from contextlib import asynccontextmanager

from fastapi import FastAPI


def fake_answer_to_everything_ml_model(x: float):
    return x * 42


ml_models = {}


@asynccontextmanager
async def lifespan(app: FastAPI):
    # Load the ML model
    ml_models["answer_to_everything"] = fake_answer_to_everything_ml_model
    yield
    # Clean up the ML models and release the resources
    ml_models.clear()

    }

    protected InternalScopeManager getScopeManager() {
        return scopeManager;
    }

    protected DependencyTraverser getDependencyTraverser() {
        return new FatArtifactTraverser();
    }

    protected DependencyManager getDependencyManager() {
        return getDependencyManager(true); // same default as in Maven4
    }

     *
     * @param data the report data containing a description to parse
     * @return accepted api changes reported upon, as a file
     */
    private static File getAcceptedApiChangesFile(RichReportData data) {
        def matcher = data.description =~ acceptedChangesRegex
        return new File(matcher[0][1])
    }

    private static RichReportData enrichReport(RichReportData data) {

  @GwtIncompatible // concurrency
  public static void awaitUninterruptibly(CountDownLatch latch) {
    boolean interrupted = false;
    try {
      while (true) {
        try {
          latch.await();
          return;
        } catch (InterruptedException e) {
          interrupted = true;
        }
      }
    } finally {
      if (interrupted) {
        Thread.currentThread().interrupt();
      }
    }
  }

@GwtIncompatible
public final class QueueTestSuiteBuilder<E>
    extends AbstractCollectionTestSuiteBuilder<QueueTestSuiteBuilder<E>, E> {
  public static <E> QueueTestSuiteBuilder<E> using(TestQueueGenerator<E> generator) {
    return new QueueTestSuiteBuilder<E>().usingGenerator(generator);
  }

  private boolean runCollectionTests = true;

  /**
   * Specify whether to skip the general collection tests. Call this method when testing a

    /**
     * このインスタンスが表現するクラスがパラメタ化されていれば<code>true</code>を返します。
     *
     * @return このインスタンスが表現するクラスがパラメタ化されていれば<code>true</code>
     */
    boolean isParameterizedClass();

    /**
     * 原型となるクラスを返します。
     *
     * @param <T>
     *            原型となるクラスの型
     * @return 原型となるクラス
     * @see ParameterizedType#getRawType()
     */
    <T> Class<T> getRawClass();

    /**

     * Lifecycle phase to fork. Note that specifying a phase overrides specifying a goal.
     * @return the phase
     */
    @Nonnull
    String phase() default "";

    /**
     * Goal to fork. Note that specifying a phase overrides specifying a goal. The specified <code>goal</code> must be
     * another goal of the same plugin.
     * @return the goal
     */
    @Nonnull
    String goal() default "";

    /**

                            return !((ParameterizedType) returnType).getActualTypeArguments()[0].equals(String.class);
                        } else {
                            return false;
                        }
                    } catch (ReflectiveOperationException | SecurityException e) {
                        return false;
                    }
                })

    }

    private AccessResultData<?> getAccessResultData(final EsAccessResult accessResult) {
        try {
            return accessResult.getAccessResultData();
        } catch (final Exception e) {
            logger.warn("Failed to get data from {}", accessResult.getUrl(), e);
        }
        return null;
    }

    protected Map<String, Object> ingest(final AccessResult<String> accessResult, final Map<String, Object> map) {

            Path result = getCanonicalPath(context.parserRequest.cwd());
            context.systemPropertiesOverrides.put("user.dir", result.toString());
            return result;
        } else {
            return getCanonicalPath(Paths.get(System.getProperty("user.dir")));
        }
    }

    protected Path getInstallationDirectory(LocalContext context) throws ParserException {
        Path result;