RUN curl https://dl.google.com/dl/cloudsdk/channels/rapid/downloads/google-cloud-cli-linux-x86_64.tar.gz | \
    tar zxf - google-cloud-sdk && \
    google-cloud-sdk/install.sh --quiet && \
    ln -s /google-cloud-sdk/bin/gcloud /usr/bin/gcloud
ENV PATH="$PATH:/google-cloud-sdk/bin/:/usr/local/cuda/bin/"

# Download and install patchelf v0.18.0 from GitHub. The default Ubuntu focal

# Release jobs are very basic. They don't use any caching or RBE,
# but they do upload logs to resultstore.
# IMPORTANT: trailing slash is required on GCS URIs, as it tells gcloud to
# pretend the path is a directory.
TFCI_ARTIFACT_FINAL_GCS_ENABLE=1
TFCI_ARTIFACT_FINAL_GCS_SA_PATH="${KOKORO_KEYSTORE_DIR}/73361_tensorflow_release_binary_uploader_service_account"

# a service account that has the right permissions to be able to do so.
set +x
if [[ -n "${GOOGLE_APPLICATION_CREDENTIALS:-}" ]]; then
  # Python 3.12 removed the module `imp` which is needed by gcloud CLI so we set
  # `CLOUDSDK_PYTHON` to Python 3.11 which is the system Python on TFCI Mac
  # VMs.
  pyenv install -s "3.11"
  if [[ $? -eq 0 ]]; then
    pyenv local "3.11"

# Upload all build artifacts to e.g. gs://tensorflow/versions/2.16.0-rc1 (releases) or
# gs://tensorflow/nightly/2.16.0-dev20240105 (nightly), overwriting previous values.
if [[ "$TFCI_ARTIFACT_FINAL_GCS_ENABLE" == 1 ]]; then
  gcloud auth activate-service-account --key-file="$TFCI_ARTIFACT_FINAL_GCS_SA_PATH"

  # $TF_VER_FULL will resolve to e.g. "2.15.0-rc2". Since $TF_VER_FULL comes

# FastAPI bei Cloudanbietern deployen { #deploy-fastapi-on-cloud-providers }

Sie können praktisch **jeden Cloudanbieter** verwenden, um Ihre FastAPI-Anwendung bereitzustellen.

In den meisten Fällen bieten die großen Cloudanbieter Anleitungen zum Deployment von FastAPI an.

## FastAPI Cloud { #fastapi-cloud }

**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** wurde vom selben Autor und Team hinter **FastAPI** entwickelt.

Вы можете использовать практически любого облачного провайдера, чтобы развернуть свое приложение на FastAPI.

В большинстве случаев у основных облачных провайдеров есть руководства по развертыванию FastAPI на их платформе.

## FastAPI Cloud { #fastapi-cloud }

# Deploy FastAPI on Cloud Providers { #deploy-fastapi-on-cloud-providers }

You can use virtually **any cloud provider** to deploy your FastAPI application.

In most of the cases, the main cloud providers have guides to deploy FastAPI with them.

## FastAPI Cloud { #fastapi-cloud }

**<a href="https://fastapicloud.com" class="external-link" target="_blank">FastAPI Cloud</a>** is built by the same author and team behind **FastAPI**.

Puedes usar prácticamente **cualquier proveedor de nube** para desplegar tu aplicación FastAPI.

En la mayoría de los casos, los principales proveedores de nube tienen guías para desplegar FastAPI con ellos.

## FastAPI Cloud { #fastapi-cloud }

# Implantar FastAPI em provedores de nuvem { #deploy-fastapi-on-cloud-providers }

Você pode usar praticamente **qualquer provedor de nuvem** para implantar seu aplicativo FastAPI.

Na maioria dos casos, os principais provedores de nuvem têm tutoriais para implantar o FastAPI com eles.

## FastAPI Cloud { #fastapi-cloud }

vfs.cloud9.eu-north-1.amazonaws.com
vfs.cloud9.eu-south-1.amazonaws.com
vfs.cloud9.eu-west-1.amazonaws.com
vfs.cloud9.eu-west-2.amazonaws.com
vfs.cloud9.eu-west-3.amazonaws.com
vfs.cloud9.il-central-1.amazonaws.com
vfs.cloud9.me-south-1.amazonaws.com
vfs.cloud9.sa-east-1.amazonaws.com
vfs.cloud9.us-east-1.amazonaws.com
vfs.cloud9.us-east-2.amazonaws.com
vfs.cloud9.us-west-1.amazonaws.com
vfs.cloud9.us-west-2.amazonaws.com