diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..9f4e826
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,7 @@
+[flake8]
+max-line-length = 88
+max-complexity = 18
+# E999 Ignore syntax errors bc we use py3.11
+# C901 Ignore complexity errors bc I don't feel like rewriting several files
+# A005 Shadowing built-in modules
+ignore = E203, E266, E501, W503, RST304, C901, E999, A005 
diff --git a/.github/pr-labeler.yml b/.github/pr-labeler.yaml
similarity index 100%
rename from .github/pr-labeler.yml
rename to .github/pr-labeler.yaml
diff --git a/.github/workflows/feature_branch.yaml b/.github/workflows/feature_branch.yaml
new file mode 100644
index 0000000..a7cf192
--- /dev/null
+++ b/.github/workflows/feature_branch.yaml
@@ -0,0 +1,11 @@
+name: Feature branch
+on:
+  push:
+    branches-ignore:
+      [master]
+
+jobs:
+  lint:
+    name: Lint
+    uses: ./.github/workflows/lint.yaml
+    secrets: inherit
diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
new file mode 100644
index 0000000..20f384c
--- /dev/null
+++ b/.github/workflows/lint.yaml
@@ -0,0 +1,33 @@
+name: "Lint"
+on: workflow_call
+
+jobs:
+  lint:
+    name: Lint
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
+        
+      - name: Set up SSH
+        uses: webfactory/ssh-agent@dc588b651fe13675774614f8e6a936a468676387 # v0.9.0
+        with:
+          ssh-private-key: ${{ secrets.SSH_PRIVATE_KEY }}
+
+      - name: Install Python
+        uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
+        with:
+          python-version: "3.9"
+
+      - name: Install Poetry
+        uses: snok/install-poetry@bafa4d4adfc54e5fba0da6c1eb34001a4fdbaa4c # v1.0
+        with:
+          version: 1.8.3
+
+      - name: Install Dependencies
+        run: poetry install
+
+      - name: Pre-Commit
+        run: poetry run pre-commit run --all-files
+
diff --git a/.github/workflows/main_branch.yaml b/.github/workflows/main_branch.yaml
new file mode 100644
index 0000000..4f0a29b
--- /dev/null
+++ b/.github/workflows/main_branch.yaml
@@ -0,0 +1,86 @@
+# Action for merging PRs into the main branch
+name: Main Branch
+
+on:
+  workflow_dispatch:
+  pull_request:
+    types: [closed]
+    branches:
+      - master
+
+jobs:
+  lint:
+    name: Lint
+    uses: ./.github/workflows/lint.yaml
+    secrets: inherit
+
+  release:
+    name: Create GitHub Release
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+
+    steps:
+      - name: Check if PR was merged
+        run: |
+          if [ ${{ github.event_name }} == 'pull_request' ]; then
+            if [ ${{ github.event.pull_request.merged }} == 'false' ]; then
+              echo "This PR was closed without merging. Exiting..."
+              exit 0
+            fi
+          fi
+
+      - name: Checkout code
+        uses: actions/checkout@v3.1.0
+        with:
+          fetch-depth: 0
+
+      - name: TOML Reader
+        id: read_toml
+        uses: SebRollen/toml-action@2bd04b06a3ebc3e6a3eb6060de115710cad16cd6 #v1.0.2
+        with:
+          file: 'pyproject.toml'
+          field: 'tool.poetry.version'
+
+      - name: Define TAG
+        run: |
+          export VERSION="${{ steps.read_toml.outputs.value }}"
+          echo "TAG=v$VERSION" >> $GITHUB_ENV
+
+      - name: Check if tag exists
+        id: check_tag
+        uses: actions/github-script@v6
+        with:
+          result-encoding: string
+          script: |
+            const tag = process.env.TAG;
+            const { owner, repo } = context.repo;
+            try {
+              await github.rest.git.getRef({
+                owner,
+                repo,
+                ref: `tags/${tag}`,
+              });
+              // If the API call doesn't throw an error, the tag exists
+              return true;
+            } catch (error) {
+              // If the API call throws an error, the tag doesn't exist
+              return false;
+            }
+        env:
+          TAG: ${{ env.TAG }}
+
+      - name: Create Release and Tag
+        uses: actions/github-script@v6
+        with:
+          result-encoding: string
+          retries: 3
+          script: |
+            github.rest.repos.createRelease({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              tag_name: process.env.TAG,
+              target_commitish: context.sha,
+              name: process.env.TAG,
+              generate_release_notes: true
+            })
\ No newline at end of file
diff --git a/.github/workflows/pr-labeler.yml b/.github/workflows/pr-labeler.yaml
similarity index 87%
rename from .github/workflows/pr-labeler.yml
rename to .github/workflows/pr-labeler.yaml
index 232ef92..45d0ee8 100644
--- a/.github/workflows/pr-labeler.yml
+++ b/.github/workflows/pr-labeler.yaml
@@ -19,4 +19,4 @@ jobs:
       - uses: TimonVS/pr-labeler-action@v4
         with: 
           repo-token: ${{ secrets.GITHUB_TOKEN }}
-          congiruation-path: .github/pr-labeler.yml
+          configuration-path: .github/pr-labeler.yaml
diff --git a/.github/workflows/tag-it.yml b/.github/workflows/tag-it.yml
deleted file mode 100644
index 3372b39..0000000
--- a/.github/workflows/tag-it.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-name: Tag It
-
-# Controls when the workflow will run
-on:
-  workflow_dispatch:
-  pull_request:
-    types: [ closed ] 
-    branches: [ master ]
-
-
-# Tag jobs
-jobs:
-  tag-pr: 
-    if: github.event.pull_request.merged == true || github.event_name == 'workflow_dispatch'
-    runs-on: ubuntu-latest 
-    steps: 
-      - uses: actions/checkout@v3
-      - name: Tag It
-        run: | 
-          < S3MP/_version.py sed -n 's/^__version__ = \"\(.*\)\"$/v\1/p'
-          version=$(< S3MP/_version.py sed -n 's/^__version__ = \"\(.*\)\"$/v\1/p')
-          echo "version: $version"
-          git tag $version
-          git push -u origin $version
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..5254897
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,25 @@
+repos:
+- repo: https://github.com/pycqa/isort
+  rev: 5.12.0
+  hooks:
+    - id: isort
+      args: ["--profile", "black"]
+- repo: https://github.com/ambv/black
+  rev: 23.3.0
+  hooks:
+    - id: black
+- repo: https://github.com/pycqa/flake8
+  rev: '6.1.0'
+  hooks:
+    - id: flake8
+      exclude: (tests|doc)
+      additional_dependencies: [
+          'flake8-docstrings',
+          'flake8-builtins',
+          'flake8-logging-format',
+          'flake8-rst-docstrings',
+          'pygments',
+          'pep8-naming'
+      ]
+default_language_version:
+    python: python3
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..a02597f
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.9
\ No newline at end of file
diff --git a/S3MP/__init__.py b/S3MP/__init__.py
index 7b35f0e..9ef5353 100755
--- a/S3MP/__init__.py
+++ b/S3MP/__init__.py
@@ -1,2 +1,4 @@
 """S3 MirrorPath package."""
-from ._version import __version__
\ No newline at end of file
+from ._version import __version__
+
+__all__ = ["__version__"]
diff --git a/S3MP/_version.py b/S3MP/_version.py
index 0bea833..1ee95cb 100755
--- a/S3MP/_version.py
+++ b/S3MP/_version.py
@@ -1,3 +1,3 @@
 """Semantic versioning for S3MP."""
 
-__version__ = "0.5.2"
+__version__ = "0.5.3"
diff --git a/S3MP/async_utils.py b/S3MP/async_utils.py
index 56c6962..216daf9 100755
--- a/S3MP/async_utils.py
+++ b/S3MP/async_utils.py
@@ -1,10 +1,13 @@
 """Asynchronous transfer utilities."""
-from S3MP.global_config import S3MPConfig
-import aioboto3
 import asyncio
 from typing import Coroutine, List
+
+import aioboto3
+
+from S3MP.global_config import S3MPConfig
 from S3MP.mirror_path import MirrorPath
 
+
 async def async_upload_from_mirror(mirror_path: MirrorPath):
     """Asynchronously upload a file from a MirrorPath."""
     session = aioboto3.Session()
diff --git a/S3MP/callbacks.py b/S3MP/callbacks.py
index 431aeb2..0d0bb54 100755
--- a/S3MP/callbacks.py
+++ b/S3MP/callbacks.py
@@ -1,13 +1,11 @@
-"""
-S3 callbacks to be used for boto3 transfers (uploads, downloads, and copies).
-"""
+"""S3 callbacks to be used for boto3 transfers (uploads, downloads, and copies)."""
 from pathlib import Path
-from S3MP.global_config import S3MPConfig
-import os
+
 import tqdm
 
+from S3MP.global_config import S3MPConfig
 from S3MP.mirror_path import MirrorPath
-from S3MP.types import SList, S3Resource
+from S3MP.types import S3Resource, SList
 
 
 class FileSizeTQDMCallback(tqdm.tqdm):
@@ -29,25 +27,31 @@ def __init__(
         :param is_download: Marker for upload/download transfer.
         """
         if transfer_objs is None:
-            return 
+            return
         if resource is None:
             resource = S3MPConfig.s3_resource
         if bucket_key is None:
             bucket_key = S3MPConfig.default_bucket_key
         if not isinstance(transfer_objs, list):
             transfer_objs = [transfer_objs]
-        
 
         self._total_bytes = 0
         for transfer_mapping in transfer_objs:
             if is_download:
-                s3_key = transfer_mapping.s3_key if isinstance(transfer_mapping, MirrorPath) else transfer_mapping
+                s3_key = (
+                    transfer_mapping.s3_key
+                    if isinstance(transfer_mapping, MirrorPath)
+                    else transfer_mapping
+                )
                 self._total_bytes += resource.Object(bucket_key, s3_key).content_length
             else:
-                local_path = transfer_mapping.local_path if isinstance(transfer_mapping, MirrorPath) else transfer_mapping
+                local_path = (
+                    transfer_mapping.local_path
+                    if isinstance(transfer_mapping, MirrorPath)
+                    else transfer_mapping
+                )
                 self._total_bytes += local_path.stat().st_size
 
-
         transfer_str = "Download" if is_download else "Upload"
         super().__init__(
             self,
diff --git a/S3MP/global_config.py b/S3MP/global_config.py
index da02d99..00fbb94 100755
--- a/S3MP/global_config.py
+++ b/S3MP/global_config.py
@@ -1,11 +1,14 @@
 """Set global values for S3MP module."""
+import tempfile
 from configparser import ConfigParser
 from dataclasses import dataclass
 from pathlib import Path
-import tempfile
 from typing import Callable
+
 import boto3
-from S3MP.types import S3Client, S3Resource, S3Bucket, S3TransferConfig
+
+from S3MP.types import S3Bucket, S3Client, S3Resource, S3TransferConfig
+
 
 def get_config_file_path() -> Path:
     """Get the location of the config file."""
@@ -14,17 +17,21 @@ def get_config_file_path() -> Path:
 
 
 class Singleton(type):
-    # Singleton metaclass 
+    """Singleton metaclass."""
+
     _instances = {}
 
     def __call__(cls, *args, **kwargs):
+        """Get instance of class."""
         if cls not in cls._instances:
             cls._instances[cls] = super().__call__(*args, **kwargs)
         return cls._instances[cls]
 
+
 @dataclass
 class S3MPConfig(metaclass=Singleton):
     """Singleton class for S3MP globals."""
+
     # Boto3 Objects
     _s3_client: S3Client = None
     _s3_resource: S3Resource = None
@@ -45,14 +52,14 @@ def s3_client(self) -> S3Client:
         if not self._s3_client:
             self._s3_client = boto3.client("s3")
         return self._s3_client
-    
+
     @property
     def s3_resource(self) -> S3Resource:
         """Get S3 resource."""
         if not self._s3_resource:
             self._s3_resource = boto3.resource("s3")
         return self._s3_resource
-    
+
     @property
     def bucket(self, bucket_key: str = None) -> S3Bucket:
         """Get bucket."""
@@ -63,42 +70,44 @@ def bucket(self, bucket_key: str = None) -> S3Bucket:
                 raise ValueError("No default bucket key set.")
             self._bucket = self.s3_resource.Bucket(self.default_bucket_key)
         return self._bucket
-    
+
     @property
     def mirror_root(self) -> Path:
         """Get mirror root."""
         if self._mirror_root is None:
-            print("Mirror Root not set, a temporary directory will be used as the mirror root.")
+            print(
+                "Mirror Root not set, a temporary directory will be used as the mirror root."
+            )
             self._mirror_root = Path(tempfile.gettempdir())
         return self._mirror_root
-    
+
     def load_config(self, config_file_path: Path = None):
         """Load the config file."""
         config_file_path = config_file_path or get_config_file_path()
         config = ConfigParser()
         config.read(config_file_path)
-        
+
         if "DEFAULT" not in config:
-            return 
-        
+            return
+
         if "default_bucket_key" in config["DEFAULT"]:
             self.default_bucket_key = config["DEFAULT"]["default_bucket_key"]
-        
+
         if "mirror_root" in config["DEFAULT"]:
             self._mirror_root = Path(config["DEFAULT"]["mirror_root"])
-    
+
     def save_config(self, config_file_path: Path = None):
         """Write config file."""
         config_file_path = config_file_path or get_config_file_path()
         config = ConfigParser()
-        config['DEFAULT'] = {}
+        config["DEFAULT"] = {}
         if self.default_bucket_key:
-            config['DEFAULT']['default_bucket_key'] = self.default_bucket_key
+            config["DEFAULT"]["default_bucket_key"] = self.default_bucket_key
         if self._mirror_root:
-            config['DEFAULT']['mirror_root'] = str(self._mirror_root)
-        with open(config_file_path, 'w') as configfile:
+            config["DEFAULT"]["mirror_root"] = str(self._mirror_root)
+        with open(config_file_path, "w") as configfile:
             config.write(configfile)
 
 
-S3MPConfig = S3MPConfig() 
+S3MPConfig = S3MPConfig()
 S3MPConfig.load_config()
diff --git a/S3MP/keys.py b/S3MP/keys.py
index fa75d60..53f4ab8 100755
--- a/S3MP/keys.py
+++ b/S3MP/keys.py
@@ -1,9 +1,10 @@
 """S3 key modification utilities."""
-from enum import Enum
 import itertools
 from dataclasses import dataclass
+from enum import Enum
 from typing import List, Tuple
-from S3MP.prefix_queries import get_folders_within_folder, get_files_within_folder
+
+from S3MP.prefix_queries import get_files_within_folder, get_folders_within_folder
 
 
 @dataclass
@@ -21,16 +22,16 @@ def __call__(self, *args, **kwargs):
         """Set data via calling."""
         self = self.__copy__()
         if len(args) == 1:
-            if type(args[0]) == str:
-                self.name = args[0] 
+            if isinstance(args[0], str):
+                self.name = args[0]
             elif isinstance(args[0], Enum):
                 self.name = args[0].value
             else:
-                try: 
+                try:
                     self.name = str(args[0])
-                except:
+                except Exception:
                     raise TypeError(f"Cannot convert {args[0]} to str.")
-    
+
         for key in self.__dict__.keys():
             if key in kwargs:
                 setattr(self, key, kwargs[key])
@@ -40,11 +41,11 @@ def __call__(self, *args, **kwargs):
     def __copy__(self):
         """Copy."""
         return KeySegment(self.depth, self.name, self.is_file, self.incomplete_name)
-    
+
     def copy(self):
         """Copy."""
         return self.__copy__()
-    
+
     def __repr__(self):
         """Class representation."""
         return f"{self.__class__.__name__}(depth={self.depth}, name={self.name}, is_file={self.is_file}, incomplete_name={self.incomplete_name})"
@@ -77,7 +78,7 @@ def replace_key_segments(
     key: str, segments: List[KeySegment], max_len: int = None
 ) -> str:
     """Replace segments of a key with new segments."""
-    if type(segments) == KeySegment:
+    if isinstance(segments, KeySegment):
         segments = [segments]
     segments = sorted(segments, key=lambda x: x.depth)
     key_segments = key.split("/")
@@ -102,9 +103,10 @@ def replace_key_segments(
 def replace_key_segments_at_relative_depth(key: str, segments: List[KeySegment]) -> str:
     """
     Replace segments of a key with new segments at a relative depth.
+
     0 would be the deepest segment, -1 would be the second deepest, etc.
     """
-    if type(segments) == KeySegment:
+    if isinstance(segments, KeySegment):
         segments = [segments]
     segments = sorted(segments, key=lambda x: x.depth)
     key_segments = [seg for seg in key.split("/") if seg]
@@ -166,7 +168,7 @@ async def dfs_matching_key_gen(
 def sync_dfs_matching_key_gen(
     segments: List[KeySegment], path: str = None, current_depth: int = None
 ):
-    """Synchronous generation of all matching keys from a path, depth first."""
+    """Generate all matching keys synchronously from a path, depth first."""
     if current_depth is None:
         segments = sorted(segments, key=lambda x: x.depth)
         path, current_depth = build_s3_key(segments)
diff --git a/S3MP/mirror_path.py b/S3MP/mirror_path.py
index 5f76ce4..bc0f99c 100755
--- a/S3MP/mirror_path.py
+++ b/S3MP/mirror_path.py
@@ -1,11 +1,14 @@
 """S3 Mirror pathing management."""
 from __future__ import annotations
+
 import concurrent.futures
-from typing import Callable, Dict, List
-from pathlib import Path
-from tqdm import tqdm
 import shutil
+from pathlib import Path
+from typing import Callable, Dict, List
+
 import psutil
+from tqdm import tqdm
+
 from S3MP.global_config import S3MPConfig
 from S3MP.keys import KeySegment, get_matching_s3_keys
 from S3MP.utils.local_file_utils import (
@@ -13,15 +16,21 @@
     DEFAULT_SAVE_LEDGER,
     delete_local_path,
 )
-
-from S3MP.utils.s3_utils import delete_key_on_s3, download_key, key_exists_on_s3, key_is_file_on_s3, s3_list_child_keys, upload_to_key
+from S3MP.utils.s3_utils import (
+    delete_key_on_s3,
+    download_key,
+    key_exists_on_s3,
+    key_is_file_on_s3,
+    s3_list_child_keys,
+    upload_to_key,
+)
 
 
 class MirrorPath:
     """A path representing an S3 file and its local mirror."""
 
     def __init__(
-        self, 
+        self,
         key_segments: List[KeySegment],
         mirror_root: Path = None,
     ):
@@ -31,19 +40,19 @@ def __init__(
         self._local_path_override: Path = None
 
         self.mirror_root = mirror_root or S3MPConfig.mirror_root
-    
+
     @property
     def s3_key(self) -> str:
         """Get s3 key."""
         ret_key = "/".join([str(s.name) for s in self.key_segments])
         # We'll infer folder/file based on extension
-        return ret_key if '.' in self.key_segments[-1].name else f"{ret_key}/"
-    
+        return ret_key if "." in self.key_segments[-1].name else f"{ret_key}/"
+
     @property
     def local_path(self) -> Path:
         """Get local path."""
         return self._local_path_override or Path(S3MPConfig.mirror_root) / self.s3_key
-    
+
     def override_local_path(self, local_path: Path):
         """Override local path."""
         self._local_path_override = local_path
@@ -51,29 +60,26 @@ def override_local_path(self, local_path: Path):
     @staticmethod
     def from_s3_key(s3_key: str, **kwargs: Dict) -> MirrorPath:
         """Create a MirrorPath from an s3 key."""
-        # s3_key = s3_key.removesuffix('/')
         s3_key = s3_key[:-1] if s3_key.endswith("/") else s3_key
-        key_segments = [KeySegment(idx, s) for idx, s in enumerate(s3_key.split('/'))]
+        key_segments = [KeySegment(idx, s) for idx, s in enumerate(s3_key.split("/"))]
         return MirrorPath(key_segments, **kwargs)
-    
+
     @staticmethod
-    def from_local_path(local_path: Path, mirror_root: Path = None, **kwargs: Dict) -> MirrorPath:
+    def from_local_path(
+        local_path: Path, mirror_root: Path = None, **kwargs: Dict
+    ) -> MirrorPath:
         """Create a MirrorPath from a local path."""
         mirror_root = mirror_root or S3MPConfig.mirror_root
         s3_key = local_path.relative_to(mirror_root).as_posix()
         return MirrorPath.from_s3_key(s3_key, **kwargs)
-    
+
     def __copy__(self):
         """Copy."""
-        return MirrorPath( 
-            self.key_segments,
-            **self.__dict__
-        )
+        return MirrorPath(self.key_segments, **self.__dict__)
 
     def __repr__(self):
         """Class representation."""
         return f"{self.__class__.__name__}({self.s3_key})"
-    
 
     def exists_in_mirror(self) -> bool:
         """Check if file exists in mirror."""
@@ -86,7 +92,7 @@ def exists_on_s3(self) -> bool:
     def is_file_on_s3(self) -> bool:
         """Check if is a file on s3."""
         return key_is_file_on_s3(self.s3_key)
-    
+
     def update_callback_on_skipped_transfer(self):
         """Update the current global callback if the transfer gets skipped."""
         if S3MPConfig.callback and self in S3MPConfig.callback._transfer_objs:
@@ -152,14 +158,28 @@ def get_child(self, child_name: str) -> MirrorPath:
 
     def get_children_on_s3(self) -> List[MirrorPath]:
         """Get all children on s3."""
-        resp = s3_list_child_keys(self.s3_key)
-        child_s3_keys = [] 
-        # TODO decide if s3_utils is a better spot for this 
-        if 'Contents' in resp:
-            child_s3_keys = [obj['Key'] for obj in resp['Contents'] if obj['Key'] != self.s3_key]
-        if 'CommonPrefixes' in resp:
-            child_s3_keys += [obj['Prefix'] for obj in resp['CommonPrefixes']]
-        return [MirrorPath.from_s3_key(s3_key) for s3_key in child_s3_keys]
+        child_s3_keys = []
+        continuation_token = None
+
+        while True:
+            resp = s3_list_child_keys(
+                self.s3_key, continuation_token=continuation_token
+            )
+
+            # Collect keys from the current response
+            if "Contents" in resp:
+                child_s3_keys.extend(
+                    obj["Key"] for obj in resp["Contents"] if obj["Key"] != self.s3_key
+                )
+            if "CommonPrefixes" in resp:
+                child_s3_keys.extend(obj["Prefix"] for obj in resp["CommonPrefixes"])
+
+            # Check if there are more pages to fetch
+            if "NextContinuationToken" in resp:
+                continuation_token = resp["NextContinuationToken"]
+            else:
+                break
+        return [MirrorPath.from_s3_key(key) for key in child_s3_keys]
 
     def get_parent(self) -> MirrorPath:
         """Get the parent of this file."""
@@ -183,6 +203,7 @@ def load_local(
     ):
         """
         Load local file, infer file type and load.
+
         Setting download to false will still download if the file is not present.
         """
         if download or overwrite or not self.exists_in_mirror():
@@ -204,7 +225,7 @@ def save_local(
         try:
             self.local_path.parent.mkdir(parents=True, exist_ok=True)
         except FileExistsError:  # handle for race conditions
-            pass    
+            pass
         if save_fn is None:
             suffix = self.local_path.suffix[1:].lower()
             save_fn = DEFAULT_SAVE_LEDGER[suffix]
@@ -226,8 +247,8 @@ def copy_to_mp_mirror_only(self, dest_mp: MirrorPath):
         shutil.copy(self.local_path, dest_mp.local_path)
 
     def copy_to_mp(self, dest_mp: MirrorPath, use_mirror_as_src: bool = False):
-        """Copy this file to a destination, on S3 and in the mirror. 
-        
+        """Copy this file to a destination, on S3 and in the mirror.
+
         By default, assumes the S3 copy is the source of truth.
         If use_mirror_as_src is True, assumes the mirror is the source of truth.
         """
@@ -243,19 +264,12 @@ def copy_to_mp(self, dest_mp: MirrorPath, use_mirror_as_src: bool = False):
             dest_mp.download_to_mirror(overwrite=True)
 
 
-def get_matching_s3_mirror_paths(
-    segments: List[KeySegment]
-):
+def get_matching_s3_mirror_paths(segments: List[KeySegment]):
     """Get matching S3 mirror paths."""
-    return [ 
-        MirrorPath.from_s3_key(key)
-        for key in get_matching_s3_keys(segments)
-    ]
+    return [MirrorPath.from_s3_key(key) for key in get_matching_s3_keys(segments)]
 
 
-def multithread_download_mps_to_mirror(
-    mps: list[MirrorPath], overwrite: bool = False
-):
+def multithread_download_mps_to_mirror(mps: list[MirrorPath], overwrite: bool = False):
     """Download a list of MirrorPaths to the local mirror."""
     n_procs = psutil.cpu_count(logical=False)
     proc_executor = concurrent.futures.ProcessPoolExecutor(max_workers=n_procs)
@@ -273,4 +287,4 @@ def multithread_download_mps_to_mirror(
     for pf in all_proc_futures_except:
         raise pf.exception()
 
-    proc_executor.shutdown(wait=True)
\ No newline at end of file
+    proc_executor.shutdown(wait=True)
diff --git a/S3MP/multipart_uploads.py b/S3MP/multipart_uploads.py
index 1e5bf6e..d0db97d 100755
--- a/S3MP/multipart_uploads.py
+++ b/S3MP/multipart_uploads.py
@@ -1,12 +1,11 @@
 """S3MP multipart uploads."""
 import concurrent.futures
 import math
-import S3MP
-from S3MP.async_utils import sync_gather_threads
-from S3MP.global_config import S3MPConfig
-from S3MP.transfer_configs import MB
 
+import S3MP  # noqa: F401
+from S3MP.global_config import S3MPConfig
 from S3MP.mirror_path import MirrorPath
+from S3MP.transfer_configs import MB
 from S3MP.types import S3Bucket
 
 
@@ -53,7 +52,7 @@ def resume_multipart_upload(
     with open(mirror_path.local_path, "rb") as f:
         with concurrent.futures.ThreadPoolExecutor(max_workers=max_threads) as executor:
             # Verify existing parts.
-            assert(all(part.size == part_size for part in mpu_parts[:-1]))
+            assert all(part.size == part_size for part in mpu_parts[:-1])
 
             f.seek(part_size * n_uploaded_parts)
             if S3MPConfig.callback:
@@ -75,13 +74,12 @@ def resume_multipart_upload(
                 if S3MPConfig.callback:
                     S3MPConfig.callback(part_size)
 
-    obj = mpu.complete(
-        MultipartUpload=mpu_dict
-    )
+    obj = mpu.complete(MultipartUpload=mpu_dict)
     if abs(total_size_bytes - obj.content_length) > MB:
         print()
-        print(f"Uploaded size {obj.content_length} does not match local size {total_size_bytes}")
+        print(
+            f"Uploaded size {obj.content_length} does not match local size {total_size_bytes}"
+        )
         obj.delete()
         print("Deleted object, restarting upload.")
         return resume_multipart_upload(mirror_path, max_threads=max_threads)
-    
diff --git a/S3MP/prefix_queries.py b/S3MP/prefix_queries.py
index 9192941..d13793a 100755
--- a/S3MP/prefix_queries.py
+++ b/S3MP/prefix_queries.py
@@ -1,6 +1,8 @@
 """S3 prefix queries.."""
 from __future__ import annotations
+
 from typing import List
+
 from S3MP.global_config import S3MPConfig
 
 
@@ -8,13 +10,11 @@ def get_prefix_paginator(folder_key: str, bucket_key: str = None, delimiter: str
     """Get a paginator for a specified prefix."""
     if not bucket_key:
         bucket_key = S3MPConfig.default_bucket_key
-    if folder_key != '' and folder_key[-1] != "/":
+    if folder_key != "" and folder_key[-1] != "/":
         folder_key += "/"
     s3_client = S3MPConfig.s3_client
     paginator = s3_client.get_paginator("list_objects_v2")
-    return paginator.paginate(
-        Bucket=bucket_key, Prefix=folder_key, Delimiter=delimiter
-    )
+    return paginator.paginate(Bucket=bucket_key, Prefix=folder_key, Delimiter=delimiter)
 
 
 def get_files_within_folder(folder_key: str, key_filter: str = None) -> List[str]:
@@ -37,4 +37,3 @@ def get_folders_within_folder(folder_key: str, key_filter: str = None) -> List[s
                 if key_filter and key_filter not in obj:
                     continue
                 yield obj
-
diff --git a/S3MP/transfer_configs.py b/S3MP/transfer_configs.py
index 85c1470..4194dcc 100755
--- a/S3MP/transfer_configs.py
+++ b/S3MP/transfer_configs.py
@@ -1,11 +1,12 @@
 """Transfer configurations and utilities."""
+from s3transfer.constants import GB, KB, MB
+
 from S3MP.global_config import S3MPConfig
 from S3MP.types import S3TransferConfig
-from s3transfer.constants import KB, MB, GB
 
 
 def get_transfer_config(
-    n_threads: int, 
+    n_threads: int,
     block_size: int = 8 * MB,
     max_ram: int = 4 * GB,
     io_queue_size: int = 10e4,
@@ -13,9 +14,8 @@ def get_transfer_config(
     set_global: bool = True,
 ) -> S3TransferConfig:
     """Get transfer config."""
-
     max_in_mem_upload_chunks = (max_ram - (n_threads * block_size)) // block_size
-    max_in_mem_download_chunks = (max_ram // block_size)
+    max_in_mem_download_chunks = max_ram // block_size
 
     config = S3TransferConfig(
         multipart_threshold=block_size,
@@ -27,7 +27,7 @@ def get_transfer_config(
         max_io_queue_size=io_queue_size,
         io_chunksize=io_chunk_size,
     )
-    config.use_threads = (n_threads > 1)
+    config.use_threads = n_threads > 1
     if set_global:
         S3MPConfig.transfer_config = config
-    return config 
+    return config
diff --git a/S3MP/types.py b/S3MP/types.py
index bde10f9..9e32648 100755
--- a/S3MP/types.py
+++ b/S3MP/types.py
@@ -1,12 +1,16 @@
 """Types, mostly from mypy_boto3 (boto3-stubs)."""
 from pathlib import Path
-from mypy_boto3_s3 import S3Client, S3ServiceResource as S3Resource
-from mypy_boto3_s3.service_resource import Bucket as S3Bucket
-from mypy_boto3_s3.type_defs import ListObjectsV2OutputTypeDef as S3ListObjectV2Output
-from s3transfer.manager import TransferConfig as S3TransferConfig
-from typing import TypeVar, List, Union
+from typing import List, TypeVar, Union
 
-T = TypeVar('T')
+from mypy_boto3_s3 import S3Client  # noqa: F401
+from mypy_boto3_s3 import S3ServiceResource as S3Resource  # noqa: F401
+from mypy_boto3_s3.service_resource import Bucket as S3Bucket  # noqa: F401
+from mypy_boto3_s3.type_defs import (  # noqa: F401
+    ListObjectsV2OutputTypeDef as S3ListObjectV2Output,
+)
+from s3transfer.manager import TransferConfig as S3TransferConfig  # noqa: F401
+
+T = TypeVar("T")
 SList = Union[List[T], T]
 PathSList = SList[Path]
-StrSSlist = SList[str]
\ No newline at end of file
+StrSSlist = SList[str]
diff --git a/S3MP/utils/__init__.py b/S3MP/utils/__init__.py
index f75511b..47f6aec 100644
--- a/S3MP/utils/__init__.py
+++ b/S3MP/utils/__init__.py
@@ -1 +1 @@
-"""S3MP Utilities."""
\ No newline at end of file
+"""S3MP Utilities."""
diff --git a/S3MP/utils/local_file_utils.py b/S3MP/utils/local_file_utils.py
index 7af0fda..2612f24 100644
--- a/S3MP/utils/local_file_utils.py
+++ b/S3MP/utils/local_file_utils.py
@@ -1,7 +1,8 @@
 """Utilities for loading local files."""
+import json
 from pathlib import Path
 from typing import Dict
-import json
+
 
 def get_local_file_size_bytes(path: Path) -> int:
     """Get the size of a local file in bytes."""
@@ -18,6 +19,7 @@ def delete_local_path(path: Path):
         else:
             path.unlink()
 
+
 # Load functions
 
 
@@ -31,6 +33,7 @@ def load_json(path: str) -> Dict:
     "json": load_json,
 }
 
+
 # Save functions
 def save_json(path: str, data: Dict, indent: int = 4):
     """Save a json file."""
diff --git a/S3MP/utils/s3_utils.py b/S3MP/utils/s3_utils.py
index 62b74e0..e5fc670 100644
--- a/S3MP/utils/s3_utils.py
+++ b/S3MP/utils/s3_utils.py
@@ -1,9 +1,9 @@
 """Utilities for working with S3."""
 import warnings
 from pathlib import Path
+
 from S3MP.global_config import S3MPConfig
 from S3MP.types import S3Bucket, S3Client, S3ListObjectV2Output
-from botocore.exceptions import ClientError
 
 
 def s3_list_single_key(
@@ -18,19 +18,27 @@ def s3_list_single_key(
         Bucket=bucket.name, Prefix=key, Delimiter="/", MaxKeys=1
     )
 
+
 def s3_list_child_keys(
     key: str,
-    bucket: S3Bucket = None,
-    client: S3Client = None,
-) -> S3ListObjectV2Output:
+    bucket=None,
+    client=None,
+    continuation_token=None,
+):
     """List details of all child keys on S3."""
     if not key.endswith("/"):
         warnings.warn(f"Listing child keys of {key} - key does not end with '/'")
     bucket = bucket or S3MPConfig.bucket
     client = client or S3MPConfig.s3_client
-    return client.list_objects_v2(
-        Bucket=bucket.name, Prefix=key, Delimiter="/"
-    )
+    params = {
+        "Bucket": bucket.name,
+        "Prefix": key,
+        "Delimiter": "/",
+    }
+    if continuation_token:
+        params["ContinuationToken"] = continuation_token
+    return client.list_objects_v2(**params)
+
 
 def download_key(
     key: str,
@@ -43,11 +51,18 @@ def download_key(
     client = client or S3MPConfig.s3_client
     if key_is_file_on_s3(key, bucket, client):
         local_path.parent.mkdir(parents=True, exist_ok=True)
-        client.download_file(bucket.name, key, str(local_path), Callback=S3MPConfig.callback, Config=S3MPConfig.transfer_config)
+        client.download_file(
+            bucket.name,
+            key,
+            str(local_path),
+            Callback=S3MPConfig.callback,
+            Config=S3MPConfig.transfer_config,
+        )
     else:
         for obj in s3_list_child_keys(key, bucket, client)["Contents"]:
             download_key(obj["Key"], local_path / obj["Key"].replace(key, ""))
-    
+
+
 def upload_to_key(
     key: str,
     local_path: Path,
@@ -58,11 +73,18 @@ def upload_to_key(
     bucket = bucket or S3MPConfig.bucket
     client = client or S3MPConfig.s3_client
     if local_path.is_file():
-        client.upload_file(str(local_path), bucket.name, key, Callback=S3MPConfig.callback, Config=S3MPConfig.transfer_config)
+        client.upload_file(
+            str(local_path),
+            bucket.name,
+            key,
+            Callback=S3MPConfig.callback,
+            Config=S3MPConfig.transfer_config,
+        )
     else:
         for child in local_path.iterdir():
             upload_to_key(f"{key}/{child.name}", child, bucket, client)
 
+
 def key_exists_on_s3(
     key: str,
     bucket: S3Bucket = None,
@@ -76,7 +98,7 @@ def key_exists_on_s3(
 
 
 def key_is_file_on_s3(
-    key: str, 
+    key: str,
     bucket: S3Bucket = None,
     client: S3Client = None,
 ) -> bool:
@@ -89,9 +111,9 @@ def key_is_file_on_s3(
     # Handle case of trailing slash, but still verify
     if (
         key[-1] == "/"
-        and len(res['Contents']) == 1
-        and res['Contents'][0]['Key'] == key
-    ):  
+        and len(res["Contents"]) == 1
+        and res["Contents"][0]["Key"] == key
+    ):
         return False
     return "Contents" in res
 
@@ -100,7 +122,7 @@ def key_size_on_s3(
     key: str,
     bucket: S3Bucket = None,
     client: S3Client = None,
-    ) -> int:
+) -> int:
     """Get the size of a key on S3. Raises an error if the key does not exist."""
     bucket = bucket or S3MPConfig.bucket
     client = client or S3MPConfig.s3_client
@@ -136,4 +158,3 @@ def delete_key_on_s3(
         client.delete_object(Bucket=bucket.name, Key=key)
     else:
         delete_child_keys_on_s3(key, bucket, client)
-    
\ No newline at end of file
diff --git a/dev-environment.yml b/dev-environment.yml
index 15f9382..8bd4458 100755
--- a/dev-environment.yml
+++ b/dev-environment.yml
@@ -9,6 +9,7 @@ dependencies:
   - botocore
   - future
   - mypy-boto3-s3
+  - pre-commit
   - pip
   - pyparsing
   - pyproj
diff --git a/environment.yml b/environment.yml
index 93725fb..a53c971 100755
--- a/environment.yml
+++ b/environment.yml
@@ -9,6 +9,7 @@ dependencies:
   - botocore
   - future
   - mypy-boto3-s3
+  - pre-commit
   - pip
   - psutil
   - pyparsing
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..6392c0f
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1734 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "aioboto3"
+version = "9.0.0"
+description = "Async boto3 wrapper"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "aioboto3-9.0.0.tar.gz", hash = "sha256:b3cf9904dfa59f8556d85d31ae5e8293becadea4fc2732b68c85719f2a90015d"},
+]
+
+[package.dependencies]
+aiobotocore = {version = "1.3.1", extras = ["boto3"]}
+
+[package.extras]
+s3cse = ["cryptography (>=2.3.1)"]
+
+[[package]]
+name = "aiobotocore"
+version = "1.3.1"
+description = "Async client for aws services using botocore and aiohttp"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "aiobotocore-1.3.1.tar.gz", hash = "sha256:8ecee55346651e0f4cbda883e3e16cfe11460b8d7adcc08d0017cbb867636ae1"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.3.1"
+aioitertools = ">=0.5.1"
+boto3 = {version = "1.17.49", optional = true, markers = "extra == \"boto3\""}
+botocore = ">=1.20.49,<1.20.50"
+wrapt = ">=1.10.10"
+
+[package.extras]
+awscli = ["awscli (==1.19.49)"]
+boto3 = ["boto3 (==1.17.49)"]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.3"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.10"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:be7443669ae9c016b71f402e43208e13ddf00912f47f623ee5994e12fc7d4b3f"},
+    {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7b06b7843929e41a94ea09eb1ce3927865387e3e23ebe108e0d0d09b08d25be9"},
+    {file = "aiohttp-3.10.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:333cf6cf8e65f6a1e06e9eb3e643a0c515bb850d470902274239fea02033e9a8"},
+    {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:274cfa632350225ce3fdeb318c23b4a10ec25c0e2c880eff951a3842cf358ac1"},
+    {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d9e5e4a85bdb56d224f412d9c98ae4cbd032cc4f3161818f692cd81766eee65a"},
+    {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b606353da03edcc71130b52388d25f9a30a126e04caef1fd637e31683033abd"},
+    {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab5a5a0c7a7991d90446a198689c0535be89bbd6b410a1f9a66688f0880ec026"},
+    {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:578a4b875af3e0daaf1ac6fa983d93e0bbfec3ead753b6d6f33d467100cdc67b"},
+    {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8105fd8a890df77b76dd3054cddf01a879fc13e8af576805d667e0fa0224c35d"},
+    {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:3bcd391d083f636c06a68715e69467963d1f9600f85ef556ea82e9ef25f043f7"},
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+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:3d375a19ba2bfe320b6d873f3fb165313b002cef8b7cc0a368ad8b8a57453837"},
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+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:504e1fe1cc4f170195320eb033d2b0ccf5c6114ce5bf2f617535c01699479bca"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:bdcf667a5dec12a48f669e485d70c54189f0639c2157b538a4cffd24a853624f"},
+    {file = "yarl-1.16.0-cp39-cp39-win32.whl", hash = "sha256:e9951afe6557c75a71045148890052cb942689ee4c9ec29f5436240e1fcc73b7"},
+    {file = "yarl-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:7d7aaa8ff95d0840e289423e7dc35696c2b058d635f945bf05b5cd633146b027"},
+    {file = "yarl-1.16.0-py3-none-any.whl", hash = "sha256:e6980a558d8461230c457218bd6c92dfc1d10205548215c2c21d79dc8d0a96f3"},
+    {file = "yarl-1.16.0.tar.gz", hash = "sha256:b6f687ced5510a9a2474bbae96a4352e5ace5fa34dc44a217b0537fec1db00b4"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.0"
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.9"
+content-hash = "cad493f861797c51e4f5a1e6c4b8da9cd3475ce04418625c9d0d27a42f4e1a63"
diff --git a/pyproject.toml b/pyproject.toml
index dd932d2..77ead48 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,33 +1,31 @@
-[project]
+[tool.poetry]
 name = "S3MP"
-version = "0.5.2"
-description = ""
+version = "0.5.3"
+description = "S3 Mirror Path"
 authors = [
-    {name = "Joshua Dean", email = "joshua.dean@sentera.com"}
-]
-dependencies = [ 
-    "aioboto3",
-    "boto3",
-    "boto3-stubs",
-    "botocore",
-    "future",
-    "mypy-boto3-s3",
-    "pip",
-    "psutil",
-    "pyparsing",
-    "pyproj",
-    "setuptools",
-    "tqdm",
+    "Joshua Dean <joshua.dean@sentera.com>",
+    "Trevor Burgoyne <trevor.burgoyne@sentera.com>"
 ]
 
-[project.optional-dependencies]
-dev = [
-    "pytest",
-]
+[tool.poetry.dependencies]
+python = ">=3.9"
+aioboto3 = "*"
+boto3 = "*"
+boto3-stubs = "*"
+botocore = "*"
+future = "*"
+mypy-boto3-s3 = "*"
+pip = "*"
+psutil = "*"
+pyparsing = "*"
+pyproj = "*"
+setuptools = "*"
+tqdm = "*"
 
-[tool.setuptools]
-py-modules = ["S3MP"]
-packages = [
-    'S3MP',
-    'S3MP.utils'
-]
+[tool.poetry.dev-dependencies]
+pytest = "*"
+pre_commit = "*"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file
diff --git a/tests/test_s3_utils.py b/tests/test_s3_utils.py
index 3d4205e..68c532c 100644
--- a/tests/test_s3_utils.py
+++ b/tests/test_s3_utils.py
@@ -1,20 +1,17 @@
 """Test s3_utils."""
+import contextlib
 from typing import Dict, List
-import pytest
+
 import boto3
+import pytest
 
-import contextlib
 from S3MP.types import S3Client
-
 from S3MP.utils.s3_utils import key_exists_on_s3, key_is_file_on_s3, s3_list_child_keys
 
 TESTING_BUCKET_NAME = "s3mp-testing"
 
-def list_assert(
-    actual: List,
-    expected: List,
-    order_matters: bool = True
-):
+
+def list_assert(actual: List, expected: List, order_matters: bool = True):
     """Assert that two lists have the same contents, in the same order."""
     assert len(actual) == len(expected)
     if order_matters:
@@ -31,7 +28,7 @@ def _make_test_file_structure(
 ):
     """
     Make a test file structure, recursively.
-    
+
     current_data is a Dictionary:
         - files: Dict[str, bytes] -> filename: file data
         - folders: Dict[str, Dict] -> folder name: folder data
@@ -40,10 +37,12 @@ def _make_test_file_structure(
         client = boto3.client("s3")
     if prefix != "" and not prefix.endswith("/"):
         prefix += "/"
-    if 'files' in current_data:
+    if "files" in current_data:
         for fn, data in current_data["files"].items():
-            client.put_object(Bucket=TESTING_BUCKET_NAME, Key=f"{prefix}{fn}", Body=data)
-    if 'folders' in current_data:
+            client.put_object(
+                Bucket=TESTING_BUCKET_NAME, Key=f"{prefix}{fn}", Body=data
+            )
+    if "folders" in current_data:
         for folder_name, folder_data in current_data["folders"].items():
             client.put_object(Bucket=TESTING_BUCKET_NAME, Key=f"{prefix}{folder_name}/")
             _make_test_file_structure(bucket_key, f"{prefix}{folder_name}", folder_data)
@@ -56,21 +55,14 @@ def test_folders_files():
     with contextlib.suppress(client.exceptions.BucketAlreadyOwnedByYou):
         client.create_bucket(Bucket=TESTING_BUCKET_NAME)
 
-    setup_structure = { 
-        'folders': {
-            'test_folder': {
-                'files': {
-                    'test_file_1': b"test_file_1",
-                    'test_file_2': b"test_file_2"
+    setup_structure = {
+        "folders": {
+            "test_folder": {
+                "files": {"test_file_1": b"test_file_1", "test_file_2": b"test_file_2"},
+                "folders": {
+                    "empty_subfolder": {},
+                    "nonempty_subfolder": {"files": {"test_file_3": b"test_file_3"}},
                 },
-                'folders': {
-                    'empty_subfolder': {},
-                    'nonempty_subfolder': {
-                        'files': {
-                            'test_file_3': b"test_file_3"
-                        }
-                    }
-                }
             }
         }
     }
@@ -80,70 +72,61 @@ def test_folders_files():
 
     # Test folder listing
     with pytest.warns(Warning):
-        child_keys = s3_list_child_keys(
-            'test_folder',
-            bucket,
-            client
-        )
-    child_keys = s3_list_child_keys(
-        'test_folder/',
-        bucket,
-        client
-    )
-    child_files = [key['Key'] for key in child_keys['Contents']]
-    child_folders = [key['Prefix'] for key in child_keys['CommonPrefixes']]
+        child_keys = s3_list_child_keys("test_folder", bucket, client)
+    child_keys = s3_list_child_keys("test_folder/", bucket, client)
+    child_files = [key["Key"] for key in child_keys["Contents"]]
+    child_folders = [key["Prefix"] for key in child_keys["CommonPrefixes"]]
     list_assert(
         child_files,
-        ['test_folder/', 'test_folder/test_file_1', 'test_folder/test_file_2'],
+        ["test_folder/", "test_folder/test_file_1", "test_folder/test_file_2"],
     )
     list_assert(
         child_folders,
-        ['test_folder/empty_subfolder/', 'test_folder/nonempty_subfolder/'],
+        ["test_folder/empty_subfolder/", "test_folder/nonempty_subfolder/"],
     )
 
     # Test folder and file existences
     keys_that_should_exist = [
-        'test_folder/test_file_1',
-        'test_folder/test_file_2',
-        'test_folder',
-        'test_folder/',
-        'test_folder/nonempty_subfolder',
-        'test_folder/nonempty_subfolder/',
-        'test_folder/nonempty_subfolder/test_file_3',
-        'test_folder/empty_subfolder',
-        'test_folder/empty_subfolder/',
+        "test_folder/test_file_1",
+        "test_folder/test_file_2",
+        "test_folder",
+        "test_folder/",
+        "test_folder/nonempty_subfolder",
+        "test_folder/nonempty_subfolder/",
+        "test_folder/nonempty_subfolder/test_file_3",
+        "test_folder/empty_subfolder",
+        "test_folder/empty_subfolder/",
     ]
     for key in keys_that_should_exist:
         assert key_exists_on_s3(key, bucket, client)
-    
+
     keys_that_should_not_exist = [
-        'test_folder/test_file_1/',
-        'test_folder/test_file_2/',
-        'test_folder/nonempty_subfolder/test_file_3/',
+        "test_folder/test_file_1/",
+        "test_folder/test_file_2/",
+        "test_folder/nonempty_subfolder/test_file_3/",
     ]
     for key in keys_that_should_not_exist:
         assert not key_exists_on_s3(key, bucket, client)
 
-    keys_that_are_files = [ 
-        'test_folder/test_file_1',
-        'test_folder/test_file_2',
-        'test_folder/nonempty_subfolder/test_file_3',
+    keys_that_are_files = [
+        "test_folder/test_file_1",
+        "test_folder/test_file_2",
+        "test_folder/nonempty_subfolder/test_file_3",
     ]
     for key in keys_that_are_files:
         assert key_is_file_on_s3(key, bucket, client)
-    
-    keys_that_are_folders = [ 
-        'test_folder',
-        'test_folder/',
-        'test_folder/nonempty_subfolder',
-        'test_folder/nonempty_subfolder/',
-        'test_folder/empty_subfolder',
-        'test_folder/empty_subfolder/',
+
+    keys_that_are_folders = [
+        "test_folder",
+        "test_folder/",
+        "test_folder/nonempty_subfolder",
+        "test_folder/nonempty_subfolder/",
+        "test_folder/empty_subfolder",
+        "test_folder/empty_subfolder/",
     ]
     for key in keys_that_are_folders:
         assert not key_is_file_on_s3(key, bucket, client)
 
 
-
 if __name__ == "__main__":
     test_folders_files()