diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 56987d4..8eea0b0 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -6,7 +6,7 @@ _Summary of changes in this PR or what it accomplishes._
 
 <!--
 
-Please title your PR as follows: `feature: fix foo bar`. 
+Please title your PR as follows: `feature: fix foo bar`.
 Always start with the thing you are fixing, then describe the fix.
 Don't use past tense (e.g. "fixed foo bar").
 
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 17f8164..06a6f7d 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -1,4 +1,5 @@
 name: Lint Code Base
+
 on:
   push:
     branches:
@@ -18,6 +19,19 @@ jobs:
           # Full git history is needed to get a proper list of changed files within `super-linter`
           fetch-depth: 0
 
+      - name: Install Dependencies
+        run: |
+          pip install pipenv
+          pipenv install --dev
+
+      - name: Cache pipenv
+        uses: actions/cache@v3
+        with:
+          path: ~/.local/share/virtualenvs
+          key: ${{ runner.os }}-pipenv-${{ hashFiles('**/Pipfile.lock') }}
+          restore-keys: |
+            ${{ runner.os }}-pipenv-
+
       - name: Run Super-Linter
         uses: super-linter/super-linter/slim@v5
         env:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 317cb0c..e9c4d9e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,13 +1,32 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v2.3.0
+    hooks:
+      # - id: check-yaml
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: mixed-line-ending
+      - id: check-added-large-files
+  - repo: https://github.com/pycqa/flake8
+    rev: 6.1.0
+    hooks:
+      - id: flake8
+        additional_dependencies: [flake8-black, flake8-bugbear, flake8-isort]
+  - repo: https://github.com/pycqa/isort
+    rev: 5.13.2
+    hooks:
+      - id: isort
+        name: isort (python)
+      - id: isort
+        name: isort (cython)
+        types: [cython]
+      - id: isort
+        name: isort (pyi)
+        types: [pyi]
   - repo: https://github.com/ambv/black
     rev: 23.1.0
     hooks:
       - id: black
         language_version: python3
-  - repo: https://github.com/pycqa/flake8
-    rev: 6.0.0
-    hooks:
-      - id: flake8
-        additional_dependencies: [flake8-black, flake8-bugbear]
diff --git a/.python-version b/.python-version
index d5cd4cc..9919bf8 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.10.10
+3.10.13
diff --git a/Pipfile b/Pipfile
index a703c54..875c87d 100644
--- a/Pipfile
+++ b/Pipfile
@@ -17,6 +17,7 @@ flake8-bugbear = "*"
 black = "*"
 localstack = "*"
 awscli-local = "*"
+pre-commit = "*"
 
 [requires]
 python_version = "3.10"
diff --git a/Pipfile.lock b/Pipfile.lock
index 9f01962..a75af32 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "528788b8b5c13665a99009cb418ee0580979e9fbcaf36d77ca67f8a2d21a0836"
+            "sha256": "b92ff9424b801aa99bd7a42280abcf6913a62425165209d5f6cf9c945defd604"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,20 +18,20 @@
     "default": {
         "boto3": {
             "hashes": [
-                "sha256:0c593017fa49dbc34dcdbd5659208f2daf293a499d5f4d7e61978cd6b5d72a97",
-                "sha256:488bf63d65864ab7fcdf9337c5aa4d825d444e253738a60f80789916bacc47dc"
+                "sha256:206e61ba1f8c830e5df0355606d178ad5bc970df12c4c318b021c71da410eb0c",
+                "sha256:88e3baeb53ae421aabd44bb49ebdd7122b74b53b0f437b0f3e17141f6744574a"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==1.26.78"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.34.21"
         },
         "botocore": {
             "hashes": [
-                "sha256:6f35d59e230095aed7cd747604fe248fa384bebb7d09549077892f936a8ca3df",
-                "sha256:988b948be685006b43c4bbd8f5c0cb93e77c66deb70561994e0c5b31b5a67210"
+                "sha256:21983bb0473a19130192c50ec6974d55f0c4aa48a7094bcf40f7882c8b69b8f1",
+                "sha256:43274fd3f8e02573790ee76313607c60e3c15a7a0d89d24dfe4042f882f1f8c9"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.29.165"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.34.21"
         },
         "dnspython": {
             "hashes": [
@@ -51,84 +51,92 @@
         },
         "pymongo": {
             "hashes": [
-                "sha256:016c412118e1c23fef3a1eada4f83ae6e8844fd91986b2e066fc1b0013cdd9ae",
-                "sha256:01f7cbe88d22440b6594c955e37312d932fd632ffed1a86d0c361503ca82cc9d",
-                "sha256:08fc250b5552ee97ceeae0f52d8b04f360291285fc7437f13daa516ce38fdbc6",
-                "sha256:0c466710871d0026c190fc4141e810cf9d9affbf4935e1d273fbdc7d7cda6143",
-                "sha256:1074f1a6f23e28b983c96142f2d45be03ec55d93035b471c26889a7ad2365db3",
-                "sha256:12f3621a46cdc7a9ba8080422262398a91762a581d27e0647746588d3f995c88",
-                "sha256:2c2fdc855149efe7cdcc2a01ca02bfa24761c640203ea94df467f3baf19078be",
-                "sha256:316498b642c00401370b2156b5233b256f9b33799e0a8d9d0b8a7da217a20fca",
-                "sha256:341221e2f2866a5960e6f8610f4cbac0bb13097f3b1a289aa55aba984fc0d969",
-                "sha256:34b040e095e1671df0c095ec0b04fc4ebb19c4c160f87c2b55c079b16b1a6b00",
-                "sha256:34e95ffb0a68bffbc3b437f2d1f25fc916fef3df5cdeed0992da5f42fae9b807",
-                "sha256:39b03045c71f761aee96a12ebfbc2f4be89e724ff6f5e31c2574c1a0e2add8bd",
-                "sha256:3b93043b14ba7eb08c57afca19751658ece1cfa2f0b7b1fb5c7a41452fbb8482",
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+                "sha256:00c199e1c593e2c8b033136d7a08f0c376452bac8a896c923fcd6f419e07bdd2",
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+                "sha256:31dab1f3e1d0cdd57e8df01b645f52d43cc1b653ed3afd535d2891f4fc4f9712",
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+                "sha256:76013fef1c9cd1cd00d55efde516c154aa169f2bf059b197c263a255ba8a9ddf",
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+                "sha256:8b47ebd89e69fbf33d1c2df79759d7162fc80c7652dacfec136dae1c9b3afac7",
+                "sha256:8d219b4508f71d762368caec1fc180960569766049bbc4d38174f05e8ef2fe5b",
+                "sha256:8ec75f35f62571a43e31e7bd11749d974c1b5cd5ea4a8388725d579263c0fdf6",
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@@ -140,11 +148,11 @@
         },
         "s3transfer": {
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-            "version": "==0.6.2"
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@@ -156,12 +164,11 @@
         },
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-            "version": "==1.26.18"
+            "markers": "python_version >= '3.10'",
+            "version": "==2.0.7"
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@@ -172,21 +179,13 @@
         }
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         "aws-glue-libs": {
             "editable": true,
@@ -195,75 +194,72 @@
         },
         "awscli-local": {
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-                "sha256:8694445f4fcf11e1ed15c0cf47150b85f5904cc6f27ae8157043b89cf9f4b16a"
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@@ -323,101 +319,109 @@
             "markers": "python_version >= '3.8'",
             "version": "==1.16.0"
         },
+        "cfgv": {
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-            "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==41.0.6"
+            "version": "==41.0.7"
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         "dill": {
             "hashes": [
-                "sha256:6e12da0d8e49c220e8d6e97ee8882002e624f1160289ce85ec2cc0a5246b3a2e"
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+                "sha256:e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373"
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-            "markers": "python_version >= '2.6' and python_version != '3.0'",
-            "version": "==0.3.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.3.6"
+        },
+        "distlib": {
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+                "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784",
+                "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"
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+            "version": "==0.3.8"
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         "dnslib": {
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-                "sha256:9eb851ac721eea51834d43795478ac9b48272c61ba97cc4a160668b50aff39ec"
+                "sha256:39327e695f871574198b76ef506d9691d762b5344e0d66f5f78fefe1df99e7fd",
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-            "version": "==0.9.23"
+            "version": "==0.9.24"
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         "dnspython": {
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@@ -488,14 +499,22 @@
             "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.18.0"
         },
+        "filelock": {
+            "hashes": [
+                "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e",
+                "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.13.1"
+        },
         "flake8": {
             "hashes": [
-                "sha256:3833794e27ff64ea4e9cf5d410082a8b97ff1a06c16aa3d2027339cd0f1195c7",
-                "sha256:c61007e76655af75e6785a931f452915b371dc48f56efd765247c8fe68f2b181"
+                "sha256:33f96621059e65eec474169085dc92bf26e7b2d47366b70be2f67ab80dc25132",
+                "sha256:a6dfbb75e03252917f2473ea9653f7cd799c3064e54d4c8140044c5c065f53c3"
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             "index": "pypi",
             "markers": "python_full_version >= '3.8.1'",
-            "version": "==6.0.0"
+            "version": "==7.0.0"
         },
         "flake8-black": {
             "hashes": [
@@ -508,20 +527,28 @@
         },
         "flake8-bugbear": {
             "hashes": [
-                "sha256:39259814a83f33c8409417ee12dd4050c9c0bb4c8707c12fc18ae62b2f3ddee1",
-                "sha256:f136bd0ca2684f101168bba2310dec541e11aa6b252260c17dcf58d18069a740"
+                "sha256:46cc840ddaed26507cd0ada530d1526418b717ee76c9b5dfdbd238b5eab34139",
+                "sha256:bcb388a4f3b516258749b1e690ee394c082eff742f44595e3754cf5c7781c2c7"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==23.2.13"
+            "markers": "python_full_version >= '3.8.1'",
+            "version": "==24.1.17"
+        },
+        "identify": {
+            "hashes": [
+                "sha256:161558f9fe4559e1557e1bff323e8631f6a0e4837f7497767c1782832f16b62d",
+                "sha256:d40ce5fcd762817627670da8a7d8d8e65f24342d14539c59488dc603bf662e34"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.5.33"
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         "idna": {
             "hashes": [
-                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
-                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
+                "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca",
+                "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"
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             "markers": "python_version >= '3.5'",
-            "version": "==3.4"
+            "version": "==3.6"
         },
         "jmespath": {
             "hashes": [
@@ -533,23 +560,31 @@
         },
         "localstack": {
             "hashes": [
-                "sha256:d841044cfd5579f10431316ae30de9633b9e4a8fdd6eb6006eba6d7f4f1a3298",
-                "sha256:e1ebbef831450151f94c8d76b7c40bf4e336a2698ff4ac6a7634c210d458e6e5"
+                "sha256:7ae38500e60430809ae8f2a8d71bc98cd7bed154c1fd140a91298c873bcab338"
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             "index": "pypi",
-            "version": "==1.4.0"
+            "version": "==3.0.2"
         },
         "localstack-client": {
             "hashes": [
-                "sha256:377ed05e7854eb476dc73b0ab992c433c683bd1026aa84755eaa29f7561757c1"
+                "sha256:8b8b2ee6013265a55d3e312a4513efccd222131bed79395545a4f643704f9213"
             ],
-            "version": "==2.3"
+            "version": "==2.5"
+        },
+        "localstack-core": {
+            "hashes": [
+                "sha256:789352a723f6df702abc32b0048dcee62bfa2ee71cbf777deab8355159b038ec",
+                "sha256:cf2886367b28e909794401419cb50c50808b2ba8e7cbde99c703c14e13855799"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.0.2"
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         "localstack-ext": {
             "hashes": [
-                "sha256:fee7ac1e207fe78c047dc59fe1ef415b566f7157c08000fbc860257d8c6ffba8"
+                "sha256:28d33f1e34965707a72eab576da44fef493b6fb61793ffda2861240713e9d5f0"
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-            "version": "==1.4.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.0.2"
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         "markdown-it-py": {
             "hashes": [
@@ -583,6 +618,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==1.0.0"
         },
+        "nodeenv": {
+            "hashes": [
+                "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2",
+                "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"
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+            "version": "==1.8.0"
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                 "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
@@ -593,63 +636,72 @@
         },
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-                "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"
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-            "markers": "python_version >= '3.7'",
-            "version": "==0.11.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==0.12.1"
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-            "version": "==5.11.1"
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-            "version": "==3.11.0"
+            "markers": "python_version >= '3.8'",
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-            "version": "==5.9.6"
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         "py4j": {
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-            "version": "==0.10.9.5"
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@@ -659,19 +711,19 @@
         },
         "pyasn1": {
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-            "version": "==0.5.0"
+            "version": "==0.5.1"
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         "pycodestyle": {
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-                "sha256:347187bdb476329d98f695c213d7295a846d1152ff4fe9bacb8a9590b8ee7053",
-                "sha256:8a4eaf0d0495c7395bdab3589ac2db602797d76207242c17d470186815706610"
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-            "markers": "python_version >= '3.6'",
-            "version": "==2.10.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.11.1"
         },
         "pycparser": {
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@@ -682,27 +734,27 @@
         },
         "pyflakes": {
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-                "sha256:ec55bf7fe21fff7f1ad2f7da62363d749e2a470500eab1b555334b67aa1ef8cf",
-                "sha256:ec8b276a6b60bd80defed25add7e439881c19e64850afd9b346283d4165fd0fd"
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             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.0.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.2.0"
         },
         "pygments": {
             "hashes": [
-                "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692",
-                "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"
+                "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c",
+                "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.16.1"
+            "version": "==2.17.2"
         },
         "pyspark": {
             "hashes": [
-                "sha256:0dfd5db4300c1f6cc9c16d8dbdfb82d881b4b172984da71344ede1a9d4893da8"
+                "sha256:d41a9b76bd2aca370a6100d075c029e22ba44c5940927877e9435a3a9c566558"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==3.3.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.5.0"
         },
         "python-dateutil": {
             "hashes": [
@@ -796,11 +848,11 @@
         },
         "rich": {
             "hashes": [
-                "sha256:2b38e2fe9ca72c9a00170a1a2d20c63c790d0e10ef1fe35eba76e1e7b1d7d245",
-                "sha256:5c14d22737e6d5084ef4771b62d5d4363165b403455a30a1c8ca39dc7b644bef"
+                "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa",
+                "sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235"
             ],
             "markers": "python_full_version >= '3.7.0'",
-            "version": "==13.6.0"
+            "version": "==13.7.0"
         },
         "rsa": {
             "hashes": [
@@ -812,11 +864,11 @@
         },
         "s3transfer": {
             "hashes": [
-                "sha256:b014be3a8a2aab98cfe1abc7229cc5a9a0cf05eb9c1f2b86b230fd8df3f78084",
-                "sha256:cab66d3380cca3e70939ef2255d01cd8aece6a4907a9528740f668c4b0611861"
+                "sha256:3cdb40f5cfa6966e812209d0994f2a4709b561c88e90cf00c2696d2df4e56b2e",
+                "sha256:d0c8bbf672d5eebbe4e57945e23b972d963f07d82f661cabf678a5c88831595b"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==0.6.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==0.10.0"
         },
         "semver": {
             "hashes": [
@@ -826,6 +878,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==3.0.2"
         },
+        "setuptools": {
+            "hashes": [
+                "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05",
+                "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==69.0.3"
+        },
         "six": {
             "hashes": [
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
@@ -864,14 +924,29 @@
             "markers": "python_version < '3.11'",
             "version": "==2.0.1"
         },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783",
+                "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"
+            ],
+            "markers": "python_version < '3.11'",
+            "version": "==4.9.0"
+        },
         "urllib3": {
             "hashes": [
-                "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07",
-                "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"
+                "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84",
+                "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"
             ],
-            "index": "pypi",
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
-            "version": "==1.26.18"
+            "markers": "python_version >= '3.10'",
+            "version": "==2.0.7"
+        },
+        "virtualenv": {
+            "hashes": [
+                "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3",
+                "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==20.25.0"
         }
     }
 }
diff --git a/jobs/etl/__init__.py b/jobs/etl/__init__.py
index ca6b641..99558a8 100644
--- a/jobs/etl/__init__.py
+++ b/jobs/etl/__init__.py
@@ -1,4 +1,4 @@
 from .extract import extract
-from .load_postgresql import load_to_postgresql_db
 from .load_documentdb import load_to_document_db
+from .load_postgresql import load_to_postgresql_db
 from .load_s3 import load_to_s3
diff --git a/jobs/etl/extract.py b/jobs/etl/extract.py
index 1aa7bbe..d3a1847 100644
--- a/jobs/etl/extract.py
+++ b/jobs/etl/extract.py
@@ -1,9 +1,10 @@
 from typing import List
+
 from awsglue.context import GlueContext
 
 from jobs.io import read_from_options
-from libs.config import Config
 from libs.aws import AwsS3Client
+from libs.config import Config
 
 
 def extract(glueContext: GlueContext, config: Config):
diff --git a/jobs/etl/load_s3.py b/jobs/etl/load_s3.py
index 56f2071..95cf7ba 100644
--- a/jobs/etl/load_s3.py
+++ b/jobs/etl/load_s3.py
@@ -1,4 +1,5 @@
-from awsglue.context import GlueContext, DynamicFrame
+from awsglue.context import DynamicFrame, GlueContext
+
 from jobs.io.writer import write_from_options
 from libs.config import Config
 
diff --git a/jobs/io/__init__.py b/jobs/io/__init__.py
index 65677b3..d3d7f97 100644
--- a/jobs/io/__init__.py
+++ b/jobs/io/__init__.py
@@ -1,3 +1,3 @@
+from .helpers import get_connection_options
 from .reader import read_from_options
 from .writer import write_from_options
-from .helpers import get_connection_options
diff --git a/jobs/io/helpers.py b/jobs/io/helpers.py
index 9d3dde8..624ed7b 100644
--- a/jobs/io/helpers.py
+++ b/jobs/io/helpers.py
@@ -1,5 +1,6 @@
-from typing import Dict, Tuple, Union
+from typing import Dict, Optional, Tuple, Union
 from urllib.parse import quote
+
 from libs.common import load_tls_ca_bundle
 
 
@@ -8,8 +9,8 @@ def get_url_for_engine(
     port: int,
     database: str,
     engine: str,
-    user: str = None,
-    password: str = None,
+    user: Optional[str] = None,
+    password: Optional[str] = None,
     ssl: bool = False,
 ) -> str:
     """
@@ -44,8 +45,8 @@ def _build_mongodb_connection_string(
     port: int,
     database: str,
     engine: str,
-    user: str = None,
-    password: str = None,
+    user: Optional[str] = None,
+    password: Optional[str] = None,
     ssl: Union[bool, str] = False,
 ):
     encoded_user = _encode_mongodb_auth_special_chars(user)
@@ -61,7 +62,7 @@ def _build_mongodb_connection_string(
     return url
 
 
-def _encode_mongodb_auth_special_chars(authchars: str):
+def _encode_mongodb_auth_special_chars(authchars: Optional[str] = None):
     """
     This is a helper function to encode special characters
     that might be present on user, password, tokens, etc:
@@ -108,7 +109,7 @@ def get_connection_type(engine: str, ssl: bool = False) -> str:
     return connection_type
 
 
-def get_driver_for_engine(engine: str = None) -> str:
+def get_driver_for_engine(engine: Optional[str] = None) -> str:
     """
     Returns the driver for the engine
 
@@ -128,7 +129,7 @@ def get_driver_for_engine(engine: str = None) -> str:
     return drivers[engine]
 
 
-def get_format_for_engine(engine: str = None) -> str:
+def get_format_for_engine(engine: Optional[str] = None) -> str:
     """
     Returns the format for the engine
 
@@ -150,21 +151,21 @@ def get_format_for_engine(engine: str = None) -> str:
 
 def get_connection_options(
     engine: str,
-    host: str = None,
-    port: int = None,
-    database: str = None,
-    user: str = None,
-    password: str = None,
+    host: str,
+    port: int,
+    database: str,
+    user: Optional[str],
+    password: Optional[str],
+    dbtable: Optional[str],
+    collection: Optional[str],
+    aws_access_key_id: Optional[str],
+    aws_secret_access_key: Optional[str],
+    aws_region_name: Optional[str],
+    aws_session_token: Optional[str],
+    aws_endpoint_url: Optional[str],
+    paths: Optional[str],
+    path: Optional[str],
     ssl: bool = False,
-    dbtable: str = None,
-    collection: str = None,
-    aws_access_key_id: str = None,
-    aws_secret_access_key: str = None,
-    aws_region_name: str = None,
-    aws_session_token: str = None,
-    aws_endpoint_url: str = None,
-    paths: str = None,
-    path: str = None,
 ) -> Tuple[str, str, Dict[str, str]]:
     """
     Returns the format and options for the engine. Will use the AWS credentials
@@ -176,7 +177,6 @@ def get_connection_options(
     :param engine: The engine to get the format and options for
     :param user: The user to connect with
     :param password: The password to connect with
-    :param ssl: Whether to use ssl or not
     :param dbtable: The table to connect to
     :param collection: The collection to connect to
     :param aws_access_key_id: The aws access key id to connect with
@@ -185,6 +185,7 @@ def get_connection_options(
     :param aws_session_token: The aws session token to connect with
     :param aws_endpoint_url: The aws endpoint url to connect with
     :param path: The path to connect to
+    :param ssl: Whether to use ssl or not
     :return: The format and options for the engine
     """
     if engine is None:
diff --git a/jobs/io/reader.py b/jobs/io/reader.py
index cc3c6fb..45313d1 100644
--- a/jobs/io/reader.py
+++ b/jobs/io/reader.py
@@ -1,4 +1,5 @@
-from awsglue.context import GlueContext, DynamicFrame
+from awsglue.context import DynamicFrame, GlueContext
+
 from .helpers import get_connection_options
 
 
diff --git a/jobs/io/writer.py b/jobs/io/writer.py
index 5269deb..14e5a60 100644
--- a/jobs/io/writer.py
+++ b/jobs/io/writer.py
@@ -1,4 +1,5 @@
-from awsglue.context import GlueContext, DynamicFrame
+from awsglue.context import DynamicFrame, GlueContext
+
 from .helpers import get_connection_options
 
 
diff --git a/jobs/pyspark_hello_world.py b/jobs/pyspark_hello_world.py
index 4c0fe2b..6d8d727 100644
--- a/jobs/pyspark_hello_world.py
+++ b/jobs/pyspark_hello_world.py
@@ -1,11 +1,13 @@
 import sys
 
-from awsglue.utils import getResolvedOptions
-from pyspark.context import SparkContext
 from awsglue.context import GlueContext
 from awsglue.job import Job
+from awsglue.utils import getResolvedOptions
+from pyspark.context import SparkContext
+
+from jobs.etl import extract, load_to_postgresql_db, load_to_s3
 
-from jobs.etl import extract, load_to_s3, load_to_postgresql_db, load_to_document_db
+# from jobs.etl import load_to_document_db # isort: skip_file
 from libs.config import get_config
 
 args = getResolvedOptions(sys.argv, ["JOB_NAME"])
diff --git a/libs/aws/s3.py b/libs/aws/s3.py
index e369780..a89dfff 100644
--- a/libs/aws/s3.py
+++ b/libs/aws/s3.py
@@ -1,5 +1,7 @@
-from typing import Union
 import boto3
+
+from typing import Union, Optional
+
 from libs.config import get_config
 
 
@@ -10,12 +12,12 @@ class AwsS3Client:
 
     def __init__(
         self,
-        bucket_name: str = None,
-        aws_access_key_id: str = None,
-        aws_secret_access_key: str = None,
-        aws_region_name: str = None,
-        aws_session_token: str = None,
-        aws_endpoint_url: str = None,
+        bucket_name: Optional[str] = None,
+        aws_access_key_id: Optional[str] = None,
+        aws_secret_access_key: Optional[str] = None,
+        aws_region_name: Optional[str] = None,
+        aws_session_token: Optional[str] = None,
+        aws_endpoint_url: Optional[str] = None,
     ):
         """
         :param bucket_name: The name of the bucket.
diff --git a/libs/common/__init__.py b/libs/common/__init__.py
index 0524da9..b3edd3d 100644
--- a/libs/common/__init__.py
+++ b/libs/common/__init__.py
@@ -1,2 +1,2 @@
-from .util import cached_property
 from .perm import load_tls_ca_bundle
+from .util import cached_property
diff --git a/libs/config/__init__.py b/libs/config/__init__.py
index fb3843d..fde02d8 100644
--- a/libs/config/__init__.py
+++ b/libs/config/__init__.py
@@ -1 +1 @@
-from .config import get_config, Config
+from .config import Config, get_config
diff --git a/libs/config/env.py b/libs/config/env.py
index d469f04..6bc4cac 100644
--- a/libs/config/env.py
+++ b/libs/config/env.py
@@ -1,5 +1,5 @@
 import os
-from typing import Any
+from typing import Any, Dict, Optional
 
 
 class EnvironmentVariable:
@@ -10,7 +10,7 @@ class EnvironmentVariable:
     args = {}
     cache = {}
 
-    def __init__(self, args: dict = None) -> None:
+    def __init__(self, args: Optional[Dict[str, Any]] = None) -> None:
         if args is None:
             args = dict()
         self.args = args
@@ -38,7 +38,7 @@ def get_var(self, key, default: Any = None, throw_error: bool = False) -> Any:
 envs_instance = None
 
 
-def get_envs(args: dict = None) -> EnvironmentVariable:
+def get_envs(args: Optional[Dict[str, Any]] = None) -> EnvironmentVariable:  # type: ignore
     """
     Get the envs instance. If it doesn't exist, create it.
 
diff --git a/libs/config/secrets.py b/libs/config/secrets.py
index c32d65d..2d5ec6a 100644
--- a/libs/config/secrets.py
+++ b/libs/config/secrets.py
@@ -1,7 +1,9 @@
 from __future__ import annotations
-import boto3
+
 import base64
 import json
+
+import boto3
 from botocore.exceptions import ClientError
 
 secrets_resolver_instance = None
diff --git a/libs/db/docdb_mongo.py b/libs/db/docdb_mongo.py
index 818b2e1..056fdbc 100644
--- a/libs/db/docdb_mongo.py
+++ b/libs/db/docdb_mongo.py
@@ -1,5 +1,7 @@
-from libs.common import load_tls_ca_bundle
 from pymongo import MongoClient as PyMongoClient
+
+from libs.common import load_tls_ca_bundle
+
 from .mongo import MongoClient
 
 
diff --git a/libs/db/mongo.py b/libs/db/mongo.py
index 62eda7f..2a0d36d 100644
--- a/libs/db/mongo.py
+++ b/libs/db/mongo.py
@@ -1,6 +1,9 @@
-from typing import Any, Dict, List, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
+
 from pymongo import MongoClient as PyMongoClient
-from libs.common.logconfig import LogConfig
+from pymongo import errors as pymongo_exceptions
+
+from libs.common.logconfig import LogConfig  # type: ignore
 
 
 class MongoClient:
@@ -14,7 +17,7 @@ def __init__(
         port: int,
         database: str,
         protocol: str = "mongodb",
-        collection: str = None,
+        collection: Optional[str] = None,
         throw_error: bool = True,
     ) -> None:
         connection_uri = (
@@ -31,9 +34,9 @@ def __init__(
         )
 
         if self._conn is None and throw_error:
-            raise Exception(
-                "Could not connect to " + host + ":" + port + " was not found."
-            )
+            msg = f"Could not connect to {host}:{port} with user {user} and password {password}"
+            self.logger.error(msg)
+            raise pymongo_exceptions.ConnectionFailure(msg)
 
         self._db = self._conn[database]
         self.logger.info("Connected to database: " + database)
@@ -70,8 +73,8 @@ def find_sorted_limit(
         self,
         query: Dict[str, Any],
         sort: List[Tuple[str, int]],
-        limit: int,
-        projection: Dict[str, Any] = None,
+        limit: int,  # type: ignore
+        projection: Optional[Dict[str, Any]] = None,
     ) -> List[Dict[str, Any]]:
         return list(self._collection.find(query, projection).sort(sort).limit(limit))
 
@@ -80,21 +83,16 @@ def find_sorted_limit_skip(
         query: Dict[str, Any],
         sort: List[Tuple[str, int]],
         limit: int,
-        skip: int,
-        projection: Dict[str, Any] = None,
+        skip: int,  # type: ignore
+        projection: Optional[Dict[str, Any]] = None,
     ) -> List[Dict[str, Any]]:
         return list(
             self._collection.find(query, projection).sort(sort).limit(limit).skip(skip)
         )
 
-    def find_one(self, query: Dict[str, Any]) -> Dict[str, Any]:
+    def find_one(self, query: Dict[str, Any]) -> Optional[Dict[str, Any]]:
         return self._collection.find_one(query)
 
-    def find_one_and_update(
-        self, query: Dict[str, Any], update: Dict[str, Any]
-    ) -> Dict[str, Any]:
-        return self._collection.find_one_and_update(query, update)
-
     def find_one_and_delete(self, query: Dict[str, Any]) -> Dict[str, Any]:
         return self._collection.find_one_and_delete(query)