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

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

Author: pre-commit-ci[bot]

ocf_datapipes/training/pvnet_site.py

@@ -1,8 +1,8 @@
 """Create the training/validation datapipe for training the PVNet Model"""
 
 import logging
-from functools import partial
 from datetime import datetime, timedelta
+from functools import partial
 from typing import List, Optional
 
 import xarray as xr
@@ -249,7 +249,7 @@ def construct_sliced_data_pipeline(
                 normalize_provider = "gfs_india"
             else:
                 normalize_provider = conf_nwp[nwp_key].nwp_provider
-          
+
             nwp_datapipes_dict[nwp_key] = nwp_datapipe.normalize(
                 mean=NWP_MEANS[normalize_provider],
                 std=NWP_STDS[normalize_provider],

ocf_datapipes/utils/consts.py

@@ -47,7 +47,7 @@ def __getitem__(self, key):
     "excarta",
     "merra2",
     "merra2_uk",
-    "mo_global"
+    "mo_global",
 ]
 
 # ------ UKV
@@ -133,7 +133,7 @@ def __getitem__(self, key):
 UKV_STD = _to_data_array(UKV_STD)
 UKV_MEAN = _to_data_array(UKV_MEAN)
 
-# --- MO Global 
+# --- MO Global
 
 MO_GLOBAL_INDIA_MEAN = {
     "temperature_sl": 295.34392488,
@@ -148,7 +148,7 @@ def __getitem__(self, key):
     "visibility_sl": 23181.81547681,
 }
 
-MO_GLOBAL_INDIA_STD = {   
+MO_GLOBAL_INDIA_STD = {
     "temperature_sl": 12.26983825,
     "wind_u_component_10m": 3.45169835,
     "wind_v_component_10m": 2.9825603,
@@ -219,34 +219,34 @@ def __getitem__(self, key):
     "prate": 5.965701e-05,
     "u10": 3.4826114,
     "v10": 3.167296,
-    "u100":4.140226,
-    "v100":3.984121,
+    "u100": 4.140226,
+    "v100": 3.984121,
     "dlwrf": 79.30329,
     "dswrf": 325.58582,
     "hcc": 39.91955,
     "lcc": 23.208075,
-    "mcc": 33.283035, 
-    "r": 25.545837, 
+    "mcc": 33.283035,
+    "r": 25.545837,
     "sde": 0.10192183,
     "tcc": 42.583195,
-    "vis": 3491.437
+    "vis": 3491.437,
 }
 GFS_INDIA_MEAN_DICT = {
     "t": 298.27713,
     "prate": 1.7736e-05,
     "u10": 1.5782778,
     "v10": 0.09856875,
-    "u100":1.4558668,
-    "v100":-0.28256148,
+    "u100": 1.4558668,
+    "v100": -0.28256148,
     "dlwrf": 356.57776,
     "dswrf": 284.358,
     "hcc": 26.965801,
     "lcc": 9.2288,
-    "mcc": 17.2132, 
-    "r": 38.2474, 
+    "mcc": 17.2132,
+    "r": 38.2474,
     "sde": 0.02070413,
     "tcc": 36.962795,
-    "vis": 23386.936
+    "vis": 23386.936,
 }
 
 
@@ -444,7 +444,7 @@ def __getitem__(self, key):
     excarta=EXCARTA_STD,
     merra2=MERRA2_STD,
     merra2_uk=UK_MERRA2_STD,
-    mo_global=MO_GLOBAL_INDIA_STD
+    mo_global=MO_GLOBAL_INDIA_STD,
 )
 NWP_MEANS = NWPStatDict(
     ukv=UKV_MEAN,
@@ -455,7 +455,7 @@ def __getitem__(self, key):
     excarta=EXCARTA_MEAN,
     merra2=MERRA2_MEAN,
     merra2_uk=UK_MERRA2_MEAN,
-    mo_global=MO_GLOBAL_INDIA_MEAN
+    mo_global=MO_GLOBAL_INDIA_MEAN,
 )
 
 # --------------------------- SATELLITE ------------------------------