lint: simplify hooks already covered by Ruff (#1204)

* lint: simplify hooks already covered by Ruff * prune dev dependency * setting E, W, F * poetry? * autopep8 * quote-style = "single" * double-quote-string-fixer * --all-files * apply * Q * drop double-quote-string-fixer * --all-files * apply pre-commit * python3.11 -m poetry lock --no-update --------- Co-authored-by: Robert Brennan <accounts@rbren.io>
2026-01-09 23:08:04 -05:00 · 2024-04-27 13:32:14 +02:00
parent 7d5856e36b
commit e32d95cb1a
36 changed files with 130 additions and 193 deletions
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -35,4 +35,8 @@ jobs:
      - name: Install pre-commit
        run: pip install pre-commit==3.7.0
      - name: Run pre-commit hooks
-        run: pre-commit run --files opendevin/**/* agenthub/**/* --show-diff-on-failure --config ./dev_config/python/.pre-commit-config.yaml
+        run: |
+          pre-commit run \
+            --all-files \
+            --show-diff-on-failure \
+            --config ./dev_config/python/.pre-commit-config.yaml
--- a/2
+++ b/2
@@ -149,7 +149,7 @@ install-precommit-hooks:

 lint:
 	@echo "$(YELLOW)Running linters...$(RESET)"
-	@poetry run pre-commit run --files opendevin/**/* agenthub/**/* --show-diff-on-failure --config $(PRECOMMIT_CONFIG_PATH)
+	@poetry run pre-commit run --all-files --show-diff-on-failure --config $(PRECOMMIT_CONFIG_PATH)

 build-frontend:
 	@echo "$(YELLOW)Building frontend...$(RESET)"
--- a/agenthub/SWE_agent/parser.py
+++ b/agenthub/SWE_agent/parser.py
@@ -20,7 +20,7 @@ no_open_file_error = AgentEchoAction(


 def invalid_error(cmd, docs):
-    return f'''ERROR:
+    return f"""ERROR:
 Invalid command structure for
 ```
 {cmd}
@@ -30,7 +30,7 @@ If so, try again by running only one of the commands:

 Try again using this format:
 {COMMAND_USAGE[docs]}
-'''
+"""


 def get_action_from_string(command_string: str, path: str, line: int, thoughts: str = '') -> Action | None:
--- a/agenthub/SWE_agent/prompts.py
+++ b/agenthub/SWE_agent/prompts.py
@@ -1,7 +1,7 @@

 DEFAULT_COMMANDS_DICT = {
    'exit': 'Executed when task is complete',
-    'read <file_name> [<start_line>] [<end_line>]': 'Shows a given file\'s contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.',
+    'read <file_name> [<start_line>] [<end_line>]': "Shows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. By default the whole file will be read.",
    'write <file> <changes> [<start_line>] [<end_line>]': 'Modifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.',
    'browse <url>': 'Returns the text version of any url, this can be useful to look up documentation or finding issues on github',
    'scroll_up': 'Takes no arguments. This will scroll up and show you the 100 lines above your current lines',
@@ -16,7 +16,7 @@ DEFAULT_COMMANDS_DICT = {

 COMMAND_USAGE = {
    'exit': 'Usage:\n```\nexit\n```\nExecuted when task is complete',
-    'read': 'Args:\n<file_name> [<start_line>] [<end_line>]\nUsage:\n```\nread file.py\n```\nor\n```\nread example.py <start_line> <end_line>\n```\nShows a given file\'s contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. by default the whole file will be read.',
+    'read': "Args:\n<file_name> [<start_line>] [<end_line>]\nUsage:\n```\nread file.py\n```\nor\n```\nread example.py <start_line> <end_line>\n```\nShows a given file's contents starting from <start_line> up to <end_line>. Default: start_line = 0, end_line = -1. by default the whole file will be read.",
    'write': 'Args:\n<file> <changes> [<start_line>] [<end_line>]\nUsage:\n```\nwrite "def main():\n    print("This is line one")" 0 2\n```\nModifies a <file> by replacing the current lines between <start_line> and <end_line> with <changes>. Default start_line = 0 and end_line = -1. Calling this with no line args will replace the whole file.',
    'edit': 'Args:\n<start_line> <end_line> <changes>\nUsage:\n```\nedit 0 1 import pandas as pd\n```\nThis will modify the current file you are in with the changes you make between the line numbers you designate',
    'goto': 'Args:\n<line_num>\nUsage:\n```\ngoto <line_num>\n```\nThis will show you the 100 lines below and including the line you specify within your current file.',
@@ -52,7 +52,7 @@ To modify the current file use 'edit'. To move through the current file use 'got
 when using write and edit do not surround the code with any "" just write the code.
 """

-GENERAL_GUIDELINES = '''INSTRUCTIONS:
+GENERAL_GUIDELINES = """INSTRUCTIONS:
 Now, you're going to solve this issue on your own. You can use any bash commands or custom commands you wish to complete your task. Edit all the files you need to and run any checks or tests that you want.
 Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
 When you're satisfied with all of the changes you've made, you can indicate that you are done by running the exit command.
@@ -69,9 +69,9 @@ IMPORTANT TIPS:
 5. Understand your context: Always make sure to look at the currently open file and the current working directory. The currently open file might be in a different directory than the working directory.
 6. Verify your edits: When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
 7. Thoroughly test your solution: After making any changes to fix a bug, be sure to thoroughly test your solution to ensure the bug has been resolved. Re-run the bug reproduction script and verify that the issue has been addressed.
-'''
+"""

-RESPONSE_FORMAT = '''RESPONSE FORMAT:
+RESPONSE_FORMAT = """RESPONSE FORMAT:
 This is the format of the response you will make in order to solve the current issue.
 You will be given multiple iterations to complete this task so break it into steps and solve them one by one.

@@ -113,9 +113,9 @@ Action:
 [ END FORMAT ]

 Do not provide anything extra just your thought and action.
-'''
+"""

-SYSTEM_MESSAGE = f'''SYSTEM INFO:
+SYSTEM_MESSAGE = f"""SYSTEM INFO:
 You am an autonomous coding agent, here to provide solutions for coding issues.
 You have been designed to assist you with a wide range of programming tasks, from code editing and debugging to testing and deployment.
 You have access to a variety of tools and commands that you can use to help you solve problems efficiently.
@@ -123,10 +123,10 @@ You have access to a variety of tools and commands that you can use to help you
 {GENERAL_GUIDELINES}

 {DOCUMENTATION}
-'''.strip()
+""".strip()


-def NO_ACTION(latest): return f'''
+def NO_ACTION(latest): return f"""
 You did not include any action to take in your most recent output:

 ===== Output ======
@@ -141,20 +141,20 @@ This time, be sure to use the exact format below, replacing anything in <> with
 {RESPONSE_FORMAT}

 It is crucial you use the format provided as the output will be parsed automatically.
-'''
+"""


 def file_info(file: str, line: int):
    if file:
-        return f'''CURRENT WORKSPACE:
+        return f"""CURRENT WORKSPACE:
    Open File: {file} on line {line}
    You can use these commands with the current file:
    Navigation: `scroll_up`, `scroll_down`, and `goto <line>`
    Modification: `edit <start_line> <end_line> <changes>`
-    '''
+    """


-def STEP_PROMPT(task, file, line_num): return f'''
+def STEP_PROMPT(task, file, line_num): return f"""
 {RESPONSE_FORMAT}
 You are currently trying to complete this task:
 {task}
@@ -168,7 +168,7 @@ Be very strict about the formatting that you use and make sure you follow the gu
 NEVER output multiple commands. ONLY take ONE STEP at a time.
 When you have completed your task run the "exit" command.
 Begin with your thought about the next step and then come up with an action to perform your thought.
-'''.strip()
+""".strip()


 def unpack_dict(data: dict, restrict: list[str] = []):
@@ -185,13 +185,13 @@ def unpack_dict(data: dict, restrict: list[str] = []):
    return '\n'.join(lines)


-def MEMORY_FORMAT(act, obs): return f'''
+def MEMORY_FORMAT(act, obs): return f"""
 Previous Action:
 {unpack_dict(act, ["content"])}

 Output from Action:
 {unpack_dict(obs)}
-'''.strip()
+""".strip()


 def CONTEXT_PROMPT(memory, window):
--- a/agenthub/planner_agent/prompt.py
+++ b/agenthub/planner_agent/prompt.py
@@ -134,12 +134,12 @@ def get_hint(latest_action_id: str) -> str:
    """ Returns action type hint based on given action_id """

    hints = {
-        '': 'You haven\'t taken any actions yet. Start by using `ls` to check out what files you\'re working with.',
+        '': "You haven't taken any actions yet. Start by using `ls` to check out what files you're working with.",
        ActionType.RUN: 'You should think about the command you just ran, what output it gave, and how that affects your plan.',
        ActionType.READ: 'You should think about the file you just read, what you learned from it, and how that affects your plan.',
        ActionType.WRITE: 'You just changed a file. You should think about how it affects your plan.',
        ActionType.BROWSE: 'You should think about the page you just visited, and what you learned from it.',
-        ActionType.THINK: 'Look at your last thought in the history above. What does it suggest? Don\'t think anymore--take action.',
+        ActionType.THINK: "Look at your last thought in the history above. What does it suggest? Don't think anymore--take action.",
        ActionType.RECALL: 'You should think about the information you just recalled, and how it should affect your plan.',
        ActionType.ADD_TASK: 'You should think about the next action to take.',
        ActionType.MODIFY_TASK: 'You should think about the next action to take.',
--- a/dev_config/python/.pre-commit-config.yaml
+++ b/dev_config/python/.pre-commit-config.yaml
@@ -7,19 +7,6 @@ repos:
      - id: check-yaml
      - id: debug-statements

-  - repo: https://github.com/PyCQA/flake8
-    rev: 7.0.0
-    hooks:
-      - id: flake8
-        args: ['--select=Q000']  # Q000 is the error code for single quote enforcement
-        additional_dependencies:
-          - flake8-quotes
-
-  - repo: https://github.com/hhatto/autopep8
-    rev: v2.1.0
-    hooks:
-      - id: autopep8
-
  - repo: https://github.com/asottile/setup-cfg-fmt
    rev: v2.5.0
    hooks:
--- a/dev_config/python/ruff.toml
+++ b/dev_config/python/ruff.toml
@@ -1,3 +1,20 @@
 exclude = [
    "agenthub/monologue_agent/regression/",
 ]
+
+[lint]
+select = [
+    "E",
+    "W",
+    "F",
+    "Q",
+]
+
+ignore = [
+    "E501",
+]
+
+flake8-quotes = {inline-quotes = "single"}
+
+[format]
+quote-style = "single"
--- a/docs/architecture/README.md
+++ b/docs/architecture/README.md
@@ -20,4 +20,3 @@ The generation of the backend architecture diagram is partially automated. The d
 4. Add the commit hash of the commit that was used to generate the diagram to the diagram footer.

 5. Export the diagram as PNG and SVG files and replace the existing diagrams in the `docs/architecture` directory. This can be done with (e.g. [PlantText](https://www.planttext.com/))
-
--- a/evaluation/SWE-bench/notebooks/devin_eval_analysis.ipynb
+++ b/evaluation/SWE-bench/notebooks/devin_eval_analysis.ipynb
@@ -36,12 +36,12 @@
   "source": [
    "#fetch devin's evaluation outputs into a dataframe\n",
    "def get_devin_eval_output():\n",
-    "    repo_url = \"CognitionAI/devin-swebench-results\"\n",
-    "    folder_path = \"output_diffs\"\n",
+    "    repo_url = 'CognitionAI/devin-swebench-results'\n",
+    "    folder_path = 'output_diffs'\n",
    "\n",
-    "    base_url = \"https://api.github.com/repos/\"\n",
-    "    pass_api_url = f\"{base_url}{repo_url}/contents/{folder_path}/pass\"\n",
-    "    failed_api_url = f\"{base_url}{repo_url}/contents/{folder_path}/fail\"\n",
+    "    base_url = 'https://api.github.com/repos/'\n",
+    "    pass_api_url = f'{base_url}{repo_url}/contents/{folder_path}/pass'\n",
+    "    failed_api_url = f'{base_url}{repo_url}/contents/{folder_path}/fail'\n",
    "\n",
    "    files_info = []\n",
    "\n",
@@ -50,13 +50,13 @@
    "        if response.status_code == 200:\n",
    "            contents = response.json()\n",
    "            for item in tqdm(contents):\n",
-    "                if item[\"type\"] == \"file\":\n",
+    "                if item['type'] == 'file':\n",
    "                    file_url = f\"https://raw.githubusercontent.com/{repo_url}/main/{folder_path}/{subfolder_name}/{item['name']}\"\n",
    "                    file_content = requests.get(file_url).text\n",
-    "                    files_info.append({\"instance_id\":item['name'][:-9],\"content\": file_content, \"pass or fail\": subfolder_name})\n",
+    "                    files_info.append({'instance_id':item['name'][:-9],'content': file_content, 'pass or fail': subfolder_name})\n",
    "\n",
-    "    get_files(pass_api_url, \"pass\")\n",
-    "    get_files(failed_api_url, \"fail\")\n",
+    "    get_files(pass_api_url, 'pass')\n",
+    "    get_files(failed_api_url, 'fail')\n",
    "\n",
    "    df = pd.DataFrame(files_info)\n",
    "    return df"
@@ -69,7 +69,7 @@
   "outputs": [],
   "source": [
    "#get the swe test dataset\n",
-    "swe_df = pd.DataFrame(load_dataset(\"princeton-nlp/SWE-bench\", split=\"test\"))\n",
+    "swe_df = pd.DataFrame(load_dataset('princeton-nlp/SWE-bench', split='test'))\n",
    "id2repo = {i:repo for i,repo in zip(swe_df.instance_id, swe_df.repo)}"
   ]
  },
@@ -121,7 +121,7 @@
   "source": [
    "# check the pass/fail status of devin outputs across different repos\n",
    "sns.countplot(y='repo', hue='pass or fail', data=df)\n",
-    "plt.title('Devin\\'s pass/fail status across repos')"
+    "plt.title(\"Devin's pass/fail status across repos\")"
   ]
  },
  {
@@ -156,7 +156,7 @@
    "repo_counts = df.groupby(['repo', 'pass or fail']).size().unstack(fill_value=0)\n",
    "repo_counts['ratio'] = repo_counts['pass'] / (repo_counts['pass'] + repo_counts['fail'])\n",
    "sns.barplot(y=repo_counts.index, x='ratio', data=repo_counts.reset_index(), order = list(df.repo.drop_duplicates()))\n",
-    "plt.title('Devin\\'s issue-resolve rate across repos')\n",
+    "plt.title(\"Devin's issue-resolve rate across repos\")\n",
    "plt.xlabel('%Resolved')"
   ]
  },
@@ -229,7 +229,7 @@
    "repo_counts = merged_df.groupby(['repo', 'subset']).size().unstack(fill_value=0)\n",
    "repo_counts['ratio'] = repo_counts['devin'] / (repo_counts['devin'] + repo_counts['SWE-bench_test'])\n",
    "sns.barplot(y=repo_counts.index, x='ratio', data=repo_counts.reset_index(), order = list(df.repo.drop_duplicates()))\n",
-    "plt.title('Repo-level sampling rate of Devin\\'s test set')\n",
+    "plt.title(\"Repo-level sampling rate of Devin's test set\")\n",
    "plt.xlabel('')"
   ]
  },
--- a/evaluation/SWE-bench/scripts/download_test_data.py
+++ b/evaluation/SWE-bench/scripts/download_test_data.py
@@ -1,6 +1,5 @@
 from datasets import load_dataset
-import pandas as pd

-dataset = load_dataset("princeton-nlp/SWE-bench")
-test = dataset["test"].to_pandas()
-test.to_json("data/processed/swe-bench-test.json", orient="records")
+dataset = load_dataset('princeton-nlp/SWE-bench')
+test = dataset['test'].to_pandas()
+test.to_json('data/processed/swe-bench-test.json', orient='records')
--- a/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py
+++ b/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py
@@ -18,12 +18,12 @@ import requests
 from tqdm import tqdm

 def get_devin_eval_output(setting):
-    repo_url = "CognitionAI/devin-swebench-results"
-    folder_path = "output_diffs"
+    repo_url = 'CognitionAI/devin-swebench-results'
+    folder_path = 'output_diffs'

-    base_url = "https://api.github.com/repos/"
-    pass_api_url = f"{base_url}{repo_url}/contents/{folder_path}/pass"
-    failed_api_url = f"{base_url}{repo_url}/contents/{folder_path}/fail"
+    base_url = 'https://api.github.com/repos/'
+    pass_api_url = f'{base_url}{repo_url}/contents/{folder_path}/pass'
+    failed_api_url = f'{base_url}{repo_url}/contents/{folder_path}/fail'

    pass_files_info = []
    failed_files_info = []
@@ -33,46 +33,46 @@ def get_devin_eval_output(setting):
        if response.status_code == 200:
            contents = response.json()
            for item in tqdm(contents):
-                if item["type"] == "file":
+                if item['type'] == 'file':
                    file_url = f"https://raw.githubusercontent.com/{repo_url}/main/{folder_path}/{subfolder_name}/{item['name']}"
                    file_content = requests.get(file_url).text
                    instance_id = item['name'][:-9]
-                    model_name = "Devin"  # Update with actual model name
+                    model_name = 'Devin'  # Update with actual model name
                    files_info.append({
-                        "instance_id": instance_id,
-                        "model_patch": file_content,
-                        "model_name_or_path": model_name,
-                        "pass_or_fail": subfolder_name
+                        'instance_id': instance_id,
+                        'model_patch': file_content,
+                        'model_name_or_path': model_name,
+                        'pass_or_fail': subfolder_name
                    })

-    if setting == "passed" or setting == "all":
-        get_files(pass_api_url, "pass", pass_files_info)
-    if setting == "failed" or setting == "all":
-        get_files(failed_api_url, "fail", failed_files_info)
+    if setting == 'passed' or setting == 'all':
+        get_files(pass_api_url, 'pass', pass_files_info)
+    if setting == 'failed' or setting == 'all':
+        get_files(failed_api_url, 'fail', failed_files_info)

    script_dir = os.path.dirname(os.path.abspath(__file__))
-    output_dir = os.path.join(script_dir, "../data/devin/")
+    output_dir = os.path.join(script_dir, '../data/devin/')

    if not os.path.exists(output_dir):
        os.makedirs(output_dir)

-    if setting == "passed" or setting == "all":
-        with open(os.path.join(output_dir, "devin_swe_passed.json"), "w") as pass_file:
+    if setting == 'passed' or setting == 'all':
+        with open(os.path.join(output_dir, 'devin_swe_passed.json'), 'w') as pass_file:
            json.dump(pass_files_info, pass_file, indent=4)

-    if setting == "failed" or setting == "all":
-        with open(os.path.join(output_dir, "devin_swe_failed.json"), "w") as fail_file:
+    if setting == 'failed' or setting == 'all':
+        with open(os.path.join(output_dir, 'devin_swe_failed.json'), 'w') as fail_file:
            json.dump(failed_files_info, fail_file, indent=4)

-    if setting == "all":
+    if setting == 'all':
        merged_output = pass_files_info + failed_files_info
-        with open(os.path.join(output_dir, "devin_swe_outputs.json"), "w") as merge_file:
+        with open(os.path.join(output_dir, 'devin_swe_outputs.json'), 'w') as merge_file:
            json.dump(merged_output, merge_file, indent=4)


 if __name__ == '__main__':
    if len(sys.argv) != 2:
-        print("Usage: python script_name.py <setting>")
+        print('Usage: python script_name.py <setting>')
        sys.exit(1)

    setting = sys.argv[1]
--- a/evaluation/regression/cases/hello-world/test_hello_world.py
+++ b/evaluation/regression/cases/hello-world/test_hello_world.py
@@ -2,7 +2,7 @@ import os
 import pytest
 from conftest import agents

-@pytest.mark.parametrize("agent", agents())
+@pytest.mark.parametrize('agent', agents())
 def test_hello_world(task_file, run_test_case, agent):
    """
    Test case for the "Hello, World!" Bash script using different agents.
--- a/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py
+++ b/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py
@@ -1,8 +1,7 @@
 import sys
-import commands

 def print_help():
-    help_text = '''
+    help_text = """
 Usage: python string_cli.py <command> <string>

 Commands:
@@ -12,7 +11,7 @@ Commands:
    spongebob - Converts the input string to spongebob case.
    length - Returns the length of the input string.
    scramble - Randomly scrambles the characters in the input string.
-'''
+"""
    print(help_text)

 if __name__ == '__main__':
--- a/evaluation/regression/cases/python-cli-help/start/string_cli.py
+++ b/evaluation/regression/cases/python-cli-help/start/string_cli.py
@@ -1,5 +1,4 @@
 import sys
-import commands

 if __name__ == '__main__':
    if len(sys.argv) < 3:
--- a/evaluation/regression/cases/server-test/start/server.py
+++ b/evaluation/regression/cases/server-test/start/server.py
@@ -13,6 +13,6 @@ def run(server_class=HTTPServer, handler_class=HelloWorldHandler, port=8000):
    print(f'Starting httpd on port {port}...')
    httpd.serve_forever()

-if __name__ == "__main__":
-    print("starting server...")
+if __name__ == '__main__':
+    print('starting server...')
    run()
--- a/evaluation/regression/conftest.py
+++ b/evaluation/regression/conftest.py
@@ -21,7 +21,7 @@ def agents():
            agents.append(agent)
    return agents

-@pytest.fixture(scope="session")
+@pytest.fixture(scope='session')
 def test_cases_dir():
    """Fixture that provides the directory path for test cases.

@@ -69,7 +69,7 @@ def model(request):
    Returns:
        The model name, defaulting to "gpt-3.5-turbo-1106".
    """
-    return request.config.getoption("model", default="gpt-3.5-turbo-1106")
+    return request.config.getoption('model', default='gpt-3.5-turbo-1106')

@pytest.fixture
 def run_test_case(test_cases_dir, workspace_dir, request):
@@ -112,13 +112,13 @@ def run_test_case(test_cases_dir, workspace_dir, request):
        else:
            os.makedirs(os.path.join(agent_dir, 'workspace'))
        agents_ref = {
-            "monologue_agent":"MonologueAgent",
-            "codeact_agent":"CodeActAgent"
+            'monologue_agent':'MonologueAgent',
+            'codeact_agent':'CodeActAgent'
        }
-        process = subprocess.Popen(["python3", f"{SCRIPT_DIR}/../../opendevin/main.py", "-d", f"{os.path.join(agent_dir, 'workspace')}", "-c", f"{agents_ref[agent]}", "-t", f"{task}", "-m", "gpt-3.5-turbo-1106"], stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True)
+        process = subprocess.Popen(['python3', f'{SCRIPT_DIR}/../../opendevin/main.py', '-d', f"{os.path.join(agent_dir, 'workspace')}", '-c', f'{agents_ref[agent]}', '-t', f'{task}', '-m', 'gpt-3.5-turbo-1106'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True)
        stdout, stderr = process.communicate()
-        logging.info(f"Stdout: {stdout}")
-        logging.error(f"Stderr: {stderr}")
+        logging.info(f'Stdout: {stdout}')
+        logging.error(f'Stderr: {stderr}')

        assert process.returncode == 0
        return os.path.join(agent_dir, 'workspace')
@@ -134,7 +134,7 @@ def pytest_configure(config):
    now = datetime.datetime.now()
    logging.basicConfig(
        level=logging.INFO,
-        format="%(asctime)s [%(levelname)s] %(message)s",
+        format='%(asctime)s [%(levelname)s] %(message)s',
        handlers=[
            logging.FileHandler(f"test_results_{now.strftime('%Y%m%d_%H%M%S')}.log"),
            logging.StreamHandler()
--- a/evaluation/regression/run_tests.py
+++ b/evaluation/regression/run_tests.py
@@ -18,6 +18,6 @@ if __name__ == '__main__':

    parser_args = parser.parse_args()
    config.config['OPENAI_API_KEY'] = parser_args.OPENAI_API_KEY
-    args = ['-v', 'evaluation/regression/cases',f"-o model={parser_args.model}"]
+    args = ['-v', 'evaluation/regression/cases',f'-o model={parser_args.model}']

    pytest.main(args)
--- a/frontend/src/App.css
+++ b/frontend/src/App.css
@@ -2,5 +2,3 @@
@tailwind base;
@tailwind components;
@tailwind utilities;
-
-
--- a/poetry.lock
+++ b/poetry.lock
@@ -185,20 +185,6 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]

-[[package]]
-name = "autopep8"
-version = "2.1.0"
-description = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "autopep8-2.1.0-py2.py3-none-any.whl", hash = "sha256:2bb76888c5edbcafe6aabab3c47ba534f5a2c2d245c2eddced4a30c4b4946357"},
-    {file = "autopep8-2.1.0.tar.gz", hash = "sha256:1fa8964e4618929488f4ec36795c7ff12924a68b8bf01366c094fc52f770b6e7"},
-]
-
-[package.dependencies]
-pycodestyle = ">=2.11.0"
-
 [[package]]
 name = "azure-core"
 version = "1.30.1"
@@ -980,22 +966,6 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]

-[[package]]
-name = "flake8"
-version = "7.0.0"
-description = "the modular source code checker: pep8 pyflakes and co"
-optional = false
-python-versions = ">=3.8.1"
-files = [
-    {file = "flake8-7.0.0-py2.py3-none-any.whl", hash = "sha256:a6dfbb75e03252917f2473ea9653f7cd799c3064e54d4c8140044c5c065f53c3"},
-    {file = "flake8-7.0.0.tar.gz", hash = "sha256:33f96621059e65eec474169085dc92bf26e7b2d47366b70be2f67ab80dc25132"},
-]
-
-[package.dependencies]
-mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.11.0,<2.12.0"
-pyflakes = ">=3.2.0,<3.3.0"
-
 [[package]]
 name = "flatbuffers"
 version = "24.3.25"
@@ -2474,17 +2444,6 @@ pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"

-[[package]]
-name = "mccabe"
-version = "0.7.0"
-description = "McCabe checker, plugin for flake8"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
-    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
-]
-
 [[package]]
 name = "mdurl"
 version = "0.1.2"
@@ -3891,17 +3850,6 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.7.0"

-[[package]]
-name = "pycodestyle"
-version = "2.11.1"
-description = "Python style guide checker"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
-    {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
-]
-
 [[package]]
 name = "pycparser"
 version = "2.22"
@@ -4040,17 +3988,6 @@ typing-extensions = "*"
 [package.extras]
 dev = ["black", "build", "flake8", "flake8-black", "isort", "jupyter-console", "mkdocs", "mkdocs-include-markdown-plugin", "mkdocstrings[python]", "pytest", "pytest-asyncio", "pytest-trio", "sphinx", "toml", "tox", "trio", "trio", "trio-typing", "twine", "twisted", "validate-pyproject[all]"]

-[[package]]
-name = "pyflakes"
-version = "3.2.0"
-description = "passive checker of Python programs"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "pyflakes-3.2.0-py2.py3-none-any.whl", hash = "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"},
-    {file = "pyflakes-3.2.0.tar.gz", hash = "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f"},
-]
-
 [[package]]
 name = "pygments"
 version = "2.17.2"
@@ -6002,4 +5939,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "5b452934e7edb572f6f0851d63b17268645eef631a117d645bfb556e6d231ebd"
+content-hash = "4679d53a31af9421e11f36ff72977a5268d5d4e37abca91f4697102ed167e6d3"
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,8 +36,6 @@ llama-index-embeddings-azure-openai = "*"
 llama-index-embeddings-ollama = "*"

 [tool.poetry.group.dev.dependencies]
-autopep8 = "v2.1.0"
-flake8 = "7.0.0"
 ruff = "0.3.7"
 mypy = "1.9.0"
 pre-commit = "3.7.0"