From 53810a542e2a79209819fbb9ce1c496739da0193 Mon Sep 17 00:00:00 2001
From: dalthecow <dalcowboiz@gmail.com>
Date: Mon, 28 Jul 2025 08:45:56 -0400
Subject: [PATCH 1/3] add custom dict camelize logic

Signed-off-by: dalthecow <dalcowboiz@gmail.com>
---
 pyproject.toml                                |  1 -
 src/guidellm/benchmark/output.py              | 12 ++--
 src/guidellm/utils/__init__.py                |  4 ++
 src/guidellm/utils/dict.py                    | 21 ++++++
 src/guidellm/utils/text.py                    |  7 +-
 src/ui/app/layout.tsx                         |  2 +-
 src/ui/lib/store/runInfoWindowData.ts         |  2 +-
 .../lib/store/slices/runInfo/runInfo.api.ts   |  2 +-
 .../workloadDetails/workloadDetails.api.ts    |  2 +-
 src/ui/lib/store/workloadDetailsWindowData.ts |  2 +-
 src/ui/types/declaration.d.ts                 |  4 +-
 tests/unit/presentation/test_injector.py      | 18 ++---
 tests/unit/utils/dict.py                      | 69 +++++++++++++++++++
 tests/unit/utils/text.py                      |  7 ++
 14 files changed, 130 insertions(+), 23 deletions(-)
 create mode 100644 src/guidellm/utils/dict.py
 create mode 100644 tests/unit/utils/dict.py
 create mode 100644 tests/unit/utils/text.py

diff --git a/pyproject.toml b/pyproject.toml
index 0b1014cb..8115b1fd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -53,7 +53,6 @@ dependencies = [
     "protobuf",
     "pydantic>=2.11.7",
     "pydantic-settings>=2.0.0",
-    "pyhumps>=3.8.0",
     "pyyaml>=6.0.0",
     "rich",
     "transformers",
diff --git a/src/guidellm/benchmark/output.py b/src/guidellm/benchmark/output.py
index 8a113f72..695006be 100644
--- a/src/guidellm/benchmark/output.py
+++ b/src/guidellm/benchmark/output.py
@@ -1,3 +1,4 @@
+from copy import deepcopy
 import csv
 import json
 import math
@@ -6,7 +7,6 @@
 from pathlib import Path
 from typing import Any, Literal, Optional, Union
 
-import humps  # type: ignore[import-not-found]
 import yaml
 from pydantic import Field
 from rich.console import Console
@@ -30,6 +30,8 @@
 from guidellm.presentation.injector import create_report
 from guidellm.scheduler import strategy_display_str
 from guidellm.utils import Colors, split_text_list_by_length
+from guidellm.utils.dict import recursive_key_update
+from guidellm.utils.text import camelize_str
 
 __all__ = [
     "GenerativeBenchmarksConsole",
@@ -236,14 +238,14 @@ def save_html(self, path: Union[str, Path]) -> Path:
         :param path: The path to create the report at.
         :return: The path to the report.
         """
-
+        
         data_builder = UIDataBuilder(self.benchmarks)
         data = data_builder.to_dict()
-        camel_data = humps.camelize(data)
+        camel_data = recursive_key_update(deepcopy(data), camelize_str)
         ui_api_data = {}
         for k, v in camel_data.items():
-            key = f"window.{humps.decamelize(k)} = {{}};"
-            value = f"window.{humps.decamelize(k)} = {json.dumps(v, indent=2)};\n"
+            key = f"window.{k} = {{}};"
+            value = f"window.{k} = {json.dumps(v, indent=2)};\n"
             ui_api_data[key] = value
         return create_report(ui_api_data, path)
 
diff --git a/src/guidellm/utils/__init__.py b/src/guidellm/utils/__init__.py
index fb9262c3..02f2427f 100644
--- a/src/guidellm/utils/__init__.py
+++ b/src/guidellm/utils/__init__.py
@@ -1,5 +1,6 @@
 from .colors import Colors
 from .default_group import DefaultGroupHandler
+from .dict import recursive_key_update
 from .hf_datasets import (
     SUPPORTED_TYPES,
     save_dataset_to_file,
@@ -10,6 +11,7 @@
 from .random import IntegerRangeSampler
 from .text import (
     EndlessTextCreator,
+    camelize_str,
     clean_text,
     filter_text,
     is_puncutation,
@@ -24,11 +26,13 @@
     "DefaultGroupHandler",
     "EndlessTextCreator",
     "IntegerRangeSampler",
+    "camelize_str",
     "check_load_processor",
     "clean_text",
     "filter_text",
     "is_puncutation",
     "load_text",
+    "recursive_key_update",
     "save_dataset_to_file",
     "split_text",
     "split_text_list_by_length",
diff --git a/src/guidellm/utils/dict.py b/src/guidellm/utils/dict.py
new file mode 100644
index 00000000..f708d2e2
--- /dev/null
+++ b/src/guidellm/utils/dict.py
@@ -0,0 +1,21 @@
+def recursive_key_update(d, key_update_func):
+  if not isinstance(d, dict) and not isinstance(d, list):
+    return d
+
+  if isinstance(d, list):
+    for item in d:
+      recursive_key_update(item, key_update_func)
+    return d
+
+  updated_key_pairs = []
+  for key, _ in d.items():
+    updated_key = key_update_func(key)
+    if key != updated_key:
+      updated_key_pairs.append((key, updated_key ))
+  for key_pair in updated_key_pairs:
+    old_key, updated_key = key_pair
+    d[updated_key] = d[old_key]
+    del d[old_key]
+  for key, value in d.items():
+    recursive_key_update(value, key_update_func)
+  return d
\ No newline at end of file
diff --git a/src/guidellm/utils/text.py b/src/guidellm/utils/text.py
index cdefaa14..65a36150 100644
--- a/src/guidellm/utils/text.py
+++ b/src/guidellm/utils/text.py
@@ -14,6 +14,7 @@
 
 __all__ = [
     "EndlessTextCreator",
+    "camelize_str",
     "clean_text",
     "filter_text",
     "is_puncutation",
@@ -189,6 +190,10 @@ def is_puncutation(text: str) -> bool:
     return len(text) == 1 and not text.isalnum() and not text.isspace()
 
 
+def camelize_str(snake_case_string: str) -> str:
+  return (words := snake_case_string.split('_'))[0].lower() + ''.join(word.capitalize() for word in words[1:])
+
+
 class EndlessTextCreator:
     def __init__(
         self,
@@ -213,4 +218,4 @@ def create_text(self, start: int, length: int) -> str:
 
             text += add_word
 
-        return text
+        return text
\ No newline at end of file
diff --git a/src/ui/app/layout.tsx b/src/ui/app/layout.tsx
index 99696f12..ab3e3f54 100644
--- a/src/ui/app/layout.tsx
+++ b/src/ui/app/layout.tsx
@@ -35,7 +35,7 @@ export default function RootLayout({
     <script
       dangerouslySetInnerHTML={{
         __html:
-          'window.run_info = {}; window.workload_details = {}; window.benchmarks = {};',
+          'window.runInfo = {}; window.workloadDetails = {}; window.benchmarks = {};',
       }}
     />
   );
diff --git a/src/ui/lib/store/runInfoWindowData.ts b/src/ui/lib/store/runInfoWindowData.ts
index 1fe0e21d..43b99909 100644
--- a/src/ui/lib/store/runInfoWindowData.ts
+++ b/src/ui/lib/store/runInfoWindowData.ts
@@ -1,4 +1,4 @@
-export const runInfoScript = `window.run_info = {
+export const runInfoScript = `window.runInfo = {
   "model": {
     "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8",
     "size": 0
diff --git a/src/ui/lib/store/slices/runInfo/runInfo.api.ts b/src/ui/lib/store/slices/runInfo/runInfo.api.ts
index 879ef19f..158a04fd 100644
--- a/src/ui/lib/store/slices/runInfo/runInfo.api.ts
+++ b/src/ui/lib/store/slices/runInfo/runInfo.api.ts
@@ -5,7 +5,7 @@ import { RunInfo } from './runInfo.interfaces';
 const USE_MOCK_API = process.env.NEXT_PUBLIC_USE_MOCK_API === 'true';
 
 const fetchRunInfo = () => {
-  return { data: window.run_info as RunInfo };
+  return { data: window.runInfo as RunInfo };
 };
 
 export const runInfoApi = createApi({
diff --git a/src/ui/lib/store/slices/workloadDetails/workloadDetails.api.ts b/src/ui/lib/store/slices/workloadDetails/workloadDetails.api.ts
index 398b208a..386164ee 100644
--- a/src/ui/lib/store/slices/workloadDetails/workloadDetails.api.ts
+++ b/src/ui/lib/store/slices/workloadDetails/workloadDetails.api.ts
@@ -5,7 +5,7 @@ import { WorkloadDetails } from './workloadDetails.interfaces';
 const USE_MOCK_API = process.env.NEXT_PUBLIC_USE_MOCK_API === 'true';
 
 const fetchWorkloadDetails = () => {
-  return { data: window.workload_details as WorkloadDetails };
+  return { data: window.workloadDetails as WorkloadDetails };
 };
 
 export const workloadDetailsApi = createApi({
diff --git a/src/ui/lib/store/workloadDetailsWindowData.ts b/src/ui/lib/store/workloadDetailsWindowData.ts
index 8913f5c2..634e5eef 100644
--- a/src/ui/lib/store/workloadDetailsWindowData.ts
+++ b/src/ui/lib/store/workloadDetailsWindowData.ts
@@ -1,4 +1,4 @@
-export const workloadDetailsScript = `window.workload_details = {
+export const workloadDetailsScript = `window.workloadDetails = {
   "prompts": {
     "samples": [
       "such a sacrifice to her advantage as years of gratitude cannot enough acknowledge. By this time she is actually with them! If such goodness does not make her miserable now, she will never deserve to be happy! What a meeting for her, when she first sees my aunt! We must endeavour to forget all that has passed on either side, said Jane I hope and trust they will yet be happy. His consenting to marry her is a proof, I will believe, that he is come to a right way of thinking. Their mutual affection will steady them; and I flatter myself they will settle so quietly, and live in so rational a manner",
diff --git a/src/ui/types/declaration.d.ts b/src/ui/types/declaration.d.ts
index 6a070e24..3a4ac93b 100644
--- a/src/ui/types/declaration.d.ts
+++ b/src/ui/types/declaration.d.ts
@@ -4,8 +4,8 @@ import { WorkloadDetails } from './src/lib/store/slices/workloadDetails/workload
 
 declare global {
   interface Window {
-    run_info?: RunInfo;
-    workload_details?: WorkloadDetails;
+    runInfo?: RunInfo;
+    workloadDetails?: WorkloadDetails;
     benchmarks?: Benchmarks;
   }
 }
diff --git a/tests/unit/presentation/test_injector.py b/tests/unit/presentation/test_injector.py
index cdaa7619..b2ff7116 100644
--- a/tests/unit/presentation/test_injector.py
+++ b/tests/unit/presentation/test_injector.py
@@ -14,15 +14,15 @@ class ExampleModel(BaseModel):
 
 @pytest.mark.smoke
 def test_inject_data():
-    html = "<head><script>window.run_info = {};</script></head>"
+    html = "<head><script>window.runInfo = {};</script></head>"
     expected_html = (
         "<head><script>"
-        "window.run_info ="
+        "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
         "</script></head>"
     )
     js_data = {
-        "window.run_info = {};": "window.run_info ="
+        "window.runInfo = {};": "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
     }
     result = inject_data(
@@ -35,13 +35,13 @@ def test_inject_data():
 @pytest.mark.smoke
 def test_create_report_to_file(tmpdir):
     js_data = {
-        "window.run_info = {};": "window.run_info ="
+        "window.runInfo = {};": "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
     }
-    html_content = "<head><script>window.run_info = {};</script></head>"
+    html_content = "<head><script>window.runInfo = {};</script></head>"
     expected_html_content = (
         "<head><script>"
-        "window.run_info ="
+        "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
         "</script></head>"
     )
@@ -61,13 +61,13 @@ def test_create_report_to_file(tmpdir):
 @pytest.mark.smoke
 def test_create_report_with_file_nested_in_dir(tmpdir):
     js_data = {
-        "window.run_info = {};": "window.run_info ="
+        "window.runInfo = {};": "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
     }
-    html_content = "<head><script>window.run_info = {};</script></head>"
+    html_content = "<head><script>window.runInfo = {};</script></head>"
     expected_html_content = (
         "<head><script>"
-        "window.run_info ="
+        "window.runInfo ="
         '{ "model": { "name": "neuralmagic/Qwen2.5-7B-quantized.w8a8" } };'
         "</script></head>"
     )
diff --git a/tests/unit/utils/dict.py b/tests/unit/utils/dict.py
new file mode 100644
index 00000000..a33f28f5
--- /dev/null
+++ b/tests/unit/utils/dict.py
@@ -0,0 +1,69 @@
+import pytest
+
+from guidellm.utils.dict import recursive_key_update
+
+def update_str(str):
+  return str + "_updated"
+
+@pytest.mark.smoke
+def test_recursive_key_update_updates_keys():
+  my_dict = {
+    "my_key": {
+      "my_nested_key": {
+          "my_double_nested_key": "someValue"
+      },
+      "my_other_nested_key": "someValue"
+    },
+    "my_other_key": "value"
+  }
+  my_updated_dict = {
+    "my_key_updated": {
+      "my_nested_key_updated": {
+          "my_double_nested_key_updated": "someValue"
+      },
+      "my_other_nested_key_updated": "someValue"
+    },
+    "my_other_key_updated": "value"
+  }
+  recursive_key_update(my_dict, update_str)
+  assert my_dict == my_updated_dict
+
+
+def truncate_str_to_ten(str):
+  return str[:10]
+
+
+@pytest.mark.smoke
+def test_recursive_key_update_leaves_unchanged_keys():
+  my_dict = {
+    "my_key": {
+      "my_nested_key": {
+          "my_double_nested_key": "someValue"
+      },
+      "my_other_nested_key": "someValue"
+    },
+    "my_other_key": "value"
+  }
+  my_updated_dict = {
+    "my_key": {
+      "my_nested_": {
+          "my_double_": "someValue"
+      },
+      "my_other_n": "someValue"
+    },
+    "my_other_k": "value"
+  }
+  recursive_key_update(my_dict, truncate_str_to_ten)
+  assert my_dict == my_updated_dict
+
+
+@pytest.mark.smoke
+def test_recursive_key_update_updates_dicts_in_list():
+  my_dict = {
+    "my_key": [{ "my_list_item_key_1": "someValue" }, { "my_list_item_key_2": "someValue" }, { "my_list_item_key_3": "someValue" }]
+  }
+  my_updated_dict = {
+    "my_key_updated": [{ "my_list_item_key_1_updated": "someValue" }, { "my_list_item_key_2_updated": "someValue" }, { "my_list_item_key_3_updated": "someValue" }]
+  }
+  recursive_key_update(my_dict, update_str)
+  assert my_dict == my_updated_dict
\ No newline at end of file
diff --git a/tests/unit/utils/text.py b/tests/unit/utils/text.py
new file mode 100644
index 00000000..6dba95ce
--- /dev/null
+++ b/tests/unit/utils/text.py
@@ -0,0 +1,7 @@
+import pytest
+
+from guidellm.utils.text import camelize_str
+
+@pytest.mark.smoke
+def test_camelize_str():
+  assert camelize_str("no_longer_snake_case") == "noLongerSnakeCase"
\ No newline at end of file

From cd0d4450e5b6a539c9190478248dd0b049cebc76 Mon Sep 17 00:00:00 2001
From: dalthecow <dalcowboiz@gmail.com>
Date: Mon, 28 Jul 2025 08:59:26 -0400
Subject: [PATCH 2/3] fix quality checks

Signed-off-by: dalthecow <dalcowboiz@gmail.com>
---
 src/guidellm/benchmark/output.py |  4 ++--
 src/guidellm/utils/dict.py       |  6 ++++--
 src/guidellm/utils/text.py       |  8 ++++++--
 tests/unit/utils/dict.py         | 21 ++++++++++++++-------
 tests/unit/utils/text.py         |  9 +++++++--
 5 files changed, 33 insertions(+), 15 deletions(-)

diff --git a/src/guidellm/benchmark/output.py b/src/guidellm/benchmark/output.py
index 695006be..da868106 100644
--- a/src/guidellm/benchmark/output.py
+++ b/src/guidellm/benchmark/output.py
@@ -1,8 +1,8 @@
-from copy import deepcopy
 import csv
 import json
 import math
 from collections import OrderedDict
+from copy import deepcopy
 from datetime import datetime
 from pathlib import Path
 from typing import Any, Literal, Optional, Union
@@ -238,7 +238,7 @@ def save_html(self, path: Union[str, Path]) -> Path:
         :param path: The path to create the report at.
         :return: The path to the report.
         """
-        
+
         data_builder = UIDataBuilder(self.benchmarks)
         data = data_builder.to_dict()
         camel_data = recursive_key_update(deepcopy(data), camelize_str)
diff --git a/src/guidellm/utils/dict.py b/src/guidellm/utils/dict.py
index f708d2e2..9432bacc 100644
--- a/src/guidellm/utils/dict.py
+++ b/src/guidellm/utils/dict.py
@@ -12,10 +12,12 @@ def recursive_key_update(d, key_update_func):
     updated_key = key_update_func(key)
     if key != updated_key:
       updated_key_pairs.append((key, updated_key ))
+
   for key_pair in updated_key_pairs:
     old_key, updated_key = key_pair
     d[updated_key] = d[old_key]
     del d[old_key]
-  for key, value in d.items():
+
+  for _, value in d.items():
     recursive_key_update(value, key_update_func)
-  return d
\ No newline at end of file
+  return d
diff --git a/src/guidellm/utils/text.py b/src/guidellm/utils/text.py
index 65a36150..e11598de 100644
--- a/src/guidellm/utils/text.py
+++ b/src/guidellm/utils/text.py
@@ -191,7 +191,11 @@ def is_puncutation(text: str) -> bool:
 
 
 def camelize_str(snake_case_string: str) -> str:
-  return (words := snake_case_string.split('_'))[0].lower() + ''.join(word.capitalize() for word in words[1:])
+    return (
+        words :=
+            snake_case_string.split("_"))[0].lower() + "".join(word.capitalize()
+            for word in words[1:]
+    )
 
 
 class EndlessTextCreator:
@@ -218,4 +222,4 @@ def create_text(self, start: int, length: int) -> str:
 
             text += add_word
 
-        return text
\ No newline at end of file
+        return text
diff --git a/tests/unit/utils/dict.py b/tests/unit/utils/dict.py
index a33f28f5..82ec22a2 100644
--- a/tests/unit/utils/dict.py
+++ b/tests/unit/utils/dict.py
@@ -2,8 +2,9 @@
 
 from guidellm.utils.dict import recursive_key_update
 
-def update_str(str):
-  return str + "_updated"
+
+def update_str(string):
+  return string + "_updated"
 
 @pytest.mark.smoke
 def test_recursive_key_update_updates_keys():
@@ -29,8 +30,8 @@ def test_recursive_key_update_updates_keys():
   assert my_dict == my_updated_dict
 
 
-def truncate_str_to_ten(str):
-  return str[:10]
+def truncate_str_to_ten(string):
+  return string[:10]
 
 
 @pytest.mark.smoke
@@ -60,10 +61,16 @@ def test_recursive_key_update_leaves_unchanged_keys():
 @pytest.mark.smoke
 def test_recursive_key_update_updates_dicts_in_list():
   my_dict = {
-    "my_key": [{ "my_list_item_key_1": "someValue" }, { "my_list_item_key_2": "someValue" }, { "my_list_item_key_3": "someValue" }]
+    "my_key":
+      [{ "my_list_item_key_1": "someValue" },
+       { "my_list_item_key_2": "someValue" },
+       { "my_list_item_key_3": "someValue" }]
   }
   my_updated_dict = {
-    "my_key_updated": [{ "my_list_item_key_1_updated": "someValue" }, { "my_list_item_key_2_updated": "someValue" }, { "my_list_item_key_3_updated": "someValue" }]
+    "my_key_updated":
+      [{ "my_list_item_key_1_updated": "someValue" },
+       { "my_list_item_key_2_updated": "someValue" },
+       { "my_list_item_key_3_updated": "someValue" }]
   }
   recursive_key_update(my_dict, update_str)
-  assert my_dict == my_updated_dict
\ No newline at end of file
+  assert my_dict == my_updated_dict
diff --git a/tests/unit/utils/text.py b/tests/unit/utils/text.py
index 6dba95ce..b37ea950 100644
--- a/tests/unit/utils/text.py
+++ b/tests/unit/utils/text.py
@@ -2,6 +2,11 @@
 
 from guidellm.utils.text import camelize_str
 
+
+@pytest.mark.smoke
+def test_camelize_str_camelizes_string():
+  assert camelize_str("no_longer_snake_case") == "noLongerSnakeCase"
+
 @pytest.mark.smoke
-def test_camelize_str():
-  assert camelize_str("no_longer_snake_case") == "noLongerSnakeCase"
\ No newline at end of file
+def test_camelize_str_leaves_non_snake_case_text_untouched():
+  assert camelize_str("notsnakecase") == "notsnakecase"

From 3c090cd63899a72e41c9c22b5fd40a826ee28856 Mon Sep 17 00:00:00 2001
From: Samuel Monson <smonson@redhat.com>
Date: Thu, 21 Aug 2025 09:53:49 -0400
Subject: [PATCH 3/3] Fix formatting + update lock

Signed-off-by: Samuel Monson <smonson@redhat.com>
---
 pylock.toml                | 163 ++++++++++++++++++-------------------
 src/guidellm/utils/dict.py |  36 ++++----
 src/guidellm/utils/text.py |   6 +-
 tests/unit/utils/dict.py   | 107 ++++++++++++------------
 tests/unit/utils/text.py   |   5 +-
 5 files changed, 155 insertions(+), 162 deletions(-)

diff --git a/pylock.toml b/pylock.toml
index b636a1fa..1b9f662f 100644
--- a/pylock.toml
+++ b/pylock.toml
@@ -331,18 +331,6 @@ dependencies = [
     "typing-inspection>=0.4.0",
 ]
 
-[[packages]]
-name = "pyhumps"
-version = "3.8.0"
-sdist = {name = "pyhumps-3.8.0.tar.gz", url = "https://files.pythonhosted.org/packages/c4/83/fa6f8fb7accb21f39e8f2b6a18f76f6d90626bdb0a5e5448e5cc9b8ab014/pyhumps-3.8.0.tar.gz", hashes = {sha256 = "498026258f7ee1a8e447c2e28526c0bea9407f9a59c03260aee4bd6c04d681a3"}}
-wheels = [
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 ]
 marker = "\"dev\" in extras"
 
@@ -3356,7 +3355,7 @@ marker = "python_version < \"3.10\" and python_version >= \"3.9\" and \"default\
 dependencies = []
 
 [tool.pdm]
-hashes = {sha256 = "577e67bfb0ed2a6720563c8b33b620589112d551032680c8b793b659b9535019"}
+hashes = {sha256 = "c39a615c508530a93ca31286816c5df4cd3c5c70bd67fdc976c2a976c4179944"}
 strategy = ["inherit_metadata", "static_urls"]
 
 [[tool.pdm.targets]]
diff --git a/src/guidellm/utils/dict.py b/src/guidellm/utils/dict.py
index 9432bacc..5b4579c9 100644
--- a/src/guidellm/utils/dict.py
+++ b/src/guidellm/utils/dict.py
@@ -1,23 +1,23 @@
 def recursive_key_update(d, key_update_func):
-  if not isinstance(d, dict) and not isinstance(d, list):
-    return d
+    if not isinstance(d, dict) and not isinstance(d, list):
+        return d
 
-  if isinstance(d, list):
-    for item in d:
-      recursive_key_update(item, key_update_func)
-    return d
+    if isinstance(d, list):
+        for item in d:
+            recursive_key_update(item, key_update_func)
+        return d
 
-  updated_key_pairs = []
-  for key, _ in d.items():
-    updated_key = key_update_func(key)
-    if key != updated_key:
-      updated_key_pairs.append((key, updated_key ))
+    updated_key_pairs = []
+    for key, _ in d.items():
+        updated_key = key_update_func(key)
+        if key != updated_key:
+            updated_key_pairs.append((key, updated_key))
 
-  for key_pair in updated_key_pairs:
-    old_key, updated_key = key_pair
-    d[updated_key] = d[old_key]
-    del d[old_key]
+    for key_pair in updated_key_pairs:
+        old_key, updated_key = key_pair
+        d[updated_key] = d[old_key]
+        del d[old_key]
 
-  for _, value in d.items():
-    recursive_key_update(value, key_update_func)
-  return d
+    for _, value in d.items():
+        recursive_key_update(value, key_update_func)
+    return d
diff --git a/src/guidellm/utils/text.py b/src/guidellm/utils/text.py
index e11598de..539ea8a0 100644
--- a/src/guidellm/utils/text.py
+++ b/src/guidellm/utils/text.py
@@ -191,10 +191,8 @@ def is_puncutation(text: str) -> bool:
 
 
 def camelize_str(snake_case_string: str) -> str:
-    return (
-        words :=
-            snake_case_string.split("_"))[0].lower() + "".join(word.capitalize()
-            for word in words[1:]
+    return (words := snake_case_string.split("_"))[0].lower() + "".join(
+        word.capitalize() for word in words[1:]
     )
 
 
diff --git a/tests/unit/utils/dict.py b/tests/unit/utils/dict.py
index 82ec22a2..09d93df6 100644
--- a/tests/unit/utils/dict.py
+++ b/tests/unit/utils/dict.py
@@ -4,73 +4,68 @@
 
 
 def update_str(string):
-  return string + "_updated"
+    return string + "_updated"
+
 
 @pytest.mark.smoke
 def test_recursive_key_update_updates_keys():
-  my_dict = {
-    "my_key": {
-      "my_nested_key": {
-          "my_double_nested_key": "someValue"
-      },
-      "my_other_nested_key": "someValue"
-    },
-    "my_other_key": "value"
-  }
-  my_updated_dict = {
-    "my_key_updated": {
-      "my_nested_key_updated": {
-          "my_double_nested_key_updated": "someValue"
-      },
-      "my_other_nested_key_updated": "someValue"
-    },
-    "my_other_key_updated": "value"
-  }
-  recursive_key_update(my_dict, update_str)
-  assert my_dict == my_updated_dict
+    my_dict = {
+        "my_key": {
+            "my_nested_key": {"my_double_nested_key": "someValue"},
+            "my_other_nested_key": "someValue",
+        },
+        "my_other_key": "value",
+    }
+    my_updated_dict = {
+        "my_key_updated": {
+            "my_nested_key_updated": {"my_double_nested_key_updated": "someValue"},
+            "my_other_nested_key_updated": "someValue",
+        },
+        "my_other_key_updated": "value",
+    }
+    recursive_key_update(my_dict, update_str)
+    assert my_dict == my_updated_dict
 
 
 def truncate_str_to_ten(string):
-  return string[:10]
+    return string[:10]
 
 
 @pytest.mark.smoke
 def test_recursive_key_update_leaves_unchanged_keys():
-  my_dict = {
-    "my_key": {
-      "my_nested_key": {
-          "my_double_nested_key": "someValue"
-      },
-      "my_other_nested_key": "someValue"
-    },
-    "my_other_key": "value"
-  }
-  my_updated_dict = {
-    "my_key": {
-      "my_nested_": {
-          "my_double_": "someValue"
-      },
-      "my_other_n": "someValue"
-    },
-    "my_other_k": "value"
-  }
-  recursive_key_update(my_dict, truncate_str_to_ten)
-  assert my_dict == my_updated_dict
+    my_dict = {
+        "my_key": {
+            "my_nested_key": {"my_double_nested_key": "someValue"},
+            "my_other_nested_key": "someValue",
+        },
+        "my_other_key": "value",
+    }
+    my_updated_dict = {
+        "my_key": {
+            "my_nested_": {"my_double_": "someValue"},
+            "my_other_n": "someValue",
+        },
+        "my_other_k": "value",
+    }
+    recursive_key_update(my_dict, truncate_str_to_ten)
+    assert my_dict == my_updated_dict
 
 
 @pytest.mark.smoke
 def test_recursive_key_update_updates_dicts_in_list():
-  my_dict = {
-    "my_key":
-      [{ "my_list_item_key_1": "someValue" },
-       { "my_list_item_key_2": "someValue" },
-       { "my_list_item_key_3": "someValue" }]
-  }
-  my_updated_dict = {
-    "my_key_updated":
-      [{ "my_list_item_key_1_updated": "someValue" },
-       { "my_list_item_key_2_updated": "someValue" },
-       { "my_list_item_key_3_updated": "someValue" }]
-  }
-  recursive_key_update(my_dict, update_str)
-  assert my_dict == my_updated_dict
+    my_dict = {
+        "my_key": [
+            {"my_list_item_key_1": "someValue"},
+            {"my_list_item_key_2": "someValue"},
+            {"my_list_item_key_3": "someValue"},
+        ]
+    }
+    my_updated_dict = {
+        "my_key_updated": [
+            {"my_list_item_key_1_updated": "someValue"},
+            {"my_list_item_key_2_updated": "someValue"},
+            {"my_list_item_key_3_updated": "someValue"},
+        ]
+    }
+    recursive_key_update(my_dict, update_str)
+    assert my_dict == my_updated_dict
diff --git a/tests/unit/utils/text.py b/tests/unit/utils/text.py
index b37ea950..ae0fa52f 100644
--- a/tests/unit/utils/text.py
+++ b/tests/unit/utils/text.py
@@ -5,8 +5,9 @@
 
 @pytest.mark.smoke
 def test_camelize_str_camelizes_string():
-  assert camelize_str("no_longer_snake_case") == "noLongerSnakeCase"
+    assert camelize_str("no_longer_snake_case") == "noLongerSnakeCase"
+
 
 @pytest.mark.smoke
 def test_camelize_str_leaves_non_snake_case_text_untouched():
-  assert camelize_str("notsnakecase") == "notsnakecase"
+    assert camelize_str("notsnakecase") == "notsnakecase"