This document focuses on showing a working example on how to use Object Lambda with MinIO, you must have [MinIO deployed in your environment](https://min.io/docs/minio/linux/operations/installation.html) before you can start using external lambda functions. You also must install Python version 3.8 or later for the lambda handlers to work.

## Example Lambda handler

Install the necessary dependencies.
```sh

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This README provides quickstart instructions on running MinIO on bare metal hardware, including container-based installations. For Kubernetes environments, use the [MinIO Kubernetes Operator](https://github.com/minio/operator/blob/master/README.md).

## Container Installation

Use the following commands to run a standalone MinIO server as a container.

@REM -----------------------------------------------------------------------------
@REM Apache Maven Startup Script
@REM
@REM Environment Variable Prerequisites
@REM
@REM   JAVA_HOME         (Optional) Points to a Java installation.
@REM   MAVEN_ARGS        (Optional) Arguments passed to Maven before CLI arguments.
@REM   MAVEN_BATCH_ECHO  (Optional) Set to 'on' to enable the echoing of the batch commands.

success.reindex_started=Réindexation commencée.
success.bulk_process_started=Le processus en lot est démarré.
success.print_thread_dump=Dump du thread ajouté dans le fichier journal.
success.install_plugin=Installation du plugin {0}.
success.delete_plugin=Suppression du plugin {0}.
success.upload_file_to_storage=Chargé {0}
success.sso_logout=Déconnecté
success.update_storage_tags=Tags mis à jour pour {0}.

[values_types.proto](../operator/pkg/apis/istio/v1alpha1/values_types.proto).

## IstioOperatorSpec API

The `IstioOperatorSpec` API is intended to replace the installation and K8s parts of Helm values.yaml.

### Features and components

The operator has a very similar structure to istio/installer: components are grouped into features.

                    mavenOptions.altInstallationSettings().get());

            if (!Files.isRegularFile(installationSettingsFile)) {
                throw new FileNotFoundException(
                        "The specified installation settings file does not exist: " + installationSettingsFile);
            }
        } else {
            String installationSettingsFileStr =

  if len(curr_version) > 1:
    print('WARNING: current clang installation is not a release version.\n')

  curr_version = curr_version[0]
  curr_version_int = convert_version_to_int(curr_version)
  # Check if current clang version can be detected properly.
  if not curr_version_int:
    print('WARNING: current clang installation version unknown.\n')
    return None

Linux will then send new connections to one of the processes (first to accept wins, so effectively random).

This still requires delicate sequencing.
Consider a rolling restart of the DaemonSet; the default configuration for Istio's installation.
We will do the following:

1. `ztunnel-new` starts, connects to CNI.
1. CNI sends the current state of all pods on the node. Ztunnel establishes listeners in each pod running on the node, and marks itself "ready".

Nevertheless, if you just use `pip` directly, the packages would be installed in your **global Python environment** (the global installation of Python).

### The Problem

So, what's the problem with installing packages in the global Python environment?