Dtypes is deprecated/removed in polars 0.20.31

examples/tutorial.ipynb

@@ -96,7 +96,7 @@
     "df = pl.read_csv(\n",
     "    source=titanic_path,\n",
     "    try_parse_dates=True,\n",
-    "    dtypes={\"Sex\": pl.Categorical, \"Embarked\": pl.Categorical},\n",
+    "    schema_overrides={\"Sex\": pl.Categorical, \"Embarked\": pl.Categorical},\n",
     ")\n",
     "df.head()"
    ]

metasyncontrib/disclosure/base.py

@@ -25,7 +25,7 @@ class DisclosureConstantMixin(BaseDistribution):
     """Mixin class to overload fit method for constant distributions."""
 
     @classmethod
-    def fit(cls, series, *args, partition_size: int = 11, **kwargs) -> BaseDistribution:
+    def fit(cls, series, *args, partition_size: int = 11, **kwargs) -> BaseDistribution:  #pylint: disable=unused-argument
         """Fit constant distributions with disclosure control rules in place."""
         # NB: dominance rule ensures that constant distribution is essentially never
         # allowed under formal disclosure control. Always return default distribution.

metasyncontrib/disclosure/utils.py

@@ -6,7 +6,11 @@
 
 import numpy as np
 import polars as pl
-from numpy.core._exceptions import UFuncTypeError
+
+try:
+    from numpy.core._exceptions import UFuncTypeError  # type: ignore
+except ImportError:
+    from numpy._core._exceptions import UFuncTypeError  # type: ignore
 
 
 def _compute_dominance(block_values, reverse=False):