From a23a9e0a2baf9a30cc734b6a10382bc778d7f4b8 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2025 17:58:53 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 experiments/008_24hour_forecast/forecast_24hour.py | 1 +
 gradboost_pv/__init__.py                           | 1 +
 gradboost_pv/app.py                                | 1 +
 gradboost_pv/inference/data_feeds.py               | 1 +
 gradboost_pv/inference/models.py                   | 1 +
 gradboost_pv/inference/run.py                      | 1 +
 gradboost_pv/inference/utils.py                    | 1 +
 gradboost_pv/models/base_line.py                   | 1 +
 gradboost_pv/models/basic.py                       | 1 +
 gradboost_pv/models/pretrained.py                  | 1 +
 gradboost_pv/models/quadrant.py                    | 1 +
 gradboost_pv/models/region_filtered.py             | 1 +
 gradboost_pv/models/s3.py                          | 1 +
 gradboost_pv/models/training.py                    | 1 +
 gradboost_pv/models/utils.py                       | 1 +
 gradboost_pv/preprocessing/basic.py                | 1 +
 gradboost_pv/preprocessing/pretrained.py           | 1 +
 gradboost_pv/preprocessing/quadrant_downsample.py  | 1 +
 gradboost_pv/preprocessing/region_filtered.py      | 1 +
 gradboost_pv/save.py                               | 1 +
 gradboost_pv/utils/logger.py                       | 1 +
 gradboost_pv/utils/typing.py                       | 1 +
 scripts/inference/mock_setup.py                    | 1 +
 scripts/models/grid_search_hyperparams.py          | 1 +
 scripts/models/train/region_filtered_model.py      | 1 +
 scripts/preprocessing/basic.py                     | 1 +
 scripts/preprocessing/pretrained.py                | 1 +
 scripts/preprocessing/quadrant_downsample.py       | 1 +
 scripts/preprocessing/uk_region_downsample.py      | 1 +
 setup.py                                           | 1 +
 tests/conftest.py                                  | 1 +
 tests/inference/conftest.py                        | 1 +
 32 files changed, 32 insertions(+)

diff --git a/experiments/008_24hour_forecast/forecast_24hour.py b/experiments/008_24hour_forecast/forecast_24hour.py
index 34be69da..8ef128f5 100644
--- a/experiments/008_24hour_forecast/forecast_24hour.py
+++ b/experiments/008_24hour_forecast/forecast_24hour.py
@@ -1,4 +1,5 @@
 """ Script to load results from the database """
+
 import json
 from datetime import timedelta, timezone
 
diff --git a/gradboost_pv/__init__.py b/gradboost_pv/__init__.py
index 5d4cc1c5..8c7ef9c3 100644
--- a/gradboost_pv/__init__.py
+++ b/gradboost_pv/__init__.py
@@ -1,2 +1,3 @@
 """Library for NationalBoost model"""
+
 __version__ = "1.0.38"
diff --git a/gradboost_pv/app.py b/gradboost_pv/app.py
index 32017e94..72c3ac42 100644
--- a/gradboost_pv/app.py
+++ b/gradboost_pv/app.py
@@ -1,4 +1,5 @@
 """Script to simulate data read, model inference and prediction write"""
+
 import logging
 import os
 import pathlib
diff --git a/gradboost_pv/inference/data_feeds.py b/gradboost_pv/inference/data_feeds.py
index 635ba11d..a81d6b4f 100644
--- a/gradboost_pv/inference/data_feeds.py
+++ b/gradboost_pv/inference/data_feeds.py
@@ -1,4 +1,5 @@
 """Datafeeds for model inference"""
+
 import logging
 import os
 from dataclasses import dataclass
diff --git a/gradboost_pv/inference/models.py b/gradboost_pv/inference/models.py
index 126f8d06..ef43156d 100644
--- a/gradboost_pv/inference/models.py
+++ b/gradboost_pv/inference/models.py
@@ -1,4 +1,5 @@
 """Models used for inference"""
+
 import logging
 from abc import ABC, abstractmethod
 from dataclasses import dataclass, field
diff --git a/gradboost_pv/inference/run.py b/gradboost_pv/inference/run.py
index d1b0c6e4..07bb8d25 100644
--- a/gradboost_pv/inference/run.py
+++ b/gradboost_pv/inference/run.py
@@ -1,4 +1,5 @@
 """Model inference pipeline"""
+
 import logging
 from pathlib import Path
 from typing import Dict
diff --git a/gradboost_pv/inference/utils.py b/gradboost_pv/inference/utils.py
index b75cf9c6..9fbfd32f 100644
--- a/gradboost_pv/inference/utils.py
+++ b/gradboost_pv/inference/utils.py
@@ -1,4 +1,5 @@
 """ functions to filter forecasts on the sun """
+
 import logging
 from datetime import datetime, timezone
 from typing import List
diff --git a/gradboost_pv/models/base_line.py b/gradboost_pv/models/base_line.py
index e2c6cfd2..7776ae95 100644
--- a/gradboost_pv/models/base_line.py
+++ b/gradboost_pv/models/base_line.py
@@ -1,4 +1,5 @@
 """Baseline NWP model with no NWP data"""
+
 from typing import Tuple
 
 import numpy as np
diff --git a/gradboost_pv/models/basic.py b/gradboost_pv/models/basic.py
index 3d0083ed..44f97746 100644
--- a/gradboost_pv/models/basic.py
+++ b/gradboost_pv/models/basic.py
@@ -1,4 +1,5 @@
 """Basic Model with single point downsampling"""
+
 from pathlib import Path
 from typing import Tuple
 
diff --git a/gradboost_pv/models/pretrained.py b/gradboost_pv/models/pretrained.py
index 2c49179e..81f93613 100644
--- a/gradboost_pv/models/pretrained.py
+++ b/gradboost_pv/models/pretrained.py
@@ -1,4 +1,5 @@
 """Model built from pre-trained CNN passthrough"""
+
 from pathlib import Path
 from typing import Tuple
 
diff --git a/gradboost_pv/models/quadrant.py b/gradboost_pv/models/quadrant.py
index d590ffee..094749e5 100644
--- a/gradboost_pv/models/quadrant.py
+++ b/gradboost_pv/models/quadrant.py
@@ -1,4 +1,5 @@
 """Quadrant model - 4 point geospatial downsampling"""
+
 from pathlib import Path
 from typing import Tuple
 
diff --git a/gradboost_pv/models/region_filtered.py b/gradboost_pv/models/region_filtered.py
index 4ac4fe33..a61698ff 100644
--- a/gradboost_pv/models/region_filtered.py
+++ b/gradboost_pv/models/region_filtered.py
@@ -1,4 +1,5 @@
 """Model using geospatial masking"""
+
 from pathlib import Path
 from typing import Tuple
 
diff --git a/gradboost_pv/models/s3.py b/gradboost_pv/models/s3.py
index 149eb1cd..ffc881d0 100644
--- a/gradboost_pv/models/s3.py
+++ b/gradboost_pv/models/s3.py
@@ -1,4 +1,5 @@
 """S3 Interaction Utilities"""
+
 import logging
 import os
 from io import BytesIO
diff --git a/gradboost_pv/models/training.py b/gradboost_pv/models/training.py
index 74a5e5f6..12fd0d5e 100644
--- a/gradboost_pv/models/training.py
+++ b/gradboost_pv/models/training.py
@@ -1,4 +1,5 @@
 """Functions for model training"""
+
 import dataclasses
 import json
 from dataclasses import dataclass
diff --git a/gradboost_pv/models/utils.py b/gradboost_pv/models/utils.py
index 0921369f..cb535496 100644
--- a/gradboost_pv/models/utils.py
+++ b/gradboost_pv/models/utils.py
@@ -1,4 +1,5 @@
 """Model utilities"""
+
 import logging
 from pathlib import Path
 from typing import Callable, Tuple, Union
diff --git a/gradboost_pv/preprocessing/basic.py b/gradboost_pv/preprocessing/basic.py
index c6c83fbd..d7193910 100644
--- a/gradboost_pv/preprocessing/basic.py
+++ b/gradboost_pv/preprocessing/basic.py
@@ -1,4 +1,5 @@
 """Basic NWP Preprocessing"""
+
 from pathlib import Path
 from typing import Optional
 
diff --git a/gradboost_pv/preprocessing/pretrained.py b/gradboost_pv/preprocessing/pretrained.py
index bd941eee..1a53b971 100644
--- a/gradboost_pv/preprocessing/pretrained.py
+++ b/gradboost_pv/preprocessing/pretrained.py
@@ -1,4 +1,5 @@
 """Process NWP data with pretrained model"""
+
 from math import ceil, floor
 from pathlib import Path
 from typing import Callable, Iterable, Iterator, Optional, Tuple
diff --git a/gradboost_pv/preprocessing/quadrant_downsample.py b/gradboost_pv/preprocessing/quadrant_downsample.py
index 348689f8..138b6a9f 100644
--- a/gradboost_pv/preprocessing/quadrant_downsample.py
+++ b/gradboost_pv/preprocessing/quadrant_downsample.py
@@ -1,4 +1,5 @@
 """Quadrant downsampling preprocessing"""
+
 from pathlib import Path
 from typing import Optional
 
diff --git a/gradboost_pv/preprocessing/region_filtered.py b/gradboost_pv/preprocessing/region_filtered.py
index 4efb4e6e..9ec1a62d 100644
--- a/gradboost_pv/preprocessing/region_filtered.py
+++ b/gradboost_pv/preprocessing/region_filtered.py
@@ -1,4 +1,5 @@
 """Preprocess NWP data using geospatial mask"""
+
 import itertools
 import logging
 import multiprocessing as mp
diff --git a/gradboost_pv/save.py b/gradboost_pv/save.py
index fddc7171..2b5f93a7 100644
--- a/gradboost_pv/save.py
+++ b/gradboost_pv/save.py
@@ -1,4 +1,5 @@
 """ Function to save results to datbase """
+
 import logging
 
 import pandas as pd
diff --git a/gradboost_pv/utils/logger.py b/gradboost_pv/utils/logger.py
index 9a0cb5fa..b1fd1ec2 100644
--- a/gradboost_pv/utils/logger.py
+++ b/gradboost_pv/utils/logger.py
@@ -1,4 +1,5 @@
 """Configure logging"""
+
 import logging
 
 logging_config = dict(
diff --git a/gradboost_pv/utils/typing.py b/gradboost_pv/utils/typing.py
index e429d8b5..10670906 100644
--- a/gradboost_pv/utils/typing.py
+++ b/gradboost_pv/utils/typing.py
@@ -1,4 +1,5 @@
 """Basic types used in package"""
+
 from typing import Union
 
 import numpy as np
diff --git a/scripts/inference/mock_setup.py b/scripts/inference/mock_setup.py
index 5fac9d05..7c7dc195 100644
--- a/scripts/inference/mock_setup.py
+++ b/scripts/inference/mock_setup.py
@@ -1,4 +1,5 @@
 """Script to simulate data read, model inference and prediction write"""
+
 from argparse import ArgumentParser
 from pathlib import Path
 from typing import Callable, Tuple
diff --git a/scripts/models/grid_search_hyperparams.py b/scripts/models/grid_search_hyperparams.py
index 70f231cc..15073039 100644
--- a/scripts/models/grid_search_hyperparams.py
+++ b/scripts/models/grid_search_hyperparams.py
@@ -1,4 +1,5 @@
 """Script for Hyperparameter gridsearch"""
+
 import pickle
 from argparse import ArgumentParser
 from pathlib import Path
diff --git a/scripts/models/train/region_filtered_model.py b/scripts/models/train/region_filtered_model.py
index b0460645..815fb371 100644
--- a/scripts/models/train/region_filtered_model.py
+++ b/scripts/models/train/region_filtered_model.py
@@ -1,4 +1,5 @@
 """Model training script"""
+
 import logging
 from argparse import ArgumentParser, BooleanOptionalAction
 from pathlib import Path
diff --git a/scripts/preprocessing/basic.py b/scripts/preprocessing/basic.py
index e4ed4cf3..3efe1629 100644
--- a/scripts/preprocessing/basic.py
+++ b/scripts/preprocessing/basic.py
@@ -1,4 +1,5 @@
 """Script to process using Basic downsampling"""
+
 from argparse import ArgumentParser
 from pathlib import Path
 
diff --git a/scripts/preprocessing/pretrained.py b/scripts/preprocessing/pretrained.py
index f90e3c5a..7c166339 100644
--- a/scripts/preprocessing/pretrained.py
+++ b/scripts/preprocessing/pretrained.py
@@ -1,4 +1,5 @@
 """Script for preprocessing NWP with pretrained CNN"""
+
 from argparse import ArgumentParser
 from math import ceil
 from pathlib import Path
diff --git a/scripts/preprocessing/quadrant_downsample.py b/scripts/preprocessing/quadrant_downsample.py
index 31772b7c..6e6cfb00 100644
--- a/scripts/preprocessing/quadrant_downsample.py
+++ b/scripts/preprocessing/quadrant_downsample.py
@@ -1,4 +1,5 @@
 """Script to perform quadrant downsampling of NWP data."""
+
 from argparse import ArgumentParser
 from pathlib import Path
 
diff --git a/scripts/preprocessing/uk_region_downsample.py b/scripts/preprocessing/uk_region_downsample.py
index dc1ae68c..91b21c8c 100644
--- a/scripts/preprocessing/uk_region_downsample.py
+++ b/scripts/preprocessing/uk_region_downsample.py
@@ -1,4 +1,5 @@
 """Script for processing raw NWP data"""
+
 import datetime as dt
 import itertools
 from argparse import ArgumentParser
diff --git a/setup.py b/setup.py
index 8ef11a22..1ac38ce1 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,5 @@
 """ Usual setup file for package """
+
 # read the contents of your README file
 from pathlib import Path
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 5891b265..bb1451a4 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,4 +1,5 @@
 """ Configure and load test NWP/PV data """
+
 from pathlib import Path
 from typing import List
 
diff --git a/tests/inference/conftest.py b/tests/inference/conftest.py
index 813a7e21..e07efddb 100644
--- a/tests/inference/conftest.py
+++ b/tests/inference/conftest.py
@@ -1,4 +1,5 @@
 """Generate s3 client, and model configs for testing"""
+
 from pathlib import Path
 
 import pytest