From 5fd98c24cd4d438abfc24de15d0ee9d4d027a9bb Mon Sep 17 00:00:00 2001
From: Florian Obersteiner <florian.obersteiner@kit.edu>
Date: Thu, 29 Jun 2023 08:23:17 +0200
Subject: [PATCH] Python 3.11 compatible versions of numba JIT-compiled
 functions (#20)

* update mean_angle for jit-compilation in 3.11

* add haversine dist test

* haversine dist is weird

* update test class names

* update changelog for 0.2.15

* update pyproject file

* add 3.11 to CI workflow

* use 3.8.1 as minimal Py version in CI

* drop 3.8 support !

* bump to 0.3.0 since dropped Python 3.8

* update lock
---
 .github/workflows/python-package.yml |   2 +-
 CHANGELOG.md                         |   4 +
 poetry.lock                          | 777 +++++++++++++--------------
 pyfuppes/avgbinmap.py                |  31 +-
 pyfuppes/geo.py                      |  36 +-
 pyproject.toml                       |   9 +-
 tests/test_avgbin.py                 |   2 +-
 tests/test_filters.py                |   2 +-
 tests/test_geo.py                    |  40 ++
 tests/test_interpolate.py            |   2 +-
 tests/test_timecorr.py               |   2 +-
 tests/test_v25.py                    |   2 +-
 12 files changed, 468 insertions(+), 441 deletions(-)
 create mode 100644 tests/test_geo.py

diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 812d58a..f06be0b 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11"]
 
     steps:
     - uses: actions/checkout@main
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2025884..be254f0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## v0.3.0 (2023-06-29)
+- Python 3.11 compatible versions of numba JIT-compiled functions
+- drop Python 3.8 support
+
 ## v0.2.14 (2023-04-17)
 - avgbinmap / mean_day_frac: bugfix corner case mean day fraction is almost zero but < 0
 - avgbinmap / add scipy based version of mean angle function
diff --git a/poetry.lock b/poetry.lock
index bac3d05..bc836c8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -11,6 +11,17 @@ files = [
     {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
 ]
 
+[[package]]
+name = "anyascii"
+version = "0.3.2"
+description = "Unicode to ASCII transliteration"
+optional = false
+python-versions = ">=3.3"
+files = [
+    {file = "anyascii-0.3.2-py3-none-any.whl", hash = "sha256:3b3beef6fc43d9036d3b0529050b0c48bfad8bc960e9e562d7223cfb94fe45d4"},
+    {file = "anyascii-0.3.2.tar.gz", hash = "sha256:9d5d32ef844fe225b8bc7cba7f950534fae4da27a9bf3a6bea2cb0ea46ce4730"},
+]
+
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -36,7 +47,10 @@ files = [
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
+wrapt = [
+    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
+    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+]
 
 [[package]]
 name = "asttokens"
@@ -84,9 +98,6 @@ files = [
     {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
 ]
 
-[package.dependencies]
-pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -397,77 +408,61 @@ typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "contourpy"
-version = "1.0.7"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 numpy = ">=1.16"
 
 [package.extras]
-bokeh = ["bokeh", "chromedriver", "selenium"]
+bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh]", "docutils-stubs", "mypy (==0.991)", "types-Pillow"]
-test = ["Pillow", "matplotlib", "pytest"]
-test-no-images = ["pytest"]
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+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "cycler"
@@ -589,13 +584,45 @@ pyflakes = ">=3.0.0,<3.1.0"
 
 [[package]]
 name = "fonttools"
-version = "4.39.4"
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 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -743,13 +770,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.6.0"
+version = "6.7.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -758,7 +785,7 @@ 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"
@@ -791,13 +818,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.23.1"
+version = "6.23.3"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -824,13 +851,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.12.2"
+version = "8.14.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -910,8 +937,6 @@ files = [
 
 [package.dependencies]
 attrs = ">=17.4.0"
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
 
 [package.extras]
@@ -947,13 +972,13 @@ testing = ["coverage", "ipykernel", "jupytext", "matplotlib", "nbdime", "nbforma
 
 [[package]]
 name = "jupyter-client"
-version = "8.2.0"
+version = "8.3.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -970,13 +995,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.3.0"
+version = "5.3.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1112,39 +1137,35 @@ files = [
 
 [[package]]
 name = "llvmlite"
-version = "0.39.1"
+version = "0.40.1"
 description = "lightweight wrapper around basic LLVM functionality"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
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 [package.extras]
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 [package.extras]
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-
 [[package]]
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 version = "1.16.0"
@@ -2440,24 +2429,24 @@ test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
 
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 astroid = ">=2.7"
 Jinja2 = "*"
 PyYAML = "*"
 sphinx = ">=5.2.0"
-unidecode = "*"
 
 [package.extras]
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+docs = ["furo", "sphinx", "sphinx-design"]
 dotnet = ["sphinxcontrib-dotnetdomain"]
 go = ["sphinxcontrib-golangdomain"]
 
@@ -2585,52 +2574,52 @@ test = ["pytest"]
 
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+    {file = "SQLAlchemy-2.0.17-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28da17059ecde53e2d10ba813d38db942b9f6344360b2958b25872d5cb729d35"},
+    {file = "SQLAlchemy-2.0.17-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:48b40dc2895841ea89d89df9eb3ac69e2950a659db20a369acf4259f68e6dc1f"},
+    {file = "SQLAlchemy-2.0.17-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:7f31d4e7ca1dd8ca5a27fd5eaa0f9e2732fe769ff7dd35bf7bba179597e4df07"},
+    {file = "SQLAlchemy-2.0.17-cp37-cp37m-win32.whl", hash = "sha256:7830e01b02d440c27f2a5be68296e74ccb55e6a5b5962ffafd360b98930b2e5e"},
+    {file = "SQLAlchemy-2.0.17-cp37-cp37m-win_amd64.whl", hash = "sha256:234678ed6576531b8e4be255b980f20368bf07241a2e67b84e6b0fe679edb9c4"},
+    {file = "SQLAlchemy-2.0.17-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2c6ff5767d954f6091113fedcaaf49cdec2197ae4c5301fe83d5ae4393c82f33"},
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+    {file = "SQLAlchemy-2.0.17-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b114a16bc03dfe20b625062e456affd7b9938286e05a3f904a025b9aacc29dd4"},
+    {file = "SQLAlchemy-2.0.17-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:cf175d26f6787cce30fe6c04303ca0aeeb0ad40eeb22e3391f24b32ec432a1e1"},
+    {file = "SQLAlchemy-2.0.17-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:e2d5c3596254cf1a96474b98e7ce20041c74c008b0f101c1cb4f8261cb77c6d3"},
+    {file = "SQLAlchemy-2.0.17-cp38-cp38-win32.whl", hash = "sha256:513411d73503a6fc5804f01fae3b3d44f267c1b3a06cfeac02e9286a7330e857"},
+    {file = "SQLAlchemy-2.0.17-cp38-cp38-win_amd64.whl", hash = "sha256:40a3dc52b2b16f08b5c16b9ee7646329e4b3411e9280e5e8d57b19eaa51cbef4"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e3189432db2f5753b4fde1aa90a61c69976f4e7e31d1cf4611bfe3514ed07478"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6150560fcffc6aee5ec9a97419ac768c7a9f56baf7a7eb59cb4b1b6a4d463ad9"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:910d45bf3673f0e4ef13858674bd23cfdafdc8368b45b948bf511797dbbb401d"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d0aeb3afaa19f187a70fa592fbe3c20a056b57662691fd3abf60f016aa5c1848"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:36a87e26fe8fa8c466fae461a8fcb780d0a1cbf8206900759fc6fe874475a3ce"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:e3a6b2788f193756076061626679c5c5a6d600ddf8324f986bc72004c3e9d92e"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-win32.whl", hash = "sha256:af7e2ba75bf84b64adb331918188dda634689a2abb151bc1a583e488363fd2f8"},
+    {file = "SQLAlchemy-2.0.17-cp39-cp39-win_amd64.whl", hash = "sha256:394ac3adf3676fad76d4b8fcecddf747627f17f0738dc94bac15f303d05b03d4"},
+    {file = "SQLAlchemy-2.0.17-py3-none-any.whl", hash = "sha256:cc9c2630c423ac4973492821b2969f5fe99d9736f3025da670095668fbfcd4d5"},
+    {file = "SQLAlchemy-2.0.17.tar.gz", hash = "sha256:e186e9e95fb5d993b075c33fe4f38a22105f7ce11cecb5c17b5618181e356702"},
 ]
 
 [package.dependencies]
@@ -2657,6 +2646,7 @@ postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
 postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
@@ -2741,13 +2731,13 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
+version = "4.7.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typing_extensions-4.6.3-py3-none-any.whl", hash = "sha256:88a4153d8505aabbb4e13aacb7c486c2b4a33ca3b3f807914a9b4c844c471c26"},
-    {file = "typing_extensions-4.6.3.tar.gz", hash = "sha256:d91d5919357fe7f681a9f2b5b4cb2a5f1ef0a1e9f59c4d8ff0d3491e05c0ffd5"},
+    {file = "typing_extensions-4.7.0-py3-none-any.whl", hash = "sha256:5d8c9dac95c27d20df12fb1d97b9793ab8b2af8a3a525e68c80e21060c161771"},
+    {file = "typing_extensions-4.7.0.tar.gz", hash = "sha256:935ccf31549830cda708b42289d44b6f74084d616a00be651601a4f968e77c82"},
 ]
 
 [[package]]
@@ -2761,17 +2751,6 @@ files = [
     {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
 ]
 
-[[package]]
-name = "unidecode"
-version = "1.3.6"
-description = "ASCII transliterations of Unicode text"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "Unidecode-1.3.6-py3-none-any.whl", hash = "sha256:547d7c479e4f377b430dd91ac1275d593308dce0fc464fb2ab7d41f82ec653be"},
-    {file = "Unidecode-1.3.6.tar.gz", hash = "sha256:fed09cf0be8cf415b391642c2a5addfc72194407caee4f98719e40ec2a72b830"},
-]
-
 [[package]]
 name = "urllib3"
 version = "2.0.3"
@@ -2886,25 +2865,25 @@ files = [
 
 [[package]]
 name = "xarray"
-version = "2023.1.0"
+version = "2023.6.0"
 description = "N-D labeled arrays and datasets in Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "xarray-2023.1.0-py3-none-any.whl", hash = "sha256:7e530b1deafdd43e5c2b577d0944e6b528fbe88045fd849e49a8d11871ecd522"},
-    {file = "xarray-2023.1.0.tar.gz", hash = "sha256:7bee552751ff1b29dab8b7715726e5ecb56691ac54593cf4881dff41978ce0cd"},
+    {file = "xarray-2023.6.0-py3-none-any.whl", hash = "sha256:bdd4c45511ab4e84f4249ea1030336db59b750968f25369d8e132d6d7ead7cc9"},
+    {file = "xarray-2023.6.0.tar.gz", hash = "sha256:267a231ee4efc0341ebbffc6d4ec60e4a66e4849c16e0305c03fcefeca77698c"},
 ]
 
 [package.dependencies]
-numpy = ">=1.20"
+numpy = ">=1.21"
 packaging = ">=21.3"
-pandas = ">=1.3"
+pandas = ">=1.4"
 
 [package.extras]
 accel = ["bottleneck", "flox", "numbagg", "scipy"]
-complete = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scipy", "seaborn", "zarr"]
-docs = ["bottleneck", "cfgrib", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "rasterio", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
-io = ["cfgrib", "cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "rasterio", "scipy", "zarr"]
+complete = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scipy", "seaborn", "zarr"]
+docs = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
 parallel = ["dask[complete]"]
 viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
@@ -2925,5 +2904,5 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">= 3.8.1, < 3.11"
-content-hash = "7343f62f02adc8ec07683a15ed43fadefe0ac7bf63861371fe01593ffc073221"
+python-versions = ">= 3.9, < 3.12"
+content-hash = "f44e65df0cc8c2dbb10c4476ec886d70adcc6496bb9dd5eb3a91fc20ac2c3cd9"
diff --git a/pyfuppes/avgbinmap.py b/pyfuppes/avgbinmap.py
index 79000c8..39d0edb 100644
--- a/pyfuppes/avgbinmap.py
+++ b/pyfuppes/avgbinmap.py
@@ -4,6 +4,7 @@
 from cmath import phase, rect
 from copy import deepcopy
 from math import degrees, radians
+from math import cos, sin, atan2, pi
 
 import numpy as np
 import pandas as pd
@@ -47,23 +48,29 @@ def mean_angle(deg):
 
 
 @njit
-def mean_angle_numba(deg):
+def mean_angle_numba(angles):
     """
-    Numba-compatible version of mean_angle().
+    mean_angle(), numba-JIT compiled.
 
     - input must be numpy array of type float!
+
+    C version: https://rosettacode.org/wiki/Averages/Mean_angle
     """
-    deg = deg[np.isfinite(deg)]
-    if len(deg) == 0:
+    angles = angles[np.isfinite(angles)]
+    if len(angles) == 0:
         return np.nan
-    elif len(deg) == 1:
-        return deg[0]
+    elif len(angles) == 1:
+        return angles[0]
+
+    size = len(angles)
+    y_part = 0.0
+    x_part = 0.0
 
-    result = 0
-    for d in deg:
-        result += rect(1, radians(d))
+    for i in range(size):
+        x_part += cos(angles[i] * pi / 180)
+        y_part += sin(angles[i] * pi / 180)
 
-    return degrees(phase(result / len(deg)))
+    return atan2(y_part / size, x_part / size) * 180 / pi
 
 
 ###############################################################################
@@ -194,7 +201,7 @@ def bin_t_10s(t, force_t_range=True, drop_empty=True):
 
 @njit
 def get_npnanmean(v):
-    """Njit'ed nan-mean."""
+    """nan-mean, numba-JIT compiled."""
     return np.nanmean(v)
 
 
@@ -579,7 +586,7 @@ def calc_shift(
     _tol: float = 1e-9,
 ) -> np.ndarray:
     """
-    Calculate shift values that, when added to arr, put the values of arr on a regular grid.
+    Calculate shift-values that, when added to arr, put the values of arr on a regular grid. Code gets numba-JIT compiled.
 
     Parameters
     ----------
diff --git a/pyfuppes/geo.py b/pyfuppes/geo.py
index 310eacd..7795bf6 100644
--- a/pyfuppes/geo.py
+++ b/pyfuppes/geo.py
@@ -1,8 +1,8 @@
 # -*- coding: utf-8 -*-
 """Geospatial helpers, such as Haversine distance or solar zenith angle."""
 
-import math
 from datetime import datetime
+from math import cos, sin, acos, asin, radians, sqrt, degrees, floor
 
 from geopy import distance
 from numba import njit
@@ -13,25 +13,23 @@
 
 @njit
 def haversine_dist(lat, lon):
-    """Calculate Haversine distance along lat/lon coordinates."""
+    """Calculate Haversine distance along lat/lon coordinates in km. Code gets numba-JIT compiled."""
     assert lat.shape[0] == lon.shape[0], "lat/lon must be of same length."
-    R = 6373  # approximate radius of earth in km
+    R = 6372.8  # approximate radius of earth in km
     dist = 0
 
-    lat1 = math.radians(lat[0])
-    lon1 = math.radians(lon[0])
+    lat1, lon1 = lat[0], lon[0]
     for j in range(1, lat.shape[0]):
-        lat0, lat1 = lat1, math.radians(lat[j])
-        lon0, lon1 = lon1, math.radians(lon[j])
+        lat0, lat1 = lat1, lat[j]
+        lon0, lon1 = lon1, lon[j]
 
-        dlon = lon1 - lon0
-        dlat = lat1 - lat0
+        dLat = radians(lat1 - lat0)
+        dLon = radians(lon1 - lon0)
+        lat0 = radians(lat0)
+        lat1 = radians(lat1)
 
-        a = (
-            math.sin(dlat / 2) ** 2
-            + math.cos(lat0) * math.cos(lat1) * math.sin(dlon / 2) ** 2
-        )
-        c = 2 * math.atan2(math.sqrt(a), math.sqrt(1 - a))
+        a = sin(dLat / 2) ** 2 + cos(lat0) * cos(lat1) * sin(dLon / 2) ** 2
+        c = 2 * asin(sqrt(a))
 
         dist += R * c
 
@@ -79,13 +77,13 @@ def sza(UTC=datetime.utcnow(), latitude=52.37, longitude=9.72):
 
     # define trigonometry with degrees
     def cos2(x):
-        return math.cos(math.radians(x))
+        return cos(radians(x))
 
     def sin2(x):
-        return math.sin(math.radians(x))
+        return sin(radians(x))
 
     def acos2(x):
-        return math.degrees(math.acos(x))
+        return degrees(acos(x))
 
     # parameter
     day_of_year = UTC.timetuple().tm_yday
@@ -132,7 +130,7 @@ def get_EoT(date_ts):
     use for: calculation of local solar time
     """
     B = (360 / 365) * (date_ts.timetuple().tm_yday - 81)
-    return 9.87 * math.sin(2 * B) - 7.53 * math.cos(B) - 1.5 * math.sin(B)
+    return 9.87 * sin(2 * B) - 7.53 * cos(B) - 1.5 * sin(B)
 
 
 ###############################################################################
@@ -155,5 +153,5 @@ def get_LSTdayFrac(longitude, tz_offset, EoT, days_delta, time_delta):
     t_corr = (4 * (longitude - LSTM) + EoT) / 60 / 24  # [d]
     LST_frac = (time_delta + tz_offset / 24 - days_delta) + t_corr
     if LST_frac > 1:
-        LST_frac -= math.floor(LST_frac)
+        LST_frac -= floor(LST_frac)
     return LST_frac
diff --git a/pyproject.toml b/pyproject.toml
index 07a0dac..8dbc16a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,13 @@
 [tool.poetry]
 name = "pyfuppes"
-version = "0.2.14"
+version = "0.3.0"
 description = "A collection of tools in Python"
 authors = ["Florian Obersteiner <f.obersteiner@kit.edu>"]
 license = "MIT"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">= 3.8.1, < 3.11" # indirect; numba ...
+python = ">= 3.9, < 3.12"
 geopy = ">= 2.0"
 matplotlib = ">= 3.0"
 pandas = ">= 1.0"
@@ -18,9 +18,8 @@ scipy = ">= 1.1"
 netcdf4 = ">= 1.6"
 xarray = ">= 2022, >=2023"
 tomli = ">= 2.0.1"
-numba = "^0.56.4"                # no python 3.11 support as of 2023-02-10
-numpy = "<1.24, >=1.18"          # required by numba 0.56.4
-llvmlite = "<0.40, >=0.39.0dev0" # required by numba 0.56.4
+numba = ">= 0.56.4"
+numpy = ">= 1.18"
 
 [tool.poetry.dev-dependencies]
 pytest = ">=7.0"
diff --git a/tests/test_avgbin.py b/tests/test_avgbin.py
index d24ece1..1813034 100644
--- a/tests/test_avgbin.py
+++ b/tests/test_avgbin.py
@@ -7,7 +7,7 @@
 from pyfuppes import avgbinmap
 
 
-class TestTimeconv(unittest.TestCase):
+class TestAvgbinmap(unittest.TestCase):
     @classmethod
     def setUpClass(cls):
         # to run before all tests
diff --git a/tests/test_filters.py b/tests/test_filters.py
index ac178a8..702f9eb 100644
--- a/tests/test_filters.py
+++ b/tests/test_filters.py
@@ -7,7 +7,7 @@
 from pyfuppes import filters
 
 
-class TestTimeconv(unittest.TestCase):
+class TestFilters(unittest.TestCase):
     @classmethod
     def setUpClass(cls):
         # to run before all tests
diff --git a/tests/test_geo.py b/tests/test_geo.py
new file mode 100644
index 0000000..3556902
--- /dev/null
+++ b/tests/test_geo.py
@@ -0,0 +1,40 @@
+# -*- coding: utf-8 -*-
+
+import unittest
+
+import numpy as np
+
+from pyfuppes import geo
+
+
+class TestGeo(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        # to run before all tests
+        print("\ntesting pyfuppes.avgbin...")
+
+    @classmethod
+    def tearDownClass(cls):
+        # to run after all tests
+        pass
+
+    def setUp(self):
+        # to run before each test
+        pass
+
+    def tearDown(self):
+        # to run after each test
+        pass
+
+    def test_haversine_dist(self):
+        dist = 2887
+        tol_decimalplaces = 0
+        self.assertAlmostEqual(
+            geo.haversine_dist(np.array((36.12, 33.94)), np.array((-86.67, -118.40))),
+            dist,
+            tol_decimalplaces,
+        )
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tests/test_interpolate.py b/tests/test_interpolate.py
index 820657f..dcd76af 100644
--- a/tests/test_interpolate.py
+++ b/tests/test_interpolate.py
@@ -8,7 +8,7 @@
 from pyfuppes import interpolate
 
 
-class TestCfg(unittest.TestCase):
+class TestInterpolate(unittest.TestCase):
     @classmethod
     def setUpClass(cls):
         pass
diff --git a/tests/test_timecorr.py b/tests/test_timecorr.py
index e7e27c7..0bfffc4 100644
--- a/tests/test_timecorr.py
+++ b/tests/test_timecorr.py
@@ -17,7 +17,7 @@ def _make_df(dt_list):
     )
 
 
-class TestTimeconv(unittest.TestCase):
+class TestTimecorr(unittest.TestCase):
     @classmethod
     def setUpClass(cls):
         # to run before all tests
diff --git a/tests/test_v25.py b/tests/test_v25.py
index 4e20cfb..5592459 100644
--- a/tests/test_v25.py
+++ b/tests/test_v25.py
@@ -15,7 +15,7 @@
 src, dst = wd / "test_input", wd / "test_output"
 
 
-class TestTimeconv(unittest.TestCase):
+class TestV25tools(unittest.TestCase):
     @classmethod
     def setUpClass(cls):
         # to run before all tests