SpinnerSolara(size="100px") + + +def to_csv(traces: dict[str, BinnedPhotonData], name: str) -> BytesIO: + """Return a CSV string for the traces.""" + # TODO this name does not do anything + df = pd.DataFrame( + index=next(iter(traces.values())).time, + data={tr_name: trace.photons for tr_name, trace in traces.items()}, + ) + + bio = BytesIO() + df.to_csv(bio) + bio.name = name + bio.seek(0) + return bio + + +@solara.component +def TracePage(): + solara.Title(f"{state.APP_TITLE} / Trace") + + # photons, set_photons = solara.use_state(cast(Optional[ChannelPhotonData], None)) + TRACE_SETTINGS: solara.Reactive[TraceSettings] = solara.use_reactive(TraceSettings()) + + # only fret nodes with photon file items added are shown + nodes_with_photons = [node for node in state.fret_nodes.value if node.photons] + fret_node, set_fret_node = solara.use_state(nodes_with_photons[0]) + + photon_file, set_photon_file = solara.use_state(fret_node.photons[0]) + dark_effective = solara.lab.use_dark_effective() + + def on_fret_node(node_id: str): + new_node = state.fret_nodes.get_node(node_id) + set_fret_node(new_node) + set_photon_file(new_node.photons[0]) + + def on_photon_file(photon_file_name: str): + photon_file_item = state.fret_nodes.get_item(fret_node.id, "photons", photon_file_name) + set_photon_file(photon_file_item) + + def load_photons() -> PhotonData: + photons = photon_file.get_photons() + return photons + + ph_result = solara.lab.use_task(load_photons, dependencies=[photon_file], prefer_threaded=True) + + def traces_memo(): + if ph_result.value is None: + return {} + if TRACE_SETTINGS.value.num_dpts > MAX_DATAPOINTS: + return {} + + return generate_traces(ph_result.value, TRACE_SETTINGS.value) + + traces: dict[str, BinnedPhotonData] = solara.use_memo( + traces_memo, dependencies=[ph_result.value, TRACE_SETTINGS.value] + ) + with solara.Sidebar(): + with solara.Card("Controls"): + solara.Select( + label="Measurement", + value=fret_node.id, + on_value=on_fret_node, # type: ignore + values=[ + {"text": fret_node.name, "value": fret_node.id} + for fret_node in state.fret_nodes.value + if fret_node.photons # type: ignore + ], + ) + + solara.Select( + label="Photon file", + value=photon_file.name, + on_value=on_photon_file, + values=[ph.name for ph in fret_node.photons], + ) + + solara.ProgressLinear(ph_result.pending) + if ph_result.finished is not None: + solara.Text("Trace settings") + rv.Divider() # noqa + solara.InputFloat( + label="Time start", + # hint="Start time point of the trace in seconds.", + value=TRACE_SETTINGS.value.t_min, + on_value=lambda x: TRACE_SETTINGS.update(t_min=x), + ) + solara.InputFloat( + label="Time end", + # hint="Ending time point of the trace in seconds.", + value=TRACE_SETTINGS.value.t_max, + on_value=lambda x: TRACE_SETTINGS.update(t_max=x), + ) + solara.InputFloat( + label="Binning time", + # hint="Binning time in milliseconds.", + value=TRACE_SETTINGS.value.t_bin, + on_value=lambda x: TRACE_SETTINGS.update(t_bin=x), + ) + + solara.Div(style="height: 25px") + + solara.Text("TCSPC histogram settings") + rv.Divider() + + solara.Checkbox( + label="logy", + value=TCSPC_SETTINGS.value.log_y, + on_value=lambda x: TCSPC_SETTINGS.update(log_y=x), + ) + rv.Divider() + + solara.Div(style="height: 25px") + + if TRACE_SETTINGS.value.num_dpts > MAX_DATAPOINTS: + solara.Warning( + "Too many datapoints to plot. Please increase the binning time or reduce the interval." + ) + + if ph_result.finished and ph_result.value is not None: + solara.Info(f"Loaded {len(ph_result.value)} photons.") + solara.Info(f"Duration: {ph_result.value.metadata['acquisition_duration']} s") + + if traces: + + def download_cb(): + return to_csv(traces, "filename.txt") + + solara.FileDownload( + download_cb, + filename=f"{photon_file.name}_traces.csv", + children=[ + solara.Button( + "Download binned data", + block=True, + ) + ], + ) + + with solara.Column(): + # move to component + if traces: # this doesnt work like this? use use_state? + fig = go.Figure() + + for tr in TRACE_COLORS: + line = dict(color=TRACE_COLORS[tr]) + fig.add_trace( + go.Scatter( + x=traces[tr].time, + y=TRACE_SIGNS[tr] * traces[tr].photons, + mode="lines", + line=line, + name=tr, + ) + ) + + fig.update_layout( + title=f"Time trace: {fret_node.name}/{photon_file.name}", + xaxis_title="Time (s)", + yaxis_title="Photons per bin", + template="plotly_dark" if dark_effective else "plotly_white", + ) + with solara.Card(): + solara.FigurePlotly(fig, dependencies=[traces, dark_effective]) + + if ph_result.finished: + assert ph_result.value is not None + TCSPCFigure( + ph_result.value, title=f"TCSPC histogram: {fret_node.name}/{photon_file.name}" + ) diff --git a/dont_fret/web/utils.py b/dont_fret/web/utils.py new file mode 100644 index 0000000..754a13e --- /dev/null +++ b/dont_fret/web/utils.py @@ -0,0 +1,17 @@ +from typing import Optional, TypeVar +import time + +T = TypeVar("T") + + +def not_none(*args: Optional[T]) -> T: + """Returns the first `not None` argument""" + for a in args: + if a is not None: + return a + raise ValueError("All arguments are `None`") + + +def some_task(param=3) -> int: + time.sleep(param / 2) + return param * 2 diff --git a/dont_fret/web/widgets.py b/dont_fret/web/widgets.py new file mode 100644 index 0000000..8257f1d --- /dev/null +++ b/dont_fret/web/widgets.py @@ -0,0 +1,141 @@ +import base64 + +import ipyvuetify as v + + +class FloatField(v.TextField): + def __init__(self, **kwargs): + attributes = kwargs.pop("attributes", {"step": "any"}) + super().__init__(type="number", attributes=attributes, **kwargs) + self.on_event("input", self.on_input) + + @property + def value(self) -> float: + return float(self.v_model) + + def on_input(self, widget, event, data): + vmin, vmax = self.attributes.get("min"), self.attributes.get("max") + self.error_messages = [] + try: + value = self.value + if vmin is not None and self.value < vmin: + self.error_messages = [f"Input value must be larger than {vmin}"] + elif vmax is not None and self.value > vmax: + self.error_messages = [f"Input value must be smaller than {vmax}"] + except ValueError: + self.error_messages = ["Input value must be a floating point number"] + + +class IntField(v.TextField): + def __init__(self, **kwargs): + attributes = kwargs.pop("attributes", {"step": 1}) + + super().__init__(type="number", attributes=attributes, **kwargs) + self.on_event("input", self.on_input) + + @property + def value(self) -> int: + return int(self.v_model) + + def on_input(self, widget, event, data): + vmin, vmax = self.attributes.get("min"), self.attributes.get("max") + self.error_messages = [] + try: + value = self.value + if vmin is not None and self.value < vmin: + self.error_messages = [f"Input value must be larger than {vmin}"] + elif vmax is not None and self.value > vmax: + self.error_messages = [f"Input value must be smaller than {vmax}"] + except ValueError: + self.error_messages = ["Input value must be an integer number"] + + +class ProgressLinearTasks(v.ProgressLinear): + def __init__(self, num_tasks: int = 10, height=25, **kwargs): + self.completed = 0 + self.num_tasks = num_tasks + self.val_txt = v.Html(children=[self.bar_text], tag="strong") + super().__init__( + value=0.0, + height=height, + v_slots=[{"name": "default", "children": self.val_txt}], + **kwargs, + ) + + self.observe(self.update_text, names="value") + + def update_text(self, *event): + pass + self.val_txt.children = [f"{self.completed}/{self.num_tasks}"] + + @property + def bar_text(self) -> str: + if self.num_tasks: + return f"{self.completed}/{self.num_tasks}" + else: + return "" + + def reset(self): + self.completed = 0 + self.num_tasks = 0 + self.value = 0 + + def increment(self): + if self.completed < self.num_tasks: + self.completed += 1 + self.value = (self.completed / self.num_tasks) * 100 + + +class FileDownloadBtn(v.Btn): + """A button which can be given data to download on click. + Usage: + btn = FileDownloadBtn(children=['Download BUTTON'], attributes={'download': 'test.txt'}) + + """ + + # from: Holoviz panel's FileDownload. + _mime_types = { + "application": {"pdf": "pdf", "zip": "zip"}, + "audio": {"mp3": "mp3", "ogg": "ogg", "wav": "wav", "webm": "webm"}, + "image": { + "apng": "apng", + "bmp": "bmp", + "gif": "gif", + "ico": "x-icon", + "cur": "x-icon", + "jpg": "jpeg", + "jpeg": "jpeg", + "png": "png", + "svg": "svg+xml", + "tif": "tiff", + "tiff": "tiff", + "webp": "webp", + }, + "text": { + "css": "css", + "csv": "plain;charset=UTF-8", + "js": "javascript", + "html": "html", + "txt": "plain;charset=UTF-8", + }, + "video": {"mp4": "mp4", "ogg": "ogg", "webm": "webm"}, + } + + def set_payload(self, byte_data, filename: str): + b64 = base64.b64encode(byte_data).decode("utf-8") + + ext = filename.split(".")[1] + for mtype, subtypes in self._mime_types.items(): + stype = None + if ext in subtypes: + stype = subtypes[ext] + break + if stype is None: + mime = "application/octet-stream" + else: + mime = "{type}/{subtype}".format(type=mtype, subtype=stype) + + href = "data:{mime};base64,{b64}".format(mime=mime, b64=b64) + + self.attributes["download"] = filename + self.href = href diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..4ab0146 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,84 @@ +[build-system] +requires = ["hatchling", "hatch-vcs"] +build-backend = "hatchling.build" + +[project] +name = "dont-fret" +description = "Analyze confocal solution smFRET data" +authors = [ + { name = "Jochem Smit", email = "jhsmit@gmail.com" }, +] +license = "MIT" +requires-python = ">=3.9" +classifiers = [ + "Development Status :: 4 - Beta", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Intended Audience :: Science/Research", + +] +dependencies = [ + "numpy>=1.18.0", + "tqdm>=4.64.1", + "typing-extensions>=4.4.0", + "PyYAML>=6.0", + "pandas>=1.5.3", + "dacite", + "numba>=0.56.4", + "polars>=0.20.23", + "phconvert", + "click", + "solara>=1.19.0", + "plotly", +] +dynamic = ["version"] + +[project.scripts] +dont-fret = "dont_fret.__main__:cli" + +[project.optional-dependencies] +plot = [ + "matplotlib", + "kdepy", + +] +docs = [ + "mkdocs>=1.4.2", + "mkdocstrings[python]>=0.19.1", + "mkdocs-material>=8.5.11", + "pygments>=2.13.0", + "mkdocs-gen-files>=0.4.0", + "mkdocs-literate-nav>=0.5.0", +] +test = [ + "pytest>=7.2.0", + "pytest-playwright>=0.3.3", + "pytest-asyncio", +] + + +[project.urls] +Source = "https://github.com/Jhsmit/dont-fret/" + +[tool.hatch.build] +exclude = [ + "_versioneer.py" +] + +[tool.hatch.version] +source = "vcs" + +[tool.hatch.build.hooks.vcs] +version-file = "dont_fret/_version.py" + +[tool.flake8] +max-line-length = 100 +ignore = "D203" +exclude = [".git", "__pycache__", "build", "dist", "docs"] +max-complexity = 10 + +[tool.black] +line-length = 100 + +[tool.ruff] +line-length = 100 diff --git a/pyrightconfig.json b/pyrightconfig.json new file mode 100644 index 0000000..25aee8a --- /dev/null +++ b/pyrightconfig.json @@ -0,0 +1,9 @@ +{ + "exclude": [ + "**/node_modules", + "**/__pycache__", + ".venv*", + + ], + + } \ No newline at end of file diff --git a/requirements/requirements-macOS-latest-3.10.txt b/requirements/requirements-macOS-latest-3.10.txt new file mode 100644 index 0000000..5102108 --- /dev/null +++ b/requirements/requirements-macOS-latest-3.10.txt @@ -0,0 +1,328 @@ +# +# This file is autogenerated by pip-compile with Python 3.10 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-macOS-latest-3.10.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +appnope==0.1.4 + # via ipykernel +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via dask +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.24.0 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pexpect==4.9.0 + # via ipython +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +ptyprocess==0.7.0 + # via pexpect +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via importlib-metadata diff --git a/requirements/requirements-macOS-latest-3.9.txt b/requirements/requirements-macOS-latest-3.9.txt new file mode 100644 index 0000000..0372f16 --- /dev/null +++ b/requirements/requirements-macOS-latest-3.9.txt @@ -0,0 +1,336 @@ +# +# This file is autogenerated by pip-compile with Python 3.9 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-macOS-latest-3.9.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +appnope==0.1.4 + # via ipykernel +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via + # dask + # jupyter-client + # markdown +importlib-resources==6.4.0 + # via matplotlib +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.18.1 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pexpect==4.9.0 + # via ipython +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +ptyprocess==0.7.0 + # via pexpect +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # starlette + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via + # importlib-metadata + # importlib-resources diff --git a/requirements/requirements-ubuntu-latest-3.10.txt b/requirements/requirements-ubuntu-latest-3.10.txt new file mode 100644 index 0000000..85a14f4 --- /dev/null +++ b/requirements/requirements-ubuntu-latest-3.10.txt @@ -0,0 +1,326 @@ +# +# This file is autogenerated by pip-compile with Python 3.10 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-ubuntu-latest-3.10.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via dask +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.24.0 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pexpect==4.9.0 + # via ipython +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +ptyprocess==0.7.0 + # via pexpect +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via importlib-metadata diff --git a/requirements/requirements-ubuntu-latest-3.9.txt b/requirements/requirements-ubuntu-latest-3.9.txt new file mode 100644 index 0000000..72d66e2 --- /dev/null +++ b/requirements/requirements-ubuntu-latest-3.9.txt @@ -0,0 +1,334 @@ +# +# This file is autogenerated by pip-compile with Python 3.9 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-ubuntu-latest-3.9.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via + # dask + # jupyter-client + # markdown +importlib-resources==6.4.0 + # via matplotlib +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.18.1 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pexpect==4.9.0 + # via ipython +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +ptyprocess==0.7.0 + # via pexpect +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # starlette + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via + # importlib-metadata + # importlib-resources diff --git a/requirements/requirements-windows-latest-3.10.txt b/requirements/requirements-windows-latest-3.10.txt new file mode 100644 index 0000000..a939e4a --- /dev/null +++ b/requirements/requirements-windows-latest-3.10.txt @@ -0,0 +1,329 @@ +# +# This file is autogenerated by pip-compile with Python 3.10 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-windows-latest-3.10.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +colorama==0.4.6 + # via + # click + # ipython + # tqdm +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via dask +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.24.0 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pywin32==306 + # via jupyter-core +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via importlib-metadata diff --git a/requirements/requirements-windows-latest-3.9.txt b/requirements/requirements-windows-latest-3.9.txt new file mode 100644 index 0000000..bbe8c9d --- /dev/null +++ b/requirements/requirements-windows-latest-3.9.txt @@ -0,0 +1,337 @@ +# +# This file is autogenerated by pip-compile with Python 3.9 +# by the following command: +# +# pip-compile --extra=web --output-file=requirements-windows-latest-3.9.txt pyproject.toml +# +anyio==4.3.0 + # via + # starlette + # watchfiles +asttokens==2.4.1 + # via stack-data +attrs==23.2.0 + # via + # jsonschema + # referencing +cachetools==5.3.3 + # via solara-ui +certifi==2024.2.2 + # via requests +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # dask + # distributed + # rich-click + # solara-server + # uvicorn +cloudpickle==3.0.0 + # via + # dask + # distributed +colorama==0.4.6 + # via + # click + # ipython + # tqdm +comm==0.2.2 + # via + # ipykernel + # ipywidgets +contourpy==1.2.1 + # via matplotlib +cycler==0.12.1 + # via matplotlib +dacite==1.8.1 + # via dont-fret (pyproject.toml) +dask==2024.5.0 + # via distributed +debugpy==1.8.1 + # via ipykernel +decorator==5.1.1 + # via ipython +distributed==2024.5.0 + # via dont-fret (pyproject.toml) +exceptiongroup==1.2.1 + # via + # anyio + # ipython +executing==2.0.1 + # via stack-data +fastjsonschema==2.19.1 + # via nbformat +filelock==3.14.0 + # via solara-server +fonttools==4.51.0 + # via matplotlib +fsspec==2024.3.1 + # via dask +h11==0.14.0 + # via uvicorn +h5py==3.11.0 + # via dont-fret (pyproject.toml) +humanize==4.9.0 + # via solara-ui +idna==3.7 + # via + # anyio + # requests +importlib-metadata==7.1.0 + # via + # dask + # jupyter-client + # markdown +importlib-resources==6.4.0 + # via matplotlib +ipykernel==6.29.4 + # via solara-server +ipympl==0.9.4 + # via dont-fret (pyproject.toml) +ipython==8.18.1 + # via + # ipykernel + # ipympl + # ipywidgets +ipython-genutils==0.2.0 + # via ipympl +ipyvue==1.11.1 + # via + # ipyvuetify + # solara-ui +ipyvuetify==1.9.4 + # via solara-ui +ipywidgets==8.1.2 + # via + # ipympl + # ipyvue + # reacton + # solara-ui +jedi==0.19.1 + # via ipython +jinja2==3.1.4 + # via + # distributed + # solara-server +jsonschema==4.22.0 + # via nbformat +jsonschema-specifications==2023.12.1 + # via jsonschema +jupyter-client==8.6.1 + # via + # ipykernel + # solara-server +jupyter-core==5.7.2 + # via + # ipykernel + # jupyter-client + # nbformat +jupyterlab-widgets==3.0.10 + # via ipywidgets +kdepy==1.1.9 + # via dont-fret (pyproject.toml) +kiwisolver==1.4.5 + # via matplotlib +llvmlite==0.42.0 + # via numba +locket==1.0.0 + # via + # distributed + # partd +markdown==3.6 + # via + # pymdown-extensions + # solara-ui +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via jinja2 +matplotlib==3.8.4 + # via ipympl +matplotlib-inline==0.1.7 + # via + # ipykernel + # ipython +mdurl==0.1.2 + # via markdown-it-py +msgpack==1.0.8 + # via distributed +nbformat==5.10.4 + # via solara-server +nest-asyncio==1.6.0 + # via ipykernel +numba==0.59.1 + # via dont-fret (pyproject.toml) +numpy==1.26.4 + # via + # contourpy + # dont-fret (pyproject.toml) + # h5py + # ipympl + # kdepy + # matplotlib + # numba + # pandas + # scipy + # solara-ui +packaging==24.0 + # via + # dask + # distributed + # ipykernel + # matplotlib + # plotly +pandas==2.2.2 + # via dont-fret (pyproject.toml) +parso==0.8.4 + # via jedi +partd==1.4.2 + # via dask +pillow==10.3.0 + # via + # ipympl + # matplotlib + # solara-ui +platformdirs==4.2.1 + # via jupyter-core +plotly==5.22.0 + # via dont-fret (pyproject.toml) +polars==0.20.25 + # via dont-fret (pyproject.toml) +prompt-toolkit==3.0.43 + # via ipython +psutil==5.9.8 + # via + # distributed + # ipykernel +pure-eval==0.2.2 + # via stack-data +pygments==2.18.0 + # via + # ipython + # rich + # solara-ui +pymdown-extensions==10.8.1 + # via solara-ui +pyparsing==3.1.2 + # via matplotlib +python-dateutil==2.9.0.post0 + # via + # jupyter-client + # matplotlib + # pandas +pytz==2024.1 + # via pandas +pywin32==306 + # via jupyter-core +pyyaml==6.0.1 + # via + # dask + # distributed + # dont-fret (pyproject.toml) + # pymdown-extensions +pyzmq==26.0.3 + # via + # ipykernel + # jupyter-client +reacton==1.8.3 + # via solara-ui +referencing==0.35.1 + # via + # jsonschema + # jsonschema-specifications +requests==2.31.0 + # via solara-ui +rich==13.7.1 + # via rich-click +rich-click==1.8.1 + # via solara-server +rpds-py==0.18.1 + # via + # jsonschema + # referencing +scipy==1.13.0 + # via + # dont-fret (pyproject.toml) + # kdepy +six==1.16.0 + # via + # asttokens + # python-dateutil +sniffio==1.3.1 + # via anyio +solara==1.32.1 + # via dont-fret (pyproject.toml) +solara-server[dev,starlette]==1.32.1 + # via solara +solara-ui[all,cache,extra,markdown]==1.32.1 + # via + # solara + # solara-server +sortedcontainers==2.4.0 + # via distributed +stack-data==0.6.3 + # via ipython +starlette==0.37.2 + # via solara-server +tblib==3.0.0 + # via distributed +tenacity==8.3.0 + # via plotly +toolz==0.12.1 + # via + # dask + # distributed + # partd +tornado==6.4 + # via + # distributed + # ipykernel + # jupyter-client +tqdm==4.66.4 + # via dont-fret (pyproject.toml) +traitlets==5.14.3 + # via + # comm + # ipykernel + # ipympl + # ipython + # ipywidgets + # jupyter-client + # jupyter-core + # matplotlib-inline + # nbformat +typing-extensions==4.11.0 + # via + # anyio + # dont-fret (pyproject.toml) + # ipython + # reacton + # rich-click + # starlette + # uvicorn +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via + # distributed + # requests +uvicorn==0.29.0 + # via solara-server +watchdog==4.0.0 + # via solara-server +watchfiles==0.21.0 + # via solara-server +wcwidth==0.2.13 + # via prompt-toolkit +websockets==12.0 + # via solara-server +widgetsnbextension==4.0.10 + # via ipywidgets +zict==3.0.0 + # via distributed +zipp==3.18.1 + # via + # importlib-metadata + # importlib-resources diff --git a/templates/01_load_datafile_1.py b/templates/01_load_datafile_1.py new file mode 100644 index 0000000..b7111ff --- /dev/null +++ b/templates/01_load_datafile_1.py @@ -0,0 +1,26 @@ +# %% +from pathlib import Path + +from dont_fret.fileIO import PhotonFile +from dont_fret.models import PhotonData + +# %% +cwd = Path(__file__).parent +test_data_dir = cwd.parent / "tests" / "test_data" / "input" / "ds1" +ptu_file = "datafile_1.ptu" + +# %% +photons = PhotonData.from_file(PhotonFile(test_data_dir / ptu_file)) + + +# %% + +bursts = photons.burst_search("DCBS") + +# %% + +# Export to a dataframe, skip the number of photons but include photon count +# and mean life time per burst per photon stream. + +bursts.burst_data.head() +print(bursts.burst_data) diff --git a/templates/02_load_and_plot_bursts.py b/templates/02_load_and_plot_bursts.py new file mode 100644 index 0000000..1b5ef1d --- /dev/null +++ b/templates/02_load_and_plot_bursts.py @@ -0,0 +1,99 @@ +# %% + +from pathlib import Path + +import numpy as np +import proplot as pplt +from KDEpy.utils import cartesian + +from dont_fret.fileIO import load_bursts +from dont_fret.formatting import CONTOURF_KWARGS, HIST1D_KWARGS +from dont_fret.plot import ( + calculate_kde_2d, + reshape_grid, +) + +# %% +# __file__ = Path().resolve() / "templates" / 'script.py' # pycharm scientific mode + +# %% +cwd = Path(__file__).parent +test_data_dir = cwd.parent / "tests" / "test_data" / "output" / "ds1" +burst_file = test_data_dir / "dcbs_bursts.h5" +bursts = load_bursts(burst_file) + +# %% + +x, y = bursts.E_app, bursts.S_app +xlim = (0, 1) +ylim = (0, 1) + + +# %% +# KDE plot +NUM = 2**10 +lin_x = np.linspace(*xlim, NUM, endpoint=True) +lin_y = np.linspace(*ylim, NUM, endpoint=True) + +grid_points = cartesian([lin_x, lin_y]) +grid, kde_z = calculate_kde_2d(x, y, grid_points=grid_points) +grid_x, grid_y = reshape_grid(grid, (NUM, NUM)) +z = kde_z.reshape((NUM, NUM)).T + +fig, ax = pplt.subplots(axwidth="60mm") +ax.contourf(grid_x, grid_y, z, **CONTOURF_KWARGS) +ax.format(xlim=xlim, ylim=ylim, xlabel="Apparent FRET", ylabel="Apparent Stoichiometry") + +panel_x = ax.panel_axes("t", width="15mm") +panel_x.hist(x, **HIST1D_KWARGS) +panel_y = ax.panel_axes("r", width="15mm") +panel_y.histh(y, **HIST1D_KWARGS) +pplt.show() + +# %% + +# 2D histogram plot +xbins = np.linspace(*xlim, 30, endpoint=True) +ybins = np.linspace(*ylim, 30, endpoint=True) + +fig, ax = pplt.subplots(axwidth="60mm") +h, xedge, yedge, img = ax.hist2d(x, y, cmap="viridis", bins=[xbins, ybins], edgefix=False) +ax.colorbar(img, loc="b", label="Counts", width="2.5mm") +ax.format(xlim=xlim, ylim=ylim, xlabel="Apparent FRET", ylabel="Apparent Stoichiometry") + +kw = {k: v for k, v in HIST1D_KWARGS.items() if k != "bins"} + +panel_x = ax.panel_axes("t", width="15mm") +panel_x.hist(x, bins=xbins, **kw) +panel_y = ax.panel_axes("r", width="15mm") +panel_y.histh(y, bins=ybins, **kw) +pplt.show() + +# %% +# ISSUE 38 +# df = bursts.to_dataframe(photon_counts=True) +# df.columns +# +# #%% +# +# # import proplot as pplt +# # +# fig, axes = pplt.subplots(nrows=2, ncols=2, sharey=False, share=False) +# +# for ax, stream in zip(axes, bursts[0].stream_counts): +# if stream == "AD": +# continue +# ax.hist(df[f"n_{stream}"], bins="fd") +# mean = df[f"n_{stream}"].mean() +# print(f"{stream}: {mean:.2f} photons per burst") +# ax.axvline(mean, color="r", linestyle="--") +# ax.format(xlabel="Photons per burst", ylabel="Count", title=stream) +# +# green_ch = df["n_DD"] + df["n_DA"] +# axes[1, 1].hist(green_ch, bins="fd") +# mean = green_ch.mean() +# print(f"DD + DA: {mean:.2f} photons per burst") +# axes[1, 1].axvline(mean, color="r", linestyle="--") +# axes[1, 1].format(xlabel="Photons per burst", ylabel="Count", title="DD + DA") +# +# pplt.show() diff --git a/templates/03_binning_trace.py b/templates/03_binning_trace.py new file mode 100644 index 0000000..693fe5f --- /dev/null +++ b/templates/03_binning_trace.py @@ -0,0 +1,52 @@ +# %% + +from pathlib import Path + +# import proplot as pplt +import matplotlib.pyplot as pplt +import numpy as np +import polars as pl + +from dont_fret.fileIO import PhotonFile +from dont_fret.formatting import TRACE_COLORS, TRACE_SIGNS +from dont_fret.models import BinnedPhotonData, PhotonData + +# %% +cwd = Path(__file__).parent +test_data_dir = cwd.parent / "tests" / "test_data" / "input" / "ds1" +ptu_file = "datafile_1.ptu" + +# %% +photons = PhotonData.from_file(PhotonFile(test_data_dir / ptu_file)) + +fig, ax = pplt.subplots( + # refaspect=3.5, axwidth="140mm" +) +xlim = (10, 20) +for stream in TRACE_COLORS: + stream_photons = PhotonData( + photons.data.filter(pl.col("stream") == stream), metadata=photons.metadata, cfg=photons.cfg + ) + tr = BinnedPhotonData(stream_photons, bounds=xlim, binning_time=1e-3) + ax.plot(tr.time, TRACE_SIGNS[stream] * tr.photons, color=TRACE_COLORS[stream]) + +ylim = np.max(np.abs(ax.get_ylim())) +# ax.format(xlabel="Time (s)", ylabel="Photons / ms", ylim=(-ylim, ylim), xlim=xlim) +pplt.show() + +# %% + +fig, ax = pplt.subplots( + # refaspect=3.5, axwidth="140mm" +) +for stream in TRACE_COLORS: + df = photons.data.filter(pl.col("stream") == stream) + counts = np.bincount(df["nanotimes"]) + nanotime = np.arange(len(counts)) * photons.nanotimes_unit * 1e9 + ax.plot(nanotime, counts, lw=0.5, label=stream, color=TRACE_COLORS[stream]) +# +# ax.format(xlabel="TCSPC time (ns)", ylabel="Photons / TCSPC bin", yscale="log") +ax.set_yscale("log") +pplt.show() + +# %% diff --git a/templates/04_multiple_files.py b/templates/04_multiple_files.py new file mode 100644 index 0000000..dd3d83d --- /dev/null +++ b/templates/04_multiple_files.py @@ -0,0 +1,17 @@ +# %% +from pathlib import Path + +from dont_fret.process import batch_search_and_save, search_and_save + +# %% + +cwd = Path(__file__).parent +test_data_dir = cwd.parent / "tests" / "test_data" / "input" / "ds2" +ptu_files = list(test_data_dir.glob("*.ptu")) + +# %% +search_and_save(ptu_files[0], output_type=".csv") + +# %% +batch_search_and_save(ptu_files) +# %% diff --git a/templates/05_web_models.py b/templates/05_web_models.py new file mode 100644 index 0000000..c00000a --- /dev/null +++ b/templates/05_web_models.py @@ -0,0 +1,39 @@ +# %% + +"""template for creating web models and using them to launch solara parts +for interactive use only + +""" + +from __future__ import annotations + +from pathlib import Path + +import dont_fret.web.state as state +from dont_fret.web.bursts.components import BurstFigure +from dont_fret.web.methods import batch_burst_search +from dont_fret.web.models import FRETNode, PhotonFileItem + +# %% +ROOT = Path(__file__).parent.parent +pth = ROOT / "tests" / "test_data" / "input" / "ds2" +photon_file_items = [PhotonFileItem(file_path=ptu_pth) for ptu_pth in pth.glob("*.ptu")] + +# %% + +burst_settings = ["DCBS", "APBS"] +burst_items = [batch_burst_search(photon_file_items, name) for name in burst_settings] +# %% +state.fret_nodes.set([]) +node = FRETNode( + name="FRET NOT", + photons=photon_file_items, + bursts=burst_items, +) +state.fret_nodes.append(node) + +# %% + +BurstFigure(state.fret_nodes, state.filters) + +# %% diff --git a/templates/06_preload_web.py b/templates/06_preload_web.py new file mode 100644 index 0000000..ffe1726 --- /dev/null +++ b/templates/06_preload_web.py @@ -0,0 +1,56 @@ +# %% + +""" +launch dont-fret web with preloaded data +""" + +from __future__ import annotations + +from pathlib import Path + +import solara + +import dont_fret.web.state as state +from dont_fret.web.bursts.components import BurstFigure +from dont_fret.web.main import Page as MainPage +from dont_fret.web.methods import batch_burst_search +from dont_fret.web.models import FRETNode, PhotonFileItem + +# %% + +ROOT = Path(__file__).parent.parent +pth = ROOT / "tests" / "test_data" / "input" / "ds2" +photon_file_items = [PhotonFileItem(file_path=ptu_pth) for ptu_pth in pth.glob("*.ptu")] + +# %% + +burst_settings = ["DCBS", "APBS"] +burst_items = [batch_burst_search(photon_file_items, name) for name in burst_settings] +# %% +# %% +node = FRETNode( + name="FRET NOT", + photons=photon_file_items, + bursts=burst_items, +) + +# %% + + +@solara.component +def Page(): + def preload(): + state.fret_nodes.set([]) + if len(state.fret_nodes.value) == 0: + state.fret_nodes.extend([node]) + + solara.use_effect(preload, dependencies=[]) + nodes = state.fret_nodes.value + + if len(nodes) != 0: + MainPage() + else: + solara.Text("Loading fret nodes...") + + +# %% diff --git a/tests/generate_ds1_result.py b/tests/generate_ds1_result.py new file mode 100644 index 0000000..5f169b1 --- /dev/null +++ b/tests/generate_ds1_result.py @@ -0,0 +1,29 @@ +""" +Generates reference burst search results for tests +""" + +from pathlib import Path + +from dont_fret.fileIO import PTUFile, save +from dont_fret.models import ChannelPhotonData + +cwd = Path(__file__).parent + +DCBS_TEST = {"DD + DA": {"L": 50, "M": 35, "T": 0.0005}, "AA": {"L": 50, "M": 35, "T": 0.0005}} +APBS_TEST = {"DD + DA + AA": {"L": 50, "M": 35, "T": 0.0005}} + +input_data_dir = cwd / "test_data" / "input" / "ds1" +output_data_dir = cwd / "test_data" / "output" / "ds1" +output_data_dir.mkdir(exist_ok=True, parents=True) + +photons = ChannelPhotonData.from_file(PTUFile(input_data_dir / "datafile_1.ptu")) + +save(output_data_dir / "photons.h5", photons) + +bursts_dcbs = photons.burst_search(DCBS_TEST).filter("n_photons", (50, None)) +bursts_dcbs.to_dataframe().write_csv(output_data_dir / "dcbs_bursts.csv") +save(output_data_dir / "dcbs_bursts.h5", bursts_dcbs) + +bursts_apbs = photons.burst_search(APBS_TEST).filter("n_photons", (50, None)) +bursts_apbs.to_dataframe().write_csv(output_data_dir / "apbs_bursts.csv") +save(output_data_dir / "apbs_bursts.h5", bursts_apbs) diff --git a/tests/generate_ds2.py b/tests/generate_ds2.py new file mode 100644 index 0000000..5c3b0e6 --- /dev/null +++ b/tests/generate_ds2.py @@ -0,0 +1,19 @@ +import dont_fret.datagen as datagen +import numpy as np +from pathlib import Path + +# __file__ = Path().resolve() / "script.py" +cwd = Path(__file__).parent + +output_data_dir = cwd / "test_data" / "input" / "ds2" + +ds_names = [ + "twostate", + "threestate", + "twostate_static", +] + +for s in ds_names: + func = getattr(datagen, s) + data = func() + np.savetxt(output_data_dir / f"{s}.txt", data) diff --git a/tests/generate_web_data.py b/tests/generate_web_data.py new file mode 100644 index 0000000..5b8493f --- /dev/null +++ b/tests/generate_web_data.py @@ -0,0 +1,76 @@ +"""Generates data for testing the web app""" +from pathlib import Path + +from dont_fret.web.apps.burst_view import gen_fileitems +from dont_fret.web.apps.burst_view.state import PhotonFiles, BurstColors +import pandas as pd + +# %% +cwd = Path(__file__).parent +OUTPUT_PATH = cwd / "test_data" / "output" / "web" +OUTPUT_PATH.mkdir(exist_ok=True, parents=True) + +# %% +DCBS_TEST = {"DD + DA": {"L": 50, "M": 35, "T": 0.0005}, "AA": {"L": 50, "M": 35, "T": 0.0005}} + +# %% + +photon_file_items = gen_fileitems(2) + +colors = list(BurstColors.from_dict(DCBS_TEST)) +photon_files = PhotonFiles() +photon_files.add_file_items(photon_file_items) +bursts_item = photon_files.do_burst_search( + "my_bursts", colors, on_progress=lambda x: None, on_indeterminate=lambda x: None +) + +# %% + + +bursts_item.df.to_csv(OUTPUT_PATH / "bursts.csv", index=False) + + +# %% +bursts_item.df.dtypes + +# %% + +df_read = pd.read_csv(OUTPUT_PATH / "bursts.csv") +df_read + +# %% + +d = bursts_item.burst_sets["200924-FRET-MBP-2K-R0_36.ptu"].to_dict(photon_counts=True) + +d["n_photons"].dtype + +# %% +# +# d['n_DD'] +# +# #%% +# +# b = bursts_item.burst_sets['200924-FRET-MBP-2K-R0_36.ptu'] +# type(b[0].stream_counts['DD']) +# +# +# #%% +# +# +# #%% +# +# import numpy as np +# np.iinfo(np.uint8) +# +# #%% +# +# a = np.array([1,2,3, 4], dtype=np.int64) +# a +# +# #%% +# # +# b = a.astype(np.min_scalar_type(a.max())) +# +# b.base +# +# a[:2].base diff --git a/tests/helpers.py b/tests/helpers.py new file mode 100644 index 0000000..3a6cb73 --- /dev/null +++ b/tests/helpers.py @@ -0,0 +1,29 @@ +from typing import Type + +import numpy as np + +from dont_fret.models import Bursts, PhotonData + + +def assert_burstsets_equal(bs1: Bursts, bs2: Bursts) -> None: + # This does (probably) not check every datafield + # TODO add __eq__ on photon objects? + assert len(bs1) == len(bs2) + # todo this needs to be listed centrally for future GUI + for attr in ["n_photons", "E_app", "S_app", "time_length", "time_mean", "time_max"]: + assert np.allclose( + getattr(bs1, attr), getattr(bs2, attr), equal_nan=True + ), f"{attr!r} is not equal" + + +def assert_photons_equal(ph1: Type[PhotonData], ph2: Type[PhotonData]) -> None: + assert len(ph1) == len(ph2) + + for attr in ["timestamps", "nanotimes", "photon_times"]: + a1 = getattr(ph1, attr) + a2 = getattr(ph2, attr) + assert np.all(a1 == a2) + assert a1.dtype == a2.dtype + + for attr in ["monotonic", "timestamps_unit", "nanotimes_unit", "description"]: + assert getattr(ph1, attr) == getattr(ph2, attr) diff --git a/tests/test_config.py b/tests/test_config.py new file mode 100644 index 0000000..f6af434 --- /dev/null +++ b/tests/test_config.py @@ -0,0 +1 @@ +"""Test config""" diff --git a/tests/test_data/input/readme.md b/tests/test_data/input/readme.md new file mode 100644 index 0000000..3b1fddf --- /dev/null +++ b/tests/test_data/input/readme.md @@ -0,0 +1,29 @@ +Datasets +======== + + +Download test data [here](https://kuleuven-my.sharepoint.com/:f:/g/personal/jochem_smit_kuleuven_be/EnLFfuf9lKdOuT8yF0wfq1MBSyr_sIPVOR1jpfz5gTPsng?e=KmEcac) + + +ds1 +--- + +Single file + +Picoquant ptu file +nanosecond ALEX green/red +Maltose Binding Protein + 1uM maltose + +config: default.yaml + + +ds2 +--- + +Multiple files + +Picoquant ptu file +nanosecond ALEX green/red +Maltose Binding Protein + 1uM maltose + +config: default.yaml \ No newline at end of file diff --git a/tests/test_data/output/ds1/apbs_bursts.csv b/tests/test_data/output/ds1/apbs_bursts.csv new file mode 100644 index 0000000..2386ff8 --- /dev/null +++ b/tests/test_data/output/ds1/apbs_bursts.csv @@ -0,0 +1,1138 @@ +E_app,S_app,n_photons,time_length,time_mean,time_min,time_max +0.6666666666666666,0.11214953271028037,107,0.00091165,0.006330069626168224,0.005849549999999999,0.006761199999999999 +0.09803921568627451,0.9935064935064936,156,0.0015531499999999999,0.031011177243589743,0.0302652,0.031818349999999995 +0.09375,1.0,96,0.00070955,0.057345391145833334,0.05699165,0.057701199999999994 +0.5,0.15384615384615385,52,0.00044925,0.07508074134615385,0.0748696,0.07531884999999999 +0.5686274509803921,0.32903225806451614,155,0.00110335,0.13178802225806452,0.1312365,0.13233984999999998 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