// Process inputs.
  std::vector<tensorflow::OutputTensor> input_tensors;
  std::unordered_map<const Node*, std::vector<int>> input_nodes;
  status->status = tensorflow::ProcessInputs(fn_body, fn_name, ninputs, inputs,
                                             &input_tensors, &input_nodes);
  if (TF_GetCode(status) != TF_OK) return nullptr;

  // Process outputs.

# ADR-0002 - Avoid using Java serialization

## Status

- ACCEPTED on 2023-12-01

## Context

In Gradle we often need to serialize in-memory objects for caching, or to transmit them across process barriers, etc.
Java serialization is one way to implement this, however, despite its simplicity of implementation, it has several drawbacks:

- **Performance:**
Java's built-in serialization mechanism is often slower compared to other serialization solutions.

@app.middleware("http")
async def add_process_time_header(request: Request, call_next):
    start_time = time.perf_counter()
    response = await call_next(request)
    process_time = time.perf_counter() - start_time
    response.headers["X-Process-Time"] = str(process_time)

import org.lastaflute.web.Execute;
import org.lastaflute.web.response.ActionResponse;
import org.lastaflute.web.response.HtmlResponse;
import org.lastaflute.web.response.render.RenderData;
import org.lastaflute.web.ruts.process.ActionRuntime;

import jakarta.annotation.Resource;

/**
 * Admin action for Elevate Word management.
 *
 */
public class AdminElevatewordAction extends FessAdminAction {

    /**

            try {
                fileAuthService.store(entity);
            } catch (final Exception e) {
                logger.warn("Failed to process a request.", e);
                throwValidationErrorApi(messages -> messages.addErrorsCrudFailedToCreateCrudTable(GLOBAL, buildThrowableMessage(e)));
            }
            return entity;
        }).orElseGet(() -> {

            try {
                duplicateHostService.store(entity);
            } catch (final Exception e) {
                logger.warn("Failed to process a request.", e);
                throwValidationErrorApi(messages -> messages.addErrorsCrudFailedToCreateCrudTable(GLOBAL, buildThrowableMessage(e)));
            }
            return entity;
        }).orElseGet(() -> {

Bu örnekler server programını (ör. Uvicorn) çalıştırır; **tek bir process** başlatır, tüm IP'lerde (`0.0.0.0`) ve önceden belirlenmiş bir port'ta (ör. `80`) dinler.

Temel fikir budur. Ancak muhtemelen şunlar gibi bazı ek konularla da ilgilenmek isteyeceksiniz:

* Güvenlik - HTTPS
* Açılışta çalıştırma
* Yeniden başlatmalar
* Replikasyon (çalışan process sayısı)
* Bellek
* Başlatmadan önceki adımlar

import org.gradle.api.provider.Provider;
import org.gradle.api.provider.ProviderFactory;
import org.gradle.api.tasks.TaskContainer;
import org.gradle.api.tasks.TaskProvider;
import org.gradle.process.ExecOperations;
import org.gradle.process.ExecResult;
import org.gradle.process.ExecSpec;

import javax.inject.Inject;
import java.io.ByteArrayOutputStream;
import java.io.File;
import java.io.IOException;
import java.io.UncheckedIOException;

            @Override
            public boolean matches(HttpServletRequest req) {
                return true;
            }

            @Override
            public void process(HttpServletRequest req, HttpServletResponse res, FilterChain ch) throws IOException, ServletException {
                managerCalled.set(true);
                assertSame(request, req);
                assertSame(response, res);

import org.dbflute.optional.OptionalThing;
import org.lastaflute.web.Execute;
import org.lastaflute.web.response.HtmlResponse;
import org.lastaflute.web.response.render.RenderData;
import org.lastaflute.web.ruts.process.ActionRuntime;

import jakarta.annotation.Resource;

/**
 * Admin action for Label Type management.
 *
 */
public class AdminLabeltypeAction extends FessAdminAction {

    /**