From 96973fede1f65442db8178d9271e5334b5238b7c Mon Sep 17 00:00:00 2001
From: Ali Hamdan <ali.hamdan.dev@gmail.com>
Date: Sun, 29 Jun 2025 10:48:32 +0200
Subject: [PATCH 1/2] More pp tests

---
 .pre-commit-config.yaml                       |   2 +-
 pyproject.toml                                |   1 +
 .../estimation/algorithm/base.pyi             |   4 +-
 .../estimation/algorithm/matrix_base.pyi      |   2 +
 .../pandapower-stubs/estimation/idx_brch.pyi  |  52 +--
 stubs/pandapower-stubs/estimation/idx_bus.pyi |  30 +-
 .../estimation/ppc_conversion.pyi             |  81 +++--
 stubs/pandapower-stubs/estimation/results.pyi |   5 +-
 .../estimation/state_estimation.pyi           | 121 +++++--
 stubs/pandapower-stubs/estimation/util.pyi    |  19 +-
 stubs/pandapower-stubs/io_utils.pyi           | 122 ++++---
 .../plotting/generic_geodata.pyi              |   2 +-
 stubs/pandapower-stubs/shortcircuit/kappa.pyi |   2 +-
 .../topology/create_graph.pyi                 | 100 +++++-
 .../topology/graph_searches.pyi               |   5 +-
 stubtest_allowlist.txt                        |  15 +-
 uv.lock                                       | 329 +++++++++++-------
 17 files changed, 564 insertions(+), 328 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e35c34d..de902fe 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,7 +10,7 @@ repos:
       - id: mixed-line-ending
       - id: check-case-conflict
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.0 # must match uv.lock
+    rev: v0.12.1 # must match uv.lock
     hooks:
       - id: ruff
       - id: ruff-format
diff --git a/pyproject.toml b/pyproject.toml
index 1db2fe7..1edbd24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,6 +22,7 @@ tests = [
     "networkx>=3.2.1",
     "geopandas>=1.0.0",
     "pandapower>=3.1.2",
+    "types-networkx>=3.4.2",
 ]
 dev = [
     "ruff>=0.9.2",
diff --git a/stubs/pandapower-stubs/estimation/algorithm/base.pyi b/stubs/pandapower-stubs/estimation/algorithm/base.pyi
index b130443..0234cf4 100644
--- a/stubs/pandapower-stubs/estimation/algorithm/base.pyi
+++ b/stubs/pandapower-stubs/estimation/algorithm/base.pyi
@@ -2,6 +2,8 @@ from _typeshed import Incomplete
 
 from pandapower.estimation.ppc_conversion import ExtendedPPCI
 
+__all__ = ["WLSAlgorithm", "WLSZeroInjectionConstraintsAlgorithm", "IRWLSAlgorithm"]
+
 class BaseAlgorithm:
     tolerance: Incomplete
     max_iterations: Incomplete
@@ -23,7 +25,7 @@ class WLSAlgorithm(BaseAlgorithm):
     H: Incomplete
     hx: Incomplete
     def __init__(self, tolerance, maximum_iterations, logger=...) -> None: ...
-    def estimate(self, eppci: ExtendedPPCI, **kwargs): ...
+    def estimate(self, eppci: ExtendedPPCI, debug_mode: bool = False, **kwargs): ...
 
 class WLSZeroInjectionConstraintsAlgorithm(BaseAlgorithm):
     def estimate(self, eppci: ExtendedPPCI, **kwargs): ...
diff --git a/stubs/pandapower-stubs/estimation/algorithm/matrix_base.pyi b/stubs/pandapower-stubs/estimation/algorithm/matrix_base.pyi
index dfb109a..2142a72 100644
--- a/stubs/pandapower-stubs/estimation/algorithm/matrix_base.pyi
+++ b/stubs/pandapower-stubs/estimation/algorithm/matrix_base.pyi
@@ -2,6 +2,8 @@ from _typeshed import Incomplete
 
 from pandapower.estimation.ppc_conversion import ExtendedPPCI
 
+__all__ = ["BaseAlgebra", "BaseAlgebraZeroInjConstraints"]
+
 class BaseAlgebra:
     eppci: Incomplete
     fb: Incomplete
diff --git a/stubs/pandapower-stubs/estimation/idx_brch.pyi b/stubs/pandapower-stubs/estimation/idx_brch.pyi
index 8233354..01adb5f 100644
--- a/stubs/pandapower-stubs/estimation/idx_brch.pyi
+++ b/stubs/pandapower-stubs/estimation/idx_brch.pyi
@@ -1,25 +1,27 @@
-IM_FROM: int
-IM_FROM_STD: int
-IM_TO: int
-IM_TO_STD: int
-P_FROM: int
-P_FROM_STD: int
-P_TO: int
-P_TO_STD: int
-Q_FROM: int
-Q_FROM_STD: int
-Q_TO: int
-Q_TO_STD: int
-IM_FROM_IDX: int
-P_FROM_IDX: int
-Q_FROM_IDX: int
-IM_TO_IDX: int
-P_TO_IDX: int
-Q_TO_IDX: int
-IA_FROM: int
-IA_FROM_STD: int
-IA_TO: int
-IA_TO_STD: int
-IA_FROM_IDX: int
-IA_TO_IDX: int
-branch_cols_se: int
+from typing import Final
+
+IM_FROM: Final = 0
+IM_FROM_STD: Final = 1
+IM_TO: Final = 2
+IM_TO_STD: Final = 3
+P_FROM: Final = 4
+P_FROM_STD: Final = 5
+P_TO: Final = 6
+P_TO_STD: Final = 7
+Q_FROM: Final = 8
+Q_FROM_STD: Final = 9
+Q_TO: Final = 10
+Q_TO_STD: Final = 11
+IM_FROM_IDX: Final = 12
+P_FROM_IDX: Final = 13
+Q_FROM_IDX: Final = 14
+IM_TO_IDX: Final = 15
+P_TO_IDX: Final = 16
+Q_TO_IDX: Final = 17
+IA_FROM: Final = 18
+IA_FROM_STD: Final = 19
+IA_TO: Final = 20
+IA_TO_STD: Final = 21
+IA_FROM_IDX: Final = 22
+IA_TO_IDX: Final = 23
+branch_cols_se: Final = 24
diff --git a/stubs/pandapower-stubs/estimation/idx_bus.pyi b/stubs/pandapower-stubs/estimation/idx_bus.pyi
index 6c5dd74..775628f 100644
--- a/stubs/pandapower-stubs/estimation/idx_bus.pyi
+++ b/stubs/pandapower-stubs/estimation/idx_bus.pyi
@@ -1,14 +1,16 @@
-VM: int
-VM_STD: int
-P: int
-P_STD: int
-Q: int
-Q_STD: int
-VM_IDX: int
-P_IDX: int
-Q_IDX: int
-ZERO_INJ_FLAG: int
-VA: int
-VA_STD: int
-VA_IDX: int
-bus_cols_se: int
+from typing import Final
+
+VM: Final = 0
+VM_STD: Final = 1
+P: Final = 2
+P_STD: Final = 3
+Q: Final = 4
+Q_STD: Final = 5
+VM_IDX: Final = 6
+P_IDX: Final = 7
+Q_IDX: Final = 8
+ZERO_INJ_FLAG: Final = 9
+VA: Final = 10
+VA_STD: Final = 11
+VA_IDX: Final = 12
+bus_cols_se: Final = 13
diff --git a/stubs/pandapower-stubs/estimation/ppc_conversion.pyi b/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
index 99747f5..2e586d4 100644
--- a/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
+++ b/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
@@ -1,46 +1,61 @@
-from _typeshed import Incomplete
 from collections import UserDict
+from collections.abc import Collection
+from typing import (
+    Any,
+    Any as csr_matrix,  # scipy.sparse.csr_matrix
+    Literal,
+)
+
+import numpy as np
+
+from pandapower._typing import Array1D, Array2D
+from pandapower.auxiliary import pandapowerNet
 
 ZERO_INJECTION_STD_DEV: float
-BR_SIDE: Incomplete
-BR_MEAS_PPCI_IX: Incomplete
-BUS_MEAS_PPCI_IX: Incomplete
+BR_SIDE: dict[str, dict[str, str]]
+BR_MEAS_PPCI_IX: dict[tuple[str, str], dict[str, int]]
+BUS_MEAS_PPCI_IX: dict[str, dict[str, int]]
 
 def pp2eppci(
-    net,
-    v_start: Incomplete | None = None,
-    delta_start: Incomplete | None = None,
+    net: pandapowerNet,
+    v_start: Collection[float] | str | None = None,
+    delta_start: Collection[float] | str | None = None,
     calculate_voltage_angles: bool = True,
     zero_injection: str = "aux_bus",
-    ppc: Incomplete | None = None,
-    eppci: Incomplete | None = None,
-): ...
+    algorithm: str = "wls",
+    ppc: dict[str, Any] | None = None,
+    eppci: ExtendedPPCI | None = None,
+) -> tuple[pandapowerNet, dict[str, Any] | None, ExtendedPPCI]: ...
 
-class ExtendedPPCI(UserDict[str, Incomplete]):
-    data: Incomplete
-    z: Incomplete
-    r_cov: Incomplete
-    pp_meas_indices: Incomplete
-    non_nan_meas_mask: Incomplete
-    non_nan_meas_selector: Incomplete
+class ExtendedPPCI(UserDict[str, Any]):
+    data: dict[str, Any]
+    algorithm: Literal["wls", "wls_with_zero_constraint", "opt", "irwls", "lp", "af-wls"]
+    z: Array2D[np.float64] | None
+    r_cov: Array2D[np.float64] | None
+    pp_meas_indices: Array2D[np.int64] | None
+    non_nan_meas_mask: dict[str, Array1D[np.int64]] | None
+    non_nan_meas_selector: Array1D[np.int64] | None
+    idx_non_imeas: Array1D[np.int64] | None
     any_i_meas: bool
     any_degree_meas: bool
-    non_slack_buses: Incomplete
-    non_slack_bus_mask: Incomplete
-    num_non_slack_bus: Incomplete
-    delta_v_bus_mask: Incomplete
-    delta_v_bus_selector: Incomplete
-    v_init: Incomplete
-    delta_init: Incomplete
-    E_init: Incomplete
-    v: Incomplete
-    delta: Incomplete
-    E: Incomplete
-    def __init__(self, ppci) -> None: ...
+    non_slack_buses: Array1D[np.int64]
+    non_slack_bus_mask: Array1D[np.bool_]
+    num_non_slack_bus: np.int64
+    delta_v_bus_mask: Array1D[np.bool_]
+    delta_v_bus_selector: Array1D[np.int64]
+    v_init: Array1D[np.float64]
+    delta_init: Array1D[np.float64]
+    E_init: Array1D[np.float64]
+    v: Array1D[np.float64]
+    delta: Array1D[np.float64]
+    E: Array1D[np.float64]
+    def __init__(
+        self, ppci: dict[str, Any], algorithm: Literal["wls", "wls_with_zero_constraint", "opt", "irwls", "lp", "af-wls"]
+    ) -> None: ...
     def update_meas(self) -> None: ...
     @property
-    def V(self): ...
+    def V(self) -> Array1D[np.complex128]: ...
     def reset(self) -> None: ...
-    def update_E(self, E) -> None: ...
-    def E2V(self, E): ...
-    def get_Y(self): ...
+    def update_E(self, E: Array1D[np.float64]) -> None: ...
+    def E2V(self, E: Array1D[np.float64]) -> Array1D[np.complex128]: ...
+    def get_Y(self) -> tuple[csr_matrix, csr_matrix, csr_matrix]: ...
diff --git a/stubs/pandapower-stubs/estimation/results.pyi b/stubs/pandapower-stubs/estimation/results.pyi
index 98d1ce4..df9c71e 100644
--- a/stubs/pandapower-stubs/estimation/results.pyi
+++ b/stubs/pandapower-stubs/estimation/results.pyi
@@ -1 +1,4 @@
-def eppci2pp(net, ppc, eppci): ...
+from pandapower.auxiliary import pandapowerNet
+from pandapower.estimation.ppc_conversion import ExtendedPPCI
+
+def eppci2pp(net: pandapowerNet, ppc, eppci: ExtendedPPCI) -> pandapowerNet: ...
diff --git a/stubs/pandapower-stubs/estimation/state_estimation.pyi b/stubs/pandapower-stubs/estimation/state_estimation.pyi
index dcc23b5..08fdd45 100644
--- a/stubs/pandapower-stubs/estimation/state_estimation.pyi
+++ b/stubs/pandapower-stubs/estimation/state_estimation.pyi
@@ -1,27 +1,45 @@
-from _typeshed import Incomplete
+import logging
+from collections.abc import Collection
+from typing import Any, Literal, overload
 
-ALGORITHM_MAPPING: Incomplete
-ALLOWED_OPT_VAR: Incomplete
+from pandapower.auxiliary import pandapowerNet
+from pandapower.estimation.algorithm.base import BaseAlgorithm
 
+ALGORITHM_MAPPING: dict[str, type[BaseAlgorithm]]
+ALLOWED_OPT_VAR: set[str]
+
+@overload
 def estimate(
-    net,
-    algorithm: str = "wls",
-    init: str = "flat",
+    net: pandapowerNet,
+    algorithm: Literal["wls", "af-wls"] = "wls",
+    init: Literal["flat", "results", "slack"] = "flat",
     tolerance: float = 1e-06,
-    maximum_iterations: int = 10,
-    calculate_voltage_angles: bool = True,
-    zero_injection: str = "aux_bus",
-    fuse_buses_with_bb_switch: str = "all",
+    maximum_iterations: int = 50,
+    zero_injection: Collection[int] | str = "aux_bus",
+    fuse_buses_with_bb_switch: Collection[int] | Literal["all"] = "all",
+    debug_mode: bool = False,
     **opt_vars,
-): ...
+) -> dict[str, Any]: ...
+@overload
+def estimate(
+    net: pandapowerNet,
+    algorithm: Literal["wls_with_zero_constraint", "opt", "irwls", "lp"],
+    init: Literal["flat", "results", "slack"] = "flat",
+    tolerance: float = 1e-06,
+    maximum_iterations: int = 50,
+    zero_injection: Collection[int] | str = "aux_bus",
+    fuse_buses_with_bb_switch: Collection[int] | Literal["all"] = "all",
+    debug_mode: bool = False,
+    **opt_vars,
+) -> bool: ...
 def remove_bad_data(
-    net,
-    init: str = "flat",
+    net: pandapowerNet,
+    init: Literal["flat", "results", "slack"] = "flat",
     tolerance: float = 1e-06,
     maximum_iterations: int = 10,
     calculate_voltage_angles: bool = True,
     rn_max_threshold: float = 3.0,
-): ...
+) -> bool: ...
 def chi2_analysis(
     net,
     init: str = "flat",
@@ -29,45 +47,72 @@ def chi2_analysis(
     maximum_iterations: int = 10,
     calculate_voltage_angles: bool = True,
     chi2_prob_false: float = 0.05,
-): ...
+) -> bool | None: ...
 
 class StateEstimation:
-    net: Incomplete
-    solver: Incomplete
-    ppc: Incomplete
-    eppci: Incomplete
-    recycle: Incomplete
-    delta: Incomplete
-    bad_data_present: Incomplete
+    logger: logging.Logger
+    net: pandapowerNet
+    solver: BaseAlgorithm
+    ppc: dict[str, Any] | None
+    eppci: dict[str, Any] | None
+    recycle: bool
+    algorithm: Literal["wls", "wls_with_zero_constraint", "opt", "irwls", "lp", "af-wls"]
+    delta: None  # not currently used
+    bad_data_present: bool | None
     def __init__(
         self,
-        net,
+        net: pandapowerNet,
         tolerance: float = 1e-06,
-        maximum_iterations: int = 10,
-        algorithm: str = "wls",
-        logger: Incomplete | None = None,
+        maximum_iterations: int = 50,
+        algorithm: Literal["wls", "wls_with_zero_constraint", "opt", "irwls", "lp", "af-wls"] = "wls",
+        logger: logging.Logger | None = None,
         recycle: bool = False,
     ) -> None: ...
+    @overload
     def estimate(
         self,
-        v_start: str = "flat",
-        delta_start: str = "flat",
-        calculate_voltage_angles: bool = True,
-        zero_injection: Incomplete | None = None,
-        fuse_buses_with_bb_switch: str = "all",
+        v_start: Collection[float] | str = "flat",
+        delta_start: Collection[float] | str = "flat",
+        zero_injection: Collection[int] | str | None = None,
+        fuse_buses_with_bb_switch: Collection[int] | Literal["all"] = "all",
+        algorithm: Literal["wls", "af-wls"] = "wls",
+        debug_mode: bool = False,
+        **opt_vars,
+    ) -> dict[str, Any]: ...
+    @overload  # algorithm positional
+    def estimate(
+        self,
+        v_start: Collection[float] | str,
+        delta_start: Collection[float] | str,
+        zero_injection: Collection[int] | str | None,
+        fuse_buses_with_bb_switch: Collection[int] | Literal["all"],
+        algorithm: Literal["wls_with_zero_constraint", "opt", "irwls", "lp"],
+        debug_mode: bool = False,
+        **opt_vars,
+    ) -> bool: ...
+    @overload  # algorithm keyword
+    def estimate(
+        self,
+        v_start: Collection[float] | str = "flat",
+        delta_start: Collection[float] | str = "flat",
+        zero_injection: Collection[int] | str | None = None,
+        fuse_buses_with_bb_switch: Collection[int] | Literal["all"] = "all",
+        *,
+        algorithm: Literal["wls_with_zero_constraint", "opt", "irwls", "lp"],
+        debug_mode: bool = False,
         **opt_vars,
-    ): ...
+    ) -> bool: ...
     def perform_chi2_test(
         self,
-        v_in_out: Incomplete | None = None,
-        delta_in_out: Incomplete | None = None,
+        v_in_out: Collection[float] | str | None = None,
+        delta_in_out: Collection[float] | str | None = None,
         calculate_voltage_angles: bool = True,
         chi2_prob_false: float = 0.05,
-    ): ...
+    ) -> bool | None: ...
     def perform_rn_max_test(
         self,
-        v_in_out: Incomplete | None = None,
-        delta_in_out: Incomplete | None = None,
+        v_in_out: Collection[float] | str | None = None,
+        delta_in_out: Collection[float] | str | None = None,
         calculate_voltage_angles: bool = True,
         rn_max_threshold: float = 3.0,
-    ): ...
+    ) -> bool: ...
diff --git a/stubs/pandapower-stubs/estimation/util.pyi b/stubs/pandapower-stubs/estimation/util.pyi
index 30c802c..b02c0a8 100644
--- a/stubs/pandapower-stubs/estimation/util.pyi
+++ b/stubs/pandapower-stubs/estimation/util.pyi
@@ -1,18 +1,23 @@
-from _typeshed import Incomplete
+from collections.abc import Collection
 
-def estimate_voltage_vector(net): ...
-def set_bb_switch_impedance(net, bus_to_be_fused: Incomplete | None = None, z_ohm: float = 0.1) -> None: ...
-def reset_bb_switch_impedance(net) -> None: ...
+import pandas as pd
+
+from pandapower.auxiliary import pandapowerNet
+
+def estimate_voltage_vector(net: pandapowerNet) -> pd.DataFrame: ...
+def set_bb_switch_impedance(net: pandapowerNet, bus_to_be_fused: Collection[int] | None = None, z_ohm: float = 0.1) -> None: ...
+def reset_bb_switch_impedance(net: pandapowerNet) -> None: ...
 def add_virtual_meas_from_loadflow(
-    net,
+    net: pandapowerNet,
     v_std_dev: float = 0.01,
     p_std_dev: float = 0.03,
     q_std_dev: float = 0.03,
     seed: int = 14,
     with_random_error: bool = False,
 ) -> None: ...
+def remove_shunt_injection_from_meas(net: pandapowerNet, type: str) -> None: ...
 def add_virtual_pmu_meas_from_loadflow(
-    net,
+    net: pandapowerNet,
     v_std_dev: float = 0.001,
     i_std_dev: float = 0.1,
     p_std_dev: float = 0.01,
@@ -22,7 +27,7 @@ def add_virtual_pmu_meas_from_loadflow(
     with_random_error: bool = True,
 ) -> None: ...
 def add_virtual_meas_error(
-    net,
+    net: pandapowerNet,
     v_std_dev: float = 0.001,
     i_std_dev: float = 0.01,
     p_std_dev: float = 0.03,
diff --git a/stubs/pandapower-stubs/io_utils.pyi b/stubs/pandapower-stubs/io_utils.pyi
index d7755f1..5c1462b 100644
--- a/stubs/pandapower-stubs/io_utils.pyi
+++ b/stubs/pandapower-stubs/io_utils.pyi
@@ -1,15 +1,23 @@
 import json
+import numbers
 from _typeshed import Incomplete, ReadableBuffer, StrOrBytesPath, SupportsRead
 from collections.abc import Callable, Container, Mapping
 from functools import singledispatch
-from typing import Any, SupportsIndex as Int, TypeVar
+from typing import Any, SupportsIndex as Int, TypeVar, overload
 from typing_extensions import Self
 
+import geopandas as gpd
+import networkx as nx
+import numpy as np
 import pandas as pd
+import shapely
+from shapely.geometry.base import BaseGeometry
 
+from pandapower._typing import SupportsGeoInterface
 from pandapower.auxiliary import pandapowerNet
 
 _T = TypeVar("_T")
+_D = TypeVar("_D", bound=dict[str, Any])
 
 PSYCOPG2_INSTALLED: bool
 cryptography_INSTALLED: bool
@@ -39,6 +47,7 @@ def transform_net_with_df_and_geo(
     net: pandapowerNet, point_geo_columns: Container[str], line_geo_columns: Container[str]
 ) -> None: ...
 def isinstance_partial(obj: object, cls: type[object]) -> bool: ...
+def check_net_version(net: pandapowerNet) -> None: ...
 
 class PPJSONEncoder(json.JSONEncoder):
     isinstance_func: Callable[[object, type[object]], bool]
@@ -64,36 +73,42 @@ class FromSerializable:
     module_name: str
     registry: dict[tuple[str, str], Incomplete]
     def __init__(self) -> None: ...
-    def __get__(self, instance: Incomplete, owner: Incomplete) -> Incomplete: ...
+    @overload
+    def __get__(self, instance: None, owner: type[object]) -> Self: ...
+    @overload
+    def __get__(self, instance: _T, owner: type[_T]) -> Incomplete: ...
     def register(self, class_name: str = "", module_name: str = "") -> Callable[[_T], _T]: ...
 
 class FromSerializableRegistry:
     from_serializable: FromSerializable
     class_name: str
     module_name: str
-    obj: Incomplete
-    d: Incomplete
-    pp_hook: Incomplete
-    def __init__(self, obj: Incomplete, d: Incomplete, pp_hook_funct: Incomplete) -> None: ...
-    def Series(self) -> pd.Series[Incomplete]: ...
+    obj: Any
+    d: dict[str, Any]
+    pp_hook: Callable[..., Incomplete]
+    def __init__(
+        self, obj: Any, d: dict[str, Any], pp_hook_funct: Callable[..., Incomplete], ignore_unknown_objects: bool = False
+    ) -> None: ...
+    def Series(self) -> pd.Series[Any]: ...
     def DataFrame(self) -> pd.DataFrame: ...
     def pandapowerNet(self) -> pandapowerNet: ...
     def networkx(self) -> Incomplete: ...
     def method(self) -> Incomplete: ...
     def function(self) -> Incomplete: ...
     def rest(self) -> Incomplete: ...
-    def GeoDataFrame(self) -> Incomplete: ...
-    def shapely(self) -> Incomplete: ...
+    def GeoDataFrame(self) -> gpd.GeoDataFrame: ...
+    def shapely(self) -> BaseGeometry: ...
 
 class PPJSONDecoder(json.JSONDecoder):
     def __init__(self, **kwargs: Incomplete) -> None: ...
 
 def pp_hook(
-    d: dict[str, Incomplete],
+    d: _D,
     deserialize_pandas: bool = True,
     empty_dict_like_object: Incomplete | None = None,
     registry_class: type[FromSerializableRegistry] = ...,
-) -> dict[str, Incomplete]: ...
+    ignore_unknown_objects: bool = False,
+) -> _D: ...
 def encrypt_string(s: str, key: str, compress: bool = True) -> str: ...
 def decrypt_string(s: str, key: str) -> str: ...
 
@@ -120,50 +135,47 @@ class JSONSerializableClass:
     def __eq__(self, other: object) -> bool: ...
     def __hash__(self) -> int: ...
 
-def with_signature(
-    obj: Incomplete, val: Incomplete, obj_module: str | None = None, obj_class: str | None = None
-) -> dict[str, Incomplete]: ...
+def with_signature(obj: object, val: object, obj_module: str | None = None, obj_class: str | None = None) -> dict[str, Any]: ...
 @singledispatch
 def to_serializable(obj: object) -> Incomplete: ...
-
-# @to_serializable.register(pandapowerNet)
-# def json_pandapowernet(obj: pandapowerNet) -> dict[str, Incomplete]: ...
-# @to_serializable.register(pd.DataFrame)
-# def json_dataframe(obj: pd.DataFrame) -> Incomplete: ...
-# # @to_serializable.register(geopandas.GeoDataFrame)
-# def json_geodataframe(obj: Incomplete) -> Incomplete: ...
-# @to_serializable.register(pd.Series)
-# def json_series(obj: pd.Series[Any]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(np.ndarray)
-# def json_array(obj: np.ndarray[Any, Any]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(np.integer)
-# def json_npint(obj: np.integer[Any]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(np.floating)
-# def json_npfloat(obj: np.floating[Any]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(np.bool)
-# def json_npbool(obj: np.bool) -> dict[str, Incomplete]: ...
-# @to_serializable.register(numbers.Number)
-# def json_num(obj: numbers.Number) -> str: ...
-# @to_serializable.register(complex)
-# def json_complex(obj: complex) -> dict[str, Incomplete]: ...
-# @to_serializable.register(pd.Index)
-# def json_pdindex(obj: pd.Index) -> dict[str, Incomplete]: ...
-# @to_serializable.register(bool)
-# def json_bool(obj: bool) -> str: ...
-# @to_serializable.register(tuple)
-# def json_tuple(obj: tuple[Any, ...]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(set)
-# def json_set(obj: set[Any]) -> dict[str, Incomplete]: ...
-# @to_serializable.register(frozenset)
-# def json_frozenset(obj: frozenset[Any]) -> dict[str, Incomplete]: ...
-# # @to_serializable.register(networkx.Graph)
-# def json_networkx(obj: Incomplete) -> dict[str, Incomplete]: ...
-# @to_serializable.register(JSONSerializableClass)
-# def controller_to_serializable(obj: JSONSerializableClass) -> dict[str, Incomplete]: ...
-# # @to_serializable.register(shapely.geometry.LineString)
-# def json_linestring(obj: Incomplete) -> dict[str, Incomplete]: ...
-# # @to_serializable.register(shapely.geometry.Point)
-# def json_point(obj: Incomplete) -> dict[str, Incomplete]: ...
-# # @to_serializable.register(shapely.geometry.Polygon)
-# def json_polygon(obj: Incomplete) -> dict[str, Incomplete]: ...
+@to_serializable.register(pandapowerNet)
+def json_pandapowernet(obj: pandapowerNet) -> dict[str, Any]: ...
+@to_serializable.register(pd.DataFrame)
+def json_dataframe(obj: pd.DataFrame) -> dict[str, Any]: ...
+@to_serializable.register(gpd.GeoDataFrame)
+def json_geodataframe(obj: gpd.GeoDataFrame) -> dict[str, Any]: ...
+@to_serializable.register(pd.Series)
+def json_series(obj: pd.Series[Any]) -> dict[str, Any]: ...
+@to_serializable.register(np.ndarray)
+def json_array(obj: np.ndarray[Any, Any]) -> dict[str, Any]: ...
+@to_serializable.register(np.integer)
+def json_npint(obj: np.integer[Any]) -> dict[str, Any]: ...
+@to_serializable.register(np.floating)
+def json_npfloat(obj: np.floating[Any]) -> dict[str, Any]: ...
+@to_serializable.register(np.bool)
+def json_npbool(obj: np.bool) -> dict[str, Any]: ...
+@to_serializable.register(numbers.Number)
+def json_num(obj: numbers.Number) -> str: ...
+@to_serializable.register(complex)
+def json_complex(obj: complex) -> dict[str, Any]: ...
+@to_serializable.register(pd.Index)
+def json_pdindex(obj: pd.Index[Any]) -> dict[str, Any]: ...
+@to_serializable.register(bool)
+def json_bool(obj: bool) -> str: ...
+@to_serializable.register(tuple)
+def json_tuple(obj: tuple[Any, ...]) -> dict[str, Any]: ...
+@to_serializable.register(set)
+def json_set(obj: set[Any]) -> dict[str, Any]: ...
+@to_serializable.register(frozenset)
+def json_frozenset(obj: frozenset[Any]) -> dict[str, Any]: ...
+@to_serializable.register(nx.Graph)
+def json_networkx(obj: nx.Graph[Any]) -> dict[str, Any]: ...
+@to_serializable.register(JSONSerializableClass)
+def controller_to_serializable(obj: JSONSerializableClass) -> dict[str, Any]: ...
+@to_serializable.register(shapely.LineString)
+def json_linestring(obj: SupportsGeoInterface) -> dict[str, Any]: ...
+@to_serializable.register(shapely.Point)
+def json_point(obj: SupportsGeoInterface) -> dict[str, Any]: ...
+@to_serializable.register(shapely.Polygon)
+def json_polygon(obj: SupportsGeoInterface) -> dict[str, Any]: ...
 def mkdirs_if_not_existent(dir_to_create: StrOrBytesPath) -> bool: ...
diff --git a/stubs/pandapower-stubs/plotting/generic_geodata.pyi b/stubs/pandapower-stubs/plotting/generic_geodata.pyi
index 33fd36e..bbe78e8 100644
--- a/stubs/pandapower-stubs/plotting/generic_geodata.pyi
+++ b/stubs/pandapower-stubs/plotting/generic_geodata.pyi
@@ -5,7 +5,7 @@ from typing import (
     Literal,
 )
 
-import networkx as nx  # type: ignore[import-untyped]
+import networkx as nx
 from numpy.typing import ArrayLike
 
 from pandapower._typing import Float
diff --git a/stubs/pandapower-stubs/shortcircuit/kappa.pyi b/stubs/pandapower-stubs/shortcircuit/kappa.pyi
index f802874..9da0a4a 100644
--- a/stubs/pandapower-stubs/shortcircuit/kappa.pyi
+++ b/stubs/pandapower-stubs/shortcircuit/kappa.pyi
@@ -1,6 +1,6 @@
 from _typeshed import Incomplete
 
-import networkx as nx  # type: ignore[import-untyped]
+import networkx as nx
 
 from pandapower.auxiliary import pandapowerNet
 
diff --git a/stubs/pandapower-stubs/topology/create_graph.pyi b/stubs/pandapower-stubs/topology/create_graph.pyi
index 51e69b0..c454dd8 100644
--- a/stubs/pandapower-stubs/topology/create_graph.pyi
+++ b/stubs/pandapower-stubs/topology/create_graph.pyi
@@ -1,8 +1,8 @@
 from _typeshed import Incomplete
-from collections.abc import Iterable, Mapping
-from typing import Any, Literal, overload
+from collections.abc import Collection, Iterable, Mapping
+from typing import Any, Final, Literal, overload
 
-import networkx as nx  # type: ignore[import-untyped]
+import networkx as nx
 import numpy as np
 import pandas as pd
 from numpy.typing import NDArray
@@ -11,60 +11,121 @@ from pandapower.auxiliary import pandapowerNet
 from pandapower.topology.graph_tool_interface import GraphToolInterface
 
 graph_tool_available: bool
-INDEX: int
-F_BUS: int
-T_BUS: int
-WEIGHT: int
-BR_R: int
-BR_X: int
-BR_Z: int
 
-@overload
+INDEX: Final = 0
+F_BUS: Final = 1
+T_BUS: Final = 2
+WEIGHT: Final = 0
+BR_R: Final = 1
+BR_X: Final = 2
+BR_Z: Final = 3
+
+@overload  # multi=False positional
+def create_nxgraph(
+    net: pandapowerNet,
+    respect_switches: bool,
+    include_lines: bool,
+    include_impedances: bool,
+    include_dclines: bool,
+    include_trafos: bool,
+    include_trafo3ws: bool,
+    include_tcsc: bool,
+    include_vsc: bool,
+    include_line_dc: bool,
+    nogobuses: Iterable[int] | None,
+    notravbuses: Iterable[int] | None,
+    multi: Literal[False],
+    calc_branch_impedances: bool = False,
+    branch_impedance_unit: Literal["ohm", "pu"] = "ohm",
+    library: Literal["networkx"] = "networkx",
+    include_out_of_service: bool = False,
+    include_switches: bool = True,
+    trafo_length_km: float | None = None,
+    switch_length_km: float | None = None,
+) -> nx.Graph[Incomplete]: ...
+@overload  # multi=False keyword
 def create_nxgraph(
     net: pandapowerNet,
-    *,
     respect_switches: bool = True,
     include_lines: bool = True,
     include_impedances: bool = True,
     include_dclines: bool = True,
     include_trafos: bool = True,
     include_trafo3ws: bool = True,
+    include_tcsc: bool = True,
+    include_vsc: bool = True,
+    include_line_dc: bool = True,
     nogobuses: Iterable[int] | None = None,
     notravbuses: Iterable[int] | None = None,
+    *,
     multi: Literal[False],
     calc_branch_impedances: bool = False,
     branch_impedance_unit: Literal["ohm", "pu"] = "ohm",
     library: Literal["networkx"] = "networkx",
     include_out_of_service: bool = False,
+    include_switches: bool = True,
+    trafo_length_km: float | None = None,
+    switch_length_km: float | None = None,
 ) -> nx.Graph[Incomplete]: ...
-@overload
+@overload  # library="graph_tool" positional
+def create_nxgraph(
+    net: pandapowerNet,
+    respect_switches: bool,
+    include_lines: bool,
+    include_impedances: bool,
+    include_dclines: bool,
+    include_trafos: bool,
+    include_trafo3ws: bool,
+    include_tcsc: bool,
+    include_vsc: bool,
+    include_line_dc: bool,
+    nogobuses: Iterable[int] | None,
+    notravbuses: Iterable[int] | None,
+    multi: Literal[True],
+    calc_branch_impedances: bool,
+    branch_impedance_unit: Literal["ohm", "pu"],
+    library: Literal["graph_tool"],
+    include_out_of_service: bool = False,
+    include_switches: bool = True,
+    trafo_length_km: float | None = None,
+    switch_length_km: float | None = None,
+) -> GraphToolInterface: ...
+@overload  # library="graph_tool" keyword
 def create_nxgraph(
     net: pandapowerNet,
-    *,
     respect_switches: bool = True,
     include_lines: bool = True,
     include_impedances: bool = True,
     include_dclines: bool = True,
     include_trafos: bool = True,
     include_trafo3ws: bool = True,
+    include_tcsc: bool = True,
+    include_vsc: bool = True,
+    include_line_dc: bool = True,
     nogobuses: Iterable[int] | None = None,
     notravbuses: Iterable[int] | None = None,
     multi: Literal[True] = True,
     calc_branch_impedances: bool = False,
     branch_impedance_unit: Literal["ohm", "pu"] = "ohm",
+    *,
     library: Literal["graph_tool"],
     include_out_of_service: bool = False,
+    include_switches: bool = True,
+    trafo_length_km: float | None = None,
+    switch_length_km: float | None = None,
 ) -> GraphToolInterface: ...
 @overload
 def create_nxgraph(
     net: pandapowerNet,
-    *,
     respect_switches: bool = True,
     include_lines: bool = True,
     include_impedances: bool = True,
     include_dclines: bool = True,
     include_trafos: bool = True,
     include_trafo3ws: bool = True,
+    include_tcsc: bool = True,
+    include_vsc: bool = True,
+    include_line_dc: bool = True,
     nogobuses: Iterable[int] | None = None,
     notravbuses: Iterable[int] | None = None,
     multi: Literal[True] = True,
@@ -72,8 +133,11 @@ def create_nxgraph(
     branch_impedance_unit: Literal["ohm", "pu"] = "ohm",
     library: Literal["networkx"] = "networkx",
     include_out_of_service: bool = False,
+    include_switches: bool = True,
+    trafo_length_km: float | None = None,
+    switch_length_km: float | None = None,
 ) -> nx.MultiGraph[Incomplete]: ...
-def get_edge_table(net: pandapowerNet, table_name: str, include_edges: bool | Iterable[int]) -> pd.DataFrame | None: ...
+def get_edge_table(net: pandapowerNet, table_name: str, include_edges: bool | Collection[int]) -> pd.DataFrame | None: ...
 def add_edges(
     mg: nx.Graph[Incomplete] | GraphToolInterface,
     indices,
@@ -88,5 +152,7 @@ def add_edges(
 def get_baseR(net: pandapowerNet, ppc: Mapping[str, Any], buses: int) -> float: ...
 @overload
 def get_baseR(net: pandapowerNet, ppc: Mapping[str, Any], buses: Iterable[int]) -> NDArray[np.float64]: ...
-def init_par(tab: pd.DataFrame, calc_branch_impedances: bool = False) -> tuple[NDArray[Any], ...]: ...
+def init_par(
+    tab: pd.DataFrame, calc_branch_impedances: bool = False, include_out_of_service: bool = False
+) -> tuple[NDArray[Any], ...]: ...
 def get_nx_ppc(net: pandapowerNet) -> dict[str, Any]: ...
diff --git a/stubs/pandapower-stubs/topology/graph_searches.pyi b/stubs/pandapower-stubs/topology/graph_searches.pyi
index c83a16a..e248595 100644
--- a/stubs/pandapower-stubs/topology/graph_searches.pyi
+++ b/stubs/pandapower-stubs/topology/graph_searches.pyi
@@ -1,9 +1,9 @@
 from _typeshed import Incomplete
 from collections.abc import Collection, Container, Generator, Iterable, Set as AbstractSet
-from typing import Literal, TypedDict
+from typing import Any, Literal, TypedDict
 from typing_extensions import TypeAlias
 
-import networkx as nx  # type: ignore[import-untyped]
+import networkx as nx
 import pandas as pd
 
 from pandapower.auxiliary import pandapowerNet
@@ -34,6 +34,7 @@ def calc_distance_to_bus(
     nogobuses: Iterable[int] | None = None,
     notravbuses: Iterable[int] | None = None,
     weight: str | None = "weight",
+    g: nx.MultiGraph[Any] | None = None,
 ) -> pd.Series[float]: ...
 def unsupplied_buses(
     net: pandapowerNet,
diff --git a/stubtest_allowlist.txt b/stubtest_allowlist.txt
index 333efde..2d3908b 100644
--- a/stubtest_allowlist.txt
+++ b/stubtest_allowlist.txt
@@ -5,14 +5,11 @@ pandapower\.build_bus.*
 pandapower\.contingency.*
 pandapower\.control.*
 pandapower\.converter.*
-pandapower\.estimation.*
 pandapower\.grid_equivalents.*
-pandapower\.io_utils.*
 pandapower\.pf.*
 pandapower\.protection.*
 pandapower\.pypower.*
 pandapower\.results.*
-pandapower\.topology.*
 
 # TODO constants
 pandapower\.[A-Z0-9_]+$
@@ -20,11 +17,15 @@ pandapower\.[A-Z0-9_]+$
 # OK stubs-only
 pandapower\._typing
 
-# OK runtime-only
-pandapower\..*\.logger
-pandapower\.(\w+\.)*(nan|zeros|pp_version)
+# OK runtime-only helpers
+pandapower\..*\.(std_)?logger
 pandapower\.(\w+\.)*([a-zA-Z0-9]+_(available|INSTALLED|IMPORTED)|GRAPHS_EQUAL_POSSIBLE|TYPE_CHECKING)
-pandapower\.networks\.pp_dir
+
+# OK runtime-only unintentional reexports
+pandapower\.(nan|pp_version)
+pandapower\.networks\.(nan|pp_dir)
+pandapower\.topology\.BASE_KV
 
 # OK requires optional dependencies
 pandapower\.timeseries\.ts_runpp  # requires numba
+pandapower\.topology\.graph_tool_interface  # requires graph-tool
diff --git a/uv.lock b/uv.lock
index a73ae76..3e55a66 100644
--- a/uv.lock
+++ b/uv.lock
@@ -438,7 +438,7 @@ wheels = [
 
 [[package]]
 name = "geopandas"
-version = "1.1.0"
+version = "1.1.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version >= '3.12'",
@@ -454,9 +454,9 @@ dependencies = [
     { name = "pyproj", version = "3.7.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "shapely", version = "2.1.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/98/ca/e62641e5391285cda854c2802e706e6686f62fc9d919ecf78ff7f8d42654/geopandas-1.1.0.tar.gz", hash = "sha256:d176b084170539044ce7554a1219a4433fa1bfba94035b5a519c8986330e429e", size = 331955, upload-time = "2025-06-01T16:54:30.854Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8c/76/e1960ba846f153ab109575242abf89dc98f8e057faa32f3decf4cce9247a/geopandas-1.1.1.tar.gz", hash = "sha256:1745713f64d095c43e72e08e753dbd271678254b24f2e01db8cdb8debe1d293d", size = 332655, upload-time = "2025-06-26T21:04:56.57Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/be/82/79e02a0e5dd4aca81894842b9d6522624a40048a913c6384efb2987a4144/geopandas-1.1.0-py3-none-any.whl", hash = "sha256:b19b18bdc736ee05b237f5e9184211c452768a4c883f7d7f8421b0cbe1da5875", size = 338014, upload-time = "2025-06-01T16:54:29.239Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/70/d5cd0696eff08e62fdbdebe5b46527facb4e7220eabe0ac6225efab50168/geopandas-1.1.1-py3-none-any.whl", hash = "sha256:589e61aaf39b19828843df16cb90234e72897e2579be236f10eee0d052ad98e8", size = 338365, upload-time = "2025-06-26T21:04:55.139Z" },
 ]
 
 [[package]]
@@ -698,101 +698,92 @@ wheels = [
 
 [[package]]
 name = "lxml"
-version = "5.4.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/76/3d/14e82fc7c8fb1b7761f7e748fd47e2ec8276d137b6acfe5a4bb73853e08f/lxml-5.4.0.tar.gz", hash = "sha256:d12832e1dbea4be280b22fd0ea7c9b87f0d8fc51ba06e92dc62d52f804f78ebd", size = 3679479, upload-time = "2025-04-23T01:50:29.322Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/f5/1f/a3b6b74a451ceb84b471caa75c934d2430a4d84395d38ef201d539f38cd1/lxml-5.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e7bc6df34d42322c5289e37e9971d6ed114e3776b45fa879f734bded9d1fea9c", size = 8076838, upload-time = "2025-04-23T01:44:29.325Z" },
-    { url = "https://files.pythonhosted.org/packages/36/af/a567a55b3e47135b4d1f05a1118c24529104c003f95851374b3748139dc1/lxml-5.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6854f8bd8a1536f8a1d9a3655e6354faa6406621cf857dc27b681b69860645c7", size = 4381827, upload-time = "2025-04-23T01:44:33.345Z" },
-    { url = "https://files.pythonhosted.org/packages/50/ba/4ee47d24c675932b3eb5b6de77d0f623c2db6dc466e7a1f199792c5e3e3a/lxml-5.4.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:696ea9e87442467819ac22394ca36cb3d01848dad1be6fac3fb612d3bd5a12cf", size = 5204098, upload-time = "2025-04-23T01:44:35.809Z" },
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From ad49a06bf85bbb14ddd64cc72b688ba5526afcab Mon Sep 17 00:00:00 2001
From: Ali Hamdan <ali.hamdan.dev@gmail.com>
Date: Sun, 29 Jun 2025 12:31:38 +0200
Subject: [PATCH 2/2] .

---
 stubs/pandapower-stubs/estimation/ppc_conversion.pyi | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/stubs/pandapower-stubs/estimation/ppc_conversion.pyi b/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
index 2e586d4..9234dc9 100644
--- a/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
+++ b/stubs/pandapower-stubs/estimation/ppc_conversion.pyi
@@ -39,9 +39,9 @@ class ExtendedPPCI(UserDict[str, Any]):
     any_i_meas: bool
     any_degree_meas: bool
     non_slack_buses: Array1D[np.int64]
-    non_slack_bus_mask: Array1D[np.bool_]
+    non_slack_bus_mask: Array1D[np.bool]
     num_non_slack_bus: np.int64
-    delta_v_bus_mask: Array1D[np.bool_]
+    delta_v_bus_mask: Array1D[np.bool]
     delta_v_bus_selector: Array1D[np.int64]
     v_init: Array1D[np.float64]
     delta_init: Array1D[np.float64]