Merge branch 'python3.11' into 'develop'

python 3.11 compat

See merge request !692

.github/workflows/main.yml

@@ -29,7 +29,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ["windows-latest", "ubuntu-latest", "macos-latest"]
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
     defaults:
       run:
         # somehow this also works for windows O.o ??

.gitlab-ci.yml

@@ -110,16 +110,16 @@ python310:
     reports:
       junit: report.xml
 
-# python311:
-#   stage: test
-#   image: python:3.11
-#   script:
-#     - pytest tests -Werror --junitxml=report.xml
-#     - python -m saqc --config docs/resources/data/config.csv --data docs/resources/data/data.csv --outfile /tmp/test.csv
-#   artifacts:
-#     when: always
-#     reports:
-#       junit: report.xml
+python311:
+  stage: test
+  image: python:3.11
+  script:
+    - pytest tests -Werror --junitxml=report.xml
+    - python -m saqc --config docs/resources/data/config.csv --data docs/resources/data/data.csv --outfile /tmp/test.csv
+  artifacts:
+    when: always
+    reports:
+      junit: report.xml
 
 doctest:
   stage: test

requirements.txt

@@ -6,8 +6,8 @@ Click==8.1.3
 docstring_parser==0.15
 dtw==1.4.0
 matplotlib==3.7.1
-numba==0.56.4
-numpy==1.23.5
+numba==0.57.0
+numpy==1.24.3
 outlier-utils==0.0.3
 pyarrow==11.0.0
 pandas==2.0.1

saqc/lib/ts_operators.py

@@ -551,7 +551,7 @@ def _coeffMat(x, deg):
     return mat_
 
 
-@nb.jit
+@nb.jit(nopython=True)
 def _fitX(a, b):
     # helper function to construct numba-compatible polynomial fit function
     # linalg solves ax = b
@@ -559,7 +559,7 @@ def _fitX(a, b):
     return det_
 
 
-@nb.jit
+@nb.jit(nopython=True)
 def _fitPoly(x, y, deg):
     # a numba compatible polynomial fit function
     a = _coeffMat(x, deg)
@@ -568,7 +568,7 @@ def _fitPoly(x, y, deg):
     return p[::-1]
 
 
-@nb.jit
+@nb.jit(nopython=True)
 def evalPolynomial(P, x):
     # a numba compatible polynomial evaluator
     result = 0