# Install pacman packages.
RUN C:\tools\msys64\usr\bin\bash.exe -lc \
  'pacman --noconfirm -Syy curl git patch vim unzip zip'

# Install Python as a general utility/tool.
ENV PYTHON_VERSION 3.12.3

RUN $url = ('https://www.python.org/ftp/python/{0}/python-{0}-amd64.exe' -f $env:PYTHON_VERSION); \
	Write-Host ('Downloading {0} ...' -f $url); \

{* ../../docs_src/response_model/tutorial003_01_py310.py hl[7:10,13:14,18] *}

Damit erhalten wir Tool-Unterstützung, vom Editor und mypy, da dieser Code hinsichtlich der Typen korrekt ist, aber wir erhalten auch die Datenfilterung von FastAPI.

Wie funktioniert das? Schauen wir uns das mal an. 🤓

# Contributing to the Gradle Build Tool

Thank you for your interest in contributing to Gradle!
This guide explains how to contribute to the core Gradle components, 
extensions and documentation located in this repository.
For other extensions and components, see the 
[Gradle Community Resources](https://gradle.org/resources/).

This guide will help you to...

* maximize the chance of your changes being accepted
* work on the Gradle code base

Es verwendet unter der Haube Marshmallow, um die Datenvalidierung durchzuführen. Und es wurde von denselben Entwicklern erstellt.

Es ist ein großartiges Tool und ich habe es auch oft verwendet, bevor ich **FastAPI** hatte.

/// info | Info

Webargs wurde von denselben Marshmallow-Entwicklern erstellt.

///

/// check | Inspirierte **FastAPI**

#dee2e6;\n}\n\n.card-primary.card-outline-tabs > .card-header a.active,\n.card-primary.card-outline-tabs > .card-header a.active:hover {\n  border-top: 3px solid #007bff;\n}\n\n.bg-primary > .card-header .btn-tool,\n.bg-gradient-primary > .card-header .btn-tool,\n.card-primary:not(.card-outline) > .card-header .btn-tool {\n  color: rgba(255, 255, 255, 0.8);\n}\n\n.bg-primary > .card-header .btn-tool:hover,\n.bg-gradient-primary > .card-header .btn-tool:hover,\n.card-primary:not(.card-outline) > .card-header .btn-tool:hover...

 *
 * Copy WireSharkKeyLoggerListener to your test code to use in development.
 *
 * This logs TLSv1.2 on a JVM (OpenJDK 11+) without any additional code.  For TLSv1.3
 * an existing external tool is required.
 *
 * See https://stackoverflow.com/questions/61929216/how-to-log-tlsv1-3-keys-in-jsse-for-wireshark-to-decode-traffic
 *
 * Steps to run in your own code
 *

    This is a reference for the Maven Toolchains descriptor.
    <p>The default location for the toolchains file is {@code ~/.m2/toolchains.xml}
    <p>A Toolchain is a preconfigured object that Maven plugins can use for tool configuration retrieval (location and other information).
    <p>The <a href="/plugins/maven-toolchains-plugin/">toolchains-plugin</a> can read available toolchains on the user's computer

// Copyright 2024 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// This program can be used as go_ios_$GOARCH_exec by the Go tool. It executes
// binaries on the iOS Simulator using the XCode toolchain.
package main

import (
	"fmt"
	"go/build"
	"log"
	"os"
	"os/exec"
	"path/filepath"
	"runtime"
	"strings"
	"syscall"
)

    -   Uses `pycpp.sh`, `code_check_changed_files.sh`

These "env" files match up with an environment matrix that roughly covers:

-   Different Python versions
-   Linux, MacOS, and Windows machines (these pool definitions are internal)
-   x86 and arm64
-   CPU-only, or with NVIDIA CUDA support (Linux only), or with TPUs

## How to Test Your Changes to TensorFlow

You may check how your changes will affect TensorFlow by:

/// note

It doesn't matter what you type in the form, it won't work yet. But we'll get there.

///

This is of course not the frontend for the final users, but it's a great automatic tool to document interactively all your API.

It can be used by the frontend team (that can also be yourself).

It can be used by third party applications and systems.