hasChanges = true;
                }
            }
        }

        return hasChanges;
    }

    /**
     * Determines if the parent is part of the same reactor (multi-module project)
     * vs. an external parent POM by checking if the parent exists in the pomMap.
     */
    private boolean isParentInReactor(Element parentElement, Map<Path, Document> pomMap, UpgradeContext context) {

# 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"

        project.getCompileClasspathElements();
    }

    @Test
    void testBuildFromModelSource() throws Exception {
        File pomFile = new File("src/test/resources/projects/modelsource/module01/pom.xml");
        MavenSession mavenSession = createMavenSession(pomFile);
        ProjectBuildingRequest configuration = new DefaultProjectBuildingRequest();

running the `tf.train.Server`.

## Untrusted inputs during training and prediction

TensorFlow supports a wide range of input data formats. For example it can
process images, audio, videos, and text. There are several modules specialized
in taking those formats, modifying them, and/or converting them to intermediate
formats that can be processed by TensorFlow.

These modifications and conversions are handled by a variety of libraries that

///

/// warning | Achtung

Wenn Sie dies tun, müssen Sie sicherstellen, dass jede Ihrer *Pfadoperation-Funktionen* einen eindeutigen Namen hat.

Auch wenn diese sich in unterschiedlichen Modulen (Python-Dateien) befinden.

///

## Von OpenAPI ausschließen { #exclude-from-openapi }

     */
    boolean isAllowStubModel();

    /**
     * Determines whether the project builder should recursively build parent/child projects.
     * When true, the builder will process parent POMs and child modules as needed.
     *
     * @return true if the build should be recursive, false otherwise
     */
    boolean isRecursive();

    /**
     * Determines whether plugins should be processed during project building.

Um eine virtuelle Umgebung zu erstellen, können Sie das `venv`-Modul verwenden, das mit Python geliefert wird.

<div class="termy">

```console
$ python -m venv .venv
```

</div>

/// details | Was dieser Befehl bedeutet

* `python`: das Programm namens `python` verwenden
* `-m`: ein Modul als Skript aufrufen, wir geben als nächstes an, welches Modul

 *   <li>Statistics grouped by POM element types</li>
 * </ul>
 *
 * <p>This tool is particularly useful for identifying memory optimization opportunities
 * in large Maven multi-module projects where POM files may contain significant
 * duplicate content.</p>
 */
public class PomMemoryAnalyzer {
    private final Map<String, Map<String, StringStats>> pathStats = new HashMap<>();

    ```bash
    bazel run //tensorflow/tools/docs:tf_doctest
    ```

    or

    ```bash
    bazel run //tensorflow/tools/docs:tf_doctest -- --module=ops.array_ops
    ```

    The `--module` is relative to `tensorflow.python`.

#### Debug builds

When [building Tensorflow](https://www.tensorflow.org/install/source), passing

  <modelVersion>4.0.0</modelVersion>

  <parent>
    <groupId>org.apache.maven</groupId>
    <artifactId>maven-compat-modules</artifactId>
    <version>4.1.0-SNAPSHOT</version>
  </parent>

  <artifactId>maven-model-builder</artifactId>

  <name>Maven Model Builder (deprecated)</name>