Docker SDK: Added Network doc ( not complated )

Docs/Libs/Docker/01-Setup.md

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+# Docker SDK for Python – Setup and First Steps
+
+This document introduces the **Docker SDK for Python (`docker` library)** and explains how to connect to the Docker Engine, inspect its status, and authenticate with a registry. The goal is not just to show code, but to clearly explain **what each part does, why it exists, and when you would use it**.
+
+This guide assumes you already understand basic Docker concepts (images, containers, daemon) and are approaching this from a DevOps perspective.
+
+---
+
+## 1. Installing the Docker SDK for Python
+
+Before Python can communicate with Docker, we need to install the official SDK.
+
+```bash
+pip install docker
+```
+
+### What this does
+
+* Installs the **docker** Python package (often called *docker-py*).
+* This package acts as a **client wrapper** around Docker’s REST API.
+* All interactions ultimately talk to the Docker daemon (`dockerd`) over a socket or TCP connection.
+
+Important note:
+
+* Installing the library alone is not enough.
+* Docker **must already be installed and running** on the system.
+
+---
+
+## 2. Connecting to Docker Using Environment Configuration
+
+The simplest and most common way to create a Docker client is by using environment-based configuration.
+
+```python
+import docker
+
+client = docker.from_env()
+version = client.version()
+ping_docker = client.ping()
+
+print(version, ping_docker)
+```
+
+### Step-by-step explanation
+
+#### `import docker`
+
+* Imports the Docker SDK.
+* This module exposes high-level objects for interacting with Docker resources.
+
+#### `docker.from_env()`
+
+* Automatically creates a `DockerClient` instance.
+* Reads Docker connection details from environment variables such as:
+
+  * `DOCKER_HOST`
+  * `DOCKER_TLS_VERIFY`
+  * `DOCKER_CERT_PATH`
+* On Linux, this usually resolves to:
+
+  * `unix:///var/run/docker.sock`
+
+This is why `from_env()` is preferred:
+
+* Works across Linux, macOS, Windows, and CI systems
+* Requires no hardcoded connection strings
+
+#### `client.version()`
+
+* Calls the Docker Engine `/version` API endpoint.
+* Returns detailed metadata such as:
+
+  * Docker Engine version
+  * API version
+  * Go version
+  * OS and architecture
+
+This is commonly used for:
+
+* Debugging
+* Compatibility checks
+* Logging runtime environment details
+
+#### `client.ping()`
+
+* Sends a lightweight request to the Docker daemon.
+* Returns `True` if Docker is reachable and responsive.
+
+This is a **health check**, often used in:
+
+* Startup validation
+* Monitoring scripts
+* CI/CD pipelines
+
+---
+
+## 3. What Does “from_env” Actually Mean?
+
+Using `from_env()` tells the SDK:
+
+> “Figure out how to connect to Docker using the same configuration the Docker CLI uses.”
+
+Behind the scenes, it:
+
+* Detects whether Docker is local or remote
+* Determines socket vs TCP
+* Applies TLS settings if required
+
+### When should you use it?
+
+* Local development
+* Kubernetes nodes
+* CI runners
+* Most production automation
+
+### When not to use it?
+
+* When you need explicit control over connection parameters
+* When connecting to a **remote Docker daemon** with custom networking
+
+---
+
+## 4. Creating a Docker Client Explicitly
+
+Instead of relying on environment detection, you can create a client manually.
+
+```python
+import docker
+
+client = docker.DockerClient(base_url='unix://var/run/docker.sock')
+version = client.version()
+ping_docker = client.ping()
+
+print(version, ping_docker)
+```
+
+### Explanation
+
+#### `docker.DockerClient(...)`
+
+* Directly instantiates a Docker client object.
+* Requires you to specify how to reach the Docker daemon.
+
+#### `base_url='unix://var/run/docker.sock'`
+
+* Points to the Unix socket used by Docker on Linux systems.
+* This socket is owned by root and the `docker` group.
+
+Important implications:
+
+* Your Python process must have permission to access the socket
+* Usually means running as root or a user in the `docker` group
+
+### When this approach is useful
+
+* Controlled environments
+* Educational examples
+* Explicit infrastructure scripts
+
+### Why it is less common
+
+* Not portable across OSes
+* Hardcodes infrastructure assumptions
+
+---
+
+## 5. Inspecting Docker and Authenticating
+
+Once connected, the client can retrieve detailed system information and authenticate with registries.
+
+```python
+import docker
+
+client = docker.DockerClient(base_url='unix://var/run/docker.sock')
+version = client.version()
+ping_docker = client.ping()
+information = client.info()
+
+client.login(
+    username='user',
+    password='password',
+    registry='registry_link'
+)
+
+print(information, ping_docker)
+```
+
+### `client.info()`
+
+* Calls the Docker `/info` endpoint.
+* Returns a comprehensive snapshot of the Docker host, including:
+
+  * Number of containers (running/stopped)
+  * Number of images
+  * Storage driver
+  * Cgroup and kernel features
+  * Security options (AppArmor, seccomp)
+
+This is extremely valuable for:
+
+* Capacity planning
+* Debugging runtime issues
+* Auditing host configuration
+
+### `client.login(...)`
+
+* Authenticates Docker with a container registry.
+* Stores credentials in Docker’s credential store.
+
+Parameters:
+
+* `username`: registry account username
+* `password`: registry password or access token
+* `registry`: registry URL (e.g. Docker Hub or private registry)
+
+Common use cases:
+
+* Pulling private images
+* Pushing images in CI/CD pipelines
+* Automating registry interactions
+
+Security note:
+
+* Avoid hardcoding credentials in source code
+* Prefer environment variables or secret managers
+
+---
+
+## 6. High-Level vs Low-Level API (Important Concept)
+
+What you are using here is the **high-level Docker client**.
+
+Characteristics:
+
+* Pythonic object model
+* Resource-oriented (containers, images, networks)
+* Easier to read and maintain
+
+The SDK also exposes a **low-level API**:
+
+* Direct access to Docker REST endpoints
+* More control, less abstraction
+
+As a DevOps engineer, you will typically:
+
+* Use high-level API for automation
+* Drop to low-level API for advanced edge cases
+
+---
+
+## 7. Summary
+
+In this setup phase, you learned how to:
+
+* Install the Docker SDK for Python
+* Connect to Docker using environment-based configuration
+* Explicitly define Docker connection settings
+* Verify Docker availability
+* Retrieve system-level Docker information
+* Authenticate with container registries
+
+This foundation is critical before moving on to:
+
+* Managing containers
+* Building images
+* Working with volumes and networks
+
+---
+
+## References
+
+Official Docker SDK for Python documentation:
+
+* [https://docker-py.readthedocs.io/](https://docker-py.readthedocs.io/)

Docs/Libs/Docker/02-Images.md

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+# Docker SDK for Python – Working with Images
+
+This document explains how to **manage Docker images** using the Docker SDK for Python. Instead of treating the SDK as a set of function calls, we’ll approach images the same way Docker itself does: as immutable artifacts that are pulled, built, tagged, pushed, inspected, and eventually cleaned up.
+
+All examples assume:
+
+* Docker is installed and running
+* The Python process has access to the Docker socket
+
+---
+
+## 1. Creating the Docker Client
+
+```python
+import docker
+
+client = docker.DockerClient(base_url='unix://var/run/docker.sock')
+ping_docker = client.ping()
+```
+
+### Explanation
+
+* `DockerClient` establishes a connection to the Docker daemon.
+* `ping()` verifies that Docker is reachable before doing any real work.
+
+This is a common pattern in automation:
+
+* Fail fast if Docker is unavailable
+* Avoid partial execution later in the script
+
+---
+
+## 2. Pulling Images from a Registry
+
+```python
+def pull_image(name_image, tag_image):
+    image = client.images.pull(name_image, tag=tag_image)
+    print(image)
+```
+
+### What this does
+
+* Downloads an image from a registry (Docker Hub or private registry).
+* If the image already exists locally, Docker may reuse layers.
+
+Parameters:
+
+* `name_image`: repository name (e.g. `alpine`, `nginx`, `myrepo/app`)
+* `tag_image`: specific version or variant (e.g. `3.20`, `latest`)
+
+Returned value:
+
+* An `Image` object representing the pulled image
+
+Why this matters:
+
+* Pulling explicitly avoids relying on implicit image downloads
+* Makes automation predictable and repeatable
+
+---
+
+## 3. Building Images from a Dockerfile
+
+### Basic build
+
+```python
+def build_image():
+    image, logs = client.images.build(
+        path=".",
+        tag="myapp:1.0"
+    )
+
+    for log in logs:
+        if "stream" in log:
+            print(log["stream"].strip())
+```
+
+### Explanation
+
+* `path="."` tells Docker to use the current directory as the build context.
+* Docker automatically looks for a file named `Dockerfile`.
+* `tag="myapp:1.0"` assigns a name and version to the resulting image.
+
+The build process returns:
+
+* `image`: the final built image object
+* `logs`: a stream of build output messages
+
+Printing build logs is important because:
+
+* Docker build failures are only visible in logs
+* CI pipelines rely on this output for debugging
+
+---
+
+## 4. Advanced Build with Custom Dockerfile and Build Arguments
+
+```python
+def build_image_2():
+    image, logs = client.images.build(
+        path=".",
+        dockerfile="Dockerfile.prod",
+        tag="myapp:prod",
+        buildargs={
+            "APP_ENV": "production",
+            "VERSION": "1.0.0"
+        }
+    )
+```
+
+### Explanation
+
+This version adds more control:
+
+* `dockerfile="Dockerfile.prod"`
+
+  * Allows multiple Dockerfiles per project
+  * Common for dev vs prod builds
+
+* `buildargs`
+
+  * Passed to `ARG` instructions inside the Dockerfile
+  * Enables parameterized builds without editing the Dockerfile
+
+Typical DevOps use cases:
+
+* Environment-specific builds
+* Injecting version numbers
+* Feature flags during build time
+
+---
+
+## 5. Tagging Images
+
+```python
+def tag_image():
+    image = client.images.get("myapp:1.0")
+    image.tag("myrepo/myapp", tag="latest")
+```
+
+### Explanation
+
+* Docker images are immutable, but tags are not.
+* This creates an additional reference to the same image ID.
+
+Why tagging is important:
+
+* One image can have multiple tags
+* Tags represent lifecycle stages (`1.0`, `prod`, `latest`)
+
+This is how promotion pipelines work:
+
+* Build once
+* Tag many times
+* Push selectively
+
+---
+
+## 6. Removing Images
+
+```python
+def remove_image():
+    client.images.remove("myapp:1.0", force=True)
+```
+
+### Explanation
+
+* Removes the image reference from the local Docker host.
+* `force=True` removes the image even if it is in use by stopped containers.
+
+Use with care:
+
+* Running containers still prevent deletion
+* Forced removal is destructive
+
+---
+
+## 7. Pushing Images to a Registry
+
+```python
+def push_image():
+    client.images.push(
+        repository="myrepo/myapp",
+        tag="latest"
+    )
+```
+
+### Explanation
+
+* Uploads the image layers to a registry.
+* Requires prior authentication (`client.login`).
+
+Important notes:
+
+* Only new or changed layers are pushed
+* Tags determine what remote users pull
+
+This step is usually automated in:
+
+* CI/CD pipelines
+* Release workflows
+
+---
+
+## 8. Cleaning Up Unused Images
+
+```python
+def prune_images():
+    result = client.images.prune()
+    print(result)
+```
+
+### Explanation
+
+* Removes dangling images (untagged and unused).
+* Helps reclaim disk space on build servers.
+
+The result includes:
+
+* Number of images removed
+* Amount of disk space freed
+
+This is essential for:
+
+* CI runners
+* Long-lived build machines
+
+---
+
+## 9. Inspecting Image Metadata
+
+```python
+def inspect_image():
+    alpine_image = client.images.get("alpine:3.20")
+
+    print(alpine_image.attrs)
+    print(alpine_image.attrs["Id"])
+    print(alpine_image.attrs["Size"])
+    print(alpine_image.attrs["Config"]["Env"])
+    print(alpine_image.attrs["Config"]["Cmd"])
+```
+
+### Explanation
+
+* `attrs` exposes the raw Docker image inspection data.
+* This is equivalent to `docker image inspect`.
+
+Useful fields:
+
+* `Id`: content-addressable image hash
+* `Size`: image size in bytes
+* `Config.Env`: environment variables baked into the image
+* `Config.Cmd`: default command
+
+This information is often used for:
+
+* Debugging unexpected behavior
+* Auditing images
+* Validating build output
+
+---
+
+## 10. Listing Local Images
+
+```python
+def image_list():
+    images = client.images.list()
+    for item in images:
+        print(item.id, item.tags)
+```
+
+### Explanation
+
+* Lists all images stored locally.
+* Each image may have multiple tags or none.
+
+This mirrors:
+
+* `docker images`
+
+---
+
+## 11. Ensuring an Image Exists
+
+```python
+def ensure_image(name):
+    try:
+        client.images.get(name)
+        print(f"{name} exists")
+    except docker.errors.ImageNotFound:
+        print(f"Pulling {name}")
+        client.images.pull(name)
+```
+
+### Explanation
+
+This is a very common DevOps pattern:
+
+* Check if the image exists locally
+* Pull it only if necessary
+
+Benefits:
+
+* Avoids unnecessary network calls
+* Makes scripts idempotent
+
+---
+
+## 12. Important Exceptions to Know
+
+When working with images, you must handle failures explicitly.
+
+### `docker.errors.ImageNotFound`
+
+* Raised when an image does not exist locally
+* Common when calling `get()`
+
+### `docker.errors.BuildError`
+
+* Raised when an image build fails
+* Usually due to Dockerfile errors or missing files
+
+### `docker.errors.APIError`
+
+* Raised for general Docker API failures
+* Includes permission issues, daemon errors, and network problems
+
+Catching these exceptions is critical for:
+
+* Reliable automation
+* Meaningful error reporting
+* CI/CD stability
+
+---
+
+## 13. Summary
+
+In this section, you learned how to:
+
+* Pull images from registries
+* Build images using Dockerfiles
+* Use build arguments and multiple Dockerfiles
+* Tag and push images
+* Inspect and list images
+* Clean up unused images
+* Handle common Docker image errors
+
+This image workflow is the backbone of:
+
+* CI pipelines
+* Release automation
+* Platform engineering systems
+
+---
+
+## References
+
+Official Docker SDK for Python documentation:
+
+* [https://docker-py.readthedocs.io/](https://docker-py.readthedocs.io/)

Docs/Libs/Docker/03-Containers.md

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+# Docker SDK for Python – Working with Containers
+
+This document explains how to **manage Docker containers** using the Docker SDK for Python. Containers are the runtime unit of Docker, so this section focuses on lifecycle management: listing, creating, running, starting, stopping, restarting, pausing, and inspecting logs.
+
+The goal is to understand **how container state changes**, how the Python SDK maps to Docker CLI behavior, and how these operations are typically used in real DevOps automation.
+
+---
+
+## 1. Creating the Docker Client
+
+```python
+import docker
+import time
+
+client = docker.DockerClient(base_url='unix://var/run/docker.sock')
+ping_docker = client.ping()
+```
+
+### Explanation
+
+* Establishes a connection to the Docker daemon via the Unix socket.
+* `ping()` is used as a sanity check before executing container operations.
+
+In production-grade scripts, this check prevents:
+
+* Silent failures
+* Partial execution when Docker is down
+
+---
+
+## 2. Listing Running Containers
+
+```python
+def get_containers_list():
+    containers = client.containers.list()
+
+    for c in containers:
+        print(c.id, c.name, c.status)
+```
+
+### Explanation
+
+* `containers.list()` returns **only running containers** by default.
+* Each returned object represents a live container instance.
+
+Common attributes:
+
+* `id`: unique container identifier
+* `name`: human-readable container name
+* `status`: runtime state (running)
+
+This is equivalent to:
+
+* `docker ps`
+
+---
+
+## 3. Listing All Containers (Including Stopped)
+
+```python
+def get_all_containers_list():
+    containers = client.containers.list(all=True)
+
+    for c in containers:
+        print(c.id, c.name, c.status)
+```
+
+### Explanation
+
+* `all=True` includes stopped, exited, and created containers.
+* Useful for cleanup, auditing, and lifecycle reconciliation.
+
+Equivalent CLI command:
+
+* `docker ps -a`
+
+---
+
+## 4. Creating a Container (Without Starting It)
+
+```python
+def create_container():
+    container = client.containers.create(
+        image="nginx:latest",
+        name="my_nginx",
+        ports={"80/tcp": 8080},
+        detach=True
+    )
+```
+
+### Explanation
+
+This creates a container in the **created** state.
+
+Key parameters:
+
+* `image`: base image for the container
+* `name`: explicit container name
+* `ports`: port mapping (container → host)
+* `detach=True`: container runs in background when started
+
+Important distinction:
+
+* `create()` does **not** start the container
+* This mirrors `docker create`
+
+Use cases:
+
+* Deferred startup
+* Multi-step initialization
+
+---
+
+## 5. Running a Container (Create + Start)
+
+```python
+def run_container():
+    container = client.containers.run(
+        "nginx:latest",
+        name="nginx_run",
+        ports={"80/tcp": 8081},
+        detach=True
+    )
+```
+
+### Explanation
+
+* `run()` is a convenience method.
+* Internally performs `create()` followed by `start()`.
+
+Equivalent CLI command:
+
+* `docker run -d -p 8081:80 nginx:latest`
+
+This is the most common approach for:
+
+* Short-lived workloads
+* Simple services
+
+---
+
+## 6. Managing Container Lifecycle
+
+```python
+def start_container():
+    container = client.containers.get("my_nginx")
+
+    container.start()
+    time.sleep(1000)
+
+    container.restart()
+    time.sleep(1000)
+
+    container.pause()
+    container.unpause()
+    time.sleep(1000)
+
+    container.stop(timeout=10)
+```
+
+### Explanation
+
+This function demonstrates multiple lifecycle transitions.
+
+#### `containers.get(name)`
+
+* Retrieves an existing container by name or ID.
+* Raises an exception if the container does not exist.
+
+#### `start()`
+
+* Transitions container from `created` or `stopped` → `running`.
+
+#### `restart()`
+
+* Stops and immediately starts the container.
+* Often used after configuration changes.
+
+#### `pause()` / `unpause()`
+
+* Freezes container processes using cgroups.
+* Network and filesystem state remain intact.
+
+#### `stop(timeout=10)`
+
+* Sends SIGTERM, then SIGKILL after timeout.
+* Allows graceful shutdown.
+
+The `sleep()` calls simulate:
+
+* Long-running services
+* Observing container behavior between states
+
+---
+
+## 7. Reading Container Logs
+
+```python
+def log_container():
+    container = client.containers.get("my_nginx")
+    logs = container.logs(tail=20)
+    print(logs.decode())
+```
+
+### Explanation
+
+* Retrieves logs from the container’s stdout/stderr.
+* `tail=20` limits output to the last 20 lines.
+
+Important details:
+
+* Logs are returned as bytes
+* Decoding is required for readable output
+
+Equivalent CLI command:
+
+* `docker logs --tail 20 my_nginx`
+
+This is critical for:
+
+* Debugging runtime issues
+* Health checks
+* Observability tooling
+
+---
+
+## 8. Conditional Execution Based on Docker Availability
+
+```python
+if ping_docker:
+    get_containers_list()
+```
+
+### Explanation
+
+* Ensures container operations only run if Docker is reachable.
+* Prevents unhandled API errors.
+
+This pattern is common in:
+
+* Entry-point scripts
+* Health probes
+* Automation jobs
+
+---
+
+## 9. Container States (Conceptual Model)
+
+Understanding container states is essential:
+
+* `created`: container exists but is not running
+* `running`: container processes are active
+* `paused`: execution is suspended
+* `exited`: container stopped normally
+* `dead`: container failed unexpectedly
+
+Every method in this document transitions the container between these states.
+
+---
+
+## 10. Summary
+
+In this section, you learned how to:
+
+* List running and stopped containers
+* Create containers separately from starting them
+* Run containers in a single step
+* Control container lifecycle states
+* Read container logs
+* Safely execute operations based on Docker availability
+
+This container-level control is the foundation for:
+
+* Service orchestration
+* CI/CD job execution
+* Debugging and recovery automation
+
+---
+
+## References
+
+Official Docker SDK for Python documentation:
+
+* [https://docker-py.readthedocs.io/](https://docker-py.readthedocs.io/)

Docs/Libs/Docker/05-Networks.md

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+```python
+import docker
+import time
+
+docker_client = docker.DockerClient(base_url="unix://var/run/docker.sock")
+docker_client.ping()
+
+print("All Networks:\n")
+
+all_networks = docker_client.networks.list()
+
+for network in all_networks:
+    print(network.name, network.id)
+
+print("\nNetworks Named host and bridge:\n")
+
+system_networks = docker_client.networks.list(names=["host", "bridge"])
+
+for network in system_networks:
+    print(network.name, network.id)
+
+print("\nNetwork With Custom ID:\n")
+
+custom_id_networks = docker_client.networks.list(
+    ids=["29c9e588bb8e0db6445f2a2278a1c2f42e39dc163c0a404f744dc4139fe47d21"]
+)
+
+for network in custom_id_networks:
+    print(network.name, network.id)
+
+print("\nNetwork With Custom ID (Including Attributes):\n")
+
+custom_id_networks = docker_client.networks.list(
+    ids=["29c9e588bb8e0db6445f2a2278a1c2f42e39dc163c0a404f744dc4139fe47d21"]
+)
+
+for network in custom_id_networks:
+    print(network.name, network.id, network.attrs)
+
+print("\nNetwork With Custom Filter:\n")
+
+filtered_networks = docker_client.networks.list(
+    names=["gitea_default"],
+    filters={"driver": "bridge"}
+)
+
+for network in filtered_networks:
+    if network.attrs["Driver"]:
+        print(network.name, network.id)
+
+print("\nNetwork With Custom Filter (Greedy):\n")
+
+filtered_networks = docker_client.networks.list(
+    names=["gitea_default"],
+    filters={"driver": "bridge"},
+    greedy=True
+)
+
+for network in filtered_networks:
+    if network.attrs["Driver"]:
+        print(network.name, network.id, network.attrs)
+
+```
+
+
+```python
+
+```

Docs/Libs/FastAPI/01-Setup.md

@@ -0,0 +1,100 @@
+# FastAPI – Environment Setup
+
+This document describes the initial setup required to prepare a Python environment for developing a FastAPI application.
+The steps below ensure isolation, dependency management, and reproducibility across environments.
+
+---
+
+## Prerequisites
+
+Before starting, ensure the following are installed on your system:
+
+* Python 3.8 or higher
+* `pip` (Python package manager)
+* `venv` module (included by default with most Python installations)
+
+You can verify your Python version with:
+
+```bash
+python3 --version
+```
+
+---
+
+## Step 1: Create a Virtual Environment
+
+A virtual environment isolates project dependencies and prevents conflicts with system-wide Python packages.
+
+From the project root directory, run:
+
+```bash
+python3 -m venv .venv
+```
+
+This command creates a `.venv` directory containing the isolated Python environment.
+
+---
+
+## Step 2: Activate the Virtual Environment
+
+Activate the virtual environment before installing any dependencies.
+
+### Linux / macOS
+
+```bash
+source .venv/bin/activate
+```
+
+### Windows (PowerShell)
+
+```powershell
+.venv\Scripts\Activate.ps1
+```
+
+After activation, your shell prompt should indicate that the virtual environment is active.
+
+---
+
+## Step 3: Install FastAPI
+
+With the virtual environment activated, install FastAPI using `pip`:
+
+```bash
+pip install fastapi
+```
+
+This installs the FastAPI framework and its required dependencies.
+
+> Note: In a real application, FastAPI is commonly used with an ASGI server such as `uvicorn`, which can be installed later if needed.
+
+---
+
+## Step 4: Freeze Dependencies
+
+To ensure reproducibility across environments (local, CI/CD, staging, production), export the installed dependencies to a requirements file:
+
+```bash
+pip freeze > requirement.txt
+```
+
+This file should be committed to version control and used by deployment pipelines to install exact dependency versions.
+
+---
+
+## Resulting Files
+
+After completing the steps above, your project directory should include:
+
+* `.venv/` – Python virtual environment (should not be committed to VCS)
+* `requirement.txt` – Dependency lock file
+
+---
+
+## Best Practices
+
+* Always activate the virtual environment before working on the project
+* Do not commit `.venv/` to source control
+* Keep `requirement.txt` updated when adding or upgrading dependencies
+* Use the same `requirement.txt` in CI/CD pipelines for consistent builds
+
+---

Docs/Libs/FastAPI/02-Simple-Route.md

@@ -0,0 +1,90 @@
+# FastAPI – Simple Route Example
+
+This document demonstrates how to create a basic FastAPI application with a single HTTP route and how to run it using `uvicorn`, which is the default and recommended ASGI server for FastAPI.
+
+---
+
+## Create a Simple FastAPI Application
+
+Create a Python file named `main.py` and add the following content:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+@app.get("/")
+def home_dir():
+    return {"message": "Home Page"}
+```
+
+### Explanation
+
+* `FastAPI()` initializes the application instance.
+* `@app.get("/")` registers an HTTP GET endpoint at the root path (`/`).
+* The `home_dir` function is the request handler and returns a JSON response.
+* FastAPI automatically handles JSON serialization and response headers.
+
+---
+
+## Running the Application
+
+FastAPI applications are typically run using **uvicorn**, an ASGI server designed for high performance.
+
+### Option 1: Run Using FastAPI CLI (Development Mode)
+
+FastAPI provides a development-friendly CLI wrapper that uses `uvicorn` internally:
+
+```bash
+fastapi dev main.py
+```
+
+This command:
+
+* Starts the application in development mode
+* Enables auto-reload on code changes
+* Automatically binds to a local development interface
+
+---
+
+### Option 2: Run Directly with Uvicorn (Recommended)
+
+For explicit control over runtime configuration, run the application directly with `uvicorn`:
+
+```bash
+uvicorn main:app --reload --host 0.0.0.0 --port 1234
+```
+
+#### Command Breakdown
+
+* `main` → Python file name (without `.py`)
+* `app` → FastAPI application instance
+* `--reload` → Automatically reloads the server on code changes (development only)
+* `--host 0.0.0.0` → Exposes the service on all network interfaces
+* `--port 1234` → Custom application port
+
+---
+
+## Accessing the Application
+
+Once running, the application will be available at:
+
+* API Endpoint:
+  `http://localhost:1234/`
+
+* Interactive API Docs (Swagger UI):
+  `http://localhost:1234/docs`
+
+* Alternative API Docs (ReDoc):
+  `http://localhost:1234/redoc`
+
+---
+
+## Best Practices
+
+* Use `--reload` only in development environments
+* In production, run `uvicorn` behind a process manager (e.g., systemd, Docker, Kubernetes)
+* Explicitly define host and port for containerized and cloud deployments
+* Keep the application entry point (`main:app`) consistent across environments
+

Docs/Libs/FastAPI/03-Get-Method.md

@@ -0,0 +1,169 @@
+# FastAPI – GET Endpoints and JSON Responses
+
+This document demonstrates how to define multiple **GET endpoints** in FastAPI, return JSON responses, and use **path parameters** to retrieve specific data from an in-memory dataset.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/")
+def root_dir():
+    return {"message": "API is working"}
+
+
+@app.get("/users")
+def get_users():
+    return users
+
+
+@app.get("/user/{name_input}")
+def get_user_by_name(name_input: str):
+    for item in users:
+        if item["name"] == name_input:
+            return {"information": item}
+    return {"message": "User not found"}
+```
+
+---
+
+## Code Overview
+
+### Application Initialization
+
+```python
+app = FastAPI()
+```
+
+Initializes the FastAPI application instance.
+
+---
+
+### In-Memory Data Store
+
+```python
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+```
+
+* Simulates a database using a Python list
+* Each user is represented as a JSON-compatible dictionary
+* Suitable for development and testing purposes
+
+---
+
+## Defined Endpoints
+
+### Root Endpoint
+
+```http
+GET /
+```
+
+**Response:**
+
+```json
+{
+  "message": "API is working"
+}
+```
+
+Used as a health check or readiness probe.
+
+---
+
+### Get All Users
+
+```http
+GET /users
+```
+
+**Response:**
+
+```json
+[
+  {"name": "abbas", "age": 20},
+  {"name": "mmd", "age": 37},
+  {"name": "asghar", "age": 19}
+]
+```
+
+Returns the full list of users as JSON.
+
+---
+
+### Get User by Name (Path Parameter)
+
+```http
+GET /user/{name_input}
+```
+
+**Example Request:**
+
+```http
+GET /user/abbas
+```
+
+**Successful Response:**
+
+```json
+{
+  "information": {
+    "name": "abbas",
+    "age": 20
+  }
+}
+```
+
+**Failure Response:**
+
+```json
+{
+  "message": "User not found"
+}
+```
+
+---
+
+## Path Parameters
+
+* `name_input` is a dynamic path parameter
+* Automatically validated and converted to `str` by FastAPI
+* Used to filter data at runtime
+
+---
+
+## Running the Application
+
+Use `uvicorn` to start the service:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Use structured JSON responses (`key: value`) instead of tuples
+* Validate user input when moving beyond in-memory data
+* Replace in-memory storage with a database for production
+* Use proper HTTP status codes (`404`, `200`) in real-world APIs
+* Separate routing, models, and business logic as the project grows
+

Docs/Libs/FastAPI/04-Post-Method.md

@@ -0,0 +1,127 @@
+# FastAPI – POST Endpoint and JSON Input
+
+This section demonstrates how to handle **POST requests** in FastAPI to create new resources using request data and return JSON responses.
+
+---
+
+## Example Application (POST Request)
+
+Extend `main.py` with the following code:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/")
+def home_page():
+    return {"msg": "API is working"}
+
+
+@app.post("/new_user")
+def create_user(name: str, age: int):
+    new_user = {"name": name, "age": age}
+    users.append(new_user)
+    return {"msg": "User created successfully"}
+```
+
+---
+
+## Code Overview
+
+### POST Endpoint Definition
+
+```python
+@app.post("/new_user")
+def create_user(name: str, age: int):
+```
+
+* Registers an HTTP **POST** endpoint at `/new_user`
+* Accepts input parameters:
+
+  * `name` → string
+  * `age` → integer
+* FastAPI automatically validates input types
+
+---
+
+### Creating a New Resource
+
+```python
+new_user = {"name": name, "age": age}
+users.append(new_user)
+```
+
+* Constructs a new user object
+* Appends it to the in-memory `users` list
+* Simulates creating a record in a database
+
+---
+
+### JSON Response
+
+```python
+return {"msg": "User created successfully"}
+```
+
+* Returns a structured JSON response
+* Automatically serialized by FastAPI
+
+---
+
+## Example Request
+
+### Using `curl`
+
+```bash
+curl -X POST "http://localhost:8000/new_user?name=ali&age=25"
+```
+
+### Response
+
+```json
+{
+  "msg": "User created successfully"
+}
+```
+
+---
+
+## Verifying the Result
+
+After creating a user, retrieve the updated list:
+
+```http
+GET /users
+```
+
+Response will now include the newly added user.
+
+---
+
+## Running the Application
+
+Start the FastAPI service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* POST requests should be used to create resources
+* Avoid modifying in-memory data in production environments
+* Use request bodies with Pydantic models instead of query parameters for real APIs
+* Return appropriate HTTP status codes (`201 Created`)
+* Validate and sanitize all client-provided input
+* Replace in-memory storage with persistent databases
+

Docs/Libs/FastAPI/05-Put-Method.md

@@ -0,0 +1,162 @@
+# FastAPI – PUT Method 
+
+This document demonstrates how to use the **HTTP PUT method** in FastAPI to update an existing resource.
+It builds on previous GET and POST examples and completes a basic CRUD-style workflow.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/")
+def home_page():
+    return {"msg": "API is working"}
+
+
+@app.get("/users")
+def show_users():
+    return users
+
+
+@app.post("/create_user")
+def create_user(name: str, age: int):
+    new_user = {"name": name, "age": age}
+    users.append(new_user)
+    return {"msg": f"user {name} with age {age} created"}
+
+
+@app.put("/update_user/{target_name}")
+def update_user(target_name: str, age: int):
+    for user in users:
+        if user["name"] == target_name:
+            user["age"] = age
+            return {"msg": f"user {target_name} updated"}
+    return {"msg": "user not found"}
+```
+
+---
+
+## Code Overview
+
+### PUT Endpoint Definition
+
+```python
+@app.put("/update_user/{target_name}")
+def update_user(target_name: str, age: int):
+```
+
+* Registers an HTTP **PUT** endpoint
+* `target_name` is a **path parameter**
+* `age` is a **query parameter**
+* Used to update an existing user’s data
+
+---
+
+### Update Logic
+
+```python
+for user in users:
+    if user["name"] == target_name:
+        user["age"] = age
+```
+
+* Iterates over the in-memory users list
+* Matches user by name
+* Updates the `age` field in place
+
+---
+
+### Success Response
+
+```json
+{
+  "msg": "user abbas updated"
+}
+```
+
+Returned when the target user exists and is updated successfully.
+
+---
+
+### Failure Response
+
+```json
+{
+  "msg": "user not found"
+}
+```
+
+Returned when no matching user exists.
+
+---
+
+## Example Requests
+
+### Update User Age (PUT)
+
+```bash
+curl -X PUT "http://localhost:8000/update_user/abbas?age=25"
+```
+
+### Verify Update
+
+```http
+GET /users
+```
+
+Updated response:
+
+```json
+[
+  {"name": "abbas", "age": 25},
+  {"name": "mmd", "age": 37},
+  {"name": "asghar", "age": 19}
+]
+```
+
+---
+
+## Running the Application
+
+Start the service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## HTTP Method Summary
+
+| Method | Endpoint              | Purpose                 |
+| ------ | --------------------- | ----------------------- |
+| GET    | `/`                   | Health check            |
+| GET    | `/users`              | Retrieve all users      |
+| POST   | `/create_user`        | Create a new user       |
+| PUT    | `/update_user/{name}` | Update an existing user |
+
+---
+
+## Best Practices
+
+* Use **PUT** for full updates and **PATCH** for partial updates
+* Return proper HTTP status codes (`404`, `200`, `201`)
+* Avoid using in-memory data stores in production
+* Use Pydantic models for request bodies instead of query parameters
+* Add input validation and error handling
+* Separate routes, services, and models as the project grows
+* Make PUT operations idempotent
+

Docs/Libs/FastAPI/06-Delete-Method.md

@@ -0,0 +1,172 @@
+# FastAPI – DELETE Method (Remove Resource)
+
+This document demonstrates how to use the **HTTP DELETE method** in FastAPI to remove an existing resource.
+It completes the CRUD workflow using **GET, POST, PUT, and DELETE** operations.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/")
+def home_page():
+    return {"msg": "API is working"}
+
+
+@app.get("/users")
+def show_users():
+    return users
+
+
+@app.post("/create_user")
+def create_user(name: str, age: int):
+    new_user = {"name": name, "age": age}
+    users.append(new_user)
+    return {"msg": f"user {name} with age {age} created"}
+
+
+@app.put("/update_user/{target_name}")
+def update_user(target_name: str, age: int):
+    for user in users:
+        if user["name"] == target_name:
+            user["age"] = age
+            return {"msg": f"user {target_name} updated"}
+    return {"msg": "user not found"}
+
+
+@app.delete("/delete_user/{target_name}")
+def delete_user(target_name: str):
+    for user in users:
+        if user["name"] == target_name:
+            users.remove(user)
+            return {"msg": f"user {target_name} deleted"}
+    return {"msg": "user not found"}
+```
+
+---
+
+## Code Overview
+
+### DELETE Endpoint Definition
+
+```python
+@app.delete("/delete_user/{target_name}")
+def delete_user(target_name: str):
+```
+
+* Registers an HTTP **DELETE** endpoint
+* `target_name` is a **path parameter**
+* Used to remove a user from the data store
+
+---
+
+### Delete Logic
+
+```python
+for user in users:
+    if user["name"] == target_name:
+        users.remove(user)
+```
+
+* Iterates through the users list
+* Finds a matching user by name
+* Removes the user from the list
+
+---
+
+### Success Response
+
+```json
+{
+  "msg": "user abbas deleted"
+}
+```
+
+Returned when the user is successfully removed.
+
+---
+
+### Failure Response
+
+```json
+{
+  "msg": "user not found"
+}
+```
+
+Returned when the specified user does not exist.
+
+---
+
+## Example Requests
+
+### Delete a User
+
+```bash
+curl -X DELETE "http://localhost:8000/delete_user/abbas"
+```
+
+---
+
+### Verify Deletion
+
+```http
+GET /users
+```
+
+Response:
+
+```json
+[
+  {"name": "mmd", "age": 37},
+  {"name": "asghar", "age": 19}
+]
+```
+
+---
+
+## Running the Application
+
+Start the service with `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## CRUD Endpoint Summary
+
+| Method | Endpoint              | Description        |
+| ------ | --------------------- | ------------------ |
+| GET    | `/`                   | Health check       |
+| GET    | `/users`              | Retrieve all users |
+| POST   | `/create_user`        | Create a user      |
+| PUT    | `/update_user/{name}` | Update a user      |
+| DELETE | `/delete_user/{name}` | Delete a user      |
+
+---
+
+## Best Practices
+
+* Use **DELETE** only for resource removal
+* Return appropriate HTTP status codes (`204`, `404`)
+* Ensure delete operations are idempotent
+* Avoid modifying in-memory data in production
+* Add authentication and authorization for destructive operations
+* Log delete actions for auditability
+* Use database transactions when deleting persistent data
+

Docs/Libs/FastAPI/07-Query-Parameter.md

@@ -0,0 +1,199 @@
+# FastAPI – Query Parameters
+
+This document demonstrates how to use **query parameters** in FastAPI using multiple typing styles, including:
+
+* Native Python union types (`str | None`)
+* `Optional` from `typing`
+* `Annotated` with `Query` validation
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, Query
+from typing import Optional, Annotated
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "abbas", "age": 32},
+    {"name": "abbas", "age": 54},
+    {"name": "abbas", "age": 15},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/")
+def home_page():
+    return {"msg": "API is working"}
+
+
+@app.get("/user")
+def get_users(target_name: str | None = None):
+    if target_name:
+        return [item for item in users if item["name"] == target_name]
+    return users
+
+
+@app.get("/user2")
+def get_users_optional(target_name: Optional[str] = None):
+    if target_name:
+        return [item for item in users if item["name"] == target_name]
+    return users
+
+
+@app.get("/user3")
+def get_users_annotated(
+    target_name: Annotated[str | None, Query(max_length=50)] = None
+):
+    if target_name:
+        return [item for item in users if item["name"] == target_name]
+    return users
+```
+
+---
+
+## Query Parameter Overview
+
+Query parameters are key-value pairs appended to the URL after `?`.
+
+**Example:**
+
+```
+/user?target_name=abbas
+```
+
+---
+
+## Defined Endpoints
+
+### 1. Basic Query Parameter (Python Union Type)
+
+```python
+@app.get("/user")
+def get_users(target_name: str | None = None):
+```
+
+* Uses Python 3.10+ union syntax
+* `target_name` is optional
+* If not provided, all users are returned
+
+**Example Request:**
+
+```
+GET /user?target_name=abbas
+```
+
+---
+
+### 2. Optional Query Parameter (`typing.Optional`)
+
+```python
+@app.get("/user2")
+def get_users_optional(target_name: Optional[str] = None):
+```
+
+* Uses `Optional[str]` for compatibility with older Python versions
+* Behavior is identical to the first endpoint
+
+**Example Request:**
+
+```
+GET /user2?target_name=abbas
+```
+
+---
+
+### 3. Validated Query Parameter (`Annotated + Query`)
+
+```python
+@app.get("/user3")
+def get_users_annotated(
+    target_name: Annotated[str | None, Query(max_length=50)] = None
+):
+```
+
+* Uses `Annotated` for metadata binding
+* Adds validation rules:
+
+  * `max_length=50`
+* Automatically returns validation errors if constraints are violated
+
+**Example Invalid Request:**
+
+```
+GET /user3?target_name=verylongnamethatexceedslimit...
+```
+
+**Response:**
+
+```json
+{
+  "detail": [
+    {
+      "type": "string_too_long",
+      "loc": ["query", "target_name"],
+      "msg": "String should have at most 50 characters",
+      "input": "..."
+    }
+  ]
+}
+```
+
+---
+
+## Example Responses
+
+### Filtered Response
+
+```json
+[
+  {"name": "abbas", "age": 20},
+  {"name": "abbas", "age": 32},
+  {"name": "abbas", "age": 54},
+  {"name": "abbas", "age": 15}
+]
+```
+
+---
+
+### Default Response (No Query Parameter)
+
+```json
+[
+  {"name": "abbas", "age": 20},
+  {"name": "abbas", "age": 32},
+  {"name": "abbas", "age": 54},
+  {"name": "abbas", "age": 15},
+  {"name": "mmd", "age": 37},
+  {"name": "asghar", "age": 19}
+]
+```
+
+---
+
+## Running the Application
+
+Start the service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Use query parameters for filtering and searching
+* Always provide defaults for optional parameters
+* Use `Query()` for validation and constraints
+* Return full datasets when no filters are applied
+* Avoid large in-memory datasets in production
+* Use pagination for large result sets
+* Combine query parameters with database queries in real systems
+

Docs/Libs/FastAPI/08.Status-Codes.md

@@ -0,0 +1,192 @@
+# FastAPI – HTTP Status Codes and Error Handling
+
+This document demonstrates how to use **HTTP status codes** in FastAPI to accurately represent the result of an API operation.
+Correct status codes improve API reliability, observability, and client-side behavior.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, status, HTTPException
+
+app = FastAPI()
+
+users = [
+    {"name": "abbas", "age": 20},
+    {"name": "mmd", "age": 37},
+    {"name": "asghar", "age": 19},
+]
+
+
+@app.get("/", status_code=status.HTTP_200_OK)
+def home_page():
+    return {"msg": "API is working"}
+
+
+@app.get("/users", status_code=status.HTTP_200_OK)
+def show_users():
+    return users
+
+
+@app.post("/create_user", status_code=status.HTTP_201_CREATED)
+def create_user(name: str, age: int):
+    new_user = {"name": name, "age": age}
+    users.append(new_user)
+    return {"msg": f"user {name} with age {age} created"}
+
+
+@app.put("/update_user/{target_name}", status_code=status.HTTP_202_ACCEPTED)
+def update_user(target_name: str, age: int):
+    for user in users:
+        if user["name"] == target_name:
+            user["age"] = age
+            return {"msg": f"user {target_name} updated"}
+    raise HTTPException(
+        status_code=status.HTTP_404_NOT_FOUND,
+        detail="User not found"
+    )
+
+
+@app.delete("/delete_user/{target_name}", status_code=status.HTTP_204_NO_CONTENT)
+def delete_user(target_name: str):
+    for user in users:
+        if user["name"] == target_name:
+            users.remove(user)
+            return
+    raise HTTPException(
+        status_code=status.HTTP_404_NOT_FOUND,
+        detail="User not found"
+    )
+```
+
+---
+
+## Status Code Overview
+
+HTTP status codes communicate the result of an API request to clients and monitoring systems.
+
+| Code | Meaning    | Usage                             |
+| ---- | ---------- | --------------------------------- |
+| 200  | OK         | Successful GET requests           |
+| 201  | Created    | Resource successfully created     |
+| 202  | Accepted   | Update request accepted           |
+| 204  | No Content | Resource deleted successfully     |
+| 404  | Not Found  | Requested resource does not exist |
+
+---
+
+## Endpoint Behavior
+
+### Root Endpoint
+
+```http
+GET /
+```
+
+* Returns HTTP **200 OK**
+* Used as a health check
+
+---
+
+### Create User
+
+```http
+POST /create_user
+```
+
+* Returns HTTP **201 Created**
+* Indicates successful resource creation
+
+---
+
+### Update User
+
+```http
+PUT /update_user/{target_name}
+```
+
+* Returns HTTP **202 Accepted** on success
+* Raises HTTP **404 Not Found** if user does not exist
+
+---
+
+### Delete User
+
+```http
+DELETE /delete_user/{target_name}
+```
+
+* Returns HTTP **204 No Content** on success
+* Returns no response body
+* Raises HTTP **404 Not Found** if user does not exist
+
+---
+
+## Error Handling with `HTTPException`
+
+```python
+raise HTTPException(
+    status_code=status.HTTP_404_NOT_FOUND,
+    detail="User not found"
+)
+```
+
+* Immediately stops request processing
+* Returns structured error responses
+* Automatically serialized by FastAPI
+
+**Error Response Example:**
+
+```json
+{
+  "detail": "User not found"
+}
+```
+
+---
+
+## Example Requests
+
+### Create User
+
+```bash
+curl -X POST "http://localhost:8000/create_user?name=ali&age=25"
+```
+
+### Update User
+
+```bash
+curl -X PUT "http://localhost:8000/update_user/ali?age=30"
+```
+
+### Delete User
+
+```bash
+curl -X DELETE "http://localhost:8000/delete_user/ali"
+```
+
+---
+
+## Running the Application
+
+Start the application using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Always return meaningful HTTP status codes
+* Use `status` module instead of hard-coded numbers
+* Use `HTTPException` for predictable error handling
+* Do not return response bodies with `204 No Content`
+* Align status codes with REST conventions
+* Ensure monitoring systems rely on status codes, not messages
+* Standardize error formats across services
+

Docs/Libs/FastAPI/09-Json-Responce.md

@@ -0,0 +1,122 @@
+# FastAPI – JSONResponse (Explicit JSON Responses)
+
+This document demonstrates how to return **explicit JSON responses** in FastAPI using `JSONResponse`.
+While FastAPI automatically serializes dictionaries to JSON, `JSONResponse` is useful when you need **full control** over the response.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, status
+from fastapi.responses import JSONResponse
+
+app = FastAPI()
+
+
+@app.get("/")
+def home():
+    return JSONResponse(
+        content={"msg": "API is working"},
+        status_code=status.HTTP_200_OK
+    )
+```
+
+---
+
+## Why Use `JSONResponse`
+
+FastAPI automatically converts Python dictionaries into JSON responses.
+However, `JSONResponse` is useful when you need to:
+
+* Explicitly control the response type
+* Set custom status codes dynamically
+* Customize headers
+* Return non-standard JSON structures
+* Override default response behavior
+
+---
+
+## Response Behavior
+
+### Endpoint
+
+```http
+GET /
+```
+
+### Response Body
+
+```json
+{
+  "msg": "API is working"
+}
+```
+
+### HTTP Status Code
+
+```
+200 OK
+```
+
+---
+
+## Comparison: Default Response vs JSONResponse
+
+### Default FastAPI Response
+
+```python
+@app.get("/")
+def home():
+    return {"msg": "API is working"}
+```
+
+* Automatically serialized to JSON
+* Simpler and recommended for most cases
+
+---
+
+### Explicit JSONResponse
+
+```python
+return JSONResponse(
+    content={"msg": "API is working"},
+    status_code=status.HTTP_200_OK
+)
+```
+
+* Explicit control over response
+* Useful for advanced use cases
+
+---
+
+## When to Use `JSONResponse`
+
+* Returning conditional status codes
+* Adding custom headers
+* Returning responses outside standard request flow
+* Building middleware or exception handlers
+* Integrating with legacy systems
+
+---
+
+## Running the Application
+
+Start the application using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Prefer returning dictionaries for simple APIs
+* Use `JSONResponse` only when additional control is required
+* Keep response formats consistent across endpoints
+* Avoid mixing response styles unnecessarily
+* Use response models for structured APIs
+

Docs/Libs/FastAPI/10-Query-Path--AdvancedParm.md

@@ -0,0 +1,238 @@
+# FastAPI – Advanced Path and Query Parameters
+
+This document demonstrates advanced usage of **path parameters** and **query parameters** in FastAPI, including:
+
+* Validation rules
+* Aliases
+* Descriptions for OpenAPI
+* Deprecation flags
+* Clear separation of responsibilities between path and query parameters
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, Query, Path, status
+from fastapi.responses import JSONResponse
+
+app = FastAPI()
+
+users_db = [
+    {"id": "1", "name": "radin"}
+]
+
+
+@app.get("/user/{target_id}")
+def get_user_by_path(
+    target_id: int = Path(
+        ...,
+        alias="User ID",
+        description="Enter target unique ID",
+        deprecated=True,
+    )
+):
+    for item in users_db:
+        if int(item["id"]) == target_id:
+            return JSONResponse(
+                content={"msg": f"Your target user name is {item['name']}"},
+                status_code=status.HTTP_200_OK,
+            )
+
+    return JSONResponse(
+        content={"msg": "user not found"},
+        status_code=status.HTTP_404_NOT_FOUND,
+    )
+
+
+@app.get("/user")
+def get_user_by_query(
+    target: int | None = Query(
+        default=None,
+        gt=0,
+        alias="User ID",
+        description="Enter target unique ID",
+    )
+):
+    for item in users_db:
+        if item["id"] == str(target):
+            return JSONResponse(
+                content={"msg": f"Your target user name is {item['name']}"},
+                status_code=status.HTTP_200_OK,
+            )
+
+    return JSONResponse(
+        content={"msg": "user not found"},
+        status_code=status.HTTP_404_NOT_FOUND,
+    )
+```
+
+---
+
+## Path Parameter Example
+
+### Endpoint
+
+```http
+GET /user/{target_id}
+```
+
+**Example Request:**
+
+```
+/user/1
+```
+
+### Characteristics
+
+* Always required
+* Defined as part of the route
+* Used to identify a specific resource
+* Missing value results in **404 Not Found**
+* Supports validation, aliases, and documentation metadata
+
+---
+
+## Query Parameter Example
+
+### Endpoint
+
+```http
+GET /user?User%20ID=1
+```
+
+### Characteristics
+
+* Optional by default
+* Used for filtering and searching
+* Not part of the route path
+* Supports validation and documentation metadata
+* Uses default values when not provided
+
+---
+
+## Advanced Parameter Configuration
+
+### `Path()` Example
+
+```python
+Path(
+    ...,
+    alias="User ID",
+    description="Enter target unique ID",
+    deprecated=True
+)
+```
+
+* `...` → parameter is required
+* `alias` → custom name in documentation and URL
+* `description` → shown in Swagger UI
+* `deprecated` → marked as deprecated in OpenAPI
+
+---
+
+### `Query()` Example
+
+```python
+Query(
+    default=None,
+    gt=0,
+    alias="User ID",
+    description="Enter target unique ID"
+)
+```
+
+* `gt=0` → value must be greater than zero
+* Optional parameter with validation rules
+* Appears in API documentation
+
+---
+
+## Path vs Query Parameters
+
+### 1. Path Parameters
+
+**What they are**
+Values embedded directly in the URL path that identify a specific resource.
+
+**When to use**
+When the parameter is mandatory and uniquely identifies a resource.
+
+**Example URL**
+
+```
+/users/42
+```
+
+**FastAPI Example**
+
+```python
+@app.get("/users/{user_id}")
+def get_user(user_id: int):
+    return {"user_id": user_id}
+```
+
+**Key Points**
+
+* Always required
+* Part of the route definition
+* Used for IDs and unique identifiers
+* Missing value → 404 error
+
+---
+
+### 2. Query Parameters
+
+**What they are**
+Key-value pairs appended to the URL after `?`.
+
+**When to use**
+For optional filtering, searching, sorting, and pagination.
+
+**Example URL**
+
+```
+/users?limit=10&active=true
+```
+
+**FastAPI Example**
+
+```python
+@app.get("/users")
+def list_users(limit: int = 10, active: bool = True):
+    return {"limit": limit, "active": active}
+```
+
+**Key Points**
+
+* Optional by default
+* Not part of the route path
+* Used to modify or filter results
+* Defaults are used when missing
+
+---
+
+## Side-by-Side Comparison
+
+| Feature       | Path Parameter      | Query Parameter                   |
+| ------------- | ------------------- | --------------------------------- |
+| Location      | Inside URL path     | After `?`                         |
+| Required      | Yes                 | No (by default)                   |
+| Purpose       | Identify a resource | Filter or modify results          |
+| Example       | `/items/5`          | `/items?limit=10`                 |
+| Missing Value | 404 Not Found       | Default value or validation error |
+
+---
+
+## Best Practices
+
+* Use path parameters for resource identification
+* Use query parameters for filtering and modifiers
+* Avoid spaces in parameter aliases for production APIs
+* Deprecate parameters instead of removing them
+* Use validation (`gt`, `lt`, `regex`) for safer APIs
+* Keep URL design consistent across services
+* Prefer response models over manual JSON responses when possible
+

Docs/Libs/FastAPI/11-Post-Types.md

@@ -0,0 +1,226 @@
+# POST Request Types and Content Types
+
+This document explains the **body types of POST requests** and the most common **Content-Types** used in APIs.
+Understanding these formats is essential for building interoperable and production-ready FastAPI services.
+
+---
+
+## POST Request Body Types
+
+A POST request sends data to the server in the **request body**.
+The format of this data is defined by the **Content-Type** header.
+
+---
+
+## 1. Form Data
+
+### Description
+
+Used primarily for HTML form submissions. Common in browser-based applications.
+
+### Content-Type
+
+```
+application/x-www-form-urlencoded
+```
+
+or
+
+```
+multipart/form-data
+```
+
+### Characteristics
+
+* Key-value pairs
+* Supports file uploads (multipart)
+* Common in login and upload forms
+
+### Example
+
+```http
+POST /login
+Content-Type: application/x-www-form-urlencoded
+
+username=admin&password=secret
+```
+
+---
+
+## 2. JSON
+
+### Description
+
+The most common data format for REST APIs.
+
+### Content-Type
+
+```
+application/json
+```
+
+### Characteristics
+
+* Structured, readable, and language-independent
+* Easily parsed and validated
+* Default choice for FastAPI APIs
+
+### Example
+
+```json
+{
+  "name": "abbas",
+  "age": 25
+}
+```
+
+---
+
+## 3. XML
+
+### Description
+
+An older but still widely used data format in enterprise systems and legacy APIs.
+
+### Content-Type
+
+```
+application/xml
+```
+
+or
+
+```
+text/xml
+```
+
+### Characteristics
+
+* Verbose and schema-driven
+* Common in SOAP-based services
+* Less common in modern REST APIs
+
+### Example
+
+```xml
+<user>
+  <name>abbas</name>
+  <age>25</age>
+</user>
+```
+
+---
+
+## 4. Plain Text
+
+### Description
+
+Used when sending raw text without structure.
+
+### Content-Type
+
+```
+text/plain
+```
+
+### Characteristics
+
+* No schema or structure
+* Useful for logs, messages, or simple payloads
+* Requires custom parsing on the server
+
+### Example
+
+```
+Hello FastAPI
+```
+
+---
+
+## 5. Binary Data
+
+### Description
+
+Used for sending non-textual data such as images, videos, or files.
+
+### Content-Type
+
+```
+application/octet-stream
+```
+
+### Characteristics
+
+* Raw binary format
+* Common for file uploads and downloads
+* Requires stream handling
+
+### Example
+
+```
+(binary file data)
+```
+
+---
+
+## 6. GraphQL
+
+### Description
+
+GraphQL uses POST requests to execute queries and mutations.
+
+### Content-Type
+
+```
+application/json
+```
+
+### Characteristics
+
+* Single endpoint
+* Flexible client-driven queries
+* Requires GraphQL server support
+
+### Example
+
+```json
+{
+  "query": "query { users { id name } }"
+}
+```
+
+---
+
+## Common Content Types Summary
+
+| Content-Type                        | Usage                      |
+| ----------------------------------- | -------------------------- |
+| `application/json`                  | REST APIs (default)        |
+| `application/x-www-form-urlencoded` | HTML forms                 |
+| `multipart/form-data`               | Forms with file uploads    |
+| `application/xml`                   | Legacy / SOAP APIs         |
+| `text/plain`                        | Raw text                   |
+| `application/octet-stream`          | Binary data                |
+| `application/graphql`               | GraphQL (rare, often JSON) |
+
+---
+
+## FastAPI Considerations
+
+* JSON is the recommended default for FastAPI
+* Use Pydantic models for JSON validation
+* Use `Form()` and `File()` for form and file uploads
+* Always validate content type in production APIs
+* Document supported content types clearly
+
+---
+
+## Best Practices
+
+* Choose the simplest format that meets requirements
+* Prefer `application/json` for APIs
+* Avoid XML unless required by integration
+* Secure file uploads (size limits, scanning)
+* Validate all incoming request bodies
+* Be explicit about supported Content-Types
+

Docs/Libs/FastAPI/12-From-Post.md

@@ -0,0 +1,165 @@
+# FastAPI – POST Requests with Form Data
+
+This document demonstrates how to handle **form-based POST requests** in FastAPI using the `Form()` dependency.
+Form data is commonly used in **HTML forms**, authentication flows, and legacy systems.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, Form, status
+from fastapi.responses import JSONResponse
+
+app = FastAPI()
+
+users_db = [
+    {"id": "1", "name": "radin", "password": "123"}
+]
+
+
+@app.post("/user/")
+def get_user_from_form(
+    target: int = Form(
+        ...,
+        gt=0,
+        alias="User ID",
+        description="Enter target unique ID",
+    )
+):
+    for item in users_db:
+        if item["id"] == str(target):
+            return JSONResponse(
+                content={"msg": f"Your target user name is {item['name']}"},
+                status_code=status.HTTP_200_OK,
+            )
+
+    return JSONResponse(
+        content={"msg": "user not found"},
+        status_code=status.HTTP_404_NOT_FOUND,
+    )
+```
+
+---
+
+## Form Data Overview
+
+### What is Form Data
+
+Form data is sent in the request body using:
+
+```
+Content-Type: application/x-www-form-urlencoded
+```
+
+or
+
+```
+multipart/form-data
+```
+
+FastAPI requires the `Form()` dependency to explicitly declare form inputs.
+
+---
+
+## Endpoint Behavior
+
+### Endpoint
+
+```http
+POST /user/
+```
+
+### Request Body (Form Data)
+
+```
+User ID=1
+```
+
+### Example Using `curl`
+
+```bash
+curl -X POST "http://localhost:8000/user/" \
+  -H "Content-Type: application/x-www-form-urlencoded" \
+  -d "User ID=1"
+```
+
+---
+
+## Response Examples
+
+### Success Response
+
+```json
+{
+  "msg": "Your target user name is radin"
+}
+```
+
+Status Code: **200 OK**
+
+---
+
+### Failure Response
+
+```json
+{
+  "msg": "user not found"
+}
+```
+
+Status Code: **404 Not Found**
+
+---
+
+## `Form()` Parameter Configuration
+
+```python
+Form(
+    ...,
+    gt=0,
+    alias="User ID",
+    description="Enter target unique ID"
+)
+```
+
+| Parameter     | Description                     |
+| ------------- | ------------------------------- |
+| `...`         | Field is required               |
+| `gt=0`        | Value must be greater than zero |
+| `alias`       | Custom form field name          |
+| `description` | Displayed in API docs           |
+
+---
+
+## Swagger / OpenAPI Behavior
+
+* Form fields appear as input fields
+* Aliases are reflected in the UI
+* Validation rules are enforced automatically
+* Errors are returned with clear messages
+
+---
+
+## Running the Application
+
+Start the service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Use form data only when required (e.g. HTML forms)
+* Prefer JSON for APIs and services
+* Avoid exposing sensitive fields in plain form data
+* Use HTTPS for all form submissions
+* Validate and sanitize all inputs
+* Use authentication and hashing for passwords
+* Do not store credentials in plain text
+

Docs/Libs/FastAPI/13-Body-Post.md

@@ -0,0 +1,161 @@
+# FastAPI – POST Requests with JSON Body (`Body`)
+
+This document demonstrates how to receive data from the **request body** using `Body()` in FastAPI.
+This approach is commonly used when clients send **JSON payloads**.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, Body, status
+from fastapi.responses import JSONResponse
+
+app = FastAPI()
+
+users_db = [
+    {"id": "1", "name": "radin", "password": "123"}
+]
+
+
+@app.post("/user/")
+def get_user_from_body(
+    target: int = Body(
+        ...,
+        embed=True,
+        gt=0,
+        alias="User ID",
+        description="Enter target unique ID",
+    )
+):
+    for item in users_db:
+        if item["id"] == str(target):
+            return JSONResponse(
+                content={"msg": f"Your target user name is {item['name']}"},
+                status_code=status.HTTP_200_OK,
+            )
+
+    return JSONResponse(
+        content={"msg": "user not found"},
+        status_code=status.HTTP_404_NOT_FOUND,
+    )
+```
+
+---
+
+## JSON Body Overview
+
+### What Is a Request Body
+
+The request body contains structured data sent by the client, most commonly as **JSON**.
+
+**Content-Type:**
+
+```
+application/json
+```
+
+---
+
+## Request Format
+
+### Example JSON Payload
+
+```json
+{
+  "User ID": 1
+}
+```
+
+* `embed=True` requires the value to be wrapped inside a JSON object
+* The key name is controlled by the `alias`
+
+---
+
+## Example Request Using `curl`
+
+```bash
+curl -X POST "http://localhost:8000/user/" \
+  -H "Content-Type: application/json" \
+  -d '{"User ID": 1}'
+```
+
+---
+
+## Response Examples
+
+### Success Response
+
+```json
+{
+  "msg": "Your target user name is radin"
+}
+```
+
+Status Code: **200 OK**
+
+---
+
+### Failure Response
+
+```json
+{
+  "msg": "user not found"
+}
+```
+
+Status Code: **404 Not Found**
+
+---
+
+## `Body()` Parameter Configuration
+
+```python
+Body(
+    ...,
+    embed=True,
+    gt=0,
+    alias="User ID",
+    description="Enter target unique ID"
+)
+```
+
+| Parameter     | Purpose                          |
+| ------------- | -------------------------------- |
+| `...`         | Field is required                |
+| `embed=True`  | Wraps the value in a JSON object |
+| `gt=0`        | Validates input value            |
+| `alias`       | Custom JSON key name             |
+| `description` | Shown in API documentation       |
+
+---
+
+## Swagger / OpenAPI Behavior
+
+* JSON schema is automatically generated
+* Validation errors are returned if rules are violated
+* Aliases and descriptions appear in Swagger UI
+* Request body is clearly documented
+
+---
+
+## Running the Application
+
+Start the service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Prefer request body over query parameters for POST requests
+* Use Pydantic models instead of raw `Body()` for complex payloads
+* Keep JSON structures consistent
+* Avoid spaces in JSON keys for production APIs
+* Never send sensitive data in plain text
+* Use HTTPS for all JSON-based APIs

Docs/Libs/FastAPI/14-File-Post.md

@@ -0,0 +1,167 @@
+# FastAPI – POST Requests with File Uploads
+
+This document demonstrates how to handle **file uploads** in FastAPI.
+File uploads are essential for APIs that need to receive **images, documents, or binary data** from clients.
+
+---
+
+## Example Application
+
+Create or update `main.py` with the following content:
+
+```python
+from fastapi import FastAPI, File, UploadFile, status
+from fastapi.responses import JSONResponse
+from typing import List
+
+app = FastAPI()
+
+users_db = [
+    {"id": "1", "name": "radin", "password": "123"}
+]
+
+
+@app.post("/file")
+def upload_file_bytes(file: bytes = File(...)):
+    """
+    Receive file as raw bytes.
+    Returns the size of the uploaded file.
+    """
+    return {"file_size": len(file)}
+
+
+@app.post("/uploadfile")
+def upload_file_uploadfile(file: UploadFile):
+    """
+    Receive file as UploadFile.
+    Returns filename, content type, and size.
+    """
+    content = file.read()
+    return {
+        "filename": file.filename,
+        "content_type": file.content_type,
+        "file_size": len(content)
+    }
+
+
+@app.post("/uploadmultifile")
+def upload_multiple_files(files: List[UploadFile]):
+    """
+    Receive multiple files as UploadFile list.
+    Returns filenames and content types.
+    """
+    return [
+        {"filename": file.filename, "content_type": file.content_type}
+        for file in files
+    ]
+```
+
+---
+
+## File Upload Methods
+
+### 1. `File` as Bytes
+
+* Accepts the uploaded file as raw bytes
+* Suitable for small files or direct in-memory processing
+* Fast but lacks metadata (filename, content type)
+
+**Example Request (curl):**
+
+```bash
+curl -X POST "http://localhost:8000/file" \
+  -F "file=@example.txt"
+```
+
+**Response:**
+
+```json
+{
+  "file_size": 128
+}
+```
+
+---
+
+### 2. `UploadFile`
+
+* Accepts file as `UploadFile` object
+* Provides metadata: `filename` and `content_type`
+* Supports `.read()`, `.write()`, and `.seek()` operations
+* More efficient for large files (uses spooled temporary files)
+
+**Example Request (curl):**
+
+```bash
+curl -X POST "http://localhost:8000/uploadfile" \
+  -F "file=@example.txt"
+```
+
+**Response:**
+
+```json
+{
+  "filename": "example.txt",
+  "content_type": "text/plain",
+  "file_size": 128
+}
+```
+
+---
+
+### 3. Multiple File Uploads
+
+* Accepts a list of `UploadFile`
+* Allows uploading multiple files in one request
+* Useful for batch uploads or form submissions
+
+**Example Request (curl):**
+
+```bash
+curl -X POST "http://localhost:8000/uploadmultifile" \
+  -F "files=@file1.txt" \
+  -F "files=@file2.txt"
+```
+
+**Response:**
+
+```json
+[
+  {"filename": "file1.txt", "content_type": "text/plain"},
+  {"filename": "file2.txt", "content_type": "text/plain"}
+]
+```
+
+---
+
+## Content-Type
+
+For file uploads, the request must include:
+
+```
+Content-Type: multipart/form-data
+```
+
+* Each file is sent as a separate part in the multipart request
+
+---
+
+## Running the Application
+
+Start the service using `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+---
+
+## Best Practices
+
+* Use `UploadFile` for large or multiple files
+* Validate file type and size on the server
+* Avoid loading very large files fully into memory
+* Use HTTPS for secure file transfer
+* Store files in dedicated storage (S3, local disk, or DB)
+* Return clear metadata (filename, size, content type) to clients
+* Support multiple files when needed for batch operations

Docs/Libs/FastAPI/15-Life-Span.md

@@ -0,0 +1,121 @@
+    # FastAPI – Application Lifespan (Startup & Shutdown Events)
+
+FastAPI allows you to run code when your application **starts up** or **shuts down**.
+This is useful for initializing resources, database connections, caches, or background tasks.
+
+---
+
+## Deprecated Method: `@app.on_event`
+
+Older FastAPI versions use the `@app.on_event` decorator for lifecycle events:
+
+```python
+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+@app.on_event("startup")
+def on_startup():
+    print("App is loading")
+
+
+@app.on_event("shutdown")
+def on_shutdown():
+    print("App is shutting down")
+```
+
+### Characteristics
+
+* `startup` runs once when the app starts
+* `shutdown` runs once when the app is stopped
+* Works for synchronous and asynchronous functions
+* Still supported but **deprecated** in favor of the `lifespan` parameter
+
+---
+
+## Recommended Modern Approach: `lifespan` with `asynccontextmanager`
+
+FastAPI now recommends using the `lifespan` parameter in the `FastAPI` constructor.
+This uses Python's `asynccontextmanager` to define a **single lifecycle context**.
+
+```python
+from fastapi import FastAPI
+from contextlib import asynccontextmanager
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    # Code to run before the app starts
+    print("App is loading")
+    yield  # Application runs after this point
+    # Code to run after the app stops
+    print("App is shutting down")
+
+app = FastAPI(lifespan=lifespan)
+```
+
+### How It Works
+
+1. Code **before `yield`** executes on startup
+2. Code **after `yield`** executes on shutdown
+3. Supports async operations, e.g., connecting to a database
+
+---
+
+## Example: Using Lifespan for Database Initialization
+
+```python
+from fastapi import FastAPI
+from contextlib import asynccontextmanager
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    app.state.db = await connect_to_db()
+    print("Database connected")
+    yield
+    await app.state.db.close()
+    print("Database disconnected")
+
+app = FastAPI(lifespan=lifespan)
+```
+
+* `app.state` is used to store shared resources
+* Clean startup and shutdown handling
+* Ensures proper resource cleanup
+
+---
+
+## Benefits of the Lifespan Approach
+
+* Centralized lifecycle management
+* Cleaner async support
+* Avoids multiple scattered `@app.on_event` decorators
+* Better for testing and production-ready apps
+
+---
+
+## Running the Application
+
+Start the service with `uvicorn`:
+
+```bash
+uvicorn main:app --reload
+```
+
+* On startup, `App is loading` prints to the console
+* On shutdown (Ctrl+C), `App is shutting down` prints to the console
+
+---
+
+## Best Practices
+
+* Always use `lifespan` for new applications
+* Use `app.state` to store shared resources
+* Close database connections, caches, or background services in shutdown
+* Keep startup logic lightweight to avoid blocking the server
+* Avoid printing in production; use logging instead
+
+---
+
+This approach provides a **modern, production-ready pattern** for managing application startup and shutdown events in FastAPI.
+

Docs/Services/FastAPI/01-Setup.md

@@ -1,12 +0,0 @@
-```bash
-python3 -m venv .venv
-```
-
-
-```bash
-pip install fastapi
-```
-
-```bash
-pip freeze > requirment.txt
-```

Docs/Services/FastAPI/02-Simple-Route.md

@@ -1,21 +0,0 @@
-```python
-from fastapi import FastAPI
-
-app = FastAPI()
-
-
-@app.get("/")
-def home_dir():
-    return {"message": "Home Pag"}
-```
-
-```bash
-fastapi dev main.py
-```
-use uvicorn as defualt runner 
-or
-we can run with uvicorn command
-```bash
-uvicorn main:app --reload --host 0.0.0.0 --port 1234
-```
-

Docs/Services/FastAPI/03-Get-Post-Json.md

@@ -1,27 +0,0 @@
-```python
-
-from fastapi import FastAPI
-
-app = FastAPI()
-
-users = [
-    {'name': 'abbas ' , 'age': '20'},
-    {'name': 'mmd ' , 'age': '37'},
-    {'name': 'asghar ' , 'age': '19'}
-]
-
-@app.get("/")
-def root_dir:
-    return {'message' , 'api is working'}
-
-@app.get("/users")
-def home_dir():
-    return users
-
-@app.get("/user/{name_input}")
-def read_item(name_input: str):
-   for item in users:
-        if item["name"] == name_input:
-            return {"information": item}
-    return {"message" , "not worked"}
-```