From b41c3860b10f831327686a6633cc3e116ae48abc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 4 Sep 2023 23:34:07 +0000
Subject: [PATCH 01/13] Bump JetBrains/qodana-action from 2023.2.1 to 2023.2.6

Bumps [JetBrains/qodana-action](https://github.com/jetbrains/qodana-action) from 2023.2.1 to 2023.2.6.
- [Release notes](https://github.com/jetbrains/qodana-action/releases)
- [Commits](https://github.com/jetbrains/qodana-action/compare/v2023.2.1...v2023.2.6)

---
updated-dependencies:
- dependency-name: JetBrains/qodana-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/code_quality.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/code_quality.yml b/.github/workflows/code_quality.yml
index ee400fefc..4056e9ed7 100644
--- a/.github/workflows/code_quality.yml
+++ b/.github/workflows/code_quality.yml
@@ -12,6 +12,6 @@ jobs:
               with:
                   fetch-depth: 0
             - name: Qodana Scan 🔭
-              uses: JetBrains/qodana-action@v2023.2.1
+              uses: JetBrains/qodana-action@v2023.2.6
               with:
                   args: --baseline,qodana.sarif.json

From 846cdfd7e2d97639253de2ef1a11678e6f420967 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 4 Sep 2023 23:39:29 +0000
Subject: [PATCH 02/13] Bump numpy from 1.23.5 to 1.25.2 in /requirements

Bumps [numpy](https://github.com/numpy/numpy) from 1.23.5 to 1.25.2.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](https://github.com/numpy/numpy/compare/v1.23.5...v1.25.2)

---
updated-dependencies:
- dependency-name: numpy
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements/requirements.txt     | 2 +-
 requirements/requirements_dev.txt | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 28bb99766..75869e1c4 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -12,7 +12,7 @@ matplotlib==3.7.2
 mlflow==2.6.0
 nptyping==2.5.0
 numba>=0.57.0 # not directly required but pinned to ensure Python 3.11 compatibility.
-numpy==1.23.5
+numpy==1.25.2
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 8d8dad6b9..3d27b13d4 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -17,7 +17,7 @@ mypy==1.5.1
 myst_parser==2.0.0
 nptyping==2.5.0
 numba>=0.57.0 # not directly required but pinned to ensure Python 3.11 compatibility.
-numpy==1.23.5
+numpy==1.25.2
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1

From d315b4ff578b8731d139b455a67c280ad721122f Mon Sep 17 00:00:00 2001
From: Harry Baker <hjbaker97@gmail.com>
Date: Thu, 7 Sep 2023 12:36:57 +0100
Subject: [PATCH 03/13] Update code_quality.yml

---
 .github/workflows/code_quality.yml | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/.github/workflows/code_quality.yml b/.github/workflows/code_quality.yml
index 4056e9ed7..fc75b6ed4 100644
--- a/.github/workflows/code_quality.yml
+++ b/.github/workflows/code_quality.yml
@@ -3,6 +3,9 @@ name: Qodana 🔭
 on:
     workflow_dispatch:
     pull_request:
+    push:
+        branches:
+            - main
 
 jobs:
     qodana:
@@ -10,8 +13,12 @@ jobs:
         steps:
             - uses: actions/checkout@v3
               with:
+                  ref: ${{ github.event.pull_request.head.sha }}
                   fetch-depth: 0
             - name: Qodana Scan 🔭
               uses: JetBrains/qodana-action@v2023.2.6
+              env:
+                  QODANA_TOKEN: ${{ secrets.QODANA_TOKEN }}
               with:
                   args: --baseline,qodana.sarif.json
+                  upload-result: true

From 2e0f51250127548511ffc3a5feeffe6fb54e9d75 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 7 Sep 2023 11:58:33 +0000
Subject: [PATCH 04/13] Bump pandas from 2.0.2 to 2.1.0 in /requirements

Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.0.2 to 2.1.0.
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Commits](https://github.com/pandas-dev/pandas/compare/v2.0.2...v2.1.0)

---
updated-dependencies:
- dependency-name: pandas
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements/requirements.txt     | 2 +-
 requirements/requirements_dev.txt | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index af487872f..8fa086109 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -16,7 +16,7 @@ numpy==1.23.5
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1
-pandas==2.0.2
+pandas==2.1.0
 protobuf>=3.19.5 # not directly required, pinned by Snyk to avoid a vulnerability.
 psutil==5.9.5
 pyyaml==6.0.1
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index b22412c1b..791a1fe94 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -21,7 +21,7 @@ numpy==1.23.5
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1
-pandas==2.0.2
+pandas==2.1.0
 pre-commit==3.4.0
 protobuf>=3.19.5 # not directly required, pinned by Snyk to avoid a vulnerability.
 psutil==5.9.5

From 85e3fed61a8f6b53662d5bc407d6da0c10afadc7 Mon Sep 17 00:00:00 2001
From: Harry <hjbaker97@gmail.com>
Date: Mon, 11 Sep 2023 16:56:55 +0100
Subject: [PATCH 05/13] Bump `numpy` down --> `1.24.3`

---
 requirements/requirements.txt     | 2 +-
 requirements/requirements_dev.txt | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 00bf41466..574c03cd0 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -12,7 +12,7 @@ matplotlib==3.7.2
 mlflow==2.6.0
 nptyping==2.5.0
 numba>=0.57.0 # not directly required but pinned to ensure Python 3.11 compatibility.
-numpy==1.25.2
+numpy==1.24.3
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 14f7608fa..0592effee 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -17,7 +17,7 @@ mypy==1.5.1
 myst_parser==2.0.0
 nptyping==2.5.0
 numba>=0.57.0 # not directly required but pinned to ensure Python 3.11 compatibility.
-numpy==1.25.2
+numpy==1.24.3
 onnx==1.14.0
 onnx2torch==1.5.11
 overload==1.1

From 50c2f9ab08f3fbe8bf22d2a5a440f231ed77befc Mon Sep 17 00:00:00 2001
From: Harry <hjbaker97@gmail.com>
Date: Mon, 11 Sep 2023 16:57:49 +0100
Subject: [PATCH 06/13] Update `Pipfile` to latest dependencies

---
 Pipfile | 54 +++++++++++++++++++++++++++---------------------------
 1 file changed, 27 insertions(+), 27 deletions(-)

diff --git a/Pipfile b/Pipfile
index d38191a4c..1f4557523 100644
--- a/Pipfile
+++ b/Pipfile
@@ -4,62 +4,62 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-alive_progress = "==3.1.2"
-argcomplete = "==3.0.8"
+alive_progress = "==3.1.4"
+argcomplete = "==3.1.1"
 catalyst = "==22.4"
 fastapi = "==0.101.0"
 fiona = ">=1.9.1"
-geopy = "==2.3.0"
-imageio = "==2.28.1"
+geopy = "==2.4.0"
+imageio = "==2.31.3"
 inputimeout = "==1.0.4"
-ipykernel = "==6.23.1"
-lightly = "==1.4.5"
-matplotlib = "==3.7.1"
-mlflow = "==2.5.0"
+ipykernel = "==6.25.1"
+lightly = "==1.4.6"
+matplotlib = "==3.7.2"
+mlflow = "==2.6.0"
 nptyping = "==2.5.0"
 numba = ">=0.57.0" # not directly required but pinned to ensure Python 3.11 compatibility.
-numpy = "==1.23.5"
+numpy = "==1.24.3"
 onnx = "==1.14.0"
-onnx2torch = "==1.5.6"
+onnx2torch = "==1.5.11"
 overload = "==1.1"
-pandas = "==2.0.1"
+pandas = "==2.0.2"
 protobuf = ">=3.19.5" # not directly required, pinned by Snyk to avoid a vulnerability
 psutil = "==5.9.5"
 pygments = ">=2.7.4" # not directly required, pinned by Snyk to avoid a vulnerability
-pyyaml = "==6.0"
+pyyaml = "==6.0.1"
 rasterio = ">=1.3.6"
 requests = "==2.31.0"
-scikit-learn = "==1.2.2"
+scikit-learn = "==1.3.0"
 segmentation-models-pytorch = "==0.3.3"
-setuptools = "==67.7.2"
-starlette = "==0.27.0" # not directly required, pinned by Dependabot to avoid a vulnerability.
+setuptools = "==67.8.0"
+starlette = ">=0.25.0" # not directly required, pinned by Dependabot to avoid a vulnerability.
 tabulate = "==0.9.0"
-tensorflow = "==2.12.0"
+tensorflow = "==2.13.0"
 timm = "==0.9.2"
 torchgeo = {git = "https://github.com/microsoft/torchgeo"}
 torchinfo = "==1.8.0"
-tqdm = "==4.65.0"
-types-PyYAML = "==6.0.12.9"
-types-requests = "==2.30.0.0"
-types-tabulate = "==0.9.0.2"
-wandb = "==0.15.2"
+tqdm = "==4.66.1"
+types-PyYAML = "==6.0.12.11"
+types-requests = "==2.31.0.2"
+types-tabulate = "==0.9.0.3"
+wandb = "==0.15.8"
 Werkzeug = ">=2.2.3" # Patches a potential security vulnerability.
 wheel = ">=0.38.0" # not directly required, pinned by Snyk to avoid a vulnerability
 
 [dev-packages]
 certifi = ">=2022.12.7" # not directly required, pinned by Snyk to avoid a vulnerability
 internet-sabotage3 = "==0.1.6"
-flake8 = "==6.0.0"
-mypy = "==1.3.0"
-myst_parser= "==1.0.0"
-pre-commit = "==3.3.1"
+flake8 = "==6.1.0"
+mypy = "==1.5.1"
+myst_parser= "==2.0.0"
+pre-commit = "==3.4.0"
 pytest = "==7.3.1"
 pytest-cov = "==4.0.0"
 pytest-lazy-fixture= "==0.6.3"
 pygments = ">=2.7.4" # not directly required, pinned by Snyk to avoid a vulnerability
-sphinx-rtd-theme = "==1.2.0"
+sphinx-rtd-theme = "==1.3.0"
 sphinx = "==6.2.1"
-tox = "==4.5.1"
+tox = "==4.8.0"
 
 [requires]
 python_version = "3.11"

From ccc4af8e152572533d0bd50b6393a57dc383d425 Mon Sep 17 00:00:00 2001
From: Harry <hjbaker97@gmail.com>
Date: Mon, 11 Sep 2023 17:09:22 +0100
Subject: [PATCH 07/13] Updated `Pipfile` python version --> `3.11.5`

---
 Pipfile      |    8 +-
 Pipfile.lock | 2674 ++++++++++++++++++++++++++------------------------
 2 files changed, 1378 insertions(+), 1304 deletions(-)

diff --git a/Pipfile b/Pipfile
index 1f4557523..0c9fb42fe 100644
--- a/Pipfile
+++ b/Pipfile
@@ -22,7 +22,7 @@ numpy = "==1.24.3"
 onnx = "==1.14.0"
 onnx2torch = "==1.5.11"
 overload = "==1.1"
-pandas = "==2.0.2"
+pandas = "==2.1.0"
 protobuf = ">=3.19.5" # not directly required, pinned by Snyk to avoid a vulnerability
 psutil = "==5.9.5"
 pygments = ">=2.7.4" # not directly required, pinned by Snyk to avoid a vulnerability
@@ -53,8 +53,8 @@ flake8 = "==6.1.0"
 mypy = "==1.5.1"
 myst_parser= "==2.0.0"
 pre-commit = "==3.4.0"
-pytest = "==7.3.1"
-pytest-cov = "==4.0.0"
+pytest = "==7.4.0"
+pytest-cov = "==4.1.0"
 pytest-lazy-fixture= "==0.6.3"
 pygments = ">=2.7.4" # not directly required, pinned by Snyk to avoid a vulnerability
 sphinx-rtd-theme = "==1.3.0"
@@ -63,7 +63,7 @@ tox = "==4.8.0"
 
 [requires]
 python_version = "3.11"
-python_full_version = "3.11.3"
+python_full_version = "3.11.5"
 
 [pipenv]
 allow_prereleases = true
diff --git a/Pipfile.lock b/Pipfile.lock
index 30b607a97..837b3646a 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,11 +1,11 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "55e06e1278d6ff3771923e0cd1712eb5a2b9a0bb98c8002e73f9a83a73aecd9c"
+            "sha256": "d36685d2c739cc16e20e6e368ab7affa5dc1ce794575691d0f328ed268ee65aa"
         },
         "pipfile-spec": 6,
         "requires": {
-            "python_full_version": "3.11.3",
+            "python_full_version": "3.11.5",
             "python_version": "3.11"
         },
         "sources": [
@@ -35,11 +35,11 @@
         },
         "accelerate": {
             "hashes": [
-                "sha256:e2609d37f2c6a56e36a0612feae6ff6d9daac9759f4899432b86b1dc97024ebb",
-                "sha256:e2959a0bf74d97c0b3c0e036ed96065142a060242281d27970d4c4e34f11ca59"
+                "sha256:2b0a83e3cd07c89448c5d5a94f72bc1db98d5e0c498ca17984871f01dbf83247",
+                "sha256:d132e57bfc4b0417464997b14aa141fd88696cbb4472eb03116c2bd97542befc"
             ],
             "markers": "python_full_version >= '3.8.0'",
-            "version": "==0.21.0"
+            "version": "==0.22.0"
         },
         "affine": {
             "hashes": [
@@ -151,19 +151,19 @@
         },
         "alembic": {
             "hashes": [
-                "sha256:678f662130dc540dac12de0ea73de9f89caea9dbea138f60ef6263149bf84657",
-                "sha256:7981ab0c4fad4fe1be0cf183aae17689fe394ff874fd2464adb774396faf0796"
+                "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f",
+                "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.11.2"
+            "version": "==1.12.0"
         },
         "alive-progress": {
             "hashes": [
-                "sha256:b22ba960151f582cdd6d489c56462d2f9adca821608075d0d8d2cd15d1b6845b",
-                "sha256:d2b89b60fee2f112668117a9f361ceea44a685a37cafd009f396b87b9816efa3"
+                "sha256:74a95d8d0d42bc99d3a3725dbd06ebb852245f1b64e301a7c375b92b22663f7b",
+                "sha256:c80ad87ce9c1054b01135a87fae69ecebbfc2107497ae87cbe6aec7e534903db"
             ],
             "index": "pypi",
-            "version": "==3.1.2"
+            "version": "==3.1.4"
         },
         "annotated-types": {
             "hashes": [
@@ -181,11 +181,11 @@
         },
         "anyio": {
             "hashes": [
-                "sha256:48d53f0b141f5757c38d648309e6fe254857fae092d67f938fa248d7c0f36804",
-                "sha256:596b09c520820e7eed961ddc889540972f92d5e8fcb081117fc054c409df34ae"
+                "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f",
+                "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0rc1"
+            "version": "==4.0.0"
         },
         "appdirs": {
             "hashes": [
@@ -196,11 +196,11 @@
         },
         "argcomplete": {
             "hashes": [
-                "sha256:b9ca96448e14fa459d7450a4ab5a22bbf9cee4ba7adddf03e65c398b5daeea28",
-                "sha256:e36fd646839933cbec7941c662ecb65338248667358dd3d968405a4506a60d9b"
+                "sha256:35fa893a88deea85ea7b20d241100e64516d6af6d7b0ae2bed1d263d26f70948",
+                "sha256:6c4c563f14f01440aaffa3eae13441c5db2357b5eec639abe7c0b15334627dff"
             ],
             "index": "pypi",
-            "version": "==3.0.8"
+            "version": "==3.1.1"
         },
         "arrow": {
             "hashes": [
@@ -212,10 +212,10 @@
         },
         "asttokens": {
             "hashes": [
-                "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3",
-                "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"
+                "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e",
+                "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"
             ],
-            "version": "==2.2.1"
+            "version": "==2.4.0"
         },
         "astunparse": {
             "hashes": [
@@ -226,11 +226,11 @@
         },
         "async-timeout": {
             "hashes": [
-                "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15",
-                "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"
+                "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f",
+                "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==4.0.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.3"
         },
         "attrs": {
             "hashes": [
@@ -386,11 +386,11 @@
         },
         "click": {
             "hashes": [
-                "sha256:48ee849951919527a045bfe3bf7baa8a959c423134e1a5b98c05c20ba75a1cbd",
-                "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"
+                "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28",
+                "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==8.1.6"
+            "version": "==8.1.7"
         },
         "click-plugins": {
             "hashes": [
@@ -417,25 +417,25 @@
         },
         "cmake": {
             "hashes": [
-                "sha256:18ef1c579cb4c94ece6bbb7c7f3e0170b078bf787f0a372194f0921e79f6098c",
-                "sha256:1fb6d882bbd7e77fad206dfdbcaf880f4bcd7e8d0c23b37058ee155715bd19ed",
-                "sha256:2583464302ecc287619578627e26962386a41a98bbf1fb4c8c90d600ec1a1be5",
-                "sha256:482e7018fc8d9bc98e7f30b5071c021ca0e27b131dd61900395abfd768c3fe29",
-                "sha256:50bfe69d369a61eb63e5b8af76a2383cf312d1e8449bd797d563f6c62809d317",
-                "sha256:628f75286475b89d6566db62c0869de5f0a07ad9bba10bebe6a48012fa1ee777",
-                "sha256:7052bb12c3492083169269fee7c7a11c053cae35949346b12d2998b971602b78",
-                "sha256:7a5431c7ca0b7145b857dd0eab26f4f9ec42661bb67afa6d437b3e48532b8e3a",
-                "sha256:7ee6af09b2b575a491483b72927ee7e4beb59e7fb86e6d905a7027607a3f367e",
-                "sha256:7fb6d9183b90d4cc4db7b022aa7c9ef3431d281aea29ca259de7199bc75b7e09",
-                "sha256:82a6f57449e7bf9b510ed82b29982e4eec8b5c5e80a51208368dc1aa58b8181b",
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@@ -522,27 +535,31 @@
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@@ -554,11 +571,11 @@
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@@ -584,11 +601,11 @@
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@@ -779,11 +796,11 @@
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@@ -803,11 +820,11 @@
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@@ -1016,11 +1032,11 @@
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@@ -1047,11 +1063,11 @@
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@@ -1078,19 +1094,19 @@
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@@ -1254,11 +1300,11 @@
         },
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@@ -1270,11 +1316,11 @@
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         "lightning-cloud": {
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@@ -1294,39 +1340,39 @@
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@@ -1358,8 +1404,11 @@
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@@ -1375,6 +1425,7 @@
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@@ -1829,11 +1859,11 @@
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@@ -1868,34 +1898,28 @@
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@@ -2012,22 +2036,22 @@
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@@ -2112,118 +2136,98 @@
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@@ -2776,11 +2817,11 @@
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@@ -2961,10 +3002,10 @@
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@@ -2977,59 +3018,68 @@
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@@ -3083,7 +3133,7 @@
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@@ -3095,11 +3145,11 @@
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@@ -3129,28 +3179,28 @@
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@@ -3186,27 +3236,27 @@
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@@ -3217,11 +3267,11 @@
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@@ -3249,11 +3299,11 @@
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@@ -3264,11 +3314,11 @@
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         "websockets": {
             "hashes": [
@@ -3348,89 +3398,100 @@
         },
         "werkzeug": {
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             "index": "pypi",
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+            "version": "==2.3.7"
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-            "version": "==1.14.1"
+            "version": "==1.15.0"
         },
         "yarl": {
             "hashes": [
@@ -3556,11 +3617,11 @@
         },
         "cfgv": {
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-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==3.3.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.4.0"
         },
         "chardet": {
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@@ -3671,69 +3732,61 @@
                 "toml"
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@@ -3895,11 +3958,11 @@
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@@ -3951,11 +4015,11 @@
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@@ -3983,35 +4047,35 @@
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@@ -4023,27 +4087,27 @@
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+                "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d",
+                "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28",
+                "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4",
+                "sha256:9046c58c4395dff28dd494285c82ba00b546adfc7ef001486fbf0324bc174fba",
+                "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8",
+                "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5",
+                "sha256:afd7e57eddb1a54f0f1a974bc4391af8bcce0b444685d936840f125cf046d5bd",
+                "sha256:b1275ad35a5d18c62a7220633c913e1b42d44b46ee12554e5fd39c70a243d6a3",
+                "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0",
+                "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515",
+                "sha256:baa90d3f661d43131ca170712d903e6295d1f7a0f595074f151c0aed377c9b9c",
+                "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c",
+                "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924",
+                "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34",
+                "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43",
+                "sha256:c8098ddcc2a85b61647b2590f825f3db38891662cfc2fc776415143f599bb859",
+                "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673",
+                "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54",
+                "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a",
+                "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b",
+                "sha256:f003ed9ad21d6a4713f0a9b5a7a0a79e08dd0f221aff4525a2be4c346ee60aab",
+                "sha256:f22ac1c3cac4dbc50079e965eba2c1058622631e526bd9afd45fedd49ba781fa",
+                "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c",
+                "sha256:fca0e3a251908a499833aa292323f32437106001d436eca0e6e7833256674585",
+                "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d",
+                "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"
             ],
             "index": "pypi",
-            "version": "==6.0"
+            "version": "==6.0.1"
         },
         "requests": {
             "hashes": [
@@ -4109,11 +4183,11 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:23aaf86b85ca52ceb801d32703f12d77517b2556af839621c641fca11287952b",
-                "sha256:f104fa03692a2602fa0fec6c6a9e63b6c8a968de13e17c026957dd1f53d80990"
+                "sha256:5df61bf30bb10c6f756eb19e7c9f3b473051f48db77fddbe06ff2ca307df9a6f",
+                "sha256:62642358adc77ffa87233bc4d2354c4b2682d214048f500964dbe760ccedf102"
             ],
             "index": "pypi",
-            "version": "==67.7.2"
+            "version": "==67.8.0"
         },
         "snowballstemmer": {
             "hashes": [
@@ -4132,42 +4206,42 @@
         },
         "sphinx-rtd-theme": {
             "hashes": [
-                "sha256:a0d8bd1a2ed52e0b338cbe19c4b2eef3c5e7a048769753dac6a9f059c7b641b8",
-                "sha256:f823f7e71890abe0ac6aaa6013361ea2696fc8d3e1fa798f463e82bdb77eeff2"
+                "sha256:46ddef89cc2416a81ecfbeaceab1881948c014b1b6e4450b815311a89fb977b0",
+                "sha256:590b030c7abb9cf038ec053b95e5380b5c70d61591eb0b552063fbe7c41f0931"
             ],
             "index": "pypi",
-            "version": "==1.2.0"
+            "version": "==1.3.0"
         },
         "sphinxcontrib-applehelp": {
             "hashes": [
-                "sha256:2bf6dc21596142496e3a7623adc6918014e6a9bbfeeeb37d27543727bebabd0f",
-                "sha256:e58ca6b828d1c9ef3f8b51ff5bfe989507399977da1bb389b393199d45066357"
+                "sha256:094c4d56209d1734e7d252f6e0b3ccc090bd52ee56807a5d9315b19c122ab15d",
+                "sha256:39fdc8d762d33b01a7d8f026a3b7d71563ea3b72787d5f00ad8465bd9d6dfbfa"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.0.5"
+            "version": "==1.0.7"
         },
         "sphinxcontrib-devhelp": {
             "hashes": [
-                "sha256:09009e3b1dde7447c9c6973723c786253b9a9342ff0a856bc6957092ee106cd9",
-                "sha256:ced21e99bceed8694117b8361b67df624d8788309399f24bd948a254e64cc017"
+                "sha256:63b41e0d38207ca40ebbeabcf4d8e51f76c03e78cd61abe118cf4435c73d4212",
+                "sha256:fe8009aed765188f08fcaadbb3ea0d90ce8ae2d76710b7e29ea7d047177dae2f"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.0.3"
+            "version": "==1.0.5"
         },
         "sphinxcontrib-htmlhelp": {
             "hashes": [
-                "sha256:3fc535431dced1d3f50d30e3d9135873a724f6c38eeb4ac967ebb5c06d7bff9c",
-                "sha256:f9515c1e2deac30498a8fa54b23a477943fc7432d6e7fcf23f7d90e12d3fdcd4"
+                "sha256:6c26a118a05b76000738429b724a0568dbde5b72391a688577da08f11891092a",
+                "sha256:8001661c077a73c29beaf4a79968d0726103c5605e27db92b9ebed8bab1359e9"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==2.0.2"
+            "version": "==2.0.4"
         },
         "sphinxcontrib-jquery": {
             "hashes": [
                 "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a",
                 "sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae"
             ],
-            "markers": "python_version >= '3.1'",
+            "markers": "python_version >= '2.7'",
             "version": "==4.1"
         },
         "sphinxcontrib-jsmath": {
@@ -4180,19 +4254,19 @@
         },
         "sphinxcontrib-qthelp": {
             "hashes": [
-                "sha256:82f0871fb042efa309ee8c7929d228ed5c4be478d9914492b4bad5bfa469c160",
-                "sha256:f0a1c141420499af2f1a1ff438f9fc910a3548f7a82a1169d9efcc674fcf79c6"
+                "sha256:62b9d1a186ab7f5ee3356d906f648cacb7a6bdb94d201ee7adf26db55092982d",
+                "sha256:bf76886ee7470b934e363da7a954ea2825650013d367728588732c7350f49ea4"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.0.4"
+            "version": "==1.0.6"
         },
         "sphinxcontrib-serializinghtml": {
             "hashes": [
-                "sha256:e04d06ac23c527378d62459ec968204afce0ef266733209d628b9a1a4051a78d",
-                "sha256:f7e8e508f5c973601fa29a9114aa60bc11164db3d6c55aa7fd51710185477237"
+                "sha256:0c64ff898339e1fac29abd2bf5f11078f3ec413cfe9c046d3120d7ca65530b54",
+                "sha256:9b36e503703ff04f20e9675771df105e58aa029cfcbc23b8ed716019b7416ae1"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==1.1.6"
+            "version": "==1.1.9"
         },
         "tomli": {
             "hashes": [
@@ -4204,19 +4278,19 @@
         },
         "tox": {
             "hashes": [
-                "sha256:5a2eac5fb816779dfdf5cb00fecbc27eb0524e4626626bb1de84747b24cacc56",
-                "sha256:d25a2e6cb261adc489604fafd76cd689efeadfa79709965e965668d6d3f63046"
+                "sha256:2adacf435b12ccf10b9dfa9975d8ec0afd7cbae44d300463140d2117b968037b",
+                "sha256:4991305a56983d750a0d848a34242be290452aa88d248f1bf976e4036ee8b213"
             ],
             "index": "pypi",
-            "version": "==4.5.1"
+            "version": "==4.8.0"
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36",
-                "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"
+                "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb",
+                "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.7.1"
+            "version": "==4.5.0"
         },
         "urllib3": {
             "hashes": [
@@ -4228,11 +4302,11 @@
         },
         "virtualenv": {
             "hashes": [
-                "sha256:43a3052be36080548bdee0b42919c88072037d50d56c28bd3f853cbe92b953ff",
-                "sha256:fd8a78f46f6b99a67b7ec5cf73f92357891a7b3a40fd97637c27f854aae3b9e0"
+                "sha256:b80039f280f4919c77b30f1c23294ae357c4c8701042086e3fc005963e4e537b",
+                "sha256:e8361967f6da6fbdf1426483bfe9fca8287c242ac0bc30429905721cefbff752"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==20.24.2"
+            "version": "==20.24.5"
         }
     }
 }

From d7bb4cb9b636b2a1157a5244c02618a9872a8f78 Mon Sep 17 00:00:00 2001
From: Harry <hjbaker97@gmail.com>
Date: Mon, 11 Sep 2023 17:13:27 +0100
Subject: [PATCH 08/13] Added minimum `GitPython` version `3.1.35`

---
 Pipfile                           | 1 +
 requirements/requirements.txt     | 1 +
 requirements/requirements_dev.txt | 1 +
 3 files changed, 3 insertions(+)

diff --git a/Pipfile b/Pipfile
index 0c9fb42fe..88c0e04f8 100644
--- a/Pipfile
+++ b/Pipfile
@@ -10,6 +10,7 @@ catalyst = "==22.4"
 fastapi = "==0.101.0"
 fiona = ">=1.9.1"
 geopy = "==2.4.0"
+GitPython = ">=3.1.35"
 imageio = "==2.31.3"
 inputimeout = "==1.0.4"
 ipykernel = "==6.25.1"
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 43bd86330..9fdea8fa5 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -4,6 +4,7 @@ catalyst==22.4
 fastapi>=0.101.0
 fiona>=1.9.1
 geopy==2.4.0
+GitPython>=3.1.35
 imageio==2.31.3
 inputimeout==1.0.4
 ipykernel==6.25.1
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 8c5b63baf..222f0a49b 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -6,6 +6,7 @@ fastapi>=0.101.0
 fiona>=1.9.1
 flake8==6.1.0
 geopy==2.4.0
+GitPython>=3.1.35
 imageio==2.31.3
 inputimeout==1.0.4
 internet-sabotage3==0.1.6

From 0643e8960dc4d395e967eabdd1b6be440a4f25b2 Mon Sep 17 00:00:00 2001
From: Harry <hjbaker97@gmail.com>
Date: Mon, 11 Sep 2023 17:26:26 +0100
Subject: [PATCH 09/13] Pinned `tornado` to `>=6.3.3`

---
 Pipfile                           | 1 +
 Pipfile.lock                      | 6 +++---
 requirements/requirements.txt     | 1 +
 requirements/requirements_dev.txt | 1 +
 4 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/Pipfile b/Pipfile
index 88c0e04f8..de377795d 100644
--- a/Pipfile
+++ b/Pipfile
@@ -39,6 +39,7 @@ tensorflow = "==2.13.0"
 timm = "==0.9.2"
 torchgeo = {git = "https://github.com/microsoft/torchgeo"}
 torchinfo = "==1.8.0"
+tornado = ">=6.3.3"
 tqdm = "==4.66.1"
 types-PyYAML = "==6.0.12.11"
 types-requests = "==2.31.0.2"
diff --git a/Pipfile.lock b/Pipfile.lock
index 837b3646a..9463a1289 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "d36685d2c739cc16e20e6e368ab7affa5dc1ce794575691d0f328ed268ee65aa"
+            "sha256": "060e8e56621e851bb7490312dbf86c447c04b999e5bbb2551b0f058a688ecb1b"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -839,7 +839,7 @@
                 "sha256:9cbefbd1789a5fe9bcf621bb34d3f441f3a90c8461d377f84eda73e721d9b06b",
                 "sha256:c19b4292d7a1d3c0f653858db273ff8a6614100d1eb1528b014ec97286193c09"
             ],
-            "markers": "python_version >= '3.7'",
+            "index": "pypi",
             "version": "==3.1.35"
         },
         "google-auth": {
@@ -3191,7 +3191,7 @@
                 "sha256:ceb917a50cd35882b57600709dd5421a418c29ddc852da8bcdab1f0db33406b0",
                 "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"
             ],
-            "markers": "python_version >= '3.8'",
+            "index": "pypi",
             "version": "==6.3.3"
         },
         "tqdm": {
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 9fdea8fa5..96455f483 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -32,6 +32,7 @@ tensorflow==2.13.0
 timm==0.9.2
 torchgeo@git+https://github.com/microsoft/torchgeo
 torchinfo==1.8.0
+tornado>=6.3.3
 tqdm==4.66.1
 types-PyYAML==6.0.12.11
 types-requests==2.31.0.2
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 222f0a49b..2eacf0400 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -44,6 +44,7 @@ tensorflow==2.13.0
 timm==0.9.2
 torchgeo@git+https://github.com/microsoft/torchgeo
 torchinfo==1.8.0
+tornado>=6.3.3
 tox==4.8.0
 tqdm==4.66.1
 types-PyYAML==6.0.12.11

From 372693b186b81a177b02d3270e431b0b852765e1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 11 Sep 2023 23:52:09 +0000
Subject: [PATCH 10/13] Bump sphinx from 6.2.1 to 7.2.5 in /requirements

Bumps [sphinx](https://github.com/sphinx-doc/sphinx) from 6.2.1 to 7.2.5.
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES)
- [Commits](https://github.com/sphinx-doc/sphinx/compare/v6.2.1...v7.2.5)

---
updated-dependencies:
- dependency-name: sphinx
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements/requirements_dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 2eacf0400..e84f1405f 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -36,7 +36,7 @@ requests==2.31.0
 scikit-learn==1.3.0
 segmentation-models-pytorch==0.3.3
 setuptools==67.8.0
-sphinx==6.2.1
+sphinx==7.2.5
 sphinx-rtd-theme==1.3.0
 starlette>=0.25.0 # not directly required, pinned by Dependabot to avoid a vulnerability.
 tabulate==0.9.0

From 6ac5a0729b89871f203cfff3e2148018eb53fde2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 11 Sep 2023 23:52:20 +0000
Subject: [PATCH 11/13] Bump lightly from 1.4.6 to 1.4.17 in /requirements

Bumps [lightly](https://github.com/lightly-ai/lightly) from 1.4.6 to 1.4.17.
- [Release notes](https://github.com/lightly-ai/lightly/releases)
- [Commits](https://github.com/lightly-ai/lightly/compare/v1.4.6...v1.4.17)

---
updated-dependencies:
- dependency-name: lightly
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements/requirements.txt     | 2 +-
 requirements/requirements_dev.txt | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 96455f483..9469e38a8 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -8,7 +8,7 @@ GitPython>=3.1.35
 imageio==2.31.3
 inputimeout==1.0.4
 ipykernel==6.25.1
-lightly==1.4.6
+lightly==1.4.17
 matplotlib==3.7.2
 mlflow==2.6.0
 nptyping==2.5.0
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 2eacf0400..81cea7107 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -11,7 +11,7 @@ imageio==2.31.3
 inputimeout==1.0.4
 internet-sabotage3==0.1.6
 ipykernel==6.25.1
-lightly==1.4.6
+lightly==1.4.17
 matplotlib==3.7.2
 mlflow==2.6.0
 mypy==1.5.1

From d485f01073fb554d09fcf4ddffe9eb34adc571ee Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 11 Sep 2023 23:52:27 +0000
Subject: [PATCH 12/13] Bump wandb from 0.15.8 to 0.15.10 in /requirements

Bumps [wandb](https://github.com/wandb/wandb) from 0.15.8 to 0.15.10.
- [Release notes](https://github.com/wandb/wandb/releases)
- [Changelog](https://github.com/wandb/wandb/blob/main/CHANGELOG.md)
- [Commits](https://github.com/wandb/wandb/compare/v0.15.8...v0.15.10)

---
updated-dependencies:
- dependency-name: wandb
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements/requirements.txt     | 2 +-
 requirements/requirements_dev.txt | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index 96455f483..44d2417c2 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -37,6 +37,6 @@ tqdm==4.66.1
 types-PyYAML==6.0.12.11
 types-requests==2.31.0.2
 types-tabulate==0.9.0.3
-wandb==0.15.8
+wandb==0.15.10
 Werkzeug>=2.2.3 # Patches a potential security vulnerability.
 wheel>=0.38.0 # not directly required, pinned by Snyk to avoid a vulnerability.
diff --git a/requirements/requirements_dev.txt b/requirements/requirements_dev.txt
index 2eacf0400..83d1d4ec2 100644
--- a/requirements/requirements_dev.txt
+++ b/requirements/requirements_dev.txt
@@ -50,6 +50,6 @@ tqdm==4.66.1
 types-PyYAML==6.0.12.11
 types-requests==2.31.0.2
 types-tabulate==0.9.0.3
-wandb==0.15.8
+wandb==0.15.10
 Werkzeug>=2.2.3 # Patches a potential security vulnerability.
 wheel>=0.38.0 # not directly required, pinned by Snyk to avoid a vulnerability.

From 3774ced1e5fcd09221cae7b32dad86e7214f6966 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Tue, 12 Sep 2023 10:02:42 +0000
Subject: [PATCH 13/13] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/psf/black: 23.7.0 → 23.9.1](https://github.com/psf/black/compare/23.7.0...23.9.1)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 49bab0927..a3ab0ea21 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -18,7 +18,7 @@ repos:
           - id: requirements-txt-fixer
 
     - repo: https://github.com/psf/black
-      rev: 23.7.0
+      rev: 23.9.1
       hooks:
           - id: black