JP-3768: Move outlier detection median computers to stcal (#292)

* fix ruff style checks for median

* added type hints to median.py

* ported over unit tests

* added test for MedianComputer

* missed some ruff checks

* changelog, fix oldestdeps, fix mypy problem

* fixes after comments from @kmacdonald-stsci and @braingram

* changes per review from @braingram

* forgot to change private methods in test

* replace tmpdir with tmp_path

* upgrade cleanup warnings to errors in pyproject.toml

* put automodapi in docs, small doc style updates

* undo removal of comment about unraisableexception

* missed one docstring improvement

* Update src/stcal/outlier_detection/median.py

Co-authored-by: Brett Graham <[email protected]>

---------

Co-authored-by: Brett Graham <[email protected]>

changes/292.apichange.rst

@@ -0,0 +1 @@
+Add `outlier_detection` median calculators from jwst.

docs/stcal/outlier_detection/index.rst

@@ -9,4 +9,5 @@ Outlier Detection Utils
 
    description.rst
 
+.. automodapi:: stcal.outlier_detection.median
 .. automodapi:: stcal.outlier_detection.utils

pyproject.toml

@@ -101,6 +101,11 @@ norecursedirs = [
 ]
 filterwarnings = [
     "error::ResourceWarning",
+    # Files left open by tests can trigger ResourceWarnings during test
+    # teardown which otherwise would be converted back into a warning
+    # by pytest. Turn these PytestUnraisableExceptionWarnings back
+    # into errors
+    "error::pytest.PytestUnraisableExceptionWarning",
 ]
 markers = [
     "soctests",
@@ -166,6 +171,8 @@ ignore = [
     "PLR0913", # Too many arguments
     "PLR0915", # Too many statements
     "PLR2004", # Magic value used in comparison
+    "ANN101", # Missing type annotation for self in method
+    "ANN102", # Missing type annotation for cls in classmethod
 
     # Pydocstyle (to fix over time
     "D100", # Undocumented public module