[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

data-science-for-esm/14-workshop-linopy.ipynb

@@ -559,7 +559,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "obj = (x + 2 * y).sum()\n"
+    "obj = (x + 2 * y).sum()"
    ]
   },
   {
@@ -701,9 +701,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "marginal_costs = pd.Series(\n",
-    "    [0, 30, 60, 80], index=[\"Wind\", \"Coal\", \"Gas\", \"Oil\"]\n",
-    ")\n",
+    "marginal_costs = pd.Series([0, 30, 60, 80], index=[\"Wind\", \"Coal\", \"Gas\", \"Oil\"])\n",
     "marginal_costs"
    ]
   },
@@ -722,9 +720,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "capacities = pd.Series(\n",
-    "    [3000, 35000, 8000, 2000], index=[\"Wind\", \"Coal\", \"Gas\", \"Oil\"]\n",
-    ")\n",
+    "capacities = pd.Series([3000, 35000, 8000, 2000], index=[\"Wind\", \"Coal\", \"Gas\", \"Oil\"])\n",
     "capacities"
    ]
   },
@@ -781,9 +777,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "g = m.add_variables(\n",
-    "    lower=0, upper=capacities, coords=[capacities.index], name=\"g\"\n",
-    ")\n",
+    "g = m.add_variables(lower=0, upper=capacities, coords=[capacities.index], name=\"g\")\n",
     "g"
    ]
   },
@@ -1247,7 +1241,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "time_index = pd.Index([0,1,2,3], name=\"time\")\n",
+    "time_index = pd.Index([0, 1, 2, 3], name=\"time\")\n",
     "time_index"
    ]
   },
@@ -1260,11 +1254,11 @@
    "source": [
     "capacity_factors = pd.DataFrame(\n",
     "    {\n",
-    "        \"Coal\": 4*[1],\n",
+    "        \"Coal\": 4 * [1],\n",
     "        \"Wind\": [0.3, 0.6, 0.4, 0.5],\n",
-    "        \"Gas\": 4*[1],\n",
-    "        \"Oil\": 4*[1],\n",
-    "        \"Hydro\": 4*[1],\n",
+    "        \"Gas\": 4 * [1],\n",
+    "        \"Oil\": 4 * [1],\n",
+    "        \"Hydro\": 4 * [1],\n",
     "    },\n",
     "    index=time_index,\n",
     "    columns=generators,\n",
@@ -1281,9 +1275,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "load = pd.Series(\n",
-    "    [42000, 43000, 45000, 46000], index=time_index\n",
-    ")\n",
+    "load = pd.Series([42000, 43000, 45000, 46000], index=time_index)\n",
     "load.index.name = \"time\""
    ]
   },
@@ -1324,9 +1316,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "g = m.add_variables(\n",
-    "    lower=0, upper=capacities * capacity_factors, name=\"g\"\n",
-    ")\n",
+    "g = m.add_variables(lower=0, upper=capacities * capacity_factors, name=\"g\")\n",
     "g"
    ]
   },
@@ -1536,7 +1526,10 @@
    "outputs": [],
    "source": [
     "m.add_constraints(\n",
-    "    battery_soc.loc[1:] == (1 - standing_loss) * battery_soc.shift(time=1).loc[1:] + efficiency * battery_charge.loc[1:] - 1 / efficiency * battery_discharge.loc[1:],\n",
+    "    battery_soc.loc[1:]\n",
+    "    == (1 - standing_loss) * battery_soc.shift(time=1).loc[1:]\n",
+    "    + efficiency * battery_charge.loc[1:]\n",
+    "    - 1 / efficiency * battery_discharge.loc[1:],\n",
     "    name=\"soc_consistency\",\n",
     ")"
    ]
@@ -1685,9 +1678,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "esm-2024",
+   "display_name": "",
    "language": "python",
-   "name": "python3"
+   "name": ""
   },
   "language_info": {
    "codemirror_mode": {