diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 00000000..0a63314d
Binary files /dev/null and b/.DS_Store differ
diff --git a/.gitignore b/.gitignore
index d6831164..44f5e3e5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
 *.pyc
 .env
-models/
\ No newline at end of file
+models/
+mlops/
+*.pyc # Python virtual environment files
\ No newline at end of file
diff --git a/src/api/Dockerfile.api b/Dockerfile.api
similarity index 66%
rename from src/api/Dockerfile.api
rename to Dockerfile.api
index bf23533c..c663d1dd 100644
--- a/src/api/Dockerfile.api
+++ b/Dockerfile.api
@@ -1,7 +1,6 @@
-# This Dockerfile is meant to be run from the root of the repo
+# Base Python image (Python 3.9.6)
+FROM python:3.12.4
 
-# Base Python image (Python 3.12)
-FROM python:3.12-slim
 
 # Set the working directory in the container
 WORKDIR /app
@@ -9,7 +8,8 @@ WORKDIR /app
 # Copy the current folder (on the host machine) that contains the whole app project into the container /app folder
 COPY . /app
 
-RUN pip install .
+# install the required packages
+RUN pip install --no-cache-dir -r requirements.txt
 
 # Expose the port on which FastAPI will run
 EXPOSE 8000
@@ -18,4 +18,4 @@ EXPOSE 8000
 ENV DSBA_MODELS_ROOT_PATH=/app/models
 
 # Define the default command run when starting the container: Run the FastAPI app using Uvicorn
-CMD ["uvicorn", "src.api.api:app", "--host", "0.0.0.0", "--port", "8000"]
+CMD ["uvicorn", "api:app", "--host", "0.0.0.0", "--port", "8000"]
diff --git a/Project_Report.pdf b/Project_Report.pdf
new file mode 100644
index 00000000..3ba883cc
Binary files /dev/null and b/Project_Report.pdf differ
diff --git a/README.md b/README.md
index eec68152..64fb7740 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,9 @@
 # DSBA Platform
 
-A toy MLOps Platform for educational purposes
+A toy MLOps Project
 
 ## Project Structure
 
-This project has a fairly standard structure (but it is still adapted to be simplified compared to a slightly more typical structure):
 
 - a `pyproject.toml` file contains the project metadata, including the dependencies. It is common to see a "setup.py" file in Python projects but we use this more modern approach to define the project metadata.
 - The `src` folder contains the code code (dsba) as well as the code for the CLI, the API, the web app, the notebooks, as well as the Dockerfiles.
@@ -98,9 +97,52 @@ For windows, something of the sort may work:
 set DSBA_MODELS_ROOT_PATH="C:\path\to\your\models"
 ```
 
-## CLI
 
-List models registered on your system:
+
+
+
+# MLOps student project
+This project aimed to create an interface for a bank employees that allows them to choose a prediction model, a customer dataset, and then provide a result on whether customers will churn or not.
+
+To do this, we based our work on a machine learning project on bank churners that one of us had previously created. This project used the dataset of a kaggle challenge available at :  https://www.kaggle.com/datasets/thedevastator/predicting-credit-card-customer-attrition-with-m 
+
+
+## Important Folders and Files
+
+### Data
+
+```bash
+data/
+```
+
+This contains:
+- the original `BankChurners.csv` file of the Kaggle challenge used for the original ML project
+- the `X_test.csv` and the `y_test.csv` files created after the preprocessing of the original dataset, this files are the ones used for the rest of the MLOps project
+
+
+### Models
+
+```bash
+models/
+```
+
+This contains the different models trained and available to predict results. The 4 models are :
+- `lgbm_model.pkl`
+- `rf_model.pkl`
+- `svm_model.pkl`
+- `xgb_model.pkl`
+
+
+### Src
+
+```bash
+src/
+```
+This is the main source directory where the code resides.
+
+#### CLI
+
+Not used in the MLOps project, normally it's used to list models registered on your system:
 
 ```bash
 src/cli/dsba_cli list
@@ -112,17 +154,82 @@ Use a model to predict on a file:
 src/cli/dsba_cli predict --input /path/to/your/data/file.csv --output /path/to/your/output/file.csv --model-id your_model_id
 ```
 
-### Notebook
+### API
+An API is provided, it allows to interact with models. You can start the API by running:
+```bash
+uvicorn api:app --reload
+```
+
+Dockerized API
+To run the API in a Docker container, follow these steps:
+1. Build the Docker image:
+```bash
+docker build -f Dockerfile.api -t fastapi .
+```
+2. Run the Docker container:
+```bash
+docker run -d -p 8000:80 fastapi
+```
+The API will be available at http://127.0.0.1:8000/
+
+Note: Ensure Docker is installed on your machine.
+3. Tag the image 
+```bash
+docker tag fastapi stanchiangtw/fastapi
+```
+
+Note: Ensure Docker Desktop is logged in by using
+```bash
+docker login
+```
+   
+4. Push the tag image to Docker Hub
+```bash
+docker push stanchiangtw/fastapi:latest
+```
+
+
+AWS ECS & EC2
+We successfully implemented the deployment and scaling of Docker containers on AWS ECS. The process involved the following steps:
+- Creating an ECS cluster
+- Defining a Task Definition
+- Configuring a Security Group
+- Setting up a service
+- Accessing the running service
+
+The API was successfully running at http://13.37.241.233:8000/.
+
+However, the service quickly exceeded the free tier quota, resulting in costs ($12.46). Before stopping the service, we took a screenshot to document the progress made.
+![](https://drive.google.com/uc?export=view&id=1YI7dOU-cK-AJIUZxjXoJGsSZiGhT2f55)
+
+
+### Templates
+The `templates/` directory contains HTML templates used for rendering web views in our application. The main file `dashboard.html` serves as the user interface for our ML model evaluation dashboard.
+![](./static/dashboard.gif)
+
+
+### static
+The `static/` directory stores static resources like generated plots (.png files). The image is served directly to the client browser and don't change during runtime. The visualization image created during model evaluation is stored here, allowing it to be displayed in the dashboard.
+
+
+### Dockerfile
+The .api file includes all the necessary instructions, organized in a way that ensures Docker executes them correctly.
+
+### Requirements
+The .txt file contains all the necessary Python packages required to process the data, train the model, and run the API.
+
+
+#### DSBA
+This contains the core functionality of the MLOps project, including model handling, data preprocessing, and utilities for training and predicting.
 
-...
 
-### API
 
-...
+#### Notebooks
+This contains:
+- `model_training_example.ipynb` the original example of Notebook of the MLOps platform project
+- `Bank_MLOps.ipynb` the notebook of an ML project from which we used it for our MLOps project. The original code from the ML project has not been modified; it may contain some elements from LLM. To use the notebook, navigate to the `notebooks/` folder and open the file. You can use the provided utilities to train models, preprocess data, and evaluate performance.
 
-### Dockerized API
 
-...
 
-### REMARKS
-remove extra preprocessing files 
\ No newline at end of file
+## REMARKS
+No remarks
diff --git a/api.py b/api.py
new file mode 100644
index 00000000..df3a2556
--- /dev/null
+++ b/api.py
@@ -0,0 +1,182 @@
+from fastapi import FastAPI, UploadFile, File
+import pandas as pd
+import joblib
+import pickle
+from src.dsba.data_ingestion.data_ingestion import load_csv
+from src.dsba.preprocessing_a import preprocess_data
+from src.dsba.model_evaluation import evaluate_models
+import io
+from pathlib import Path
+from typing import Optional
+import sys
+from fastapi.responses import HTMLResponse
+from fastapi.staticfiles import StaticFiles
+from fastapi import Request
+import matplotlib.pyplot as plt
+from fastapi.templating import Jinja2Templates
+import numpy
+sys.modules['numpy._core'] = numpy.core
+
+
+
+
+
+df = load_csv("data/BankChurners.csv")
+X_train, X_test, y_train, y_test = preprocess_data("data/BankChurners.csv")
+
+lgbm_model = joblib.load('models/lgbm_model.pkl')
+rf_model = joblib.load('models/rf_model.pkl')
+xgb_model = joblib.load('models/xgb_model.pkl')
+svm_model = joblib.load('models/svm_model.pkl')
+
+models = {
+    "LGBM": lgbm_model,
+    "RandomForest": rf_model,
+    "XGBoost": xgb_model,
+    "SVM": svm_model
+}
+
+results, model_comparison = evaluate_models(models, X_train, y_train, X_test, y_test)
+
+png_path = "static/model_comparison.png"
+model_comparison.savefig(png_path)
+
+
+
+data_info =  df.iloc[:5].to_html(classes='table table-striped table-bordered', index=False)
+columns_df = pd.DataFrame({'Column Name': df.columns.tolist()})
+columns_info = columns_df.to_html(classes='table table-striped table-bordered', index=False)
+model_info = {"Show the model info": {}}
+for model_name, model in models.items():
+    model_info["Show the model info"][model_name] = model.__class__.__name__
+
+results_dict = results.to_dict(orient="records")
+metrics_summary = {}
+
+for record in results_dict:
+    model_name = record["Model"]
+    dataset_type = record["Dataset"]
+    
+    if model_name not in metrics_summary:
+        metrics_summary[model_name] = {}
+        
+    metrics_summary[model_name][dataset_type] = {
+        "accuracy": record["accuracy"],
+        "precision": record["precision"],
+        "recall": record["recall"],
+        "f1_score": record["f1_score"]
+    }
+
+app = FastAPI()
+
+template = Jinja2Templates(directory="templates")
+app.mount("/static", StaticFiles(directory="static"), name="static")
+
+async def tmp_save_file(upload_file: UploadFile) -> Path:
+    try:
+        temp_dir = Path("temp_uploads")
+        temp_dir.mkdir(exist_ok=True)
+        
+        # Generate Temporary file path
+        file_path = temp_dir / f"{upload_file.filename}"
+        
+        # Read the contents
+        contents = await upload_file.read()
+        
+        # Write the temporary file
+        with open(file_path, "wb") as f:
+            f.write(contents)
+            
+        return file_path
+
+    except Exception as e:
+        raise ValueError(f"Error when saving the file: {str(e)}")
+
+
+@app.get("/")
+async def read_root(request: Request):
+    return template.TemplateResponse("dashboard.html", {
+        "request": request,
+        "data_info": data_info,
+        "columns_info": columns_info,
+        "model_info": model_info,
+        "metrics_summary": metrics_summary,
+        "plot_image_path": "static/model_comparison.png"
+
+    })
+
+@app.post("/upload-and-evaluate/")
+async def upload_and_evaluate(request: Request, file: Optional[UploadFile] = None):
+    try:
+
+        if file is None:
+            return template.TemplateResponse("dashboard.html", {
+                "request": request,
+                "data_info": data_info,
+                "columns_info": columns_info,
+                "model_info": model_info,
+                "metrics_summary": metrics_summary,
+                 "plot_image_path": "static/model_comparison.png"
+
+            })
+        
+
+        # Need HTML to design the layout to upload the file
+        temp_file_path = await tmp_save_file(file)
+
+        df_upload = pd.read_csv(temp_file_path)
+        
+        X_train_upload, X_test_upload, y_train_upload, y_test_upload = preprocess_data(temp_file_path)
+        
+        
+        results_upload, model_comparison_upload = evaluate_models(models, X_train_upload, X_test_upload, y_train_upload, y_test_upload )
+
+        png_path_upload = "static/model_comparison_upload.png"
+        model_comparison_upload.savefig(png_path_upload)  
+
+        # Need HTML to show the plot for model_comparison_upload
+
+        data_upload = df_upload.iloc[:5].to_html(classes='table table-striped table-bordered', index=False)# Over 5 records, the layout will be messy
+        
+        
+        columns_upload_df = pd.DataFrame({'Column Name': df_upload.columns.tolist()})
+        columns_info_upload = columns_upload_df.to_html(classes='table table-striped table-bordered', index=False)
+        
+        model_info_upload = {"Show the model info": {}}
+        for model_name, model in models.items():
+            model_info_upload["Show the model info"][model_name] = model.__class__.__name__
+
+        results_dict_upload = results_upload.to_dict(orient="records")
+        metrics_summary_upload = {}
+        
+        
+        for record in results_dict_upload:
+            model_name = record["Model"]
+            dataset_type = record["Dataset"]
+            
+            if model_name not in metrics_summary_upload:
+                metrics_summary_upload[model_name] = {}
+                
+            metrics_summary_upload[model_name][dataset_type] = {
+                "accuracy": record["accuracy"],
+                "precision": record["precision"],
+                "recall": record["recall"],
+                "f1_score": record["f1_score"]
+            }
+        
+        return template.TemplateResponse("dashboard.html", {
+            "request": request,
+            "data_info": data_upload,
+            "columns_info": columns_info_upload,
+            "model_info": model_info_upload,
+            "metrics_summary": metrics_summary_upload,
+            "plot_image_path": "static/model_comparison_upload.png"
+
+    })
+
+    except ValueError as e:
+        return {"error": str(e)}
+    
+    except Exception as e:
+        return {"error": f"Unexpected Error: {str(e)}"}
+    
diff --git a/poetry.lock b/poetry.lock
index 24819abf..1efcc35a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -535,6 +535,24 @@ files = [
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
+[[package]]
+name = "jinja2"
+version = "3.1.6"
+description = "A very fast and expressive template engine."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -637,6 +655,77 @@ files = [
     {file = "kiwisolver-1.4.8.tar.gz", hash = "sha256:23d5f023bdc8c7e54eb65f03ca5d5bb25b601eac4d7f1a042888a1f45237987e"},
 ]
 
+[[package]]
+name = "markupsafe"
+version = "3.0.2"
+description = "Safely add untrusted strings to HTML/XML markup."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
+    {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
+    {file = "MarkupSafe-3.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579"},
+    {file = "MarkupSafe-3.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d"},
+    {file = "MarkupSafe-3.0.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb"},
+    {file = "MarkupSafe-3.0.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b"},
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+    {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
+]
+
 [[package]]
 name = "matplotlib"
 version = "3.10.1"
@@ -1234,6 +1323,18 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-multipart"
+version = "0.0.20"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"},
+    {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
+]
+
 [[package]]
 name = "pytz"
 version = "2025.2"
@@ -1765,4 +1866,4 @@ dev = ["mypy", "pytest", "ruff"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10"
-content-hash = "b75ca6c82233281f9ff2c9d56a07b3409ca30f03f9d0d633bace6c0df94b1910"
+content-hash = "a59a1bb687e83fa0e4f37a52641e9c6695d2054f9f6f38305567d01babe2b1ac"
diff --git a/pyproject.toml b/pyproject.toml
index e8dbac9e..29c3e237 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,8 @@ dependencies = [
     "uvicorn>=0.34.0",
     "xgboost>=2.1.3",
     "imbalanced-learn (>=0.13.0,<0.14.0)",
+    "jinja2 (>=3.1.6,<4.0.0)",
+    "python-multipart (>=0.0.20,<0.0.21)",
 ]
 
 
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 00000000..53279d34
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,17 @@
+imbalanced-learn==0.12.3
+matplotlib==3.10.1
+scikit-learn==1.6.1
+seaborn==0.13.2
+numpy==2.2.4
+xgboost==3.0.0
+lightgbm==4.6.0
+
+fastapi==0.110.1
+pandas==2.2.3
+joblib==1.4.2
+requests==2.32.3
+uvicorn==0.17.6
+
+python-multipart==0.0.5
+pydantic==2.5.3
+jinja2==3.1.3
diff --git a/src/api/api.py b/src/api/api.py
deleted file mode 100644
index 485d2549..00000000
--- a/src/api/api.py
+++ /dev/null
@@ -1,45 +0,0 @@
-import json
-import logging
-from fastapi import FastAPI, HTTPException
-from dsba.model_registry import list_models_ids, load_model, load_model_metadata
-from dsba.model_prediction import classify_record
-
-
-logging.basicConfig(
-    level=logging.INFO,
-    format="%(asctime)s [%(levelname)s] %(message)s",
-    datefmt="%H:%M:%S,",
-)
-
-app = FastAPI()
-
-
-# using FastAPI with defaults is very convenient
-# we just add this "decorator" with the "route" we want.
-# If I deploy this app on "https//mywebsite.com", this function can be called by visiting "https//mywebsite.com/models/"
-@app.get("/models/")
-async def list_models():
-    return list_models_ids()
-
-
-@app.api_route("/predict/", methods=["GET", "POST"])
-async def predict(query: str, model_id: str):
-    """
-    Predict the target column of a record using a model.
-    The query should be a json string representing a record.
-    """
-    # This function is a bit naive and focuses on the logic.
-    # To make it more production-ready you would want to validate the input, manage authentication,
-    # process the various possible errors and raise an appropriate HTTP exception, etc.
-    try:
-        record = json.loads(query)
-        model = load_model(model_id)
-        metadata = load_model_metadata(model_id)
-        prediction = classify_record(model, record, metadata.target_column)
-        return {"prediction": prediction}
-    except Exception as e:
-        # We do want users to be able to see the exception message in the response
-        # FastAPI will by default block the Exception and send a 500 status code
-        # (In the HTTP protocol, a 500 status code just means "Internal Server Error" aka "Something went wrong but we're not going to tell you what")
-        # So we raise an HTTPException that contains the same details as the original Exception and FastAPI will send to the client.
-        raise HTTPException(status_code=500, detail=str(e))
diff --git a/src/dsba/dashboard.html b/src/dsba/dashboard.html
deleted file mode 100644
index 7a66f137..00000000
--- a/src/dsba/dashboard.html
+++ /dev/null
@@ -1,113 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-  <meta charset="UTF-8" />
-  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>ML Model Evaluation Dashboard</title>
-  <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet">
-  <style>
-    body {
-      font-family: 'Inter', sans-serif;
-      background-color: #f4f6f8;
-      margin: 0;
-      padding: 2rem;
-      color: #333;
-    }
-    h1, h2 {
-      color: #1a202c;
-    }
-    .dashboard {
-      max-width: 1200px;
-      margin: auto;
-    }
-    .section {
-      background: white;
-      border-radius: 12px;
-      padding: 2rem;
-      margin-bottom: 2rem;
-      box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05);
-    }
-    table {
-      width: 100%;
-      border-collapse: collapse;
-      margin-top: 1rem;
-    }
-    th, td {
-      text-align: left;
-      padding: 0.75rem;
-      border-bottom: 1px solid #e2e8f0;
-    }
-    th {
-      background-color: #edf2f7;
-      font-weight: 600;
-    }
-    img {
-      max-width: 100%;
-      height: auto;
-      border-radius: 8px;
-      margin-top: 1rem;
-    }
-    .section-title {
-      font-size: 1.5rem;
-      font-weight: 600;
-      margin-bottom: 1rem;
-    }
-  </style>
-</head>
-<body>
-  <div class="dashboard">
-    <h1>ML Model Evaluation Dashboard</h1>
-
-    <div class="section">
-      <div class="section-title">Data Preview</div>
-      <div id="data_preview">
-        <ul>
-            {% for row in data_info["Show the first 5 records of the dataset"] %}
-                <li>{{ row }}</li>
-            {% endfor %}
-        </ul>
-      </div>
-    </div>
-
-    <div class="section">
-      <div class="section-title"> Model Information</div>
-      <table id="model_info">
-        <ul>
-            {% for name, model in model_info["Show the model info"].items() %}
-                <li>{{ name }}: {{ model }}</li>
-            {% endfor %}
-        </ul>
-      </table>
-    </div>
-
-    <div class="section">
-      <div class="section-title">Metrics Summary</div>
-      <table id="metrics_summary">
-        {% for model, metrics in metrics_summary.items() %}
-        <h3>{{ model }}</h3>
-            <tr>
-                <th>Dataset</th>
-                <th>Accuracy</th>
-                <th>Precision</th>
-                <th>Recall</th>
-                <th>F1 Score</th>
-            </tr>
-            {% for dataset_type, metric in metrics.items() %}
-            <tr>
-                <td>{{ dataset_type }}</td>
-                <td>{{ metric.accuracy }}</td>
-                <td>{{ metric.precision }}</td>
-                <td>{{ metric.recall }}</td>
-                <td>{{ metric.f1_score }}</td>
-            </tr>
-            {% endfor %}
-    {% endfor %}
-      </table>
-    </div>
-
-    <h2>📈 Model Comparison Plot</h2>
-    <img src="{{ plot_image_path }}" alt="Model Comparison" width="600"/>
-   
-  </div>
-</body>
-</html>
\ No newline at end of file
diff --git a/src/dsba/data_ingestion/files.py b/src/dsba/data_ingestion/files.py
index 2ffde2ad..4b5ca8cd 100644
--- a/src/dsba/data_ingestion/files.py
+++ b/src/dsba/data_ingestion/files.py
@@ -1,11 +1,11 @@
 from io import StringIO
 from pathlib import Path
-from typing import Any
+from typing import Union, Optional 
 import requests
 import pandas as pd
 
 
-def load_csv_from_path(filepath: str | Path) -> pd.DataFrame:
+def load_csv_from_path(filepath: Union[str, Path]) -> pd.DataFrame:
     """
     Loads a CSV file on the local filesystem into a pandas DataFrame
     Since it loads it all in memory, it is only suitable for datasets small enough to fit in memory
@@ -19,5 +19,5 @@ def load_csv_from_url(url: str) -> pd.DataFrame:
     return pd.read_csv(StringIO(response.text))
 
 
-def write_csv_to_path(df: pd.DataFrame, filepath: str | Path) -> None:
+def write_csv_to_path(df: pd.DataFrame, filepath: Union[str, Path]) -> None:
     df.to_csv(filepath, index=False)
diff --git a/src/dsba/model_evaluation.py b/src/dsba/model_evaluation.py
index 4b275f7d..03134468 100644
--- a/src/dsba/model_evaluation.py
+++ b/src/dsba/model_evaluation.py
@@ -8,10 +8,14 @@
     f1_score,
     precision_score,
     recall_score,
+    make_scorer
 )
 import matplotlib.pyplot as plt
 import seaborn as sns
-from dsba.preprocessing import preprocess_dataframe, split_features_and_target
+from statistics import mean
+import logging
+from typing import Any
+from sklearn.model_selection import cross_val_score 
 
 
 @dataclass
@@ -20,60 +24,118 @@ class ClassifierEvaluationResult:
     precision: float
     recall: float
     f1_score: float
-    confusion_matrix: list[list[int]]
+    confusion_matrix: Any = None
 
-
-def evaluate_classifier(
-    classifier: ClassifierMixin, target_column: str, df: pd.DataFrame
+def get_cross_val_score(
+    fitted_model: ClassifierMixin, X: pd.DataFrame, y: pd.Series, num_cv: int = 5
 ) -> ClassifierEvaluationResult:
-    df = preprocess_dataframe(df)
-    X, y_actual = split_features_and_target(df, target_column)
-    y_predicted = classifier.predict(X)
+    
+    f1_scorer=make_scorer(f1_score,average='weighted', zero_division=0) #average='weighted' ensures that the F1-score is computed for each class separately and then weighted by the number of true instances for each class
+    f1=cross_val_score(fitted_model, X, y, cv=num_cv, scoring=f1_scorer)
+
+    #PRECISION (proportion of correctly predicted positive observations out of all predicted positives)
+    precision_scorer=make_scorer(precision_score,average='weighted', zero_division=0) 
+    precision=cross_val_score(fitted_model, X , y ,cv=num_cv,scoring=precision_scorer)
+
+    #RECALL (proportion of correctly predicted positive observations out of all actual positives)
+    recall_scorer=make_scorer(recall_score,average='weighted', zero_division=0)
+    recall=cross_val_score(fitted_model, X , y ,cv=num_cv,scoring=recall_scorer)
 
-    accuracy = accuracy_score(y_actual, y_predicted)
-    precision = precision_score(
-        y_actual, y_predicted, average="weighted", zero_division=0
+    #ACCURACY (proportion of correctly classified observations out of the total number of observations)
+    accuracy= cross_val_score(fitted_model, X , y ,cv=num_cv, scoring='accuracy')
+
+    return ClassifierEvaluationResult(
+        accuracy= mean(accuracy),
+        precision= mean(precision),
+        recall= mean(recall),
+        f1_score= mean(f1)
     )
-    recall = recall_score(y_actual, y_predicted, average="weighted", zero_division=0)
-    f1 = f1_score(y_actual, y_predicted, average="weighted", zero_division=0)
-    conf_matrix = confusion_matrix(y_actual, y_predicted)
 
+def get_test_score(predictions, y_test) -> ClassifierEvaluationResult:
+    accuracy = accuracy_score(y_test, predictions)
+    precision = precision_score(y_test, predictions, average="weighted", zero_division=0)
+    recall = recall_score(y_test, predictions, average="weighted", zero_division=0)
+    f1 = f1_score(y_test, predictions, average="weighted", zero_division=0)
     return ClassifierEvaluationResult(
-        accuracy=accuracy,
-        precision=precision,
-        recall=recall,
-        f1_score=f1,
-        confusion_matrix=conf_matrix,
+        accuracy = accuracy,
+        precision = precision,  
+        recall = recall,
+        f1_score = f1,
     )
 
+def add_to_results(df, model_name, cv_metrics, test_metrics):
+    logging.info(f"Storing results for {model_name}")
+    
+    # Convert to dictionary if not already a dictionary
+    cv_dict = cv_metrics.__dict__ if hasattr(cv_metrics, '__dict__') else cv_metrics
+    test_dict = test_metrics.__dict__ if hasattr(test_metrics, '__dict__') else test_metrics
+    
+    new_rows = pd.DataFrame([
+        {"Dataset": "Cross-Validation", "Model": model_name, **cv_dict},
+        {"Dataset": "Test Set", "Model": model_name, **test_dict}
+    ])
+    
+    return pd.concat([df, new_rows], ignore_index=True)
+
+def plot_model_comparison(results_df: pd.DataFrame, y_axis_start: float = 0.4):
+    # Set style for Seaborn plots
+    logging.info("Generating model comparison plots..")
+    sns.set_style("whitegrid")
+    
+    # Plot Accuracy, Precision, Recall, F1-Score, and FOR for each model
+    metrics_plot = ["accuracy", "precision", "recall", "f1_score"]
+    metrics_titles = ["Accuracy", "Precision", "Recall", "F1 Score"]
+    
+    # Set up the figure for subplots
+    fig, axes = plt.subplots(2, 2, figsize=(16, 10))
+    axes = axes.flatten()
+    
+    for i, (metric, metric_title) in enumerate(zip(metrics_plot, metrics_titles)):
+        sns.barplot(
+            data=results_df,
+            x="Model",
+            y=metric,
+            hue="Dataset",
+            ax=axes[i],
+            palette="muted"
+        )
+        axes[i].set_title(f"Model Comparison: {metric}")
+        axes[i].set_ylabel(metric)
+        axes[i].set_xlabel("Model")
+        axes[i].legend(title="Dataset", loc="lower right")
+    
+        axes[i].set_ylim(y_axis_start, axes[i].get_ylim()[1]) #here to adjust vertical axis : 0; 0,4 or other value
+    
+    # Adjust spacing between plots
+    plt.tight_layout()
+    
+    return fig
 
-# Display functions :
 
+def evaluate_models(models, X_train, y_train, X_test, y_test):
 
-def visualize_classification_evaluation(result: ClassifierEvaluationResult):
-    confusion_maxtrix_fig = plot_confusion_matrix(result)
-    plt.show(confusion_maxtrix_fig)
-    evaluation_metrics_fig = plot_classification_metrics(result)
-    plt.show(evaluation_metrics_fig)
+    results_df = pd.DataFrame(columns=["Dataset", "Model", "accuracy", "precision", "recall", "f1_score"])
 
+    for model_name, model in models.items():
+        cv_metrics = get_cross_val_score(model, X_train, y_train)
+        y_pred_test = model.predict(X_test)
+        test_metrics = get_test_score(y_test, y_pred_test)
+        results_df = add_to_results(results_df, model_name, cv_metrics, test_metrics)
 
-def plot_confusion_matrix(result: ClassifierEvaluationResult) -> plt.Figure:
-    confusion_matrix_df = pd.DataFrame(result.confusion_matrix)
-    fig, ax = plt.subplots(figsize=(6, 6))
-    sns.heatmap(confusion_matrix_df, annot=True, fmt="d", cmap="Blues", ax=ax)
-    ax.set_title("Confusion Matrix")
-    ax.set_xlabel("Predicted")
-    ax.set_ylabel("Actual")
-    return fig
+    results_df = results_df.sort_values(by=["Dataset"], ignore_index=True)
 
+    
+    
+    
+
+    return results_df, plot_model_comparison(results_df)
+
+
+#models = {
+#    "SVM": best_model_svm,
+#    "Random Forest": best_model_rfc,
+#    "XGBoost": best_model_xgb,
+#    "LGBM": best_model_lgbm
+#}
+#results_df = evaluate_models(models, X_train, y_train, X_test, y_test)
 
-def plot_classification_metrics(result: ClassifierEvaluationResult) -> plt.Figure:
-    metrics = ["accuracy", "precision", "recall", "f1_score"]
-    scores = [result.accuracy, result.precision, result.recall, result.f1_score]
-    metric_data = pd.DataFrame({"Metric": metrics, "Score": scores})
-    fig, ax = plt.subplots(figsize=(6, 6))
-    sns.barplot(data=metric_data, x="Metric", y="Score", ax=ax)
-    ax.set_ylim(0, 1)
-    ax.set_title("Classification Metrics")
-    ax.set_ylabel("Score")
-    return fig
diff --git a/src/dsba/model_prediction.py b/src/dsba/model_prediction.py
index 12d1b507..ec19505f 100644
--- a/src/dsba/model_prediction.py
+++ b/src/dsba/model_prediction.py
@@ -1,36 +1,9 @@
 import logging
 import pandas as pd
 from sklearn.base import ClassifierMixin
-from dsba.preprocessing import preprocess_dataframe
 
 
-def classify_dataframe(
-    model: ClassifierMixin, df: pd.DataFrame, target_column: str
-) -> pd.DataFrame:
-    _check_target_column(df, target_column)
-    df = preprocess_dataframe(df)
-    y_predicted = model.predict(df)
-    df[target_column] = y_predicted
-    return df
-
-
-def classify_record(
-    model: ClassifierMixin, record: dict, target_column: str
-) -> int | float | str:
-    df = pd.DataFrame([record])
-    _check_target_column(df, target_column)
-    df = classify_dataframe(model, df, target_column)
-    return df.iloc[0][target_column]
-
-
-def _check_target_column(df: pd.DataFrame, target_column: str) -> None:
-    """
-    As a convenience, we allow the user to pass a dataframe that already has the target column in the input
-    but this is quite suspicious, so we warn the user.
-    then we need to drop the target column before we can continue to have the right shape for the prediction
-    """
-    if target_column in df.columns:
-        logging.warning(
-            f"Target column {target_column} already exists in the DataFrame."
-        )
-        df.drop(columns=[target_column], inplace=True)
+def predict(
+    model: ClassifierMixin, X_test: pd.DataFrame
+) -> np.ndarray:
+    return model.predict(X_test)
diff --git a/src/dsba/preprocessing.py b/src/dsba/preprocessing.py
deleted file mode 100644
index f8affcb0..00000000
--- a/src/dsba/preprocessing.py
+++ /dev/null
@@ -1,36 +0,0 @@
-from pandas import DataFrame, Series
-from sklearn.model_selection import train_test_split
-from sklearn.preprocessing import LabelEncoder
-
-# from sklearn.model_selection import train_test_split
-
-
-def split_features_and_target(
-    df: DataFrame, target_column: str
-) -> tuple[DataFrame, Series]:
-    """
-    Splits a DataFrame into features and target, which is a common format used by machine learning libraries such as scikit-learn.
-    """
-    if target_column not in df.columns:
-        raise ValueError(f"Target column '{target_column}' not found in the DataFrame.")
-    X = df.drop(columns=[target_column])
-    y = df[target_column]
-    return X, y
-
-
-def split_dataframe(
-    df: DataFrame, test_size: float = 0.2
-) -> tuple[DataFrame, DataFrame]:
-    return train_test_split(df, test_size=test_size, random_state=42)
-
-
-def preprocess_dataframe(df):
-    """
-    Preprocess DataFrame by encoding categorical columns.
-    ML algorithms typically can't only handle numbers, so there may be quite a lot of feature engineering and preprocessing with other types of data.
-    Here, we take a very simplistic approach of applying the same treatment to all non-numeric columns.
-    """
-    for column in df.select_dtypes(include=["object"]):
-        le = LabelEncoder()
-        df[column] = le.fit_transform(df[column].astype(str))
-    return df
diff --git a/src/dsba/preprocessing2.py b/src/dsba/preprocessing2.py
deleted file mode 100644
index 033b305b..00000000
--- a/src/dsba/preprocessing2.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from src.dsba.data_ingestion.data_ingestion import load_csv
-
-data = load_csv('data/BankChurners.csv')
-print(data.head())
diff --git a/static/dashboard.gif b/static/dashboard.gif
new file mode 100644
index 00000000..d2016426
Binary files /dev/null and b/static/dashboard.gif differ
diff --git a/static/model_comparison.png b/static/model_comparison.png
new file mode 100644
index 00000000..c4bd7ae3
Binary files /dev/null and b/static/model_comparison.png differ
diff --git a/templates/dashboard.html b/templates/dashboard.html
new file mode 100644
index 00000000..8e7391a6
--- /dev/null
+++ b/templates/dashboard.html
@@ -0,0 +1,222 @@
+<!DOCTYPE html>
+<html lang="en">
+
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>ML Model Evaluation Dashboard</title>
+  <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet">
+  <style>
+    body {
+      font-family: 'Inter', sans-serif;
+      background-color: #f4f6f8;
+      margin: 0;
+      padding: 2rem;
+      color: #333;
+    }
+
+    h1,
+    h2 {
+      color: #1a202c;
+    }
+
+    .dashboard {
+      max-width: 1200px;
+      margin: auto;
+    }
+
+    .section {
+      background: white;
+      border-radius: 12px;
+      padding: 2rem;
+      margin-bottom: 2rem;
+      box-shadow: 0 2px 10px rgba(0, 0, 0, 0.05);
+    }
+
+    table {
+      width: 100%;
+      border-collapse: collapse;
+      margin-top: 1rem;
+    }
+
+    th,
+    td {
+      text-align: left;
+      padding: 0.75rem;
+      border-bottom: 1px solid #e2e8f0;
+    }
+
+    th {
+      background-color: #edf2f7;
+      font-weight: 600;
+    }
+
+    img {
+      max-width: 100%;
+      height: auto;
+      border-radius: 8px;
+      margin-top: 1rem;
+    }
+
+    .section-title {
+      font-size: 1.5rem;
+      font-weight: 600;
+      margin-bottom: 1rem;
+    }
+
+    .data-table {
+      width: 100%;
+      border-collapse: collapse;
+      margin: 20px 0;
+      font-family: Arial, sans-serif;
+    }
+
+    .data-table th,
+    .data-table td {
+      border: 1px solid #ddd;
+      padding: 8px 12px;
+      text-align: left;
+    }
+
+    .data-table th {
+      background-color: #f2f2f2;
+      font-weight: bold;
+    }
+
+    .data-table tr:nth-child(even) {
+      background-color: #f9f9f9;
+    }
+
+    .data-table tr:hover {
+      background-color: #f1f1f1;
+    }
+
+
+    .table-responsive {
+      overflow-x: auto;
+      max-width: 100%;
+      display: block;
+    }
+
+    .table-responsive table {
+      width: 100%;
+      margin-bottom: 0;
+    }
+  </style>
+</head>
+
+<body>
+  <div class="dashboard">
+    <h1>ML Model Evaluation Dashboard</h1>
+
+    <div class="section">
+      <div class="section-title">Data Preview</div>
+      
+      {# <div id="data_preview"> #}
+        {# <ul>
+            {% for row in data_info["Show the first 5 records of the dataset"] %}
+            <li>{{ row }}</li>
+            {% endfor %}
+          </ul> #}
+        {# <table class="data-table">
+            <thead>
+              <tr>
+                {% for key in data_info["Show the first 5 records of the dataset"][0].keys() %}
+                <th>{{ key }}</th>
+                {% endfor %}
+              </tr>
+            </thead>
+            <tbody>
+              {% for row in data_info["Show the first 5 records of the dataset"] %}
+              <tr>
+                {% for value in row.values() %}
+                <td>{{ value }}</td>
+                {% endfor %}
+              </tr>
+              {% endfor %}
+            </tbody>
+          </table>
+        </div> #}
+
+      <div class="table-responsive">
+        {{ data_info | safe }}
+      </div>
+    </div>
+
+    <!-- <div class="section">
+      <div class="section-title"> Model Information</div>
+      <table id="model_info">
+        <ul>
+          {% for name, model in model_info["Show the model info"].items() %}
+          <li>{{ name }}: {{ model }}</li>
+          {% endfor %}
+        </ul>
+      </table>
+    </div>
+
+    <div class="section">
+      <div class="section-title">Metrics Summary</div>
+      <table id="metrics_summary">
+        {% for model, metrics in metrics_summary.items() %}
+        <h3>{{ model }}</h3>
+        <tr>
+          <th>Dataset</th>
+          <th>Accuracy</th>
+          <th>Precision</th>
+          <th>Recall</th>
+          <th>F1 Score</th>
+        </tr>
+        {% for dataset_type, metric in metrics.items() %}
+        <tr>
+          <td>{{ dataset_type }}</td>
+          <td>{{ metric.accuracy }}</td>
+          <td>{{ metric.precision }}</td>
+          <td>{{ metric.recall }}</td>
+          <td>{{ metric.f1_score }}</td>
+        </tr>
+        {% endfor %}
+        {% endfor %}
+      </table>
+    </div> -->
+    <div class="section">
+      <div class="section-title">Model Results</div>
+
+      {% for name, model in model_info["Show the model info"].items() %}
+      <div class="model-block">
+        <h2>{{ name }}</h2>
+        <p><strong>Model Info:</strong> {{ model }}</p>
+
+        <table class="metrics-table">
+          <thead>
+            <tr>
+              <th>Dataset</th>
+              <th>Accuracy</th>
+              <th>Precision</th>
+              <th>Recall</th>
+              <th>F1 Score</th>
+            </tr>
+          </thead>
+          <tbody>
+            {% for dataset_type, metric in metrics_summary[name].items() %}
+            <tr>
+              <td>{{ dataset_type }}</td>
+              <td>{{ metric.accuracy }}</td>
+              <td>{{ metric.precision }}</td>
+              <td>{{ metric.recall }}</td>
+              <td>{{ metric.f1_score }}</td>
+            </tr>
+            {% endfor %}
+          </tbody>
+        </table>
+      </div>
+      <hr />
+      {% endfor %}
+    </div>
+
+    <h2>📈 Model Comparison Plot</h2>
+    <img src="{{ plot_image_path }}" alt="Model Comparison" width="600" />
+
+  </div>
+</body>
+
+</html>
\ No newline at end of file
diff --git a/tree_structure.txt b/tree_structure.txt
new file mode 100644
index 00000000..9d6c8a04
--- /dev/null
+++ b/tree_structure.txt
@@ -0,0 +1,1962 @@
+Structure du dossier pour le volume Windows
+Le numéro de série du volume est 30D2-7B30
+C:.
+¦   .gitignore
+¦   arborescence.txt
+¦   data_utils
+¦   poetry.lock
+¦   pyproject.toml
+¦   README.md
+¦   requirements.txt
+¦   
++---.pytest_cache
+¦   ¦   .gitignore
+¦   ¦   CACHEDIR.TAG
+¦   ¦   README.md
+¦   ¦   
+¦   +---v
+¦       +---cache
+¦               lastfailed
+¦               nodeids
+¦               stepwise
+¦               
++---data
+¦       BankChurners.csv
+¦       X_test.csv
+¦       y_test.csv
+¦       
++---models
+¦       lgbm_model.pkl
+¦       rf_model.pkl
+¦       svm_model.pkl
+¦       xgb_model.pkl
+¦       
++---src
+¦   +---api
+¦   ¦   ¦   api.py
+¦   ¦   ¦   Dockerfile.api
+¦   ¦   ¦   
+¦   ¦   +---__pycache__
+¦   ¦           api.cpython-312.pyc
+¦   ¦           
+¦   +---cli
+¦   ¦       dsba_cli
+¦   ¦       
+¦   +---dsba
+¦   ¦   ¦   model_creation.py
+¦   ¦   ¦   model_evaluation.py
+¦   ¦   ¦   model_prediction.py
+¦   ¦   ¦   model_registry.py
+¦   ¦   ¦   model_training.py
+¦   ¦   ¦   preprocessing.py
+¦   ¦   ¦   preprocessing2.py
+¦   ¦   ¦   preprocessing_a.py
+¦   ¦   ¦   __init__.py
+¦   ¦   ¦   
+¦   ¦   +---data_ingestion
+¦   ¦   ¦       databases.py
+¦   ¦   ¦       data_ingestion.py
+¦   ¦   ¦       files.py
+¦   ¦   ¦       __init__.py
+¦   ¦   ¦       
+¦   ¦   +---__pycache__
+¦   ¦           model_evaluation.cpython-312.pyc
+¦   ¦           model_prediction.cpython-312.pyc
+¦   ¦           model_registry.cpython-312.pyc
+¦   ¦           preprocessing.cpython-312.pyc
+¦   ¦           __init__.cpython-312.pyc
+¦   ¦           
+¦   +---notebooks
+¦           Bank_MLOps.ipynb
+¦           model_training_example.ipynb
+¦           
++---tests
+¦   ¦   __init__.py
+¦   ¦   
+¦   +---__pycache__
+¦           test_1.cpython-312-pytest-8.3.5.pyc
+¦           __init__.cpython-312.pyc
+¦           
++---venv
+    ¦   pyvenv.cfg
+    ¦   
+    +---Include
+    +---Lib
+    ¦   +---site-packages
+    ¦       +---annotated_types
+    ¦       ¦   +---__pycache__
+    ¦       ¦           test_cases.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---anyio
+    ¦       ¦   +---abc
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           _eventloop.cpython-312.pyc
+    ¦       ¦   ¦           _resources.cpython-312.pyc
+    ¦       ¦   ¦           _sockets.cpython-312.pyc
+    ¦       ¦   ¦           _streams.cpython-312.pyc
+    ¦       ¦   ¦           _subprocesses.cpython-312.pyc
+    ¦       ¦   ¦           _tasks.cpython-312.pyc
+    ¦       ¦   ¦           _testing.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---streams
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           buffered.cpython-312.pyc
+    ¦       ¦   ¦           file.cpython-312.pyc
+    ¦       ¦   ¦           memory.cpython-312.pyc
+    ¦       ¦   ¦           stapled.cpython-312.pyc
+    ¦       ¦   ¦           text.cpython-312.pyc
+    ¦       ¦   ¦           tls.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---_backends
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           _asyncio.cpython-312.pyc
+    ¦       ¦   ¦           _trio.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---_core
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           _asyncio_selector_thread.cpython-312.pyc
+    ¦       ¦   ¦           _eventloop.cpython-312.pyc
+    ¦       ¦   ¦           _exceptions.cpython-312.pyc
+    ¦       ¦   ¦           _fileio.cpython-312.pyc
+    ¦       ¦   ¦           _resources.cpython-312.pyc
+    ¦       ¦   ¦           _signals.cpython-312.pyc
+    ¦       ¦   ¦           _sockets.cpython-312.pyc
+    ¦       ¦   ¦           _streams.cpython-312.pyc
+    ¦       ¦   ¦           _subprocesses.cpython-312.pyc
+    ¦       ¦   ¦           _synchronization.cpython-312.pyc
+    ¦       ¦   ¦           _tasks.cpython-312.pyc
+    ¦       ¦   ¦           _tempfile.cpython-312.pyc
+    ¦       ¦   ¦           _testing.cpython-312.pyc
+    ¦       ¦   ¦           _typedattr.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           from_thread.cpython-312.pyc
+    ¦       ¦           lowlevel.cpython-312.pyc
+    ¦       ¦           pytest_plugin.cpython-312.pyc
+    ¦       ¦           to_interpreter.cpython-312.pyc
+    ¦       ¦           to_process.cpython-312.pyc
+    ¦       ¦           to_thread.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---api
+    ¦       ¦   +---__pycache__
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---certifi
+    ¦       ¦   +---__pycache__
+    ¦       ¦           core.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---charset_normalizer
+    ¦       ¦   +---cli
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           api.cpython-312.pyc
+    ¦       ¦           cd.cpython-312.pyc
+    ¦       ¦           constant.cpython-312.pyc
+    ¦       ¦           legacy.cpython-312.pyc
+    ¦       ¦           md.cpython-312.pyc
+    ¦       ¦           models.cpython-312.pyc
+    ¦       ¦           utils.cpython-312.pyc
+    ¦       ¦           version.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---click
+    ¦       ¦   +---__pycache__
+    ¦       ¦           core.cpython-312.pyc
+    ¦       ¦           decorators.cpython-312.pyc
+    ¦       ¦           exceptions.cpython-312.pyc
+    ¦       ¦           formatting.cpython-312.pyc
+    ¦       ¦           globals.cpython-312.pyc
+    ¦       ¦           parser.cpython-312.pyc
+    ¦       ¦           shell_completion.cpython-312.pyc
+    ¦       ¦           termui.cpython-312.pyc
+    ¦       ¦           testing.cpython-312.pyc
+    ¦       ¦           types.cpython-312.pyc
+    ¦       ¦           utils.cpython-312.pyc
+    ¦       ¦           _compat.cpython-312.pyc
+    ¦       ¦           _termui_impl.cpython-312.pyc
+    ¦       ¦           _textwrap.cpython-312.pyc
+    ¦       ¦           _winconsole.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---colorama
+    ¦       ¦   +---tests
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           ansitowin32_test.cpython-312.pyc
+    ¦       ¦   ¦           ansi_test.cpython-312.pyc
+    ¦       ¦   ¦           initialise_test.cpython-312.pyc
+    ¦       ¦   ¦           isatty_test.cpython-312.pyc
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           winterm_test.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           ansi.cpython-312.pyc
+    ¦       ¦           ansitowin32.cpython-312.pyc
+    ¦       ¦           initialise.cpython-312.pyc
+    ¦       ¦           win32.cpython-312.pyc
+    ¦       ¦           winterm.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---fastapi
+    ¦       ¦   +---dependencies
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           models.cpython-312.pyc
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---middleware
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           cors.cpython-312.pyc
+    ¦       ¦   ¦           gzip.cpython-312.pyc
+    ¦       ¦   ¦           httpsredirect.cpython-312.pyc
+    ¦       ¦   ¦           trustedhost.cpython-312.pyc
+    ¦       ¦   ¦           wsgi.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---openapi
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           constants.cpython-312.pyc
+    ¦       ¦   ¦           docs.cpython-312.pyc
+    ¦       ¦   ¦           models.cpython-312.pyc
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---security
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           api_key.cpython-312.pyc
+    ¦       ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦           http.cpython-312.pyc
+    ¦       ¦   ¦           oauth2.cpython-312.pyc
+    ¦       ¦   ¦           open_id_connect_url.cpython-312.pyc
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           applications.cpython-312.pyc
+    ¦       ¦           background.cpython-312.pyc
+    ¦       ¦           cli.cpython-312.pyc
+    ¦       ¦           concurrency.cpython-312.pyc
+    ¦       ¦           datastructures.cpython-312.pyc
+    ¦       ¦           encoders.cpython-312.pyc
+    ¦       ¦           exceptions.cpython-312.pyc
+    ¦       ¦           exception_handlers.cpython-312.pyc
+    ¦       ¦           logger.cpython-312.pyc
+    ¦       ¦           params.cpython-312.pyc
+    ¦       ¦           param_functions.cpython-312.pyc
+    ¦       ¦           requests.cpython-312.pyc
+    ¦       ¦           responses.cpython-312.pyc
+    ¦       ¦           routing.cpython-312.pyc
+    ¦       ¦           staticfiles.cpython-312.pyc
+    ¦       ¦           templating.cpython-312.pyc
+    ¦       ¦           testclient.cpython-312.pyc
+    ¦       ¦           types.cpython-312.pyc
+    ¦       ¦           utils.cpython-312.pyc
+    ¦       ¦           websockets.cpython-312.pyc
+    ¦       ¦           _compat.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---h11
+    ¦       ¦   +---tests
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           helpers.cpython-312.pyc
+    ¦       ¦   ¦           test_against_stdlib_http.cpython-312.pyc
+    ¦       ¦   ¦           test_connection.cpython-312.pyc
+    ¦       ¦   ¦           test_events.cpython-312.pyc
+    ¦       ¦   ¦           test_headers.cpython-312.pyc
+    ¦       ¦   ¦           test_helpers.cpython-312.pyc
+    ¦       ¦   ¦           test_io.cpython-312.pyc
+    ¦       ¦   ¦           test_receivebuffer.cpython-312.pyc
+    ¦       ¦   ¦           test_state.cpython-312.pyc
+    ¦       ¦   ¦           test_util.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           _abnf.cpython-312.pyc
+    ¦       ¦           _connection.cpython-312.pyc
+    ¦       ¦           _events.cpython-312.pyc
+    ¦       ¦           _headers.cpython-312.pyc
+    ¦       ¦           _readers.cpython-312.pyc
+    ¦       ¦           _receivebuffer.cpython-312.pyc
+    ¦       ¦           _state.cpython-312.pyc
+    ¦       ¦           _util.cpython-312.pyc
+    ¦       ¦           _version.cpython-312.pyc
+    ¦       ¦           _writers.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---idna
+    ¦       ¦   +---__pycache__
+    ¦       ¦           codec.cpython-312.pyc
+    ¦       ¦           compat.cpython-312.pyc
+    ¦       ¦           core.cpython-312.pyc
+    ¦       ¦           idnadata.cpython-312.pyc
+    ¦       ¦           intranges.cpython-312.pyc
+    ¦       ¦           package_data.cpython-312.pyc
+    ¦       ¦           uts46data.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---nose
+    ¦       ¦   +---ext
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           dtcompat.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---plugins
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           allmodules.cpython-312.pyc
+    ¦       ¦   ¦           attrib.cpython-312.pyc
+    ¦       ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦           builtin.cpython-312.pyc
+    ¦       ¦   ¦           capture.cpython-312.pyc
+    ¦       ¦   ¦           collect.cpython-312.pyc
+    ¦       ¦   ¦           cover.cpython-312.pyc
+    ¦       ¦   ¦           debug.cpython-312.pyc
+    ¦       ¦   ¦           deprecated.cpython-312.pyc
+    ¦       ¦   ¦           doctests.cpython-312.pyc
+    ¦       ¦   ¦           errorclass.cpython-312.pyc
+    ¦       ¦   ¦           failuredetail.cpython-312.pyc
+    ¦       ¦   ¦           isolate.cpython-312.pyc
+    ¦       ¦   ¦           logcapture.cpython-312.pyc
+    ¦       ¦   ¦           manager.cpython-312.pyc
+    ¦       ¦   ¦           multiprocess.cpython-312.pyc
+    ¦       ¦   ¦           plugintest.cpython-312.pyc
+    ¦       ¦   ¦           prof.cpython-312.pyc
+    ¦       ¦   ¦           skip.cpython-312.pyc
+    ¦       ¦   ¦           testid.cpython-312.pyc
+    ¦       ¦   ¦           xunit.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---sphinx
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           pluginopts.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---tools
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           nontrivial.cpython-312.pyc
+    ¦       ¦   ¦           trivial.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           case.cpython-312.pyc
+    ¦       ¦           commands.cpython-312.pyc
+    ¦       ¦           config.cpython-312.pyc
+    ¦       ¦           core.cpython-312.pyc
+    ¦       ¦           exc.cpython-312.pyc
+    ¦       ¦           failure.cpython-312.pyc
+    ¦       ¦           importer.cpython-312.pyc
+    ¦       ¦           inspector.cpython-312.pyc
+    ¦       ¦           loader.cpython-312.pyc
+    ¦       ¦           proxy.cpython-312.pyc
+    ¦       ¦           pyversion.cpython-312.pyc
+    ¦       ¦           result.cpython-312.pyc
+    ¦       ¦           selector.cpython-312.pyc
+    ¦       ¦           suite.cpython-312.pyc
+    ¦       ¦           twistedtools.cpython-312.pyc
+    ¦       ¦           util.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---pip
+    ¦       ¦   ¦   py.typed
+    ¦       ¦   ¦   __init__.py
+    ¦       ¦   ¦   __main__.py
+    ¦       ¦   ¦   __pip-runner__.py
+    ¦       ¦   ¦   
+    ¦       ¦   +---_internal
+    ¦       ¦   ¦   ¦   build_env.py
+    ¦       ¦   ¦   ¦   cache.py
+    ¦       ¦   ¦   ¦   configuration.py
+    ¦       ¦   ¦   ¦   exceptions.py
+    ¦       ¦   ¦   ¦   main.py
+    ¦       ¦   ¦   ¦   pyproject.py
+    ¦       ¦   ¦   ¦   self_outdated_check.py
+    ¦       ¦   ¦   ¦   wheel_builder.py
+    ¦       ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   
+    ¦       ¦   ¦   +---cli
+    ¦       ¦   ¦   ¦   ¦   autocompletion.py
+    ¦       ¦   ¦   ¦   ¦   base_command.py
+    ¦       ¦   ¦   ¦   ¦   cmdoptions.py
+    ¦       ¦   ¦   ¦   ¦   command_context.py
+    ¦       ¦   ¦   ¦   ¦   main.py
+    ¦       ¦   ¦   ¦   ¦   main_parser.py
+    ¦       ¦   ¦   ¦   ¦   parser.py
+    ¦       ¦   ¦   ¦   ¦   progress_bars.py
+    ¦       ¦   ¦   ¦   ¦   req_command.py
+    ¦       ¦   ¦   ¦   ¦   spinners.py
+    ¦       ¦   ¦   ¦   ¦   status_codes.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           autocompletion.cpython-312.pyc
+    ¦       ¦   ¦   ¦           base_command.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cmdoptions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           command_context.cpython-312.pyc
+    ¦       ¦   ¦   ¦           main.cpython-312.pyc
+    ¦       ¦   ¦   ¦           main_parser.cpython-312.pyc
+    ¦       ¦   ¦   ¦           parser.cpython-312.pyc
+    ¦       ¦   ¦   ¦           progress_bars.cpython-312.pyc
+    ¦       ¦   ¦   ¦           req_command.cpython-312.pyc
+    ¦       ¦   ¦   ¦           spinners.cpython-312.pyc
+    ¦       ¦   ¦   ¦           status_codes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---commands
+    ¦       ¦   ¦   ¦   ¦   cache.py
+    ¦       ¦   ¦   ¦   ¦   check.py
+    ¦       ¦   ¦   ¦   ¦   completion.py
+    ¦       ¦   ¦   ¦   ¦   configuration.py
+    ¦       ¦   ¦   ¦   ¦   debug.py
+    ¦       ¦   ¦   ¦   ¦   download.py
+    ¦       ¦   ¦   ¦   ¦   freeze.py
+    ¦       ¦   ¦   ¦   ¦   hash.py
+    ¦       ¦   ¦   ¦   ¦   help.py
+    ¦       ¦   ¦   ¦   ¦   index.py
+    ¦       ¦   ¦   ¦   ¦   inspect.py
+    ¦       ¦   ¦   ¦   ¦   install.py
+    ¦       ¦   ¦   ¦   ¦   list.py
+    ¦       ¦   ¦   ¦   ¦   search.py
+    ¦       ¦   ¦   ¦   ¦   show.py
+    ¦       ¦   ¦   ¦   ¦   uninstall.py
+    ¦       ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           cache.cpython-312.pyc
+    ¦       ¦   ¦   ¦           check.cpython-312.pyc
+    ¦       ¦   ¦   ¦           completion.cpython-312.pyc
+    ¦       ¦   ¦   ¦           configuration.cpython-312.pyc
+    ¦       ¦   ¦   ¦           debug.cpython-312.pyc
+    ¦       ¦   ¦   ¦           download.cpython-312.pyc
+    ¦       ¦   ¦   ¦           freeze.cpython-312.pyc
+    ¦       ¦   ¦   ¦           hash.cpython-312.pyc
+    ¦       ¦   ¦   ¦           help.cpython-312.pyc
+    ¦       ¦   ¦   ¦           index.cpython-312.pyc
+    ¦       ¦   ¦   ¦           inspect.cpython-312.pyc
+    ¦       ¦   ¦   ¦           install.cpython-312.pyc
+    ¦       ¦   ¦   ¦           list.cpython-312.pyc
+    ¦       ¦   ¦   ¦           search.cpython-312.pyc
+    ¦       ¦   ¦   ¦           show.cpython-312.pyc
+    ¦       ¦   ¦   ¦           uninstall.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---distributions
+    ¦       ¦   ¦   ¦   ¦   base.py
+    ¦       ¦   ¦   ¦   ¦   installed.py
+    ¦       ¦   ¦   ¦   ¦   sdist.py
+    ¦       ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦   ¦           installed.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sdist.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---index
+    ¦       ¦   ¦   ¦   ¦   collector.py
+    ¦       ¦   ¦   ¦   ¦   package_finder.py
+    ¦       ¦   ¦   ¦   ¦   sources.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           collector.cpython-312.pyc
+    ¦       ¦   ¦   ¦           package_finder.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sources.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---locations
+    ¦       ¦   ¦   ¦   ¦   base.py
+    ¦       ¦   ¦   ¦   ¦   _distutils.py
+    ¦       ¦   ¦   ¦   ¦   _sysconfig.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _distutils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _sysconfig.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---metadata
+    ¦       ¦   ¦   ¦   ¦   base.py
+    ¦       ¦   ¦   ¦   ¦   pkg_resources.py
+    ¦       ¦   ¦   ¦   ¦   _json.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---importlib
+    ¦       ¦   ¦   ¦   ¦   ¦   _compat.py
+    ¦       ¦   ¦   ¦   ¦   ¦   _dists.py
+    ¦       ¦   ¦   ¦   ¦   ¦   _envs.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           _compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           _dists.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           _envs.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦   ¦           pkg_resources.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _json.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---models
+    ¦       ¦   ¦   ¦   ¦   candidate.py
+    ¦       ¦   ¦   ¦   ¦   direct_url.py
+    ¦       ¦   ¦   ¦   ¦   format_control.py
+    ¦       ¦   ¦   ¦   ¦   index.py
+    ¦       ¦   ¦   ¦   ¦   installation_report.py
+    ¦       ¦   ¦   ¦   ¦   link.py
+    ¦       ¦   ¦   ¦   ¦   scheme.py
+    ¦       ¦   ¦   ¦   ¦   search_scope.py
+    ¦       ¦   ¦   ¦   ¦   selection_prefs.py
+    ¦       ¦   ¦   ¦   ¦   target_python.py
+    ¦       ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           candidate.cpython-312.pyc
+    ¦       ¦   ¦   ¦           direct_url.cpython-312.pyc
+    ¦       ¦   ¦   ¦           format_control.cpython-312.pyc
+    ¦       ¦   ¦   ¦           index.cpython-312.pyc
+    ¦       ¦   ¦   ¦           installation_report.cpython-312.pyc
+    ¦       ¦   ¦   ¦           link.cpython-312.pyc
+    ¦       ¦   ¦   ¦           scheme.cpython-312.pyc
+    ¦       ¦   ¦   ¦           search_scope.cpython-312.pyc
+    ¦       ¦   ¦   ¦           selection_prefs.cpython-312.pyc
+    ¦       ¦   ¦   ¦           target_python.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---network
+    ¦       ¦   ¦   ¦   ¦   auth.py
+    ¦       ¦   ¦   ¦   ¦   cache.py
+    ¦       ¦   ¦   ¦   ¦   download.py
+    ¦       ¦   ¦   ¦   ¦   lazy_wheel.py
+    ¦       ¦   ¦   ¦   ¦   session.py
+    ¦       ¦   ¦   ¦   ¦   utils.py
+    ¦       ¦   ¦   ¦   ¦   xmlrpc.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           auth.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cache.cpython-312.pyc
+    ¦       ¦   ¦   ¦           download.cpython-312.pyc
+    ¦       ¦   ¦   ¦           lazy_wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           session.cpython-312.pyc
+    ¦       ¦   ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           xmlrpc.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---operations
+    ¦       ¦   ¦   ¦   ¦   check.py
+    ¦       ¦   ¦   ¦   ¦   freeze.py
+    ¦       ¦   ¦   ¦   ¦   prepare.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---build
+    ¦       ¦   ¦   ¦   ¦   ¦   build_tracker.py
+    ¦       ¦   ¦   ¦   ¦   ¦   metadata.py
+    ¦       ¦   ¦   ¦   ¦   ¦   metadata_editable.py
+    ¦       ¦   ¦   ¦   ¦   ¦   metadata_legacy.py
+    ¦       ¦   ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   ¦   wheel_editable.py
+    ¦       ¦   ¦   ¦   ¦   ¦   wheel_legacy.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           build_tracker.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           metadata.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           metadata_editable.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           metadata_legacy.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           wheel_editable.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           wheel_legacy.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---install
+    ¦       ¦   ¦   ¦   ¦   ¦   editable_legacy.py
+    ¦       ¦   ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           editable_legacy.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           check.cpython-312.pyc
+    ¦       ¦   ¦   ¦           freeze.cpython-312.pyc
+    ¦       ¦   ¦   ¦           prepare.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---req
+    ¦       ¦   ¦   ¦   ¦   constructors.py
+    ¦       ¦   ¦   ¦   ¦   req_file.py
+    ¦       ¦   ¦   ¦   ¦   req_install.py
+    ¦       ¦   ¦   ¦   ¦   req_set.py
+    ¦       ¦   ¦   ¦   ¦   req_uninstall.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           constructors.cpython-312.pyc
+    ¦       ¦   ¦   ¦           req_file.cpython-312.pyc
+    ¦       ¦   ¦   ¦           req_install.cpython-312.pyc
+    ¦       ¦   ¦   ¦           req_set.cpython-312.pyc
+    ¦       ¦   ¦   ¦           req_uninstall.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---resolution
+    ¦       ¦   ¦   ¦   ¦   base.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---legacy
+    ¦       ¦   ¦   ¦   ¦   ¦   resolver.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           resolver.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---resolvelib
+    ¦       ¦   ¦   ¦   ¦   ¦   base.py
+    ¦       ¦   ¦   ¦   ¦   ¦   candidates.py
+    ¦       ¦   ¦   ¦   ¦   ¦   factory.py
+    ¦       ¦   ¦   ¦   ¦   ¦   found_candidates.py
+    ¦       ¦   ¦   ¦   ¦   ¦   provider.py
+    ¦       ¦   ¦   ¦   ¦   ¦   reporter.py
+    ¦       ¦   ¦   ¦   ¦   ¦   requirements.py
+    ¦       ¦   ¦   ¦   ¦   ¦   resolver.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           candidates.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           factory.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           found_candidates.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           provider.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           reporter.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           requirements.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           resolver.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---utils
+    ¦       ¦   ¦   ¦   ¦   appdirs.py
+    ¦       ¦   ¦   ¦   ¦   compat.py
+    ¦       ¦   ¦   ¦   ¦   compatibility_tags.py
+    ¦       ¦   ¦   ¦   ¦   datetime.py
+    ¦       ¦   ¦   ¦   ¦   deprecation.py
+    ¦       ¦   ¦   ¦   ¦   direct_url_helpers.py
+    ¦       ¦   ¦   ¦   ¦   egg_link.py
+    ¦       ¦   ¦   ¦   ¦   encoding.py
+    ¦       ¦   ¦   ¦   ¦   entrypoints.py
+    ¦       ¦   ¦   ¦   ¦   filesystem.py
+    ¦       ¦   ¦   ¦   ¦   filetypes.py
+    ¦       ¦   ¦   ¦   ¦   glibc.py
+    ¦       ¦   ¦   ¦   ¦   hashes.py
+    ¦       ¦   ¦   ¦   ¦   logging.py
+    ¦       ¦   ¦   ¦   ¦   misc.py
+    ¦       ¦   ¦   ¦   ¦   models.py
+    ¦       ¦   ¦   ¦   ¦   packaging.py
+    ¦       ¦   ¦   ¦   ¦   setuptools_build.py
+    ¦       ¦   ¦   ¦   ¦   subprocess.py
+    ¦       ¦   ¦   ¦   ¦   temp_dir.py
+    ¦       ¦   ¦   ¦   ¦   unpacking.py
+    ¦       ¦   ¦   ¦   ¦   urls.py
+    ¦       ¦   ¦   ¦   ¦   virtualenv.py
+    ¦       ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   _jaraco_text.py
+    ¦       ¦   ¦   ¦   ¦   _log.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           appdirs.cpython-312.pyc
+    ¦       ¦   ¦   ¦           compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦           compatibility_tags.cpython-312.pyc
+    ¦       ¦   ¦   ¦           datetime.cpython-312.pyc
+    ¦       ¦   ¦   ¦           deprecation.cpython-312.pyc
+    ¦       ¦   ¦   ¦           direct_url_helpers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           egg_link.cpython-312.pyc
+    ¦       ¦   ¦   ¦           encoding.cpython-312.pyc
+    ¦       ¦   ¦   ¦           entrypoints.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filesystem.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filetypes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           glibc.cpython-312.pyc
+    ¦       ¦   ¦   ¦           hashes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           logging.cpython-312.pyc
+    ¦       ¦   ¦   ¦           misc.cpython-312.pyc
+    ¦       ¦   ¦   ¦           models.cpython-312.pyc
+    ¦       ¦   ¦   ¦           packaging.cpython-312.pyc
+    ¦       ¦   ¦   ¦           setuptools_build.cpython-312.pyc
+    ¦       ¦   ¦   ¦           subprocess.cpython-312.pyc
+    ¦       ¦   ¦   ¦           temp_dir.cpython-312.pyc
+    ¦       ¦   ¦   ¦           unpacking.cpython-312.pyc
+    ¦       ¦   ¦   ¦           urls.cpython-312.pyc
+    ¦       ¦   ¦   ¦           virtualenv.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _jaraco_text.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _log.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---vcs
+    ¦       ¦   ¦   ¦   ¦   bazaar.py
+    ¦       ¦   ¦   ¦   ¦   git.py
+    ¦       ¦   ¦   ¦   ¦   mercurial.py
+    ¦       ¦   ¦   ¦   ¦   subversion.py
+    ¦       ¦   ¦   ¦   ¦   versioncontrol.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           bazaar.cpython-312.pyc
+    ¦       ¦   ¦   ¦           git.cpython-312.pyc
+    ¦       ¦   ¦   ¦           mercurial.cpython-312.pyc
+    ¦       ¦   ¦   ¦           subversion.cpython-312.pyc
+    ¦       ¦   ¦   ¦           versioncontrol.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           build_env.cpython-312.pyc
+    ¦       ¦   ¦           cache.cpython-312.pyc
+    ¦       ¦   ¦           configuration.cpython-312.pyc
+    ¦       ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦           main.cpython-312.pyc
+    ¦       ¦   ¦           pyproject.cpython-312.pyc
+    ¦       ¦   ¦           self_outdated_check.cpython-312.pyc
+    ¦       ¦   ¦           wheel_builder.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---_vendor
+    ¦       ¦   ¦   ¦   six.py
+    ¦       ¦   ¦   ¦   typing_extensions.py
+    ¦       ¦   ¦   ¦   vendor.txt
+    ¦       ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   
+    ¦       ¦   ¦   +---cachecontrol
+    ¦       ¦   ¦   ¦   ¦   adapter.py
+    ¦       ¦   ¦   ¦   ¦   cache.py
+    ¦       ¦   ¦   ¦   ¦   controller.py
+    ¦       ¦   ¦   ¦   ¦   filewrapper.py
+    ¦       ¦   ¦   ¦   ¦   heuristics.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   serialize.py
+    ¦       ¦   ¦   ¦   ¦   wrapper.py
+    ¦       ¦   ¦   ¦   ¦   _cmd.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---caches
+    ¦       ¦   ¦   ¦   ¦   ¦   file_cache.py
+    ¦       ¦   ¦   ¦   ¦   ¦   redis_cache.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           file_cache.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           redis_cache.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           adapter.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cache.cpython-312.pyc
+    ¦       ¦   ¦   ¦           controller.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filewrapper.cpython-312.pyc
+    ¦       ¦   ¦   ¦           heuristics.cpython-312.pyc
+    ¦       ¦   ¦   ¦           serialize.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wrapper.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _cmd.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---certifi
+    ¦       ¦   ¦   ¦   ¦   cacert.pem
+    ¦       ¦   ¦   ¦   ¦   core.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __main__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           core.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---chardet
+    ¦       ¦   ¦   ¦   ¦   big5freq.py
+    ¦       ¦   ¦   ¦   ¦   big5prober.py
+    ¦       ¦   ¦   ¦   ¦   chardistribution.py
+    ¦       ¦   ¦   ¦   ¦   charsetgroupprober.py
+    ¦       ¦   ¦   ¦   ¦   charsetprober.py
+    ¦       ¦   ¦   ¦   ¦   codingstatemachine.py
+    ¦       ¦   ¦   ¦   ¦   codingstatemachinedict.py
+    ¦       ¦   ¦   ¦   ¦   cp949prober.py
+    ¦       ¦   ¦   ¦   ¦   enums.py
+    ¦       ¦   ¦   ¦   ¦   escprober.py
+    ¦       ¦   ¦   ¦   ¦   escsm.py
+    ¦       ¦   ¦   ¦   ¦   eucjpprober.py
+    ¦       ¦   ¦   ¦   ¦   euckrfreq.py
+    ¦       ¦   ¦   ¦   ¦   euckrprober.py
+    ¦       ¦   ¦   ¦   ¦   euctwfreq.py
+    ¦       ¦   ¦   ¦   ¦   euctwprober.py
+    ¦       ¦   ¦   ¦   ¦   gb2312freq.py
+    ¦       ¦   ¦   ¦   ¦   gb2312prober.py
+    ¦       ¦   ¦   ¦   ¦   hebrewprober.py
+    ¦       ¦   ¦   ¦   ¦   jisfreq.py
+    ¦       ¦   ¦   ¦   ¦   johabfreq.py
+    ¦       ¦   ¦   ¦   ¦   johabprober.py
+    ¦       ¦   ¦   ¦   ¦   jpcntx.py
+    ¦       ¦   ¦   ¦   ¦   langbulgarianmodel.py
+    ¦       ¦   ¦   ¦   ¦   langgreekmodel.py
+    ¦       ¦   ¦   ¦   ¦   langhebrewmodel.py
+    ¦       ¦   ¦   ¦   ¦   langhungarianmodel.py
+    ¦       ¦   ¦   ¦   ¦   langrussianmodel.py
+    ¦       ¦   ¦   ¦   ¦   langthaimodel.py
+    ¦       ¦   ¦   ¦   ¦   langturkishmodel.py
+    ¦       ¦   ¦   ¦   ¦   latin1prober.py
+    ¦       ¦   ¦   ¦   ¦   macromanprober.py
+    ¦       ¦   ¦   ¦   ¦   mbcharsetprober.py
+    ¦       ¦   ¦   ¦   ¦   mbcsgroupprober.py
+    ¦       ¦   ¦   ¦   ¦   mbcssm.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   resultdict.py
+    ¦       ¦   ¦   ¦   ¦   sbcharsetprober.py
+    ¦       ¦   ¦   ¦   ¦   sbcsgroupprober.py
+    ¦       ¦   ¦   ¦   ¦   sjisprober.py
+    ¦       ¦   ¦   ¦   ¦   universaldetector.py
+    ¦       ¦   ¦   ¦   ¦   utf1632prober.py
+    ¦       ¦   ¦   ¦   ¦   utf8prober.py
+    ¦       ¦   ¦   ¦   ¦   version.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---cli
+    ¦       ¦   ¦   ¦   ¦   ¦   chardetect.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           chardetect.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---metadata
+    ¦       ¦   ¦   ¦   ¦   ¦   languages.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           languages.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           big5freq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           big5prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           chardistribution.cpython-312.pyc
+    ¦       ¦   ¦   ¦           charsetgroupprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           charsetprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           codingstatemachine.cpython-312.pyc
+    ¦       ¦   ¦   ¦           codingstatemachinedict.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cp949prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           enums.cpython-312.pyc
+    ¦       ¦   ¦   ¦           escprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           escsm.cpython-312.pyc
+    ¦       ¦   ¦   ¦           eucjpprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           euckrfreq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           euckrprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           euctwfreq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           euctwprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           gb2312freq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           gb2312prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           hebrewprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           jisfreq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           johabfreq.cpython-312.pyc
+    ¦       ¦   ¦   ¦           johabprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           jpcntx.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langbulgarianmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langgreekmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langhebrewmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langhungarianmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langrussianmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langthaimodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           langturkishmodel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           latin1prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           macromanprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           mbcharsetprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           mbcsgroupprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           mbcssm.cpython-312.pyc
+    ¦       ¦   ¦   ¦           resultdict.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sbcharsetprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sbcsgroupprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sjisprober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           universaldetector.cpython-312.pyc
+    ¦       ¦   ¦   ¦           utf1632prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           utf8prober.cpython-312.pyc
+    ¦       ¦   ¦   ¦           version.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---colorama
+    ¦       ¦   ¦   ¦   ¦   ansi.py
+    ¦       ¦   ¦   ¦   ¦   ansitowin32.py
+    ¦       ¦   ¦   ¦   ¦   initialise.py
+    ¦       ¦   ¦   ¦   ¦   win32.py
+    ¦       ¦   ¦   ¦   ¦   winterm.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---tests
+    ¦       ¦   ¦   ¦   ¦   ¦   ansitowin32_test.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ansi_test.py
+    ¦       ¦   ¦   ¦   ¦   ¦   initialise_test.py
+    ¦       ¦   ¦   ¦   ¦   ¦   isatty_test.py
+    ¦       ¦   ¦   ¦   ¦   ¦   utils.py
+    ¦       ¦   ¦   ¦   ¦   ¦   winterm_test.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           ansitowin32_test.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           ansi_test.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           initialise_test.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           isatty_test.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           winterm_test.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           ansi.cpython-312.pyc
+    ¦       ¦   ¦   ¦           ansitowin32.cpython-312.pyc
+    ¦       ¦   ¦   ¦           initialise.cpython-312.pyc
+    ¦       ¦   ¦   ¦           win32.cpython-312.pyc
+    ¦       ¦   ¦   ¦           winterm.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---distlib
+    ¦       ¦   ¦   ¦   ¦   compat.py
+    ¦       ¦   ¦   ¦   ¦   database.py
+    ¦       ¦   ¦   ¦   ¦   index.py
+    ¦       ¦   ¦   ¦   ¦   locators.py
+    ¦       ¦   ¦   ¦   ¦   manifest.py
+    ¦       ¦   ¦   ¦   ¦   markers.py
+    ¦       ¦   ¦   ¦   ¦   metadata.py
+    ¦       ¦   ¦   ¦   ¦   resources.py
+    ¦       ¦   ¦   ¦   ¦   scripts.py
+    ¦       ¦   ¦   ¦   ¦   t32.exe
+    ¦       ¦   ¦   ¦   ¦   t64-arm.exe
+    ¦       ¦   ¦   ¦   ¦   t64.exe
+    ¦       ¦   ¦   ¦   ¦   util.py
+    ¦       ¦   ¦   ¦   ¦   version.py
+    ¦       ¦   ¦   ¦   ¦   w32.exe
+    ¦       ¦   ¦   ¦   ¦   w64-arm.exe
+    ¦       ¦   ¦   ¦   ¦   w64.exe
+    ¦       ¦   ¦   ¦   ¦   wheel.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦           database.cpython-312.pyc
+    ¦       ¦   ¦   ¦           index.cpython-312.pyc
+    ¦       ¦   ¦   ¦           locators.cpython-312.pyc
+    ¦       ¦   ¦   ¦           manifest.cpython-312.pyc
+    ¦       ¦   ¦   ¦           markers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           metadata.cpython-312.pyc
+    ¦       ¦   ¦   ¦           resources.cpython-312.pyc
+    ¦       ¦   ¦   ¦           scripts.cpython-312.pyc
+    ¦       ¦   ¦   ¦           util.cpython-312.pyc
+    ¦       ¦   ¦   ¦           version.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wheel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---distro
+    ¦       ¦   ¦   ¦   ¦   distro.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __main__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           distro.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---idna
+    ¦       ¦   ¦   ¦   ¦   codec.py
+    ¦       ¦   ¦   ¦   ¦   compat.py
+    ¦       ¦   ¦   ¦   ¦   core.py
+    ¦       ¦   ¦   ¦   ¦   idnadata.py
+    ¦       ¦   ¦   ¦   ¦   intranges.py
+    ¦       ¦   ¦   ¦   ¦   package_data.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   uts46data.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           codec.cpython-312.pyc
+    ¦       ¦   ¦   ¦           compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦           core.cpython-312.pyc
+    ¦       ¦   ¦   ¦           idnadata.cpython-312.pyc
+    ¦       ¦   ¦   ¦           intranges.cpython-312.pyc
+    ¦       ¦   ¦   ¦           package_data.cpython-312.pyc
+    ¦       ¦   ¦   ¦           uts46data.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---msgpack
+    ¦       ¦   ¦   ¦   ¦   exceptions.py
+    ¦       ¦   ¦   ¦   ¦   ext.py
+    ¦       ¦   ¦   ¦   ¦   fallback.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           ext.cpython-312.pyc
+    ¦       ¦   ¦   ¦           fallback.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---packaging
+    ¦       ¦   ¦   ¦   ¦   markers.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   requirements.py
+    ¦       ¦   ¦   ¦   ¦   specifiers.py
+    ¦       ¦   ¦   ¦   ¦   tags.py
+    ¦       ¦   ¦   ¦   ¦   utils.py
+    ¦       ¦   ¦   ¦   ¦   version.py
+    ¦       ¦   ¦   ¦   ¦   _manylinux.py
+    ¦       ¦   ¦   ¦   ¦   _musllinux.py
+    ¦       ¦   ¦   ¦   ¦   _structures.py
+    ¦       ¦   ¦   ¦   ¦   __about__.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           markers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           requirements.cpython-312.pyc
+    ¦       ¦   ¦   ¦           specifiers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           tags.cpython-312.pyc
+    ¦       ¦   ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           version.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _manylinux.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _musllinux.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _structures.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __about__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---pkg_resources
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---platformdirs
+    ¦       ¦   ¦   ¦   ¦   android.py
+    ¦       ¦   ¦   ¦   ¦   api.py
+    ¦       ¦   ¦   ¦   ¦   macos.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   unix.py
+    ¦       ¦   ¦   ¦   ¦   version.py
+    ¦       ¦   ¦   ¦   ¦   windows.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __main__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           android.cpython-312.pyc
+    ¦       ¦   ¦   ¦           api.cpython-312.pyc
+    ¦       ¦   ¦   ¦           macos.cpython-312.pyc
+    ¦       ¦   ¦   ¦           unix.cpython-312.pyc
+    ¦       ¦   ¦   ¦           version.cpython-312.pyc
+    ¦       ¦   ¦   ¦           windows.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---pygments
+    ¦       ¦   ¦   ¦   ¦   cmdline.py
+    ¦       ¦   ¦   ¦   ¦   console.py
+    ¦       ¦   ¦   ¦   ¦   filter.py
+    ¦       ¦   ¦   ¦   ¦   formatter.py
+    ¦       ¦   ¦   ¦   ¦   lexer.py
+    ¦       ¦   ¦   ¦   ¦   modeline.py
+    ¦       ¦   ¦   ¦   ¦   plugin.py
+    ¦       ¦   ¦   ¦   ¦   regexopt.py
+    ¦       ¦   ¦   ¦   ¦   scanner.py
+    ¦       ¦   ¦   ¦   ¦   sphinxext.py
+    ¦       ¦   ¦   ¦   ¦   style.py
+    ¦       ¦   ¦   ¦   ¦   token.py
+    ¦       ¦   ¦   ¦   ¦   unistring.py
+    ¦       ¦   ¦   ¦   ¦   util.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __main__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---filters
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---formatters
+    ¦       ¦   ¦   ¦   ¦   ¦   bbcode.py
+    ¦       ¦   ¦   ¦   ¦   ¦   groff.py
+    ¦       ¦   ¦   ¦   ¦   ¦   html.py
+    ¦       ¦   ¦   ¦   ¦   ¦   img.py
+    ¦       ¦   ¦   ¦   ¦   ¦   irc.py
+    ¦       ¦   ¦   ¦   ¦   ¦   latex.py
+    ¦       ¦   ¦   ¦   ¦   ¦   other.py
+    ¦       ¦   ¦   ¦   ¦   ¦   pangomarkup.py
+    ¦       ¦   ¦   ¦   ¦   ¦   rtf.py
+    ¦       ¦   ¦   ¦   ¦   ¦   svg.py
+    ¦       ¦   ¦   ¦   ¦   ¦   terminal.py
+    ¦       ¦   ¦   ¦   ¦   ¦   terminal256.py
+    ¦       ¦   ¦   ¦   ¦   ¦   _mapping.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           bbcode.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           groff.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           html.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           img.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           irc.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           latex.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           other.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           pangomarkup.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           rtf.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           svg.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           terminal.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           terminal256.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           _mapping.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---lexers
+    ¦       ¦   ¦   ¦   ¦   ¦   python.py
+    ¦       ¦   ¦   ¦   ¦   ¦   _mapping.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           python.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           _mapping.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---styles
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           cmdline.cpython-312.pyc
+    ¦       ¦   ¦   ¦           console.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filter.cpython-312.pyc
+    ¦       ¦   ¦   ¦           formatter.cpython-312.pyc
+    ¦       ¦   ¦   ¦           lexer.cpython-312.pyc
+    ¦       ¦   ¦   ¦           modeline.cpython-312.pyc
+    ¦       ¦   ¦   ¦           plugin.cpython-312.pyc
+    ¦       ¦   ¦   ¦           regexopt.cpython-312.pyc
+    ¦       ¦   ¦   ¦           scanner.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sphinxext.cpython-312.pyc
+    ¦       ¦   ¦   ¦           style.cpython-312.pyc
+    ¦       ¦   ¦   ¦           token.cpython-312.pyc
+    ¦       ¦   ¦   ¦           unistring.cpython-312.pyc
+    ¦       ¦   ¦   ¦           util.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---pyparsing
+    ¦       ¦   ¦   ¦   ¦   actions.py
+    ¦       ¦   ¦   ¦   ¦   common.py
+    ¦       ¦   ¦   ¦   ¦   core.py
+    ¦       ¦   ¦   ¦   ¦   exceptions.py
+    ¦       ¦   ¦   ¦   ¦   helpers.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   results.py
+    ¦       ¦   ¦   ¦   ¦   testing.py
+    ¦       ¦   ¦   ¦   ¦   unicode.py
+    ¦       ¦   ¦   ¦   ¦   util.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---diagram
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           actions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           common.cpython-312.pyc
+    ¦       ¦   ¦   ¦           core.cpython-312.pyc
+    ¦       ¦   ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           helpers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           results.cpython-312.pyc
+    ¦       ¦   ¦   ¦           testing.cpython-312.pyc
+    ¦       ¦   ¦   ¦           unicode.cpython-312.pyc
+    ¦       ¦   ¦   ¦           util.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---pyproject_hooks
+    ¦       ¦   ¦   ¦   ¦   _compat.py
+    ¦       ¦   ¦   ¦   ¦   _impl.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---_in_process
+    ¦       ¦   ¦   ¦   ¦   ¦   _in_process.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           _in_process.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           _compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _impl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---requests
+    ¦       ¦   ¦   ¦   ¦   adapters.py
+    ¦       ¦   ¦   ¦   ¦   api.py
+    ¦       ¦   ¦   ¦   ¦   auth.py
+    ¦       ¦   ¦   ¦   ¦   certs.py
+    ¦       ¦   ¦   ¦   ¦   compat.py
+    ¦       ¦   ¦   ¦   ¦   cookies.py
+    ¦       ¦   ¦   ¦   ¦   exceptions.py
+    ¦       ¦   ¦   ¦   ¦   help.py
+    ¦       ¦   ¦   ¦   ¦   hooks.py
+    ¦       ¦   ¦   ¦   ¦   models.py
+    ¦       ¦   ¦   ¦   ¦   packages.py
+    ¦       ¦   ¦   ¦   ¦   sessions.py
+    ¦       ¦   ¦   ¦   ¦   status_codes.py
+    ¦       ¦   ¦   ¦   ¦   structures.py
+    ¦       ¦   ¦   ¦   ¦   utils.py
+    ¦       ¦   ¦   ¦   ¦   _internal_utils.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __version__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           adapters.cpython-312.pyc
+    ¦       ¦   ¦   ¦           api.cpython-312.pyc
+    ¦       ¦   ¦   ¦           auth.cpython-312.pyc
+    ¦       ¦   ¦   ¦           certs.cpython-312.pyc
+    ¦       ¦   ¦   ¦           compat.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cookies.cpython-312.pyc
+    ¦       ¦   ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           help.cpython-312.pyc
+    ¦       ¦   ¦   ¦           hooks.cpython-312.pyc
+    ¦       ¦   ¦   ¦           models.cpython-312.pyc
+    ¦       ¦   ¦   ¦           packages.cpython-312.pyc
+    ¦       ¦   ¦   ¦           sessions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           status_codes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           structures.cpython-312.pyc
+    ¦       ¦   ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _internal_utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __version__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---resolvelib
+    ¦       ¦   ¦   ¦   ¦   providers.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   reporters.py
+    ¦       ¦   ¦   ¦   ¦   resolvers.py
+    ¦       ¦   ¦   ¦   ¦   structs.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---compat
+    ¦       ¦   ¦   ¦   ¦   ¦   collections_abc.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           collections_abc.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           providers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           reporters.cpython-312.pyc
+    ¦       ¦   ¦   ¦           resolvers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           structs.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---rich
+    ¦       ¦   ¦   ¦   ¦   abc.py
+    ¦       ¦   ¦   ¦   ¦   align.py
+    ¦       ¦   ¦   ¦   ¦   ansi.py
+    ¦       ¦   ¦   ¦   ¦   bar.py
+    ¦       ¦   ¦   ¦   ¦   box.py
+    ¦       ¦   ¦   ¦   ¦   cells.py
+    ¦       ¦   ¦   ¦   ¦   color.py
+    ¦       ¦   ¦   ¦   ¦   color_triplet.py
+    ¦       ¦   ¦   ¦   ¦   columns.py
+    ¦       ¦   ¦   ¦   ¦   console.py
+    ¦       ¦   ¦   ¦   ¦   constrain.py
+    ¦       ¦   ¦   ¦   ¦   containers.py
+    ¦       ¦   ¦   ¦   ¦   control.py
+    ¦       ¦   ¦   ¦   ¦   default_styles.py
+    ¦       ¦   ¦   ¦   ¦   diagnose.py
+    ¦       ¦   ¦   ¦   ¦   emoji.py
+    ¦       ¦   ¦   ¦   ¦   errors.py
+    ¦       ¦   ¦   ¦   ¦   filesize.py
+    ¦       ¦   ¦   ¦   ¦   file_proxy.py
+    ¦       ¦   ¦   ¦   ¦   highlighter.py
+    ¦       ¦   ¦   ¦   ¦   json.py
+    ¦       ¦   ¦   ¦   ¦   jupyter.py
+    ¦       ¦   ¦   ¦   ¦   layout.py
+    ¦       ¦   ¦   ¦   ¦   live.py
+    ¦       ¦   ¦   ¦   ¦   live_render.py
+    ¦       ¦   ¦   ¦   ¦   logging.py
+    ¦       ¦   ¦   ¦   ¦   markup.py
+    ¦       ¦   ¦   ¦   ¦   measure.py
+    ¦       ¦   ¦   ¦   ¦   padding.py
+    ¦       ¦   ¦   ¦   ¦   pager.py
+    ¦       ¦   ¦   ¦   ¦   palette.py
+    ¦       ¦   ¦   ¦   ¦   panel.py
+    ¦       ¦   ¦   ¦   ¦   pretty.py
+    ¦       ¦   ¦   ¦   ¦   progress.py
+    ¦       ¦   ¦   ¦   ¦   progress_bar.py
+    ¦       ¦   ¦   ¦   ¦   prompt.py
+    ¦       ¦   ¦   ¦   ¦   protocol.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   region.py
+    ¦       ¦   ¦   ¦   ¦   repr.py
+    ¦       ¦   ¦   ¦   ¦   rule.py
+    ¦       ¦   ¦   ¦   ¦   scope.py
+    ¦       ¦   ¦   ¦   ¦   screen.py
+    ¦       ¦   ¦   ¦   ¦   segment.py
+    ¦       ¦   ¦   ¦   ¦   spinner.py
+    ¦       ¦   ¦   ¦   ¦   status.py
+    ¦       ¦   ¦   ¦   ¦   style.py
+    ¦       ¦   ¦   ¦   ¦   styled.py
+    ¦       ¦   ¦   ¦   ¦   syntax.py
+    ¦       ¦   ¦   ¦   ¦   table.py
+    ¦       ¦   ¦   ¦   ¦   terminal_theme.py
+    ¦       ¦   ¦   ¦   ¦   text.py
+    ¦       ¦   ¦   ¦   ¦   theme.py
+    ¦       ¦   ¦   ¦   ¦   themes.py
+    ¦       ¦   ¦   ¦   ¦   traceback.py
+    ¦       ¦   ¦   ¦   ¦   tree.py
+    ¦       ¦   ¦   ¦   ¦   _cell_widths.py
+    ¦       ¦   ¦   ¦   ¦   _emoji_codes.py
+    ¦       ¦   ¦   ¦   ¦   _emoji_replace.py
+    ¦       ¦   ¦   ¦   ¦   _export_format.py
+    ¦       ¦   ¦   ¦   ¦   _extension.py
+    ¦       ¦   ¦   ¦   ¦   _fileno.py
+    ¦       ¦   ¦   ¦   ¦   _inspect.py
+    ¦       ¦   ¦   ¦   ¦   _log_render.py
+    ¦       ¦   ¦   ¦   ¦   _loop.py
+    ¦       ¦   ¦   ¦   ¦   _null_file.py
+    ¦       ¦   ¦   ¦   ¦   _palettes.py
+    ¦       ¦   ¦   ¦   ¦   _pick.py
+    ¦       ¦   ¦   ¦   ¦   _ratio.py
+    ¦       ¦   ¦   ¦   ¦   _spinners.py
+    ¦       ¦   ¦   ¦   ¦   _stack.py
+    ¦       ¦   ¦   ¦   ¦   _timer.py
+    ¦       ¦   ¦   ¦   ¦   _win32_console.py
+    ¦       ¦   ¦   ¦   ¦   _windows.py
+    ¦       ¦   ¦   ¦   ¦   _windows_renderer.py
+    ¦       ¦   ¦   ¦   ¦   _wrap.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   __main__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           abc.cpython-312.pyc
+    ¦       ¦   ¦   ¦           align.cpython-312.pyc
+    ¦       ¦   ¦   ¦           ansi.cpython-312.pyc
+    ¦       ¦   ¦   ¦           bar.cpython-312.pyc
+    ¦       ¦   ¦   ¦           box.cpython-312.pyc
+    ¦       ¦   ¦   ¦           cells.cpython-312.pyc
+    ¦       ¦   ¦   ¦           color.cpython-312.pyc
+    ¦       ¦   ¦   ¦           color_triplet.cpython-312.pyc
+    ¦       ¦   ¦   ¦           columns.cpython-312.pyc
+    ¦       ¦   ¦   ¦           console.cpython-312.pyc
+    ¦       ¦   ¦   ¦           constrain.cpython-312.pyc
+    ¦       ¦   ¦   ¦           containers.cpython-312.pyc
+    ¦       ¦   ¦   ¦           control.cpython-312.pyc
+    ¦       ¦   ¦   ¦           default_styles.cpython-312.pyc
+    ¦       ¦   ¦   ¦           diagnose.cpython-312.pyc
+    ¦       ¦   ¦   ¦           emoji.cpython-312.pyc
+    ¦       ¦   ¦   ¦           errors.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filesize.cpython-312.pyc
+    ¦       ¦   ¦   ¦           file_proxy.cpython-312.pyc
+    ¦       ¦   ¦   ¦           highlighter.cpython-312.pyc
+    ¦       ¦   ¦   ¦           json.cpython-312.pyc
+    ¦       ¦   ¦   ¦           jupyter.cpython-312.pyc
+    ¦       ¦   ¦   ¦           layout.cpython-312.pyc
+    ¦       ¦   ¦   ¦           live.cpython-312.pyc
+    ¦       ¦   ¦   ¦           live_render.cpython-312.pyc
+    ¦       ¦   ¦   ¦           logging.cpython-312.pyc
+    ¦       ¦   ¦   ¦           markup.cpython-312.pyc
+    ¦       ¦   ¦   ¦           measure.cpython-312.pyc
+    ¦       ¦   ¦   ¦           padding.cpython-312.pyc
+    ¦       ¦   ¦   ¦           pager.cpython-312.pyc
+    ¦       ¦   ¦   ¦           palette.cpython-312.pyc
+    ¦       ¦   ¦   ¦           panel.cpython-312.pyc
+    ¦       ¦   ¦   ¦           pretty.cpython-312.pyc
+    ¦       ¦   ¦   ¦           progress.cpython-312.pyc
+    ¦       ¦   ¦   ¦           progress_bar.cpython-312.pyc
+    ¦       ¦   ¦   ¦           prompt.cpython-312.pyc
+    ¦       ¦   ¦   ¦           protocol.cpython-312.pyc
+    ¦       ¦   ¦   ¦           region.cpython-312.pyc
+    ¦       ¦   ¦   ¦           repr.cpython-312.pyc
+    ¦       ¦   ¦   ¦           rule.cpython-312.pyc
+    ¦       ¦   ¦   ¦           scope.cpython-312.pyc
+    ¦       ¦   ¦   ¦           screen.cpython-312.pyc
+    ¦       ¦   ¦   ¦           segment.cpython-312.pyc
+    ¦       ¦   ¦   ¦           spinner.cpython-312.pyc
+    ¦       ¦   ¦   ¦           status.cpython-312.pyc
+    ¦       ¦   ¦   ¦           style.cpython-312.pyc
+    ¦       ¦   ¦   ¦           styled.cpython-312.pyc
+    ¦       ¦   ¦   ¦           syntax.cpython-312.pyc
+    ¦       ¦   ¦   ¦           table.cpython-312.pyc
+    ¦       ¦   ¦   ¦           terminal_theme.cpython-312.pyc
+    ¦       ¦   ¦   ¦           text.cpython-312.pyc
+    ¦       ¦   ¦   ¦           theme.cpython-312.pyc
+    ¦       ¦   ¦   ¦           themes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           traceback.cpython-312.pyc
+    ¦       ¦   ¦   ¦           tree.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _cell_widths.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _emoji_codes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _emoji_replace.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _export_format.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _extension.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _fileno.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _inspect.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _log_render.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _loop.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _null_file.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _palettes.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _pick.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _ratio.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _spinners.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _stack.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _timer.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _win32_console.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _windows.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _windows_renderer.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _wrap.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __main__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---tenacity
+    ¦       ¦   ¦   ¦   ¦   after.py
+    ¦       ¦   ¦   ¦   ¦   before.py
+    ¦       ¦   ¦   ¦   ¦   before_sleep.py
+    ¦       ¦   ¦   ¦   ¦   nap.py
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   retry.py
+    ¦       ¦   ¦   ¦   ¦   stop.py
+    ¦       ¦   ¦   ¦   ¦   tornadoweb.py
+    ¦       ¦   ¦   ¦   ¦   wait.py
+    ¦       ¦   ¦   ¦   ¦   _asyncio.py
+    ¦       ¦   ¦   ¦   ¦   _utils.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           after.cpython-312.pyc
+    ¦       ¦   ¦   ¦           before.cpython-312.pyc
+    ¦       ¦   ¦   ¦           before_sleep.cpython-312.pyc
+    ¦       ¦   ¦   ¦           nap.cpython-312.pyc
+    ¦       ¦   ¦   ¦           retry.cpython-312.pyc
+    ¦       ¦   ¦   ¦           stop.cpython-312.pyc
+    ¦       ¦   ¦   ¦           tornadoweb.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wait.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _asyncio.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _utils.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---tomli
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   _parser.py
+    ¦       ¦   ¦   ¦   ¦   _re.py
+    ¦       ¦   ¦   ¦   ¦   _types.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           _parser.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _re.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _types.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---truststore
+    ¦       ¦   ¦   ¦   ¦   py.typed
+    ¦       ¦   ¦   ¦   ¦   _api.py
+    ¦       ¦   ¦   ¦   ¦   _macos.py
+    ¦       ¦   ¦   ¦   ¦   _openssl.py
+    ¦       ¦   ¦   ¦   ¦   _ssl_constants.py
+    ¦       ¦   ¦   ¦   ¦   _windows.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           _api.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _macos.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _openssl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _ssl_constants.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _windows.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---urllib3
+    ¦       ¦   ¦   ¦   ¦   connection.py
+    ¦       ¦   ¦   ¦   ¦   connectionpool.py
+    ¦       ¦   ¦   ¦   ¦   exceptions.py
+    ¦       ¦   ¦   ¦   ¦   fields.py
+    ¦       ¦   ¦   ¦   ¦   filepost.py
+    ¦       ¦   ¦   ¦   ¦   poolmanager.py
+    ¦       ¦   ¦   ¦   ¦   request.py
+    ¦       ¦   ¦   ¦   ¦   response.py
+    ¦       ¦   ¦   ¦   ¦   _collections.py
+    ¦       ¦   ¦   ¦   ¦   _version.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---contrib
+    ¦       ¦   ¦   ¦   ¦   ¦   appengine.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ntlmpool.py
+    ¦       ¦   ¦   ¦   ¦   ¦   pyopenssl.py
+    ¦       ¦   ¦   ¦   ¦   ¦   securetransport.py
+    ¦       ¦   ¦   ¦   ¦   ¦   socks.py
+    ¦       ¦   ¦   ¦   ¦   ¦   _appengine_environ.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---_securetransport
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   bindings.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   low_level.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦   ¦           bindings.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           low_level.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           appengine.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           ntlmpool.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           pyopenssl.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           securetransport.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           socks.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           _appengine_environ.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---packages
+    ¦       ¦   ¦   ¦   ¦   ¦   six.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---backports
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   makefile.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   weakref_finalize.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦   ¦           makefile.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           weakref_finalize.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           six.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---util
+    ¦       ¦   ¦   ¦   ¦   ¦   connection.py
+    ¦       ¦   ¦   ¦   ¦   ¦   proxy.py
+    ¦       ¦   ¦   ¦   ¦   ¦   queue.py
+    ¦       ¦   ¦   ¦   ¦   ¦   request.py
+    ¦       ¦   ¦   ¦   ¦   ¦   response.py
+    ¦       ¦   ¦   ¦   ¦   ¦   retry.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ssltransport.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ssl_.py
+    ¦       ¦   ¦   ¦   ¦   ¦   ssl_match_hostname.py
+    ¦       ¦   ¦   ¦   ¦   ¦   timeout.py
+    ¦       ¦   ¦   ¦   ¦   ¦   url.py
+    ¦       ¦   ¦   ¦   ¦   ¦   wait.py
+    ¦       ¦   ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦   ¦           connection.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           proxy.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           queue.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           request.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           response.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           retry.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           ssltransport.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           ssl_.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           ssl_match_hostname.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           timeout.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           url.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           wait.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦   ¦           
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           connection.cpython-312.pyc
+    ¦       ¦   ¦   ¦           connectionpool.cpython-312.pyc
+    ¦       ¦   ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦   ¦           fields.cpython-312.pyc
+    ¦       ¦   ¦   ¦           filepost.cpython-312.pyc
+    ¦       ¦   ¦   ¦           poolmanager.cpython-312.pyc
+    ¦       ¦   ¦   ¦           request.cpython-312.pyc
+    ¦       ¦   ¦   ¦           response.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _collections.cpython-312.pyc
+    ¦       ¦   ¦   ¦           _version.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---webencodings
+    ¦       ¦   ¦   ¦   ¦   labels.py
+    ¦       ¦   ¦   ¦   ¦   mklabels.py
+    ¦       ¦   ¦   ¦   ¦   tests.py
+    ¦       ¦   ¦   ¦   ¦   x_user_defined.py
+    ¦       ¦   ¦   ¦   ¦   __init__.py
+    ¦       ¦   ¦   ¦   ¦   
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           labels.cpython-312.pyc
+    ¦       ¦   ¦   ¦           mklabels.cpython-312.pyc
+    ¦       ¦   ¦   ¦           tests.cpython-312.pyc
+    ¦       ¦   ¦   ¦           x_user_defined.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           six.cpython-312.pyc
+    ¦       ¦   ¦           typing_extensions.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           __pip-runner__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---pip-24.0.dist-info
+    ¦       ¦       AUTHORS.txt
+    ¦       ¦       entry_points.txt
+    ¦       ¦       INSTALLER
+    ¦       ¦       LICENSE.txt
+    ¦       ¦       METADATA
+    ¦       ¦       RECORD
+    ¦       ¦       REQUESTED
+    ¦       ¦       top_level.txt
+    ¦       ¦       WHEEL
+    ¦       ¦       
+    ¦       +---pydantic
+    ¦       ¦   +---deprecated
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           class_validators.cpython-312.pyc
+    ¦       ¦   ¦           config.cpython-312.pyc
+    ¦       ¦   ¦           copy_internals.cpython-312.pyc
+    ¦       ¦   ¦           decorator.cpython-312.pyc
+    ¦       ¦   ¦           json.cpython-312.pyc
+    ¦       ¦   ¦           parse.cpython-312.pyc
+    ¦       ¦   ¦           tools.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---experimental
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           arguments_schema.cpython-312.pyc
+    ¦       ¦   ¦           pipeline.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---plugin
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           _loader.cpython-312.pyc
+    ¦       ¦   ¦           _schema_validator.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---v1
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           annotated_types.cpython-312.pyc
+    ¦       ¦   ¦           class_validators.cpython-312.pyc
+    ¦       ¦   ¦           color.cpython-312.pyc
+    ¦       ¦   ¦           config.cpython-312.pyc
+    ¦       ¦   ¦           dataclasses.cpython-312.pyc
+    ¦       ¦   ¦           datetime_parse.cpython-312.pyc
+    ¦       ¦   ¦           decorator.cpython-312.pyc
+    ¦       ¦   ¦           env_settings.cpython-312.pyc
+    ¦       ¦   ¦           errors.cpython-312.pyc
+    ¦       ¦   ¦           error_wrappers.cpython-312.pyc
+    ¦       ¦   ¦           fields.cpython-312.pyc
+    ¦       ¦   ¦           generics.cpython-312.pyc
+    ¦       ¦   ¦           json.cpython-312.pyc
+    ¦       ¦   ¦           main.cpython-312.pyc
+    ¦       ¦   ¦           mypy.cpython-312.pyc
+    ¦       ¦   ¦           networks.cpython-312.pyc
+    ¦       ¦   ¦           parse.cpython-312.pyc
+    ¦       ¦   ¦           schema.cpython-312.pyc
+    ¦       ¦   ¦           tools.cpython-312.pyc
+    ¦       ¦   ¦           types.cpython-312.pyc
+    ¦       ¦   ¦           typing.cpython-312.pyc
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           validators.cpython-312.pyc
+    ¦       ¦   ¦           version.cpython-312.pyc
+    ¦       ¦   ¦           _hypothesis_plugin.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---_internal
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           _config.cpython-312.pyc
+    ¦       ¦   ¦           _core_metadata.cpython-312.pyc
+    ¦       ¦   ¦           _core_utils.cpython-312.pyc
+    ¦       ¦   ¦           _dataclasses.cpython-312.pyc
+    ¦       ¦   ¦           _decorators.cpython-312.pyc
+    ¦       ¦   ¦           _decorators_v1.cpython-312.pyc
+    ¦       ¦   ¦           _discriminated_union.cpython-312.pyc
+    ¦       ¦   ¦           _docs_extraction.cpython-312.pyc
+    ¦       ¦   ¦           _fields.cpython-312.pyc
+    ¦       ¦   ¦           _forward_ref.cpython-312.pyc
+    ¦       ¦   ¦           _generate_schema.cpython-312.pyc
+    ¦       ¦   ¦           _generics.cpython-312.pyc
+    ¦       ¦   ¦           _git.cpython-312.pyc
+    ¦       ¦   ¦           _import_utils.cpython-312.pyc
+    ¦       ¦   ¦           _internal_dataclass.cpython-312.pyc
+    ¦       ¦   ¦           _known_annotated_metadata.cpython-312.pyc
+    ¦       ¦   ¦           _mock_val_ser.cpython-312.pyc
+    ¦       ¦   ¦           _model_construction.cpython-312.pyc
+    ¦       ¦   ¦           _namespace_utils.cpython-312.pyc
+    ¦       ¦   ¦           _repr.cpython-312.pyc
+    ¦       ¦   ¦           _schema_gather.cpython-312.pyc
+    ¦       ¦   ¦           _schema_generation_shared.cpython-312.pyc
+    ¦       ¦   ¦           _serializers.cpython-312.pyc
+    ¦       ¦   ¦           _signature.cpython-312.pyc
+    ¦       ¦   ¦           _typing_extra.cpython-312.pyc
+    ¦       ¦   ¦           _utils.cpython-312.pyc
+    ¦       ¦   ¦           _validate_call.cpython-312.pyc
+    ¦       ¦   ¦           _validators.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           aliases.cpython-312.pyc
+    ¦       ¦           alias_generators.cpython-312.pyc
+    ¦       ¦           annotated_handlers.cpython-312.pyc
+    ¦       ¦           class_validators.cpython-312.pyc
+    ¦       ¦           color.cpython-312.pyc
+    ¦       ¦           config.cpython-312.pyc
+    ¦       ¦           dataclasses.cpython-312.pyc
+    ¦       ¦           datetime_parse.cpython-312.pyc
+    ¦       ¦           decorator.cpython-312.pyc
+    ¦       ¦           env_settings.cpython-312.pyc
+    ¦       ¦           errors.cpython-312.pyc
+    ¦       ¦           error_wrappers.cpython-312.pyc
+    ¦       ¦           fields.cpython-312.pyc
+    ¦       ¦           functional_serializers.cpython-312.pyc
+    ¦       ¦           functional_validators.cpython-312.pyc
+    ¦       ¦           generics.cpython-312.pyc
+    ¦       ¦           json.cpython-312.pyc
+    ¦       ¦           json_schema.cpython-312.pyc
+    ¦       ¦           main.cpython-312.pyc
+    ¦       ¦           mypy.cpython-312.pyc
+    ¦       ¦           networks.cpython-312.pyc
+    ¦       ¦           parse.cpython-312.pyc
+    ¦       ¦           root_model.cpython-312.pyc
+    ¦       ¦           schema.cpython-312.pyc
+    ¦       ¦           tools.cpython-312.pyc
+    ¦       ¦           types.cpython-312.pyc
+    ¦       ¦           type_adapter.cpython-312.pyc
+    ¦       ¦           typing.cpython-312.pyc
+    ¦       ¦           utils.cpython-312.pyc
+    ¦       ¦           validate_call_decorator.cpython-312.pyc
+    ¦       ¦           validators.cpython-312.pyc
+    ¦       ¦           version.cpython-312.pyc
+    ¦       ¦           warnings.cpython-312.pyc
+    ¦       ¦           _migration.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---pydantic_core
+    ¦       ¦   +---__pycache__
+    ¦       ¦           core_schema.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---requests
+    ¦       ¦   +---__pycache__
+    ¦       ¦           adapters.cpython-312.pyc
+    ¦       ¦           api.cpython-312.pyc
+    ¦       ¦           auth.cpython-312.pyc
+    ¦       ¦           certs.cpython-312.pyc
+    ¦       ¦           compat.cpython-312.pyc
+    ¦       ¦           cookies.cpython-312.pyc
+    ¦       ¦           exceptions.cpython-312.pyc
+    ¦       ¦           help.cpython-312.pyc
+    ¦       ¦           hooks.cpython-312.pyc
+    ¦       ¦           models.cpython-312.pyc
+    ¦       ¦           packages.cpython-312.pyc
+    ¦       ¦           sessions.cpython-312.pyc
+    ¦       ¦           status_codes.cpython-312.pyc
+    ¦       ¦           structures.cpython-312.pyc
+    ¦       ¦           utils.cpython-312.pyc
+    ¦       ¦           _internal_utils.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __version__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---sniffio
+    ¦       ¦   +---_tests
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           test_sniffio.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           _impl.cpython-312.pyc
+    ¦       ¦           _version.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---starlette
+    ¦       ¦   +---middleware
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           authentication.cpython-312.pyc
+    ¦       ¦   ¦           base.cpython-312.pyc
+    ¦       ¦   ¦           cors.cpython-312.pyc
+    ¦       ¦   ¦           errors.cpython-312.pyc
+    ¦       ¦   ¦           exceptions.cpython-312.pyc
+    ¦       ¦   ¦           gzip.cpython-312.pyc
+    ¦       ¦   ¦           httpsredirect.cpython-312.pyc
+    ¦       ¦   ¦           sessions.cpython-312.pyc
+    ¦       ¦   ¦           trustedhost.cpython-312.pyc
+    ¦       ¦   ¦           wsgi.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           applications.cpython-312.pyc
+    ¦       ¦           authentication.cpython-312.pyc
+    ¦       ¦           background.cpython-312.pyc
+    ¦       ¦           concurrency.cpython-312.pyc
+    ¦       ¦           config.cpython-312.pyc
+    ¦       ¦           convertors.cpython-312.pyc
+    ¦       ¦           datastructures.cpython-312.pyc
+    ¦       ¦           endpoints.cpython-312.pyc
+    ¦       ¦           exceptions.cpython-312.pyc
+    ¦       ¦           formparsers.cpython-312.pyc
+    ¦       ¦           requests.cpython-312.pyc
+    ¦       ¦           responses.cpython-312.pyc
+    ¦       ¦           routing.cpython-312.pyc
+    ¦       ¦           schemas.cpython-312.pyc
+    ¦       ¦           staticfiles.cpython-312.pyc
+    ¦       ¦           status.cpython-312.pyc
+    ¦       ¦           templating.cpython-312.pyc
+    ¦       ¦           testclient.cpython-312.pyc
+    ¦       ¦           types.cpython-312.pyc
+    ¦       ¦           websockets.cpython-312.pyc
+    ¦       ¦           _exception_handler.cpython-312.pyc
+    ¦       ¦           _utils.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---typing_inspection
+    ¦       ¦   +---__pycache__
+    ¦       ¦           introspection.cpython-312.pyc
+    ¦       ¦           typing_objects.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---urllib3
+    ¦       ¦   +---contrib
+    ¦       ¦   ¦   +---emscripten
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           connection.cpython-312.pyc
+    ¦       ¦   ¦   ¦           fetch.cpython-312.pyc
+    ¦       ¦   ¦   ¦           request.cpython-312.pyc
+    ¦       ¦   ¦   ¦           response.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           pyopenssl.cpython-312.pyc
+    ¦       ¦   ¦           socks.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---http2
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           connection.cpython-312.pyc
+    ¦       ¦   ¦           probe.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---util
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           connection.cpython-312.pyc
+    ¦       ¦   ¦           proxy.cpython-312.pyc
+    ¦       ¦   ¦           request.cpython-312.pyc
+    ¦       ¦   ¦           response.cpython-312.pyc
+    ¦       ¦   ¦           retry.cpython-312.pyc
+    ¦       ¦   ¦           ssltransport.cpython-312.pyc
+    ¦       ¦   ¦           ssl_.cpython-312.pyc
+    ¦       ¦   ¦           ssl_match_hostname.cpython-312.pyc
+    ¦       ¦   ¦           timeout.cpython-312.pyc
+    ¦       ¦   ¦           url.cpython-312.pyc
+    ¦       ¦   ¦           util.cpython-312.pyc
+    ¦       ¦   ¦           wait.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           connection.cpython-312.pyc
+    ¦       ¦           connectionpool.cpython-312.pyc
+    ¦       ¦           exceptions.cpython-312.pyc
+    ¦       ¦           fields.cpython-312.pyc
+    ¦       ¦           filepost.cpython-312.pyc
+    ¦       ¦           poolmanager.cpython-312.pyc
+    ¦       ¦           response.cpython-312.pyc
+    ¦       ¦           _base_connection.cpython-312.pyc
+    ¦       ¦           _collections.cpython-312.pyc
+    ¦       ¦           _request_methods.cpython-312.pyc
+    ¦       ¦           _version.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---uvicorn
+    ¦       ¦   +---lifespan
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           off.cpython-312.pyc
+    ¦       ¦   ¦           on.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---loops
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           asyncio.cpython-312.pyc
+    ¦       ¦   ¦           auto.cpython-312.pyc
+    ¦       ¦   ¦           uvloop.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---middleware
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           asgi2.cpython-312.pyc
+    ¦       ¦   ¦           message_logger.cpython-312.pyc
+    ¦       ¦   ¦           proxy_headers.cpython-312.pyc
+    ¦       ¦   ¦           wsgi.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---protocols
+    ¦       ¦   ¦   +---http
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           auto.cpython-312.pyc
+    ¦       ¦   ¦   ¦           flow_control.cpython-312.pyc
+    ¦       ¦   ¦   ¦           h11_impl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           httptools_impl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---websockets
+    ¦       ¦   ¦   ¦   +---__pycache__
+    ¦       ¦   ¦   ¦           auto.cpython-312.pyc
+    ¦       ¦   ¦   ¦           websockets_impl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           wsproto_impl.cpython-312.pyc
+    ¦       ¦   ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦   ¦           
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           utils.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---supervisors
+    ¦       ¦   ¦   +---__pycache__
+    ¦       ¦   ¦           basereload.cpython-312.pyc
+    ¦       ¦   ¦           multiprocess.cpython-312.pyc
+    ¦       ¦   ¦           statreload.cpython-312.pyc
+    ¦       ¦   ¦           watchfilesreload.cpython-312.pyc
+    ¦       ¦   ¦           __init__.cpython-312.pyc
+    ¦       ¦   ¦           
+    ¦       ¦   +---__pycache__
+    ¦       ¦           config.cpython-312.pyc
+    ¦       ¦           importer.cpython-312.pyc
+    ¦       ¦           logging.cpython-312.pyc
+    ¦       ¦           main.cpython-312.pyc
+    ¦       ¦           server.cpython-312.pyc
+    ¦       ¦           workers.cpython-312.pyc
+    ¦       ¦           _subprocess.cpython-312.pyc
+    ¦       ¦           _types.cpython-312.pyc
+    ¦       ¦           __init__.cpython-312.pyc
+    ¦       ¦           __main__.cpython-312.pyc
+    ¦       ¦           
+    ¦       +---__pycache__
+    ¦               typing_extensions.cpython-312.pyc
+    ¦               
+    +---Scripts
+            activate
+            activate.bat
+            Activate.ps1
+            deactivate.bat
+            pip.exe
+            pip3.12.exe
+            pip3.exe
+            python.exe
+            pythonw.exe
+