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Jun 2, 2025
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update examples with python3.13 and pandapower3.1 #311

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152 changes: 138 additions & 14 deletions docs/examples/arrow_example.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -120,13 +120,6 @@
"In this example, we use the respective primitive types for the symmetrical attributes and a `FixedSizeListArray` of the primitive types with length 3 for asymmetrical attributes. This results in them being stored as contiguous memory which would enable zero-copy conversion. Other possible workarounds to this are possible, but are beyond the scope of this example."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
Expand All @@ -146,10 +139,10 @@
"name": "stdout",
"output_type": "stream",
"text": [
"-------node scehma-------\n",
"-------node schema-------\n",
"id: int32\n",
"u_rated: double\n",
"-------asym load scehma-------\n",
"-------asym load schema-------\n",
"id: int32\n",
"node: int32\n",
"status: int8\n",
Expand Down Expand Up @@ -292,7 +285,8 @@
{
"data": {
"text/plain": [
"{'id': array([1, 2, 3]), 'u_rated': array([10500., 10500., 10500.])}"
"{'id': array([1, 2, 3], dtype=int32),\n",
" 'u_rated': array([10500., 10500., 10500.])}"
]
},
"execution_count": 5,
Expand Down Expand Up @@ -373,6 +367,87 @@
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
"name": "id",
"rawType": "int32",
"type": "integer"
},
{
"name": "energized",
"rawType": "int8",
"type": "integer"
},
{
"name": "u_pu",
"rawType": "float64",
"type": "float"
},
{
"name": "u",
"rawType": "float64",
"type": "float"
},
{
"name": "u_angle",
"rawType": "float64",
"type": "float"
},
{
"name": "p",
"rawType": "float64",
"type": "float"
},
{
"name": "q",
"rawType": "float64",
"type": "float"
}
],
"ref": "e0a1569d-3e2d-49e8-9326-80be633fd4da",
"rows": [
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"0",
"1",
"1",
"1.000324825742982",
"10503.410670301311",
"-6.651843181518038e-05",
"338777.2462788448",
"-3299418.661306348"
],
[
"1",
"2",
"1",
"1.0028788641128945",
"10530.228073185392",
"-0.0029317915196012487",
"-1.0000002693184182",
"-0.5000000701801947"
],
[
"2",
"3",
"1",
"1.004112854674026",
"10543.184974077272",
"-0.004341587216862092",
"-1.9999998867105226",
"-1.4999998507078594"
]
],
"shape": {
"columns": 7,
"rows": 3
}
},
"text/html": [
"<div>\n",
"<style scoped>\n",
Expand Down Expand Up @@ -608,8 +683,8 @@
{
"data": {
"text/plain": [
"{'id': array([7, 8]),\n",
" 'node': array([2, 3]),\n",
"{'id': array([7, 8], dtype=int32),\n",
" 'node': array([2, 3], dtype=int32),\n",
" 'status': array([1, 1], dtype=int8),\n",
" 'type': array([0, 0], dtype=int8),\n",
" 'p_specified': array([[1.0e+00, 1.0e-02, 1.1e-02],\n",
Expand Down Expand Up @@ -664,6 +739,55 @@
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
"name": "0",
"rawType": "float64",
"type": "float"
},
{
"name": "1",
"rawType": "float64",
"type": "float"
},
{
"name": "2",
"rawType": "float64",
"type": "float"
}
],
"ref": "582802e2-e012-4e14-9c47-0157e97ec045",
"rows": [
[
"0",
"-6.651848125694397e-05",
"-2.094461573665813",
"2.09432849798745"
],
[
"1",
"-0.0029298831864832267",
"-2.0973219974462594",
"2.0914640024381836"
],
[
"2",
"-0.004337685507209373",
"-2.098732840554144",
"2.0900574062078014"
]
],
"shape": {
"columns": 3,
"rows": 3
}
},
"text/html": [
"<div>\n",
"<style scoped>\n",
Expand Down Expand Up @@ -827,7 +951,7 @@
],
"metadata": {
"kernelspec": {
"display_name": ".venv",
"display_name": "venv",
"language": "python",
"name": "python3"
},
Expand All @@ -841,7 +965,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.0"
"version": "3.13.3"
},
"orig_nbformat": 4
},
Expand Down
36 changes: 18 additions & 18 deletions docs/examples/data/pandapower/example_simple_input.json
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Original file line number Diff line number Diff line change
@@ -1,28 +1,28 @@
{
"node":
[
{"id": 0, "u_rated": 110000.0, "id_reference": {"table": "bus", "index": 101}},
{"id": 1, "u_rated": 20000.0, "id_reference": {"table": "bus", "index": 102}},
{"id": 2, "u_rated": 20000.0, "id_reference": {"table": "bus", "index": 103}},
{"id": 3, "u_rated": 30100.0, "id_reference": {"table": "bus", "index": 104}},
{"id": 4, "u_rated": 60000.0, "id_reference": {"table": "bus", "index": 105}},
{"id": 5, "u_rated": 110000.0, "id_reference": {"table": "bus", "index": 106}}
{"id": 0, "u_rated": 110000, "id_reference": {"table": "bus", "index": 101}},
{"id": 1, "u_rated": 20000, "id_reference": {"table": "bus", "index": 102}},
{"id": 2, "u_rated": 20000, "id_reference": {"table": "bus", "index": 103}},
{"id": 3, "u_rated": 30100, "id_reference": {"table": "bus", "index": 104}},
{"id": 4, "u_rated": 60000, "id_reference": {"table": "bus", "index": 105}},
{"id": 5, "u_rated": 110000, "id_reference": {"table": "bus", "index": 106}}
],
"line":
[
{"id": 6, "from_node": 2, "to_node": 1, "from_status": 1, "to_status": 1, "r1": 0.12792, "x1": 0.0492, "c1": 6.4206e-07, "tan1": 0.0, "i_n": 108.0, "id_reference": {"table": "line", "index": 101}, "pgm_input": {"from_node": 2, "to_node": 1, "i_n": 108.0}}
{"id": 6, "from_node": 2, "to_node": 1, "from_status": 1, "to_status": 1, "r1": 0.12792, "x1": 0.0492, "c1": 6.4206e-07, "tan1": 0, "i_n": 108, "id_reference": {"table": "line", "index": 101}, "pgm_input": {"from_node": 2, "to_node": 1, "i_n": 108.0}}
],
"source":
[
{"id": 7, "node": 0, "status": 1, "u_ref": 1.0, "u_ref_angle": 0.0, "sk": 1e+16, "rx_ratio": 0.0, "id_reference": {"table": "ext_grid", "index": 1}, "pgm_input": {"node": 0}}
{"id": 7, "node": 0, "status": 1, "u_ref": 1, "u_ref_angle": 0, "sk": 10000000000000000, "rx_ratio": 0, "id_reference": {"table": "ext_grid", "index": 1}, "pgm_input": {"node": 0}}
],
"sym_load":
[
{"id": 8, "node": 2, "status": 1, "type": 0, "p_specified": 575000.0, "q_specified": 55200.0, "id_reference": {"table": "load", "name": "const_power", "index": 101}, "pgm_input": {"node": 2}},
{"id": 9, "node": 2, "status": 1, "type": 1, "p_specified": 1275000.0, "q_specified": 122400.0, "id_reference": {"table": "load", "name": "const_impedance", "index": 101}, "pgm_input": {"node": 2}},
{"id": 10, "node": 2, "status": 1, "type": 2, "p_specified": 650000.0, "q_specified": 62400.0, "id_reference": {"table": "load", "name": "const_current", "index": 101}, "pgm_input": {"node": 2}},
{"id": 18, "node": 4, "status": 1, "type": 0, "p_specified": 100000.0, "q_specified": 100000.0, "id_reference": {"table": "ward", "name": "ward_const_power_load", "index": 34}, "pgm_input": {"node": 4}},
{"id": 19, "node": 4, "status": 1, "type": 1, "p_specified": 100000.0, "q_specified": 100000.0, "id_reference": {"table": "ward", "name": "ward_const_impedance_load", "index": 34}, "pgm_input": {"node": 4}},
{"id": 8, "node": 2, "status": 1, "type": 0, "p_specified": 575000, "q_specified": 55200, "id_reference": {"table": "load", "name": "const_power", "index": 101}, "pgm_input": {"node": 2}},
{"id": 9, "node": 2, "status": 1, "type": 1, "p_specified": 1275000, "q_specified": 122400, "id_reference": {"table": "load", "name": "const_impedance", "index": 101}, "pgm_input": {"node": 2}},
{"id": 10, "node": 2, "status": 1, "type": 2, "p_specified": 650000, "q_specified": 62400, "id_reference": {"table": "load", "name": "const_current", "index": 101}, "pgm_input": {"node": 2}},
{"id": 18, "node": 4, "status": 1, "type": 0, "p_specified": 100000, "q_specified": 100000, "id_reference": {"table": "ward", "name": "ward_const_power_load", "index": 34}, "pgm_input": {"node": 4}},
{"id": 19, "node": 4, "status": 1, "type": 1, "p_specified": 100000, "q_specified": 100000, "id_reference": {"table": "ward", "name": "ward_const_impedance_load", "index": 34}, "pgm_input": {"node": 4}},
{"id": 20, "node": 4, "status": 1, "type": 0, "p_specified": 71111.11111111111, "q_specified": 34440.68301069173, "id_reference": {"table": "motor", "name": "motor_load", "index": 12}, "pgm_input": {"node": 4}}
],
"shunt":
Expand All @@ -31,26 +31,26 @@
],
"transformer":
[
{"id": 12, "from_node": 0, "to_node": 1, "from_status": 1, "to_status": 1, "u1": 110000.0, "u2": 20000.0, "sn": 80000000.0, "uk": 0.17800000000000002, "pk": 8176000.0, "i0": 0.03, "p0": 23200.0, "winding_from": 2, "winding_to": 1, "clock": 1, "tap_side": 0, "tap_pos": 2, "tap_min": -1, "tap_max": 3, "tap_nom": 1, "tap_size": 2200.0, "id_reference": {"table": "trafo", "index": 101}, "pgm_input": {"from_node": 0, "to_node": 1}, "pp_input": {"df": 1.0}}
{"id": 12, "from_node": 0, "to_node": 1, "from_status": 1, "to_status": 1, "u1": 110000, "u2": 20000, "sn": 80000000, "uk": 0.17800000000000002, "pk": 8176000, "i0": 0.03, "p0": 23200, "winding_from": 2, "winding_to": 1, "clock": 1, "tap_side": 0, "tap_pos": 2, "tap_min": -1, "tap_max": 3, "tap_nom": 1, "tap_size": 2200, "id_reference": {"table": "trafo", "index": 101}, "pgm_input": {"from_node": 0, "to_node": 1}, "pp_input": {"df": 1.0}}
],
"sym_gen":
[
{"id": 13, "node": 4, "status": 1, "type": 0, "p_specified": 1210000.0, "q_specified": 810000.0, "id_reference": {"table": "sgen", "index": 31}, "pgm_input": {"node": 4}}
{"id": 13, "node": 4, "status": 1, "type": 0, "p_specified": 1210000, "q_specified": 810000, "id_reference": {"table": "sgen", "index": 31}, "pgm_input": {"node": 4}}
],
"three_winding_transformer":
[
{"id": 14, "node_1": 2, "node_2": 4, "node_3": 3, "status_1": 1, "status_2": 1, "status_3": 1, "u1": 20000.0, "u2": 60000.0, "u3": 30100.0, "sn_1": 40000000.0, "sn_2": 100000000.0, "sn_3": 50000000.0, "uk_12": 0.1, "uk_13": 0.12, "uk_23": 0.11, "pk_12": 400000.0, "pk_13": 1600000.0, "pk_23": 1000000.0, "i0": 0.001, "p0": 10000.0, "winding_1": 2, "winding_2": 1, "winding_3": 0, "clock_12": 1, "clock_13": 1, "tap_side": 2, "tap_pos": 2, "tap_min": 1, "tap_max": 3, "tap_nom": 2, "tap_size": 903.0, "id_reference": {"table": "trafo3w", "index": 102}, "pgm_input": {"node_1": 2, "node_2": 4, "node_3": 3}}
{"id": 14, "node_1": 2, "node_2": 4, "node_3": 3, "status_1": 1, "status_2": 1, "status_3": 1, "u1": 20000, "u2": 60000, "u3": 30100, "sn_1": 40000000, "sn_2": 100000000, "sn_3": 50000000, "uk_12": 0.1, "uk_13": 0.12, "uk_23": 0.11, "pk_12": 400000, "pk_13": 1600000, "pk_23": 1000000, "i0": 0.001, "p0": 10000, "winding_1": 2, "winding_2": 1, "winding_3": 0, "clock_12": 1, "clock_13": 1, "tap_side": 2, "tap_pos": 2, "tap_min": 1, "tap_max": 3, "tap_nom": 2, "tap_size": 903, "id_reference": {"table": "trafo3w", "index": 102}, "pgm_input": {"node_1": 2, "node_2": 4, "node_3": 3}}
],
"link":
[
{"id": 15, "from_node": 0, "to_node": 5, "from_status": 1, "to_status": 1, "id_reference": {"table": "switch", "name": "b2b_switches", "index": 3021}, "pgm_input": {"from_node": 0, "to_node": 5}}
],
"asym_load":
[
{"id": 16, "node": 4, "status": 1, "type": 0, "p_specified": [100000.0, 200000.0, 3000000.0], "q_specified": [10000.0, 10000.0, 10000.0], "id_reference": {"table": "asymmetric_load", "index": 33}, "pgm_input": {"node": 4}}
{"id": 16, "node": 4, "status": 1, "type": 0, "p_specified": [100000, 200000, 3000000], "q_specified": [10000, 10000, 10000], "id_reference": {"table": "asymmetric_load", "index": 33}, "pgm_input": {"node": 4}}
],
"asym_gen":
[
{"id": 17, "node": 4, "status": 1, "type": 0, "p_specified": [100000.0, 200000.0, 3000000.0], "q_specified": [10000.0, 10000.0, 10000.0], "id_reference": {"table": "asymmetric_sgen", "index": 32}, "pgm_input": {"node": 4}}
{"id": 17, "node": 4, "status": 1, "type": 0, "p_specified": [100000, 200000, 3000000], "q_specified": [10000, 10000, 10000], "id_reference": {"table": "asymmetric_sgen", "index": 32}, "pgm_input": {"node": 4}}
]
}
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