# shellcheck disable=SC2001
        # We have distance to subversion (v1.1.0-subversion-1-gCommitHash)
        KUBE_GIT_VERSION=$(echo "${KUBE_GIT_VERSION}" | sed "s/-\([0-9]\{1,\}\)-g\([0-9a-f]\{14\}\)$/.\1\+\2/")
      elif [[ "${DASHES_IN_VERSION}" == "--" ]] ; then
        # shellcheck disable=SC2001
        # We have distance to base tag (v1.1.0-1-gCommitHash)
        KUBE_GIT_VERSION=$(echo "${KUBE_GIT_VERSION}" | sed "s/-g\([0-9a-f]\{14\}\)$/+\1/")

    else:
        ref = refs[basename]

    # remove extra content from the top of files
    if extension in ("go", "generatego"):
        data, found = regexs["go_build_constraints"].subn("", data, 1)
    elif extension in ["sh", "py"]:
        data, found = regexs["shebang"].subn("", data, 1)

    data = data.splitlines()

    # if our test file is smaller than the reference it surely fails!
    if len(ref) > len(data):

_API_MODULE = _sys.modules[__name__].bitwise
_tf_api_dir = _os.path.dirname(_os.path.dirname(_API_MODULE.__file__))
_current_module = _sys.modules[__name__]

if not hasattr(_current_module, "__path__"):
  __path__ = [_tf_api_dir]
elif _tf_api_dir not in __path__:
  __path__.append(_tf_api_dir)

# Hook external TensorFlow modules.

# Load tensorflow-io-gcs-filesystem if enabled
if (_os.getenv("TF_USE_MODULAR_FILESYSTEM", "0") == "true" or

            } else if (location instanceof FileLocation) { // generic class must be after the subclasses in the if-elseif chain.
                FileLocation fileLocation = (FileLocation) location;
                return new org.gradle.internal.build.event.types.DefaultFileLocation(fileLocation.getPath());

                new_errors = ValidationError(  # type: ignore[call-arg]
                    errors=[error], model=RequestErrorModel
                ).errors()
                use_errors.extend(new_errors)
            elif isinstance(error, list):
                use_errors.extend(_normalize_errors(error))
            else:
                use_errors.append(error)
        return use_errors

_current_module = _sys.modules[__name__]
_tf_api_dir = _os.path.dirname(_os.path.dirname(_API_MODULE.__file__))
if not hasattr(_current_module, "__path__"):
  __path__ = [_tf_api_dir]
elif _tf_api_dir not in __path__:
  __path__.append(_tf_api_dir)

# Hook external TensorFlow modules.
# Import compat before trying to import summary from tensorboard, so that

  echo "'${1}': $elapsed" >> "${ARTIFACTS}/trace.yaml"
  { set -x; } 2>/dev/null
}

function setup_gcloud_credentials() {
  if [[ $(command -v gcloud) ]]; then
    gcloud auth configure-docker us-docker.pkg.dev -q
  elif [[ $(command -v docker-credential-gcr) ]]; then
    docker-credential-gcr configure-docker --registries=-us-docker.pkg.dev
  else
    echo "No credential helpers found, push to docker may not function properly"
  fi
}

case "${E2E_TEST_DEBUG_TOOL:-ginkgo}" in
  ginkgo)
    program=("${ginkgo}")
    if [[ -n "${GINKGO_PARALLEL_NODES:-}" ]]; then
      program+=("--nodes=${GINKGO_PARALLEL_NODES}")
    elif [[ ${GINKGO_PARALLEL} =~ ^[yY]$ ]]; then
      program+=("--nodes=25")
    fi
    program+=("${ginkgo_args[@]:+${ginkgo_args[@]}}")
    ;;
  delve) program=("dlv" "exec") ;;
  gdb) program=("gdb") ;;

    echo ' (if your reviewer is okay with it).'
    if [ "$strict" ]; then
        echo
        echo 'golangci-strict.yaml was used as configuration. Warnings must be fixed in'
        echo 'new or modified code.'
    elif [ "$hints" ]; then
        echo
        echo 'golangci-hints.yaml was used as configuration. Some of the reported issues may'
        echo 'have to be fixed while others can be ignored, depending on the circumstances'

    kube::util::read-array KUBE_CLIENT_PLATFORMS < <(kube::golang::dups \
        "${platforms[@]}" \
        "${KUBE_SUPPORTED_CLIENT_PLATFORMS[@]}" \
      )
    readonly KUBE_CLIENT_PLATFORMS

  elif [[ "${KUBE_FASTBUILD:-}" == "true" ]]; then
    host_arch=$(kube::util::host_arch)
    if [[ "${host_arch}" != "amd64" && "${host_arch}" != "arm64" && "${host_arch}" != "ppc64le" && "${host_arch}" != "s390x" ]]; then