diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index d8890ef7..bb332e58 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -18,11 +18,14 @@ jobs: matrix: os: ['windows-latest', 'macOS-latest', 'ubuntu-latest'] python-version: ['3.7', '3.8', '3.9', '3.10', '3.11'] + exclude: + - os: macos-latest + python-version: 3.7 steps: - - uses: actions/checkout@v2 + - uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} diff --git a/poetry.lock b/poetry.lock index 531c0d6b..ac01929c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "aiofiles" version = "22.1.0" description = "File support for asyncio." -category = "dev" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -16,7 +15,6 @@ files = [ name = "aiosqlite" version = "0.19.0" description = "asyncio bridge to the standard sqlite3 module" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -35,7 +33,6 @@ docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"] name = "alabaster" version = "0.7.13" description = "A configurable sidebar-enabled Sphinx theme" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -47,7 +44,6 @@ files = [ name = "antropy" version = "0.1.5" description = "AntroPy: entropy and complexity of time-series in Python" -category = "dev" optional = false python-versions = "*" files = [] @@ -70,7 +66,6 @@ resolved_reference = "a6c5184c21470d1c734eeb332696146ee0f1452f" name = "anyio" version = "3.7.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -93,7 +88,6 @@ trio = ["trio (<0.22)"] name = "appnope" version = "0.1.3" description = "Disable App Nap on macOS >= 10.9" -category = "dev" optional = false python-versions = "*" files = [ @@ -105,7 +99,6 @@ files = [ name = "argon2-cffi" version = "21.3.0" description = "The secure Argon2 password hashing algorithm." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -126,7 +119,6 @@ tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] name = "argon2-cffi-bindings" version = "21.2.0" description = "Low-level CFFI bindings for Argon2" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -164,7 +156,6 @@ tests = ["pytest"] name = "arrow" version = "1.2.3" description = "Better dates & times for Python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -180,7 +171,6 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""} name = "atomicwrites" version = "1.4.1" description = "Atomic file writes." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -191,7 +181,6 @@ files = [ name = "attrs" version = "23.1.0" description = "Classes Without Boilerplate" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -213,7 +202,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte name = "babel" version = "2.12.1" description = "Internationalization utilities" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -228,7 +216,6 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""} name = "backcall" version = "0.2.0" description = "Specifications for callback functions passed in to an API" -category = "dev" optional = false python-versions = "*" files = [ @@ -240,7 +227,6 @@ files = [ name = "beautifulsoup4" version = "4.12.2" description = "Screen-scraping library" -category = "dev" optional = false python-versions = ">=3.6.0" files = [ @@ -259,7 +245,6 @@ lxml = ["lxml"] name = "black" version = "22.12.0" description = "The uncompromising code formatter." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -296,7 +281,6 @@ uvloop = ["uvloop (>=0.15.2)"] name = "bleach" version = "6.0.0" description = "An easy safelist-based HTML-sanitizing tool." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -315,7 +299,6 @@ css = ["tinycss2 (>=1.1.0,<1.2)"] name = "cached-property" version = "1.5.2" description = "A decorator for caching properties in classes." -category = "dev" optional = false python-versions = "*" files = [ @@ -327,7 +310,6 @@ files = [ name = "cachetools" version = "5.3.1" description = "Extensible memoizing collections and decorators" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -339,7 +321,6 @@ files = [ name = "certifi" version = "2023.5.7" description = "Python package for providing Mozilla's CA Bundle." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -351,7 +332,6 @@ files = [ name = "cffi" version = "1.15.1" description = "Foreign Function Interface for Python calling C code." -category = "dev" optional = false python-versions = "*" files = [ @@ -428,7 +408,6 @@ pycparser = "*" name = "charset-normalizer" version = "3.1.0" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." -category = "dev" optional = false python-versions = ">=3.7.0" files = [ @@ -513,7 +492,6 @@ files = [ name = "click" version = "8.1.3" description = "Composable command line interface toolkit" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -529,7 +507,6 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} name = "cloudpickle" version = "2.2.1" description = "Extended pickling support for Python objects" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -541,7 +518,6 @@ files = [ name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" files = [ @@ -553,7 +529,6 @@ files = [ name = "coverage" version = "7.2.7" description = "Code coverage measurement for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -626,7 +601,6 @@ toml = ["tomli"] name = "dask" version = "2022.2.0" description = "Parallel PyData with Task Scheduling" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -656,7 +630,6 @@ test = ["pre-commit", "pytest", "pytest-rerunfailures", "pytest-xdist"] name = "debugpy" version = "1.6.7" description = "An implementation of the Debug Adapter Protocol for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -684,7 +657,6 @@ files = [ name = "decorator" version = "5.1.1" description = "Decorators for Humans" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -696,7 +668,6 @@ files = [ name = "defusedxml" version = "0.7.1" description = "XML bomb protection for Python stdlib modules" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -708,7 +679,6 @@ files = [ name = "dill" version = "0.3.6" description = "serialize all of python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -723,7 +693,6 @@ graph = ["objgraph (>=1.7.2)"] name = "distributed" version = "2022.2.0" description = "Distributed scheduler for Dask" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -754,7 +723,6 @@ zict = ">=0.1.3" name = "docutils" version = "0.16" description = "Docutils -- Python Documentation Utilities" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -766,7 +734,6 @@ files = [ name = "entrypoints" version = "0.4" description = "Discover and load entry points from installed packages." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -778,7 +745,6 @@ files = [ name = "exceptiongroup" version = "1.1.1" description = "Backport of PEP 654 (exception groups)" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -793,7 +759,6 @@ test = ["pytest (>=6)"] name = "fastjsonschema" version = "2.17.1" description = "Fastest Python implementation of JSON schema" -category = "dev" optional = false python-versions = "*" files = [ @@ -808,7 +773,6 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc name = "fqdn" version = "1.5.1" description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers" -category = "dev" optional = false python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4" files = [ @@ -823,7 +787,6 @@ cached-property = {version = ">=1.3.0", markers = "python_version < \"3.8\""} name = "fsspec" version = "2023.1.0" description = "File-system specification" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -858,7 +821,6 @@ tqdm = ["tqdm"] name = "future" version = "0.18.3" description = "Clean single-source support for Python 3 and 2" -category = "dev" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -867,14 +829,13 @@ files = [ [[package]] name = "google-auth" -version = "2.19.1" +version = "2.20.0" description = "Google Authentication Library" -category = "dev" optional = false python-versions = ">=3.6" files = [ - {file = "google-auth-2.19.1.tar.gz", hash = "sha256:a9cfa88b3e16196845e64a3658eb953992129d13ac7337b064c6546f77c17183"}, - {file = "google_auth-2.19.1-py2.py3-none-any.whl", hash = "sha256:ea165e014c7cbd496558796b627c271aa8c18b4cba79dc1cc962b24c5efdfb85"}, + {file = "google-auth-2.20.0.tar.gz", hash = "sha256:030af34138909ccde0fbce611afc178f1d65d32fbff281f25738b1fe1c6f3eaa"}, + {file = "google_auth-2.20.0-py2.py3-none-any.whl", hash = "sha256:23b7b0950fcda519bfb6692bf0d5289d2ea49fc143717cc7188458ec620e63fa"}, ] [package.dependencies] @@ -885,17 +846,16 @@ six = ">=1.9.0" urllib3 = "<2.0" [package.extras] -aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"] +aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"] enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"] pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"] reauth = ["pyu2f (>=0.1.5)"] -requests = ["requests (>=2.20.0,<3.0.0dev)"] +requests = ["requests (>=2.20.0,<3.0.0.dev0)"] [[package]] name = "google-auth-oauthlib" version = "1.0.0" description = "Google Authentication Library" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -914,7 +874,6 @@ tool = ["click (>=6.0.0)"] name = "gspread" version = "5.9.0" description = "Google Spreadsheets Python API" -category = "dev" optional = false python-versions = ">=3.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -930,7 +889,6 @@ google-auth-oauthlib = ">=0.4.1" name = "heapdict" version = "1.0.1" description = "a heap with decrease-key and increase-key operations" -category = "dev" optional = false python-versions = "*" files = [ @@ -942,7 +900,6 @@ files = [ name = "httplib2" version = "0.22.0" description = "A comprehensive HTTP client library." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -957,7 +914,6 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0 name = "idna" version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -969,7 +925,6 @@ files = [ name = "imagesize" version = "1.4.1" description = "Getting image size from png/jpeg/jpeg2000/gif file" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -979,14 +934,13 @@ files = [ [[package]] name = "importlib-metadata" -version = "6.6.0" +version = "6.7.0" description = "Read metadata from Python packages" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "importlib_metadata-6.6.0-py3-none-any.whl", hash = "sha256:43dd286a2cd8995d5eaef7fee2066340423b818ed3fd70adf0bad5f1fac53fed"}, - {file = "importlib_metadata-6.6.0.tar.gz", hash = "sha256:92501cdf9cc66ebd3e612f1b4f0c0765dfa42f0fa38ffb319b6bd84dd675d705"}, + {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"}, + {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"}, ] [package.dependencies] @@ -996,13 +950,12 @@ zipp = ">=0.5" [package.extras] docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] perf = ["ipython"] -testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] +testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"] [[package]] name = "importlib-resources" version = "5.12.0" description = "Read resources from Python packages" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1021,7 +974,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec name = "iniconfig" version = "2.0.0" description = "brain-dead simple config-ini parsing" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1033,7 +985,6 @@ files = [ name = "ipykernel" version = "6.16.2" description = "IPython Kernel for Jupyter" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1062,7 +1013,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "p name = "ipython" version = "7.34.0" description = "IPython: Productive Interactive Computing" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1099,7 +1049,6 @@ test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments" name = "ipython-genutils" version = "0.2.0" description = "Vestigial utilities from IPython" -category = "dev" optional = false python-versions = "*" files = [ @@ -1111,7 +1060,6 @@ files = [ name = "isoduration" version = "20.11.0" description = "Operations with ISO 8601 durations" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1126,7 +1074,6 @@ arrow = ">=0.15.0" name = "jedi" version = "0.18.2" description = "An autocompletion tool for Python that can be used for text editors." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1146,7 +1093,6 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] name = "jinja2" version = "3.1.2" description = "A very fast and expressive template engine." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1164,7 +1110,6 @@ i18n = ["Babel (>=2.7)"] name = "joblib" version = "1.2.0" description = "Lightweight pipelining with Python functions" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1176,7 +1121,6 @@ files = [ name = "json5" version = "0.9.14" description = "A Python implementation of the JSON5 data format." -category = "dev" optional = false python-versions = "*" files = [ @@ -1189,21 +1133,18 @@ dev = ["hypothesis"] [[package]] name = "jsonpointer" -version = "2.3" +version = "2.4" description = "Identify specific nodes in a JSON document (RFC 6901)" -category = "dev" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" files = [ - {file = "jsonpointer-2.3-py2.py3-none-any.whl", hash = "sha256:51801e558539b4e9cd268638c078c6c5746c9ac96bc38152d443400e4f3793e9"}, - {file = "jsonpointer-2.3.tar.gz", hash = "sha256:97cba51526c829282218feb99dab1b1e6bdf8efd1c43dc9d57be093c0d69c99a"}, + {file = "jsonpointer-2.4-py2.py3-none-any.whl", hash = "sha256:15d51bba20eea3165644553647711d150376234112651b4f1811022aecad7d7a"}, ] [[package]] name = "jsonschema" version = "4.17.3" description = "An implementation of JSON Schema validation for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1235,7 +1176,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- name = "jupyter-client" version = "7.4.9" description = "Jupyter protocol implementation and client libraries" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1260,7 +1200,6 @@ test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-com name = "jupyter-core" version = "4.12.0" description = "Jupyter core package. A base package on which Jupyter projects rely." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1279,7 +1218,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"] name = "jupyter-events" version = "0.6.3" description = "Jupyter Event System library" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1304,7 +1242,6 @@ test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>= name = "jupyter-server" version = "1.24.0" description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1317,7 +1254,7 @@ anyio = ">=3.1.0,<4" argon2-cffi = "*" jinja2 = "*" jupyter-client = ">=6.1.12" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" nbconvert = ">=6.4.4" nbformat = ">=5.2.0" packaging = "*" @@ -1337,7 +1274,6 @@ test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console name = "jupyter-server-fileid" version = "0.9.0" description = "" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1357,7 +1293,6 @@ test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov"] name = "jupyter-server-ydoc" version = "0.8.0" description = "A Jupyter Server Extension Providing Y Documents." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1377,7 +1312,6 @@ test = ["coverage", "jupyter-server[test] (>=2.0.0a0)", "pytest (>=7.0)", "pytes name = "jupyter-ydoc" version = "0.2.4" description = "Document structures for collaborative editing using Ypy" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1397,7 +1331,6 @@ test = ["pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)", "ypy-we name = "jupyterlab" version = "3.6.4" description = "JupyterLab computational environment" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1426,7 +1359,6 @@ test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", " name = "jupyterlab-pygments" version = "0.2.2" description = "Pygments theme using JupyterLab CSS variables" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1436,14 +1368,13 @@ files = [ [[package]] name = "jupyterlab-server" -version = "2.22.1" +version = "2.23.0" description = "A set of server components for JupyterLab and JupyterLab like applications." -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "jupyterlab_server-2.22.1-py3-none-any.whl", hash = "sha256:1c8eb55c7cd70a50a51fef42a7b4e26ef2f7fc48728f0290604bd89b1dd156e6"}, - {file = "jupyterlab_server-2.22.1.tar.gz", hash = "sha256:dfaaf898af84b9d01ae9583b813f378b96ee90c3a66f24c5186ea5d1bbdb2089"}, + {file = "jupyterlab_server-2.23.0-py3-none-any.whl", hash = "sha256:a5ea2c839336a8ba7c38c8e7b2f24cedf919f0d439f4d2e606d9322013a95788"}, + 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"!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -3293,14 +3148,13 @@ win32 = ["pywin32"] [[package]] name = "setuptools" -version = "67.8.0" +version = "68.0.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "setuptools-67.8.0-py3-none-any.whl", hash = "sha256:5df61bf30bb10c6f756eb19e7c9f3b473051f48db77fddbe06ff2ca307df9a6f"}, - {file = "setuptools-67.8.0.tar.gz", hash = "sha256:62642358adc77ffa87233bc4d2354c4b2682d214048f500964dbe760ccedf102"}, + {file = "setuptools-68.0.0-py3-none-any.whl", hash = "sha256:11e52c67415a381d10d6b462ced9cfb97066179f0e871399e006c4ab101fc85f"}, + {file = "setuptools-68.0.0.tar.gz", hash = "sha256:baf1fdb41c6da4cd2eae722e135500da913332ab3f2f5c7d33af9b492acb5235"}, ] [package.extras] @@ -3312,7 +3166,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs ( name = "six" version = "1.16.0" description = "Python 2 and 3 compatibility utilities" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -3324,7 +3177,6 @@ files = [ name = "sniffio" version = "1.3.0" description = "Sniff out which async library your code is running under" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3336,7 +3188,6 @@ files = [ name = "snowballstemmer" version = "2.2.0" description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms." -category = "dev" optional = false python-versions = "*" files = [ @@ -3348,7 +3199,6 @@ files = [ name = "sortedcontainers" version = "2.4.0" description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set" -category = "dev" optional = false python-versions = "*" files = [ @@ -3360,7 +3210,6 @@ files = [ name = "soupsieve" version = "2.4.1" description = "A modern CSS selector implementation for Beautiful Soup." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3372,7 +3221,6 @@ files = [ name = "sphinx" version = "3.5.4" description = "Python documentation generator" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3408,7 +3256,6 @@ test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"] name = "sphinxcontrib-applehelp" version = "1.0.2" description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3424,7 +3271,6 @@ test = ["pytest"] name = "sphinxcontrib-devhelp" version = "1.0.2" description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3440,7 +3286,6 @@ test = ["pytest"] name = "sphinxcontrib-htmlhelp" version = "2.0.0" description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3456,7 +3301,6 @@ test = ["html5lib", "pytest"] name = "sphinxcontrib-jsmath" version = "1.0.1" description = "A sphinx extension which renders display math in HTML via JavaScript" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3471,7 +3315,6 @@ test = ["flake8", "mypy", "pytest"] name = "sphinxcontrib-qthelp" version = "1.0.3" description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3487,7 +3330,6 @@ test = ["pytest"] name = "sphinxcontrib-serializinghtml" version = "1.1.5" description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3503,7 +3345,6 @@ test = ["pytest"] name = "statsmodels" version = "0.13.5" description = "Statistical computations and models for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3545,7 +3386,7 @@ patsy = ">=0.5.2" scipy = [ {version = ">=1.3", markers = "(python_version > \"3.9\" or platform_system != \"Windows\" or platform_machine != \"x86\") and python_version < \"3.12\""}, {version = ">=1.3,<1.8", markers = "python_version == \"3.7\""}, - {version = ">=1.3,<1.9", markers = "python_version == \"3.8\" and platform_system == \"Windows\" and platform_machine == \"x86\" or python_version == \"3.9\" and platform_system == \"Windows\" and platform_machine == \"x86\""}, + {version = ">=1.3,<1.9", markers = "(python_version == \"3.8\" or python_version == \"3.9\") and platform_system == \"Windows\" and platform_machine == \"x86\""}, ] [package.extras] @@ -3557,7 +3398,6 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n name = "stochastic" version = "0.6.0" description = "Generate realizations of stochastic processes" -category = "dev" optional = false python-versions = ">=3.6,<4.0" files = [ @@ -3573,7 +3413,6 @@ scipy = ">=1.3,<2.0" name = "stumpy" version = "1.11.1" description = "A powerful and scalable library that can be used for a variety of time series data mining tasks" -category = "dev" optional = false python-versions = "*" files = [ @@ -3591,21 +3430,19 @@ ci = ["black (>=19.3b0)", "codecov", "coverage (>=4.5.3)", "dask (>=1.2.2)", "di [[package]] name = "tblib" -version = "1.7.0" +version = "2.0.0" description = "Traceback serialization library." -category = "dev" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +python-versions = ">=3.7" files = [ - {file = "tblib-1.7.0-py2.py3-none-any.whl", hash = "sha256:289fa7359e580950e7d9743eab36b0691f0310fce64dee7d9c31065b8f723e23"}, - {file = "tblib-1.7.0.tar.gz", hash = "sha256:059bd77306ea7b419d4f76016aef6d7027cc8a0785579b5aad198803435f882c"}, + {file = "tblib-2.0.0-py3-none-any.whl", hash = "sha256:9100bfa016b047d5b980d66e7efed952fbd20bd85b56110aaf473cb97d18709a"}, + {file = "tblib-2.0.0.tar.gz", hash = "sha256:a6df30f272c08bf8be66e0775fad862005d950a6b8449b94f7c788731d70ecd7"}, ] [[package]] name = "terminado" version = "0.17.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3626,7 +3463,6 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"] name = "threadpoolctl" version = "3.1.0" description = "threadpoolctl" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3638,7 +3474,6 @@ files = [ name = "tinycss2" version = "1.2.1" description = "A tiny CSS parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3657,7 +3492,6 @@ test = ["flake8", "isort", "pytest"] name = "toml" version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" -category = "dev" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -3669,7 +3503,6 @@ files = [ name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3681,7 +3514,6 @@ files = [ name = "toolz" version = "0.12.0" description = "List processing tools and functional utilities" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -3693,7 +3525,6 @@ files = [ name = "tornado" version = "6.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." -category = "dev" optional = false python-versions = ">= 3.7" files = [ @@ -3714,7 +3545,6 @@ files = [ name = "tqdm" version = "4.65.0" description = "Fast, Extensible Progress Meter" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3735,7 +3565,6 @@ telegram = ["requests"] name = "traitlets" version = "5.9.0" description = "Traitlets Python configuration system" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3751,7 +3580,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"] name = "tsfel" version = "0.1.4" description = "Library for time series feature extraction" -category = "dev" optional = false python-versions = "*" files = [ @@ -3771,14 +3599,13 @@ Sphinx = ">=1.8.5" [[package]] name = "tsfresh" -version = "0.20.0" +version = "0.20.1" description = "tsfresh extracts relevant characteristics from time series" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "tsfresh-0.20.0-py2.py3-none-any.whl", hash = "sha256:ca37e1270077b198593ff8900294cd9429b9f0150d0b761731654c02b251f068"}, - {file = "tsfresh-0.20.0.tar.gz", hash = "sha256:1d9a0f06cf791167239c7fe7e32e3a46653f97a9b27937090273b4507ec4709c"}, + {file = "tsfresh-0.20.1-py2.py3-none-any.whl", hash = "sha256:8ab21710c0ff036899f7dab15de1530f328d0bed333737bd7921ca002ffd950d"}, + {file = "tsfresh-0.20.1.tar.gz", hash = "sha256:8159247d14a5ed6963356f3538a11f7144842778934049b554b0c372a561483e"}, ] [package.dependencies] @@ -3796,13 +3623,14 @@ stumpy = ">=1.7.2" tqdm = ">=4.10.0" [package.extras] +docs = ["Sphinx (>=6.1.3)", "b2luigi", "docutils (>=0.18.1)", "sphinx-rtd-theme (>=1.2.0)"] matrixprofile = ["matrixprofile (>=1.1.10,<2.0.0)"] +testing = ["ipython (>=5.3.0)", "matplotlib (>=2.0.0)", "mock (>=2.0.0)", "notebook (>=4.4.1)", "pandas-datareader (>=0.5.0)", "pre-commit", "pytest (>=4.4.0)", "pytest-benchmark (>=3.0.0)", "pytest-cov (>=2.6.1)", "pytest-xdist (>=1.26.1)", "seaborn (>=0.7.1)"] [[package]] name = "typed-ast" version = "1.5.4" description = "a fork of Python 2 and 3 ast modules with type comment support" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -3836,7 +3664,6 @@ files = [ name = "typing-extensions" version = "4.6.3" description = "Backported and Experimental Type Hints for Python 3.7+" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3846,24 +3673,22 @@ files = [ [[package]] name = "uri-template" -version = "1.2.0" +version = "1.3.0" description = "RFC 6570 URI Template Processor" -category = "dev" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" files = [ - {file = "uri_template-1.2.0-py3-none-any.whl", hash = "sha256:f1699c77b73b925cf4937eae31ab282a86dc885c333f2e942513f08f691fc7db"}, - {file = "uri_template-1.2.0.tar.gz", hash = "sha256:934e4d09d108b70eb8a24410af8615294d09d279ce0e7cbcdaef1bd21f932b06"}, + {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"}, + {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"}, ] [package.extras] -dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-noqa", "flake8-requirements", "flake8-type-annotations", "flake8-use-fstring", "mypy", "pep8-naming"] +dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"] [[package]] name = "urllib3" version = "1.26.16" description = "HTTP library with thread-safe connection pooling, file post, and more." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" files = [ @@ -3872,16 +3697,14 @@ files = [ ] [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] -secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"] -socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] -zstd = ["zstandard (>=0.18.0)"] +brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"] +secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"] +socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] [[package]] name = "wcwidth" version = "0.2.6" description = "Measures the displayed width of unicode strings in a terminal" -category = "dev" optional = false python-versions = "*" files = [ @@ -3893,7 +3716,6 @@ files = [ name = "webcolors" version = "1.13" description = "A library for working with the color formats defined by HTML and CSS." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -3909,7 +3731,6 @@ tests = ["pytest", "pytest-cov"] name = "webencodings" version = "0.5.1" description = "Character encoding aliases for legacy web content" -category = "dev" optional = false python-versions = "*" files = [ @@ -3919,14 +3740,13 @@ files = [ [[package]] name = "websocket-client" -version = "1.5.2" +version = "1.6.0" description = "WebSocket client for Python with low level API options" -category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "websocket-client-1.5.2.tar.gz", hash = "sha256:c7d67c13b928645f259d9b847ab5b57fd2d127213ca41ebd880de1f553b7c23b"}, - {file = "websocket_client-1.5.2-py3-none-any.whl", hash = "sha256:f8c64e28cd700e7ba1f04350d66422b6833b82a796b525a51e740b8cc8dab4b1"}, + {file = "websocket-client-1.6.0.tar.gz", hash = "sha256:e84c7eafc66aade6d1967a51dfd219aabdf81d15b9705196e11fd81f48666b78"}, + {file = "websocket_client-1.6.0-py3-none-any.whl", hash = "sha256:72d7802608745b0a212f79b478642473bd825777d8637b6c8c421bf167790d4f"}, ] [package.extras] @@ -3938,7 +3758,6 @@ test = ["websockets"] name = "y-py" version = "0.5.9" description = "Python bindings for the Y-CRDT built from yrs (Rust)" -category = "dev" optional = false python-versions = "*" files = [ @@ -4014,7 +3833,6 @@ files = [ name = "ypy-websocket" version = "0.8.2" description = "WebSocket connector for Ypy" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4034,7 +3852,6 @@ test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"] name = "zict" version = "2.2.0" description = "Mutable mapping tools" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4049,7 +3866,6 @@ heapdict = "*" name = "zipp" version = "3.15.0" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -4063,5 +3879,5 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more [metadata] lock-version = "2.0" -python-versions = ">=3.7.1,<3.12" # When deploying set this to 3.7 +python-versions = ">=3.7.1,<3.12" content-hash = "8c79c9148f612667a3e2d74d0ca5ee45db9d6b80dc8aaa743a39aa77d348deb8" diff --git a/tests/test_features_feature_collection.py b/tests/test_features_feature_collection.py index e04ce198..ea931dc8 100644 --- a/tests/test_features_feature_collection.py +++ b/tests/test_features_feature_collection.py @@ -1548,6 +1548,25 @@ def std_hour(time_arr): assert out.columns[0] == "time__std_hour__w=6h" +def test_functools_partial(dummy_data): + import functools + + q_07 = functools.partial(np.quantile, q=0.7) + + fc = FeatureCollection( + MultipleFeatureDescriptors( + functions=[q_07, FuncWrapper(np.quantile, q=0.7, output_names="q_07")], + series_names="EDA", + windows="30s", + strides="5s", + ) + ) + + res_df = fc.calculate(dummy_data, return_df=True) + assert res_df.shape[1] == 2 + assert np.all(res_df.iloc[:, 0] == res_df.iloc[:, 1]) + + def test_pass_by_value(dummy_data): def try_change_view(series_view: np.ndarray): series_view[:5] = 0 # update the view -> error! diff --git a/tests/test_features_func_wrapper.py b/tests/test_features_func_wrapper.py index ae651143..24b7c0c8 100644 --- a/tests/test_features_func_wrapper.py +++ b/tests/test_features_func_wrapper.py @@ -2,6 +2,7 @@ __author__ = "Jeroen Van Der Donckt, Emiel Deprost, Jonas Van Der Donckt" +import functools from typing import Tuple import numpy as np @@ -97,6 +98,15 @@ def test_vectorized_func_wrapper(dummy_data): assert np.allclose(func_rows(dummy_data.values), dummy_data.max(axis=1).values) +def test_functools_support(dummy_data): + func1 = FuncWrapper(np.quantile, q=0.7) + func2 = FuncWrapper(functools.partial(np.quantile, q=0.7)) + + assert func1.output_names == ["quantile"] + assert func2.output_names == ["quantile"] + assert np.allclose(func1(dummy_data.values), func2(dummy_data.values)) + + def test_error_func_wrapper_wrong_outputnames_type(): with pytest.raises(TypeError): FuncWrapper(np.min, output_names=5) diff --git a/tsflex/features/function_wrapper.py b/tsflex/features/function_wrapper.py index f400a5cb..deefa7dd 100644 --- a/tsflex/features/function_wrapper.py +++ b/tsflex/features/function_wrapper.py @@ -2,6 +2,7 @@ __author__ = "Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost" +import functools from typing import Any, Callable, List, Optional, Union import numpy as np @@ -14,6 +15,32 @@ __pdoc__["FuncWrapper.__call__"] = True +def _get_name(func: Callable) -> str: + """Get the name of the function. + + Parameters + ---------- + func: Callable + The function whose name has to be returned, should be either a function or an + object that is callable. + + Returns + ------- + str + The name of ``func`` in case of a function, or + - the name of the wrapped function in case of functools.partial. + - the name of the class in case of a callable object. + + """ + assert callable(func), f"The given argument {func} is not callable!" + try: + return func.__name__ + except AttributeError: + if isinstance(func, functools.partial): + return func.func.__name__ + return type(func).__name__ + + class FuncWrapper(FrozenClass): """Function wrapper. @@ -77,7 +104,7 @@ def __init__( elif isinstance(output_names, str): self.output_names = [output_names] elif not output_names: - self.output_names = [self.func.__name__] + self.output_names = [_get_name(func)] else: raise TypeError(f"`output_names` is unexpected type {type(output_names)}") @@ -93,7 +120,7 @@ def __init__( def __repr__(self) -> str: """Return repr string.""" return ( - f"{self.__class__.__name__}({self.func.__name__}, {self.output_names}," + f"{self.__class__.__name__}({_get_name(self.func)}, {self.output_names}," f" {self.kwargs})" ) diff --git a/tsflex/features/integrations.py b/tsflex/features/integrations.py index 36eb4494..d070dcf0 100644 --- a/tsflex/features/integrations.py +++ b/tsflex/features/integrations.py @@ -8,8 +8,7 @@ import numpy as np import pandas as pd -from .feature import FuncWrapper -from .utils import _get_name +from .function_wrapper import FuncWrapper, _get_name # ------------------------------------- SEGLEARN ------------------------------------- @@ -48,7 +47,7 @@ def wrap_func(x: np.ndarray): return FuncWrapper(wrap_func, output_names=output_names) -def seglearn_feature_dict_wrapper(features_dict: Dict) -> List[Callable]: +def seglearn_feature_dict_wrapper(features_dict: Dict) -> List[FuncWrapper]: """Wrapper enabling compatibility with seglearn feature dictionaries. seglearn represents a collection of features as a dictionary. diff --git a/tsflex/features/segmenter/strided_rolling.py b/tsflex/features/segmenter/strided_rolling.py index 3f55d8f6..8ec6d65c 100644 --- a/tsflex/features/segmenter/strided_rolling.py +++ b/tsflex/features/segmenter/strided_rolling.py @@ -25,7 +25,7 @@ from ...utils.attribute_parsing import AttributeParser, DataType from ...utils.data import SUPPORTED_STROLL_TYPES, to_list, to_series_list, to_tuple from ...utils.time import timedelta_to_str -from ..function_wrapper import FuncWrapper +from ..function_wrapper import FuncWrapper, _get_name from ..logger import logger from ..utils import _check_start_end_array, _determine_bounds @@ -493,7 +493,7 @@ def apply_func(self, func: FuncWrapper) -> pd.DataFrame: ) log_window = "manual" if self.window is None else self.window logger.info( - f"Finished function [{func.func.__name__}] on " + f"Finished function [{_get_name(func.func)}] on " f"{[self.series_key]} with window-stride [{log_window}, {log_strides}] " f"with output {list(feat_out.keys())} in [{elapsed} seconds]!" ) diff --git a/tsflex/features/utils.py b/tsflex/features/utils.py index 769c8f8e..0aab6eb9 100644 --- a/tsflex/features/utils.py +++ b/tsflex/features/utils.py @@ -7,7 +7,7 @@ import numpy as np import pandas as pd -from .feature import FuncWrapper +from .function_wrapper import FuncWrapper, _get_name # ---------------------------------- PRIVATE METHODS ---------------------------------- @@ -73,29 +73,6 @@ def _check_start_end_array(start_idxs: np.ndarray, end_idxs: np.ndarray): ), "for all corresponding values: segment_start_idxs <= segment_end_idxs" -def _get_name(func: Callable) -> str: - """Get the name of the function. - - Parameters - ---------- - func: Callable - The function whose name has to be returned, should be either a function or an - object that is callable. - - Returns - ------- - str - The name of ``func`` in case of a function or the name of the class in case - of a callable object. - - """ - assert callable(func), f"The given argument {func} is not callable!" - try: - return func.__name__ - except AttributeError: - return type(func).__name__ - - def _get_funcwrapper_func_and_kwargs(func: FuncWrapper) -> Tuple[Callable, dict]: """Extract the function and keyword arguments from the given FuncWrapper.