From 1319c2118670e27db5862ced8745a749d840196a Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Apr 2026 14:21:37 +0000
Subject: [PATCH 1/4] MNT Update type hints to modern Python syntax

Agent-Logs-Url: https://github.com/skops-dev/skops/sessions/6f0f4f08-6cde-47f1-81e0-33fd192d422e

Co-authored-by: adrinjalali <1663864+adrinjalali@users.noreply.github.com>
---
 skops/card/_markup.py        |  4 ++--
 skops/card/_model_card.py    | 14 +++++++-------
 skops/cli/_convert.py        |  4 +---
 skops/io/_audit.py           | 19 +++++++++----------
 skops/io/_general.py         | 34 +++++++++++++++++-----------------
 skops/io/_numpy.py           | 12 ++++++------
 skops/io/_persist.py         |  6 +++---
 skops/io/_quantile_forest.py |  4 ++--
 skops/io/_scipy.py           |  4 ++--
 skops/io/_sklearn.py         | 10 +++++-----
 skops/io/_visualize.py       |  4 ++--
 skops/io/old/_general_v0.py  |  4 ++--
 skops/io/old/_numpy_v0.py    |  4 ++--
 skops/io/old/_numpy_v1.py    |  4 ++--
 14 files changed, 62 insertions(+), 65 deletions(-)

diff --git a/skops/card/_markup.py b/skops/card/_markup.py
index 2e42a25c..39df0340 100644
--- a/skops/card/_markup.py
+++ b/skops/card/_markup.py
@@ -5,7 +5,7 @@
 import sys
 from collections.abc import Mapping
 from contextlib import contextmanager
-from typing import Any, Sequence
+from typing import Any
 
 from skops.card._model_card import TableSection
 
@@ -258,7 +258,7 @@ def _table(self, item) -> str:
             # pandoc < 2.5
             columns, body = self._table_old(item)
 
-        table: Mapping[str, Sequence[Any]]
+        table: Mapping[str, list[Any]]
         if not body:
             table = {key: [] for key in columns}
         else:
diff --git a/skops/card/_model_card.py b/skops/card/_model_card.py
index b064c54b..16378818 100644
--- a/skops/card/_model_card.py
+++ b/skops/card/_model_card.py
@@ -11,7 +11,7 @@
 from hashlib import sha256
 from pathlib import Path
 from reprlib import Repr
-from typing import Any, Iterator, List, Literal, Optional, Sequence
+from typing import Any, Iterator, Literal
 
 import joblib
 from prettytable import PrettyTable, TableStyle
@@ -178,7 +178,7 @@ def __repr__(self) -> str:
 class TableSection(Section):
     """Adds a table to the model card"""
 
-    table: Mapping[str, Sequence[Any]] = field(default_factory=dict)
+    table: Mapping[str, list[Any]] = field(default_factory=dict)
     folded: bool = False
 
     def __post_init__(self) -> None:
@@ -228,7 +228,7 @@ def __repr__(self) -> str:
 
 
 def _load_model(
-    model: Any, trusted: Optional[Sequence[str]] = None, allow_pickle: bool = False
+    model: Any, trusted: list[str] | None = None, allow_pickle: bool = False
 ) -> Any:
     """Return a model instance.
 
@@ -403,7 +403,7 @@ def __init__(
         model_format: Literal["pickle", "skops"] | None = None,
         model_diagram: bool | Literal["auto"] | str = "auto",
         template: Literal["skops"] | dict[str, str] | None = "skops",
-        trusted: Optional[List[str]] = None,
+        trusted: list[str] | None = None,
         allow_pickle: bool = False,
     ) -> None:
         self.model = model
@@ -535,7 +535,7 @@ def add(self, folded: bool = False, **kwargs: str) -> Self:
         return self
 
     def _select(
-        self, subsection_names: Sequence[str], create: bool = True
+        self, subsection_names: list[str], create: bool = True
     ) -> dict[str, Section]:
         """Select a single section from the data.
 
@@ -629,7 +629,7 @@ def select(self, key: str) -> Section:
         parent_section = self._select(subsection_names, create=False)
         return parent_section[leaf_node_name]
 
-    def delete(self, key: str | Sequence[str]) -> None:
+    def delete(self, key: str | list[str]) -> None:
         """Delete a section from the model card.
 
         To delete a subsection of an existing section, use a ``"/"`` in the
@@ -1002,7 +1002,7 @@ def add_metrics(
     def add_permutation_importances(
         self,
         permutation_importances,
-        columns: Sequence[str],
+        columns: list[str],
         plot_file: str | Path = "permutation_importances.png",
         plot_name: str = "Permutation Importances",
         overwrite: bool = False,
diff --git a/skops/cli/_convert.py b/skops/cli/_convert.py
index 7d630c15..d15f6d26 100644
--- a/skops/cli/_convert.py
+++ b/skops/cli/_convert.py
@@ -5,8 +5,6 @@
 import os
 import pathlib
 import pickle
-from typing import Optional
-
 from skops.cli._utils import get_log_level
 from skops.io import dumps, get_untrusted_types
 
@@ -59,7 +57,7 @@ def _convert_file(
 
 
 def format_parser(
-    parser: Optional[argparse.ArgumentParser] = None,
+    parser: argparse.ArgumentParser | None = None,
 ) -> argparse.ArgumentParser:
     """Adds arguments and help to parent CLI parser for the convert method."""
 
diff --git a/skops/io/_audit.py b/skops/io/_audit.py
index d9e7a03b..435eb2be 100644
--- a/skops/io/_audit.py
+++ b/skops/io/_audit.py
@@ -2,19 +2,19 @@
 
 import io
 from contextlib import contextmanager
-from typing import Any, Dict, Generator, Iterable, List, Optional, Sequence, Type, Union
+from typing import Any, Generator, Iterable, Type, Union
 
 from ._protocol import PROTOCOL
 from ._utils import LoadContext, get_module, get_type_paths
 from .exceptions import UntrustedTypesFoundException
 
 NODE_TYPE_MAPPING: dict[tuple[str, int], Type[Node]] = {}
-VALID_NODE_CHILD_TYPES = Optional[
-    Union["Node", List["Node"], Dict[str, "Node"], Type, str, io.BytesIO]
+VALID_NODE_CHILD_TYPES = Union[
+    "Node", list["Node"], dict[str, "Node"], Type, str, io.BytesIO, None
 ]
 
 
-def check_type(module_name: str, type_name: str, trusted: Sequence[str]) -> bool:
+def check_type(module_name: str, type_name: str, trusted: list[str]) -> bool:
     """Check if a type is safe to load.
 
     A type is safe to load only if it's present in the trusted list.
@@ -135,8 +135,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
-        memoize: bool = True,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         self.class_name, self.module_name = state["__class__"], state["__module__"]
         self._is_safe = None
@@ -173,8 +172,8 @@ def _construct(self):
 
     @staticmethod
     def _get_trusted(
-        trusted: Optional[Sequence[Union[str, Type]]],
-        default: Sequence[Union[str, Type]],
+        trusted: list[str | Type] | None,
+        default: list[str | Type],
     ) -> list[str]:
         """Return a trusted list, or True.
 
@@ -279,7 +278,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[List[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ):
         # we pass memoize as False because we don't want to memoize the cached
         # node.
@@ -303,7 +302,7 @@ def _construct(self):
 def get_tree(
     state: dict[str, Any],
     load_context: LoadContext,
-    trusted: Optional[Sequence[str]],
+    trusted: list[str | type[Any]] | None,
 ) -> Node:
     """Get the tree of nodes.
 
diff --git a/skops/io/_general.py b/skops/io/_general.py
index a8715a71..4ee7e925 100644
--- a/skops/io/_general.py
+++ b/skops/io/_general.py
@@ -8,7 +8,7 @@
 from functools import partial
 from reprlib import Repr
 from types import FunctionType, MethodType
-from typing import Any, Optional, Sequence
+from typing import Any
 
 import numpy as np
 
@@ -62,7 +62,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [dict, "collections.OrderedDict"])
@@ -102,7 +102,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = ["collections.defaultdict"]
@@ -138,7 +138,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [list])
@@ -170,7 +170,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [set])
@@ -202,7 +202,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [tuple])
@@ -249,7 +249,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?
@@ -293,7 +293,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: should we trust anything?
@@ -334,7 +334,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?
@@ -369,7 +369,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [slice])
@@ -449,7 +449,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {
@@ -467,7 +467,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
 
@@ -528,7 +528,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         obj = get_tree(state["content"]["obj"], load_context, trusted=trusted)
@@ -572,7 +572,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.content = state["content"]
@@ -625,7 +625,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [bytes])
@@ -646,7 +646,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [bytearray])
@@ -676,7 +676,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         if self.module_name != "operator":
diff --git a/skops/io/_numpy.py b/skops/io/_numpy.py
index f87c8d99..39ec8dcb 100644
--- a/skops/io/_numpy.py
+++ b/skops/io/_numpy.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import io
-from typing import Any, Optional, Sequence
+from typing import Any
 
 import numpy as np
 
@@ -61,7 +61,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.type = state["type"]
@@ -128,7 +128,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [np.ma.MaskedArray])
@@ -159,7 +159,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO
@@ -191,7 +191,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {
@@ -242,7 +242,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {
diff --git a/skops/io/_persist.py b/skops/io/_persist.py
index 6dd00e2f..a7e0dc06 100644
--- a/skops/io/_persist.py
+++ b/skops/io/_persist.py
@@ -4,7 +4,7 @@
 import io
 import json
 from pathlib import Path
-from typing import Any, BinaryIO, Optional, Sequence
+from typing import Any, BinaryIO
 from zipfile import ZIP_STORED, ZipFile
 
 import skops
@@ -113,7 +113,7 @@ def dumps(
     return buffer.getbuffer().tobytes()
 
 
-def load(file: str | Path, trusted: Optional[Sequence[str]] = None) -> Any:
+def load(file: str | Path, trusted: list[str | type[Any]] | None = None) -> Any:
     """Load an object saved with the skops persistence format.
 
     Skops aims at providing a secure persistence feature that does not rely on
@@ -154,7 +154,7 @@ def load(file: str | Path, trusted: Optional[Sequence[str]] = None) -> Any:
     return instance
 
 
-def loads(data: bytes, trusted: Optional[Sequence[str]] = None) -> Any:
+def loads(data: bytes, trusted: list[str | type[Any]] | None = None) -> Any:
     """Load an object saved with the skops persistence format from a bytes
     object.
 
diff --git a/skops/io/_quantile_forest.py b/skops/io/_quantile_forest.py
index d19e7924..3d512480 100644
--- a/skops/io/_quantile_forest.py
+++ b/skops/io/_quantile_forest.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Optional, Sequence
+from typing import Any
 
 from ._protocol import PROTOCOL
 from ._sklearn import ReduceNode, reduce_get_state
@@ -29,7 +29,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         if QuantileForest is None:
             raise ImportError(
diff --git a/skops/io/_scipy.py b/skops/io/_scipy.py
index e482a1af..3c85494b 100644
--- a/skops/io/_scipy.py
+++ b/skops/io/_scipy.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import io
-from typing import Any, Optional, Sequence
+from typing import Any
 
 from scipy.sparse import load_npz, save_npz, spmatrix
 
@@ -38,7 +38,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.type = state["type"]
diff --git a/skops/io/_sklearn.py b/skops/io/_sklearn.py
index 292899b1..2916b782 100644
--- a/skops/io/_sklearn.py
+++ b/skops/io/_sklearn.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Optional, Sequence
+from typing import Any
 
 from sklearn.cluster import Birch
 from sklearn.tree._tree import Tree
@@ -154,7 +154,7 @@ def __init__(
         state: dict[str, Any],
         load_context: LoadContext,
         constructor: tuple[str, str],
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         reduce = state["__reduce__"]
@@ -213,7 +213,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         self.trusted = self._get_trusted(trusted, [get_module(Tree) + ".Tree"])
         super().__init__(
@@ -251,7 +251,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         # TODO: make sure trusted here makes sense and used.
         self.trusted = self._get_trusted(
@@ -292,7 +292,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = [
diff --git a/skops/io/_visualize.py b/skops/io/_visualize.py
index 3c3c2c39..9ce3be53 100644
--- a/skops/io/_visualize.py
+++ b/skops/io/_visualize.py
@@ -4,7 +4,7 @@
 import json
 from dataclasses import dataclass
 from pathlib import Path
-from typing import Any, Callable, Iterator, Literal, Optional, Sequence
+from typing import Any, Callable, Iterator, Literal
 from zipfile import ZipFile
 
 from ._audit import VALID_NODE_CHILD_TYPES, Node, get_tree
@@ -310,7 +310,7 @@ def visualize(
     file: Path | str | bytes,
     *,
     show: Literal["all", "untrusted", "trusted"] = "all",
-    trusted: Optional[Sequence[str]] = None,
+    trusted: list[str] | None = None,
     sink: Callable[..., None] = pretty_print_tree,
     **kwargs: Any,
 ) -> None:
diff --git a/skops/io/old/_general_v0.py b/skops/io/old/_general_v0.py
index 4078227c..7408a4a4 100644
--- a/skops/io/old/_general_v0.py
+++ b/skops/io/old/_general_v0.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Optional, Sequence
+from typing import Any
 
 from skops.io._audit import Node
 from skops.io._trusted_types import SCIPY_UFUNC_TYPE_NAMES
@@ -14,7 +14,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str | type[Any]] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?
diff --git a/skops/io/old/_numpy_v0.py b/skops/io/old/_numpy_v0.py
index 356f67d2..7c78b1f7 100644
--- a/skops/io/old/_numpy_v0.py
+++ b/skops/io/old/_numpy_v0.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Optional, Sequence
+from typing import Any
 
 import numpy as np
 
@@ -15,7 +15,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {"bit_generator_state": state["content"]["bit_generator"]}
diff --git a/skops/io/old/_numpy_v1.py b/skops/io/old/_numpy_v1.py
index 7e4b2b3e..127f56d0 100644
--- a/skops/io/old/_numpy_v1.py
+++ b/skops/io/old/_numpy_v1.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Optional, Sequence
+from typing import Any
 
 import numpy as np
 
@@ -15,7 +15,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: Optional[Sequence[str]] = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {

From 0ad3c093dea6d81e587edbd9bc34b974bdaca318 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Apr 2026 14:40:30 +0000
Subject: [PATCH 2/4] Fix missing blank line between imports in _convert.py

Agent-Logs-Url: https://github.com/skops-dev/skops/sessions/b34daa0d-bc42-4654-b1c4-f2e0ee6d5d85

Co-authored-by: adrinjalali <1663864+adrinjalali@users.noreply.github.com>
---
 skops/cli/_convert.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/skops/cli/_convert.py b/skops/cli/_convert.py
index d15f6d26..b02bf5f3 100644
--- a/skops/cli/_convert.py
+++ b/skops/cli/_convert.py
@@ -5,6 +5,7 @@
 import os
 import pathlib
 import pickle
+
 from skops.cli._utils import get_log_level
 from skops.io import dumps, get_untrusted_types
 

From a1412182efcc2eb59b4c9059c449de2784181b52 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Apr 2026 15:40:46 +0000
Subject: [PATCH 3/4] Fix CI failures: restore memoize param, fix type
 annotations, update pixi.lock

Agent-Logs-Url: https://github.com/skops-dev/skops/sessions/563cf84e-e5a0-4b90-884c-d94804b31bb9

Co-authored-by: adrinjalali <1663864+adrinjalali@users.noreply.github.com>
---
 pixi.lock                   | 126 +++++++++++++++---------------------
 skops/card/_markup.py       |   4 +-
 skops/io/_audit.py          |  13 ++--
 skops/io/_general.py        |  32 ++++-----
 skops/io/_persist.py        |   4 +-
 skops/io/_scipy.py          |   2 +-
 skops/io/old/_general_v0.py |   2 +-
 7 files changed, 81 insertions(+), 102 deletions(-)

diff --git a/pixi.lock b/pixi.lock
index 2ecc36d1..a86da1a1 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -6,8 +6,6 @@ environments:
     indexes:
     - https://pypi.org/simple
     - https://pypi.anaconda.org/scientific-python-nightly-wheels/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -197,7 +195,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -316,7 +314,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -434,7 +432,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -582,14 +580,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn12:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -812,7 +808,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/02/c7/5613524e606ea1688b3bdbf48aa64bafb6d0a4ac3750274c43b6158a390f/prettytable-3.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/e4/3c/e3a93bfa7e8693c825df5ec02a40f7ff5f0950e02198b1e85da9315a8d47/xgboost-2.1.4-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -970,7 +966,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/02/c7/5613524e606ea1688b3bdbf48aa64bafb6d0a4ac3750274c43b6158a390f/prettytable-3.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/b6/fe/7a1d2342c2e93f22b41515e02b73504c7809247b16ae395bd2ee7ef11e19/xgboost-2.1.4-py3-none-macosx_10_15_x86_64.macosx_11_0_x86_64.macosx_12_0_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -1128,7 +1124,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/02/c7/5613524e606ea1688b3bdbf48aa64bafb6d0a4ac3750274c43b6158a390f/prettytable-3.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/f5/b6/653a70910739f127adffbefb688ebc22b51139292757de7c22b1e04ce792/xgboost-2.1.4-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/brotli-1.1.0-h2466b09_3.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/brotli-bin-1.1.0-h2466b09_3.conda
@@ -1301,14 +1297,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/02/c7/5613524e606ea1688b3bdbf48aa64bafb6d0a4ac3750274c43b6158a390f/prettytable-3.16.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/43/80/0b5a2dfcf5b4da27b0b68d2833f05d77e1a374d43db951fca200a1f12a52/xgboost-2.1.4-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn13:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -1533,7 +1527,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -1691,7 +1685,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -1849,7 +1843,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/backports.zstd-1.3.0-py310h458dff3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/brotli-1.2.0-h2d644bc_1.conda
@@ -2022,14 +2016,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn14:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -2249,7 +2241,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -2402,7 +2394,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -2555,7 +2547,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/backports.zstd-1.3.0-py311h71c1bcc_0.conda
@@ -2719,14 +2711,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn15:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -2920,7 +2910,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/backports.zstd-1.3.0-py312h6917036_0.conda
@@ -3041,7 +3031,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/backports.zstd-1.3.0-py312h44dc372_0.conda
@@ -3161,7 +3151,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/backports.zstd-1.3.0-py312h06d0912_0.conda
@@ -3310,14 +3300,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn16:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -3536,7 +3524,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -3690,7 +3678,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -3844,7 +3832,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/backports.zstd-1.3.0-py313h2a31948_0.conda
@@ -4009,14 +3997,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn17:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -4235,7 +4221,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -4389,7 +4375,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/adwaita-icon-theme-49.0-unix_0.conda
@@ -4543,7 +4529,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/backports.zstd-1.3.0-py313h2a31948_0.conda
@@ -4708,14 +4694,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   ci-sklearn18:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -4908,7 +4892,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -5030,7 +5014,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -5151,7 +5135,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/backports.zstd-1.3.0-py314h680f03e_0.conda
@@ -5301,15 +5285,13 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ee/8c/83087ebc47ab0396ce092363001fa37c17153119ee282700c0713a195853/prettytable-3.17.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   default:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
     - https://pypi.anaconda.org/scientific-python-nightly-wheels/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -5540,7 +5522,7 @@ environments:
       - pypi: https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/scipy/1.18.0.dev0/scipy-1.18.0.dev0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/79/98/679de17c2caa4fd3b0b4386ecf7377301702cb0afb22930a07c142fcb1d8/xgboost-3.2.0-py3-none-manylinux_2_28_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -5700,7 +5682,7 @@ environments:
       - pypi: https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/scipy/1.18.0.dev0/scipy-1.18.0.dev0-cp314-cp314-macosx_10_15_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/2d/49/6e4cdd877c24adf56cb3586bc96d93d4dcd780b5ea1efb32e1ee0de08bae/xgboost-3.2.0-py3-none-macosx_10_15_x86_64.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -5859,7 +5841,7 @@ environments:
       - pypi: https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/scipy/1.18.0.dev0/scipy-1.18.0.dev0-cp314-cp314-macosx_12_0_arm64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/93/f1/c09ef1add609453aa3ba5bafcd0d1c1a805c1263c0b60138ec968f8ec296/xgboost-3.2.0-py3-none-macosx_12_0_arm64.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -6046,14 +6028,12 @@ environments:
       - pypi: https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/scipy/1.18.0.dev0/scipy-1.18.0.dev0-cp314-cp314-win_amd64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/1f/3d/1661dd114a914a67e3f7ab66fa1382e7599c2a8c340f314ad30a3e2b4d08/xgboost-3.2.0-py3-none-win_amd64.whl
-      - pypi: ./
+      - pypi: .
   docs:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -6239,7 +6219,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -6355,7 +6335,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/_openmp_mutex-4.5-7_kmp_llvm.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -6470,7 +6450,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/_openmp_mutex-4.5-20_gnu.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/alabaster-1.0.0-pyhd8ed1ab_1.conda
@@ -6615,14 +6595,12 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
   lint:
     channels:
     - url: https://conda.anaconda.org/conda-forge/
     indexes:
     - https://pypi.org/simple
-    options:
-      pypi-prerelease-mode: if-necessary-or-explicit
     packages:
       linux-64:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
@@ -6678,7 +6656,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/0b/2e/7eea398450457ecb54e18e9d10110993fa65561c4f3add5e8eccd2b9cd41/scipy-1.17.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       osx-64:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/bzip2-1.0.8-h500dc9f_9.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
@@ -6728,7 +6706,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/cf/83/333afb452af6f0fd70414dc04f898647ee1423979ce02efa75c3b0f2c28e/scipy-1.17.1-cp314-cp314-macosx_10_14_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/bzip2-1.0.8-hd037594_9.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-hbd8a1cb_0.conda
@@ -6777,7 +6755,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
       win-64:
       - conda: https://conda.anaconda.org/conda-forge/win-64/bzip2-1.0.8-h0ad9c76_9.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ca-certificates-2026.2.25-h4c7d964_0.conda
@@ -6827,7 +6805,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/4b/39/f0e8ea762a764a9dc52aa7dabcfad51a354819de1f0d4652b6a1122424d6/scipy-1.17.1-cp314-cp314-win_amd64.whl
       - pypi: https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/68/5a/199c59e0a824a3db2b89c5d2dade7ab5f9624dbf6448dc291b46d5ec94d3/wcwidth-0.6.0-py3-none-any.whl
-      - pypi: ./
+      - pypi: .
 packages:
 - conda: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-20_gnu.conda
   build_number: 20
@@ -25170,7 +25148,7 @@ packages:
   sha256: 8bbfe4fedc151b83a52edbf0de945fd94358b09a81998f2945ad330fd5f20cd6
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25190,7 +25168,7 @@ packages:
   sha256: 78d88da184562deff25c820d943420342014dd55e0f4c017cc4563c2148df5ee
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25210,7 +25188,7 @@ packages:
   sha256: 8df6da72963969ab2bf49a520c3e147b1e15cbeddd3aa0e3e039b3532c739339
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25230,7 +25208,7 @@ packages:
   sha256: 523db01d4e74b05c61a985028bde88a4dd380eadc97209310621996d7d5d14a7
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_machine != 'aarch64' and platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25250,7 +25228,7 @@ packages:
   sha256: 0d169736fd836fc13646c7ab787167b3a8110351c2c6bc770c755ee1618f0442
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25269,7 +25247,7 @@ packages:
   sha256: 2f661966d3e322536d9c448090a870fcba1e32ee5760c10b7c46bac7a342079a
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25288,7 +25266,7 @@ packages:
   sha256: 99b4a6bbcb47212fec5cf5fbe12347215f073c08967431b0122cfbd1ee70312c
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
@@ -25307,7 +25285,7 @@ packages:
   sha256: eabbd40d474b8dbf6cb3536325f9150b9e6f0db32d18de9914fb3227d0bef5b7
   requires_dist:
   - numpy
-  - nvidia-nccl-cu12 ; sys_platform == 'linux'
+  - nvidia-nccl-cu12 ; platform_system == 'Linux'
   - scipy
   - dask ; extra == 'dask'
   - distributed ; extra == 'dask'
diff --git a/skops/card/_markup.py b/skops/card/_markup.py
index 39df0340..2e42a25c 100644
--- a/skops/card/_markup.py
+++ b/skops/card/_markup.py
@@ -5,7 +5,7 @@
 import sys
 from collections.abc import Mapping
 from contextlib import contextmanager
-from typing import Any
+from typing import Any, Sequence
 
 from skops.card._model_card import TableSection
 
@@ -258,7 +258,7 @@ def _table(self, item) -> str:
             # pandoc < 2.5
             columns, body = self._table_old(item)
 
-        table: Mapping[str, list[Any]]
+        table: Mapping[str, Sequence[Any]]
         if not body:
             table = {key: [] for key in columns}
         else:
diff --git a/skops/io/_audit.py b/skops/io/_audit.py
index 435eb2be..1659395a 100644
--- a/skops/io/_audit.py
+++ b/skops/io/_audit.py
@@ -2,7 +2,7 @@
 
 import io
 from contextlib import contextmanager
-from typing import Any, Generator, Iterable, Type, Union
+from typing import Any, Generator, Iterable, Sequence, Type, Union
 
 from ._protocol import PROTOCOL
 from ._utils import LoadContext, get_module, get_type_paths
@@ -135,7 +135,8 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: Sequence[str] | None = None,
+        memoize: bool = True,
     ) -> None:
         self.class_name, self.module_name = state["__class__"], state["__module__"]
         self._is_safe = None
@@ -172,8 +173,8 @@ def _construct(self):
 
     @staticmethod
     def _get_trusted(
-        trusted: list[str | Type] | None,
-        default: list[str | Type],
+        trusted: Sequence[str] | None,
+        default: Sequence[str | type[Any]],
     ) -> list[str]:
         """Return a trusted list, or True.
 
@@ -278,7 +279,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: Sequence[str] | None = None,
     ):
         # we pass memoize as False because we don't want to memoize the cached
         # node.
@@ -302,7 +303,7 @@ def _construct(self):
 def get_tree(
     state: dict[str, Any],
     load_context: LoadContext,
-    trusted: list[str | type[Any]] | None,
+    trusted: Sequence[str] | None,
 ) -> Node:
     """Get the tree of nodes.
 
diff --git a/skops/io/_general.py b/skops/io/_general.py
index 4ee7e925..ec4b6247 100644
--- a/skops/io/_general.py
+++ b/skops/io/_general.py
@@ -62,7 +62,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [dict, "collections.OrderedDict"])
@@ -102,7 +102,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = ["collections.defaultdict"]
@@ -138,7 +138,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [list])
@@ -170,7 +170,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [set])
@@ -202,7 +202,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [tuple])
@@ -249,7 +249,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?
@@ -293,7 +293,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: should we trust anything?
@@ -334,7 +334,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?
@@ -369,7 +369,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [slice])
@@ -449,7 +449,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.children = {
@@ -467,7 +467,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
 
@@ -528,7 +528,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         obj = get_tree(state["content"]["obj"], load_context, trusted=trusted)
@@ -572,7 +572,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.content = state["content"]
@@ -625,7 +625,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [bytes])
@@ -646,7 +646,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.trusted = self._get_trusted(trusted, [bytearray])
@@ -676,7 +676,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         if self.module_name != "operator":
diff --git a/skops/io/_persist.py b/skops/io/_persist.py
index a7e0dc06..69a68e08 100644
--- a/skops/io/_persist.py
+++ b/skops/io/_persist.py
@@ -113,7 +113,7 @@ def dumps(
     return buffer.getbuffer().tobytes()
 
 
-def load(file: str | Path, trusted: list[str | type[Any]] | None = None) -> Any:
+def load(file: str | Path, trusted: list[str] | None = None) -> Any:
     """Load an object saved with the skops persistence format.
 
     Skops aims at providing a secure persistence feature that does not rely on
@@ -154,7 +154,7 @@ def load(file: str | Path, trusted: list[str | type[Any]] | None = None) -> Any:
     return instance
 
 
-def loads(data: bytes, trusted: list[str | type[Any]] | None = None) -> Any:
+def loads(data: bytes, trusted: list[str] | None = None) -> Any:
     """Load an object saved with the skops persistence format from a bytes
     object.
 
diff --git a/skops/io/_scipy.py b/skops/io/_scipy.py
index 3c85494b..6c8ff4dd 100644
--- a/skops/io/_scipy.py
+++ b/skops/io/_scipy.py
@@ -38,7 +38,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         self.type = state["type"]
diff --git a/skops/io/old/_general_v0.py b/skops/io/old/_general_v0.py
index 7408a4a4..1830925a 100644
--- a/skops/io/old/_general_v0.py
+++ b/skops/io/old/_general_v0.py
@@ -14,7 +14,7 @@ def __init__(
         self,
         state: dict[str, Any],
         load_context: LoadContext,
-        trusted: list[str | type[Any]] | None = None,
+        trusted: list[str] | None = None,
     ) -> None:
         super().__init__(state, load_context, trusted)
         # TODO: what do we trust?

From f60698ba775e9df06d3f7f74475716b61cce5885 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Apr 2026 16:48:34 +0000
Subject: [PATCH 4/4] Fix mypy error in _markup.py: convert zip tuples to lists
 for TableSection

Agent-Logs-Url: https://github.com/skops-dev/skops/sessions/a2d564ab-8480-4cf3-a437-c6f9b8146f08

Co-authored-by: adrinjalali <1663864+adrinjalali@users.noreply.github.com>
---
 skops/card/_markup.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/skops/card/_markup.py b/skops/card/_markup.py
index 2e42a25c..d97bac7c 100644
--- a/skops/card/_markup.py
+++ b/skops/card/_markup.py
@@ -5,7 +5,7 @@
 import sys
 from collections.abc import Mapping
 from contextlib import contextmanager
-from typing import Any, Sequence
+from typing import Any
 
 from skops.card._model_card import TableSection
 
@@ -258,13 +258,13 @@ def _table(self, item) -> str:
             # pandoc < 2.5
             columns, body = self._table_old(item)
 
-        table: Mapping[str, Sequence[Any]]
+        table: Mapping[str, list[Any]]
         if not body:
             table = {key: [] for key in columns}
         else:
             # body is row oriented, transpose to column oriented
             data_transposed = zip(*body)
-            table = {key: val for key, val in zip(columns, data_transposed)}
+            table = {key: list(val) for key, val in zip(columns, data_transposed)}
 
         res = TableSection(title="", content="", table=table).format()
         return res