## Cloud Providers - Sponsors

Some cloud providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, this ensures the continued and healthy **development** of FastAPI and its **ecosystem**.

And it shows their true commitment to FastAPI and its **community** (you), as they not only want to provide you a **good service** but also want to make sure you have a **good and healthy framework**, FastAPI. 🙇

prometheus format and can be scraped by a prometheus server.
The metrics are exposed at the http://localhost:9101/metrics endpoint.

For etcd 3.1+, the
[go-grpc-prometheus](https://github.com/grpc-ecosystem/go-grpc-prometheus)
metrics format, which backward incompatibly replaces the 3.0 legacy grpc metric
format, is exposed in both the 3.1 format and in the 3.0. This preserves
backward compatibility.

Gradle provides an improved model for this, which doesn't have the weakness of classifiers: attributes.

In particular, in the Java ecosystem, Gradle provides a built-in attribute that library authors can use to express compatibility with the Java ecosystem: `org.gradle.jvm.version`.
This attribute expresses the _minimal version that a consumer must have in order to work properly_.

    such as TPUs, portable neural hardware in phones, and other custom ASICs
*   People writing language bindings that want to take advantage of optimizing
    compilers and hardware acceleration.

The TensorFlow ecosystem contains a number of compilers and optimizers that
operate at multiple levels of the software and hardware stack. We expect the
gradual adoption of MLIR to simplify every aspect of this stack.

# Vulnerability Management Policy

This document formally describes the process of addressing and managing a
reported vulnerability that has been found in the MinIO server code base,
any directly connected ecosystem component or a direct / indirect dependency
of the code base.

## Scope

The vulnerability management policy described in this document covers the
process of investigating, assessing and resolving a vulnerability report

The values `java-api-*` and `java-runtime-*` are now deprecated and replaced by a new combination.

The values for the Java ecosystem are now limited to `java-api` / `java-runtime` combined with the relevant value for `org.gradle.libraryelements`.

Values for the native ecosystem remain unaffected.

import org.gradle.api.tasks.testing.Test;

import javax.inject.Inject;
import java.util.Collections;

/**
 * A toolchain for testing JVM projects.  Toolchains provide the dependencies and test framework for a given JVM testing ecosystem.
 *
 * @since 8.5
 */
public interface JvmTestToolchain<T extends JvmTestToolchainParameters> {
    /**
     * Creates a test framework for the given test task.
     */

The values `java-api-*` and `java-runtime-*` are now deprecated and replaced by a new combination.

The values for the Java ecosystem are now limited to `java-api` / `java-runtime` combined with the relevant value for `org.gradle.libraryelements`.

Values for the native ecosystem remain unaffected.

import javax.annotation.Nullable;

/**
 * Details about an artifact selection in the context of a dependency substitution.
 *
 * Artifact selections are handy as a migration path from the Maven or Ivy ecosystem,
 * where different "variants" are actually represented as different artifacts, with
 * specific (type, extension, classifier) sub-coordinates, in addition to the GAV
 * (group, artifact, version) coordinates.
 *

recommend using the "official" serialization stack in `k8s.io/apimachinery`.
Directly serializing these types to proto will not result in data that matches
the wire format or is compatible with other kubernetes ecosystem tools. The
reason is that the wire format includes a magic prefix and an envelope proto.
Please see:
https://kubernetes.io/docs/reference/using-api/api-concepts/#protobuf-encoding