From 3dab20d2f1571fd31e3f71760b7f1644ac302307 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 7 Oct 2024 18:19:44 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v5.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.4.0...v5.0.0)
- https://github.com/charliermarsh/ruff-pre-commit → https://github.com/astral-sh/ruff-pre-commit
- [github.com/astral-sh/ruff-pre-commit: v0.0.261 → v0.6.9](https://github.com/astral-sh/ruff-pre-commit/compare/v0.0.261...v0.6.9)
- [github.com/psf/black: 23.3.0 → 24.8.0](https://github.com/psf/black/compare/23.3.0...24.8.0)
- [github.com/pre-commit/mirrors-prettier: v3.0.0-alpha.6 → v4.0.0-alpha.8](https://github.com/pre-commit/mirrors-prettier/compare/v3.0.0-alpha.6...v4.0.0-alpha.8)
---
 .pre-commit-config.yaml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 79266f9..f3acaf8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@ default_language_version:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v5.0.0
     hooks:
       # list of supported hooks: https://pre-commit.com/hooks.html
       - id: trailing-whitespace
@@ -12,20 +12,20 @@ repos:
       - id: detect-private-key
 
   # python code formatting/linting
-  - repo: https://github.com/charliermarsh/ruff-pre-commit
+  - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: "v0.0.261"
+    rev: "v0.6.9"
     hooks:
       - id: ruff
         args: [--fix]
   - repo: https://github.com/psf/black
-    rev: 23.3.0
+    rev: 24.8.0
     hooks:
       - id: black
         args: [--line-length, "100"]
   # yaml formatting
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.0-alpha.6
+    rev: v4.0.0-alpha.8
     hooks:
       - id: prettier
         types: [yaml]

From 32188ae0c36440df680016151b159d7a58e89845 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 7 Oct 2024 18:20:59 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 metnet/layers/ConditionWithTimeMetNet2.py | 1 +
 metnet/layers/ConvLSTM.py                 | 1 +
 metnet/layers/DilatedCondConv.py          | 1 +
 metnet/layers/MBConv.py                   | 1 +
 metnet/layers/MaxViT.py                   | 1 +
 metnet/layers/MultiheadSelfAttention2D.py | 1 +
 metnet/layers/PartitionAttention.py       | 1 +
 metnet/layers/RelativePositionBias.py     | 1 +
 metnet/layers/SqueezeExcitation.py        | 1 +
 metnet/layers/StochasticDepth.py          | 1 +
 metnet/models/metnet2.py                  | 1 +
 metnet/utils.py                           | 1 +
 12 files changed, 12 insertions(+)

diff --git a/metnet/layers/ConditionWithTimeMetNet2.py b/metnet/layers/ConditionWithTimeMetNet2.py
index 365e866..9cb1468 100755
--- a/metnet/layers/ConditionWithTimeMetNet2.py
+++ b/metnet/layers/ConditionWithTimeMetNet2.py
@@ -1,4 +1,5 @@
 """Condition with time how MetNet-22 does it, with FiLM layers"""
+
 import einops
 import torch
 from torch import nn as nn
diff --git a/metnet/layers/ConvLSTM.py b/metnet/layers/ConvLSTM.py
index fb0f40c..e7406a8 100755
--- a/metnet/layers/ConvLSTM.py
+++ b/metnet/layers/ConvLSTM.py
@@ -1,4 +1,5 @@
 """Originally adapted from https://github.com/aserdega/convlstmgru, MIT License Andriy Serdega"""
+
 from typing import Any, List, Optional
 
 import torch
diff --git a/metnet/layers/DilatedCondConv.py b/metnet/layers/DilatedCondConv.py
index 704bb0d..84f43b8 100755
--- a/metnet/layers/DilatedCondConv.py
+++ b/metnet/layers/DilatedCondConv.py
@@ -1,4 +1,5 @@
 """Dilated Time Conditioned Residual Convolution Block for MetNet-2"""
+
 import torch
 import torch.nn as nn
 import torch.nn.functional as F
diff --git a/metnet/layers/MBConv.py b/metnet/layers/MBConv.py
index 97a801e..6f8973c 100644
--- a/metnet/layers/MBConv.py
+++ b/metnet/layers/MBConv.py
@@ -1,6 +1,7 @@
 """
 MBConv Implementation
 """
+
 from typing import Type
 
 import torch
diff --git a/metnet/layers/MaxViT.py b/metnet/layers/MaxViT.py
index ab9cb7b..faa2147 100644
--- a/metnet/layers/MaxViT.py
+++ b/metnet/layers/MaxViT.py
@@ -1,6 +1,7 @@
 """
 Implementation of MaxViT module
 """
+
 from dataclasses import dataclass
 from typing import List, Tuple, Type, Union
 
diff --git a/metnet/layers/MultiheadSelfAttention2D.py b/metnet/layers/MultiheadSelfAttention2D.py
index eeb9d5e..b516c57 100644
--- a/metnet/layers/MultiheadSelfAttention2D.py
+++ b/metnet/layers/MultiheadSelfAttention2D.py
@@ -1,6 +1,7 @@
 """
 MultiHeaded 2D Self Attention  Implementation
 """
+
 from typing import Type
 
 import torch
diff --git a/metnet/layers/PartitionAttention.py b/metnet/layers/PartitionAttention.py
index 511613f..d3ba587 100644
--- a/metnet/layers/PartitionAttention.py
+++ b/metnet/layers/PartitionAttention.py
@@ -1,6 +1,7 @@
 """
 Implementation of Partition (Grid and Block) Attention
 """
+
 from typing import Tuple, Type
 
 import torch
diff --git a/metnet/layers/RelativePositionBias.py b/metnet/layers/RelativePositionBias.py
index 2ad537b..ec78c16 100644
--- a/metnet/layers/RelativePositionBias.py
+++ b/metnet/layers/RelativePositionBias.py
@@ -1,6 +1,7 @@
 """
 Implementation of Relative Position Bias
 """
+
 from typing import Tuple
 
 import torch
diff --git a/metnet/layers/SqueezeExcitation.py b/metnet/layers/SqueezeExcitation.py
index f6b2b27..341b098 100644
--- a/metnet/layers/SqueezeExcitation.py
+++ b/metnet/layers/SqueezeExcitation.py
@@ -1,6 +1,7 @@
 """
 Squeeze-and-Excitation net implementation
 """
+
 from typing import Type
 
 import torch
diff --git a/metnet/layers/StochasticDepth.py b/metnet/layers/StochasticDepth.py
index 30c2f98..b24ebcb 100644
--- a/metnet/layers/StochasticDepth.py
+++ b/metnet/layers/StochasticDepth.py
@@ -1,6 +1,7 @@
 """
 Implementation of Stochastic Depth
 """
+
 import torch
 from torch import nn
 
diff --git a/metnet/models/metnet2.py b/metnet/models/metnet2.py
index 570cc6b..461152c 100755
--- a/metnet/models/metnet2.py
+++ b/metnet/models/metnet2.py
@@ -1,4 +1,5 @@
 """MetNet-2 model for weather forecasting"""
+
 from typing import List
 
 import torch
diff --git a/metnet/utils.py b/metnet/utils.py
index bc73fe3..c71eb6e 100644
--- a/metnet/utils.py
+++ b/metnet/utils.py
@@ -1,4 +1,5 @@
 """Utilities"""
+
 import numpy as np